2023/06/06 01:43:54 - 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: 479391306 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: 32 ------------------------------------------------------------ 2023/06/06 01:43:55 - mmengine - INFO - Config: model = dict( type='Recognizer3D', backbone=dict( type='SwinTransformer3D', arch='small', pretrained= 'https://download.openmmlab.com/mmaction/v1.0/recognition/swin/swin_small_patch4_window7_224.pth', pretrained2d=True, patch_size=(2, 4, 4), window_size=(8, 7, 7), mlp_ratio=4.0, qkv_bias=True, qk_scale=None, drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.2, patch_norm=True), data_preprocessor=dict( type='ActionDataPreprocessor', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], format_shape='NCTHW'), cls_head=dict( type='I3DHead', in_channels=768, num_classes=710, spatial_type='avg', dropout_ratio=0.5, average_clips='prob')) default_scope = 'mmaction' default_hooks = dict( runtime_info=dict(type='RuntimeInfoHook'), timer=dict(type='IterTimerHook'), logger=dict(type='LoggerHook', interval=100, ignore_last=False), param_scheduler=dict(type='ParamSchedulerHook'), checkpoint=dict( type='CheckpointHook', interval=3, save_best='auto', max_keep_ckpts=5), 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 dataset_type = 'VideoDataset' data_root = 'data/kinetics400/videos_train' data_root_val = 'data/kinetics400/videos_val' ann_file_train = 'data/kinetics400/kinetics400_train_list_videos.txt' ann_file_val = 'data/kinetics400/kinetics400_val_list_videos.txt' ann_file_test = 'data/kinetics400/kinetics400_val_list_videos.txt' file_client_args = dict(io_backend='disk') train_pipeline = [ dict(type='DecordInit', io_backend='disk'), dict(type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ] val_pipeline = [ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ] test_pipeline = [ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=4, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 224)), dict(type='ThreeCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ] train_dataloader = dict( batch_size=4, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=True), dataset=dict( type='ConcatDataset', datasets=[ dict( type='VideoDataset', ann_file='data/kinetics710/k400_train_list_videos.txt', data_prefix=dict(video='data/kinetics400/videos_train'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ]), dict( type='VideoDataset', ann_file='data/kinetics710/k600_train_list_videos.txt', data_prefix=dict(video='data/kinetics600/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ]), dict( type='VideoDataset', ann_file='data/kinetics710/k700_train_list_videos.txt', data_prefix=dict(video='data/kinetics700/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ]) ])) val_dataloader = dict( batch_size=4, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='ConcatDataset', datasets=[ dict( type='VideoDataset', ann_file='data/kinetics710/k400_val_list_videos.txt', data_prefix=dict(video='data/kinetics400/videos_val'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True), dict( type='VideoDataset', ann_file='data/kinetics710/k600_val_list_videos.txt', data_prefix=dict(video='data/kinetics600/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True), dict( type='VideoDataset', ann_file='data/kinetics710/k700_val_list_videos.txt', data_prefix=dict(video='data/kinetics700/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True) ])) test_dataloader = dict( batch_size=1, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='ConcatDataset', datasets=[ dict( type='VideoDataset', ann_file='data/kinetics710/k400_val_list_videos.txt', data_prefix=dict(video='data/kinetics400/videos_val'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=4, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 224)), dict(type='ThreeCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True), dict( type='VideoDataset', ann_file='data/kinetics710/k600_val_list_videos.txt', data_prefix=dict(video='data/kinetics600/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=4, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 224)), dict(type='ThreeCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True), dict( type='VideoDataset', ann_file='data/kinetics710/k700_val_list_videos.txt', data_prefix=dict(video='data/kinetics700/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=4, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 224)), dict(type='ThreeCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True) ])) val_evaluator = dict(type='AccMetric') test_evaluator = dict(type='AccMetric') train_cfg = dict( type='EpochBasedTrainLoop', max_epochs=30, val_begin=1, val_interval=3) val_cfg = dict(type='ValLoop') test_cfg = dict(type='TestLoop') optim_wrapper = dict( type='AmpOptimWrapper', optimizer=dict( type='AdamW', lr=0.002, betas=(0.9, 0.999), weight_decay=0.02), constructor='SwinOptimWrapperConstructor', paramwise_cfg=dict( absolute_pos_embed=dict(decay_mult=0.0), relative_position_bias_table=dict(decay_mult=0.0), norm=dict(decay_mult=0.0), backbone=dict(lr_mult=0.1))) param_scheduler = [ dict( type='LinearLR', start_factor=0.1, by_epoch=True, begin=0, end=2.5, convert_to_iter_based=True), dict( type='CosineAnnealingLR', T_max=30, eta_min=0, by_epoch=True, begin=0, end=30) ] auto_scale_lr = dict(enable=False, base_batch_size=128) k400_data_root = 'data/kinetics400/videos_train' k600_data_root = 'data/kinetics600/videos' k700_data_root = 'data/kinetics700/videos' k400_data_root_val = 'data/kinetics400/videos_val' k600_data_root_val = 'data/kinetics600/videos' k700_data_root_val = 'data/kinetics700/videos' k400_ann_file_train = 'data/kinetics710/k400_train_list_videos.txt' k600_ann_file_train = 'data/kinetics710/k600_train_list_videos.txt' k700_ann_file_train = 'data/kinetics710/k700_train_list_videos.txt' k400_ann_file_val = 'data/kinetics710/k400_val_list_videos.txt' k600_ann_file_val = 'data/kinetics710/k600_val_list_videos.txt' k700_ann_file_val = 'data/kinetics710/k700_val_list_videos.txt' k400_trainset = dict( type='VideoDataset', ann_file='data/kinetics710/k400_train_list_videos.txt', data_prefix=dict(video='data/kinetics400/videos_train'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict(type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ]) k600_trainset = dict( type='VideoDataset', ann_file='data/kinetics710/k600_train_list_videos.txt', data_prefix=dict(video='data/kinetics600/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict(type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ]) k700_trainset = dict( type='VideoDataset', ann_file='data/kinetics710/k700_train_list_videos.txt', data_prefix=dict(video='data/kinetics700/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict(type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ]) k400_valset = dict( type='VideoDataset', ann_file='data/kinetics710/k400_val_list_videos.txt', data_prefix=dict(video='data/kinetics400/videos_val'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True) k600_valset = dict( type='VideoDataset', ann_file='data/kinetics710/k600_val_list_videos.txt', data_prefix=dict(video='data/kinetics600/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True) k700_valset = dict( type='VideoDataset', ann_file='data/kinetics710/k700_val_list_videos.txt', data_prefix=dict(video='data/kinetics700/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True) k400_testset = dict( type='VideoDataset', ann_file='data/kinetics710/k400_val_list_videos.txt', data_prefix=dict(video='data/kinetics400/videos_val'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=4, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 224)), dict(type='ThreeCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True) k600_testset = dict( type='VideoDataset', ann_file='data/kinetics710/k600_val_list_videos.txt', data_prefix=dict(video='data/kinetics600/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=4, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 224)), dict(type='ThreeCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True) k700_testset = dict( type='VideoDataset', ann_file='data/kinetics710/k700_val_list_videos.txt', data_prefix=dict(video='data/kinetics700/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=4, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 224)), dict(type='ThreeCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True) k710_trainset = dict( type='ConcatDataset', datasets=[ dict( type='VideoDataset', ann_file='data/kinetics710/k400_train_list_videos.txt', data_prefix=dict(video='data/kinetics400/videos_train'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ]), dict( type='VideoDataset', ann_file='data/kinetics710/k600_train_list_videos.txt', data_prefix=dict(video='data/kinetics600/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ]), dict( type='VideoDataset', ann_file='data/kinetics710/k700_train_list_videos.txt', data_prefix=dict(video='data/kinetics700/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ]) ], _delete_=True) k710_valset = dict( type='ConcatDataset', datasets=[ dict( type='VideoDataset', ann_file='data/kinetics710/k400_val_list_videos.txt', data_prefix=dict(video='data/kinetics400/videos_val'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True), dict( type='VideoDataset', ann_file='data/kinetics710/k600_val_list_videos.txt', data_prefix=dict(video='data/kinetics600/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True), dict( type='VideoDataset', ann_file='data/kinetics710/k700_val_list_videos.txt', data_prefix=dict(video='data/kinetics700/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True) ], _delete_=True) k710_testset = dict( type='ConcatDataset', datasets=[ dict( type='VideoDataset', ann_file='data/kinetics710/k400_val_list_videos.txt', data_prefix=dict(video='data/kinetics400/videos_val'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=4, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 224)), dict(type='ThreeCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True), dict( type='VideoDataset', ann_file='data/kinetics710/k600_val_list_videos.txt', data_prefix=dict(video='data/kinetics600/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=4, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 224)), dict(type='ThreeCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True), dict( type='VideoDataset', ann_file='data/kinetics710/k700_val_list_videos.txt', data_prefix=dict(video='data/kinetics700/videos'), pipeline=[ dict(type='DecordInit', io_backend='disk'), dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=4, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 224)), dict(type='ThreeCrop', crop_size=224), dict(type='FormatShape', input_format='NCTHW'), dict(type='PackActionInputs') ], test_mode=True) ], _delete_=True) launcher = 'pytorch' work_dir = './work_dirs/swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb' randomness = dict(seed=None, diff_rank_seed=False, deterministic=False) 2023/06/06 01:43:56 - 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 -------------------- 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.patch_embed.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.patch_embed.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.patch_embed.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.patch_embed.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.patch_embed.norm.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.patch_embed.norm.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.patch_embed.norm.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.patch_embed.norm.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.0.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.blocks.1.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.downsample.reduction.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.downsample.reduction.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.downsample.norm.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.downsample.norm.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.downsample.norm.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.0.downsample.norm.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.0.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.blocks.1.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.downsample.reduction.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.downsample.reduction.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.downsample.norm.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.downsample.norm.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.downsample.norm.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.1.downsample.norm.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.0.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.1.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.2.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.3.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.4.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.5.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.6.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.7.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.8.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.9.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.10.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.11.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.12.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.13.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.14.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.15.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.16.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.blocks.17.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.downsample.reduction.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.downsample.reduction.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.downsample.norm.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.downsample.norm.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.downsample.norm.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.2.downsample.norm.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.0.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.norm1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.norm1.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.norm1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.norm1.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.attn.relative_position_bias_table: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.attn.relative_position_bias_table: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.attn.qkv.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.attn.qkv.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.attn.qkv.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.attn.qkv.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.attn.proj.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.attn.proj.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.attn.proj.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.attn.proj.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.norm2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.norm2.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.norm2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.norm2.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.mlp.fc1.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.mlp.fc1.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.mlp.fc1.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.mlp.fc1.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.mlp.fc2.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.mlp.fc2.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.mlp.fc2.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.layers.3.blocks.1.mlp.fc2.bias: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.norm3.weight: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.norm3.weight: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.norm3.bias: lr = 0.0002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.backbone.norm3.bias: weight_decay = 0.0 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.cls_head.fc_cls.weight: lr = 0.002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.cls_head.fc_cls.weight: weight_decay = 0.02 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.cls_head.fc_cls.bias: lr = 0.002 2023/06/06 01:44:00 - mmengine - INFO - paramwise_options -- base.cls_head.fc_cls.bias: weight_decay = 0.02 2023/06/06 01:44:01 - mmengine - INFO - load model from: https://download.openmmlab.com/mmaction/v1.0/recognition/swin/swin_small_patch4_window7_224.pth 2023/06/06 01:44:01 - mmengine - INFO - _IncompatibleKeys(missing_keys=['layers.0.blocks.0.attn.relative_position_index', 'layers.0.blocks.1.attn.relative_position_index', 'layers.1.blocks.0.attn.relative_position_index', 'layers.1.blocks.1.attn.relative_position_index', 'layers.2.blocks.0.attn.relative_position_index', 'layers.2.blocks.1.attn.relative_position_index', 'layers.2.blocks.2.attn.relative_position_index', 'layers.2.blocks.3.attn.relative_position_index', 'layers.2.blocks.4.attn.relative_position_index', 'layers.2.blocks.5.attn.relative_position_index', 'layers.2.blocks.6.attn.relative_position_index', 'layers.2.blocks.7.attn.relative_position_index', 'layers.2.blocks.8.attn.relative_position_index', 'layers.2.blocks.9.attn.relative_position_index', 'layers.2.blocks.10.attn.relative_position_index', 'layers.2.blocks.11.attn.relative_position_index', 'layers.2.blocks.12.attn.relative_position_index', 'layers.2.blocks.13.attn.relative_position_index', 'layers.2.blocks.14.attn.relative_position_index', 'layers.2.blocks.15.attn.relative_position_index', 'layers.2.blocks.16.attn.relative_position_index', 'layers.2.blocks.17.attn.relative_position_index', 'layers.3.blocks.0.attn.relative_position_index', 'layers.3.blocks.1.attn.relative_position_index'], unexpected_keys=['head.weight', 'head.bias']) Name of parameter - Initialization information backbone.patch_embed.proj.weight - torch.Size([96, 3, 2, 4, 4]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.patch_embed.proj.bias - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.patch_embed.norm.weight - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.patch_embed.norm.bias - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.0.norm1.weight - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.0.norm1.bias - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.0.attn.relative_position_bias_table - torch.Size([2535, 3]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.0.attn.qkv.weight - torch.Size([288, 96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.0.attn.qkv.bias - torch.Size([288]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.0.attn.proj.weight - torch.Size([96, 96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.0.attn.proj.bias - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.0.norm2.weight - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.0.norm2.bias - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.0.mlp.fc1.weight - torch.Size([384, 96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.0.mlp.fc1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.0.mlp.fc2.weight - torch.Size([96, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.0.mlp.fc2.bias - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.1.norm1.weight - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.1.norm1.bias - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.1.attn.relative_position_bias_table - torch.Size([2535, 3]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.1.attn.qkv.weight - torch.Size([288, 96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.1.attn.qkv.bias - torch.Size([288]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.1.attn.proj.weight - torch.Size([96, 96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.1.attn.proj.bias - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.1.norm2.weight - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.1.norm2.bias - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.1.mlp.fc1.weight - torch.Size([384, 96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.1.mlp.fc1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.1.mlp.fc2.weight - torch.Size([96, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.blocks.1.mlp.fc2.bias - torch.Size([96]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.downsample.reduction.weight - torch.Size([192, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.downsample.norm.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.0.downsample.norm.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.0.norm1.weight - torch.Size([192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.0.norm1.bias - torch.Size([192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.0.attn.relative_position_bias_table - torch.Size([2535, 6]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.0.attn.qkv.weight - torch.Size([576, 192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.0.attn.qkv.bias - torch.Size([576]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.0.attn.proj.weight - torch.Size([192, 192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.0.attn.proj.bias - torch.Size([192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.0.norm2.weight - torch.Size([192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.0.norm2.bias - torch.Size([192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.0.mlp.fc1.weight - torch.Size([768, 192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.0.mlp.fc1.bias - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.0.mlp.fc2.weight - torch.Size([192, 768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.0.mlp.fc2.bias - torch.Size([192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.1.norm1.weight - torch.Size([192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.1.norm1.bias - torch.Size([192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.1.attn.relative_position_bias_table - torch.Size([2535, 6]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.1.attn.qkv.weight - torch.Size([576, 192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.1.attn.qkv.bias - torch.Size([576]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.1.attn.proj.weight - torch.Size([192, 192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.1.attn.proj.bias - torch.Size([192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.1.norm2.weight - torch.Size([192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.1.norm2.bias - torch.Size([192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.1.mlp.fc1.weight - torch.Size([768, 192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.1.mlp.fc1.bias - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.1.mlp.fc2.weight - torch.Size([192, 768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.blocks.1.mlp.fc2.bias - torch.Size([192]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.downsample.reduction.weight - torch.Size([384, 768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.downsample.norm.weight - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.1.downsample.norm.bias - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.0.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.0.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.0.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.0.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.0.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.0.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.0.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.0.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.0.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.0.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.0.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.0.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.0.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.1.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.1.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.1.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.1.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.1.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.1.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.1.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.1.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.1.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.1.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.1.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.1.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.1.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.2.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.2.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.2.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.2.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.2.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.2.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.2.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.2.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.2.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.2.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.2.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.2.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.2.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.3.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.3.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.3.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.3.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.3.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.3.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.3.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.3.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.3.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.3.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.3.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.3.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.3.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.4.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.4.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.4.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.4.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.4.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.4.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.4.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.4.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.4.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.4.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.4.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.4.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.4.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.5.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.5.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.5.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.5.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.5.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.5.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.5.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.5.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.5.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.5.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.5.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.5.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.5.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.6.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.6.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.6.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.6.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.6.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.6.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.6.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.6.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.6.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.6.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.6.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.6.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.6.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.7.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.7.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.7.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.7.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.7.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.7.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.7.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.7.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.7.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.7.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.7.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.7.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.7.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.8.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.8.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.8.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.8.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.8.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.8.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.8.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.8.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.8.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.8.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.8.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.8.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.8.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.9.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.9.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.9.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.9.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.9.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.9.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.9.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.9.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.9.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.9.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.9.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.9.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.9.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.10.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.10.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.10.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.10.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.10.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.10.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.10.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.10.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.10.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.10.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.10.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.10.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.10.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.11.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.11.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.11.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.11.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.11.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.11.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.11.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.11.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.11.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.11.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.11.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.11.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.11.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.12.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.12.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.12.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.12.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.12.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.12.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.12.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.12.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.12.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.12.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.12.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.12.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.12.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.13.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.13.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.13.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.13.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.13.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.13.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.13.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.13.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.13.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.13.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.13.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.13.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.13.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.14.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.14.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.14.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.14.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.14.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.14.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.14.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.14.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.14.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.14.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.14.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.14.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.14.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.15.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.15.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.15.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.15.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.15.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.15.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.15.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.15.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.15.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.15.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.15.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.15.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.15.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.16.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.16.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.16.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.16.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.16.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.16.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.16.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.16.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.16.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.16.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.16.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.16.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.16.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.17.norm1.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.17.norm1.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.17.attn.relative_position_bias_table - torch.Size([2535, 12]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.17.attn.qkv.weight - torch.Size([1152, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.17.attn.qkv.bias - torch.Size([1152]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.17.attn.proj.weight - torch.Size([384, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.17.attn.proj.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.17.norm2.weight - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.17.norm2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.17.mlp.fc1.weight - torch.Size([1536, 384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.17.mlp.fc1.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.17.mlp.fc2.weight - torch.Size([384, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.blocks.17.mlp.fc2.bias - torch.Size([384]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.downsample.reduction.weight - torch.Size([768, 1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.downsample.norm.weight - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.2.downsample.norm.bias - torch.Size([1536]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.0.norm1.weight - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.0.norm1.bias - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.0.attn.relative_position_bias_table - torch.Size([2535, 24]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.0.attn.qkv.weight - torch.Size([2304, 768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.0.attn.qkv.bias - torch.Size([2304]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.0.attn.proj.weight - torch.Size([768, 768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.0.attn.proj.bias - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.0.norm2.weight - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.0.norm2.bias - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.0.mlp.fc1.weight - torch.Size([3072, 768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.0.mlp.fc1.bias - torch.Size([3072]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.0.mlp.fc2.weight - torch.Size([768, 3072]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.0.mlp.fc2.bias - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.1.norm1.weight - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.1.norm1.bias - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.1.attn.relative_position_bias_table - torch.Size([2535, 24]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.1.attn.qkv.weight - torch.Size([2304, 768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.1.attn.qkv.bias - torch.Size([2304]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.1.attn.proj.weight - torch.Size([768, 768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.1.attn.proj.bias - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.1.norm2.weight - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.1.norm2.bias - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.1.mlp.fc1.weight - torch.Size([3072, 768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.1.mlp.fc1.bias - torch.Size([3072]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.1.mlp.fc2.weight - torch.Size([768, 3072]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.layers.3.blocks.1.mlp.fc2.bias - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.norm3.weight - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D backbone.norm3.bias - torch.Size([768]): Initialized by user-defined `init_weights` in SwinTransformer3D cls_head.fc_cls.weight - torch.Size([710, 768]): Initialized by user-defined `init_weights` in I3DHead cls_head.fc_cls.bias - torch.Size([710]): Initialized by user-defined `init_weights` in I3DHead 2023/06/06 01:44:01 - mmengine - WARNING - "FileClient" will be deprecated in future. Please use io functions in https://mmengine.readthedocs.io/en/latest/api/fileio.html#file-io 2023/06/06 01:44:01 - mmengine - WARNING - "HardDiskBackend" is the alias of "LocalBackend" and the former will be deprecated in future. 2023/06/06 01:44:01 - mmengine - INFO - Checkpoints will be saved to /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb. 2023/06/06 01:45:02 - mmengine - INFO - Epoch(train) [1][ 100/5138] lr: 2.1387e-05 eta: 1 day, 1:56:44 time: 0.5385 data_time: 0.0090 memory: 17431 loss: 5.8935 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8935 2023/06/06 01:45:56 - mmengine - INFO - Epoch(train) [1][ 200/5138] lr: 2.2789e-05 eta: 1 day, 0:29:04 time: 0.5430 data_time: 0.0087 memory: 17431 loss: 4.9157 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9157 2023/06/06 01:46:50 - mmengine - INFO - Epoch(train) [1][ 300/5138] lr: 2.4190e-05 eta: 1 day, 0:00:48 time: 0.5400 data_time: 0.0087 memory: 17431 loss: 4.2993 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2993 2023/06/06 01:47:44 - mmengine - INFO - Epoch(train) [1][ 400/5138] lr: 2.5592e-05 eta: 23:46:33 time: 0.5436 data_time: 0.0085 memory: 17431 loss: 3.6956 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.6956 2023/06/06 01:48:38 - mmengine - INFO - Epoch(train) [1][ 500/5138] lr: 2.6993e-05 eta: 23:36:28 time: 0.5413 data_time: 0.0087 memory: 17431 loss: 3.6719 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6719 2023/06/06 01:49:32 - mmengine - INFO - Epoch(train) [1][ 600/5138] lr: 2.8395e-05 eta: 23:30:44 time: 0.5403 data_time: 0.0087 memory: 17431 loss: 3.3977 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3977 2023/06/06 01:50:26 - mmengine - INFO - Epoch(train) [1][ 700/5138] lr: 2.9796e-05 eta: 23:25:53 time: 0.5396 data_time: 0.0090 memory: 17431 loss: 2.9724 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9724 2023/06/06 01:51:20 - mmengine - INFO - Epoch(train) [1][ 800/5138] lr: 3.1197e-05 eta: 23:21:55 time: 0.5436 data_time: 0.0091 memory: 17431 loss: 3.3163 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3163 2023/06/06 01:52:15 - mmengine - INFO - Epoch(train) [1][ 900/5138] lr: 3.2599e-05 eta: 23:19:37 time: 0.5386 data_time: 0.0085 memory: 17431 loss: 3.1484 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1484 2023/06/06 01:53:09 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 01:53:09 - mmengine - INFO - Epoch(train) [1][1000/5138] lr: 3.4000e-05 eta: 23:16:51 time: 0.5388 data_time: 0.0088 memory: 17431 loss: 3.1176 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1176 2023/06/06 01:54:03 - mmengine - INFO - Epoch(train) [1][1100/5138] lr: 3.5402e-05 eta: 23:13:59 time: 0.5387 data_time: 0.0091 memory: 17431 loss: 3.1147 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.1147 2023/06/06 01:54:57 - mmengine - INFO - Epoch(train) [1][1200/5138] lr: 3.6803e-05 eta: 23:11:44 time: 0.5402 data_time: 0.0087 memory: 17431 loss: 2.6202 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6202 2023/06/06 01:55:51 - mmengine - INFO - Epoch(train) [1][1300/5138] lr: 3.8205e-05 eta: 23:10:06 time: 0.5386 data_time: 0.0087 memory: 17431 loss: 3.3074 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3074 2023/06/06 01:56:45 - mmengine - INFO - Epoch(train) [1][1400/5138] lr: 3.9606e-05 eta: 23:08:29 time: 0.5366 data_time: 0.0087 memory: 17431 loss: 2.9594 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9594 2023/06/06 01:57:39 - mmengine - INFO - Epoch(train) [1][1500/5138] lr: 4.1007e-05 eta: 23:06:37 time: 0.5391 data_time: 0.0089 memory: 17431 loss: 2.8782 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8782 2023/06/06 01:58:33 - mmengine - INFO - Epoch(train) [1][1600/5138] lr: 4.2409e-05 eta: 23:05:00 time: 0.5378 data_time: 0.0088 memory: 17431 loss: 3.1162 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.1162 2023/06/06 01:59:27 - mmengine - INFO - Epoch(train) [1][1700/5138] lr: 4.3810e-05 eta: 23:03:44 time: 0.5436 data_time: 0.0088 memory: 17431 loss: 2.3960 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3960 2023/06/06 02:00:21 - mmengine - INFO - Epoch(train) [1][1800/5138] lr: 4.5212e-05 eta: 23:02:15 time: 0.5382 data_time: 0.0087 memory: 17431 loss: 2.9323 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9323 2023/06/06 02:01:15 - mmengine - INFO - Epoch(train) [1][1900/5138] lr: 4.6613e-05 eta: 23:00:50 time: 0.5408 data_time: 0.0087 memory: 17431 loss: 2.5835 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.5835 2023/06/06 02:02:10 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 02:02:10 - mmengine - INFO - Epoch(train) [1][2000/5138] lr: 4.8015e-05 eta: 22:59:46 time: 0.5380 data_time: 0.0092 memory: 17431 loss: 3.1520 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1520 2023/06/06 02:03:04 - mmengine - INFO - Epoch(train) [1][2100/5138] lr: 4.9416e-05 eta: 22:58:39 time: 0.5446 data_time: 0.0091 memory: 17431 loss: 2.4996 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.4996 2023/06/06 02:03:58 - mmengine - INFO - Epoch(train) [1][2200/5138] lr: 5.0818e-05 eta: 22:57:17 time: 0.5402 data_time: 0.0093 memory: 17431 loss: 2.8011 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8011 2023/06/06 02:04:52 - mmengine - INFO - Epoch(train) [1][2300/5138] lr: 5.2219e-05 eta: 22:56:02 time: 0.5380 data_time: 0.0094 memory: 17431 loss: 2.5651 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5651 2023/06/06 02:05:46 - mmengine - INFO - Epoch(train) [1][2400/5138] lr: 5.3620e-05 eta: 22:55:00 time: 0.5447 data_time: 0.0087 memory: 17431 loss: 2.6035 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6035 2023/06/06 02:06:41 - mmengine - INFO - Epoch(train) [1][2500/5138] lr: 5.5022e-05 eta: 22:54:00 time: 0.5403 data_time: 0.0092 memory: 17431 loss: 2.7239 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7239 2023/06/06 02:07:35 - mmengine - INFO - Epoch(train) [1][2600/5138] lr: 5.6423e-05 eta: 22:52:52 time: 0.5433 data_time: 0.0089 memory: 17431 loss: 2.4196 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4196 2023/06/06 02:08:29 - mmengine - INFO - Epoch(train) [1][2700/5138] lr: 5.7825e-05 eta: 22:51:49 time: 0.5396 data_time: 0.0095 memory: 17431 loss: 2.4722 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.4722 2023/06/06 02:09:23 - mmengine - INFO - Epoch(train) [1][2800/5138] lr: 5.9226e-05 eta: 22:50:36 time: 0.5411 data_time: 0.0092 memory: 17431 loss: 2.6116 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6116 2023/06/06 02:10:17 - mmengine - INFO - Epoch(train) [1][2900/5138] lr: 6.0628e-05 eta: 22:49:25 time: 0.5419 data_time: 0.0095 memory: 17431 loss: 2.2966 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2966 2023/06/06 02:11:11 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 02:11:11 - mmengine - INFO - Epoch(train) [1][3000/5138] lr: 6.2029e-05 eta: 22:48:25 time: 0.5404 data_time: 0.0093 memory: 17431 loss: 2.4109 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4109 2023/06/06 02:12:05 - mmengine - INFO - Epoch(train) [1][3100/5138] lr: 6.3430e-05 eta: 22:47:20 time: 0.5399 data_time: 0.0094 memory: 17431 loss: 2.6673 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6673 2023/06/06 02:13:00 - mmengine - INFO - Epoch(train) [1][3200/5138] lr: 6.4832e-05 eta: 22:46:18 time: 0.5446 data_time: 0.0090 memory: 17431 loss: 2.7285 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.7285 2023/06/06 02:13:54 - mmengine - INFO - Epoch(train) [1][3300/5138] lr: 6.6233e-05 eta: 22:45:14 time: 0.5431 data_time: 0.0093 memory: 17431 loss: 2.7496 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7496 2023/06/06 02:14:48 - mmengine - INFO - Epoch(train) [1][3400/5138] lr: 6.7635e-05 eta: 22:44:14 time: 0.5397 data_time: 0.0097 memory: 17431 loss: 3.0545 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0545 2023/06/06 02:15:42 - mmengine - INFO - Epoch(train) [1][3500/5138] lr: 6.9036e-05 eta: 22:43:34 time: 0.5621 data_time: 0.0095 memory: 17431 loss: 2.8124 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8124 2023/06/06 02:16:36 - mmengine - INFO - Epoch(train) [1][3600/5138] lr: 7.0438e-05 eta: 22:42:30 time: 0.5408 data_time: 0.0093 memory: 17431 loss: 2.6335 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6335 2023/06/06 02:17:31 - mmengine - INFO - Epoch(train) [1][3700/5138] lr: 7.1839e-05 eta: 22:41:29 time: 0.5417 data_time: 0.0095 memory: 17431 loss: 2.8690 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8690 2023/06/06 02:18:25 - mmengine - INFO - Epoch(train) [1][3800/5138] lr: 7.3240e-05 eta: 22:40:26 time: 0.5429 data_time: 0.0091 memory: 17431 loss: 2.6307 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6307 2023/06/06 02:19:19 - mmengine - INFO - Epoch(train) [1][3900/5138] lr: 7.4642e-05 eta: 22:39:20 time: 0.5389 data_time: 0.0093 memory: 17431 loss: 2.5766 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 2.5766 2023/06/06 02:20:13 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 02:20:13 - mmengine - INFO - Epoch(train) [1][4000/5138] lr: 7.6043e-05 eta: 22:38:15 time: 0.5424 data_time: 0.0093 memory: 17431 loss: 2.5508 top1_acc: 0.0000 top5_acc: 1.0000 loss_cls: 2.5508 2023/06/06 02:21:07 - mmengine - INFO - Epoch(train) [1][4100/5138] lr: 7.7445e-05 eta: 22:37:15 time: 0.5401 data_time: 0.0099 memory: 17431 loss: 3.1967 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1967 2023/06/06 02:22:01 - mmengine - INFO - Epoch(train) [1][4200/5138] lr: 7.8846e-05 eta: 22:36:23 time: 0.5416 data_time: 0.0094 memory: 17431 loss: 2.4010 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4010 2023/06/06 02:22:55 - mmengine - INFO - Epoch(train) [1][4300/5138] lr: 8.0248e-05 eta: 22:35:21 time: 0.5403 data_time: 0.0093 memory: 17431 loss: 2.6282 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6282 2023/06/06 02:23:49 - mmengine - INFO - Epoch(train) [1][4400/5138] lr: 8.1649e-05 eta: 22:34:15 time: 0.5419 data_time: 0.0092 memory: 17431 loss: 2.4059 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4059 2023/06/06 02:24:43 - mmengine - INFO - Epoch(train) [1][4500/5138] lr: 8.3050e-05 eta: 22:33:12 time: 0.5374 data_time: 0.0095 memory: 17431 loss: 2.6230 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6230 2023/06/06 02:25:37 - mmengine - INFO - Epoch(train) [1][4600/5138] lr: 8.4452e-05 eta: 22:32:09 time: 0.5425 data_time: 0.0091 memory: 17431 loss: 2.5533 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5533 2023/06/06 02:26:31 - mmengine - INFO - Epoch(train) [1][4700/5138] lr: 8.5853e-05 eta: 22:31:13 time: 0.5416 data_time: 0.0093 memory: 17431 loss: 2.5542 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5542 2023/06/06 02:27:25 - mmengine - INFO - Epoch(train) [1][4800/5138] lr: 8.7255e-05 eta: 22:30:15 time: 0.5411 data_time: 0.0090 memory: 17431 loss: 2.7205 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7205 2023/06/06 02:28:20 - mmengine - INFO - Epoch(train) [1][4900/5138] lr: 8.8656e-05 eta: 22:29:19 time: 0.5445 data_time: 0.0095 memory: 17431 loss: 2.4786 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4786 2023/06/06 02:29:14 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 02:29:14 - mmengine - INFO - Epoch(train) [1][5000/5138] lr: 9.0058e-05 eta: 22:28:27 time: 0.5443 data_time: 0.0091 memory: 17431 loss: 2.4422 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4422 2023/06/06 02:30:08 - mmengine - INFO - Epoch(train) [1][5100/5138] lr: 9.1459e-05 eta: 22:27:38 time: 0.5428 data_time: 0.0093 memory: 17431 loss: 2.4744 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4744 2023/06/06 02:30:29 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 02:30:29 - mmengine - INFO - Epoch(train) [1][5138/5138] lr: 9.1992e-05 eta: 22:27:09 time: 0.5276 data_time: 0.0091 memory: 17431 loss: 2.5162 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5162 2023/06/06 02:31:24 - mmengine - INFO - Epoch(train) [2][ 100/5138] lr: 9.3137e-05 eta: 22:26:39 time: 0.5409 data_time: 0.0096 memory: 17431 loss: 2.4842 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4842 2023/06/06 02:32:18 - mmengine - INFO - Epoch(train) [2][ 200/5138] lr: 9.4535e-05 eta: 22:25:45 time: 0.5431 data_time: 0.0094 memory: 17431 loss: 2.7511 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7511 2023/06/06 02:33:12 - mmengine - INFO - Epoch(train) [2][ 300/5138] lr: 9.5932e-05 eta: 22:24:51 time: 0.5430 data_time: 0.0092 memory: 17431 loss: 2.8865 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.8865 2023/06/06 02:34:07 - mmengine - INFO - Epoch(train) [2][ 400/5138] lr: 9.7330e-05 eta: 22:23:53 time: 0.5395 data_time: 0.0092 memory: 17431 loss: 1.9104 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9104 2023/06/06 02:35:01 - mmengine - INFO - Epoch(train) [2][ 500/5138] lr: 9.8728e-05 eta: 22:22:56 time: 0.5428 data_time: 0.0095 memory: 17431 loss: 2.8450 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.8450 2023/06/06 02:35:55 - mmengine - INFO - Epoch(train) [2][ 600/5138] lr: 1.0013e-04 eta: 22:21:58 time: 0.5384 data_time: 0.0091 memory: 17431 loss: 2.8968 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8968 2023/06/06 02:36:49 - mmengine - INFO - Epoch(train) [2][ 700/5138] lr: 1.0152e-04 eta: 22:20:58 time: 0.5375 data_time: 0.0098 memory: 17431 loss: 2.7238 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7238 2023/06/06 02:37:43 - mmengine - INFO - Epoch(train) [2][ 800/5138] lr: 1.0292e-04 eta: 22:20:01 time: 0.5429 data_time: 0.0094 memory: 17431 loss: 2.3448 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3448 2023/06/06 02:38:17 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 02:38:37 - mmengine - INFO - Epoch(train) [2][ 900/5138] lr: 1.0432e-04 eta: 22:19:04 time: 0.5370 data_time: 0.0095 memory: 17431 loss: 2.7213 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7213 2023/06/06 02:39:31 - mmengine - INFO - Epoch(train) [2][1000/5138] lr: 1.0572e-04 eta: 22:18:10 time: 0.5420 data_time: 0.0091 memory: 17431 loss: 2.3140 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3140 2023/06/06 02:40:26 - mmengine - INFO - Epoch(train) [2][1100/5138] lr: 1.0711e-04 eta: 22:17:13 time: 0.5389 data_time: 0.0094 memory: 17431 loss: 2.0365 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0365 2023/06/06 02:41:20 - mmengine - INFO - Epoch(train) [2][1200/5138] lr: 1.0851e-04 eta: 22:16:19 time: 0.5419 data_time: 0.0094 memory: 17431 loss: 2.7554 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7554 2023/06/06 02:42:14 - mmengine - INFO - Epoch(train) [2][1300/5138] lr: 1.0991e-04 eta: 22:15:25 time: 0.5488 data_time: 0.0095 memory: 17431 loss: 2.3630 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3630 2023/06/06 02:43:08 - mmengine - INFO - Epoch(train) [2][1400/5138] lr: 1.1131e-04 eta: 22:14:28 time: 0.5422 data_time: 0.0096 memory: 17431 loss: 2.6891 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6891 2023/06/06 02:44:03 - mmengine - INFO - Epoch(train) [2][1500/5138] lr: 1.1270e-04 eta: 22:13:38 time: 0.5439 data_time: 0.0096 memory: 17431 loss: 2.0590 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0590 2023/06/06 02:44:57 - mmengine - INFO - Epoch(train) [2][1600/5138] lr: 1.1410e-04 eta: 22:12:39 time: 0.5397 data_time: 0.0092 memory: 17431 loss: 2.6480 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6480 2023/06/06 02:45:51 - mmengine - INFO - Epoch(train) [2][1700/5138] lr: 1.1550e-04 eta: 22:11:40 time: 0.5405 data_time: 0.0093 memory: 17431 loss: 2.5817 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5817 2023/06/06 02:46:45 - mmengine - INFO - Epoch(train) [2][1800/5138] lr: 1.1690e-04 eta: 22:10:45 time: 0.5404 data_time: 0.0092 memory: 17431 loss: 2.6321 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.6321 2023/06/06 02:47:18 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 02:47:39 - mmengine - INFO - Epoch(train) [2][1900/5138] lr: 1.1829e-04 eta: 22:09:48 time: 0.5450 data_time: 0.0094 memory: 17431 loss: 2.4239 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.4239 2023/06/06 02:48:33 - mmengine - INFO - Epoch(train) [2][2000/5138] lr: 1.1969e-04 eta: 22:08:54 time: 0.5380 data_time: 0.0093 memory: 17431 loss: 2.7135 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7135 2023/06/06 02:49:27 - mmengine - INFO - Epoch(train) [2][2100/5138] lr: 1.2109e-04 eta: 22:07:55 time: 0.5361 data_time: 0.0090 memory: 17431 loss: 2.6298 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6298 2023/06/06 02:50:21 - mmengine - INFO - Epoch(train) [2][2200/5138] lr: 1.2249e-04 eta: 22:06:59 time: 0.5415 data_time: 0.0095 memory: 17431 loss: 2.8494 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8494 2023/06/06 02:51:16 - mmengine - INFO - Epoch(train) [2][2300/5138] lr: 1.2388e-04 eta: 22:06:04 time: 0.5497 data_time: 0.0088 memory: 17431 loss: 2.6234 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6234 2023/06/06 02:52:10 - mmengine - INFO - Epoch(train) [2][2400/5138] lr: 1.2528e-04 eta: 22:05:19 time: 0.5448 data_time: 0.0092 memory: 17431 loss: 2.4252 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4252 2023/06/06 02:53:05 - mmengine - INFO - Epoch(train) [2][2500/5138] lr: 1.2668e-04 eta: 22:04:24 time: 0.5410 data_time: 0.0095 memory: 17431 loss: 2.4453 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4453 2023/06/06 02:53:59 - mmengine - INFO - Epoch(train) [2][2600/5138] lr: 1.2808e-04 eta: 22:03:27 time: 0.5450 data_time: 0.0090 memory: 17431 loss: 2.2749 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2749 2023/06/06 02:54:53 - mmengine - INFO - Epoch(train) [2][2700/5138] lr: 1.2947e-04 eta: 22:02:28 time: 0.5386 data_time: 0.0099 memory: 17431 loss: 2.3815 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.3815 2023/06/06 02:55:47 - mmengine - INFO - Epoch(train) [2][2800/5138] lr: 1.3087e-04 eta: 22:01:37 time: 0.5422 data_time: 0.0091 memory: 17431 loss: 2.8425 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.8425 2023/06/06 02:56:20 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 02:56:41 - mmengine - INFO - Epoch(train) [2][2900/5138] lr: 1.3227e-04 eta: 22:00:35 time: 0.5379 data_time: 0.0093 memory: 17431 loss: 2.6490 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6490 2023/06/06 02:57:35 - mmengine - INFO - Epoch(train) [2][3000/5138] lr: 1.3367e-04 eta: 21:59:39 time: 0.5403 data_time: 0.0092 memory: 17431 loss: 2.4908 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4908 2023/06/06 02:58:29 - mmengine - INFO - Epoch(train) [2][3100/5138] lr: 1.3507e-04 eta: 21:58:44 time: 0.5399 data_time: 0.0094 memory: 17431 loss: 2.4263 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.4263 2023/06/06 02:59:23 - mmengine - INFO - Epoch(train) [2][3200/5138] lr: 1.3646e-04 eta: 21:57:48 time: 0.5452 data_time: 0.0093 memory: 17431 loss: 2.5029 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5029 2023/06/06 03:00:17 - mmengine - INFO - Epoch(train) [2][3300/5138] lr: 1.3786e-04 eta: 21:56:48 time: 0.5376 data_time: 0.0096 memory: 17431 loss: 2.5440 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5440 2023/06/06 03:01:11 - mmengine - INFO - Epoch(train) [2][3400/5138] lr: 1.3926e-04 eta: 21:55:53 time: 0.5403 data_time: 0.0096 memory: 17431 loss: 2.8907 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8907 2023/06/06 03:02:06 - mmengine - INFO - Epoch(train) [2][3500/5138] lr: 1.4066e-04 eta: 21:54:58 time: 0.5416 data_time: 0.0093 memory: 17431 loss: 2.9188 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9188 2023/06/06 03:03:00 - mmengine - INFO - Epoch(train) [2][3600/5138] lr: 1.4205e-04 eta: 21:54:01 time: 0.5400 data_time: 0.0094 memory: 17431 loss: 3.2385 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2385 2023/06/06 03:03:54 - mmengine - INFO - Epoch(train) [2][3700/5138] lr: 1.4345e-04 eta: 21:53:09 time: 0.5402 data_time: 0.0095 memory: 17431 loss: 2.4981 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4981 2023/06/06 03:04:48 - mmengine - INFO - Epoch(train) [2][3800/5138] lr: 1.4485e-04 eta: 21:52:14 time: 0.5468 data_time: 0.0094 memory: 17431 loss: 2.3239 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3239 2023/06/06 03:05:22 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 03:05:42 - mmengine - INFO - Epoch(train) [2][3900/5138] lr: 1.4625e-04 eta: 21:51:20 time: 0.5456 data_time: 0.0098 memory: 17431 loss: 2.5521 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5521 2023/06/06 03:06:37 - mmengine - INFO - Epoch(train) [2][4000/5138] lr: 1.4764e-04 eta: 21:50:24 time: 0.5397 data_time: 0.0095 memory: 17431 loss: 2.3585 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.3585 2023/06/06 03:07:31 - mmengine - INFO - Epoch(train) [2][4100/5138] lr: 1.4904e-04 eta: 21:49:27 time: 0.5416 data_time: 0.0094 memory: 17431 loss: 2.3164 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.3164 2023/06/06 03:08:25 - mmengine - INFO - Epoch(train) [2][4200/5138] lr: 1.5044e-04 eta: 21:48:31 time: 0.5403 data_time: 0.0094 memory: 17431 loss: 2.8262 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8262 2023/06/06 03:09:19 - mmengine - INFO - Epoch(train) [2][4300/5138] lr: 1.5184e-04 eta: 21:47:38 time: 0.5489 data_time: 0.0096 memory: 17431 loss: 2.1732 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1732 2023/06/06 03:10:13 - mmengine - INFO - Epoch(train) [2][4400/5138] lr: 1.5323e-04 eta: 21:46:41 time: 0.5434 data_time: 0.0091 memory: 17431 loss: 2.6451 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6451 2023/06/06 03:11:07 - mmengine - INFO - Epoch(train) [2][4500/5138] lr: 1.5463e-04 eta: 21:45:49 time: 0.5419 data_time: 0.0095 memory: 17431 loss: 2.5419 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.5419 2023/06/06 03:12:02 - mmengine - INFO - Epoch(train) [2][4600/5138] lr: 1.5603e-04 eta: 21:44:58 time: 0.5420 data_time: 0.0094 memory: 17431 loss: 2.7091 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7091 2023/06/06 03:12:57 - mmengine - INFO - Epoch(train) [2][4700/5138] lr: 1.5743e-04 eta: 21:44:16 time: 0.5558 data_time: 0.0082 memory: 17431 loss: 2.4412 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4412 2023/06/06 03:13:51 - mmengine - INFO - Epoch(train) [2][4800/5138] lr: 1.5882e-04 eta: 21:43:24 time: 0.5370 data_time: 0.0094 memory: 17431 loss: 2.7255 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.7255 2023/06/06 03:14:25 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 03:14:45 - mmengine - INFO - Epoch(train) [2][4900/5138] lr: 1.6022e-04 eta: 21:42:28 time: 0.5385 data_time: 0.0099 memory: 17431 loss: 2.6382 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6382 2023/06/06 03:15:39 - mmengine - INFO - Epoch(train) [2][5000/5138] lr: 1.6162e-04 eta: 21:41:30 time: 0.5360 data_time: 0.0092 memory: 17431 loss: 2.8596 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8596 2023/06/06 03:16:33 - mmengine - INFO - Epoch(train) [2][5100/5138] lr: 1.6302e-04 eta: 21:40:33 time: 0.5408 data_time: 0.0091 memory: 17431 loss: 2.0781 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0781 2023/06/06 03:16:54 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 03:16:54 - mmengine - INFO - Epoch(train) [2][5138/5138] lr: 1.6355e-04 eta: 21:40:10 time: 0.5312 data_time: 0.0094 memory: 17431 loss: 3.0302 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 3.0302 2023/06/06 03:17:50 - mmengine - INFO - Epoch(train) [3][ 100/5138] lr: 1.6359e-04 eta: 21:39:38 time: 0.5534 data_time: 0.0083 memory: 17431 loss: 2.3386 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 2.3386 2023/06/06 03:18:44 - mmengine - INFO - Epoch(train) [3][ 200/5138] lr: 1.6498e-04 eta: 21:38:41 time: 0.5437 data_time: 0.0094 memory: 17431 loss: 2.1535 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1535 2023/06/06 03:19:38 - mmengine - INFO - Epoch(train) [3][ 300/5138] lr: 1.6636e-04 eta: 21:37:44 time: 0.5399 data_time: 0.0097 memory: 17431 loss: 1.8334 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8334 2023/06/06 03:20:32 - mmengine - INFO - Epoch(train) [3][ 400/5138] lr: 1.6775e-04 eta: 21:36:46 time: 0.5382 data_time: 0.0095 memory: 17431 loss: 2.1469 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1469 2023/06/06 03:21:26 - mmengine - INFO - Epoch(train) [3][ 500/5138] lr: 1.6914e-04 eta: 21:35:49 time: 0.5385 data_time: 0.0098 memory: 17431 loss: 2.3705 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3705 2023/06/06 03:22:20 - mmengine - INFO - Epoch(train) [3][ 600/5138] lr: 1.7052e-04 eta: 21:34:55 time: 0.5429 data_time: 0.0094 memory: 17431 loss: 2.4055 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.4055 2023/06/06 03:23:14 - mmengine - INFO - Epoch(train) [3][ 700/5138] lr: 1.7191e-04 eta: 21:33:59 time: 0.5414 data_time: 0.0094 memory: 17431 loss: 2.4825 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4825 2023/06/06 03:23:27 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 03:24:08 - mmengine - INFO - Epoch(train) [3][ 800/5138] lr: 1.7329e-04 eta: 21:33:02 time: 0.5414 data_time: 0.0093 memory: 17431 loss: 2.8157 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8157 2023/06/06 03:25:02 - mmengine - INFO - Epoch(train) [3][ 900/5138] lr: 1.7468e-04 eta: 21:32:07 time: 0.5406 data_time: 0.0093 memory: 17431 loss: 2.3401 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3401 2023/06/06 03:25:56 - mmengine - INFO - Epoch(train) [3][1000/5138] lr: 1.7607e-04 eta: 21:31:11 time: 0.5406 data_time: 0.0093 memory: 17431 loss: 2.2331 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2331 2023/06/06 03:26:51 - mmengine - INFO - Epoch(train) [3][1100/5138] lr: 1.7745e-04 eta: 21:30:16 time: 0.5420 data_time: 0.0097 memory: 17431 loss: 2.3385 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3385 2023/06/06 03:27:45 - mmengine - INFO - Epoch(train) [3][1200/5138] lr: 1.7884e-04 eta: 21:29:21 time: 0.5439 data_time: 0.0097 memory: 17431 loss: 2.2458 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.2458 2023/06/06 03:28:39 - mmengine - INFO - Epoch(train) [3][1300/5138] lr: 1.8022e-04 eta: 21:28:27 time: 0.5450 data_time: 0.0096 memory: 17431 loss: 2.8469 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8469 2023/06/06 03:29:33 - mmengine - INFO - Epoch(train) [3][1400/5138] lr: 1.8161e-04 eta: 21:27:33 time: 0.5429 data_time: 0.0093 memory: 17431 loss: 2.0500 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0500 2023/06/06 03:30:27 - mmengine - INFO - Epoch(train) [3][1500/5138] lr: 1.8300e-04 eta: 21:26:38 time: 0.5356 data_time: 0.0092 memory: 17431 loss: 2.5085 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5085 2023/06/06 03:31:22 - mmengine - INFO - Epoch(train) [3][1600/5138] lr: 1.8438e-04 eta: 21:25:44 time: 0.5521 data_time: 0.0093 memory: 17431 loss: 2.9169 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9169 2023/06/06 03:32:16 - mmengine - INFO - Epoch(train) [3][1700/5138] lr: 1.8577e-04 eta: 21:24:49 time: 0.5437 data_time: 0.0091 memory: 17431 loss: 2.2721 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2721 2023/06/06 03:32:29 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 03:33:10 - mmengine - INFO - Epoch(train) [3][1800/5138] lr: 1.8716e-04 eta: 21:23:52 time: 0.5412 data_time: 0.0092 memory: 17431 loss: 2.9497 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.9497 2023/06/06 03:34:04 - mmengine - INFO - Epoch(train) [3][1900/5138] lr: 1.8854e-04 eta: 21:22:56 time: 0.5406 data_time: 0.0092 memory: 17431 loss: 2.6901 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6901 2023/06/06 03:34:58 - mmengine - INFO - Epoch(train) [3][2000/5138] lr: 1.8993e-04 eta: 21:22:02 time: 0.5411 data_time: 0.0094 memory: 17431 loss: 2.3505 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3505 2023/06/06 03:35:52 - mmengine - INFO - Epoch(train) [3][2100/5138] lr: 1.9131e-04 eta: 21:21:07 time: 0.5435 data_time: 0.0094 memory: 17431 loss: 1.8421 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8421 2023/06/06 03:36:47 - mmengine - INFO - Epoch(train) [3][2200/5138] lr: 1.9270e-04 eta: 21:20:13 time: 0.5409 data_time: 0.0095 memory: 17431 loss: 2.2217 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2217 2023/06/06 03:37:41 - mmengine - INFO - Epoch(train) [3][2300/5138] lr: 1.9409e-04 eta: 21:19:16 time: 0.5415 data_time: 0.0096 memory: 17431 loss: 2.5101 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5101 2023/06/06 03:38:35 - mmengine - INFO - Epoch(train) [3][2400/5138] lr: 1.9547e-04 eta: 21:18:23 time: 0.5364 data_time: 0.0096 memory: 17431 loss: 2.3942 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3942 2023/06/06 03:39:29 - mmengine - INFO - Epoch(train) [3][2500/5138] lr: 1.9686e-04 eta: 21:17:30 time: 0.5449 data_time: 0.0089 memory: 17431 loss: 2.3528 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3528 2023/06/06 03:40:23 - mmengine - INFO - Epoch(train) [3][2600/5138] lr: 1.9781e-04 eta: 21:16:36 time: 0.5411 data_time: 0.0090 memory: 17431 loss: 2.5774 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5774 2023/06/06 03:41:18 - mmengine - INFO - Epoch(train) [3][2700/5138] lr: 1.9781e-04 eta: 21:15:41 time: 0.5432 data_time: 0.0089 memory: 17431 loss: 2.6227 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6227 2023/06/06 03:41:31 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 03:42:12 - mmengine - INFO - Epoch(train) [3][2800/5138] lr: 1.9781e-04 eta: 21:14:48 time: 0.5428 data_time: 0.0093 memory: 17431 loss: 2.5395 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5395 2023/06/06 03:43:06 - mmengine - INFO - Epoch(train) [3][2900/5138] lr: 1.9781e-04 eta: 21:13:53 time: 0.5420 data_time: 0.0088 memory: 17431 loss: 2.2268 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2268 2023/06/06 03:44:00 - mmengine - INFO - Epoch(train) [3][3000/5138] lr: 1.9781e-04 eta: 21:13:01 time: 0.5414 data_time: 0.0089 memory: 17431 loss: 2.3265 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3265 2023/06/06 03:44:55 - mmengine - INFO - Epoch(train) [3][3100/5138] lr: 1.9781e-04 eta: 21:12:04 time: 0.5404 data_time: 0.0089 memory: 17431 loss: 2.7550 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 2.7550 2023/06/06 03:45:49 - mmengine - INFO - Epoch(train) [3][3200/5138] lr: 1.9781e-04 eta: 21:11:10 time: 0.5391 data_time: 0.0088 memory: 17431 loss: 2.7207 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7207 2023/06/06 03:46:43 - mmengine - INFO - Epoch(train) [3][3300/5138] lr: 1.9781e-04 eta: 21:10:16 time: 0.5412 data_time: 0.0091 memory: 17431 loss: 2.4523 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4523 2023/06/06 03:47:37 - mmengine - INFO - Epoch(train) [3][3400/5138] lr: 1.9781e-04 eta: 21:09:20 time: 0.5432 data_time: 0.0093 memory: 17431 loss: 2.5987 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5987 2023/06/06 03:48:31 - mmengine - INFO - Epoch(train) [3][3500/5138] lr: 1.9781e-04 eta: 21:08:25 time: 0.5375 data_time: 0.0094 memory: 17431 loss: 2.3045 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3045 2023/06/06 03:49:25 - mmengine - INFO - Epoch(train) [3][3600/5138] lr: 1.9781e-04 eta: 21:07:29 time: 0.5404 data_time: 0.0090 memory: 17431 loss: 2.4152 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4152 2023/06/06 03:50:19 - mmengine - INFO - Epoch(train) [3][3700/5138] lr: 1.9781e-04 eta: 21:06:34 time: 0.5388 data_time: 0.0092 memory: 17431 loss: 2.6082 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.6082 2023/06/06 03:50:32 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 03:51:13 - mmengine - INFO - Epoch(train) [3][3800/5138] lr: 1.9781e-04 eta: 21:05:39 time: 0.5401 data_time: 0.0090 memory: 17431 loss: 2.3141 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3141 2023/06/06 03:52:08 - mmengine - INFO - Epoch(train) [3][3900/5138] lr: 1.9781e-04 eta: 21:04:43 time: 0.5379 data_time: 0.0093 memory: 17431 loss: 2.6130 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6130 2023/06/06 03:53:02 - mmengine - INFO - Epoch(train) [3][4000/5138] lr: 1.9781e-04 eta: 21:03:49 time: 0.5410 data_time: 0.0091 memory: 17431 loss: 2.3900 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3900 2023/06/06 03:53:56 - mmengine - INFO - Epoch(train) [3][4100/5138] lr: 1.9781e-04 eta: 21:02:54 time: 0.5399 data_time: 0.0095 memory: 17431 loss: 2.4090 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.4090 2023/06/06 03:54:50 - mmengine - INFO - Epoch(train) [3][4200/5138] lr: 1.9781e-04 eta: 21:02:02 time: 0.5434 data_time: 0.0090 memory: 17431 loss: 2.0560 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0560 2023/06/06 03:55:45 - mmengine - INFO - Epoch(train) [3][4300/5138] lr: 1.9781e-04 eta: 21:01:08 time: 0.5389 data_time: 0.0095 memory: 17431 loss: 2.0138 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0138 2023/06/06 03:56:39 - mmengine - INFO - Epoch(train) [3][4400/5138] lr: 1.9781e-04 eta: 21:00:16 time: 0.5418 data_time: 0.0094 memory: 17431 loss: 2.4666 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4666 2023/06/06 03:57:34 - mmengine - INFO - Epoch(train) [3][4500/5138] lr: 1.9781e-04 eta: 20:59:24 time: 0.5374 data_time: 0.0093 memory: 17431 loss: 2.5013 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5013 2023/06/06 03:58:28 - mmengine - INFO - Epoch(train) [3][4600/5138] lr: 1.9781e-04 eta: 20:58:33 time: 0.5497 data_time: 0.0089 memory: 17431 loss: 2.7381 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7381 2023/06/06 03:59:22 - mmengine - INFO - Epoch(train) [3][4700/5138] lr: 1.9781e-04 eta: 20:57:40 time: 0.5405 data_time: 0.0094 memory: 17431 loss: 2.4753 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4753 2023/06/06 03:59:35 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 04:00:17 - mmengine - INFO - Epoch(train) [3][4800/5138] lr: 1.9781e-04 eta: 20:56:48 time: 0.5499 data_time: 0.0089 memory: 17431 loss: 2.3213 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3213 2023/06/06 04:01:11 - mmengine - INFO - Epoch(train) [3][4900/5138] lr: 1.9781e-04 eta: 20:55:54 time: 0.5425 data_time: 0.0094 memory: 17431 loss: 1.8878 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8878 2023/06/06 04:02:05 - mmengine - INFO - Epoch(train) [3][5000/5138] lr: 1.9781e-04 eta: 20:54:57 time: 0.5373 data_time: 0.0093 memory: 17431 loss: 2.5470 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5470 2023/06/06 04:02:59 - mmengine - INFO - Epoch(train) [3][5100/5138] lr: 1.9781e-04 eta: 20:54:03 time: 0.5477 data_time: 0.0094 memory: 17431 loss: 2.6455 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6455 2023/06/06 04:03:20 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 04:03:20 - mmengine - INFO - Epoch(train) [3][5138/5138] lr: 1.9781e-04 eta: 20:53:39 time: 0.5268 data_time: 0.0091 memory: 17431 loss: 2.8999 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.8999 2023/06/06 04:03:20 - mmengine - INFO - Saving checkpoint at 3 epochs 2023/06/06 04:03:46 - mmengine - INFO - Epoch(val) [3][100/520] eta: 0:01:37 time: 0.2210 data_time: 0.0048 memory: 3719 2023/06/06 04:04:09 - mmengine - INFO - Epoch(val) [3][200/520] eta: 0:01:12 time: 0.2214 data_time: 0.0049 memory: 3719 2023/06/06 04:04:31 - mmengine - INFO - Epoch(val) [3][300/520] eta: 0:00:49 time: 0.2209 data_time: 0.0047 memory: 3719 2023/06/06 04:04:53 - mmengine - INFO - Epoch(val) [3][400/520] eta: 0:00:26 time: 0.2212 data_time: 0.0048 memory: 3719 2023/06/06 04:05:15 - mmengine - INFO - Epoch(val) [3][500/520] eta: 0:00:04 time: 0.2207 data_time: 0.0045 memory: 3719 2023/06/06 04:06:27 - mmengine - INFO - Epoch(val) [3][520/520] acc/top1: 0.5440 acc/top5: 0.7825 acc/mean1: 0.5353 data_time: 0.0071 time: 0.2232 2023/06/06 04:06:29 - mmengine - INFO - The best checkpoint with 0.5440 acc/top1 at 3 epoch is saved to best_acc_top1_epoch_3.pth. 2023/06/06 04:07:24 - mmengine - INFO - Epoch(train) [4][ 100/5138] lr: 1.9511e-04 eta: 20:52:46 time: 0.5410 data_time: 0.0088 memory: 17431 loss: 2.2757 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2757 2023/06/06 04:08:18 - mmengine - INFO - Epoch(train) [4][ 200/5138] lr: 1.9511e-04 eta: 20:51:51 time: 0.5400 data_time: 0.0084 memory: 17431 loss: 2.3551 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3551 2023/06/06 04:09:12 - mmengine - INFO - Epoch(train) [4][ 300/5138] lr: 1.9511e-04 eta: 20:50:55 time: 0.5391 data_time: 0.0089 memory: 17431 loss: 2.1577 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1577 2023/06/06 04:10:06 - mmengine - INFO - Epoch(train) [4][ 400/5138] lr: 1.9511e-04 eta: 20:50:00 time: 0.5420 data_time: 0.0084 memory: 17431 loss: 2.3456 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3456 2023/06/06 04:11:00 - mmengine - INFO - Epoch(train) [4][ 500/5138] lr: 1.9511e-04 eta: 20:49:08 time: 0.5443 data_time: 0.0088 memory: 17431 loss: 2.7569 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7569 2023/06/06 04:11:47 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 04:11:54 - mmengine - INFO - Epoch(train) [4][ 600/5138] lr: 1.9511e-04 eta: 20:48:12 time: 0.5414 data_time: 0.0087 memory: 17431 loss: 2.2275 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2275 2023/06/06 04:12:48 - mmengine - INFO - Epoch(train) [4][ 700/5138] lr: 1.9511e-04 eta: 20:47:16 time: 0.5384 data_time: 0.0086 memory: 17431 loss: 2.3576 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3576 2023/06/06 04:13:43 - mmengine - INFO - Epoch(train) [4][ 800/5138] lr: 1.9511e-04 eta: 20:46:22 time: 0.5378 data_time: 0.0084 memory: 17431 loss: 2.4040 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4040 2023/06/06 04:14:37 - mmengine - INFO - Epoch(train) [4][ 900/5138] lr: 1.9511e-04 eta: 20:45:27 time: 0.5400 data_time: 0.0086 memory: 17431 loss: 2.4058 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4058 2023/06/06 04:15:31 - mmengine - INFO - Epoch(train) [4][1000/5138] lr: 1.9511e-04 eta: 20:44:32 time: 0.5401 data_time: 0.0084 memory: 17431 loss: 2.1348 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1348 2023/06/06 04:16:25 - mmengine - INFO - Epoch(train) [4][1100/5138] lr: 1.9511e-04 eta: 20:43:36 time: 0.5413 data_time: 0.0089 memory: 17431 loss: 2.5885 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5885 2023/06/06 04:17:19 - mmengine - INFO - Epoch(train) [4][1200/5138] lr: 1.9511e-04 eta: 20:42:41 time: 0.5423 data_time: 0.0088 memory: 17431 loss: 2.5874 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5874 2023/06/06 04:18:14 - mmengine - INFO - Epoch(train) [4][1300/5138] lr: 1.9511e-04 eta: 20:41:49 time: 0.5460 data_time: 0.0086 memory: 17431 loss: 2.4813 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4813 2023/06/06 04:19:08 - mmengine - INFO - Epoch(train) [4][1400/5138] lr: 1.9511e-04 eta: 20:40:56 time: 0.5461 data_time: 0.0081 memory: 17431 loss: 2.4794 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4794 2023/06/06 04:20:02 - mmengine - INFO - Epoch(train) [4][1500/5138] lr: 1.9511e-04 eta: 20:40:00 time: 0.5401 data_time: 0.0090 memory: 17431 loss: 2.4826 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4826 2023/06/06 04:20:48 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 04:20:56 - mmengine - INFO - Epoch(train) [4][1600/5138] lr: 1.9511e-04 eta: 20:39:04 time: 0.5416 data_time: 0.0091 memory: 17431 loss: 2.3273 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3273 2023/06/06 04:21:50 - mmengine - INFO - Epoch(train) [4][1700/5138] lr: 1.9511e-04 eta: 20:38:08 time: 0.5413 data_time: 0.0092 memory: 17431 loss: 2.4934 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4934 2023/06/06 04:22:44 - mmengine - INFO - Epoch(train) [4][1800/5138] lr: 1.9511e-04 eta: 20:37:14 time: 0.5407 data_time: 0.0089 memory: 17431 loss: 2.7386 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7386 2023/06/06 04:23:38 - mmengine - INFO - Epoch(train) [4][1900/5138] lr: 1.9511e-04 eta: 20:36:20 time: 0.5447 data_time: 0.0094 memory: 17431 loss: 2.5657 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5657 2023/06/06 04:24:33 - mmengine - INFO - Epoch(train) [4][2000/5138] lr: 1.9511e-04 eta: 20:35:25 time: 0.5412 data_time: 0.0088 memory: 17431 loss: 2.4635 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4635 2023/06/06 04:25:27 - mmengine - INFO - Epoch(train) [4][2100/5138] lr: 1.9511e-04 eta: 20:34:31 time: 0.5392 data_time: 0.0089 memory: 17431 loss: 1.7581 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7581 2023/06/06 04:26:21 - mmengine - INFO - Epoch(train) [4][2200/5138] lr: 1.9511e-04 eta: 20:33:36 time: 0.5414 data_time: 0.0087 memory: 17431 loss: 2.3890 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3890 2023/06/06 04:27:15 - mmengine - INFO - Epoch(train) [4][2300/5138] lr: 1.9511e-04 eta: 20:32:42 time: 0.5415 data_time: 0.0091 memory: 17431 loss: 1.8878 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8878 2023/06/06 04:28:09 - mmengine - INFO - Epoch(train) [4][2400/5138] lr: 1.9511e-04 eta: 20:31:47 time: 0.5443 data_time: 0.0086 memory: 17431 loss: 2.2868 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.2868 2023/06/06 04:29:03 - mmengine - INFO - Epoch(train) [4][2500/5138] lr: 1.9511e-04 eta: 20:30:51 time: 0.5385 data_time: 0.0090 memory: 17431 loss: 2.1943 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1943 2023/06/06 04:29:50 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 04:29:58 - mmengine - INFO - Epoch(train) [4][2600/5138] lr: 1.9511e-04 eta: 20:29:57 time: 0.5439 data_time: 0.0087 memory: 17431 loss: 2.4825 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.4825 2023/06/06 04:30:52 - mmengine - INFO - Epoch(train) [4][2700/5138] lr: 1.9511e-04 eta: 20:29:04 time: 0.5519 data_time: 0.0087 memory: 17431 loss: 1.8423 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8423 2023/06/06 04:31:46 - mmengine - INFO - Epoch(train) [4][2800/5138] lr: 1.9511e-04 eta: 20:28:10 time: 0.5426 data_time: 0.0087 memory: 17431 loss: 2.6300 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6300 2023/06/06 04:32:40 - mmengine - INFO - Epoch(train) [4][2900/5138] lr: 1.9511e-04 eta: 20:27:16 time: 0.5423 data_time: 0.0090 memory: 17431 loss: 2.0035 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0035 2023/06/06 04:33:35 - mmengine - INFO - Epoch(train) [4][3000/5138] lr: 1.9511e-04 eta: 20:26:21 time: 0.5392 data_time: 0.0091 memory: 17431 loss: 2.6481 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6481 2023/06/06 04:34:29 - mmengine - INFO - Epoch(train) [4][3100/5138] lr: 1.9511e-04 eta: 20:25:26 time: 0.5457 data_time: 0.0092 memory: 17431 loss: 1.9699 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9699 2023/06/06 04:35:23 - mmengine - INFO - Epoch(train) [4][3200/5138] lr: 1.9511e-04 eta: 20:24:30 time: 0.5413 data_time: 0.0087 memory: 17431 loss: 2.3463 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.3463 2023/06/06 04:36:17 - mmengine - INFO - Epoch(train) [4][3300/5138] lr: 1.9511e-04 eta: 20:23:35 time: 0.5422 data_time: 0.0090 memory: 17431 loss: 1.8356 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8356 2023/06/06 04:37:11 - mmengine - INFO - Epoch(train) [4][3400/5138] lr: 1.9511e-04 eta: 20:22:41 time: 0.5391 data_time: 0.0088 memory: 17431 loss: 2.1811 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.1811 2023/06/06 04:38:05 - mmengine - INFO - Epoch(train) [4][3500/5138] lr: 1.9511e-04 eta: 20:21:46 time: 0.5395 data_time: 0.0093 memory: 17431 loss: 2.6792 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6792 2023/06/06 04:38:51 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 04:38:59 - mmengine - INFO - Epoch(train) [4][3600/5138] lr: 1.9511e-04 eta: 20:20:50 time: 0.5433 data_time: 0.0085 memory: 17431 loss: 2.3667 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3667 2023/06/06 04:39:53 - mmengine - INFO - Epoch(train) [4][3700/5138] lr: 1.9511e-04 eta: 20:19:56 time: 0.5426 data_time: 0.0089 memory: 17431 loss: 2.8478 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8478 2023/06/06 04:40:48 - mmengine - INFO - Epoch(train) [4][3800/5138] lr: 1.9511e-04 eta: 20:19:03 time: 0.5433 data_time: 0.0090 memory: 17431 loss: 1.9129 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.9129 2023/06/06 04:41:42 - mmengine - INFO - Epoch(train) [4][3900/5138] lr: 1.9511e-04 eta: 20:18:08 time: 0.5398 data_time: 0.0089 memory: 17431 loss: 2.4840 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4840 2023/06/06 04:42:36 - mmengine - INFO - Epoch(train) [4][4000/5138] lr: 1.9511e-04 eta: 20:17:14 time: 0.5406 data_time: 0.0085 memory: 17431 loss: 2.0315 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0315 2023/06/06 04:43:30 - mmengine - INFO - Epoch(train) [4][4100/5138] lr: 1.9511e-04 eta: 20:16:18 time: 0.5368 data_time: 0.0090 memory: 17431 loss: 2.8204 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8204 2023/06/06 04:44:24 - mmengine - INFO - Epoch(train) [4][4200/5138] lr: 1.9511e-04 eta: 20:15:25 time: 0.5445 data_time: 0.0088 memory: 17431 loss: 2.6428 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6428 2023/06/06 04:45:19 - mmengine - INFO - Epoch(train) [4][4300/5138] lr: 1.9511e-04 eta: 20:14:32 time: 0.5445 data_time: 0.0091 memory: 17431 loss: 2.4852 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4852 2023/06/06 04:46:13 - mmengine - INFO - Epoch(train) [4][4400/5138] lr: 1.9511e-04 eta: 20:13:37 time: 0.5409 data_time: 0.0089 memory: 17431 loss: 2.4012 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4012 2023/06/06 04:47:07 - mmengine - INFO - Epoch(train) [4][4500/5138] lr: 1.9511e-04 eta: 20:12:42 time: 0.5452 data_time: 0.0086 memory: 17431 loss: 2.3562 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3562 2023/06/06 04:47:53 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 04:48:01 - mmengine - INFO - Epoch(train) [4][4600/5138] lr: 1.9511e-04 eta: 20:11:47 time: 0.5444 data_time: 0.0085 memory: 17431 loss: 2.2108 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2108 2023/06/06 04:48:55 - mmengine - INFO - Epoch(train) [4][4700/5138] lr: 1.9511e-04 eta: 20:10:52 time: 0.5399 data_time: 0.0091 memory: 17431 loss: 2.5452 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5452 2023/06/06 04:49:49 - mmengine - INFO - Epoch(train) [4][4800/5138] lr: 1.9511e-04 eta: 20:09:57 time: 0.5420 data_time: 0.0088 memory: 17431 loss: 2.4459 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4459 2023/06/06 04:50:43 - mmengine - INFO - Epoch(train) [4][4900/5138] lr: 1.9511e-04 eta: 20:09:02 time: 0.5417 data_time: 0.0089 memory: 17431 loss: 2.0437 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0437 2023/06/06 04:51:37 - mmengine - INFO - Epoch(train) [4][5000/5138] lr: 1.9511e-04 eta: 20:08:07 time: 0.5399 data_time: 0.0089 memory: 17431 loss: 1.7707 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7707 2023/06/06 04:52:31 - mmengine - INFO - Epoch(train) [4][5100/5138] lr: 1.9511e-04 eta: 20:07:12 time: 0.5387 data_time: 0.0090 memory: 17431 loss: 2.6739 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6739 2023/06/06 04:52:52 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 04:52:52 - mmengine - INFO - Epoch(train) [4][5138/5138] lr: 1.9511e-04 eta: 20:06:49 time: 0.5285 data_time: 0.0085 memory: 17431 loss: 2.5608 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5608 2023/06/06 04:53:47 - mmengine - INFO - Epoch(train) [5][ 100/5138] lr: 1.9135e-04 eta: 20:06:03 time: 0.5417 data_time: 0.0093 memory: 17431 loss: 1.9380 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9380 2023/06/06 04:54:41 - mmengine - INFO - Epoch(train) [5][ 200/5138] lr: 1.9135e-04 eta: 20:05:09 time: 0.5461 data_time: 0.0085 memory: 17431 loss: 2.2734 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2734 2023/06/06 04:55:36 - mmengine - INFO - Epoch(train) [5][ 300/5138] lr: 1.9135e-04 eta: 20:04:16 time: 0.5425 data_time: 0.0090 memory: 17431 loss: 2.6450 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6450 2023/06/06 04:56:30 - mmengine - INFO - Epoch(train) [5][ 400/5138] lr: 1.9135e-04 eta: 20:03:20 time: 0.5412 data_time: 0.0089 memory: 17431 loss: 2.3604 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3604 2023/06/06 04:56:56 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 04:57:24 - mmengine - INFO - Epoch(train) [5][ 500/5138] lr: 1.9135e-04 eta: 20:02:25 time: 0.5410 data_time: 0.0094 memory: 17431 loss: 2.1217 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1217 2023/06/06 04:58:18 - mmengine - INFO - Epoch(train) [5][ 600/5138] lr: 1.9135e-04 eta: 20:01:28 time: 0.5371 data_time: 0.0086 memory: 17431 loss: 2.2252 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2252 2023/06/06 04:59:12 - mmengine - INFO - Epoch(train) [5][ 700/5138] lr: 1.9135e-04 eta: 20:00:33 time: 0.5423 data_time: 0.0089 memory: 17431 loss: 2.4943 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4943 2023/06/06 05:00:06 - mmengine - INFO - Epoch(train) [5][ 800/5138] lr: 1.9135e-04 eta: 19:59:41 time: 0.5575 data_time: 0.0084 memory: 17431 loss: 2.3079 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.3079 2023/06/06 05:01:00 - mmengine - INFO - Epoch(train) [5][ 900/5138] lr: 1.9135e-04 eta: 19:58:45 time: 0.5387 data_time: 0.0093 memory: 17431 loss: 1.8838 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8838 2023/06/06 05:01:54 - mmengine - INFO - Epoch(train) [5][1000/5138] lr: 1.9135e-04 eta: 19:57:50 time: 0.5445 data_time: 0.0088 memory: 17431 loss: 2.1168 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1168 2023/06/06 05:02:48 - mmengine - INFO - Epoch(train) [5][1100/5138] lr: 1.9135e-04 eta: 19:56:54 time: 0.5410 data_time: 0.0091 memory: 17431 loss: 2.8721 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8721 2023/06/06 05:03:43 - mmengine - INFO - Epoch(train) [5][1200/5138] lr: 1.9135e-04 eta: 19:56:04 time: 0.5469 data_time: 0.0083 memory: 17431 loss: 2.5898 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5898 2023/06/06 05:04:37 - mmengine - INFO - Epoch(train) [5][1300/5138] lr: 1.9135e-04 eta: 19:55:09 time: 0.5393 data_time: 0.0092 memory: 17431 loss: 2.4699 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4699 2023/06/06 05:05:32 - mmengine - INFO - Epoch(train) [5][1400/5138] lr: 1.9135e-04 eta: 19:54:15 time: 0.5462 data_time: 0.0086 memory: 17431 loss: 2.4020 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4020 2023/06/06 05:05:58 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 05:06:26 - mmengine - INFO - Epoch(train) [5][1500/5138] lr: 1.9135e-04 eta: 19:53:25 time: 0.5413 data_time: 0.0091 memory: 17431 loss: 2.3257 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3257 2023/06/06 05:07:20 - mmengine - INFO - Epoch(train) [5][1600/5138] lr: 1.9135e-04 eta: 19:52:30 time: 0.5423 data_time: 0.0089 memory: 17431 loss: 2.3113 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3113 2023/06/06 05:08:14 - mmengine - INFO - Epoch(train) [5][1700/5138] lr: 1.9135e-04 eta: 19:51:35 time: 0.5415 data_time: 0.0087 memory: 17431 loss: 2.0545 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0545 2023/06/06 05:09:09 - mmengine - INFO - Epoch(train) [5][1800/5138] lr: 1.9135e-04 eta: 19:50:40 time: 0.5384 data_time: 0.0089 memory: 17431 loss: 2.7319 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7319 2023/06/06 05:10:03 - mmengine - INFO - Epoch(train) [5][1900/5138] lr: 1.9135e-04 eta: 19:49:45 time: 0.5374 data_time: 0.0092 memory: 17431 loss: 2.0121 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0121 2023/06/06 05:10:57 - mmengine - INFO - Epoch(train) [5][2000/5138] lr: 1.9135e-04 eta: 19:48:51 time: 0.5418 data_time: 0.0087 memory: 17431 loss: 2.2360 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2360 2023/06/06 05:11:51 - mmengine - INFO - Epoch(train) [5][2100/5138] lr: 1.9135e-04 eta: 19:47:58 time: 0.5414 data_time: 0.0087 memory: 17431 loss: 1.8368 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8368 2023/06/06 05:12:46 - mmengine - INFO - Epoch(train) [5][2200/5138] lr: 1.9135e-04 eta: 19:47:06 time: 0.5519 data_time: 0.0087 memory: 17431 loss: 2.2974 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2974 2023/06/06 05:13:40 - mmengine - INFO - Epoch(train) [5][2300/5138] lr: 1.9135e-04 eta: 19:46:10 time: 0.5403 data_time: 0.0094 memory: 17431 loss: 2.0814 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.0814 2023/06/06 05:14:34 - mmengine - INFO - Epoch(train) [5][2400/5138] lr: 1.9135e-04 eta: 19:45:15 time: 0.5425 data_time: 0.0090 memory: 17431 loss: 2.3719 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3719 2023/06/06 05:15:00 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 05:15:28 - mmengine - INFO - Epoch(train) [5][2500/5138] lr: 1.9135e-04 eta: 19:44:19 time: 0.5404 data_time: 0.0094 memory: 17431 loss: 1.9784 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9784 2023/06/06 05:16:22 - mmengine - INFO - Epoch(train) [5][2600/5138] lr: 1.9135e-04 eta: 19:43:25 time: 0.5403 data_time: 0.0089 memory: 17431 loss: 2.6619 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6619 2023/06/06 05:17:16 - mmengine - INFO - Epoch(train) [5][2700/5138] lr: 1.9135e-04 eta: 19:42:30 time: 0.5452 data_time: 0.0092 memory: 17431 loss: 2.2910 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2910 2023/06/06 05:18:10 - mmengine - INFO - Epoch(train) [5][2800/5138] lr: 1.9135e-04 eta: 19:41:35 time: 0.5428 data_time: 0.0084 memory: 17431 loss: 2.4396 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4396 2023/06/06 05:19:05 - mmengine - INFO - Epoch(train) [5][2900/5138] lr: 1.9135e-04 eta: 19:40:42 time: 0.5485 data_time: 0.0088 memory: 17431 loss: 2.2256 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2256 2023/06/06 05:19:59 - mmengine - INFO - Epoch(train) [5][3000/5138] lr: 1.9135e-04 eta: 19:39:48 time: 0.5442 data_time: 0.0085 memory: 17431 loss: 2.4612 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4612 2023/06/06 05:20:53 - mmengine - INFO - Epoch(train) [5][3100/5138] lr: 1.9135e-04 eta: 19:38:53 time: 0.5416 data_time: 0.0094 memory: 17431 loss: 2.2839 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2839 2023/06/06 05:21:47 - mmengine - INFO - Epoch(train) [5][3200/5138] lr: 1.9135e-04 eta: 19:37:59 time: 0.5524 data_time: 0.0082 memory: 17431 loss: 2.3712 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3712 2023/06/06 05:22:41 - mmengine - INFO - Epoch(train) [5][3300/5138] lr: 1.9135e-04 eta: 19:37:05 time: 0.5424 data_time: 0.0094 memory: 17431 loss: 2.2985 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.2985 2023/06/06 05:23:36 - mmengine - INFO - Epoch(train) [5][3400/5138] lr: 1.9135e-04 eta: 19:36:10 time: 0.5407 data_time: 0.0088 memory: 17431 loss: 2.5035 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5035 2023/06/06 05:24:01 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 05:24:30 - mmengine - INFO - Epoch(train) [5][3500/5138] lr: 1.9135e-04 eta: 19:35:15 time: 0.5412 data_time: 0.0093 memory: 17431 loss: 2.5890 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5890 2023/06/06 05:25:24 - mmengine - INFO - Epoch(train) [5][3600/5138] lr: 1.9135e-04 eta: 19:34:20 time: 0.5413 data_time: 0.0089 memory: 17431 loss: 2.3858 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3858 2023/06/06 05:26:18 - mmengine - INFO - Epoch(train) [5][3700/5138] lr: 1.9135e-04 eta: 19:33:24 time: 0.5357 data_time: 0.0092 memory: 17431 loss: 2.2130 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.2130 2023/06/06 05:27:12 - mmengine - INFO - Epoch(train) [5][3800/5138] lr: 1.9135e-04 eta: 19:32:31 time: 0.5442 data_time: 0.0088 memory: 17431 loss: 2.2239 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.2239 2023/06/06 05:28:06 - mmengine - INFO - Epoch(train) [5][3900/5138] lr: 1.9135e-04 eta: 19:31:36 time: 0.5406 data_time: 0.0088 memory: 17431 loss: 2.7571 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7571 2023/06/06 05:29:00 - mmengine - INFO - Epoch(train) [5][4000/5138] lr: 1.9135e-04 eta: 19:30:42 time: 0.5472 data_time: 0.0089 memory: 17431 loss: 1.9705 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9705 2023/06/06 05:29:54 - mmengine - INFO - Epoch(train) [5][4100/5138] lr: 1.9135e-04 eta: 19:29:46 time: 0.5389 data_time: 0.0091 memory: 17431 loss: 1.9708 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9708 2023/06/06 05:30:48 - mmengine - INFO - Epoch(train) [5][4200/5138] lr: 1.9135e-04 eta: 19:28:52 time: 0.5472 data_time: 0.0090 memory: 17431 loss: 2.4306 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4306 2023/06/06 05:31:42 - mmengine - INFO - Epoch(train) [5][4300/5138] lr: 1.9135e-04 eta: 19:27:57 time: 0.5378 data_time: 0.0091 memory: 17431 loss: 1.9412 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9412 2023/06/06 05:32:36 - mmengine - INFO - Epoch(train) [5][4400/5138] lr: 1.9135e-04 eta: 19:27:01 time: 0.5381 data_time: 0.0086 memory: 17431 loss: 2.3027 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3027 2023/06/06 05:33:02 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 05:33:31 - mmengine - INFO - Epoch(train) [5][4500/5138] lr: 1.9135e-04 eta: 19:26:07 time: 0.5395 data_time: 0.0090 memory: 17431 loss: 1.9826 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9826 2023/06/06 05:34:25 - mmengine - INFO - Epoch(train) [5][4600/5138] lr: 1.9135e-04 eta: 19:25:12 time: 0.5419 data_time: 0.0090 memory: 17431 loss: 2.0339 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0339 2023/06/06 05:35:19 - mmengine - INFO - Epoch(train) [5][4700/5138] lr: 1.9135e-04 eta: 19:24:17 time: 0.5394 data_time: 0.0093 memory: 17431 loss: 2.4127 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4127 2023/06/06 05:36:13 - mmengine - INFO - Epoch(train) [5][4800/5138] lr: 1.9135e-04 eta: 19:23:22 time: 0.5440 data_time: 0.0093 memory: 17431 loss: 2.4364 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4364 2023/06/06 05:37:07 - mmengine - INFO - Epoch(train) [5][4900/5138] lr: 1.9135e-04 eta: 19:22:28 time: 0.5364 data_time: 0.0093 memory: 17431 loss: 1.9121 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9121 2023/06/06 05:38:01 - mmengine - INFO - Epoch(train) [5][5000/5138] lr: 1.9135e-04 eta: 19:21:34 time: 0.5395 data_time: 0.0089 memory: 17431 loss: 2.4646 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4646 2023/06/06 05:38:55 - mmengine - INFO - Epoch(train) [5][5100/5138] lr: 1.9135e-04 eta: 19:20:40 time: 0.5415 data_time: 0.0088 memory: 17431 loss: 2.0018 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0018 2023/06/06 05:39:16 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 05:39:16 - mmengine - INFO - Epoch(train) [5][5138/5138] lr: 1.9135e-04 eta: 19:20:18 time: 0.5252 data_time: 0.0090 memory: 17431 loss: 2.1835 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.1835 2023/06/06 05:40:11 - mmengine - INFO - Epoch(train) [6][ 100/5138] lr: 1.8660e-04 eta: 19:19:30 time: 0.5397 data_time: 0.0088 memory: 17431 loss: 2.2224 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 2.2224 2023/06/06 05:41:05 - mmengine - INFO - Epoch(train) [6][ 200/5138] lr: 1.8660e-04 eta: 19:18:35 time: 0.5417 data_time: 0.0090 memory: 17431 loss: 2.2596 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2596 2023/06/06 05:42:00 - mmengine - INFO - Epoch(train) [6][ 300/5138] lr: 1.8660e-04 eta: 19:17:43 time: 0.5403 data_time: 0.0093 memory: 17431 loss: 2.3035 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3035 2023/06/06 05:42:05 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 05:42:54 - mmengine - INFO - Epoch(train) [6][ 400/5138] lr: 1.8660e-04 eta: 19:16:49 time: 0.5419 data_time: 0.0087 memory: 17431 loss: 1.8527 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 1.8527 2023/06/06 05:43:48 - mmengine - INFO - Epoch(train) [6][ 500/5138] lr: 1.8660e-04 eta: 19:15:54 time: 0.5410 data_time: 0.0090 memory: 17431 loss: 2.4457 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4457 2023/06/06 05:44:42 - mmengine - INFO - Epoch(train) [6][ 600/5138] lr: 1.8660e-04 eta: 19:15:00 time: 0.5420 data_time: 0.0088 memory: 17431 loss: 2.4487 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4487 2023/06/06 05:45:37 - mmengine - INFO - Epoch(train) [6][ 700/5138] lr: 1.8660e-04 eta: 19:14:05 time: 0.5450 data_time: 0.0090 memory: 17431 loss: 1.8805 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8805 2023/06/06 05:46:31 - mmengine - INFO - Epoch(train) [6][ 800/5138] lr: 1.8660e-04 eta: 19:13:11 time: 0.5401 data_time: 0.0087 memory: 17431 loss: 1.9315 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9315 2023/06/06 05:47:25 - mmengine - INFO - Epoch(train) [6][ 900/5138] lr: 1.8660e-04 eta: 19:12:17 time: 0.5443 data_time: 0.0088 memory: 17431 loss: 2.1220 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1220 2023/06/06 05:48:19 - mmengine - INFO - Epoch(train) [6][1000/5138] lr: 1.8660e-04 eta: 19:11:22 time: 0.5425 data_time: 0.0087 memory: 17431 loss: 2.1087 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1087 2023/06/06 05:49:13 - mmengine - INFO - Epoch(train) [6][1100/5138] lr: 1.8660e-04 eta: 19:10:28 time: 0.5399 data_time: 0.0087 memory: 17431 loss: 2.2393 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2393 2023/06/06 05:50:08 - mmengine - INFO - Epoch(train) [6][1200/5138] lr: 1.8660e-04 eta: 19:09:34 time: 0.5470 data_time: 0.0087 memory: 17431 loss: 1.8410 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8410 2023/06/06 05:51:02 - mmengine - INFO - Epoch(train) [6][1300/5138] lr: 1.8660e-04 eta: 19:08:39 time: 0.5379 data_time: 0.0091 memory: 17431 loss: 2.4450 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4450 2023/06/06 05:51:07 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 05:51:56 - mmengine - INFO - Epoch(train) [6][1400/5138] lr: 1.8660e-04 eta: 19:07:45 time: 0.5427 data_time: 0.0091 memory: 17431 loss: 1.7844 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7844 2023/06/06 05:52:50 - mmengine - INFO - Epoch(train) [6][1500/5138] lr: 1.8660e-04 eta: 19:06:50 time: 0.5422 data_time: 0.0089 memory: 17431 loss: 2.1700 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1700 2023/06/06 05:53:44 - mmengine - INFO - Epoch(train) [6][1600/5138] lr: 1.8660e-04 eta: 19:05:56 time: 0.5407 data_time: 0.0088 memory: 17431 loss: 1.8872 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8872 2023/06/06 05:54:39 - mmengine - INFO - Epoch(train) [6][1700/5138] lr: 1.8660e-04 eta: 19:05:04 time: 0.5405 data_time: 0.0094 memory: 17431 loss: 2.0531 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0531 2023/06/06 05:55:33 - mmengine - INFO - Epoch(train) [6][1800/5138] lr: 1.8660e-04 eta: 19:04:11 time: 0.5457 data_time: 0.0088 memory: 17431 loss: 2.4318 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4318 2023/06/06 05:56:27 - mmengine - INFO - Epoch(train) [6][1900/5138] lr: 1.8660e-04 eta: 19:03:16 time: 0.5424 data_time: 0.0089 memory: 17431 loss: 2.5968 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5968 2023/06/06 05:57:21 - mmengine - INFO - Epoch(train) [6][2000/5138] lr: 1.8660e-04 eta: 19:02:21 time: 0.5421 data_time: 0.0089 memory: 17431 loss: 2.5187 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5187 2023/06/06 05:58:16 - mmengine - INFO - Epoch(train) [6][2100/5138] lr: 1.8660e-04 eta: 19:01:27 time: 0.5447 data_time: 0.0090 memory: 17431 loss: 1.7975 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7975 2023/06/06 05:59:10 - mmengine - INFO - Epoch(train) [6][2200/5138] lr: 1.8660e-04 eta: 19:00:31 time: 0.5391 data_time: 0.0086 memory: 17431 loss: 2.2888 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2888 2023/06/06 06:00:04 - mmengine - INFO - Epoch(train) [6][2300/5138] lr: 1.8660e-04 eta: 18:59:37 time: 0.5375 data_time: 0.0088 memory: 17431 loss: 1.7916 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7916 2023/06/06 06:00:09 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 06:00:58 - mmengine - INFO - Epoch(train) [6][2400/5138] lr: 1.8660e-04 eta: 18:58:43 time: 0.5526 data_time: 0.0086 memory: 17431 loss: 2.0182 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0182 2023/06/06 06:01:53 - mmengine - INFO - Epoch(train) [6][2500/5138] lr: 1.8660e-04 eta: 18:57:51 time: 0.5421 data_time: 0.0088 memory: 17431 loss: 2.3283 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3283 2023/06/06 06:02:47 - mmengine - INFO - Epoch(train) [6][2600/5138] lr: 1.8660e-04 eta: 18:56:59 time: 0.5508 data_time: 0.0085 memory: 17431 loss: 1.8917 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8917 2023/06/06 06:03:42 - mmengine - INFO - Epoch(train) [6][2700/5138] lr: 1.8660e-04 eta: 18:56:04 time: 0.5372 data_time: 0.0093 memory: 17431 loss: 2.0803 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0803 2023/06/06 06:04:36 - mmengine - INFO - Epoch(train) [6][2800/5138] lr: 1.8660e-04 eta: 18:55:11 time: 0.5480 data_time: 0.0090 memory: 17431 loss: 2.2082 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.2082 2023/06/06 06:05:30 - mmengine - INFO - Epoch(train) [6][2900/5138] lr: 1.8660e-04 eta: 18:54:16 time: 0.5380 data_time: 0.0089 memory: 17431 loss: 2.0855 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0855 2023/06/06 06:06:24 - mmengine - INFO - Epoch(train) [6][3000/5138] lr: 1.8660e-04 eta: 18:53:22 time: 0.5421 data_time: 0.0088 memory: 17431 loss: 1.8528 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8528 2023/06/06 06:07:18 - mmengine - INFO - Epoch(train) [6][3100/5138] lr: 1.8660e-04 eta: 18:52:27 time: 0.5394 data_time: 0.0093 memory: 17431 loss: 1.5666 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5666 2023/06/06 06:08:12 - mmengine - INFO - Epoch(train) [6][3200/5138] lr: 1.8660e-04 eta: 18:51:33 time: 0.5424 data_time: 0.0085 memory: 17431 loss: 2.4882 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4882 2023/06/06 06:09:06 - mmengine - INFO - Epoch(train) [6][3300/5138] lr: 1.8660e-04 eta: 18:50:37 time: 0.5393 data_time: 0.0092 memory: 17431 loss: 1.7928 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7928 2023/06/06 06:09:12 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 06:10:01 - mmengine - INFO - Epoch(train) [6][3400/5138] lr: 1.8660e-04 eta: 18:49:44 time: 0.5413 data_time: 0.0087 memory: 17431 loss: 2.1382 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1382 2023/06/06 06:10:55 - mmengine - INFO - Epoch(train) [6][3500/5138] lr: 1.8660e-04 eta: 18:48:51 time: 0.5515 data_time: 0.0082 memory: 17431 loss: 2.0591 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0591 2023/06/06 06:11:50 - mmengine - INFO - Epoch(train) [6][3600/5138] lr: 1.8660e-04 eta: 18:47:58 time: 0.5587 data_time: 0.0078 memory: 17431 loss: 2.0846 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.0846 2023/06/06 06:12:44 - mmengine - INFO - Epoch(train) [6][3700/5138] lr: 1.8660e-04 eta: 18:47:06 time: 0.5475 data_time: 0.0088 memory: 17431 loss: 2.2715 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2715 2023/06/06 06:13:38 - mmengine - INFO - Epoch(train) [6][3800/5138] lr: 1.8660e-04 eta: 18:46:11 time: 0.5385 data_time: 0.0091 memory: 17431 loss: 2.1421 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1421 2023/06/06 06:14:32 - mmengine - INFO - Epoch(train) [6][3900/5138] lr: 1.8660e-04 eta: 18:45:16 time: 0.5395 data_time: 0.0093 memory: 17431 loss: 2.0697 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0697 2023/06/06 06:15:27 - mmengine - INFO - Epoch(train) [6][4000/5138] lr: 1.8660e-04 eta: 18:44:21 time: 0.5475 data_time: 0.0088 memory: 17431 loss: 2.2271 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2271 2023/06/06 06:16:21 - mmengine - INFO - Epoch(train) [6][4100/5138] lr: 1.8660e-04 eta: 18:43:27 time: 0.5409 data_time: 0.0094 memory: 17431 loss: 2.4810 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4810 2023/06/06 06:17:15 - mmengine - INFO - Epoch(train) [6][4200/5138] lr: 1.8660e-04 eta: 18:42:33 time: 0.5431 data_time: 0.0085 memory: 17431 loss: 2.1455 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1455 2023/06/06 06:18:09 - mmengine - INFO - Epoch(train) [6][4300/5138] lr: 1.8660e-04 eta: 18:41:39 time: 0.5404 data_time: 0.0091 memory: 17431 loss: 1.8100 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8100 2023/06/06 06:18:15 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 06:19:03 - mmengine - INFO - Epoch(train) [6][4400/5138] lr: 1.8660e-04 eta: 18:40:43 time: 0.5396 data_time: 0.0088 memory: 17431 loss: 2.5392 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5392 2023/06/06 06:19:58 - mmengine - INFO - Epoch(train) [6][4500/5138] lr: 1.8660e-04 eta: 18:39:50 time: 0.5429 data_time: 0.0088 memory: 17431 loss: 2.1245 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1245 2023/06/06 06:20:52 - mmengine - INFO - Epoch(train) [6][4600/5138] lr: 1.8660e-04 eta: 18:38:55 time: 0.5394 data_time: 0.0088 memory: 17431 loss: 2.4583 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4583 2023/06/06 06:21:46 - mmengine - INFO - Epoch(train) [6][4700/5138] lr: 1.8660e-04 eta: 18:38:00 time: 0.5416 data_time: 0.0091 memory: 17431 loss: 2.3110 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.3110 2023/06/06 06:22:40 - mmengine - INFO - Epoch(train) [6][4800/5138] lr: 1.8660e-04 eta: 18:37:06 time: 0.5419 data_time: 0.0090 memory: 17431 loss: 1.8953 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8953 2023/06/06 06:23:34 - mmengine - INFO - Epoch(train) [6][4900/5138] lr: 1.8660e-04 eta: 18:36:11 time: 0.5406 data_time: 0.0089 memory: 17431 loss: 2.2633 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2633 2023/06/06 06:24:28 - mmengine - INFO - Epoch(train) [6][5000/5138] lr: 1.8660e-04 eta: 18:35:16 time: 0.5440 data_time: 0.0092 memory: 17431 loss: 1.9331 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9331 2023/06/06 06:25:22 - mmengine - INFO - Epoch(train) [6][5100/5138] lr: 1.8660e-04 eta: 18:34:22 time: 0.5438 data_time: 0.0093 memory: 17431 loss: 1.7603 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7603 2023/06/06 06:25:43 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 06:25:43 - mmengine - INFO - Epoch(train) [6][5138/5138] lr: 1.8660e-04 eta: 18:34:00 time: 0.5344 data_time: 0.0086 memory: 17431 loss: 2.3405 top1_acc: 0.0000 top5_acc: 1.0000 loss_cls: 2.3405 2023/06/06 06:25:43 - mmengine - INFO - Saving checkpoint at 6 epochs 2023/06/06 06:26:08 - mmengine - INFO - Epoch(val) [6][100/520] eta: 0:01:34 time: 0.2214 data_time: 0.0051 memory: 3719 2023/06/06 06:26:31 - mmengine - INFO - Epoch(val) [6][200/520] eta: 0:01:11 time: 0.2208 data_time: 0.0047 memory: 3719 2023/06/06 06:26:53 - mmengine - INFO - Epoch(val) [6][300/520] eta: 0:00:49 time: 0.2211 data_time: 0.0048 memory: 3719 2023/06/06 06:27:15 - mmengine - INFO - Epoch(val) [6][400/520] eta: 0:00:26 time: 0.2219 data_time: 0.0056 memory: 3719 2023/06/06 06:27:37 - mmengine - INFO - Epoch(val) [6][500/520] eta: 0:00:04 time: 0.2211 data_time: 0.0049 memory: 3719 2023/06/06 06:28:22 - mmengine - INFO - Epoch(val) [6][520/520] acc/top1: 0.5828 acc/top5: 0.8106 acc/mean1: 0.5732 data_time: 0.0059 time: 0.2217 2023/06/06 06:28:22 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb/best_acc_top1_epoch_3.pth is removed 2023/06/06 06:28:24 - mmengine - INFO - The best checkpoint with 0.5828 acc/top1 at 6 epoch is saved to best_acc_top1_epoch_6.pth. 2023/06/06 06:29:19 - mmengine - INFO - Epoch(train) [7][ 100/5138] lr: 1.8090e-04 eta: 18:33:08 time: 0.5416 data_time: 0.0089 memory: 17431 loss: 2.2719 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2719 2023/06/06 06:29:58 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 06:30:13 - mmengine - INFO - Epoch(train) [7][ 200/5138] lr: 1.8090e-04 eta: 18:32:13 time: 0.5416 data_time: 0.0088 memory: 17431 loss: 1.8656 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8656 2023/06/06 06:31:07 - mmengine - INFO - Epoch(train) [7][ 300/5138] lr: 1.8090e-04 eta: 18:31:19 time: 0.5409 data_time: 0.0091 memory: 17431 loss: 2.1751 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1751 2023/06/06 06:32:01 - mmengine - INFO - Epoch(train) [7][ 400/5138] lr: 1.8090e-04 eta: 18:30:24 time: 0.5391 data_time: 0.0089 memory: 17431 loss: 1.5843 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5843 2023/06/06 06:32:55 - mmengine - INFO - Epoch(train) [7][ 500/5138] lr: 1.8090e-04 eta: 18:29:30 time: 0.5420 data_time: 0.0091 memory: 17431 loss: 1.9483 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9483 2023/06/06 06:33:50 - mmengine - INFO - Epoch(train) [7][ 600/5138] lr: 1.8090e-04 eta: 18:28:37 time: 0.5445 data_time: 0.0086 memory: 17431 loss: 2.6158 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6158 2023/06/06 06:34:44 - mmengine - INFO - Epoch(train) [7][ 700/5138] lr: 1.8090e-04 eta: 18:27:43 time: 0.5383 data_time: 0.0095 memory: 17431 loss: 2.1506 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1506 2023/06/06 06:35:38 - mmengine - INFO - Epoch(train) [7][ 800/5138] lr: 1.8090e-04 eta: 18:26:49 time: 0.5424 data_time: 0.0091 memory: 17431 loss: 1.6804 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6804 2023/06/06 06:36:33 - mmengine - INFO - Epoch(train) [7][ 900/5138] lr: 1.8090e-04 eta: 18:25:54 time: 0.5488 data_time: 0.0089 memory: 17431 loss: 1.8666 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8666 2023/06/06 06:37:27 - mmengine - INFO - Epoch(train) [7][1000/5138] lr: 1.8090e-04 eta: 18:25:00 time: 0.5403 data_time: 0.0087 memory: 17431 loss: 2.3959 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3959 2023/06/06 06:38:21 - mmengine - INFO - Epoch(train) [7][1100/5138] lr: 1.8090e-04 eta: 18:24:06 time: 0.5516 data_time: 0.0091 memory: 17431 loss: 2.4713 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4713 2023/06/06 06:39:00 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 06:39:16 - mmengine - INFO - Epoch(train) [7][1200/5138] lr: 1.8090e-04 eta: 18:23:12 time: 0.5406 data_time: 0.0089 memory: 17431 loss: 1.6782 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 1.6782 2023/06/06 06:40:10 - mmengine - INFO - Epoch(train) [7][1300/5138] lr: 1.8090e-04 eta: 18:22:19 time: 0.5411 data_time: 0.0091 memory: 17431 loss: 2.2923 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2923 2023/06/06 06:41:04 - mmengine - INFO - Epoch(train) [7][1400/5138] lr: 1.8090e-04 eta: 18:21:24 time: 0.5408 data_time: 0.0098 memory: 17431 loss: 2.1468 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.1468 2023/06/06 06:41:58 - mmengine - INFO - Epoch(train) [7][1500/5138] lr: 1.8090e-04 eta: 18:20:29 time: 0.5376 data_time: 0.0091 memory: 17431 loss: 2.0012 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0012 2023/06/06 06:42:52 - mmengine - INFO - Epoch(train) [7][1600/5138] lr: 1.8090e-04 eta: 18:19:35 time: 0.5420 data_time: 0.0087 memory: 17431 loss: 1.9485 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.9485 2023/06/06 06:43:46 - mmengine - INFO - Epoch(train) [7][1700/5138] lr: 1.8090e-04 eta: 18:18:41 time: 0.5434 data_time: 0.0093 memory: 17431 loss: 2.0173 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0173 2023/06/06 06:44:41 - mmengine - INFO - Epoch(train) [7][1800/5138] lr: 1.8090e-04 eta: 18:17:47 time: 0.5413 data_time: 0.0092 memory: 17431 loss: 1.7603 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7603 2023/06/06 06:45:35 - mmengine - INFO - Epoch(train) [7][1900/5138] lr: 1.8090e-04 eta: 18:16:52 time: 0.5405 data_time: 0.0092 memory: 17431 loss: 2.3538 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3538 2023/06/06 06:46:29 - mmengine - INFO - Epoch(train) [7][2000/5138] lr: 1.8090e-04 eta: 18:15:57 time: 0.5411 data_time: 0.0088 memory: 17431 loss: 1.9723 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9723 2023/06/06 06:47:23 - mmengine - INFO - Epoch(train) [7][2100/5138] lr: 1.8090e-04 eta: 18:15:02 time: 0.5420 data_time: 0.0091 memory: 17431 loss: 1.9633 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9633 2023/06/06 06:48:02 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 06:48:17 - mmengine - INFO - Epoch(train) [7][2200/5138] lr: 1.8090e-04 eta: 18:14:07 time: 0.5403 data_time: 0.0090 memory: 17431 loss: 2.2559 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2559 2023/06/06 06:49:11 - mmengine - INFO - Epoch(train) [7][2300/5138] lr: 1.8090e-04 eta: 18:13:13 time: 0.5415 data_time: 0.0091 memory: 17431 loss: 2.0359 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0359 2023/06/06 06:50:05 - mmengine - INFO - Epoch(train) [7][2400/5138] lr: 1.8090e-04 eta: 18:12:17 time: 0.5345 data_time: 0.0089 memory: 17431 loss: 2.0457 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0457 2023/06/06 06:50:59 - mmengine - INFO - Epoch(train) [7][2500/5138] lr: 1.8090e-04 eta: 18:11:23 time: 0.5393 data_time: 0.0091 memory: 17431 loss: 1.7938 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7938 2023/06/06 06:51:53 - mmengine - INFO - Epoch(train) [7][2600/5138] lr: 1.8090e-04 eta: 18:10:27 time: 0.5366 data_time: 0.0087 memory: 17431 loss: 1.9385 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9385 2023/06/06 06:52:47 - mmengine - INFO - Epoch(train) [7][2700/5138] lr: 1.8090e-04 eta: 18:09:33 time: 0.5424 data_time: 0.0091 memory: 17431 loss: 1.7573 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7573 2023/06/06 06:53:41 - mmengine - INFO - Epoch(train) [7][2800/5138] lr: 1.8090e-04 eta: 18:08:38 time: 0.5509 data_time: 0.0085 memory: 17431 loss: 1.7805 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7805 2023/06/06 06:54:36 - mmengine - INFO - Epoch(train) [7][2900/5138] lr: 1.8090e-04 eta: 18:07:47 time: 0.5511 data_time: 0.0085 memory: 17431 loss: 2.3798 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3798 2023/06/06 06:55:30 - mmengine - INFO - Epoch(train) [7][3000/5138] lr: 1.8090e-04 eta: 18:06:53 time: 0.5399 data_time: 0.0089 memory: 17431 loss: 2.1491 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1491 2023/06/06 06:56:24 - mmengine - INFO - Epoch(train) [7][3100/5138] lr: 1.8090e-04 eta: 18:05:58 time: 0.5397 data_time: 0.0083 memory: 17431 loss: 2.2884 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2884 2023/06/06 06:57:03 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 06:57:18 - mmengine - INFO - Epoch(train) [7][3200/5138] lr: 1.8090e-04 eta: 18:05:03 time: 0.5393 data_time: 0.0089 memory: 17431 loss: 1.9505 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9505 2023/06/06 06:58:13 - mmengine - INFO - Epoch(train) [7][3300/5138] lr: 1.8090e-04 eta: 18:04:10 time: 0.5440 data_time: 0.0091 memory: 17431 loss: 1.7892 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7892 2023/06/06 06:59:07 - mmengine - INFO - Epoch(train) [7][3400/5138] lr: 1.8090e-04 eta: 18:03:16 time: 0.5421 data_time: 0.0089 memory: 17431 loss: 2.6142 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6142 2023/06/06 07:00:01 - mmengine - INFO - Epoch(train) [7][3500/5138] lr: 1.8090e-04 eta: 18:02:21 time: 0.5373 data_time: 0.0089 memory: 17431 loss: 2.1161 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.1161 2023/06/06 07:00:55 - mmengine - INFO - Epoch(train) [7][3600/5138] lr: 1.8090e-04 eta: 18:01:27 time: 0.5450 data_time: 0.0086 memory: 17431 loss: 1.8280 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8280 2023/06/06 07:01:49 - mmengine - INFO - Epoch(train) [7][3700/5138] lr: 1.8090e-04 eta: 18:00:32 time: 0.5370 data_time: 0.0089 memory: 17431 loss: 1.8621 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8621 2023/06/06 07:02:44 - mmengine - INFO - Epoch(train) [7][3800/5138] lr: 1.8090e-04 eta: 17:59:38 time: 0.5418 data_time: 0.0086 memory: 17431 loss: 2.1630 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1630 2023/06/06 07:03:38 - mmengine - INFO - Epoch(train) [7][3900/5138] lr: 1.8090e-04 eta: 17:58:43 time: 0.5397 data_time: 0.0092 memory: 17431 loss: 2.8235 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8235 2023/06/06 07:04:32 - mmengine - INFO - Epoch(train) [7][4000/5138] lr: 1.8090e-04 eta: 17:57:49 time: 0.5426 data_time: 0.0089 memory: 17431 loss: 2.3574 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3574 2023/06/06 07:05:26 - mmengine - INFO - Epoch(train) [7][4100/5138] lr: 1.8090e-04 eta: 17:56:54 time: 0.5370 data_time: 0.0093 memory: 17431 loss: 2.3158 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.3158 2023/06/06 07:06:05 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 07:06:20 - mmengine - INFO - Epoch(train) [7][4200/5138] lr: 1.8090e-04 eta: 17:55:59 time: 0.5437 data_time: 0.0091 memory: 17431 loss: 1.7919 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7919 2023/06/06 07:07:14 - mmengine - INFO - Epoch(train) [7][4300/5138] lr: 1.8090e-04 eta: 17:55:04 time: 0.5410 data_time: 0.0091 memory: 17431 loss: 1.5749 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5749 2023/06/06 07:08:08 - mmengine - INFO - Epoch(train) [7][4400/5138] lr: 1.8090e-04 eta: 17:54:09 time: 0.5401 data_time: 0.0089 memory: 17431 loss: 2.3285 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3285 2023/06/06 07:09:02 - mmengine - INFO - Epoch(train) [7][4500/5138] lr: 1.8090e-04 eta: 17:53:16 time: 0.5473 data_time: 0.0095 memory: 17431 loss: 1.5180 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5180 2023/06/06 07:09:56 - mmengine - INFO - Epoch(train) [7][4600/5138] lr: 1.8090e-04 eta: 17:52:21 time: 0.5402 data_time: 0.0088 memory: 17431 loss: 2.3925 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3925 2023/06/06 07:10:50 - mmengine - INFO - Epoch(train) [7][4700/5138] lr: 1.8090e-04 eta: 17:51:26 time: 0.5384 data_time: 0.0092 memory: 17431 loss: 2.2304 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2304 2023/06/06 07:11:44 - mmengine - INFO - Epoch(train) [7][4800/5138] lr: 1.8090e-04 eta: 17:50:31 time: 0.5405 data_time: 0.0090 memory: 17431 loss: 2.0768 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0768 2023/06/06 07:12:38 - mmengine - INFO - Epoch(train) [7][4900/5138] lr: 1.8090e-04 eta: 17:49:36 time: 0.5413 data_time: 0.0091 memory: 17431 loss: 2.5430 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5430 2023/06/06 07:13:32 - mmengine - INFO - Epoch(train) [7][5000/5138] lr: 1.8090e-04 eta: 17:48:42 time: 0.5430 data_time: 0.0086 memory: 17431 loss: 2.2463 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.2463 2023/06/06 07:14:26 - mmengine - INFO - Epoch(train) [7][5100/5138] lr: 1.8090e-04 eta: 17:47:47 time: 0.5414 data_time: 0.0089 memory: 17431 loss: 2.3039 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3039 2023/06/06 07:14:47 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 07:14:47 - mmengine - INFO - Epoch(train) [7][5138/5138] lr: 1.8090e-04 eta: 17:47:25 time: 0.5269 data_time: 0.0087 memory: 17431 loss: 2.1446 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.1446 2023/06/06 07:15:06 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 07:15:42 - mmengine - INFO - Epoch(train) [8][ 100/5138] lr: 1.7431e-04 eta: 17:46:35 time: 0.5424 data_time: 0.0090 memory: 17431 loss: 2.1249 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1249 2023/06/06 07:16:37 - mmengine - INFO - Epoch(train) [8][ 200/5138] lr: 1.7431e-04 eta: 17:45:42 time: 0.5385 data_time: 0.0086 memory: 17431 loss: 2.0698 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0698 2023/06/06 07:17:31 - mmengine - INFO - Epoch(train) [8][ 300/5138] lr: 1.7431e-04 eta: 17:44:48 time: 0.5435 data_time: 0.0089 memory: 17431 loss: 2.3120 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3120 2023/06/06 07:18:25 - mmengine - INFO - Epoch(train) [8][ 400/5138] lr: 1.7431e-04 eta: 17:43:54 time: 0.5381 data_time: 0.0086 memory: 17431 loss: 2.3501 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3501 2023/06/06 07:19:19 - mmengine - INFO - Epoch(train) [8][ 500/5138] lr: 1.7431e-04 eta: 17:42:59 time: 0.5393 data_time: 0.0090 memory: 17431 loss: 2.3438 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3438 2023/06/06 07:20:13 - mmengine - INFO - Epoch(train) [8][ 600/5138] lr: 1.7431e-04 eta: 17:42:05 time: 0.5393 data_time: 0.0089 memory: 17431 loss: 2.0471 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0471 2023/06/06 07:21:07 - mmengine - INFO - Epoch(train) [8][ 700/5138] lr: 1.7431e-04 eta: 17:41:10 time: 0.5404 data_time: 0.0092 memory: 17431 loss: 1.9952 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9952 2023/06/06 07:22:02 - mmengine - INFO - Epoch(train) [8][ 800/5138] lr: 1.7431e-04 eta: 17:40:16 time: 0.5430 data_time: 0.0092 memory: 17431 loss: 2.3628 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3628 2023/06/06 07:22:56 - mmengine - INFO - Epoch(train) [8][ 900/5138] lr: 1.7431e-04 eta: 17:39:21 time: 0.5402 data_time: 0.0089 memory: 17431 loss: 1.9819 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9819 2023/06/06 07:23:50 - mmengine - INFO - Epoch(train) [8][1000/5138] lr: 1.7431e-04 eta: 17:38:27 time: 0.5398 data_time: 0.0088 memory: 17431 loss: 1.8013 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8013 2023/06/06 07:24:08 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 07:24:44 - mmengine - INFO - Epoch(train) [8][1100/5138] lr: 1.7431e-04 eta: 17:37:32 time: 0.5380 data_time: 0.0092 memory: 17431 loss: 2.2958 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2958 2023/06/06 07:25:38 - mmengine - INFO - Epoch(train) [8][1200/5138] lr: 1.7431e-04 eta: 17:36:38 time: 0.5398 data_time: 0.0089 memory: 17431 loss: 1.9075 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.9075 2023/06/06 07:26:32 - mmengine - INFO - Epoch(train) [8][1300/5138] lr: 1.7431e-04 eta: 17:35:43 time: 0.5426 data_time: 0.0091 memory: 17431 loss: 2.1042 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1042 2023/06/06 07:27:26 - mmengine - INFO - Epoch(train) [8][1400/5138] lr: 1.7431e-04 eta: 17:34:49 time: 0.5439 data_time: 0.0090 memory: 17431 loss: 2.2197 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2197 2023/06/06 07:28:20 - mmengine - INFO - Epoch(train) [8][1500/5138] lr: 1.7431e-04 eta: 17:33:54 time: 0.5409 data_time: 0.0090 memory: 17431 loss: 1.9536 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9536 2023/06/06 07:29:14 - mmengine - INFO - Epoch(train) [8][1600/5138] lr: 1.7431e-04 eta: 17:33:00 time: 0.5429 data_time: 0.0086 memory: 17431 loss: 2.1287 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1287 2023/06/06 07:30:09 - mmengine - INFO - Epoch(train) [8][1700/5138] lr: 1.7431e-04 eta: 17:32:05 time: 0.5444 data_time: 0.0093 memory: 17431 loss: 2.2226 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2226 2023/06/06 07:31:03 - mmengine - INFO - Epoch(train) [8][1800/5138] lr: 1.7431e-04 eta: 17:31:11 time: 0.5406 data_time: 0.0091 memory: 17431 loss: 2.2258 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2258 2023/06/06 07:31:57 - mmengine - INFO - Epoch(train) [8][1900/5138] lr: 1.7431e-04 eta: 17:30:16 time: 0.5404 data_time: 0.0094 memory: 17431 loss: 1.8327 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8327 2023/06/06 07:32:51 - mmengine - INFO - Epoch(train) [8][2000/5138] lr: 1.7431e-04 eta: 17:29:22 time: 0.5390 data_time: 0.0087 memory: 17431 loss: 1.8578 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8578 2023/06/06 07:33:09 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 07:33:45 - mmengine - INFO - Epoch(train) [8][2100/5138] lr: 1.7431e-04 eta: 17:28:28 time: 0.5462 data_time: 0.0094 memory: 17431 loss: 2.0196 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0196 2023/06/06 07:34:39 - mmengine - INFO - Epoch(train) [8][2200/5138] lr: 1.7431e-04 eta: 17:27:33 time: 0.5377 data_time: 0.0091 memory: 17431 loss: 2.1176 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.1176 2023/06/06 07:35:33 - mmengine - INFO - Epoch(train) [8][2300/5138] lr: 1.7431e-04 eta: 17:26:39 time: 0.5404 data_time: 0.0091 memory: 17431 loss: 1.9649 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9649 2023/06/06 07:36:28 - mmengine - INFO - Epoch(train) [8][2400/5138] lr: 1.7431e-04 eta: 17:25:45 time: 0.5416 data_time: 0.0089 memory: 17431 loss: 1.8932 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8932 2023/06/06 07:37:22 - mmengine - INFO - Epoch(train) [8][2500/5138] lr: 1.7431e-04 eta: 17:24:50 time: 0.5394 data_time: 0.0094 memory: 17431 loss: 2.0053 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0053 2023/06/06 07:38:16 - mmengine - INFO - Epoch(train) [8][2600/5138] lr: 1.7431e-04 eta: 17:23:55 time: 0.5390 data_time: 0.0090 memory: 17431 loss: 2.4121 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4121 2023/06/06 07:39:10 - mmengine - INFO - Epoch(train) [8][2700/5138] lr: 1.7431e-04 eta: 17:23:01 time: 0.5393 data_time: 0.0088 memory: 17431 loss: 1.7062 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7062 2023/06/06 07:40:04 - mmengine - INFO - Epoch(train) [8][2800/5138] lr: 1.7431e-04 eta: 17:22:07 time: 0.5433 data_time: 0.0089 memory: 17431 loss: 2.0907 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.0907 2023/06/06 07:40:58 - mmengine - INFO - Epoch(train) [8][2900/5138] lr: 1.7431e-04 eta: 17:21:13 time: 0.5424 data_time: 0.0090 memory: 17431 loss: 1.5725 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5725 2023/06/06 07:41:52 - mmengine - INFO - Epoch(train) [8][3000/5138] lr: 1.7431e-04 eta: 17:20:18 time: 0.5429 data_time: 0.0089 memory: 17431 loss: 2.1118 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1118 2023/06/06 07:42:12 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 07:42:48 - mmengine - INFO - Epoch(train) [8][3100/5138] lr: 1.7431e-04 eta: 17:19:28 time: 0.5445 data_time: 0.0089 memory: 17431 loss: 1.6419 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6419 2023/06/06 07:43:43 - mmengine - INFO - Epoch(train) [8][3200/5138] lr: 1.7431e-04 eta: 17:18:35 time: 0.5398 data_time: 0.0091 memory: 17431 loss: 2.3886 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3886 2023/06/06 07:44:37 - mmengine - INFO - Epoch(train) [8][3300/5138] lr: 1.7431e-04 eta: 17:17:41 time: 0.5386 data_time: 0.0092 memory: 17431 loss: 1.8315 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8315 2023/06/06 07:45:32 - mmengine - INFO - Epoch(train) [8][3400/5138] lr: 1.7431e-04 eta: 17:16:48 time: 0.5508 data_time: 0.0084 memory: 17431 loss: 2.3227 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3227 2023/06/06 07:46:26 - mmengine - INFO - Epoch(train) [8][3500/5138] lr: 1.7431e-04 eta: 17:15:54 time: 0.5401 data_time: 0.0093 memory: 17431 loss: 2.1129 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1129 2023/06/06 07:47:20 - mmengine - INFO - Epoch(train) [8][3600/5138] lr: 1.7431e-04 eta: 17:15:00 time: 0.5381 data_time: 0.0083 memory: 17431 loss: 2.0243 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0243 2023/06/06 07:48:14 - mmengine - INFO - Epoch(train) [8][3700/5138] lr: 1.7431e-04 eta: 17:14:06 time: 0.5442 data_time: 0.0090 memory: 17431 loss: 2.0170 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0170 2023/06/06 07:49:08 - mmengine - INFO - Epoch(train) [8][3800/5138] lr: 1.7431e-04 eta: 17:13:12 time: 0.5430 data_time: 0.0088 memory: 17431 loss: 1.6470 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6470 2023/06/06 07:50:03 - mmengine - INFO - Epoch(train) [8][3900/5138] lr: 1.7431e-04 eta: 17:12:17 time: 0.5398 data_time: 0.0092 memory: 17431 loss: 2.1416 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1416 2023/06/06 07:50:57 - mmengine - INFO - Epoch(train) [8][4000/5138] lr: 1.7431e-04 eta: 17:11:23 time: 0.5488 data_time: 0.0087 memory: 17431 loss: 2.2921 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2921 2023/06/06 07:51:15 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 07:51:51 - mmengine - INFO - Epoch(train) [8][4100/5138] lr: 1.7431e-04 eta: 17:10:29 time: 0.5385 data_time: 0.0091 memory: 17431 loss: 2.0080 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0080 2023/06/06 07:52:45 - mmengine - INFO - Epoch(train) [8][4200/5138] lr: 1.7431e-04 eta: 17:09:35 time: 0.5483 data_time: 0.0090 memory: 17431 loss: 2.2456 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2456 2023/06/06 07:53:40 - mmengine - INFO - Epoch(train) [8][4300/5138] lr: 1.7431e-04 eta: 17:08:42 time: 0.5399 data_time: 0.0091 memory: 17431 loss: 2.0248 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0248 2023/06/06 07:54:34 - mmengine - INFO - Epoch(train) [8][4400/5138] lr: 1.7431e-04 eta: 17:07:47 time: 0.5390 data_time: 0.0088 memory: 17431 loss: 1.7948 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7948 2023/06/06 07:55:28 - mmengine - INFO - Epoch(train) [8][4500/5138] lr: 1.7431e-04 eta: 17:06:53 time: 0.5413 data_time: 0.0091 memory: 17431 loss: 1.9032 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9032 2023/06/06 07:56:22 - mmengine - INFO - Epoch(train) [8][4600/5138] lr: 1.7431e-04 eta: 17:05:58 time: 0.5404 data_time: 0.0089 memory: 17431 loss: 1.8845 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.8845 2023/06/06 07:57:16 - mmengine - INFO - Epoch(train) [8][4700/5138] lr: 1.7431e-04 eta: 17:05:04 time: 0.5406 data_time: 0.0092 memory: 17431 loss: 1.8045 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8045 2023/06/06 07:58:10 - mmengine - INFO - Epoch(train) [8][4800/5138] lr: 1.7431e-04 eta: 17:04:09 time: 0.5390 data_time: 0.0088 memory: 17431 loss: 1.9809 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9809 2023/06/06 07:59:05 - mmengine - INFO - Epoch(train) [8][4900/5138] lr: 1.7431e-04 eta: 17:03:15 time: 0.5420 data_time: 0.0092 memory: 17431 loss: 1.6389 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6389 2023/06/06 07:59:59 - mmengine - INFO - Epoch(train) [8][5000/5138] lr: 1.7431e-04 eta: 17:02:21 time: 0.5424 data_time: 0.0090 memory: 17431 loss: 1.8853 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8853 2023/06/06 08:00:17 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 08:00:53 - mmengine - INFO - Epoch(train) [8][5100/5138] lr: 1.7431e-04 eta: 17:01:26 time: 0.5380 data_time: 0.0093 memory: 17431 loss: 2.2246 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2246 2023/06/06 08:01:13 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 08:01:13 - mmengine - INFO - Epoch(train) [8][5138/5138] lr: 1.7431e-04 eta: 17:01:05 time: 0.5232 data_time: 0.0094 memory: 17431 loss: 1.7064 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7064 2023/06/06 08:02:09 - mmengine - INFO - Epoch(train) [9][ 100/5138] lr: 1.6691e-04 eta: 17:00:15 time: 0.5516 data_time: 0.0080 memory: 17431 loss: 2.3687 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3687 2023/06/06 08:03:03 - mmengine - INFO - Epoch(train) [9][ 200/5138] lr: 1.6691e-04 eta: 16:59:21 time: 0.5430 data_time: 0.0091 memory: 17431 loss: 2.0389 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0389 2023/06/06 08:03:57 - mmengine - INFO - Epoch(train) [9][ 300/5138] lr: 1.6691e-04 eta: 16:58:26 time: 0.5437 data_time: 0.0092 memory: 17431 loss: 1.9086 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9086 2023/06/06 08:04:51 - mmengine - INFO - Epoch(train) [9][ 400/5138] lr: 1.6691e-04 eta: 16:57:32 time: 0.5391 data_time: 0.0090 memory: 17431 loss: 2.2738 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2738 2023/06/06 08:05:45 - mmengine - INFO - Epoch(train) [9][ 500/5138] lr: 1.6691e-04 eta: 16:56:37 time: 0.5368 data_time: 0.0085 memory: 17431 loss: 1.9553 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9553 2023/06/06 08:06:39 - mmengine - INFO - Epoch(train) [9][ 600/5138] lr: 1.6691e-04 eta: 16:55:42 time: 0.5409 data_time: 0.0089 memory: 17431 loss: 1.8991 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8991 2023/06/06 08:07:34 - mmengine - INFO - Epoch(train) [9][ 700/5138] lr: 1.6691e-04 eta: 16:54:49 time: 0.5419 data_time: 0.0092 memory: 17431 loss: 1.7817 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7817 2023/06/06 08:08:28 - mmengine - INFO - Epoch(train) [9][ 800/5138] lr: 1.6691e-04 eta: 16:53:54 time: 0.5382 data_time: 0.0091 memory: 17431 loss: 1.9938 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9938 2023/06/06 08:09:20 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 08:09:22 - mmengine - INFO - Epoch(train) [9][ 900/5138] lr: 1.6691e-04 eta: 16:52:59 time: 0.5374 data_time: 0.0090 memory: 17431 loss: 2.2234 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2234 2023/06/06 08:10:17 - mmengine - INFO - Epoch(train) [9][1000/5138] lr: 1.6691e-04 eta: 16:52:06 time: 0.5411 data_time: 0.0087 memory: 17431 loss: 1.8179 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8179 2023/06/06 08:11:11 - mmengine - INFO - Epoch(train) [9][1100/5138] lr: 1.6691e-04 eta: 16:51:11 time: 0.5389 data_time: 0.0093 memory: 17431 loss: 1.4272 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4272 2023/06/06 08:12:05 - mmengine - INFO - Epoch(train) [9][1200/5138] lr: 1.6691e-04 eta: 16:50:17 time: 0.5422 data_time: 0.0090 memory: 17431 loss: 1.5840 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5840 2023/06/06 08:12:59 - mmengine - INFO - Epoch(train) [9][1300/5138] lr: 1.6691e-04 eta: 16:49:23 time: 0.5521 data_time: 0.0086 memory: 17431 loss: 2.2203 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2203 2023/06/06 08:13:54 - mmengine - INFO - Epoch(train) [9][1400/5138] lr: 1.6691e-04 eta: 16:48:30 time: 0.5405 data_time: 0.0090 memory: 17431 loss: 2.3181 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3181 2023/06/06 08:14:48 - mmengine - INFO - Epoch(train) [9][1500/5138] lr: 1.6691e-04 eta: 16:47:36 time: 0.5438 data_time: 0.0095 memory: 17431 loss: 2.0491 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0491 2023/06/06 08:15:42 - mmengine - INFO - Epoch(train) [9][1600/5138] lr: 1.6691e-04 eta: 16:46:41 time: 0.5375 data_time: 0.0087 memory: 17431 loss: 1.8461 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8461 2023/06/06 08:16:36 - mmengine - INFO - Epoch(train) [9][1700/5138] lr: 1.6691e-04 eta: 16:45:47 time: 0.5417 data_time: 0.0092 memory: 17431 loss: 2.1827 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1827 2023/06/06 08:17:30 - mmengine - INFO - Epoch(train) [9][1800/5138] lr: 1.6691e-04 eta: 16:44:53 time: 0.5418 data_time: 0.0088 memory: 17431 loss: 1.9903 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9903 2023/06/06 08:18:22 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 08:18:25 - mmengine - INFO - Epoch(train) [9][1900/5138] lr: 1.6691e-04 eta: 16:43:59 time: 0.5402 data_time: 0.0091 memory: 17431 loss: 1.7599 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7599 2023/06/06 08:19:19 - mmengine - INFO - Epoch(train) [9][2000/5138] lr: 1.6691e-04 eta: 16:43:06 time: 0.5408 data_time: 0.0090 memory: 17431 loss: 1.6756 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6756 2023/06/06 08:20:14 - mmengine - INFO - Epoch(train) [9][2100/5138] lr: 1.6691e-04 eta: 16:42:12 time: 0.5388 data_time: 0.0093 memory: 17431 loss: 2.0597 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0597 2023/06/06 08:21:08 - mmengine - INFO - Epoch(train) [9][2200/5138] lr: 1.6691e-04 eta: 16:41:19 time: 0.5428 data_time: 0.0088 memory: 17431 loss: 1.8166 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8166 2023/06/06 08:22:02 - mmengine - INFO - Epoch(train) [9][2300/5138] lr: 1.6691e-04 eta: 16:40:24 time: 0.5391 data_time: 0.0092 memory: 17431 loss: 1.9747 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.9747 2023/06/06 08:22:56 - mmengine - INFO - Epoch(train) [9][2400/5138] lr: 1.6691e-04 eta: 16:39:30 time: 0.5423 data_time: 0.0090 memory: 17431 loss: 1.8371 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8371 2023/06/06 08:23:51 - mmengine - INFO - Epoch(train) [9][2500/5138] lr: 1.6691e-04 eta: 16:38:37 time: 0.5493 data_time: 0.0087 memory: 17431 loss: 2.1287 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1287 2023/06/06 08:24:46 - mmengine - INFO - Epoch(train) [9][2600/5138] lr: 1.6691e-04 eta: 16:37:43 time: 0.5430 data_time: 0.0089 memory: 17431 loss: 2.0867 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0867 2023/06/06 08:25:40 - mmengine - INFO - Epoch(train) [9][2700/5138] lr: 1.6691e-04 eta: 16:36:49 time: 0.5426 data_time: 0.0087 memory: 17431 loss: 2.0165 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0165 2023/06/06 08:26:34 - mmengine - INFO - Epoch(train) [9][2800/5138] lr: 1.6691e-04 eta: 16:35:54 time: 0.5361 data_time: 0.0090 memory: 17431 loss: 1.8899 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8899 2023/06/06 08:27:26 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 08:27:28 - mmengine - INFO - Epoch(train) [9][2900/5138] lr: 1.6691e-04 eta: 16:34:59 time: 0.5358 data_time: 0.0093 memory: 17431 loss: 2.0471 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0471 2023/06/06 08:28:22 - mmengine - INFO - Epoch(train) [9][3000/5138] lr: 1.6691e-04 eta: 16:34:06 time: 0.5460 data_time: 0.0083 memory: 17431 loss: 1.8801 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8801 2023/06/06 08:29:17 - mmengine - INFO - Epoch(train) [9][3100/5138] lr: 1.6691e-04 eta: 16:33:13 time: 0.5614 data_time: 0.0086 memory: 17431 loss: 2.0092 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0092 2023/06/06 08:30:11 - mmengine - INFO - Epoch(train) [9][3200/5138] lr: 1.6691e-04 eta: 16:32:19 time: 0.5395 data_time: 0.0092 memory: 17431 loss: 2.0720 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0720 2023/06/06 08:31:06 - mmengine - INFO - Epoch(train) [9][3300/5138] lr: 1.6691e-04 eta: 16:31:25 time: 0.5413 data_time: 0.0093 memory: 17431 loss: 1.8441 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8441 2023/06/06 08:32:00 - mmengine - INFO - Epoch(train) [9][3400/5138] lr: 1.6691e-04 eta: 16:30:31 time: 0.5439 data_time: 0.0085 memory: 17431 loss: 1.8276 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8276 2023/06/06 08:32:54 - mmengine - INFO - Epoch(train) [9][3500/5138] lr: 1.6691e-04 eta: 16:29:37 time: 0.5447 data_time: 0.0091 memory: 17431 loss: 2.2615 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2615 2023/06/06 08:33:48 - mmengine - INFO - Epoch(train) [9][3600/5138] lr: 1.6691e-04 eta: 16:28:42 time: 0.5396 data_time: 0.0088 memory: 17431 loss: 2.1515 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.1515 2023/06/06 08:34:43 - mmengine - INFO - Epoch(train) [9][3700/5138] lr: 1.6691e-04 eta: 16:27:48 time: 0.5389 data_time: 0.0091 memory: 17431 loss: 1.9991 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9991 2023/06/06 08:35:37 - mmengine - INFO - Epoch(train) [9][3800/5138] lr: 1.6691e-04 eta: 16:26:54 time: 0.5443 data_time: 0.0090 memory: 17431 loss: 1.9966 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9966 2023/06/06 08:36:29 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 08:36:31 - mmengine - INFO - Epoch(train) [9][3900/5138] lr: 1.6691e-04 eta: 16:26:00 time: 0.5416 data_time: 0.0093 memory: 17431 loss: 1.8072 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8072 2023/06/06 08:37:25 - mmengine - INFO - Epoch(train) [9][4000/5138] lr: 1.6691e-04 eta: 16:25:05 time: 0.5447 data_time: 0.0087 memory: 17431 loss: 2.1533 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1533 2023/06/06 08:38:19 - mmengine - INFO - Epoch(train) [9][4100/5138] lr: 1.6691e-04 eta: 16:24:10 time: 0.5397 data_time: 0.0088 memory: 17431 loss: 1.9358 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9358 2023/06/06 08:39:13 - mmengine - INFO - Epoch(train) [9][4200/5138] lr: 1.6691e-04 eta: 16:23:16 time: 0.5446 data_time: 0.0086 memory: 17431 loss: 2.1010 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1010 2023/06/06 08:40:07 - mmengine - INFO - Epoch(train) [9][4300/5138] lr: 1.6691e-04 eta: 16:22:21 time: 0.5413 data_time: 0.0094 memory: 17431 loss: 2.1195 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1195 2023/06/06 08:41:01 - mmengine - INFO - Epoch(train) [9][4400/5138] lr: 1.6691e-04 eta: 16:21:27 time: 0.5406 data_time: 0.0091 memory: 17431 loss: 1.8387 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8387 2023/06/06 08:41:55 - mmengine - INFO - Epoch(train) [9][4500/5138] lr: 1.6691e-04 eta: 16:20:33 time: 0.5419 data_time: 0.0090 memory: 17431 loss: 1.8645 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8645 2023/06/06 08:42:50 - mmengine - INFO - Epoch(train) [9][4600/5138] lr: 1.6691e-04 eta: 16:19:38 time: 0.5403 data_time: 0.0090 memory: 17431 loss: 2.3669 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3669 2023/06/06 08:43:44 - mmengine - INFO - Epoch(train) [9][4700/5138] lr: 1.6691e-04 eta: 16:18:44 time: 0.5386 data_time: 0.0095 memory: 17431 loss: 1.9132 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9132 2023/06/06 08:44:38 - mmengine - INFO - Epoch(train) [9][4800/5138] lr: 1.6691e-04 eta: 16:17:49 time: 0.5417 data_time: 0.0090 memory: 17431 loss: 1.8594 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8594 2023/06/06 08:45:30 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 08:45:32 - mmengine - INFO - Epoch(train) [9][4900/5138] lr: 1.6691e-04 eta: 16:16:55 time: 0.5390 data_time: 0.0094 memory: 17431 loss: 2.0465 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0465 2023/06/06 08:46:26 - mmengine - INFO - Epoch(train) [9][5000/5138] lr: 1.6691e-04 eta: 16:16:01 time: 0.5390 data_time: 0.0091 memory: 17431 loss: 1.7271 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7271 2023/06/06 08:47:20 - mmengine - INFO - Epoch(train) [9][5100/5138] lr: 1.6691e-04 eta: 16:15:06 time: 0.5423 data_time: 0.0092 memory: 17431 loss: 2.1138 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.1138 2023/06/06 08:47:41 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 08:47:41 - mmengine - INFO - Epoch(train) [9][5138/5138] lr: 1.6691e-04 eta: 16:14:45 time: 0.5267 data_time: 0.0092 memory: 17431 loss: 1.7625 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 1.7625 2023/06/06 08:47:41 - mmengine - INFO - Saving checkpoint at 9 epochs 2023/06/06 08:48:06 - mmengine - INFO - Epoch(val) [9][100/520] eta: 0:01:34 time: 0.2215 data_time: 0.0052 memory: 3719 2023/06/06 08:48:29 - mmengine - INFO - Epoch(val) [9][200/520] eta: 0:01:11 time: 0.2211 data_time: 0.0051 memory: 3719 2023/06/06 08:48:51 - mmengine - INFO - Epoch(val) [9][300/520] eta: 0:00:49 time: 0.2214 data_time: 0.0050 memory: 3719 2023/06/06 08:49:13 - mmengine - INFO - Epoch(val) [9][400/520] eta: 0:00:26 time: 0.2214 data_time: 0.0050 memory: 3719 2023/06/06 08:49:35 - mmengine - INFO - Epoch(val) [9][500/520] eta: 0:00:04 time: 0.2214 data_time: 0.0050 memory: 3719 2023/06/06 08:54:16 - mmengine - INFO - Epoch(val) [9][520/520] acc/top1: 0.6116 acc/top5: 0.8330 acc/mean1: 0.6047 data_time: 0.0060 time: 0.2218 2023/06/06 08:54:16 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb/best_acc_top1_epoch_6.pth is removed 2023/06/06 08:54:18 - mmengine - INFO - The best checkpoint with 0.6116 acc/top1 at 9 epoch is saved to best_acc_top1_epoch_9.pth. 2023/06/06 08:55:13 - mmengine - INFO - Epoch(train) [10][ 100/5138] lr: 1.5878e-04 eta: 16:13:52 time: 0.5403 data_time: 0.0090 memory: 17431 loss: 1.8750 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8750 2023/06/06 08:56:07 - mmengine - INFO - Epoch(train) [10][ 200/5138] lr: 1.5878e-04 eta: 16:12:57 time: 0.5419 data_time: 0.0089 memory: 17431 loss: 2.1879 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1879 2023/06/06 08:57:01 - mmengine - INFO - Epoch(train) [10][ 300/5138] lr: 1.5878e-04 eta: 16:12:03 time: 0.5375 data_time: 0.0091 memory: 17431 loss: 2.2116 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2116 2023/06/06 08:57:55 - mmengine - INFO - Epoch(train) [10][ 400/5138] lr: 1.5878e-04 eta: 16:11:09 time: 0.5405 data_time: 0.0087 memory: 17431 loss: 1.7383 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7383 2023/06/06 08:58:49 - mmengine - INFO - Epoch(train) [10][ 500/5138] lr: 1.5878e-04 eta: 16:10:15 time: 0.5390 data_time: 0.0093 memory: 17431 loss: 1.8390 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8390 2023/06/06 08:59:44 - mmengine - INFO - Epoch(train) [10][ 600/5138] lr: 1.5878e-04 eta: 16:09:20 time: 0.5473 data_time: 0.0092 memory: 17431 loss: 1.8400 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8400 2023/06/06 09:00:38 - mmengine - INFO - Epoch(train) [10][ 700/5138] lr: 1.5878e-04 eta: 16:08:26 time: 0.5394 data_time: 0.0093 memory: 17431 loss: 1.6996 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6996 2023/06/06 09:01:09 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 09:01:32 - mmengine - INFO - Epoch(train) [10][ 800/5138] lr: 1.5878e-04 eta: 16:07:32 time: 0.5405 data_time: 0.0089 memory: 17431 loss: 1.9339 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9339 2023/06/06 09:02:26 - mmengine - INFO - Epoch(train) [10][ 900/5138] lr: 1.5878e-04 eta: 16:06:38 time: 0.5483 data_time: 0.0089 memory: 17431 loss: 1.9921 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.9921 2023/06/06 09:03:21 - mmengine - INFO - Epoch(train) [10][1000/5138] lr: 1.5878e-04 eta: 16:05:44 time: 0.5420 data_time: 0.0090 memory: 17431 loss: 1.8380 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8380 2023/06/06 09:04:15 - mmengine - INFO - Epoch(train) [10][1100/5138] lr: 1.5878e-04 eta: 16:04:49 time: 0.5384 data_time: 0.0090 memory: 17431 loss: 1.7869 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7869 2023/06/06 09:05:09 - mmengine - INFO - Epoch(train) [10][1200/5138] lr: 1.5878e-04 eta: 16:03:55 time: 0.5414 data_time: 0.0084 memory: 17431 loss: 2.2808 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2808 2023/06/06 09:06:04 - mmengine - INFO - Epoch(train) [10][1300/5138] lr: 1.5878e-04 eta: 16:03:02 time: 0.5393 data_time: 0.0090 memory: 17431 loss: 1.9177 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 1.9177 2023/06/06 09:06:58 - mmengine - INFO - Epoch(train) [10][1400/5138] lr: 1.5878e-04 eta: 16:02:08 time: 0.5417 data_time: 0.0085 memory: 17431 loss: 1.6664 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6664 2023/06/06 09:07:52 - mmengine - INFO - Epoch(train) [10][1500/5138] lr: 1.5878e-04 eta: 16:01:13 time: 0.5343 data_time: 0.0090 memory: 17431 loss: 2.1069 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.1069 2023/06/06 09:08:46 - mmengine - INFO - Epoch(train) [10][1600/5138] lr: 1.5878e-04 eta: 16:00:19 time: 0.5386 data_time: 0.0084 memory: 17431 loss: 1.8538 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8538 2023/06/06 09:09:41 - mmengine - INFO - Epoch(train) [10][1700/5138] lr: 1.5878e-04 eta: 15:59:25 time: 0.5454 data_time: 0.0083 memory: 17431 loss: 1.9522 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9522 2023/06/06 09:10:12 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 09:10:35 - mmengine - INFO - Epoch(train) [10][1800/5138] lr: 1.5878e-04 eta: 15:58:31 time: 0.5465 data_time: 0.0087 memory: 17431 loss: 1.8264 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8264 2023/06/06 09:11:30 - mmengine - INFO - Epoch(train) [10][1900/5138] lr: 1.5878e-04 eta: 15:57:39 time: 0.5497 data_time: 0.0078 memory: 17431 loss: 1.5787 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5787 2023/06/06 09:12:24 - mmengine - INFO - Epoch(train) [10][2000/5138] lr: 1.5878e-04 eta: 15:56:45 time: 0.5424 data_time: 0.0079 memory: 17431 loss: 1.7744 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7744 2023/06/06 09:13:19 - mmengine - INFO - Epoch(train) [10][2100/5138] lr: 1.5878e-04 eta: 15:55:52 time: 0.5401 data_time: 0.0090 memory: 17431 loss: 1.9506 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9506 2023/06/06 09:14:14 - mmengine - INFO - Epoch(train) [10][2200/5138] lr: 1.5878e-04 eta: 15:54:59 time: 0.5380 data_time: 0.0089 memory: 17431 loss: 2.0722 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0722 2023/06/06 09:15:08 - mmengine - INFO - Epoch(train) [10][2300/5138] lr: 1.5878e-04 eta: 15:54:04 time: 0.5370 data_time: 0.0083 memory: 17431 loss: 1.8738 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8738 2023/06/06 09:16:02 - mmengine - INFO - Epoch(train) [10][2400/5138] lr: 1.5878e-04 eta: 15:53:10 time: 0.5410 data_time: 0.0089 memory: 17431 loss: 1.4739 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4739 2023/06/06 09:16:56 - mmengine - INFO - Epoch(train) [10][2500/5138] lr: 1.5878e-04 eta: 15:52:16 time: 0.5382 data_time: 0.0095 memory: 17431 loss: 2.2238 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2238 2023/06/06 09:17:51 - mmengine - INFO - Epoch(train) [10][2600/5138] lr: 1.5878e-04 eta: 15:51:22 time: 0.5435 data_time: 0.0090 memory: 17431 loss: 1.7229 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7229 2023/06/06 09:18:45 - mmengine - INFO - Epoch(train) [10][2700/5138] lr: 1.5878e-04 eta: 15:50:28 time: 0.5423 data_time: 0.0093 memory: 17431 loss: 1.7908 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7908 2023/06/06 09:19:16 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 09:19:39 - mmengine - INFO - Epoch(train) [10][2800/5138] lr: 1.5878e-04 eta: 15:49:34 time: 0.5437 data_time: 0.0090 memory: 17431 loss: 1.9934 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9934 2023/06/06 09:20:33 - mmengine - INFO - Epoch(train) [10][2900/5138] lr: 1.5878e-04 eta: 15:48:39 time: 0.5430 data_time: 0.0099 memory: 17431 loss: 1.9746 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9746 2023/06/06 09:21:27 - mmengine - INFO - Epoch(train) [10][3000/5138] lr: 1.5878e-04 eta: 15:47:45 time: 0.5445 data_time: 0.0092 memory: 17431 loss: 1.8888 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8888 2023/06/06 09:22:22 - mmengine - INFO - Epoch(train) [10][3100/5138] lr: 1.5878e-04 eta: 15:46:51 time: 0.5411 data_time: 0.0091 memory: 17431 loss: 1.8176 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8176 2023/06/06 09:23:16 - mmengine - INFO - Epoch(train) [10][3200/5138] lr: 1.5878e-04 eta: 15:45:57 time: 0.5454 data_time: 0.0083 memory: 17431 loss: 2.3212 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3212 2023/06/06 09:24:11 - mmengine - INFO - Epoch(train) [10][3300/5138] lr: 1.5878e-04 eta: 15:45:05 time: 0.5498 data_time: 0.0075 memory: 17431 loss: 1.7071 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7071 2023/06/06 09:25:06 - mmengine - INFO - Epoch(train) [10][3400/5138] lr: 1.5878e-04 eta: 15:44:11 time: 0.5414 data_time: 0.0088 memory: 17431 loss: 2.2705 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2705 2023/06/06 09:26:00 - mmengine - INFO - Epoch(train) [10][3500/5138] lr: 1.5878e-04 eta: 15:43:18 time: 0.5406 data_time: 0.0099 memory: 17431 loss: 2.0724 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0724 2023/06/06 09:26:55 - mmengine - INFO - Epoch(train) [10][3600/5138] lr: 1.5878e-04 eta: 15:42:25 time: 0.5567 data_time: 0.0080 memory: 17431 loss: 1.7515 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7515 2023/06/06 09:27:49 - mmengine - INFO - Epoch(train) [10][3700/5138] lr: 1.5878e-04 eta: 15:41:31 time: 0.5437 data_time: 0.0090 memory: 17431 loss: 1.7743 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7743 2023/06/06 09:28:21 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 09:28:44 - mmengine - INFO - Epoch(train) [10][3800/5138] lr: 1.5878e-04 eta: 15:40:37 time: 0.5447 data_time: 0.0090 memory: 17431 loss: 2.0772 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0772 2023/06/06 09:29:38 - mmengine - INFO - Epoch(train) [10][3900/5138] lr: 1.5878e-04 eta: 15:39:43 time: 0.5415 data_time: 0.0092 memory: 17431 loss: 1.8123 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8123 2023/06/06 09:30:33 - mmengine - INFO - Epoch(train) [10][4000/5138] lr: 1.5878e-04 eta: 15:38:49 time: 0.5419 data_time: 0.0084 memory: 17431 loss: 1.6190 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6190 2023/06/06 09:31:27 - mmengine - INFO - Epoch(train) [10][4100/5138] lr: 1.5878e-04 eta: 15:37:55 time: 0.5404 data_time: 0.0093 memory: 17431 loss: 1.8626 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8626 2023/06/06 09:32:22 - mmengine - INFO - Epoch(train) [10][4200/5138] lr: 1.5878e-04 eta: 15:37:02 time: 0.5559 data_time: 0.0087 memory: 17431 loss: 1.5899 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5899 2023/06/06 09:33:16 - mmengine - INFO - Epoch(train) [10][4300/5138] lr: 1.5878e-04 eta: 15:36:08 time: 0.5426 data_time: 0.0091 memory: 17431 loss: 1.7967 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7967 2023/06/06 09:34:11 - mmengine - INFO - Epoch(train) [10][4400/5138] lr: 1.5878e-04 eta: 15:35:15 time: 0.5616 data_time: 0.0084 memory: 17431 loss: 1.8104 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.8104 2023/06/06 09:35:05 - mmengine - INFO - Epoch(train) [10][4500/5138] lr: 1.5878e-04 eta: 15:34:21 time: 0.5427 data_time: 0.0090 memory: 17431 loss: 2.0015 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0015 2023/06/06 09:36:00 - mmengine - INFO - Epoch(train) [10][4600/5138] lr: 1.5878e-04 eta: 15:33:27 time: 0.5431 data_time: 0.0087 memory: 17431 loss: 1.5651 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5651 2023/06/06 09:36:54 - mmengine - INFO - Epoch(train) [10][4700/5138] lr: 1.5878e-04 eta: 15:32:33 time: 0.5446 data_time: 0.0092 memory: 17431 loss: 2.0372 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0372 2023/06/06 09:37:26 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 09:37:49 - mmengine - INFO - Epoch(train) [10][4800/5138] lr: 1.5878e-04 eta: 15:31:40 time: 0.5450 data_time: 0.0085 memory: 17431 loss: 1.9134 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9134 2023/06/06 09:38:43 - mmengine - INFO - Epoch(train) [10][4900/5138] lr: 1.5878e-04 eta: 15:30:46 time: 0.5447 data_time: 0.0090 memory: 17431 loss: 1.5989 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5989 2023/06/06 09:39:37 - mmengine - INFO - Epoch(train) [10][5000/5138] lr: 1.5878e-04 eta: 15:29:52 time: 0.5437 data_time: 0.0085 memory: 17431 loss: 2.1348 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1348 2023/06/06 09:40:32 - mmengine - INFO - Epoch(train) [10][5100/5138] lr: 1.5878e-04 eta: 15:28:58 time: 0.5451 data_time: 0.0091 memory: 17431 loss: 2.1828 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1828 2023/06/06 09:40:52 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 09:40:52 - mmengine - INFO - Epoch(train) [10][5138/5138] lr: 1.5878e-04 eta: 15:28:37 time: 0.5271 data_time: 0.0090 memory: 17431 loss: 1.6633 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6633 2023/06/06 09:41:48 - mmengine - INFO - Epoch(train) [11][ 100/5138] lr: 1.5000e-04 eta: 15:27:46 time: 0.5463 data_time: 0.0094 memory: 17431 loss: 1.8698 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8698 2023/06/06 09:42:42 - mmengine - INFO - Epoch(train) [11][ 200/5138] lr: 1.5000e-04 eta: 15:26:52 time: 0.5445 data_time: 0.0084 memory: 17431 loss: 1.8213 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8213 2023/06/06 09:43:37 - mmengine - INFO - Epoch(train) [11][ 300/5138] lr: 1.5000e-04 eta: 15:25:58 time: 0.5434 data_time: 0.0084 memory: 17431 loss: 1.8633 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8633 2023/06/06 09:44:31 - mmengine - INFO - Epoch(train) [11][ 400/5138] lr: 1.5000e-04 eta: 15:25:04 time: 0.5452 data_time: 0.0087 memory: 17431 loss: 1.9780 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9780 2023/06/06 09:45:25 - mmengine - INFO - Epoch(train) [11][ 500/5138] lr: 1.5000e-04 eta: 15:24:10 time: 0.5415 data_time: 0.0088 memory: 17431 loss: 1.8339 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8339 2023/06/06 09:46:19 - mmengine - INFO - Epoch(train) [11][ 600/5138] lr: 1.5000e-04 eta: 15:23:15 time: 0.5471 data_time: 0.0090 memory: 17431 loss: 1.7981 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7981 2023/06/06 09:46:30 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 09:47:14 - mmengine - INFO - Epoch(train) [11][ 700/5138] lr: 1.5000e-04 eta: 15:22:22 time: 0.5399 data_time: 0.0090 memory: 17431 loss: 1.8225 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8225 2023/06/06 09:48:08 - mmengine - INFO - Epoch(train) [11][ 800/5138] lr: 1.5000e-04 eta: 15:21:28 time: 0.5425 data_time: 0.0088 memory: 17431 loss: 1.5885 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.5885 2023/06/06 09:49:03 - mmengine - INFO - Epoch(train) [11][ 900/5138] lr: 1.5000e-04 eta: 15:20:34 time: 0.5435 data_time: 0.0089 memory: 17431 loss: 1.8256 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8256 2023/06/06 09:49:57 - mmengine - INFO - Epoch(train) [11][1000/5138] lr: 1.5000e-04 eta: 15:19:40 time: 0.5444 data_time: 0.0086 memory: 17431 loss: 2.3052 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3052 2023/06/06 09:50:51 - mmengine - INFO - Epoch(train) [11][1100/5138] lr: 1.5000e-04 eta: 15:18:46 time: 0.5409 data_time: 0.0091 memory: 17431 loss: 1.6727 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6727 2023/06/06 09:51:46 - mmengine - INFO - Epoch(train) [11][1200/5138] lr: 1.5000e-04 eta: 15:17:52 time: 0.5435 data_time: 0.0082 memory: 17431 loss: 1.9576 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9576 2023/06/06 09:52:41 - mmengine - INFO - Epoch(train) [11][1300/5138] lr: 1.5000e-04 eta: 15:16:59 time: 0.5545 data_time: 0.0084 memory: 17431 loss: 1.5198 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5198 2023/06/06 09:53:35 - mmengine - INFO - Epoch(train) [11][1400/5138] lr: 1.5000e-04 eta: 15:16:05 time: 0.5441 data_time: 0.0083 memory: 17431 loss: 1.8593 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8593 2023/06/06 09:54:30 - mmengine - INFO - Epoch(train) [11][1500/5138] lr: 1.5000e-04 eta: 15:15:11 time: 0.5396 data_time: 0.0094 memory: 17431 loss: 1.4268 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4268 2023/06/06 09:55:24 - mmengine - INFO - Epoch(train) [11][1600/5138] lr: 1.5000e-04 eta: 15:14:17 time: 0.5470 data_time: 0.0087 memory: 17431 loss: 1.7807 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7807 2023/06/06 09:55:35 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 09:56:18 - mmengine - INFO - Epoch(train) [11][1700/5138] lr: 1.5000e-04 eta: 15:13:23 time: 0.5434 data_time: 0.0088 memory: 17431 loss: 1.9551 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9551 2023/06/06 09:57:13 - mmengine - INFO - Epoch(train) [11][1800/5138] lr: 1.5000e-04 eta: 15:12:30 time: 0.5472 data_time: 0.0081 memory: 17431 loss: 2.2799 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2799 2023/06/06 09:58:07 - mmengine - INFO - Epoch(train) [11][1900/5138] lr: 1.5000e-04 eta: 15:11:36 time: 0.5419 data_time: 0.0095 memory: 17431 loss: 1.5540 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5540 2023/06/06 09:59:02 - mmengine - INFO - Epoch(train) [11][2000/5138] lr: 1.5000e-04 eta: 15:10:42 time: 0.5409 data_time: 0.0086 memory: 17431 loss: 1.8422 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8422 2023/06/06 09:59:56 - mmengine - INFO - Epoch(train) [11][2100/5138] lr: 1.5000e-04 eta: 15:09:48 time: 0.5461 data_time: 0.0094 memory: 17431 loss: 2.0853 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0853 2023/06/06 10:00:51 - mmengine - INFO - Epoch(train) [11][2200/5138] lr: 1.5000e-04 eta: 15:08:55 time: 0.5482 data_time: 0.0084 memory: 17431 loss: 1.7056 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7056 2023/06/06 10:01:45 - mmengine - INFO - Epoch(train) [11][2300/5138] lr: 1.5000e-04 eta: 15:08:01 time: 0.5417 data_time: 0.0090 memory: 17431 loss: 1.5285 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5285 2023/06/06 10:02:40 - mmengine - INFO - Epoch(train) [11][2400/5138] lr: 1.5000e-04 eta: 15:07:07 time: 0.5517 data_time: 0.0083 memory: 17431 loss: 2.6849 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6849 2023/06/06 10:03:35 - mmengine - INFO - Epoch(train) [11][2500/5138] lr: 1.5000e-04 eta: 15:06:14 time: 0.5428 data_time: 0.0090 memory: 17431 loss: 1.8708 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8708 2023/06/06 10:04:29 - mmengine - INFO - Epoch(train) [11][2600/5138] lr: 1.5000e-04 eta: 15:05:21 time: 0.5485 data_time: 0.0092 memory: 17431 loss: 2.4431 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.4431 2023/06/06 10:04:40 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 10:05:24 - mmengine - INFO - Epoch(train) [11][2700/5138] lr: 1.5000e-04 eta: 15:04:27 time: 0.5435 data_time: 0.0093 memory: 17431 loss: 1.7935 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7935 2023/06/06 10:06:19 - mmengine - INFO - Epoch(train) [11][2800/5138] lr: 1.5000e-04 eta: 15:03:33 time: 0.5581 data_time: 0.0079 memory: 17431 loss: 1.2006 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2006 2023/06/06 10:07:13 - mmengine - INFO - Epoch(train) [11][2900/5138] lr: 1.5000e-04 eta: 15:02:39 time: 0.5441 data_time: 0.0083 memory: 17431 loss: 1.8085 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8085 2023/06/06 10:08:08 - mmengine - INFO - Epoch(train) [11][3000/5138] lr: 1.5000e-04 eta: 15:01:46 time: 0.5409 data_time: 0.0084 memory: 17431 loss: 2.1443 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1443 2023/06/06 10:09:03 - mmengine - INFO - Epoch(train) [11][3100/5138] lr: 1.5000e-04 eta: 15:00:54 time: 0.5608 data_time: 0.0082 memory: 17431 loss: 2.1973 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1973 2023/06/06 10:09:58 - mmengine - INFO - Epoch(train) [11][3200/5138] lr: 1.5000e-04 eta: 15:00:01 time: 0.5499 data_time: 0.0080 memory: 17431 loss: 1.8523 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8523 2023/06/06 10:10:53 - mmengine - INFO - Epoch(train) [11][3300/5138] lr: 1.5000e-04 eta: 14:59:07 time: 0.5506 data_time: 0.0095 memory: 17431 loss: 1.6343 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6343 2023/06/06 10:11:47 - mmengine - INFO - Epoch(train) [11][3400/5138] lr: 1.5000e-04 eta: 14:58:13 time: 0.5464 data_time: 0.0088 memory: 17431 loss: 2.1841 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1841 2023/06/06 10:12:41 - mmengine - INFO - Epoch(train) [11][3500/5138] lr: 1.5000e-04 eta: 14:57:19 time: 0.5438 data_time: 0.0085 memory: 17431 loss: 1.9290 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9290 2023/06/06 10:13:36 - mmengine - INFO - Epoch(train) [11][3600/5138] lr: 1.5000e-04 eta: 14:56:25 time: 0.5422 data_time: 0.0084 memory: 17431 loss: 2.0613 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0613 2023/06/06 10:13:47 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 10:14:30 - mmengine - INFO - Epoch(train) [11][3700/5138] lr: 1.5000e-04 eta: 14:55:32 time: 0.5442 data_time: 0.0090 memory: 17431 loss: 1.7702 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7702 2023/06/06 10:15:25 - mmengine - INFO - Epoch(train) [11][3800/5138] lr: 1.5000e-04 eta: 14:54:38 time: 0.5459 data_time: 0.0086 memory: 17431 loss: 1.7592 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7592 2023/06/06 10:16:19 - mmengine - INFO - Epoch(train) [11][3900/5138] lr: 1.5000e-04 eta: 14:53:44 time: 0.5439 data_time: 0.0085 memory: 17431 loss: 1.6751 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6751 2023/06/06 10:17:14 - mmengine - INFO - Epoch(train) [11][4000/5138] lr: 1.5000e-04 eta: 14:52:50 time: 0.5418 data_time: 0.0091 memory: 17431 loss: 1.8962 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8962 2023/06/06 10:18:08 - mmengine - INFO - Epoch(train) [11][4100/5138] lr: 1.5000e-04 eta: 14:51:56 time: 0.5413 data_time: 0.0090 memory: 17431 loss: 1.5591 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5591 2023/06/06 10:19:03 - mmengine - INFO - Epoch(train) [11][4200/5138] lr: 1.5000e-04 eta: 14:51:02 time: 0.5482 data_time: 0.0085 memory: 17431 loss: 1.6826 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6826 2023/06/06 10:19:57 - mmengine - INFO - Epoch(train) [11][4300/5138] lr: 1.5000e-04 eta: 14:50:08 time: 0.5408 data_time: 0.0094 memory: 17431 loss: 2.1619 top1_acc: 0.0000 top5_acc: 1.0000 loss_cls: 2.1619 2023/06/06 10:20:52 - mmengine - INFO - Epoch(train) [11][4400/5138] lr: 1.5000e-04 eta: 14:49:15 time: 0.5451 data_time: 0.0083 memory: 17431 loss: 1.9584 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9584 2023/06/06 10:21:46 - mmengine - INFO - Epoch(train) [11][4500/5138] lr: 1.5000e-04 eta: 14:48:20 time: 0.5399 data_time: 0.0088 memory: 17431 loss: 1.7206 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7206 2023/06/06 10:22:40 - mmengine - INFO - Epoch(train) [11][4600/5138] lr: 1.5000e-04 eta: 14:47:26 time: 0.5430 data_time: 0.0083 memory: 17431 loss: 2.0127 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0127 2023/06/06 10:22:51 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 10:23:34 - mmengine - INFO - Epoch(train) [11][4700/5138] lr: 1.5000e-04 eta: 14:46:32 time: 0.5414 data_time: 0.0091 memory: 17431 loss: 1.9526 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9526 2023/06/06 10:24:30 - mmengine - INFO - Epoch(train) [11][4800/5138] lr: 1.5000e-04 eta: 14:45:39 time: 0.5475 data_time: 0.0088 memory: 17431 loss: 2.0815 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 2.0815 2023/06/06 10:25:24 - mmengine - INFO - Epoch(train) [11][4900/5138] lr: 1.5000e-04 eta: 14:44:45 time: 0.5462 data_time: 0.0085 memory: 17431 loss: 1.6960 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6960 2023/06/06 10:26:19 - mmengine - INFO - Epoch(train) [11][5000/5138] lr: 1.5000e-04 eta: 14:43:52 time: 0.5438 data_time: 0.0084 memory: 17431 loss: 1.9829 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9829 2023/06/06 10:27:13 - mmengine - INFO - Epoch(train) [11][5100/5138] lr: 1.5000e-04 eta: 14:42:58 time: 0.5424 data_time: 0.0087 memory: 17431 loss: 2.4018 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4018 2023/06/06 10:27:34 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 10:27:34 - mmengine - INFO - Epoch(train) [11][5138/5138] lr: 1.5000e-04 eta: 14:42:38 time: 0.5329 data_time: 0.0089 memory: 17431 loss: 1.9871 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9871 2023/06/06 10:28:30 - mmengine - INFO - Epoch(train) [12][ 100/5138] lr: 1.4067e-04 eta: 14:41:46 time: 0.5429 data_time: 0.0093 memory: 17431 loss: 1.8946 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8946 2023/06/06 10:29:24 - mmengine - INFO - Epoch(train) [12][ 200/5138] lr: 1.4067e-04 eta: 14:40:52 time: 0.5440 data_time: 0.0086 memory: 17431 loss: 2.0565 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0565 2023/06/06 10:30:19 - mmengine - INFO - Epoch(train) [12][ 300/5138] lr: 1.4067e-04 eta: 14:39:58 time: 0.5445 data_time: 0.0090 memory: 17431 loss: 1.8726 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8726 2023/06/06 10:31:13 - mmengine - INFO - Epoch(train) [12][ 400/5138] lr: 1.4067e-04 eta: 14:39:04 time: 0.5438 data_time: 0.0087 memory: 17431 loss: 1.7689 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7689 2023/06/06 10:31:58 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 10:32:08 - mmengine - INFO - Epoch(train) [12][ 500/5138] lr: 1.4067e-04 eta: 14:38:11 time: 0.5450 data_time: 0.0086 memory: 17431 loss: 1.7890 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.7890 2023/06/06 10:33:02 - mmengine - INFO - Epoch(train) [12][ 600/5138] lr: 1.4067e-04 eta: 14:37:17 time: 0.5430 data_time: 0.0089 memory: 17431 loss: 1.8883 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8883 2023/06/06 10:33:57 - mmengine - INFO - Epoch(train) [12][ 700/5138] lr: 1.4067e-04 eta: 14:36:23 time: 0.5449 data_time: 0.0086 memory: 17431 loss: 1.5343 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5343 2023/06/06 10:34:52 - mmengine - INFO - Epoch(train) [12][ 800/5138] lr: 1.4067e-04 eta: 14:35:30 time: 0.5448 data_time: 0.0085 memory: 17431 loss: 1.9710 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9710 2023/06/06 10:35:46 - mmengine - INFO - Epoch(train) [12][ 900/5138] lr: 1.4067e-04 eta: 14:34:36 time: 0.5438 data_time: 0.0084 memory: 17431 loss: 2.0160 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0160 2023/06/06 10:36:41 - mmengine - INFO - Epoch(train) [12][1000/5138] lr: 1.4067e-04 eta: 14:33:42 time: 0.5440 data_time: 0.0085 memory: 17431 loss: 1.8398 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8398 2023/06/06 10:37:35 - mmengine - INFO - Epoch(train) [12][1100/5138] lr: 1.4067e-04 eta: 14:32:48 time: 0.5401 data_time: 0.0094 memory: 17431 loss: 1.9061 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9061 2023/06/06 10:38:30 - mmengine - INFO - Epoch(train) [12][1200/5138] lr: 1.4067e-04 eta: 14:31:54 time: 0.5464 data_time: 0.0091 memory: 17431 loss: 1.0967 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0967 2023/06/06 10:39:24 - mmengine - INFO - Epoch(train) [12][1300/5138] lr: 1.4067e-04 eta: 14:31:00 time: 0.5450 data_time: 0.0092 memory: 17431 loss: 2.2459 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2459 2023/06/06 10:40:18 - mmengine - INFO - Epoch(train) [12][1400/5138] lr: 1.4067e-04 eta: 14:30:06 time: 0.5462 data_time: 0.0087 memory: 17431 loss: 1.6937 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6937 2023/06/06 10:41:03 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 10:41:13 - mmengine - INFO - Epoch(train) [12][1500/5138] lr: 1.4067e-04 eta: 14:29:12 time: 0.5478 data_time: 0.0086 memory: 17431 loss: 1.9472 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9472 2023/06/06 10:42:07 - mmengine - INFO - Epoch(train) [12][1600/5138] lr: 1.4067e-04 eta: 14:28:18 time: 0.5461 data_time: 0.0084 memory: 17431 loss: 1.9015 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9015 2023/06/06 10:43:02 - mmengine - INFO - Epoch(train) [12][1700/5138] lr: 1.4067e-04 eta: 14:27:24 time: 0.5492 data_time: 0.0092 memory: 17431 loss: 2.3308 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3308 2023/06/06 10:43:56 - mmengine - INFO - Epoch(train) [12][1800/5138] lr: 1.4067e-04 eta: 14:26:30 time: 0.5459 data_time: 0.0086 memory: 17431 loss: 1.7571 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 1.7571 2023/06/06 10:44:51 - mmengine - INFO - Epoch(train) [12][1900/5138] lr: 1.4067e-04 eta: 14:25:36 time: 0.5420 data_time: 0.0087 memory: 17431 loss: 1.9370 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9370 2023/06/06 10:45:45 - mmengine - INFO - Epoch(train) [12][2000/5138] lr: 1.4067e-04 eta: 14:24:42 time: 0.5417 data_time: 0.0090 memory: 17431 loss: 1.9713 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9713 2023/06/06 10:46:39 - mmengine - INFO - Epoch(train) [12][2100/5138] lr: 1.4067e-04 eta: 14:23:48 time: 0.5438 data_time: 0.0093 memory: 17431 loss: 1.7674 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7674 2023/06/06 10:47:34 - mmengine - INFO - Epoch(train) [12][2200/5138] lr: 1.4067e-04 eta: 14:22:54 time: 0.5438 data_time: 0.0084 memory: 17431 loss: 1.9880 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9880 2023/06/06 10:48:28 - mmengine - INFO - Epoch(train) [12][2300/5138] lr: 1.4067e-04 eta: 14:22:00 time: 0.5415 data_time: 0.0081 memory: 17431 loss: 1.8362 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8362 2023/06/06 10:49:23 - mmengine - INFO - Epoch(train) [12][2400/5138] lr: 1.4067e-04 eta: 14:21:06 time: 0.5419 data_time: 0.0085 memory: 17431 loss: 1.5206 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5206 2023/06/06 10:50:07 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 10:50:17 - mmengine - INFO - Epoch(train) [12][2500/5138] lr: 1.4067e-04 eta: 14:20:12 time: 0.5470 data_time: 0.0092 memory: 17431 loss: 1.6466 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6466 2023/06/06 10:51:11 - mmengine - INFO - Epoch(train) [12][2600/5138] lr: 1.4067e-04 eta: 14:19:18 time: 0.5423 data_time: 0.0086 memory: 17431 loss: 1.7294 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.7294 2023/06/06 10:52:06 - mmengine - INFO - Epoch(train) [12][2700/5138] lr: 1.4067e-04 eta: 14:18:24 time: 0.5400 data_time: 0.0085 memory: 17431 loss: 2.0373 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0373 2023/06/06 10:53:00 - mmengine - INFO - Epoch(train) [12][2800/5138] lr: 1.4067e-04 eta: 14:17:29 time: 0.5456 data_time: 0.0086 memory: 17431 loss: 1.6396 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6396 2023/06/06 10:53:54 - mmengine - INFO - Epoch(train) [12][2900/5138] lr: 1.4067e-04 eta: 14:16:35 time: 0.5436 data_time: 0.0093 memory: 17431 loss: 2.2079 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2079 2023/06/06 10:54:49 - mmengine - INFO - Epoch(train) [12][3000/5138] lr: 1.4067e-04 eta: 14:15:41 time: 0.5429 data_time: 0.0086 memory: 17431 loss: 1.6584 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6584 2023/06/06 10:55:43 - mmengine - INFO - Epoch(train) [12][3100/5138] lr: 1.4067e-04 eta: 14:14:48 time: 0.5417 data_time: 0.0089 memory: 17431 loss: 1.8647 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8647 2023/06/06 10:56:38 - mmengine - INFO - Epoch(train) [12][3200/5138] lr: 1.4067e-04 eta: 14:13:54 time: 0.5433 data_time: 0.0088 memory: 17431 loss: 1.4241 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4241 2023/06/06 10:57:32 - mmengine - INFO - Epoch(train) [12][3300/5138] lr: 1.4067e-04 eta: 14:13:00 time: 0.5406 data_time: 0.0086 memory: 17431 loss: 2.0321 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0321 2023/06/06 10:58:27 - mmengine - INFO - Epoch(train) [12][3400/5138] lr: 1.4067e-04 eta: 14:12:06 time: 0.5429 data_time: 0.0085 memory: 17431 loss: 2.1412 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1412 2023/06/06 10:59:11 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 10:59:21 - mmengine - INFO - Epoch(train) [12][3500/5138] lr: 1.4067e-04 eta: 14:11:11 time: 0.5433 data_time: 0.0090 memory: 17431 loss: 1.7994 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7994 2023/06/06 11:00:16 - mmengine - INFO - Epoch(train) [12][3600/5138] lr: 1.4067e-04 eta: 14:10:18 time: 0.5489 data_time: 0.0084 memory: 17431 loss: 2.2454 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2454 2023/06/06 11:01:10 - mmengine - INFO - Epoch(train) [12][3700/5138] lr: 1.4067e-04 eta: 14:09:24 time: 0.5436 data_time: 0.0093 memory: 17431 loss: 2.2534 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2534 2023/06/06 11:02:05 - mmengine - INFO - Epoch(train) [12][3800/5138] lr: 1.4067e-04 eta: 14:08:31 time: 0.5469 data_time: 0.0092 memory: 17431 loss: 1.7763 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7763 2023/06/06 11:03:00 - mmengine - INFO - Epoch(train) [12][3900/5138] lr: 1.4067e-04 eta: 14:07:37 time: 0.5418 data_time: 0.0094 memory: 17431 loss: 1.5065 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5065 2023/06/06 11:03:54 - mmengine - INFO - Epoch(train) [12][4000/5138] lr: 1.4067e-04 eta: 14:06:43 time: 0.5468 data_time: 0.0082 memory: 17431 loss: 2.3001 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3001 2023/06/06 11:04:49 - mmengine - INFO - Epoch(train) [12][4100/5138] lr: 1.4067e-04 eta: 14:05:49 time: 0.5457 data_time: 0.0090 memory: 17431 loss: 2.1245 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1245 2023/06/06 11:05:43 - mmengine - INFO - Epoch(train) [12][4200/5138] lr: 1.4067e-04 eta: 14:04:55 time: 0.5458 data_time: 0.0084 memory: 17431 loss: 1.3278 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3278 2023/06/06 11:06:38 - mmengine - INFO - Epoch(train) [12][4300/5138] lr: 1.4067e-04 eta: 14:04:02 time: 0.5451 data_time: 0.0088 memory: 17431 loss: 1.6124 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6124 2023/06/06 11:07:33 - mmengine - INFO - Epoch(train) [12][4400/5138] lr: 1.4067e-04 eta: 14:03:08 time: 0.5472 data_time: 0.0085 memory: 17431 loss: 2.0064 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0064 2023/06/06 11:08:18 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 11:08:28 - mmengine - INFO - Epoch(train) [12][4500/5138] lr: 1.4067e-04 eta: 14:02:15 time: 0.5472 data_time: 0.0089 memory: 17431 loss: 2.1147 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1147 2023/06/06 11:09:23 - mmengine - INFO - Epoch(train) [12][4600/5138] lr: 1.4067e-04 eta: 14:01:22 time: 0.5457 data_time: 0.0085 memory: 17431 loss: 2.0497 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0497 2023/06/06 11:10:18 - mmengine - INFO - Epoch(train) [12][4700/5138] lr: 1.4067e-04 eta: 14:00:29 time: 0.5529 data_time: 0.0084 memory: 17431 loss: 1.8349 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8349 2023/06/06 11:11:13 - mmengine - INFO - Epoch(train) [12][4800/5138] lr: 1.4067e-04 eta: 13:59:35 time: 0.5432 data_time: 0.0081 memory: 17431 loss: 1.7035 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7035 2023/06/06 11:12:07 - mmengine - INFO - Epoch(train) [12][4900/5138] lr: 1.4067e-04 eta: 13:58:42 time: 0.5482 data_time: 0.0084 memory: 17431 loss: 2.1666 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1666 2023/06/06 11:13:02 - mmengine - INFO - Epoch(train) [12][5000/5138] lr: 1.4067e-04 eta: 13:57:48 time: 0.5463 data_time: 0.0080 memory: 17431 loss: 1.9969 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9969 2023/06/06 11:13:56 - mmengine - INFO - Epoch(train) [12][5100/5138] lr: 1.4067e-04 eta: 13:56:54 time: 0.5469 data_time: 0.0089 memory: 17431 loss: 1.6433 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6433 2023/06/06 11:14:17 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 11:14:17 - mmengine - INFO - Epoch(train) [12][5138/5138] lr: 1.4067e-04 eta: 13:56:33 time: 0.5305 data_time: 0.0086 memory: 17431 loss: 1.7888 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 1.7888 2023/06/06 11:14:17 - mmengine - INFO - Saving checkpoint at 12 epochs 2023/06/06 11:14:54 - mmengine - INFO - Epoch(val) [12][100/520] eta: 0:01:34 time: 0.2210 data_time: 0.0051 memory: 3719 2023/06/06 11:15:16 - mmengine - INFO - Epoch(val) [12][200/520] eta: 0:01:11 time: 0.2216 data_time: 0.0051 memory: 3719 2023/06/06 11:15:38 - mmengine - INFO - Epoch(val) [12][300/520] eta: 0:00:49 time: 0.2211 data_time: 0.0049 memory: 3719 2023/06/06 11:16:00 - mmengine - INFO - Epoch(val) [12][400/520] eta: 0:00:26 time: 0.2213 data_time: 0.0049 memory: 3719 2023/06/06 11:16:22 - mmengine - INFO - Epoch(val) [12][500/520] eta: 0:00:04 time: 0.2215 data_time: 0.0051 memory: 3719 2023/06/06 11:18:22 - mmengine - INFO - Epoch(val) [12][520/520] acc/top1: 0.6301 acc/top5: 0.8427 acc/mean1: 0.6234 data_time: 0.0060 time: 0.2218 2023/06/06 11:18:22 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb/best_acc_top1_epoch_9.pth is removed 2023/06/06 11:18:29 - mmengine - INFO - The best checkpoint with 0.6301 acc/top1 at 12 epoch is saved to best_acc_top1_epoch_12.pth. 2023/06/06 11:19:23 - mmengine - INFO - Epoch(train) [13][ 100/5138] lr: 1.3090e-04 eta: 13:55:40 time: 0.5422 data_time: 0.0087 memory: 17431 loss: 1.8322 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8322 2023/06/06 11:20:18 - mmengine - INFO - Epoch(train) [13][ 200/5138] lr: 1.3090e-04 eta: 13:54:46 time: 0.5439 data_time: 0.0083 memory: 17431 loss: 1.6971 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 1.6971 2023/06/06 11:21:12 - mmengine - INFO - Epoch(train) [13][ 300/5138] lr: 1.3090e-04 eta: 13:53:51 time: 0.5409 data_time: 0.0089 memory: 17431 loss: 1.9829 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9829 2023/06/06 11:21:36 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 11:22:07 - mmengine - INFO - Epoch(train) [13][ 400/5138] lr: 1.3090e-04 eta: 13:52:57 time: 0.5442 data_time: 0.0088 memory: 17431 loss: 1.7658 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7658 2023/06/06 11:23:01 - mmengine - INFO - Epoch(train) [13][ 500/5138] lr: 1.3090e-04 eta: 13:52:03 time: 0.5407 data_time: 0.0091 memory: 17431 loss: 1.9136 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9136 2023/06/06 11:23:55 - mmengine - INFO - Epoch(train) [13][ 600/5138] lr: 1.3090e-04 eta: 13:51:09 time: 0.5464 data_time: 0.0085 memory: 17431 loss: 1.3161 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3161 2023/06/06 11:24:50 - mmengine - INFO - Epoch(train) [13][ 700/5138] lr: 1.3090e-04 eta: 13:50:15 time: 0.5424 data_time: 0.0089 memory: 17431 loss: 2.1138 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1138 2023/06/06 11:25:44 - mmengine - INFO - Epoch(train) [13][ 800/5138] lr: 1.3090e-04 eta: 13:49:21 time: 0.5419 data_time: 0.0084 memory: 17431 loss: 1.8176 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8176 2023/06/06 11:26:39 - mmengine - INFO - Epoch(train) [13][ 900/5138] lr: 1.3090e-04 eta: 13:48:27 time: 0.5463 data_time: 0.0093 memory: 17431 loss: 1.1957 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1957 2023/06/06 11:27:33 - mmengine - INFO - Epoch(train) [13][1000/5138] lr: 1.3090e-04 eta: 13:47:33 time: 0.5452 data_time: 0.0083 memory: 17431 loss: 2.3234 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.3234 2023/06/06 11:28:28 - mmengine - INFO - Epoch(train) [13][1100/5138] lr: 1.3090e-04 eta: 13:46:39 time: 0.5467 data_time: 0.0080 memory: 17431 loss: 1.8578 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8578 2023/06/06 11:29:23 - mmengine - INFO - Epoch(train) [13][1200/5138] lr: 1.3090e-04 eta: 13:45:46 time: 0.5494 data_time: 0.0081 memory: 17431 loss: 1.7069 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7069 2023/06/06 11:30:17 - mmengine - INFO - Epoch(train) [13][1300/5138] lr: 1.3090e-04 eta: 13:44:52 time: 0.5436 data_time: 0.0089 memory: 17431 loss: 2.2111 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2111 2023/06/06 11:30:41 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 11:31:12 - mmengine - INFO - Epoch(train) [13][1400/5138] lr: 1.3090e-04 eta: 13:43:58 time: 0.5476 data_time: 0.0090 memory: 17431 loss: 1.7646 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7646 2023/06/06 11:32:06 - mmengine - INFO - Epoch(train) [13][1500/5138] lr: 1.3090e-04 eta: 13:43:03 time: 0.5467 data_time: 0.0086 memory: 17431 loss: 1.8786 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8786 2023/06/06 11:33:01 - mmengine - INFO - Epoch(train) [13][1600/5138] lr: 1.3090e-04 eta: 13:42:10 time: 0.5453 data_time: 0.0081 memory: 17431 loss: 2.3671 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3671 2023/06/06 11:33:56 - mmengine - INFO - Epoch(train) [13][1700/5138] lr: 1.3090e-04 eta: 13:41:16 time: 0.5504 data_time: 0.0084 memory: 17431 loss: 2.2393 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2393 2023/06/06 11:34:50 - mmengine - INFO - Epoch(train) [13][1800/5138] lr: 1.3090e-04 eta: 13:40:22 time: 0.5488 data_time: 0.0086 memory: 17431 loss: 1.5218 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5218 2023/06/06 11:35:45 - mmengine - INFO - Epoch(train) [13][1900/5138] lr: 1.3090e-04 eta: 13:39:28 time: 0.5402 data_time: 0.0092 memory: 17431 loss: 2.2854 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2854 2023/06/06 11:36:39 - mmengine - INFO - Epoch(train) [13][2000/5138] lr: 1.3090e-04 eta: 13:38:34 time: 0.5426 data_time: 0.0083 memory: 17431 loss: 2.0643 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0643 2023/06/06 11:37:33 - mmengine - INFO - Epoch(train) [13][2100/5138] lr: 1.3090e-04 eta: 13:37:40 time: 0.5415 data_time: 0.0090 memory: 17431 loss: 1.4826 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4826 2023/06/06 11:38:28 - mmengine - INFO - Epoch(train) [13][2200/5138] lr: 1.3090e-04 eta: 13:36:46 time: 0.5426 data_time: 0.0083 memory: 17431 loss: 2.2250 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.2250 2023/06/06 11:39:22 - mmengine - INFO - Epoch(train) [13][2300/5138] lr: 1.3090e-04 eta: 13:35:52 time: 0.5452 data_time: 0.0085 memory: 17431 loss: 1.3916 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3916 2023/06/06 11:39:46 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 11:40:17 - mmengine - INFO - Epoch(train) [13][2400/5138] lr: 1.3090e-04 eta: 13:34:58 time: 0.5423 data_time: 0.0082 memory: 17431 loss: 1.5894 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5894 2023/06/06 11:41:12 - mmengine - INFO - Epoch(train) [13][2500/5138] lr: 1.3090e-04 eta: 13:34:04 time: 0.5432 data_time: 0.0091 memory: 17431 loss: 2.1528 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.1528 2023/06/06 11:42:06 - mmengine - INFO - Epoch(train) [13][2600/5138] lr: 1.3090e-04 eta: 13:33:10 time: 0.5443 data_time: 0.0089 memory: 17431 loss: 2.2281 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2281 2023/06/06 11:43:01 - mmengine - INFO - Epoch(train) [13][2700/5138] lr: 1.3090e-04 eta: 13:32:17 time: 0.5437 data_time: 0.0089 memory: 17431 loss: 1.5157 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5157 2023/06/06 11:43:55 - mmengine - INFO - Epoch(train) [13][2800/5138] lr: 1.3090e-04 eta: 13:31:23 time: 0.5478 data_time: 0.0087 memory: 17431 loss: 1.6007 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6007 2023/06/06 11:44:50 - mmengine - INFO - Epoch(train) [13][2900/5138] lr: 1.3090e-04 eta: 13:30:28 time: 0.5447 data_time: 0.0090 memory: 17431 loss: 1.9768 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9768 2023/06/06 11:45:44 - mmengine - INFO - Epoch(train) [13][3000/5138] lr: 1.3090e-04 eta: 13:29:35 time: 0.5456 data_time: 0.0083 memory: 17431 loss: 1.6029 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6029 2023/06/06 11:46:39 - mmengine - INFO - Epoch(train) [13][3100/5138] lr: 1.3090e-04 eta: 13:28:41 time: 0.5604 data_time: 0.0082 memory: 17431 loss: 1.2356 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2356 2023/06/06 11:47:34 - mmengine - INFO - Epoch(train) [13][3200/5138] lr: 1.3090e-04 eta: 13:27:47 time: 0.5435 data_time: 0.0085 memory: 17431 loss: 2.1216 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1216 2023/06/06 11:48:28 - mmengine - INFO - Epoch(train) [13][3300/5138] lr: 1.3090e-04 eta: 13:26:53 time: 0.5437 data_time: 0.0091 memory: 17431 loss: 1.7887 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7887 2023/06/06 11:48:52 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 11:49:23 - mmengine - INFO - Epoch(train) [13][3400/5138] lr: 1.3090e-04 eta: 13:25:59 time: 0.5509 data_time: 0.0082 memory: 17431 loss: 1.8761 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8761 2023/06/06 11:50:17 - mmengine - INFO - Epoch(train) [13][3500/5138] lr: 1.3090e-04 eta: 13:25:05 time: 0.5438 data_time: 0.0092 memory: 17431 loss: 2.0161 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0161 2023/06/06 11:51:12 - mmengine - INFO - Epoch(train) [13][3600/5138] lr: 1.3090e-04 eta: 13:24:11 time: 0.5445 data_time: 0.0083 memory: 17431 loss: 1.6987 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6987 2023/06/06 11:52:06 - mmengine - INFO - Epoch(train) [13][3700/5138] lr: 1.3090e-04 eta: 13:23:17 time: 0.5444 data_time: 0.0092 memory: 17431 loss: 1.7907 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7907 2023/06/06 11:53:00 - mmengine - INFO - Epoch(train) [13][3800/5138] lr: 1.3090e-04 eta: 13:22:23 time: 0.5428 data_time: 0.0082 memory: 17431 loss: 2.4272 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4272 2023/06/06 11:53:55 - mmengine - INFO - Epoch(train) [13][3900/5138] lr: 1.3090e-04 eta: 13:21:29 time: 0.5461 data_time: 0.0086 memory: 17431 loss: 2.1623 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1623 2023/06/06 11:54:49 - mmengine - INFO - Epoch(train) [13][4000/5138] lr: 1.3090e-04 eta: 13:20:35 time: 0.5477 data_time: 0.0084 memory: 17431 loss: 1.8673 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8673 2023/06/06 11:55:44 - mmengine - INFO - Epoch(train) [13][4100/5138] lr: 1.3090e-04 eta: 13:19:41 time: 0.5439 data_time: 0.0087 memory: 17431 loss: 1.9562 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9562 2023/06/06 11:56:38 - mmengine - INFO - Epoch(train) [13][4200/5138] lr: 1.3090e-04 eta: 13:18:47 time: 0.5432 data_time: 0.0083 memory: 17431 loss: 1.5497 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5497 2023/06/06 11:57:33 - mmengine - INFO - Epoch(train) [13][4300/5138] lr: 1.3090e-04 eta: 13:17:53 time: 0.5499 data_time: 0.0085 memory: 17431 loss: 1.7747 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7747 2023/06/06 11:57:58 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 11:58:28 - mmengine - INFO - Epoch(train) [13][4400/5138] lr: 1.3090e-04 eta: 13:16:59 time: 0.5472 data_time: 0.0080 memory: 17431 loss: 2.1781 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1781 2023/06/06 11:59:23 - mmengine - INFO - Epoch(train) [13][4500/5138] lr: 1.3090e-04 eta: 13:16:05 time: 0.5424 data_time: 0.0086 memory: 17431 loss: 1.9437 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9437 2023/06/06 12:00:17 - mmengine - INFO - Epoch(train) [13][4600/5138] lr: 1.3090e-04 eta: 13:15:11 time: 0.5450 data_time: 0.0089 memory: 17431 loss: 1.4777 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4777 2023/06/06 12:01:11 - mmengine - INFO - Epoch(train) [13][4700/5138] lr: 1.3090e-04 eta: 13:14:17 time: 0.5429 data_time: 0.0092 memory: 17431 loss: 1.6750 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6750 2023/06/06 12:02:06 - mmengine - INFO - Epoch(train) [13][4800/5138] lr: 1.3090e-04 eta: 13:13:23 time: 0.5436 data_time: 0.0086 memory: 17431 loss: 2.1281 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1281 2023/06/06 12:03:00 - mmengine - INFO - Epoch(train) [13][4900/5138] lr: 1.3090e-04 eta: 13:12:29 time: 0.5513 data_time: 0.0083 memory: 17431 loss: 1.7214 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7214 2023/06/06 12:03:55 - mmengine - INFO - Epoch(train) [13][5000/5138] lr: 1.3090e-04 eta: 13:11:35 time: 0.5422 data_time: 0.0086 memory: 17431 loss: 1.6713 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6713 2023/06/06 12:04:49 - mmengine - INFO - Epoch(train) [13][5100/5138] lr: 1.3090e-04 eta: 13:10:41 time: 0.5409 data_time: 0.0086 memory: 17431 loss: 1.7557 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7557 2023/06/06 12:05:10 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 12:05:10 - mmengine - INFO - Epoch(train) [13][5138/5138] lr: 1.3090e-04 eta: 13:10:20 time: 0.5270 data_time: 0.0087 memory: 17431 loss: 1.5597 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5597 2023/06/06 12:06:05 - mmengine - INFO - Epoch(train) [14][ 100/5138] lr: 1.2079e-04 eta: 13:09:27 time: 0.5435 data_time: 0.0085 memory: 17431 loss: 1.6842 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6842 2023/06/06 12:06:59 - mmengine - INFO - Epoch(train) [14][ 200/5138] lr: 1.2079e-04 eta: 13:08:33 time: 0.5398 data_time: 0.0086 memory: 17431 loss: 1.5715 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5715 2023/06/06 12:07:03 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 12:07:54 - mmengine - INFO - Epoch(train) [14][ 300/5138] lr: 1.2079e-04 eta: 13:07:38 time: 0.5448 data_time: 0.0085 memory: 17431 loss: 1.5456 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5456 2023/06/06 12:08:48 - mmengine - INFO - Epoch(train) [14][ 400/5138] lr: 1.2079e-04 eta: 13:06:44 time: 0.5420 data_time: 0.0081 memory: 17431 loss: 1.6283 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6283 2023/06/06 12:09:43 - mmengine - INFO - Epoch(train) [14][ 500/5138] lr: 1.2079e-04 eta: 13:05:50 time: 0.5444 data_time: 0.0081 memory: 17431 loss: 1.9118 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9118 2023/06/06 12:10:37 - mmengine - INFO - Epoch(train) [14][ 600/5138] lr: 1.2079e-04 eta: 13:04:57 time: 0.5457 data_time: 0.0085 memory: 17431 loss: 1.2278 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2278 2023/06/06 12:11:32 - mmengine - INFO - Epoch(train) [14][ 700/5138] lr: 1.2079e-04 eta: 13:04:03 time: 0.5444 data_time: 0.0090 memory: 17431 loss: 2.0987 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0987 2023/06/06 12:12:26 - mmengine - INFO - Epoch(train) [14][ 800/5138] lr: 1.2079e-04 eta: 13:03:08 time: 0.5449 data_time: 0.0084 memory: 17431 loss: 2.0255 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0255 2023/06/06 12:13:21 - mmengine - INFO - Epoch(train) [14][ 900/5138] lr: 1.2079e-04 eta: 13:02:15 time: 0.5455 data_time: 0.0088 memory: 17431 loss: 1.7330 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7330 2023/06/06 12:14:16 - mmengine - INFO - Epoch(train) [14][1000/5138] lr: 1.2079e-04 eta: 13:01:21 time: 0.5393 data_time: 0.0089 memory: 17431 loss: 2.0230 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0230 2023/06/06 12:15:10 - mmengine - INFO - Epoch(train) [14][1100/5138] lr: 1.2079e-04 eta: 13:00:27 time: 0.5394 data_time: 0.0088 memory: 17431 loss: 1.5513 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5513 2023/06/06 12:16:05 - mmengine - INFO - Epoch(train) [14][1200/5138] lr: 1.2079e-04 eta: 12:59:32 time: 0.5422 data_time: 0.0087 memory: 17431 loss: 1.4395 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4395 2023/06/06 12:16:08 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 12:16:59 - mmengine - INFO - Epoch(train) [14][1300/5138] lr: 1.2079e-04 eta: 12:58:39 time: 0.5574 data_time: 0.0079 memory: 17431 loss: 1.5975 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5975 2023/06/06 12:17:54 - mmengine - INFO - Epoch(train) [14][1400/5138] lr: 1.2079e-04 eta: 12:57:45 time: 0.5436 data_time: 0.0085 memory: 17431 loss: 1.7184 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7184 2023/06/06 12:18:48 - mmengine - INFO - Epoch(train) [14][1500/5138] lr: 1.2079e-04 eta: 12:56:51 time: 0.5452 data_time: 0.0083 memory: 17431 loss: 1.8967 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8967 2023/06/06 12:19:43 - mmengine - INFO - Epoch(train) [14][1600/5138] lr: 1.2079e-04 eta: 12:55:57 time: 0.5441 data_time: 0.0085 memory: 17431 loss: 1.9247 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9247 2023/06/06 12:20:37 - mmengine - INFO - Epoch(train) [14][1700/5138] lr: 1.2079e-04 eta: 12:55:03 time: 0.5418 data_time: 0.0094 memory: 17431 loss: 1.3555 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3555 2023/06/06 12:21:32 - mmengine - INFO - Epoch(train) [14][1800/5138] lr: 1.2079e-04 eta: 12:54:08 time: 0.5443 data_time: 0.0086 memory: 17431 loss: 2.0357 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0357 2023/06/06 12:22:26 - mmengine - INFO - Epoch(train) [14][1900/5138] lr: 1.2079e-04 eta: 12:53:14 time: 0.5467 data_time: 0.0090 memory: 17431 loss: 1.6493 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6493 2023/06/06 12:23:20 - mmengine - INFO - Epoch(train) [14][2000/5138] lr: 1.2079e-04 eta: 12:52:20 time: 0.5453 data_time: 0.0086 memory: 17431 loss: 1.9701 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9701 2023/06/06 12:24:15 - mmengine - INFO - Epoch(train) [14][2100/5138] lr: 1.2079e-04 eta: 12:51:26 time: 0.5441 data_time: 0.0093 memory: 17431 loss: 1.6410 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6410 2023/06/06 12:25:10 - mmengine - INFO - Epoch(train) [14][2200/5138] lr: 1.2079e-04 eta: 12:50:32 time: 0.5621 data_time: 0.0083 memory: 17431 loss: 1.7491 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7491 2023/06/06 12:25:13 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 12:26:04 - mmengine - INFO - Epoch(train) [14][2300/5138] lr: 1.2079e-04 eta: 12:49:38 time: 0.5444 data_time: 0.0091 memory: 17431 loss: 1.8823 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8823 2023/06/06 12:26:58 - mmengine - INFO - Epoch(train) [14][2400/5138] lr: 1.2079e-04 eta: 12:48:44 time: 0.5457 data_time: 0.0084 memory: 17431 loss: 1.6954 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6954 2023/06/06 12:27:53 - mmengine - INFO - Epoch(train) [14][2500/5138] lr: 1.2079e-04 eta: 12:47:49 time: 0.5511 data_time: 0.0085 memory: 17431 loss: 1.8308 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8308 2023/06/06 12:28:48 - mmengine - INFO - Epoch(train) [14][2600/5138] lr: 1.2079e-04 eta: 12:46:56 time: 0.5444 data_time: 0.0085 memory: 17431 loss: 1.6009 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6009 2023/06/06 12:29:42 - mmengine - INFO - Epoch(train) [14][2700/5138] lr: 1.2079e-04 eta: 12:46:02 time: 0.5427 data_time: 0.0095 memory: 17431 loss: 1.8532 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8532 2023/06/06 12:30:36 - mmengine - INFO - Epoch(train) [14][2800/5138] lr: 1.2079e-04 eta: 12:45:07 time: 0.5428 data_time: 0.0086 memory: 17431 loss: 1.6247 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6247 2023/06/06 12:31:31 - mmengine - INFO - Epoch(train) [14][2900/5138] lr: 1.2079e-04 eta: 12:44:14 time: 0.5473 data_time: 0.0090 memory: 17431 loss: 1.7462 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7462 2023/06/06 12:32:26 - mmengine - INFO - Epoch(train) [14][3000/5138] lr: 1.2079e-04 eta: 12:43:19 time: 0.5436 data_time: 0.0088 memory: 17431 loss: 2.0549 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0549 2023/06/06 12:33:20 - mmengine - INFO - Epoch(train) [14][3100/5138] lr: 1.2079e-04 eta: 12:42:25 time: 0.5437 data_time: 0.0090 memory: 17431 loss: 1.1786 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1786 2023/06/06 12:34:15 - mmengine - INFO - Epoch(train) [14][3200/5138] lr: 1.2079e-04 eta: 12:41:31 time: 0.5451 data_time: 0.0081 memory: 17431 loss: 1.6094 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.6094 2023/06/06 12:34:18 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 12:35:09 - mmengine - INFO - Epoch(train) [14][3300/5138] lr: 1.2079e-04 eta: 12:40:37 time: 0.5446 data_time: 0.0087 memory: 17431 loss: 2.3773 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3773 2023/06/06 12:36:03 - mmengine - INFO - Epoch(train) [14][3400/5138] lr: 1.2079e-04 eta: 12:39:43 time: 0.5446 data_time: 0.0085 memory: 17431 loss: 1.4942 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4942 2023/06/06 12:36:58 - mmengine - INFO - Epoch(train) [14][3500/5138] lr: 1.2079e-04 eta: 12:38:49 time: 0.5451 data_time: 0.0086 memory: 17431 loss: 2.2035 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2035 2023/06/06 12:37:52 - mmengine - INFO - Epoch(train) [14][3600/5138] lr: 1.2079e-04 eta: 12:37:55 time: 0.5466 data_time: 0.0084 memory: 17431 loss: 1.7852 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7852 2023/06/06 12:38:47 - mmengine - INFO - Epoch(train) [14][3700/5138] lr: 1.2079e-04 eta: 12:37:00 time: 0.5429 data_time: 0.0084 memory: 17431 loss: 1.5219 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5219 2023/06/06 12:39:41 - mmengine - INFO - Epoch(train) [14][3800/5138] lr: 1.2079e-04 eta: 12:36:06 time: 0.5450 data_time: 0.0090 memory: 17431 loss: 1.6971 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6971 2023/06/06 12:40:36 - mmengine - INFO - Epoch(train) [14][3900/5138] lr: 1.2079e-04 eta: 12:35:13 time: 0.5540 data_time: 0.0077 memory: 17431 loss: 1.9728 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9728 2023/06/06 12:41:31 - mmengine - INFO - Epoch(train) [14][4000/5138] lr: 1.2079e-04 eta: 12:34:19 time: 0.5449 data_time: 0.0086 memory: 17431 loss: 1.7934 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7934 2023/06/06 12:42:26 - mmengine - INFO - Epoch(train) [14][4100/5138] lr: 1.2079e-04 eta: 12:33:25 time: 0.5418 data_time: 0.0088 memory: 17431 loss: 1.6974 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6974 2023/06/06 12:43:20 - mmengine - INFO - Epoch(train) [14][4200/5138] lr: 1.2079e-04 eta: 12:32:31 time: 0.5423 data_time: 0.0084 memory: 17431 loss: 1.8502 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8502 2023/06/06 12:43:23 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 12:44:14 - mmengine - INFO - Epoch(train) [14][4300/5138] lr: 1.2079e-04 eta: 12:31:37 time: 0.5491 data_time: 0.0089 memory: 17431 loss: 1.1731 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1731 2023/06/06 12:45:09 - mmengine - INFO - Epoch(train) [14][4400/5138] lr: 1.2079e-04 eta: 12:30:43 time: 0.5420 data_time: 0.0087 memory: 17431 loss: 1.9438 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9438 2023/06/06 12:46:04 - mmengine - INFO - Epoch(train) [14][4500/5138] lr: 1.2079e-04 eta: 12:29:49 time: 0.5390 data_time: 0.0088 memory: 17431 loss: 2.1693 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1693 2023/06/06 12:46:58 - mmengine - INFO - Epoch(train) [14][4600/5138] lr: 1.2079e-04 eta: 12:28:55 time: 0.5416 data_time: 0.0085 memory: 17431 loss: 1.7605 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7605 2023/06/06 12:47:52 - mmengine - INFO - Epoch(train) [14][4700/5138] lr: 1.2079e-04 eta: 12:28:00 time: 0.5430 data_time: 0.0088 memory: 17431 loss: 1.3099 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3099 2023/06/06 12:48:47 - mmengine - INFO - Epoch(train) [14][4800/5138] lr: 1.2079e-04 eta: 12:27:06 time: 0.5425 data_time: 0.0084 memory: 17431 loss: 1.8079 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8079 2023/06/06 12:49:41 - mmengine - INFO - Epoch(train) [14][4900/5138] lr: 1.2079e-04 eta: 12:26:12 time: 0.5446 data_time: 0.0078 memory: 17431 loss: 2.0920 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.0920 2023/06/06 12:50:36 - mmengine - INFO - Epoch(train) [14][5000/5138] lr: 1.2079e-04 eta: 12:25:18 time: 0.5435 data_time: 0.0084 memory: 17431 loss: 1.8588 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8588 2023/06/06 12:51:31 - mmengine - INFO - Epoch(train) [14][5100/5138] lr: 1.2079e-04 eta: 12:24:24 time: 0.5424 data_time: 0.0085 memory: 17431 loss: 1.5083 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5083 2023/06/06 12:51:51 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 12:51:51 - mmengine - INFO - Epoch(train) [14][5138/5138] lr: 1.2079e-04 eta: 12:24:03 time: 0.5277 data_time: 0.0080 memory: 17431 loss: 1.9416 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9416 2023/06/06 12:52:29 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 12:52:47 - mmengine - INFO - Epoch(train) [15][ 100/5138] lr: 1.1045e-04 eta: 12:23:10 time: 0.5464 data_time: 0.0084 memory: 17431 loss: 2.0171 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0171 2023/06/06 12:53:41 - mmengine - INFO - Epoch(train) [15][ 200/5138] lr: 1.1045e-04 eta: 12:22:16 time: 0.5451 data_time: 0.0081 memory: 17431 loss: 1.7365 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7365 2023/06/06 12:54:35 - mmengine - INFO - Epoch(train) [15][ 300/5138] lr: 1.1045e-04 eta: 12:21:22 time: 0.5410 data_time: 0.0087 memory: 17431 loss: 1.7165 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7165 2023/06/06 12:55:30 - mmengine - INFO - Epoch(train) [15][ 400/5138] lr: 1.1045e-04 eta: 12:20:28 time: 0.5426 data_time: 0.0085 memory: 17431 loss: 2.1812 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1812 2023/06/06 12:56:25 - mmengine - INFO - Epoch(train) [15][ 500/5138] lr: 1.1045e-04 eta: 12:19:34 time: 0.5442 data_time: 0.0085 memory: 17431 loss: 1.3776 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3776 2023/06/06 12:57:19 - mmengine - INFO - Epoch(train) [15][ 600/5138] lr: 1.1045e-04 eta: 12:18:40 time: 0.5440 data_time: 0.0080 memory: 17431 loss: 1.7640 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7640 2023/06/06 12:58:14 - mmengine - INFO - Epoch(train) [15][ 700/5138] lr: 1.1045e-04 eta: 12:17:46 time: 0.5407 data_time: 0.0087 memory: 17431 loss: 1.8186 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8186 2023/06/06 12:59:09 - mmengine - INFO - Epoch(train) [15][ 800/5138] lr: 1.1045e-04 eta: 12:16:52 time: 0.5440 data_time: 0.0082 memory: 17431 loss: 1.8221 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8221 2023/06/06 13:00:03 - mmengine - INFO - Epoch(train) [15][ 900/5138] lr: 1.1045e-04 eta: 12:15:58 time: 0.5448 data_time: 0.0085 memory: 17431 loss: 1.3965 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3965 2023/06/06 13:00:58 - mmengine - INFO - Epoch(train) [15][1000/5138] lr: 1.1045e-04 eta: 12:15:04 time: 0.5413 data_time: 0.0085 memory: 17431 loss: 1.4727 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4727 2023/06/06 13:01:35 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 13:01:52 - mmengine - INFO - Epoch(train) [15][1100/5138] lr: 1.1045e-04 eta: 12:14:10 time: 0.5404 data_time: 0.0091 memory: 17431 loss: 1.7722 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7722 2023/06/06 13:02:47 - mmengine - INFO - Epoch(train) [15][1200/5138] lr: 1.1045e-04 eta: 12:13:16 time: 0.5484 data_time: 0.0078 memory: 17431 loss: 2.1485 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1485 2023/06/06 13:03:41 - mmengine - INFO - Epoch(train) [15][1300/5138] lr: 1.1045e-04 eta: 12:12:22 time: 0.5403 data_time: 0.0091 memory: 17431 loss: 1.7375 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7375 2023/06/06 13:04:36 - mmengine - INFO - Epoch(train) [15][1400/5138] lr: 1.1045e-04 eta: 12:11:28 time: 0.5450 data_time: 0.0083 memory: 17431 loss: 1.4881 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4881 2023/06/06 13:05:30 - mmengine - INFO - Epoch(train) [15][1500/5138] lr: 1.1045e-04 eta: 12:10:33 time: 0.5413 data_time: 0.0086 memory: 17431 loss: 1.3575 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3575 2023/06/06 13:06:24 - mmengine - INFO - Epoch(train) [15][1600/5138] lr: 1.1045e-04 eta: 12:09:39 time: 0.5433 data_time: 0.0089 memory: 17431 loss: 1.7575 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7575 2023/06/06 13:07:19 - mmengine - INFO - Epoch(train) [15][1700/5138] lr: 1.1045e-04 eta: 12:08:45 time: 0.5426 data_time: 0.0086 memory: 17431 loss: 1.2108 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2108 2023/06/06 13:08:13 - mmengine - INFO - Epoch(train) [15][1800/5138] lr: 1.1045e-04 eta: 12:07:50 time: 0.5412 data_time: 0.0079 memory: 17431 loss: 1.4801 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4801 2023/06/06 13:09:08 - mmengine - INFO - Epoch(train) [15][1900/5138] lr: 1.1045e-04 eta: 12:06:56 time: 0.5495 data_time: 0.0085 memory: 17431 loss: 1.7523 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7523 2023/06/06 13:10:03 - mmengine - INFO - Epoch(train) [15][2000/5138] lr: 1.1045e-04 eta: 12:06:03 time: 0.5530 data_time: 0.0080 memory: 17431 loss: 1.5595 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5595 2023/06/06 13:10:40 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 13:10:58 - mmengine - INFO - Epoch(train) [15][2100/5138] lr: 1.1045e-04 eta: 12:05:09 time: 0.5499 data_time: 0.0083 memory: 17431 loss: 1.3118 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3118 2023/06/06 13:11:52 - mmengine - INFO - Epoch(train) [15][2200/5138] lr: 1.1045e-04 eta: 12:04:15 time: 0.5602 data_time: 0.0076 memory: 17431 loss: 1.7264 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7264 2023/06/06 13:12:47 - mmengine - INFO - Epoch(train) [15][2300/5138] lr: 1.1045e-04 eta: 12:03:21 time: 0.5418 data_time: 0.0081 memory: 17431 loss: 1.5548 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5548 2023/06/06 13:13:41 - mmengine - INFO - Epoch(train) [15][2400/5138] lr: 1.1045e-04 eta: 12:02:27 time: 0.5396 data_time: 0.0081 memory: 17431 loss: 1.9075 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9075 2023/06/06 13:14:35 - mmengine - INFO - Epoch(train) [15][2500/5138] lr: 1.1045e-04 eta: 12:01:32 time: 0.5392 data_time: 0.0088 memory: 17431 loss: 1.8569 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.8569 2023/06/06 13:15:30 - mmengine - INFO - Epoch(train) [15][2600/5138] lr: 1.1045e-04 eta: 12:00:38 time: 0.5482 data_time: 0.0085 memory: 17431 loss: 1.3509 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3509 2023/06/06 13:16:24 - mmengine - INFO - Epoch(train) [15][2700/5138] lr: 1.1045e-04 eta: 11:59:44 time: 0.5438 data_time: 0.0089 memory: 17431 loss: 1.5510 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5510 2023/06/06 13:17:18 - mmengine - INFO - Epoch(train) [15][2800/5138] lr: 1.1045e-04 eta: 11:58:50 time: 0.5433 data_time: 0.0083 memory: 17431 loss: 2.1355 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1355 2023/06/06 13:18:13 - mmengine - INFO - Epoch(train) [15][2900/5138] lr: 1.1045e-04 eta: 11:57:55 time: 0.5417 data_time: 0.0090 memory: 17431 loss: 1.5671 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5671 2023/06/06 13:19:07 - mmengine - INFO - Epoch(train) [15][3000/5138] lr: 1.1045e-04 eta: 11:57:01 time: 0.5425 data_time: 0.0086 memory: 17431 loss: 1.7156 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7156 2023/06/06 13:19:44 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 13:20:02 - mmengine - INFO - Epoch(train) [15][3100/5138] lr: 1.1045e-04 eta: 11:56:07 time: 0.5457 data_time: 0.0089 memory: 17431 loss: 1.6869 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6869 2023/06/06 13:20:56 - mmengine - INFO - Epoch(train) [15][3200/5138] lr: 1.1045e-04 eta: 11:55:13 time: 0.5419 data_time: 0.0083 memory: 17431 loss: 1.8565 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8565 2023/06/06 13:21:51 - mmengine - INFO - Epoch(train) [15][3300/5138] lr: 1.1045e-04 eta: 11:54:18 time: 0.5421 data_time: 0.0090 memory: 17431 loss: 1.6985 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6985 2023/06/06 13:22:45 - mmengine - INFO - Epoch(train) [15][3400/5138] lr: 1.1045e-04 eta: 11:53:24 time: 0.5426 data_time: 0.0086 memory: 17431 loss: 1.7290 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7290 2023/06/06 13:23:39 - mmengine - INFO - Epoch(train) [15][3500/5138] lr: 1.1045e-04 eta: 11:52:30 time: 0.5415 data_time: 0.0089 memory: 17431 loss: 1.6579 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6579 2023/06/06 13:24:34 - mmengine - INFO - Epoch(train) [15][3600/5138] lr: 1.1045e-04 eta: 11:51:36 time: 0.5429 data_time: 0.0081 memory: 17431 loss: 1.7005 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7005 2023/06/06 13:25:29 - mmengine - INFO - Epoch(train) [15][3700/5138] lr: 1.1045e-04 eta: 11:50:42 time: 0.5544 data_time: 0.0083 memory: 17431 loss: 1.9954 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9954 2023/06/06 13:26:23 - mmengine - INFO - Epoch(train) [15][3800/5138] lr: 1.1045e-04 eta: 11:49:48 time: 0.5431 data_time: 0.0085 memory: 17431 loss: 1.5531 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5531 2023/06/06 13:27:17 - mmengine - INFO - Epoch(train) [15][3900/5138] lr: 1.1045e-04 eta: 11:48:53 time: 0.5418 data_time: 0.0087 memory: 17431 loss: 1.7463 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7463 2023/06/06 13:28:12 - mmengine - INFO - Epoch(train) [15][4000/5138] lr: 1.1045e-04 eta: 11:47:59 time: 0.5416 data_time: 0.0086 memory: 17431 loss: 2.2001 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2001 2023/06/06 13:28:49 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 13:29:06 - mmengine - INFO - Epoch(train) [15][4100/5138] lr: 1.1045e-04 eta: 11:47:05 time: 0.5417 data_time: 0.0089 memory: 17431 loss: 1.6598 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6598 2023/06/06 13:30:01 - mmengine - INFO - Epoch(train) [15][4200/5138] lr: 1.1045e-04 eta: 11:46:11 time: 0.5517 data_time: 0.0083 memory: 17431 loss: 1.8856 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8856 2023/06/06 13:30:56 - mmengine - INFO - Epoch(train) [15][4300/5138] lr: 1.1045e-04 eta: 11:45:17 time: 0.5439 data_time: 0.0086 memory: 17431 loss: 1.7788 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7788 2023/06/06 13:31:50 - mmengine - INFO - Epoch(train) [15][4400/5138] lr: 1.1045e-04 eta: 11:44:23 time: 0.5435 data_time: 0.0088 memory: 17431 loss: 1.7423 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7423 2023/06/06 13:32:45 - mmengine - INFO - Epoch(train) [15][4500/5138] lr: 1.1045e-04 eta: 11:43:29 time: 0.5500 data_time: 0.0087 memory: 17431 loss: 1.7321 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7321 2023/06/06 13:33:40 - mmengine - INFO - Epoch(train) [15][4600/5138] lr: 1.1045e-04 eta: 11:42:35 time: 0.5469 data_time: 0.0087 memory: 17431 loss: 1.7693 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7693 2023/06/06 13:34:34 - mmengine - INFO - Epoch(train) [15][4700/5138] lr: 1.1045e-04 eta: 11:41:41 time: 0.5439 data_time: 0.0090 memory: 17431 loss: 1.5655 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5655 2023/06/06 13:35:28 - mmengine - INFO - Epoch(train) [15][4800/5138] lr: 1.1045e-04 eta: 11:40:47 time: 0.5420 data_time: 0.0081 memory: 17431 loss: 2.1343 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1343 2023/06/06 13:36:23 - mmengine - INFO - Epoch(train) [15][4900/5138] lr: 1.1045e-04 eta: 11:39:52 time: 0.5461 data_time: 0.0090 memory: 17431 loss: 1.5480 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5480 2023/06/06 13:37:17 - mmengine - INFO - Epoch(train) [15][5000/5138] lr: 1.1045e-04 eta: 11:38:58 time: 0.5430 data_time: 0.0090 memory: 17431 loss: 1.8596 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8596 2023/06/06 13:37:54 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 13:38:12 - mmengine - INFO - Epoch(train) [15][5100/5138] lr: 1.1045e-04 eta: 11:38:04 time: 0.5526 data_time: 0.0091 memory: 17431 loss: 1.8152 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.8152 2023/06/06 13:38:32 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 13:38:32 - mmengine - INFO - Epoch(train) [15][5138/5138] lr: 1.1045e-04 eta: 11:37:43 time: 0.5266 data_time: 0.0088 memory: 17431 loss: 1.8017 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8017 2023/06/06 13:38:32 - mmengine - INFO - Saving checkpoint at 15 epochs 2023/06/06 13:38:58 - mmengine - INFO - Epoch(val) [15][100/520] eta: 0:01:35 time: 0.2215 data_time: 0.0053 memory: 3719 2023/06/06 13:39:20 - mmengine - INFO - Epoch(val) [15][200/520] eta: 0:01:11 time: 0.2214 data_time: 0.0050 memory: 3719 2023/06/06 13:39:42 - mmengine - INFO - Epoch(val) [15][300/520] eta: 0:00:49 time: 0.2214 data_time: 0.0050 memory: 3719 2023/06/06 13:40:04 - mmengine - INFO - Epoch(val) [15][400/520] eta: 0:00:26 time: 0.2217 data_time: 0.0052 memory: 3719 2023/06/06 13:40:27 - mmengine - INFO - Epoch(val) [15][500/520] eta: 0:00:04 time: 0.2214 data_time: 0.0050 memory: 3719 2023/06/06 13:40:37 - mmengine - INFO - Epoch(val) [15][520/520] acc/top1: 0.6426 acc/top5: 0.8511 acc/mean1: 0.6353 data_time: 0.0061 time: 0.2220 2023/06/06 13:40:38 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb/best_acc_top1_epoch_12.pth is removed 2023/06/06 13:40:39 - mmengine - INFO - The best checkpoint with 0.6426 acc/top1 at 15 epoch is saved to best_acc_top1_epoch_15.pth. 2023/06/06 13:41:35 - mmengine - INFO - Epoch(train) [16][ 100/5138] lr: 1.0000e-04 eta: 11:36:50 time: 0.5570 data_time: 0.0074 memory: 17431 loss: 1.5849 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5849 2023/06/06 13:42:29 - mmengine - INFO - Epoch(train) [16][ 200/5138] lr: 1.0000e-04 eta: 11:35:56 time: 0.5480 data_time: 0.0082 memory: 17431 loss: 1.9628 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9628 2023/06/06 13:43:24 - mmengine - INFO - Epoch(train) [16][ 300/5138] lr: 1.0000e-04 eta: 11:35:01 time: 0.5438 data_time: 0.0090 memory: 17431 loss: 1.5439 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.5439 2023/06/06 13:44:18 - mmengine - INFO - Epoch(train) [16][ 400/5138] lr: 1.0000e-04 eta: 11:34:07 time: 0.5443 data_time: 0.0084 memory: 17431 loss: 1.9110 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9110 2023/06/06 13:45:13 - mmengine - INFO - Epoch(train) [16][ 500/5138] lr: 1.0000e-04 eta: 11:33:13 time: 0.5430 data_time: 0.0086 memory: 17431 loss: 1.6889 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6889 2023/06/06 13:46:07 - mmengine - INFO - Epoch(train) [16][ 600/5138] lr: 1.0000e-04 eta: 11:32:19 time: 0.5465 data_time: 0.0088 memory: 17431 loss: 2.2816 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2816 2023/06/06 13:47:01 - mmengine - INFO - Epoch(train) [16][ 700/5138] lr: 1.0000e-04 eta: 11:31:24 time: 0.5433 data_time: 0.0088 memory: 17431 loss: 1.5713 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5713 2023/06/06 13:47:56 - mmengine - INFO - Epoch(train) [16][ 800/5138] lr: 1.0000e-04 eta: 11:30:30 time: 0.5481 data_time: 0.0089 memory: 17431 loss: 1.6656 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6656 2023/06/06 13:48:51 - mmengine - INFO - Epoch(train) [16][ 900/5138] lr: 1.0000e-04 eta: 11:29:36 time: 0.5546 data_time: 0.0081 memory: 17431 loss: 1.3408 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3408 2023/06/06 13:49:07 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 13:49:45 - mmengine - INFO - Epoch(train) [16][1000/5138] lr: 1.0000e-04 eta: 11:28:42 time: 0.5468 data_time: 0.0089 memory: 17431 loss: 1.5887 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5887 2023/06/06 13:50:40 - mmengine - INFO - Epoch(train) [16][1100/5138] lr: 1.0000e-04 eta: 11:27:49 time: 0.5550 data_time: 0.0087 memory: 17431 loss: 1.2135 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2135 2023/06/06 13:51:35 - mmengine - INFO - Epoch(train) [16][1200/5138] lr: 1.0000e-04 eta: 11:26:55 time: 0.5452 data_time: 0.0086 memory: 17431 loss: 1.4501 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4501 2023/06/06 13:52:30 - mmengine - INFO - Epoch(train) [16][1300/5138] lr: 1.0000e-04 eta: 11:26:01 time: 0.5420 data_time: 0.0089 memory: 17431 loss: 1.2874 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.2874 2023/06/06 13:53:24 - mmengine - INFO - Epoch(train) [16][1400/5138] lr: 1.0000e-04 eta: 11:25:06 time: 0.5414 data_time: 0.0085 memory: 17431 loss: 1.2976 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2976 2023/06/06 13:54:19 - mmengine - INFO - Epoch(train) [16][1500/5138] lr: 1.0000e-04 eta: 11:24:12 time: 0.5419 data_time: 0.0092 memory: 17431 loss: 2.0148 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0148 2023/06/06 13:55:13 - mmengine - INFO - Epoch(train) [16][1600/5138] lr: 1.0000e-04 eta: 11:23:18 time: 0.5434 data_time: 0.0083 memory: 17431 loss: 1.7444 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7444 2023/06/06 13:56:08 - mmengine - INFO - Epoch(train) [16][1700/5138] lr: 1.0000e-04 eta: 11:22:24 time: 0.5417 data_time: 0.0082 memory: 17431 loss: 1.4940 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4940 2023/06/06 13:57:02 - mmengine - INFO - Epoch(train) [16][1800/5138] lr: 1.0000e-04 eta: 11:21:30 time: 0.5391 data_time: 0.0089 memory: 17431 loss: 1.7423 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7423 2023/06/06 13:57:58 - mmengine - INFO - Epoch(train) [16][1900/5138] lr: 1.0000e-04 eta: 11:20:36 time: 0.5443 data_time: 0.0091 memory: 17431 loss: 1.9087 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9087 2023/06/06 13:58:14 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 13:58:52 - mmengine - INFO - Epoch(train) [16][2000/5138] lr: 1.0000e-04 eta: 11:19:42 time: 0.5458 data_time: 0.0085 memory: 17431 loss: 2.2658 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2658 2023/06/06 13:59:47 - mmengine - INFO - Epoch(train) [16][2100/5138] lr: 1.0000e-04 eta: 11:18:48 time: 0.5429 data_time: 0.0088 memory: 17431 loss: 1.6729 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6729 2023/06/06 14:00:41 - mmengine - INFO - Epoch(train) [16][2200/5138] lr: 1.0000e-04 eta: 11:17:54 time: 0.5432 data_time: 0.0084 memory: 17431 loss: 1.5314 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5314 2023/06/06 14:01:36 - mmengine - INFO - Epoch(train) [16][2300/5138] lr: 1.0000e-04 eta: 11:17:00 time: 0.5405 data_time: 0.0089 memory: 17431 loss: 1.4261 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4261 2023/06/06 14:02:30 - mmengine - INFO - Epoch(train) [16][2400/5138] lr: 1.0000e-04 eta: 11:16:06 time: 0.5462 data_time: 0.0089 memory: 17431 loss: 1.5977 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5977 2023/06/06 14:03:25 - mmengine - INFO - Epoch(train) [16][2500/5138] lr: 1.0000e-04 eta: 11:15:12 time: 0.5451 data_time: 0.0088 memory: 17431 loss: 1.2176 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2176 2023/06/06 14:04:20 - mmengine - INFO - Epoch(train) [16][2600/5138] lr: 1.0000e-04 eta: 11:14:18 time: 0.5487 data_time: 0.0089 memory: 17431 loss: 1.5333 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5333 2023/06/06 14:05:14 - mmengine - INFO - Epoch(train) [16][2700/5138] lr: 1.0000e-04 eta: 11:13:24 time: 0.5439 data_time: 0.0086 memory: 17431 loss: 1.9664 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9664 2023/06/06 14:06:08 - mmengine - INFO - Epoch(train) [16][2800/5138] lr: 1.0000e-04 eta: 11:12:29 time: 0.5431 data_time: 0.0084 memory: 17431 loss: 1.9213 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9213 2023/06/06 14:07:03 - mmengine - INFO - Epoch(train) [16][2900/5138] lr: 1.0000e-04 eta: 11:11:35 time: 0.5512 data_time: 0.0081 memory: 17431 loss: 2.0665 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0665 2023/06/06 14:07:19 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 14:07:57 - mmengine - INFO - Epoch(train) [16][3000/5138] lr: 1.0000e-04 eta: 11:10:41 time: 0.5444 data_time: 0.0085 memory: 17431 loss: 1.4166 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4166 2023/06/06 14:08:52 - mmengine - INFO - Epoch(train) [16][3100/5138] lr: 1.0000e-04 eta: 11:09:47 time: 0.5435 data_time: 0.0087 memory: 17431 loss: 1.6727 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6727 2023/06/06 14:09:46 - mmengine - INFO - Epoch(train) [16][3200/5138] lr: 1.0000e-04 eta: 11:08:53 time: 0.5473 data_time: 0.0088 memory: 17431 loss: 1.9819 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9819 2023/06/06 14:10:41 - mmengine - INFO - Epoch(train) [16][3300/5138] lr: 1.0000e-04 eta: 11:07:58 time: 0.5433 data_time: 0.0088 memory: 17431 loss: 1.8714 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8714 2023/06/06 14:11:36 - mmengine - INFO - Epoch(train) [16][3400/5138] lr: 1.0000e-04 eta: 11:07:04 time: 0.5463 data_time: 0.0084 memory: 17431 loss: 2.1336 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1336 2023/06/06 14:12:30 - mmengine - INFO - Epoch(train) [16][3500/5138] lr: 1.0000e-04 eta: 11:06:10 time: 0.5408 data_time: 0.0085 memory: 17431 loss: 1.6304 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6304 2023/06/06 14:13:25 - mmengine - INFO - Epoch(train) [16][3600/5138] lr: 1.0000e-04 eta: 11:05:16 time: 0.5459 data_time: 0.0088 memory: 17431 loss: 1.7033 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7033 2023/06/06 14:14:19 - mmengine - INFO - Epoch(train) [16][3700/5138] lr: 1.0000e-04 eta: 11:04:22 time: 0.5483 data_time: 0.0089 memory: 17431 loss: 1.2167 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2167 2023/06/06 14:15:14 - mmengine - INFO - Epoch(train) [16][3800/5138] lr: 1.0000e-04 eta: 11:03:28 time: 0.5554 data_time: 0.0083 memory: 17431 loss: 1.5049 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.5049 2023/06/06 14:16:09 - mmengine - INFO - Epoch(train) [16][3900/5138] lr: 1.0000e-04 eta: 11:02:34 time: 0.5472 data_time: 0.0091 memory: 17431 loss: 1.8972 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8972 2023/06/06 14:16:25 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 14:17:04 - mmengine - INFO - Epoch(train) [16][4000/5138] lr: 1.0000e-04 eta: 11:01:40 time: 0.5488 data_time: 0.0088 memory: 17431 loss: 2.0937 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0937 2023/06/06 14:17:58 - mmengine - INFO - Epoch(train) [16][4100/5138] lr: 1.0000e-04 eta: 11:00:46 time: 0.5437 data_time: 0.0088 memory: 17431 loss: 1.5951 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5951 2023/06/06 14:18:53 - mmengine - INFO - Epoch(train) [16][4200/5138] lr: 1.0000e-04 eta: 10:59:52 time: 0.5511 data_time: 0.0081 memory: 17431 loss: 1.9274 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9274 2023/06/06 14:19:48 - mmengine - INFO - Epoch(train) [16][4300/5138] lr: 1.0000e-04 eta: 10:58:58 time: 0.5435 data_time: 0.0089 memory: 17431 loss: 1.8480 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8480 2023/06/06 14:20:42 - mmengine - INFO - Epoch(train) [16][4400/5138] lr: 1.0000e-04 eta: 10:58:04 time: 0.5473 data_time: 0.0087 memory: 17431 loss: 1.4057 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4057 2023/06/06 14:21:37 - mmengine - INFO - Epoch(train) [16][4500/5138] lr: 1.0000e-04 eta: 10:57:10 time: 0.5460 data_time: 0.0088 memory: 17431 loss: 1.7565 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7565 2023/06/06 14:22:32 - mmengine - INFO - Epoch(train) [16][4600/5138] lr: 1.0000e-04 eta: 10:56:16 time: 0.5487 data_time: 0.0082 memory: 17431 loss: 1.4447 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4447 2023/06/06 14:23:27 - mmengine - INFO - Epoch(train) [16][4700/5138] lr: 1.0000e-04 eta: 10:55:22 time: 0.5537 data_time: 0.0078 memory: 17431 loss: 1.6940 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6940 2023/06/06 14:24:22 - mmengine - INFO - Epoch(train) [16][4800/5138] lr: 1.0000e-04 eta: 10:54:28 time: 0.5439 data_time: 0.0084 memory: 17431 loss: 1.0795 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0795 2023/06/06 14:25:16 - mmengine - INFO - Epoch(train) [16][4900/5138] lr: 1.0000e-04 eta: 10:53:34 time: 0.5472 data_time: 0.0082 memory: 17431 loss: 1.4789 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4789 2023/06/06 14:25:33 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 14:26:11 - mmengine - INFO - Epoch(train) [16][5000/5138] lr: 1.0000e-04 eta: 10:52:40 time: 0.5432 data_time: 0.0082 memory: 17431 loss: 1.7137 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7137 2023/06/06 14:27:06 - mmengine - INFO - Epoch(train) [16][5100/5138] lr: 1.0000e-04 eta: 10:51:46 time: 0.5461 data_time: 0.0086 memory: 17431 loss: 1.7860 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7860 2023/06/06 14:27:26 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 14:27:26 - mmengine - INFO - Epoch(train) [16][5138/5138] lr: 1.0000e-04 eta: 10:51:25 time: 0.5289 data_time: 0.0084 memory: 17431 loss: 1.9265 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9265 2023/06/06 14:28:23 - mmengine - INFO - Epoch(train) [17][ 100/5138] lr: 8.9547e-05 eta: 10:50:33 time: 0.5425 data_time: 0.0085 memory: 17431 loss: 1.3084 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3084 2023/06/06 14:29:18 - mmengine - INFO - Epoch(train) [17][ 200/5138] lr: 8.9547e-05 eta: 10:49:39 time: 0.5448 data_time: 0.0083 memory: 17431 loss: 1.1023 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1023 2023/06/06 14:30:12 - mmengine - INFO - Epoch(train) [17][ 300/5138] lr: 8.9547e-05 eta: 10:48:45 time: 0.5389 data_time: 0.0086 memory: 17431 loss: 2.2530 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2530 2023/06/06 14:31:06 - mmengine - INFO - Epoch(train) [17][ 400/5138] lr: 8.9547e-05 eta: 10:47:50 time: 0.5442 data_time: 0.0078 memory: 17431 loss: 1.5187 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5187 2023/06/06 14:32:01 - mmengine - INFO - Epoch(train) [17][ 500/5138] lr: 8.9547e-05 eta: 10:46:56 time: 0.5426 data_time: 0.0080 memory: 17431 loss: 2.1960 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.1960 2023/06/06 14:32:55 - mmengine - INFO - Epoch(train) [17][ 600/5138] lr: 8.9547e-05 eta: 10:46:02 time: 0.5469 data_time: 0.0084 memory: 17431 loss: 1.2211 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2211 2023/06/06 14:33:50 - mmengine - INFO - Epoch(train) [17][ 700/5138] lr: 8.9547e-05 eta: 10:45:08 time: 0.5469 data_time: 0.0086 memory: 17431 loss: 1.3603 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3603 2023/06/06 14:34:40 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 14:34:44 - mmengine - INFO - Epoch(train) [17][ 800/5138] lr: 8.9547e-05 eta: 10:44:13 time: 0.5437 data_time: 0.0086 memory: 17431 loss: 1.3183 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3183 2023/06/06 14:35:39 - mmengine - INFO - Epoch(train) [17][ 900/5138] lr: 8.9547e-05 eta: 10:43:19 time: 0.5459 data_time: 0.0089 memory: 17431 loss: 1.3157 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3157 2023/06/06 14:36:34 - mmengine - INFO - Epoch(train) [17][1000/5138] lr: 8.9547e-05 eta: 10:42:25 time: 0.5490 data_time: 0.0078 memory: 17431 loss: 1.6205 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6205 2023/06/06 14:37:28 - mmengine - INFO - Epoch(train) [17][1100/5138] lr: 8.9547e-05 eta: 10:41:31 time: 0.5442 data_time: 0.0082 memory: 17431 loss: 1.7972 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.7972 2023/06/06 14:38:23 - mmengine - INFO - Epoch(train) [17][1200/5138] lr: 8.9547e-05 eta: 10:40:37 time: 0.5456 data_time: 0.0078 memory: 17431 loss: 1.5230 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5230 2023/06/06 14:39:18 - mmengine - INFO - Epoch(train) [17][1300/5138] lr: 8.9547e-05 eta: 10:39:43 time: 0.5462 data_time: 0.0088 memory: 17431 loss: 1.5936 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5936 2023/06/06 14:40:12 - mmengine - INFO - Epoch(train) [17][1400/5138] lr: 8.9547e-05 eta: 10:38:49 time: 0.5468 data_time: 0.0082 memory: 17431 loss: 1.6266 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6266 2023/06/06 14:41:07 - mmengine - INFO - Epoch(train) [17][1500/5138] lr: 8.9547e-05 eta: 10:37:55 time: 0.5421 data_time: 0.0087 memory: 17431 loss: 1.8293 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8293 2023/06/06 14:42:02 - mmengine - INFO - Epoch(train) [17][1600/5138] lr: 8.9547e-05 eta: 10:37:01 time: 0.5433 data_time: 0.0080 memory: 17431 loss: 1.8164 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8164 2023/06/06 14:42:56 - mmengine - INFO - Epoch(train) [17][1700/5138] lr: 8.9547e-05 eta: 10:36:07 time: 0.5440 data_time: 0.0084 memory: 17431 loss: 1.6814 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6814 2023/06/06 14:43:47 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 14:43:51 - mmengine - INFO - Epoch(train) [17][1800/5138] lr: 8.9547e-05 eta: 10:35:13 time: 0.5437 data_time: 0.0084 memory: 17431 loss: 1.8836 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8836 2023/06/06 14:44:45 - mmengine - INFO - Epoch(train) [17][1900/5138] lr: 8.9547e-05 eta: 10:34:18 time: 0.5406 data_time: 0.0085 memory: 17431 loss: 1.9288 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9288 2023/06/06 14:45:40 - mmengine - INFO - Epoch(train) [17][2000/5138] lr: 8.9547e-05 eta: 10:33:24 time: 0.5484 data_time: 0.0079 memory: 17431 loss: 1.5413 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5413 2023/06/06 14:46:34 - mmengine - INFO - Epoch(train) [17][2100/5138] lr: 8.9547e-05 eta: 10:32:30 time: 0.5447 data_time: 0.0080 memory: 17431 loss: 1.5401 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5401 2023/06/06 14:47:29 - mmengine - INFO - Epoch(train) [17][2200/5138] lr: 8.9547e-05 eta: 10:31:35 time: 0.5493 data_time: 0.0082 memory: 17431 loss: 1.5523 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5523 2023/06/06 14:48:24 - mmengine - INFO - Epoch(train) [17][2300/5138] lr: 8.9547e-05 eta: 10:30:42 time: 0.5948 data_time: 0.0084 memory: 17431 loss: 1.6094 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6094 2023/06/06 14:49:19 - mmengine - INFO - Epoch(train) [17][2400/5138] lr: 8.9547e-05 eta: 10:29:48 time: 0.5445 data_time: 0.0082 memory: 17431 loss: 1.8907 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8907 2023/06/06 14:50:14 - mmengine - INFO - Epoch(train) [17][2500/5138] lr: 8.9547e-05 eta: 10:28:54 time: 0.5489 data_time: 0.0077 memory: 17431 loss: 1.5035 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5035 2023/06/06 14:51:09 - mmengine - INFO - Epoch(train) [17][2600/5138] lr: 8.9547e-05 eta: 10:28:00 time: 0.5753 data_time: 0.0080 memory: 17431 loss: 1.9168 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9168 2023/06/06 14:52:03 - mmengine - INFO - Epoch(train) [17][2700/5138] lr: 8.9547e-05 eta: 10:27:06 time: 0.5407 data_time: 0.0086 memory: 17431 loss: 1.6638 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6638 2023/06/06 14:52:54 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 14:52:58 - mmengine - INFO - Epoch(train) [17][2800/5138] lr: 8.9547e-05 eta: 10:26:12 time: 0.5452 data_time: 0.0085 memory: 17431 loss: 1.6808 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6808 2023/06/06 14:53:53 - mmengine - INFO - Epoch(train) [17][2900/5138] lr: 8.9547e-05 eta: 10:25:18 time: 0.5459 data_time: 0.0085 memory: 17431 loss: 1.7889 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7889 2023/06/06 14:54:48 - mmengine - INFO - Epoch(train) [17][3000/5138] lr: 8.9547e-05 eta: 10:24:24 time: 0.5485 data_time: 0.0087 memory: 17431 loss: 1.5407 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5407 2023/06/06 14:55:43 - mmengine - INFO - Epoch(train) [17][3100/5138] lr: 8.9547e-05 eta: 10:23:30 time: 0.5446 data_time: 0.0088 memory: 17431 loss: 1.9301 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9301 2023/06/06 14:56:37 - mmengine - INFO - Epoch(train) [17][3200/5138] lr: 8.9547e-05 eta: 10:22:36 time: 0.5444 data_time: 0.0087 memory: 17431 loss: 1.6030 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6030 2023/06/06 14:57:32 - mmengine - INFO - Epoch(train) [17][3300/5138] lr: 8.9547e-05 eta: 10:21:42 time: 0.5487 data_time: 0.0089 memory: 17431 loss: 2.0910 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0910 2023/06/06 14:58:26 - mmengine - INFO - Epoch(train) [17][3400/5138] lr: 8.9547e-05 eta: 10:20:47 time: 0.5433 data_time: 0.0087 memory: 17431 loss: 1.2507 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2507 2023/06/06 14:59:21 - mmengine - INFO - Epoch(train) [17][3500/5138] lr: 8.9547e-05 eta: 10:19:53 time: 0.5442 data_time: 0.0089 memory: 17431 loss: 1.5802 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5802 2023/06/06 15:00:15 - mmengine - INFO - Epoch(train) [17][3600/5138] lr: 8.9547e-05 eta: 10:18:59 time: 0.5461 data_time: 0.0088 memory: 17431 loss: 1.6508 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6508 2023/06/06 15:01:10 - mmengine - INFO - Epoch(train) [17][3700/5138] lr: 8.9547e-05 eta: 10:18:05 time: 0.5476 data_time: 0.0088 memory: 17431 loss: 1.7220 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7220 2023/06/06 15:02:00 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 15:02:04 - mmengine - INFO - Epoch(train) [17][3800/5138] lr: 8.9547e-05 eta: 10:17:11 time: 0.5454 data_time: 0.0083 memory: 17431 loss: 1.2750 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2750 2023/06/06 15:02:59 - mmengine - INFO - Epoch(train) [17][3900/5138] lr: 8.9547e-05 eta: 10:16:16 time: 0.5463 data_time: 0.0087 memory: 17431 loss: 1.3842 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3842 2023/06/06 15:03:55 - mmengine - INFO - Epoch(train) [17][4000/5138] lr: 8.9547e-05 eta: 10:15:23 time: 0.5670 data_time: 0.0070 memory: 17431 loss: 1.8409 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8409 2023/06/06 15:04:49 - mmengine - INFO - Epoch(train) [17][4100/5138] lr: 8.9547e-05 eta: 10:14:29 time: 0.5420 data_time: 0.0085 memory: 17431 loss: 1.7819 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7819 2023/06/06 15:05:44 - mmengine - INFO - Epoch(train) [17][4200/5138] lr: 8.9547e-05 eta: 10:13:34 time: 0.5456 data_time: 0.0085 memory: 17431 loss: 1.7396 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7396 2023/06/06 15:06:38 - mmengine - INFO - Epoch(train) [17][4300/5138] lr: 8.9547e-05 eta: 10:12:40 time: 0.5420 data_time: 0.0088 memory: 17431 loss: 1.6173 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6173 2023/06/06 15:07:33 - mmengine - INFO - Epoch(train) [17][4400/5138] lr: 8.9547e-05 eta: 10:11:46 time: 0.5466 data_time: 0.0081 memory: 17431 loss: 1.9683 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9683 2023/06/06 15:08:28 - mmengine - INFO - Epoch(train) [17][4500/5138] lr: 8.9547e-05 eta: 10:10:53 time: 0.5452 data_time: 0.0087 memory: 17431 loss: 1.6237 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6237 2023/06/06 15:09:23 - mmengine - INFO - Epoch(train) [17][4600/5138] lr: 8.9547e-05 eta: 10:09:59 time: 0.5454 data_time: 0.0085 memory: 17431 loss: 1.9506 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9506 2023/06/06 15:10:18 - mmengine - INFO - Epoch(train) [17][4700/5138] lr: 8.9547e-05 eta: 10:09:04 time: 0.5474 data_time: 0.0085 memory: 17431 loss: 1.1161 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1161 2023/06/06 15:11:08 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 15:11:12 - mmengine - INFO - Epoch(train) [17][4800/5138] lr: 8.9547e-05 eta: 10:08:10 time: 0.5429 data_time: 0.0088 memory: 17431 loss: 1.4103 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4103 2023/06/06 15:12:07 - mmengine - INFO - Epoch(train) [17][4900/5138] lr: 8.9547e-05 eta: 10:07:16 time: 0.5450 data_time: 0.0087 memory: 17431 loss: 1.4513 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4513 2023/06/06 15:13:02 - mmengine - INFO - Epoch(train) [17][5000/5138] lr: 8.9547e-05 eta: 10:06:22 time: 0.5448 data_time: 0.0081 memory: 17431 loss: 1.5811 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5811 2023/06/06 15:13:56 - mmengine - INFO - Epoch(train) [17][5100/5138] lr: 8.9547e-05 eta: 10:05:28 time: 0.5432 data_time: 0.0086 memory: 17431 loss: 1.5032 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5032 2023/06/06 15:14:17 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 15:14:17 - mmengine - INFO - Epoch(train) [17][5138/5138] lr: 8.9547e-05 eta: 10:05:07 time: 0.5300 data_time: 0.0085 memory: 17431 loss: 1.5474 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5474 2023/06/06 15:15:13 - mmengine - INFO - Epoch(train) [18][ 100/5138] lr: 7.9209e-05 eta: 10:04:14 time: 0.5446 data_time: 0.0091 memory: 17431 loss: 1.6941 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6941 2023/06/06 15:16:07 - mmengine - INFO - Epoch(train) [18][ 200/5138] lr: 7.9209e-05 eta: 10:03:20 time: 0.5429 data_time: 0.0082 memory: 17431 loss: 1.5143 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.5143 2023/06/06 15:17:02 - mmengine - INFO - Epoch(train) [18][ 300/5138] lr: 7.9209e-05 eta: 10:02:26 time: 0.5456 data_time: 0.0087 memory: 17431 loss: 1.1852 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1852 2023/06/06 15:17:57 - mmengine - INFO - Epoch(train) [18][ 400/5138] lr: 7.9209e-05 eta: 10:01:31 time: 0.5461 data_time: 0.0082 memory: 17431 loss: 1.5063 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5063 2023/06/06 15:18:51 - mmengine - INFO - Epoch(train) [18][ 500/5138] lr: 7.9209e-05 eta: 10:00:37 time: 0.5460 data_time: 0.0086 memory: 17431 loss: 1.7602 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7602 2023/06/06 15:19:46 - mmengine - INFO - Epoch(train) [18][ 600/5138] lr: 7.9209e-05 eta: 9:59:43 time: 0.5502 data_time: 0.0090 memory: 17431 loss: 1.6851 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6851 2023/06/06 15:20:16 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 15:20:41 - mmengine - INFO - Epoch(train) [18][ 700/5138] lr: 7.9209e-05 eta: 9:58:49 time: 0.5437 data_time: 0.0089 memory: 17431 loss: 1.6365 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6365 2023/06/06 15:21:36 - mmengine - INFO - Epoch(train) [18][ 800/5138] lr: 7.9209e-05 eta: 9:57:55 time: 0.5610 data_time: 0.0083 memory: 17431 loss: 1.4517 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4517 2023/06/06 15:22:31 - mmengine - INFO - Epoch(train) [18][ 900/5138] lr: 7.9209e-05 eta: 9:57:01 time: 0.5445 data_time: 0.0088 memory: 17431 loss: 1.5409 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5409 2023/06/06 15:23:25 - mmengine - INFO - Epoch(train) [18][1000/5138] lr: 7.9209e-05 eta: 9:56:07 time: 0.5418 data_time: 0.0084 memory: 17431 loss: 1.6489 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 1.6489 2023/06/06 15:24:20 - mmengine - INFO - Epoch(train) [18][1100/5138] lr: 7.9209e-05 eta: 9:55:13 time: 0.5449 data_time: 0.0083 memory: 17431 loss: 1.4566 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4566 2023/06/06 15:25:15 - mmengine - INFO - Epoch(train) [18][1200/5138] lr: 7.9209e-05 eta: 9:54:19 time: 0.5502 data_time: 0.0083 memory: 17431 loss: 1.2020 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2020 2023/06/06 15:26:10 - mmengine - INFO - Epoch(train) [18][1300/5138] lr: 7.9209e-05 eta: 9:53:25 time: 0.5429 data_time: 0.0087 memory: 17431 loss: 1.3490 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3490 2023/06/06 15:27:05 - mmengine - INFO - Epoch(train) [18][1400/5138] lr: 7.9209e-05 eta: 9:52:31 time: 0.5455 data_time: 0.0090 memory: 17431 loss: 1.6473 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6473 2023/06/06 15:28:00 - mmengine - INFO - Epoch(train) [18][1500/5138] lr: 7.9209e-05 eta: 9:51:38 time: 0.5545 data_time: 0.0085 memory: 17431 loss: 2.5145 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5145 2023/06/06 15:28:55 - mmengine - INFO - Epoch(train) [18][1600/5138] lr: 7.9209e-05 eta: 9:50:43 time: 0.5440 data_time: 0.0080 memory: 17431 loss: 1.9110 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9110 2023/06/06 15:29:24 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 15:29:49 - mmengine - INFO - Epoch(train) [18][1700/5138] lr: 7.9209e-05 eta: 9:49:49 time: 0.5417 data_time: 0.0087 memory: 17431 loss: 1.6607 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6607 2023/06/06 15:30:44 - mmengine - INFO - Epoch(train) [18][1800/5138] lr: 7.9209e-05 eta: 9:48:55 time: 0.5453 data_time: 0.0088 memory: 17431 loss: 1.4032 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4032 2023/06/06 15:31:39 - mmengine - INFO - Epoch(train) [18][1900/5138] lr: 7.9209e-05 eta: 9:48:01 time: 0.5478 data_time: 0.0085 memory: 17431 loss: 1.6774 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6774 2023/06/06 15:32:34 - mmengine - INFO - Epoch(train) [18][2000/5138] lr: 7.9209e-05 eta: 9:47:07 time: 0.5476 data_time: 0.0089 memory: 17431 loss: 1.4509 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4509 2023/06/06 15:33:29 - mmengine - INFO - Epoch(train) [18][2100/5138] lr: 7.9209e-05 eta: 9:46:13 time: 0.5482 data_time: 0.0087 memory: 17431 loss: 1.5135 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5135 2023/06/06 15:34:24 - mmengine - INFO - Epoch(train) [18][2200/5138] lr: 7.9209e-05 eta: 9:45:19 time: 0.5491 data_time: 0.0084 memory: 17431 loss: 1.8258 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8258 2023/06/06 15:35:19 - mmengine - INFO - Epoch(train) [18][2300/5138] lr: 7.9209e-05 eta: 9:44:25 time: 0.5456 data_time: 0.0090 memory: 17431 loss: 1.4583 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4583 2023/06/06 15:36:14 - mmengine - INFO - Epoch(train) [18][2400/5138] lr: 7.9209e-05 eta: 9:43:31 time: 0.5453 data_time: 0.0086 memory: 17431 loss: 1.3207 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 1.3207 2023/06/06 15:37:08 - mmengine - INFO - Epoch(train) [18][2500/5138] lr: 7.9209e-05 eta: 9:42:37 time: 0.5498 data_time: 0.0079 memory: 17431 loss: 1.6587 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 1.6587 2023/06/06 15:38:03 - mmengine - INFO - Epoch(train) [18][2600/5138] lr: 7.9209e-05 eta: 9:41:43 time: 0.5442 data_time: 0.0083 memory: 17431 loss: 1.5560 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5560 2023/06/06 15:38:33 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 15:38:58 - mmengine - INFO - Epoch(train) [18][2700/5138] lr: 7.9209e-05 eta: 9:40:49 time: 0.5527 data_time: 0.0082 memory: 17431 loss: 1.5910 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5910 2023/06/06 15:39:53 - mmengine - INFO - Epoch(train) [18][2800/5138] lr: 7.9209e-05 eta: 9:39:55 time: 0.5459 data_time: 0.0085 memory: 17431 loss: 1.4284 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4284 2023/06/06 15:40:48 - mmengine - INFO - Epoch(train) [18][2900/5138] lr: 7.9209e-05 eta: 9:39:01 time: 0.5543 data_time: 0.0084 memory: 17431 loss: 1.4205 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4205 2023/06/06 15:41:43 - mmengine - INFO - Epoch(train) [18][3000/5138] lr: 7.9209e-05 eta: 9:38:07 time: 0.5530 data_time: 0.0089 memory: 17431 loss: 2.0377 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.0377 2023/06/06 15:42:38 - mmengine - INFO - Epoch(train) [18][3100/5138] lr: 7.9209e-05 eta: 9:37:13 time: 0.5445 data_time: 0.0087 memory: 17431 loss: 1.3701 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3701 2023/06/06 15:43:33 - mmengine - INFO - Epoch(train) [18][3200/5138] lr: 7.9209e-05 eta: 9:36:19 time: 0.5441 data_time: 0.0086 memory: 17431 loss: 1.3510 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3510 2023/06/06 15:44:28 - mmengine - INFO - Epoch(train) [18][3300/5138] lr: 7.9209e-05 eta: 9:35:25 time: 0.5439 data_time: 0.0085 memory: 17431 loss: 1.0744 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0744 2023/06/06 15:45:22 - mmengine - INFO - Epoch(train) [18][3400/5138] lr: 7.9209e-05 eta: 9:34:31 time: 0.5439 data_time: 0.0085 memory: 17431 loss: 1.7957 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7957 2023/06/06 15:46:18 - mmengine - INFO - Epoch(train) [18][3500/5138] lr: 7.9209e-05 eta: 9:33:37 time: 0.5569 data_time: 0.0078 memory: 17431 loss: 1.7117 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7117 2023/06/06 15:47:15 - mmengine - INFO - Epoch(train) [18][3600/5138] lr: 7.9209e-05 eta: 9:32:44 time: 0.5435 data_time: 0.0090 memory: 17431 loss: 1.3094 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3094 2023/06/06 15:47:45 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 15:48:10 - mmengine - INFO - Epoch(train) [18][3700/5138] lr: 7.9209e-05 eta: 9:31:50 time: 0.5451 data_time: 0.0083 memory: 17431 loss: 1.7972 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7972 2023/06/06 15:49:05 - mmengine - INFO - Epoch(train) [18][3800/5138] lr: 7.9209e-05 eta: 9:30:57 time: 0.5450 data_time: 0.0083 memory: 17431 loss: 1.5316 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5316 2023/06/06 15:50:01 - mmengine - INFO - Epoch(train) [18][3900/5138] lr: 7.9209e-05 eta: 9:30:03 time: 0.5453 data_time: 0.0086 memory: 17431 loss: 1.7004 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7004 2023/06/06 15:50:57 - mmengine - INFO - Epoch(train) [18][4000/5138] lr: 7.9209e-05 eta: 9:29:10 time: 0.5445 data_time: 0.0084 memory: 17431 loss: 1.4245 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4245 2023/06/06 15:51:53 - mmengine - INFO - Epoch(train) [18][4100/5138] lr: 7.9209e-05 eta: 9:28:16 time: 0.5432 data_time: 0.0084 memory: 17431 loss: 1.7872 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7872 2023/06/06 15:52:48 - mmengine - INFO - Epoch(train) [18][4200/5138] lr: 7.9209e-05 eta: 9:27:22 time: 0.5455 data_time: 0.0086 memory: 17431 loss: 2.0232 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0232 2023/06/06 15:53:44 - mmengine - INFO - Epoch(train) [18][4300/5138] lr: 7.9209e-05 eta: 9:26:29 time: 0.5425 data_time: 0.0085 memory: 17431 loss: 1.4312 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4312 2023/06/06 15:54:39 - mmengine - INFO - Epoch(train) [18][4400/5138] lr: 7.9209e-05 eta: 9:25:36 time: 0.5438 data_time: 0.0080 memory: 17431 loss: 2.0534 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0534 2023/06/06 15:55:35 - mmengine - INFO - Epoch(train) [18][4500/5138] lr: 7.9209e-05 eta: 9:24:42 time: 0.5496 data_time: 0.0084 memory: 17431 loss: 1.4333 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4333 2023/06/06 15:56:31 - mmengine - INFO - Epoch(train) [18][4600/5138] lr: 7.9209e-05 eta: 9:23:49 time: 0.5591 data_time: 0.0079 memory: 17431 loss: 1.8026 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8026 2023/06/06 15:57:00 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 15:57:25 - mmengine - INFO - Epoch(train) [18][4700/5138] lr: 7.9209e-05 eta: 9:22:55 time: 0.5586 data_time: 0.0074 memory: 17431 loss: 1.7184 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7184 2023/06/06 15:58:21 - mmengine - INFO - Epoch(train) [18][4800/5138] lr: 7.9209e-05 eta: 9:22:01 time: 0.5442 data_time: 0.0083 memory: 17431 loss: 1.5183 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.5183 2023/06/06 15:59:17 - mmengine - INFO - Epoch(train) [18][4900/5138] lr: 7.9209e-05 eta: 9:21:07 time: 0.5444 data_time: 0.0084 memory: 17431 loss: 1.5077 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5077 2023/06/06 16:00:12 - mmengine - INFO - Epoch(train) [18][5000/5138] lr: 7.9209e-05 eta: 9:20:13 time: 0.5481 data_time: 0.0080 memory: 17431 loss: 1.4092 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4092 2023/06/06 16:01:08 - mmengine - INFO - Epoch(train) [18][5100/5138] lr: 7.9209e-05 eta: 9:19:20 time: 0.5410 data_time: 0.0082 memory: 17431 loss: 1.6440 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6440 2023/06/06 16:01:32 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 16:01:32 - mmengine - INFO - Epoch(train) [18][5138/5138] lr: 7.9209e-05 eta: 9:19:02 time: 0.5312 data_time: 0.0087 memory: 17431 loss: 1.3700 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3700 2023/06/06 16:01:33 - mmengine - INFO - Saving checkpoint at 18 epochs 2023/06/06 16:03:40 - mmengine - INFO - Epoch(val) [18][100/520] eta: 0:01:33 time: 0.2190 data_time: 0.0049 memory: 3719 2023/06/06 16:04:02 - mmengine - INFO - Epoch(val) [18][200/520] eta: 0:01:10 time: 0.2187 data_time: 0.0048 memory: 3719 2023/06/06 16:04:24 - mmengine - INFO - Epoch(val) [18][300/520] eta: 0:00:48 time: 0.2198 data_time: 0.0048 memory: 3719 2023/06/06 16:04:46 - mmengine - INFO - Epoch(val) [18][400/520] eta: 0:00:26 time: 0.2205 data_time: 0.0047 memory: 3719 2023/06/06 16:05:08 - mmengine - INFO - Epoch(val) [18][500/520] eta: 0:00:04 time: 0.2211 data_time: 0.0047 memory: 3719 2023/06/06 16:05:48 - mmengine - INFO - Epoch(val) [18][520/520] acc/top1: 0.6661 acc/top5: 0.8667 acc/mean1: 0.6596 data_time: 0.0056 time: 0.2201 2023/06/06 16:05:49 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb/best_acc_top1_epoch_15.pth is removed 2023/06/06 16:06:15 - mmengine - INFO - The best checkpoint with 0.6661 acc/top1 at 18 epoch is saved to best_acc_top1_epoch_18.pth. 2023/06/06 16:07:10 - mmengine - INFO - Epoch(train) [19][ 100/5138] lr: 6.9098e-05 eta: 9:18:08 time: 0.5446 data_time: 0.0083 memory: 17431 loss: 1.9122 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 1.9122 2023/06/06 16:08:05 - mmengine - INFO - Epoch(train) [19][ 200/5138] lr: 6.9098e-05 eta: 9:17:14 time: 0.5489 data_time: 0.0084 memory: 17431 loss: 1.4235 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4235 2023/06/06 16:09:00 - mmengine - INFO - Epoch(train) [19][ 300/5138] lr: 6.9098e-05 eta: 9:16:20 time: 0.5489 data_time: 0.0088 memory: 17431 loss: 1.5361 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5361 2023/06/06 16:09:57 - mmengine - INFO - Epoch(train) [19][ 400/5138] lr: 6.9098e-05 eta: 9:15:27 time: 0.5457 data_time: 0.0084 memory: 17431 loss: 1.5133 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5133 2023/06/06 16:10:52 - mmengine - INFO - Epoch(train) [19][ 500/5138] lr: 6.9098e-05 eta: 9:14:34 time: 0.5462 data_time: 0.0082 memory: 17431 loss: 1.9753 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9753 2023/06/06 16:11:01 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 16:11:47 - mmengine - INFO - Epoch(train) [19][ 600/5138] lr: 6.9098e-05 eta: 9:13:39 time: 0.5408 data_time: 0.0081 memory: 17431 loss: 1.3529 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.3529 2023/06/06 16:12:41 - mmengine - INFO - Epoch(train) [19][ 700/5138] lr: 6.9098e-05 eta: 9:12:45 time: 0.5453 data_time: 0.0081 memory: 17431 loss: 1.5530 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5530 2023/06/06 16:13:36 - mmengine - INFO - Epoch(train) [19][ 800/5138] lr: 6.9098e-05 eta: 9:11:50 time: 0.5438 data_time: 0.0082 memory: 17431 loss: 1.3069 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3069 2023/06/06 16:14:32 - mmengine - INFO - Epoch(train) [19][ 900/5138] lr: 6.9098e-05 eta: 9:10:57 time: 0.5484 data_time: 0.0082 memory: 17431 loss: 1.1641 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1641 2023/06/06 16:15:27 - mmengine - INFO - Epoch(train) [19][1000/5138] lr: 6.9098e-05 eta: 9:10:03 time: 0.5419 data_time: 0.0079 memory: 17431 loss: 1.2927 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2927 2023/06/06 16:16:23 - mmengine - INFO - Epoch(train) [19][1100/5138] lr: 6.9098e-05 eta: 9:09:10 time: 0.5508 data_time: 0.0082 memory: 17431 loss: 1.4343 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4343 2023/06/06 16:17:17 - mmengine - INFO - Epoch(train) [19][1200/5138] lr: 6.9098e-05 eta: 9:08:15 time: 0.5466 data_time: 0.0084 memory: 17431 loss: 1.6163 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6163 2023/06/06 16:18:13 - mmengine - INFO - Epoch(train) [19][1300/5138] lr: 6.9098e-05 eta: 9:07:22 time: 0.5444 data_time: 0.0080 memory: 17431 loss: 1.7853 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7853 2023/06/06 16:19:08 - mmengine - INFO - Epoch(train) [19][1400/5138] lr: 6.9098e-05 eta: 9:06:27 time: 0.5429 data_time: 0.0084 memory: 17431 loss: 1.5869 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5869 2023/06/06 16:20:03 - mmengine - INFO - Epoch(train) [19][1500/5138] lr: 6.9098e-05 eta: 9:05:34 time: 0.5428 data_time: 0.0080 memory: 17431 loss: 1.3868 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3868 2023/06/06 16:20:12 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 16:20:58 - mmengine - INFO - Epoch(train) [19][1600/5138] lr: 6.9098e-05 eta: 9:04:40 time: 0.5447 data_time: 0.0080 memory: 17431 loss: 1.5693 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 1.5693 2023/06/06 16:21:53 - mmengine - INFO - Epoch(train) [19][1700/5138] lr: 6.9098e-05 eta: 9:03:45 time: 0.5456 data_time: 0.0085 memory: 17431 loss: 1.3822 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3822 2023/06/06 16:22:48 - mmengine - INFO - Epoch(train) [19][1800/5138] lr: 6.9098e-05 eta: 9:02:51 time: 0.5480 data_time: 0.0086 memory: 17431 loss: 1.2102 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2102 2023/06/06 16:23:44 - mmengine - INFO - Epoch(train) [19][1900/5138] lr: 6.9098e-05 eta: 9:01:58 time: 0.5447 data_time: 0.0082 memory: 17431 loss: 1.5667 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5667 2023/06/06 16:24:39 - mmengine - INFO - Epoch(train) [19][2000/5138] lr: 6.9098e-05 eta: 9:01:04 time: 0.5427 data_time: 0.0086 memory: 17431 loss: 1.2983 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2983 2023/06/06 16:25:35 - mmengine - INFO - Epoch(train) [19][2100/5138] lr: 6.9098e-05 eta: 9:00:10 time: 0.5423 data_time: 0.0088 memory: 17431 loss: 1.3664 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3664 2023/06/06 16:26:30 - mmengine - INFO - Epoch(train) [19][2200/5138] lr: 6.9098e-05 eta: 8:59:16 time: 0.5448 data_time: 0.0082 memory: 17431 loss: 1.3010 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3010 2023/06/06 16:27:25 - mmengine - INFO - Epoch(train) [19][2300/5138] lr: 6.9098e-05 eta: 8:58:22 time: 0.5424 data_time: 0.0082 memory: 17431 loss: 1.0349 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0349 2023/06/06 16:28:20 - mmengine - INFO - Epoch(train) [19][2400/5138] lr: 6.9098e-05 eta: 8:57:28 time: 0.5499 data_time: 0.0082 memory: 17431 loss: 1.5600 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5600 2023/06/06 16:29:15 - mmengine - INFO - Epoch(train) [19][2500/5138] lr: 6.9098e-05 eta: 8:56:34 time: 0.5450 data_time: 0.0090 memory: 17431 loss: 1.2898 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2898 2023/06/06 16:29:26 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 16:30:12 - mmengine - INFO - Epoch(train) [19][2600/5138] lr: 6.9098e-05 eta: 8:55:41 time: 0.5448 data_time: 0.0084 memory: 17431 loss: 1.7167 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7167 2023/06/06 16:31:06 - mmengine - INFO - Epoch(train) [19][2700/5138] lr: 6.9098e-05 eta: 8:54:47 time: 0.5434 data_time: 0.0089 memory: 17431 loss: 1.7641 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7641 2023/06/06 16:32:02 - mmengine - INFO - Epoch(train) [19][2800/5138] lr: 6.9098e-05 eta: 8:53:53 time: 0.5472 data_time: 0.0079 memory: 17431 loss: 1.4603 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4603 2023/06/06 16:32:56 - mmengine - INFO - Epoch(train) [19][2900/5138] lr: 6.9098e-05 eta: 8:52:59 time: 0.5473 data_time: 0.0083 memory: 17431 loss: 1.2360 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2360 2023/06/06 16:33:52 - mmengine - INFO - Epoch(train) [19][3000/5138] lr: 6.9098e-05 eta: 8:52:05 time: 0.5403 data_time: 0.0085 memory: 17431 loss: 1.0550 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0550 2023/06/06 16:34:48 - mmengine - INFO - Epoch(train) [19][3100/5138] lr: 6.9098e-05 eta: 8:51:11 time: 0.5460 data_time: 0.0083 memory: 17431 loss: 1.2501 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2501 2023/06/06 16:35:43 - mmengine - INFO - Epoch(train) [19][3200/5138] lr: 6.9098e-05 eta: 8:50:17 time: 0.5474 data_time: 0.0084 memory: 17431 loss: 1.2300 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2300 2023/06/06 16:36:38 - mmengine - INFO - Epoch(train) [19][3300/5138] lr: 6.9098e-05 eta: 8:49:24 time: 0.5423 data_time: 0.0088 memory: 17431 loss: 1.3688 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3688 2023/06/06 16:37:35 - mmengine - INFO - Epoch(train) [19][3400/5138] lr: 6.9098e-05 eta: 8:48:31 time: 0.5442 data_time: 0.0084 memory: 17431 loss: 1.5465 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5465 2023/06/06 16:38:30 - mmengine - INFO - Epoch(train) [19][3500/5138] lr: 6.9098e-05 eta: 8:47:36 time: 0.5451 data_time: 0.0083 memory: 17431 loss: 2.0028 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0028 2023/06/06 16:38:39 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 16:39:24 - mmengine - INFO - Epoch(train) [19][3600/5138] lr: 6.9098e-05 eta: 8:46:42 time: 0.5414 data_time: 0.0084 memory: 17431 loss: 1.8346 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8346 2023/06/06 16:40:21 - mmengine - INFO - Epoch(train) [19][3700/5138] lr: 6.9098e-05 eta: 8:45:49 time: 0.5435 data_time: 0.0085 memory: 17431 loss: 1.4581 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4581 2023/06/06 16:41:17 - mmengine - INFO - Epoch(train) [19][3800/5138] lr: 6.9098e-05 eta: 8:44:55 time: 0.5533 data_time: 0.0090 memory: 17431 loss: 1.3066 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3066 2023/06/06 16:42:12 - mmengine - INFO - Epoch(train) [19][3900/5138] lr: 6.9098e-05 eta: 8:44:01 time: 0.5427 data_time: 0.0087 memory: 17431 loss: 1.7041 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7041 2023/06/06 16:43:08 - mmengine - INFO - Epoch(train) [19][4000/5138] lr: 6.9098e-05 eta: 8:43:08 time: 0.5483 data_time: 0.0085 memory: 17431 loss: 1.4685 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4685 2023/06/06 16:44:03 - mmengine - INFO - Epoch(train) [19][4100/5138] lr: 6.9098e-05 eta: 8:42:14 time: 0.5445 data_time: 0.0084 memory: 17431 loss: 1.8657 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 1.8657 2023/06/06 16:44:59 - mmengine - INFO - Epoch(train) [19][4200/5138] lr: 6.9098e-05 eta: 8:41:20 time: 0.5434 data_time: 0.0085 memory: 17431 loss: 1.5682 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5682 2023/06/06 16:45:54 - mmengine - INFO - Epoch(train) [19][4300/5138] lr: 6.9098e-05 eta: 8:40:26 time: 0.5442 data_time: 0.0086 memory: 17431 loss: 1.7522 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.7522 2023/06/06 16:46:51 - mmengine - INFO - Epoch(train) [19][4400/5138] lr: 6.9098e-05 eta: 8:39:33 time: 0.5495 data_time: 0.0086 memory: 17431 loss: 1.3990 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3990 2023/06/06 16:47:46 - mmengine - INFO - Epoch(train) [19][4500/5138] lr: 6.9098e-05 eta: 8:38:39 time: 0.5414 data_time: 0.0083 memory: 17431 loss: 1.6246 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6246 2023/06/06 16:47:55 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 16:48:40 - mmengine - INFO - Epoch(train) [19][4600/5138] lr: 6.9098e-05 eta: 8:37:44 time: 0.5473 data_time: 0.0086 memory: 17431 loss: 1.3489 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3489 2023/06/06 16:49:36 - mmengine - INFO - Epoch(train) [19][4700/5138] lr: 6.9098e-05 eta: 8:36:50 time: 0.5453 data_time: 0.0085 memory: 17431 loss: 1.3271 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3271 2023/06/06 16:50:31 - mmengine - INFO - Epoch(train) [19][4800/5138] lr: 6.9098e-05 eta: 8:35:56 time: 0.5457 data_time: 0.0085 memory: 17431 loss: 1.7186 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7186 2023/06/06 16:51:26 - mmengine - INFO - Epoch(train) [19][4900/5138] lr: 6.9098e-05 eta: 8:35:02 time: 0.5454 data_time: 0.0088 memory: 17431 loss: 1.3435 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3435 2023/06/06 16:52:21 - mmengine - INFO - Epoch(train) [19][5000/5138] lr: 6.9098e-05 eta: 8:34:08 time: 0.5471 data_time: 0.0086 memory: 17431 loss: 1.6595 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6595 2023/06/06 16:53:16 - mmengine - INFO - Epoch(train) [19][5100/5138] lr: 6.9098e-05 eta: 8:33:14 time: 0.5459 data_time: 0.0087 memory: 17431 loss: 1.5446 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5446 2023/06/06 16:53:37 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 16:53:37 - mmengine - INFO - Epoch(train) [19][5138/5138] lr: 6.9098e-05 eta: 8:32:54 time: 0.5314 data_time: 0.0082 memory: 17431 loss: 1.4338 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4338 2023/06/06 16:54:33 - mmengine - INFO - Epoch(train) [20][ 100/5138] lr: 5.9326e-05 eta: 8:32:00 time: 0.5458 data_time: 0.0085 memory: 17431 loss: 1.4332 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4332 2023/06/06 16:55:28 - mmengine - INFO - Epoch(train) [20][ 200/5138] lr: 5.9326e-05 eta: 8:31:05 time: 0.5418 data_time: 0.0084 memory: 17431 loss: 1.3761 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3761 2023/06/06 16:56:22 - mmengine - INFO - Epoch(train) [20][ 300/5138] lr: 5.9326e-05 eta: 8:30:11 time: 0.5411 data_time: 0.0086 memory: 17431 loss: 1.8378 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8378 2023/06/06 16:57:05 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 16:57:17 - mmengine - INFO - Epoch(train) [20][ 400/5138] lr: 5.9326e-05 eta: 8:29:17 time: 0.5469 data_time: 0.0086 memory: 17431 loss: 1.1103 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1103 2023/06/06 16:58:12 - mmengine - INFO - Epoch(train) [20][ 500/5138] lr: 5.9326e-05 eta: 8:28:22 time: 0.5418 data_time: 0.0087 memory: 17431 loss: 1.1167 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1167 2023/06/06 16:59:06 - mmengine - INFO - Epoch(train) [20][ 600/5138] lr: 5.9326e-05 eta: 8:27:28 time: 0.5427 data_time: 0.0085 memory: 17431 loss: 1.6836 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6836 2023/06/06 17:00:02 - mmengine - INFO - Epoch(train) [20][ 700/5138] lr: 5.9326e-05 eta: 8:26:34 time: 0.5482 data_time: 0.0080 memory: 17431 loss: 1.1788 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1788 2023/06/06 17:00:57 - mmengine - INFO - Epoch(train) [20][ 800/5138] lr: 5.9326e-05 eta: 8:25:40 time: 0.5431 data_time: 0.0086 memory: 17431 loss: 1.2797 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 1.2797 2023/06/06 17:01:52 - mmengine - INFO - Epoch(train) [20][ 900/5138] lr: 5.9326e-05 eta: 8:24:46 time: 0.5660 data_time: 0.0084 memory: 17431 loss: 1.4042 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 1.4042 2023/06/06 17:02:47 - mmengine - INFO - Epoch(train) [20][1000/5138] lr: 5.9326e-05 eta: 8:23:51 time: 0.5459 data_time: 0.0083 memory: 17431 loss: 1.2594 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2594 2023/06/06 17:03:41 - mmengine - INFO - Epoch(train) [20][1100/5138] lr: 5.9326e-05 eta: 8:22:57 time: 0.5443 data_time: 0.0086 memory: 17431 loss: 1.4574 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4574 2023/06/06 17:04:37 - mmengine - INFO - Epoch(train) [20][1200/5138] lr: 5.9326e-05 eta: 8:22:03 time: 0.5696 data_time: 0.0080 memory: 17431 loss: 1.1722 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1722 2023/06/06 17:05:32 - mmengine - INFO - Epoch(train) [20][1300/5138] lr: 5.9326e-05 eta: 8:21:09 time: 0.5448 data_time: 0.0090 memory: 17431 loss: 1.5804 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5804 2023/06/06 17:06:15 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 17:06:27 - mmengine - INFO - Epoch(train) [20][1400/5138] lr: 5.9326e-05 eta: 8:20:15 time: 0.5464 data_time: 0.0086 memory: 17431 loss: 1.4862 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4862 2023/06/06 17:07:23 - mmengine - INFO - Epoch(train) [20][1500/5138] lr: 5.9326e-05 eta: 8:19:21 time: 0.5455 data_time: 0.0082 memory: 17431 loss: 1.3641 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3641 2023/06/06 17:08:19 - mmengine - INFO - Epoch(train) [20][1600/5138] lr: 5.9326e-05 eta: 8:18:27 time: 0.5458 data_time: 0.0090 memory: 17431 loss: 1.3473 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3473 2023/06/06 17:09:13 - mmengine - INFO - Epoch(train) [20][1700/5138] lr: 5.9326e-05 eta: 8:17:33 time: 0.5442 data_time: 0.0088 memory: 17431 loss: 1.2738 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2738 2023/06/06 17:10:08 - mmengine - INFO - Epoch(train) [20][1800/5138] lr: 5.9326e-05 eta: 8:16:39 time: 0.5553 data_time: 0.0081 memory: 17431 loss: 1.3659 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3659 2023/06/06 17:11:03 - mmengine - INFO - Epoch(train) [20][1900/5138] lr: 5.9326e-05 eta: 8:15:45 time: 0.5451 data_time: 0.0083 memory: 17431 loss: 1.6941 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6941 2023/06/06 17:11:58 - mmengine - INFO - Epoch(train) [20][2000/5138] lr: 5.9326e-05 eta: 8:14:50 time: 0.5429 data_time: 0.0084 memory: 17431 loss: 1.2346 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2346 2023/06/06 17:12:53 - mmengine - INFO - Epoch(train) [20][2100/5138] lr: 5.9326e-05 eta: 8:13:56 time: 0.5449 data_time: 0.0092 memory: 17431 loss: 1.8600 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8600 2023/06/06 17:13:48 - mmengine - INFO - Epoch(train) [20][2200/5138] lr: 5.9326e-05 eta: 8:13:02 time: 0.5442 data_time: 0.0091 memory: 17431 loss: 1.7229 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.7229 2023/06/06 17:14:45 - mmengine - INFO - Epoch(train) [20][2300/5138] lr: 5.9326e-05 eta: 8:12:09 time: 0.5423 data_time: 0.0083 memory: 17431 loss: 1.2542 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2542 2023/06/06 17:15:28 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 17:15:40 - mmengine - INFO - Epoch(train) [20][2400/5138] lr: 5.9326e-05 eta: 8:11:15 time: 0.5443 data_time: 0.0086 memory: 17431 loss: 1.5985 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5985 2023/06/06 17:16:35 - mmengine - INFO - Epoch(train) [20][2500/5138] lr: 5.9326e-05 eta: 8:10:21 time: 0.5477 data_time: 0.0086 memory: 17431 loss: 2.0669 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0669 2023/06/06 17:17:30 - mmengine - INFO - Epoch(train) [20][2600/5138] lr: 5.9326e-05 eta: 8:09:27 time: 0.5452 data_time: 0.0086 memory: 17431 loss: 1.2504 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2504 2023/06/06 17:18:25 - mmengine - INFO - Epoch(train) [20][2700/5138] lr: 5.9326e-05 eta: 8:08:32 time: 0.5481 data_time: 0.0089 memory: 17431 loss: 1.6519 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6519 2023/06/06 17:19:20 - mmengine - INFO - Epoch(train) [20][2800/5138] lr: 5.9326e-05 eta: 8:07:38 time: 0.5452 data_time: 0.0084 memory: 17431 loss: 1.7545 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7545 2023/06/06 17:20:17 - mmengine - INFO - Epoch(train) [20][2900/5138] lr: 5.9326e-05 eta: 8:06:45 time: 0.5470 data_time: 0.0085 memory: 17431 loss: 1.2115 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.2115 2023/06/06 17:21:11 - mmengine - INFO - Epoch(train) [20][3000/5138] lr: 5.9326e-05 eta: 8:05:50 time: 0.5449 data_time: 0.0082 memory: 17431 loss: 1.1783 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1783 2023/06/06 17:22:06 - mmengine - INFO - Epoch(train) [20][3100/5138] lr: 5.9326e-05 eta: 8:04:56 time: 0.5435 data_time: 0.0088 memory: 17431 loss: 1.6355 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6355 2023/06/06 17:23:01 - mmengine - INFO - Epoch(train) [20][3200/5138] lr: 5.9326e-05 eta: 8:04:02 time: 0.5476 data_time: 0.0085 memory: 17431 loss: 1.7351 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7351 2023/06/06 17:23:56 - mmengine - INFO - Epoch(train) [20][3300/5138] lr: 5.9326e-05 eta: 8:03:08 time: 0.5485 data_time: 0.0086 memory: 17431 loss: 1.3253 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3253 2023/06/06 17:24:39 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 17:24:51 - mmengine - INFO - Epoch(train) [20][3400/5138] lr: 5.9326e-05 eta: 8:02:13 time: 0.5475 data_time: 0.0082 memory: 17431 loss: 1.4660 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4660 2023/06/06 17:25:46 - mmengine - INFO - Epoch(train) [20][3500/5138] lr: 5.9326e-05 eta: 8:01:19 time: 0.5444 data_time: 0.0083 memory: 17431 loss: 1.4344 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4344 2023/06/06 17:26:41 - mmengine - INFO - Epoch(train) [20][3600/5138] lr: 5.9326e-05 eta: 8:00:25 time: 0.5440 data_time: 0.0085 memory: 17431 loss: 1.4470 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4470 2023/06/06 17:27:36 - mmengine - INFO - Epoch(train) [20][3700/5138] lr: 5.9326e-05 eta: 7:59:31 time: 0.5522 data_time: 0.0079 memory: 17431 loss: 1.9162 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9162 2023/06/06 17:28:31 - mmengine - INFO - Epoch(train) [20][3800/5138] lr: 5.9326e-05 eta: 7:58:36 time: 0.5496 data_time: 0.0082 memory: 17431 loss: 1.5703 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5703 2023/06/06 17:29:25 - mmengine - INFO - Epoch(train) [20][3900/5138] lr: 5.9326e-05 eta: 7:57:42 time: 0.5443 data_time: 0.0089 memory: 17431 loss: 0.9829 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9829 2023/06/06 17:30:20 - mmengine - INFO - Epoch(train) [20][4000/5138] lr: 5.9326e-05 eta: 7:56:47 time: 0.5438 data_time: 0.0085 memory: 17431 loss: 1.5038 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5038 2023/06/06 17:31:15 - mmengine - INFO - Epoch(train) [20][4100/5138] lr: 5.9326e-05 eta: 7:55:53 time: 0.5439 data_time: 0.0092 memory: 17431 loss: 1.6809 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6809 2023/06/06 17:32:09 - mmengine - INFO - Epoch(train) [20][4200/5138] lr: 5.9326e-05 eta: 7:54:59 time: 0.5472 data_time: 0.0084 memory: 17431 loss: 1.8117 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8117 2023/06/06 17:33:04 - mmengine - INFO - Epoch(train) [20][4300/5138] lr: 5.9326e-05 eta: 7:54:04 time: 0.5461 data_time: 0.0085 memory: 17431 loss: 1.1146 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1146 2023/06/06 17:33:47 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 17:33:59 - mmengine - INFO - Epoch(train) [20][4400/5138] lr: 5.9326e-05 eta: 7:53:10 time: 0.5483 data_time: 0.0083 memory: 17431 loss: 1.3094 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3094 2023/06/06 17:34:53 - mmengine - INFO - Epoch(train) [20][4500/5138] lr: 5.9326e-05 eta: 7:52:16 time: 0.5423 data_time: 0.0088 memory: 17431 loss: 1.4060 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4060 2023/06/06 17:35:48 - mmengine - INFO - Epoch(train) [20][4600/5138] lr: 5.9326e-05 eta: 7:51:21 time: 0.5471 data_time: 0.0086 memory: 17431 loss: 1.1905 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1905 2023/06/06 17:36:43 - mmengine - INFO - Epoch(train) [20][4700/5138] lr: 5.9326e-05 eta: 7:50:27 time: 0.5467 data_time: 0.0086 memory: 17431 loss: 1.5180 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5180 2023/06/06 17:37:37 - mmengine - INFO - Epoch(train) [20][4800/5138] lr: 5.9326e-05 eta: 7:49:32 time: 0.5448 data_time: 0.0086 memory: 17431 loss: 1.6404 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6404 2023/06/06 17:38:32 - mmengine - INFO - Epoch(train) [20][4900/5138] lr: 5.9326e-05 eta: 7:48:38 time: 0.5444 data_time: 0.0091 memory: 17431 loss: 1.3054 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3054 2023/06/06 17:39:27 - mmengine - INFO - Epoch(train) [20][5000/5138] lr: 5.9326e-05 eta: 7:47:44 time: 0.5512 data_time: 0.0081 memory: 17431 loss: 1.8677 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8677 2023/06/06 17:40:22 - mmengine - INFO - Epoch(train) [20][5100/5138] lr: 5.9326e-05 eta: 7:46:49 time: 0.5464 data_time: 0.0085 memory: 17431 loss: 1.2009 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2009 2023/06/06 17:40:42 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 17:40:42 - mmengine - INFO - Epoch(train) [20][5138/5138] lr: 5.9326e-05 eta: 7:46:29 time: 0.5317 data_time: 0.0086 memory: 17431 loss: 1.3697 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3697 2023/06/06 17:41:38 - mmengine - INFO - Epoch(train) [21][ 100/5138] lr: 5.0000e-05 eta: 7:45:35 time: 0.5470 data_time: 0.0086 memory: 17431 loss: 1.3589 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3589 2023/06/06 17:42:32 - mmengine - INFO - Epoch(train) [21][ 200/5138] lr: 5.0000e-05 eta: 7:44:40 time: 0.5439 data_time: 0.0087 memory: 17431 loss: 1.2067 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2067 2023/06/06 17:42:54 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 17:43:27 - mmengine - INFO - Epoch(train) [21][ 300/5138] lr: 5.0000e-05 eta: 7:43:46 time: 0.5468 data_time: 0.0087 memory: 17431 loss: 1.2079 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2079 2023/06/06 17:44:21 - mmengine - INFO - Epoch(train) [21][ 400/5138] lr: 5.0000e-05 eta: 7:42:51 time: 0.5469 data_time: 0.0082 memory: 17431 loss: 1.2440 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.2440 2023/06/06 17:45:16 - mmengine - INFO - Epoch(train) [21][ 500/5138] lr: 5.0000e-05 eta: 7:41:57 time: 0.5449 data_time: 0.0088 memory: 17431 loss: 1.4500 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4500 2023/06/06 17:46:11 - mmengine - INFO - Epoch(train) [21][ 600/5138] lr: 5.0000e-05 eta: 7:41:03 time: 0.5450 data_time: 0.0083 memory: 17431 loss: 1.1159 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1159 2023/06/06 17:47:05 - mmengine - INFO - Epoch(train) [21][ 700/5138] lr: 5.0000e-05 eta: 7:40:08 time: 0.5453 data_time: 0.0087 memory: 17431 loss: 1.5330 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5330 2023/06/06 17:48:00 - mmengine - INFO - Epoch(train) [21][ 800/5138] lr: 5.0000e-05 eta: 7:39:14 time: 0.5452 data_time: 0.0085 memory: 17431 loss: 1.2500 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2500 2023/06/06 17:48:55 - mmengine - INFO - Epoch(train) [21][ 900/5138] lr: 5.0000e-05 eta: 7:38:19 time: 0.5448 data_time: 0.0086 memory: 17431 loss: 1.6610 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6610 2023/06/06 17:49:50 - mmengine - INFO - Epoch(train) [21][1000/5138] lr: 5.0000e-05 eta: 7:37:25 time: 0.5468 data_time: 0.0087 memory: 17431 loss: 1.8663 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8663 2023/06/06 17:50:44 - mmengine - INFO - Epoch(train) [21][1100/5138] lr: 5.0000e-05 eta: 7:36:31 time: 0.5470 data_time: 0.0089 memory: 17431 loss: 1.8770 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8770 2023/06/06 17:51:39 - mmengine - INFO - Epoch(train) [21][1200/5138] lr: 5.0000e-05 eta: 7:35:36 time: 0.5476 data_time: 0.0089 memory: 17431 loss: 1.4679 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4679 2023/06/06 17:52:01 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 17:52:34 - mmengine - INFO - Epoch(train) [21][1300/5138] lr: 5.0000e-05 eta: 7:34:42 time: 0.5427 data_time: 0.0088 memory: 17431 loss: 1.2467 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2467 2023/06/06 17:53:28 - mmengine - INFO - Epoch(train) [21][1400/5138] lr: 5.0000e-05 eta: 7:33:47 time: 0.5423 data_time: 0.0086 memory: 17431 loss: 1.5169 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5169 2023/06/06 17:54:23 - mmengine - INFO - Epoch(train) [21][1500/5138] lr: 5.0000e-05 eta: 7:32:53 time: 0.5431 data_time: 0.0086 memory: 17431 loss: 1.4120 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4120 2023/06/06 17:55:17 - mmengine - INFO - Epoch(train) [21][1600/5138] lr: 5.0000e-05 eta: 7:31:58 time: 0.5454 data_time: 0.0083 memory: 17431 loss: 1.2094 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2094 2023/06/06 17:56:12 - mmengine - INFO - Epoch(train) [21][1700/5138] lr: 5.0000e-05 eta: 7:31:04 time: 0.5430 data_time: 0.0086 memory: 17431 loss: 1.5421 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5421 2023/06/06 17:57:06 - mmengine - INFO - Epoch(train) [21][1800/5138] lr: 5.0000e-05 eta: 7:30:10 time: 0.5488 data_time: 0.0085 memory: 17431 loss: 2.0242 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0242 2023/06/06 17:58:01 - mmengine - INFO - Epoch(train) [21][1900/5138] lr: 5.0000e-05 eta: 7:29:15 time: 0.5463 data_time: 0.0086 memory: 17431 loss: 1.2864 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2864 2023/06/06 17:58:56 - mmengine - INFO - Epoch(train) [21][2000/5138] lr: 5.0000e-05 eta: 7:28:21 time: 0.5491 data_time: 0.0086 memory: 17431 loss: 1.8874 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8874 2023/06/06 17:59:51 - mmengine - INFO - Epoch(train) [21][2100/5138] lr: 5.0000e-05 eta: 7:27:27 time: 0.5497 data_time: 0.0086 memory: 17431 loss: 1.2927 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2927 2023/06/06 18:00:46 - mmengine - INFO - Epoch(train) [21][2200/5138] lr: 5.0000e-05 eta: 7:26:32 time: 0.5556 data_time: 0.0080 memory: 17431 loss: 1.5231 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5231 2023/06/06 18:01:07 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 18:01:41 - mmengine - INFO - Epoch(train) [21][2300/5138] lr: 5.0000e-05 eta: 7:25:38 time: 0.5581 data_time: 0.0082 memory: 17431 loss: 1.7584 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7584 2023/06/06 18:02:35 - mmengine - INFO - Epoch(train) [21][2400/5138] lr: 5.0000e-05 eta: 7:24:44 time: 0.5441 data_time: 0.0089 memory: 17431 loss: 1.7354 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7354 2023/06/06 18:03:30 - mmengine - INFO - Epoch(train) [21][2500/5138] lr: 5.0000e-05 eta: 7:23:49 time: 0.5446 data_time: 0.0086 memory: 17431 loss: 1.5691 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5691 2023/06/06 18:04:25 - mmengine - INFO - Epoch(train) [21][2600/5138] lr: 5.0000e-05 eta: 7:22:55 time: 0.5475 data_time: 0.0086 memory: 17431 loss: 1.4569 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4569 2023/06/06 18:05:19 - mmengine - INFO - Epoch(train) [21][2700/5138] lr: 5.0000e-05 eta: 7:22:01 time: 0.5413 data_time: 0.0083 memory: 17431 loss: 1.5542 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5542 2023/06/06 18:06:14 - mmengine - INFO - Epoch(train) [21][2800/5138] lr: 5.0000e-05 eta: 7:21:06 time: 0.5454 data_time: 0.0087 memory: 17431 loss: 1.4093 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4093 2023/06/06 18:07:09 - mmengine - INFO - Epoch(train) [21][2900/5138] lr: 5.0000e-05 eta: 7:20:12 time: 0.5455 data_time: 0.0085 memory: 17431 loss: 1.4472 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.4472 2023/06/06 18:08:04 - mmengine - INFO - Epoch(train) [21][3000/5138] lr: 5.0000e-05 eta: 7:19:17 time: 0.5429 data_time: 0.0084 memory: 17431 loss: 1.3475 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3475 2023/06/06 18:08:59 - mmengine - INFO - Epoch(train) [21][3100/5138] lr: 5.0000e-05 eta: 7:18:23 time: 0.5478 data_time: 0.0084 memory: 17431 loss: 1.2445 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2445 2023/06/06 18:09:53 - mmengine - INFO - Epoch(train) [21][3200/5138] lr: 5.0000e-05 eta: 7:17:29 time: 0.5460 data_time: 0.0089 memory: 17431 loss: 1.9061 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9061 2023/06/06 18:10:15 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 18:10:48 - mmengine - INFO - Epoch(train) [21][3300/5138] lr: 5.0000e-05 eta: 7:16:34 time: 0.5459 data_time: 0.0082 memory: 17431 loss: 1.7084 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7084 2023/06/06 18:11:42 - mmengine - INFO - Epoch(train) [21][3400/5138] lr: 5.0000e-05 eta: 7:15:40 time: 0.5421 data_time: 0.0081 memory: 17431 loss: 1.5137 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5137 2023/06/06 18:12:37 - mmengine - INFO - Epoch(train) [21][3500/5138] lr: 5.0000e-05 eta: 7:14:45 time: 0.5451 data_time: 0.0088 memory: 17431 loss: 1.7012 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7012 2023/06/06 18:13:32 - mmengine - INFO - Epoch(train) [21][3600/5138] lr: 5.0000e-05 eta: 7:13:51 time: 0.5471 data_time: 0.0077 memory: 17431 loss: 1.3482 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3482 2023/06/06 18:14:26 - mmengine - INFO - Epoch(train) [21][3700/5138] lr: 5.0000e-05 eta: 7:12:57 time: 0.5433 data_time: 0.0084 memory: 17431 loss: 1.4966 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4966 2023/06/06 18:15:21 - mmengine - INFO - Epoch(train) [21][3800/5138] lr: 5.0000e-05 eta: 7:12:02 time: 0.5563 data_time: 0.0079 memory: 17431 loss: 1.1526 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.1526 2023/06/06 18:16:16 - mmengine - INFO - Epoch(train) [21][3900/5138] lr: 5.0000e-05 eta: 7:11:08 time: 0.5516 data_time: 0.0086 memory: 17431 loss: 1.7891 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7891 2023/06/06 18:17:11 - mmengine - INFO - Epoch(train) [21][4000/5138] lr: 5.0000e-05 eta: 7:10:14 time: 0.5434 data_time: 0.0080 memory: 17431 loss: 1.4212 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4212 2023/06/06 18:18:06 - mmengine - INFO - Epoch(train) [21][4100/5138] lr: 5.0000e-05 eta: 7:09:19 time: 0.5489 data_time: 0.0085 memory: 17431 loss: 1.0966 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0966 2023/06/06 18:19:00 - mmengine - INFO - Epoch(train) [21][4200/5138] lr: 5.0000e-05 eta: 7:08:25 time: 0.5425 data_time: 0.0083 memory: 17431 loss: 1.5024 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5024 2023/06/06 18:19:22 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 18:19:56 - mmengine - INFO - Epoch(train) [21][4300/5138] lr: 5.0000e-05 eta: 7:07:31 time: 0.5521 data_time: 0.0084 memory: 17431 loss: 1.7815 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7815 2023/06/06 18:20:50 - mmengine - INFO - Epoch(train) [21][4400/5138] lr: 5.0000e-05 eta: 7:06:36 time: 0.5521 data_time: 0.0078 memory: 17431 loss: 1.0434 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0434 2023/06/06 18:21:45 - mmengine - INFO - Epoch(train) [21][4500/5138] lr: 5.0000e-05 eta: 7:05:42 time: 0.5531 data_time: 0.0085 memory: 17431 loss: 1.4311 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4311 2023/06/06 18:22:40 - mmengine - INFO - Epoch(train) [21][4600/5138] lr: 5.0000e-05 eta: 7:04:48 time: 0.5432 data_time: 0.0085 memory: 17431 loss: 1.5885 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5885 2023/06/06 18:23:35 - mmengine - INFO - Epoch(train) [21][4700/5138] lr: 5.0000e-05 eta: 7:03:53 time: 0.5541 data_time: 0.0082 memory: 17431 loss: 1.1890 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1890 2023/06/06 18:24:30 - mmengine - INFO - Epoch(train) [21][4800/5138] lr: 5.0000e-05 eta: 7:02:59 time: 0.5455 data_time: 0.0084 memory: 17431 loss: 1.4339 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4339 2023/06/06 18:25:24 - mmengine - INFO - Epoch(train) [21][4900/5138] lr: 5.0000e-05 eta: 7:02:05 time: 0.5465 data_time: 0.0087 memory: 17431 loss: 1.7274 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7274 2023/06/06 18:26:19 - mmengine - INFO - Epoch(train) [21][5000/5138] lr: 5.0000e-05 eta: 7:01:10 time: 0.5499 data_time: 0.0086 memory: 17431 loss: 1.5224 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5224 2023/06/06 18:27:14 - mmengine - INFO - Epoch(train) [21][5100/5138] lr: 5.0000e-05 eta: 7:00:16 time: 0.5430 data_time: 0.0087 memory: 17431 loss: 1.6002 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6002 2023/06/06 18:27:34 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 18:27:34 - mmengine - INFO - Epoch(train) [21][5138/5138] lr: 5.0000e-05 eta: 6:59:55 time: 0.5293 data_time: 0.0086 memory: 17431 loss: 1.4103 top1_acc: 0.0000 top5_acc: 1.0000 loss_cls: 1.4103 2023/06/06 18:27:34 - mmengine - INFO - Saving checkpoint at 21 epochs 2023/06/06 18:28:01 - mmengine - INFO - Epoch(val) [21][100/520] eta: 0:01:34 time: 0.2214 data_time: 0.0053 memory: 3719 2023/06/06 18:28:24 - mmengine - INFO - Epoch(val) [21][200/520] eta: 0:01:11 time: 0.2217 data_time: 0.0056 memory: 3719 2023/06/06 18:28:46 - mmengine - INFO - Epoch(val) [21][300/520] eta: 0:00:49 time: 0.2213 data_time: 0.0051 memory: 3719 2023/06/06 18:29:08 - mmengine - INFO - Epoch(val) [21][400/520] eta: 0:00:26 time: 0.2215 data_time: 0.0052 memory: 3719 2023/06/06 18:29:30 - mmengine - INFO - Epoch(val) [21][500/520] eta: 0:00:04 time: 0.2209 data_time: 0.0048 memory: 3719 2023/06/06 18:29:41 - mmengine - INFO - Epoch(val) [21][520/520] acc/top1: 0.6817 acc/top5: 0.8762 acc/mean1: 0.6759 data_time: 0.0062 time: 0.2220 2023/06/06 18:29:41 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb/best_acc_top1_epoch_18.pth is removed 2023/06/06 18:29:43 - mmengine - INFO - The best checkpoint with 0.6817 acc/top1 at 21 epoch is saved to best_acc_top1_epoch_21.pth. 2023/06/06 18:30:38 - mmengine - INFO - Epoch(train) [22][ 100/5138] lr: 4.1221e-05 eta: 6:59:01 time: 0.5440 data_time: 0.0087 memory: 17431 loss: 1.6794 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6794 2023/06/06 18:30:39 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 18:31:33 - mmengine - INFO - Epoch(train) [22][ 200/5138] lr: 4.1221e-05 eta: 6:58:06 time: 0.5428 data_time: 0.0088 memory: 17431 loss: 1.7350 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7350 2023/06/06 18:32:28 - mmengine - INFO - Epoch(train) [22][ 300/5138] lr: 4.1221e-05 eta: 6:57:12 time: 0.5454 data_time: 0.0086 memory: 17431 loss: 1.4678 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4678 2023/06/06 18:33:22 - mmengine - INFO - Epoch(train) [22][ 400/5138] lr: 4.1221e-05 eta: 6:56:18 time: 0.5485 data_time: 0.0083 memory: 17431 loss: 1.1764 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1764 2023/06/06 18:34:17 - mmengine - INFO - Epoch(train) [22][ 500/5138] lr: 4.1221e-05 eta: 6:55:23 time: 0.5467 data_time: 0.0083 memory: 17431 loss: 1.1221 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1221 2023/06/06 18:35:12 - mmengine - INFO - Epoch(train) [22][ 600/5138] lr: 4.1221e-05 eta: 6:54:29 time: 0.5577 data_time: 0.0083 memory: 17431 loss: 1.1855 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1855 2023/06/06 18:36:07 - mmengine - INFO - Epoch(train) [22][ 700/5138] lr: 4.1221e-05 eta: 6:53:34 time: 0.5435 data_time: 0.0088 memory: 17431 loss: 1.0981 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0981 2023/06/06 18:37:02 - mmengine - INFO - Epoch(train) [22][ 800/5138] lr: 4.1221e-05 eta: 6:52:40 time: 0.5633 data_time: 0.0079 memory: 17431 loss: 1.1358 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1358 2023/06/06 18:37:57 - mmengine - INFO - Epoch(train) [22][ 900/5138] lr: 4.1221e-05 eta: 6:51:46 time: 0.5472 data_time: 0.0083 memory: 17431 loss: 1.2933 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2933 2023/06/06 18:38:52 - mmengine - INFO - Epoch(train) [22][1000/5138] lr: 4.1221e-05 eta: 6:50:52 time: 0.5430 data_time: 0.0086 memory: 17431 loss: 1.2390 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2390 2023/06/06 18:39:46 - mmengine - INFO - Epoch(train) [22][1100/5138] lr: 4.1221e-05 eta: 6:49:57 time: 0.5448 data_time: 0.0087 memory: 17431 loss: 1.2931 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2931 2023/06/06 18:39:47 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 18:40:41 - mmengine - INFO - Epoch(train) [22][1200/5138] lr: 4.1221e-05 eta: 6:49:03 time: 0.5437 data_time: 0.0084 memory: 17431 loss: 1.2786 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2786 2023/06/06 18:41:36 - mmengine - INFO - Epoch(train) [22][1300/5138] lr: 4.1221e-05 eta: 6:48:08 time: 0.5454 data_time: 0.0087 memory: 17431 loss: 1.6925 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6925 2023/06/06 18:42:31 - mmengine - INFO - Epoch(train) [22][1400/5138] lr: 4.1221e-05 eta: 6:47:14 time: 0.5469 data_time: 0.0083 memory: 17431 loss: 1.3532 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3532 2023/06/06 18:43:25 - mmengine - INFO - Epoch(train) [22][1500/5138] lr: 4.1221e-05 eta: 6:46:20 time: 0.5536 data_time: 0.0078 memory: 17431 loss: 1.6763 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6763 2023/06/06 18:44:20 - mmengine - INFO - Epoch(train) [22][1600/5138] lr: 4.1221e-05 eta: 6:45:25 time: 0.5476 data_time: 0.0085 memory: 17431 loss: 1.3243 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3243 2023/06/06 18:45:14 - mmengine - INFO - Epoch(train) [22][1700/5138] lr: 4.1221e-05 eta: 6:44:31 time: 0.5432 data_time: 0.0087 memory: 17431 loss: 1.5638 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5638 2023/06/06 18:46:09 - mmengine - INFO - Epoch(train) [22][1800/5138] lr: 4.1221e-05 eta: 6:43:36 time: 0.5453 data_time: 0.0083 memory: 17431 loss: 1.3212 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3212 2023/06/06 18:47:03 - mmengine - INFO - Epoch(train) [22][1900/5138] lr: 4.1221e-05 eta: 6:42:42 time: 0.5422 data_time: 0.0087 memory: 17431 loss: 1.3802 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3802 2023/06/06 18:47:58 - mmengine - INFO - Epoch(train) [22][2000/5138] lr: 4.1221e-05 eta: 6:41:47 time: 0.5448 data_time: 0.0087 memory: 17431 loss: 1.4846 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4846 2023/06/06 18:48:53 - mmengine - INFO - Epoch(train) [22][2100/5138] lr: 4.1221e-05 eta: 6:40:53 time: 0.5449 data_time: 0.0088 memory: 17431 loss: 1.0874 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0874 2023/06/06 18:48:54 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 18:49:47 - mmengine - INFO - Epoch(train) [22][2200/5138] lr: 4.1221e-05 eta: 6:39:58 time: 0.5444 data_time: 0.0088 memory: 17431 loss: 1.5890 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5890 2023/06/06 18:50:42 - mmengine - INFO - Epoch(train) [22][2300/5138] lr: 4.1221e-05 eta: 6:39:04 time: 0.5419 data_time: 0.0090 memory: 17431 loss: 1.1840 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1840 2023/06/06 18:51:36 - mmengine - INFO - Epoch(train) [22][2400/5138] lr: 4.1221e-05 eta: 6:38:09 time: 0.5441 data_time: 0.0086 memory: 17431 loss: 1.4603 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4603 2023/06/06 18:52:31 - mmengine - INFO - Epoch(train) [22][2500/5138] lr: 4.1221e-05 eta: 6:37:15 time: 0.5451 data_time: 0.0086 memory: 17431 loss: 1.3661 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3661 2023/06/06 18:53:25 - mmengine - INFO - Epoch(train) [22][2600/5138] lr: 4.1221e-05 eta: 6:36:20 time: 0.5441 data_time: 0.0084 memory: 17431 loss: 1.1111 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1111 2023/06/06 18:54:20 - mmengine - INFO - Epoch(train) [22][2700/5138] lr: 4.1221e-05 eta: 6:35:26 time: 0.5478 data_time: 0.0083 memory: 17431 loss: 1.3243 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3243 2023/06/06 18:55:14 - mmengine - INFO - Epoch(train) [22][2800/5138] lr: 4.1221e-05 eta: 6:34:31 time: 0.5454 data_time: 0.0088 memory: 17431 loss: 1.6940 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6940 2023/06/06 18:56:09 - mmengine - INFO - Epoch(train) [22][2900/5138] lr: 4.1221e-05 eta: 6:33:37 time: 0.5427 data_time: 0.0086 memory: 17431 loss: 1.1264 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1264 2023/06/06 18:57:04 - mmengine - INFO - Epoch(train) [22][3000/5138] lr: 4.1221e-05 eta: 6:32:42 time: 0.5449 data_time: 0.0083 memory: 17431 loss: 1.2322 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2322 2023/06/06 18:57:58 - mmengine - INFO - Epoch(train) [22][3100/5138] lr: 4.1221e-05 eta: 6:31:48 time: 0.5468 data_time: 0.0078 memory: 17431 loss: 1.2981 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2981 2023/06/06 18:58:00 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 18:58:53 - mmengine - INFO - Epoch(train) [22][3200/5138] lr: 4.1221e-05 eta: 6:30:54 time: 0.5449 data_time: 0.0082 memory: 17431 loss: 1.4837 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4837 2023/06/06 18:59:48 - mmengine - INFO - Epoch(train) [22][3300/5138] lr: 4.1221e-05 eta: 6:29:59 time: 0.5454 data_time: 0.0085 memory: 17431 loss: 1.2278 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2278 2023/06/06 19:00:43 - mmengine - INFO - Epoch(train) [22][3400/5138] lr: 4.1221e-05 eta: 6:29:05 time: 0.5479 data_time: 0.0087 memory: 17431 loss: 1.4827 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4827 2023/06/06 19:01:37 - mmengine - INFO - Epoch(train) [22][3500/5138] lr: 4.1221e-05 eta: 6:28:10 time: 0.5420 data_time: 0.0086 memory: 17431 loss: 1.2606 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2606 2023/06/06 19:02:32 - mmengine - INFO - Epoch(train) [22][3600/5138] lr: 4.1221e-05 eta: 6:27:16 time: 0.5451 data_time: 0.0081 memory: 17431 loss: 1.3929 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3929 2023/06/06 19:03:26 - mmengine - INFO - Epoch(train) [22][3700/5138] lr: 4.1221e-05 eta: 6:26:21 time: 0.5435 data_time: 0.0088 memory: 17431 loss: 1.7229 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7229 2023/06/06 19:04:21 - mmengine - INFO - Epoch(train) [22][3800/5138] lr: 4.1221e-05 eta: 6:25:27 time: 0.5435 data_time: 0.0086 memory: 17431 loss: 1.0417 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0417 2023/06/06 19:05:16 - mmengine - INFO - Epoch(train) [22][3900/5138] lr: 4.1221e-05 eta: 6:24:32 time: 0.5534 data_time: 0.0082 memory: 17431 loss: 1.6215 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6215 2023/06/06 19:06:10 - mmengine - INFO - Epoch(train) [22][4000/5138] lr: 4.1221e-05 eta: 6:23:38 time: 0.5487 data_time: 0.0086 memory: 17431 loss: 1.2647 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2647 2023/06/06 19:07:04 - mmengine - INFO - Epoch(train) [22][4100/5138] lr: 4.1221e-05 eta: 6:22:43 time: 0.5435 data_time: 0.0087 memory: 17431 loss: 1.5670 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5670 2023/06/06 19:07:06 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 19:07:59 - mmengine - INFO - Epoch(train) [22][4200/5138] lr: 4.1221e-05 eta: 6:21:49 time: 0.5441 data_time: 0.0083 memory: 17431 loss: 1.2665 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2665 2023/06/06 19:08:54 - mmengine - INFO - Epoch(train) [22][4300/5138] lr: 4.1221e-05 eta: 6:20:55 time: 0.5435 data_time: 0.0086 memory: 17431 loss: 1.5817 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5817 2023/06/06 19:09:48 - mmengine - INFO - Epoch(train) [22][4400/5138] lr: 4.1221e-05 eta: 6:20:00 time: 0.5448 data_time: 0.0083 memory: 17431 loss: 1.2327 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2327 2023/06/06 19:10:43 - mmengine - INFO - Epoch(train) [22][4500/5138] lr: 4.1221e-05 eta: 6:19:06 time: 0.5436 data_time: 0.0081 memory: 17431 loss: 1.8592 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8592 2023/06/06 19:11:37 - mmengine - INFO - Epoch(train) [22][4600/5138] lr: 4.1221e-05 eta: 6:18:11 time: 0.5448 data_time: 0.0086 memory: 17431 loss: 1.5702 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5702 2023/06/06 19:12:32 - mmengine - INFO - Epoch(train) [22][4700/5138] lr: 4.1221e-05 eta: 6:17:17 time: 0.5441 data_time: 0.0092 memory: 17431 loss: 1.4444 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4444 2023/06/06 19:13:26 - mmengine - INFO - Epoch(train) [22][4800/5138] lr: 4.1221e-05 eta: 6:16:22 time: 0.5444 data_time: 0.0083 memory: 17431 loss: 0.9648 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9648 2023/06/06 19:14:21 - mmengine - INFO - Epoch(train) [22][4900/5138] lr: 4.1221e-05 eta: 6:15:28 time: 0.5430 data_time: 0.0085 memory: 17431 loss: 0.9825 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9825 2023/06/06 19:15:15 - mmengine - INFO - Epoch(train) [22][5000/5138] lr: 4.1221e-05 eta: 6:14:33 time: 0.5465 data_time: 0.0082 memory: 17431 loss: 1.2761 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2761 2023/06/06 19:16:11 - mmengine - INFO - Epoch(train) [22][5100/5138] lr: 4.1221e-05 eta: 6:13:39 time: 0.5454 data_time: 0.0088 memory: 17431 loss: 1.4715 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4715 2023/06/06 19:16:12 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 19:16:31 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 19:16:31 - mmengine - INFO - Epoch(train) [22][5138/5138] lr: 4.1221e-05 eta: 6:13:18 time: 0.5277 data_time: 0.0083 memory: 17431 loss: 1.0621 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0621 2023/06/06 19:17:27 - mmengine - INFO - Epoch(train) [23][ 100/5138] lr: 3.3087e-05 eta: 6:12:24 time: 0.5458 data_time: 0.0089 memory: 17431 loss: 1.4394 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4394 2023/06/06 19:18:21 - mmengine - INFO - Epoch(train) [23][ 200/5138] lr: 3.3087e-05 eta: 6:11:29 time: 0.5427 data_time: 0.0082 memory: 17431 loss: 1.2318 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2318 2023/06/06 19:19:16 - mmengine - INFO - Epoch(train) [23][ 300/5138] lr: 3.3087e-05 eta: 6:10:35 time: 0.5446 data_time: 0.0084 memory: 17431 loss: 1.5168 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5168 2023/06/06 19:20:10 - mmengine - INFO - Epoch(train) [23][ 400/5138] lr: 3.3087e-05 eta: 6:09:40 time: 0.5441 data_time: 0.0082 memory: 17431 loss: 1.5557 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5557 2023/06/06 19:21:05 - mmengine - INFO - Epoch(train) [23][ 500/5138] lr: 3.3087e-05 eta: 6:08:46 time: 0.5434 data_time: 0.0082 memory: 17431 loss: 1.5885 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5885 2023/06/06 19:21:59 - mmengine - INFO - Epoch(train) [23][ 600/5138] lr: 3.3087e-05 eta: 6:07:52 time: 0.5426 data_time: 0.0079 memory: 17431 loss: 1.2810 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2810 2023/06/06 19:22:54 - mmengine - INFO - Epoch(train) [23][ 700/5138] lr: 3.3087e-05 eta: 6:06:57 time: 0.5454 data_time: 0.0080 memory: 17431 loss: 1.2211 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2211 2023/06/06 19:23:48 - mmengine - INFO - Epoch(train) [23][ 800/5138] lr: 3.3087e-05 eta: 6:06:03 time: 0.5448 data_time: 0.0082 memory: 17431 loss: 1.5123 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5123 2023/06/06 19:24:43 - mmengine - INFO - Epoch(train) [23][ 900/5138] lr: 3.3087e-05 eta: 6:05:08 time: 0.5460 data_time: 0.0080 memory: 17431 loss: 1.4078 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4078 2023/06/06 19:25:18 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 19:25:38 - mmengine - INFO - Epoch(train) [23][1000/5138] lr: 3.3087e-05 eta: 6:04:14 time: 0.5485 data_time: 0.0080 memory: 17431 loss: 1.5650 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5650 2023/06/06 19:26:32 - mmengine - INFO - Epoch(train) [23][1100/5138] lr: 3.3087e-05 eta: 6:03:19 time: 0.5412 data_time: 0.0082 memory: 17431 loss: 1.3213 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3213 2023/06/06 19:27:27 - mmengine - INFO - Epoch(train) [23][1200/5138] lr: 3.3087e-05 eta: 6:02:25 time: 0.5514 data_time: 0.0083 memory: 17431 loss: 1.1798 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1798 2023/06/06 19:28:22 - mmengine - INFO - Epoch(train) [23][1300/5138] lr: 3.3087e-05 eta: 6:01:30 time: 0.5427 data_time: 0.0084 memory: 17431 loss: 1.4996 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4996 2023/06/06 19:29:16 - mmengine - INFO - Epoch(train) [23][1400/5138] lr: 3.3087e-05 eta: 6:00:36 time: 0.5437 data_time: 0.0080 memory: 17431 loss: 1.3939 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3939 2023/06/06 19:30:11 - mmengine - INFO - Epoch(train) [23][1500/5138] lr: 3.3087e-05 eta: 5:59:41 time: 0.5476 data_time: 0.0087 memory: 17431 loss: 1.0481 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0481 2023/06/06 19:31:06 - mmengine - INFO - Epoch(train) [23][1600/5138] lr: 3.3087e-05 eta: 5:58:47 time: 0.5431 data_time: 0.0082 memory: 17431 loss: 1.4022 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4022 2023/06/06 19:32:01 - mmengine - INFO - Epoch(train) [23][1700/5138] lr: 3.3087e-05 eta: 5:57:53 time: 0.5453 data_time: 0.0085 memory: 17431 loss: 1.3029 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3029 2023/06/06 19:32:56 - mmengine - INFO - Epoch(train) [23][1800/5138] lr: 3.3087e-05 eta: 5:56:58 time: 0.5450 data_time: 0.0079 memory: 17431 loss: 1.3861 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3861 2023/06/06 19:33:50 - mmengine - INFO - Epoch(train) [23][1900/5138] lr: 3.3087e-05 eta: 5:56:04 time: 0.5443 data_time: 0.0082 memory: 17431 loss: 1.5003 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5003 2023/06/06 19:34:25 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 19:34:45 - mmengine - INFO - Epoch(train) [23][2000/5138] lr: 3.3087e-05 eta: 5:55:09 time: 0.5474 data_time: 0.0083 memory: 17431 loss: 1.4676 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4676 2023/06/06 19:35:40 - mmengine - INFO - Epoch(train) [23][2100/5138] lr: 3.3087e-05 eta: 5:54:15 time: 0.5471 data_time: 0.0082 memory: 17431 loss: 1.1137 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1137 2023/06/06 19:36:34 - mmengine - INFO - Epoch(train) [23][2200/5138] lr: 3.3087e-05 eta: 5:53:21 time: 0.5471 data_time: 0.0084 memory: 17431 loss: 1.1839 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.1839 2023/06/06 19:37:29 - mmengine - INFO - Epoch(train) [23][2300/5138] lr: 3.3087e-05 eta: 5:52:26 time: 0.5433 data_time: 0.0083 memory: 17431 loss: 1.2093 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2093 2023/06/06 19:38:24 - mmengine - INFO - Epoch(train) [23][2400/5138] lr: 3.3087e-05 eta: 5:51:32 time: 0.5471 data_time: 0.0082 memory: 17431 loss: 1.3543 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 1.3543 2023/06/06 19:39:18 - mmengine - INFO - Epoch(train) [23][2500/5138] lr: 3.3087e-05 eta: 5:50:37 time: 0.5465 data_time: 0.0083 memory: 17431 loss: 1.2567 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2567 2023/06/06 19:40:13 - mmengine - INFO - Epoch(train) [23][2600/5138] lr: 3.3087e-05 eta: 5:49:43 time: 0.5434 data_time: 0.0085 memory: 17431 loss: 1.0169 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0169 2023/06/06 19:41:08 - mmengine - INFO - Epoch(train) [23][2700/5138] lr: 3.3087e-05 eta: 5:48:48 time: 0.5420 data_time: 0.0081 memory: 17431 loss: 1.2602 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2602 2023/06/06 19:42:03 - mmengine - INFO - Epoch(train) [23][2800/5138] lr: 3.3087e-05 eta: 5:47:54 time: 0.5445 data_time: 0.0083 memory: 17431 loss: 1.6757 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6757 2023/06/06 19:42:57 - mmengine - INFO - Epoch(train) [23][2900/5138] lr: 3.3087e-05 eta: 5:46:59 time: 0.5455 data_time: 0.0087 memory: 17431 loss: 1.4293 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4293 2023/06/06 19:43:32 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 19:43:52 - mmengine - INFO - Epoch(train) [23][3000/5138] lr: 3.3087e-05 eta: 5:46:05 time: 0.5479 data_time: 0.0083 memory: 17431 loss: 1.2449 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2449 2023/06/06 19:44:46 - mmengine - INFO - Epoch(train) [23][3100/5138] lr: 3.3087e-05 eta: 5:45:10 time: 0.5464 data_time: 0.0083 memory: 17431 loss: 1.6697 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6697 2023/06/06 19:45:41 - mmengine - INFO - Epoch(train) [23][3200/5138] lr: 3.3087e-05 eta: 5:44:16 time: 0.5440 data_time: 0.0081 memory: 17431 loss: 1.4548 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4548 2023/06/06 19:46:35 - mmengine - INFO - Epoch(train) [23][3300/5138] lr: 3.3087e-05 eta: 5:43:22 time: 0.5453 data_time: 0.0087 memory: 17431 loss: 1.5568 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5568 2023/06/06 19:47:30 - mmengine - INFO - Epoch(train) [23][3400/5138] lr: 3.3087e-05 eta: 5:42:27 time: 0.5471 data_time: 0.0084 memory: 17431 loss: 0.9647 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9647 2023/06/06 19:48:24 - mmengine - INFO - Epoch(train) [23][3500/5138] lr: 3.3087e-05 eta: 5:41:33 time: 0.5433 data_time: 0.0086 memory: 17431 loss: 1.5065 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5065 2023/06/06 19:49:19 - mmengine - INFO - Epoch(train) [23][3600/5138] lr: 3.3087e-05 eta: 5:40:38 time: 0.5475 data_time: 0.0084 memory: 17431 loss: 1.1264 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1264 2023/06/06 19:50:14 - mmengine - INFO - Epoch(train) [23][3700/5138] lr: 3.3087e-05 eta: 5:39:44 time: 0.5461 data_time: 0.0082 memory: 17431 loss: 1.0919 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0919 2023/06/06 19:51:09 - mmengine - INFO - Epoch(train) [23][3800/5138] lr: 3.3087e-05 eta: 5:38:49 time: 0.5461 data_time: 0.0083 memory: 17431 loss: 1.0409 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0409 2023/06/06 19:52:03 - mmengine - INFO - Epoch(train) [23][3900/5138] lr: 3.3087e-05 eta: 5:37:55 time: 0.5486 data_time: 0.0083 memory: 17431 loss: 1.0374 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0374 2023/06/06 19:52:38 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 19:52:58 - mmengine - INFO - Epoch(train) [23][4000/5138] lr: 3.3087e-05 eta: 5:37:00 time: 0.5436 data_time: 0.0083 memory: 17431 loss: 1.0722 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0722 2023/06/06 19:53:52 - mmengine - INFO - Epoch(train) [23][4100/5138] lr: 3.3087e-05 eta: 5:36:06 time: 0.5449 data_time: 0.0083 memory: 17431 loss: 1.3751 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3751 2023/06/06 19:54:47 - mmengine - INFO - Epoch(train) [23][4200/5138] lr: 3.3087e-05 eta: 5:35:11 time: 0.5449 data_time: 0.0083 memory: 17431 loss: 1.9309 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9309 2023/06/06 19:55:41 - mmengine - INFO - Epoch(train) [23][4300/5138] lr: 3.3087e-05 eta: 5:34:17 time: 0.5466 data_time: 0.0082 memory: 17431 loss: 1.4182 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.4182 2023/06/06 19:56:36 - mmengine - INFO - Epoch(train) [23][4400/5138] lr: 3.3087e-05 eta: 5:33:22 time: 0.5462 data_time: 0.0080 memory: 17431 loss: 1.4714 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4714 2023/06/06 19:57:30 - mmengine - INFO - Epoch(train) [23][4500/5138] lr: 3.3087e-05 eta: 5:32:28 time: 0.5454 data_time: 0.0082 memory: 17431 loss: 1.1579 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1579 2023/06/06 19:58:25 - mmengine - INFO - Epoch(train) [23][4600/5138] lr: 3.3087e-05 eta: 5:31:33 time: 0.5451 data_time: 0.0082 memory: 17431 loss: 1.6399 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6399 2023/06/06 19:59:20 - mmengine - INFO - Epoch(train) [23][4700/5138] lr: 3.3087e-05 eta: 5:30:39 time: 0.5443 data_time: 0.0083 memory: 17431 loss: 1.4448 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4448 2023/06/06 20:00:14 - mmengine - INFO - Epoch(train) [23][4800/5138] lr: 3.3087e-05 eta: 5:29:44 time: 0.5455 data_time: 0.0082 memory: 17431 loss: 1.3626 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3626 2023/06/06 20:01:08 - mmengine - INFO - Epoch(train) [23][4900/5138] lr: 3.3087e-05 eta: 5:28:50 time: 0.5440 data_time: 0.0078 memory: 17431 loss: 1.8142 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8142 2023/06/06 20:01:43 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 20:02:03 - mmengine - INFO - Epoch(train) [23][5000/5138] lr: 3.3087e-05 eta: 5:27:55 time: 0.5583 data_time: 0.0083 memory: 17431 loss: 1.5759 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5759 2023/06/06 20:02:58 - mmengine - INFO - Epoch(train) [23][5100/5138] lr: 3.3087e-05 eta: 5:27:01 time: 0.5479 data_time: 0.0084 memory: 17431 loss: 1.1297 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1297 2023/06/06 20:03:18 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 20:03:18 - mmengine - INFO - Epoch(train) [23][5138/5138] lr: 3.3087e-05 eta: 5:26:40 time: 0.5331 data_time: 0.0083 memory: 17431 loss: 1.2692 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2692 2023/06/06 20:04:14 - mmengine - INFO - Epoch(train) [24][ 100/5138] lr: 2.5686e-05 eta: 5:25:46 time: 0.5455 data_time: 0.0086 memory: 17431 loss: 1.2138 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2138 2023/06/06 20:05:09 - mmengine - INFO - Epoch(train) [24][ 200/5138] lr: 2.5686e-05 eta: 5:24:52 time: 0.5530 data_time: 0.0077 memory: 17431 loss: 1.5758 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5758 2023/06/06 20:06:04 - mmengine - INFO - Epoch(train) [24][ 300/5138] lr: 2.5686e-05 eta: 5:23:57 time: 0.5541 data_time: 0.0076 memory: 17431 loss: 1.2394 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2394 2023/06/06 20:06:59 - mmengine - INFO - Epoch(train) [24][ 400/5138] lr: 2.5686e-05 eta: 5:23:03 time: 0.5483 data_time: 0.0079 memory: 17431 loss: 1.8024 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8024 2023/06/06 20:07:53 - mmengine - INFO - Epoch(train) [24][ 500/5138] lr: 2.5686e-05 eta: 5:22:08 time: 0.5450 data_time: 0.0085 memory: 17431 loss: 1.8087 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8087 2023/06/06 20:08:48 - mmengine - INFO - Epoch(train) [24][ 600/5138] lr: 2.5686e-05 eta: 5:21:14 time: 0.5483 data_time: 0.0087 memory: 17431 loss: 1.2841 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2841 2023/06/06 20:09:43 - mmengine - INFO - Epoch(train) [24][ 700/5138] lr: 2.5686e-05 eta: 5:20:19 time: 0.5432 data_time: 0.0086 memory: 17431 loss: 1.2485 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2485 2023/06/06 20:10:37 - mmengine - INFO - Epoch(train) [24][ 800/5138] lr: 2.5686e-05 eta: 5:19:25 time: 0.5463 data_time: 0.0087 memory: 17431 loss: 1.1891 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1891 2023/06/06 20:10:52 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 20:11:32 - mmengine - INFO - Epoch(train) [24][ 900/5138] lr: 2.5686e-05 eta: 5:18:30 time: 0.5451 data_time: 0.0090 memory: 17431 loss: 1.7771 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7771 2023/06/06 20:12:27 - mmengine - INFO - Epoch(train) [24][1000/5138] lr: 2.5686e-05 eta: 5:17:36 time: 0.5489 data_time: 0.0085 memory: 17431 loss: 1.8205 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8205 2023/06/06 20:13:21 - mmengine - INFO - Epoch(train) [24][1100/5138] lr: 2.5686e-05 eta: 5:16:42 time: 0.5487 data_time: 0.0084 memory: 17431 loss: 1.3890 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3890 2023/06/06 20:14:16 - mmengine - INFO - Epoch(train) [24][1200/5138] lr: 2.5686e-05 eta: 5:15:47 time: 0.5460 data_time: 0.0091 memory: 17431 loss: 1.5578 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5578 2023/06/06 20:15:11 - mmengine - INFO - Epoch(train) [24][1300/5138] lr: 2.5686e-05 eta: 5:14:53 time: 0.5450 data_time: 0.0087 memory: 17431 loss: 0.7777 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.7777 2023/06/06 20:16:06 - mmengine - INFO - Epoch(train) [24][1400/5138] lr: 2.5686e-05 eta: 5:13:58 time: 0.5487 data_time: 0.0083 memory: 17431 loss: 1.0594 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.0594 2023/06/06 20:17:00 - mmengine - INFO - Epoch(train) [24][1500/5138] lr: 2.5686e-05 eta: 5:13:04 time: 0.5458 data_time: 0.0087 memory: 17431 loss: 1.0844 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0844 2023/06/06 20:17:55 - mmengine - INFO - Epoch(train) [24][1600/5138] lr: 2.5686e-05 eta: 5:12:09 time: 0.5454 data_time: 0.0084 memory: 17431 loss: 1.6815 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6815 2023/06/06 20:18:49 - mmengine - INFO - Epoch(train) [24][1700/5138] lr: 2.5686e-05 eta: 5:11:15 time: 0.5444 data_time: 0.0095 memory: 17431 loss: 1.5743 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5743 2023/06/06 20:19:44 - mmengine - INFO - Epoch(train) [24][1800/5138] lr: 2.5686e-05 eta: 5:10:20 time: 0.5452 data_time: 0.0085 memory: 17431 loss: 1.1593 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1593 2023/06/06 20:19:58 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 20:20:39 - mmengine - INFO - Epoch(train) [24][1900/5138] lr: 2.5686e-05 eta: 5:09:26 time: 0.5491 data_time: 0.0089 memory: 17431 loss: 1.1680 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.1680 2023/06/06 20:21:33 - mmengine - INFO - Epoch(train) [24][2000/5138] lr: 2.5686e-05 eta: 5:08:31 time: 0.5454 data_time: 0.0094 memory: 17431 loss: 1.4672 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4672 2023/06/06 20:22:28 - mmengine - INFO - Epoch(train) [24][2100/5138] lr: 2.5686e-05 eta: 5:07:37 time: 0.5463 data_time: 0.0082 memory: 17431 loss: 1.0436 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0436 2023/06/06 20:23:23 - mmengine - INFO - Epoch(train) [24][2200/5138] lr: 2.5686e-05 eta: 5:06:42 time: 0.5512 data_time: 0.0088 memory: 17431 loss: 1.6529 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6529 2023/06/06 20:24:17 - mmengine - INFO - Epoch(train) [24][2300/5138] lr: 2.5686e-05 eta: 5:05:48 time: 0.5563 data_time: 0.0085 memory: 17431 loss: 1.0916 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0916 2023/06/06 20:25:12 - mmengine - INFO - Epoch(train) [24][2400/5138] lr: 2.5686e-05 eta: 5:04:54 time: 0.5463 data_time: 0.0092 memory: 17431 loss: 1.4859 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4859 2023/06/06 20:26:07 - mmengine - INFO - Epoch(train) [24][2500/5138] lr: 2.5686e-05 eta: 5:03:59 time: 0.5465 data_time: 0.0087 memory: 17431 loss: 1.2151 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2151 2023/06/06 20:27:02 - mmengine - INFO - Epoch(train) [24][2600/5138] lr: 2.5686e-05 eta: 5:03:05 time: 0.5443 data_time: 0.0092 memory: 17431 loss: 1.4927 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4927 2023/06/06 20:27:56 - mmengine - INFO - Epoch(train) [24][2700/5138] lr: 2.5686e-05 eta: 5:02:10 time: 0.5420 data_time: 0.0086 memory: 17431 loss: 1.2652 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2652 2023/06/06 20:28:51 - mmengine - INFO - Epoch(train) [24][2800/5138] lr: 2.5686e-05 eta: 5:01:16 time: 0.5481 data_time: 0.0089 memory: 17431 loss: 1.0238 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0238 2023/06/06 20:29:06 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 20:29:46 - mmengine - INFO - Epoch(train) [24][2900/5138] lr: 2.5686e-05 eta: 5:00:22 time: 0.5470 data_time: 0.0093 memory: 17431 loss: 1.4132 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4132 2023/06/06 20:30:41 - mmengine - INFO - Epoch(train) [24][3000/5138] lr: 2.5686e-05 eta: 4:59:27 time: 0.5632 data_time: 0.0082 memory: 17431 loss: 1.3250 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3250 2023/06/06 20:31:36 - mmengine - INFO - Epoch(train) [24][3100/5138] lr: 2.5686e-05 eta: 4:58:33 time: 0.5488 data_time: 0.0091 memory: 17431 loss: 1.1872 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.1872 2023/06/06 20:32:31 - mmengine - INFO - Epoch(train) [24][3200/5138] lr: 2.5686e-05 eta: 4:57:38 time: 0.5445 data_time: 0.0087 memory: 17431 loss: 1.3200 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3200 2023/06/06 20:33:26 - mmengine - INFO - Epoch(train) [24][3300/5138] lr: 2.5686e-05 eta: 4:56:44 time: 0.5455 data_time: 0.0082 memory: 17431 loss: 0.8978 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8978 2023/06/06 20:34:21 - mmengine - INFO - Epoch(train) [24][3400/5138] lr: 2.5686e-05 eta: 4:55:49 time: 0.5455 data_time: 0.0088 memory: 17431 loss: 1.2857 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2857 2023/06/06 20:35:15 - mmengine - INFO - Epoch(train) [24][3500/5138] lr: 2.5686e-05 eta: 4:54:55 time: 0.5431 data_time: 0.0086 memory: 17431 loss: 1.1149 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1149 2023/06/06 20:36:10 - mmengine - INFO - Epoch(train) [24][3600/5138] lr: 2.5686e-05 eta: 4:54:01 time: 0.5531 data_time: 0.0088 memory: 17431 loss: 0.9762 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 0.9762 2023/06/06 20:37:05 - mmengine - INFO - Epoch(train) [24][3700/5138] lr: 2.5686e-05 eta: 4:53:06 time: 0.5490 data_time: 0.0091 memory: 17431 loss: 1.6938 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6938 2023/06/06 20:37:59 - mmengine - INFO - Epoch(train) [24][3800/5138] lr: 2.5686e-05 eta: 4:52:12 time: 0.5450 data_time: 0.0092 memory: 17431 loss: 1.4047 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4047 2023/06/06 20:38:14 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 20:38:54 - mmengine - INFO - Epoch(train) [24][3900/5138] lr: 2.5686e-05 eta: 4:51:17 time: 0.5445 data_time: 0.0088 memory: 17431 loss: 1.1621 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1621 2023/06/06 20:39:49 - mmengine - INFO - Epoch(train) [24][4000/5138] lr: 2.5686e-05 eta: 4:50:23 time: 0.5461 data_time: 0.0087 memory: 17431 loss: 1.6309 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6309 2023/06/06 20:40:43 - mmengine - INFO - Epoch(train) [24][4100/5138] lr: 2.5686e-05 eta: 4:49:28 time: 0.5452 data_time: 0.0091 memory: 17431 loss: 1.0957 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0957 2023/06/06 20:41:38 - mmengine - INFO - Epoch(train) [24][4200/5138] lr: 2.5686e-05 eta: 4:48:34 time: 0.5454 data_time: 0.0094 memory: 17431 loss: 1.5237 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5237 2023/06/06 20:42:32 - mmengine - INFO - Epoch(train) [24][4300/5138] lr: 2.5686e-05 eta: 4:47:39 time: 0.5448 data_time: 0.0089 memory: 17431 loss: 1.0998 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0998 2023/06/06 20:43:27 - mmengine - INFO - Epoch(train) [24][4400/5138] lr: 2.5686e-05 eta: 4:46:45 time: 0.5481 data_time: 0.0092 memory: 17431 loss: 1.0755 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0755 2023/06/06 20:44:22 - mmengine - INFO - Epoch(train) [24][4500/5138] lr: 2.5686e-05 eta: 4:45:50 time: 0.5495 data_time: 0.0092 memory: 17431 loss: 1.2045 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2045 2023/06/06 20:45:17 - mmengine - INFO - Epoch(train) [24][4600/5138] lr: 2.5686e-05 eta: 4:44:56 time: 0.5453 data_time: 0.0090 memory: 17431 loss: 1.0878 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0878 2023/06/06 20:46:12 - mmengine - INFO - Epoch(train) [24][4700/5138] lr: 2.5686e-05 eta: 4:44:01 time: 0.5478 data_time: 0.0090 memory: 17431 loss: 1.1322 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1322 2023/06/06 20:47:07 - mmengine - INFO - Epoch(train) [24][4800/5138] lr: 2.5686e-05 eta: 4:43:07 time: 0.5435 data_time: 0.0091 memory: 17431 loss: 1.1739 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1739 2023/06/06 20:47:21 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 20:48:02 - mmengine - INFO - Epoch(train) [24][4900/5138] lr: 2.5686e-05 eta: 4:42:13 time: 0.5468 data_time: 0.0085 memory: 17431 loss: 1.2512 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2512 2023/06/06 20:48:57 - mmengine - INFO - Epoch(train) [24][5000/5138] lr: 2.5686e-05 eta: 4:41:18 time: 0.5435 data_time: 0.0090 memory: 17431 loss: 0.9906 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9906 2023/06/06 20:49:51 - mmengine - INFO - Epoch(train) [24][5100/5138] lr: 2.5686e-05 eta: 4:40:24 time: 0.5451 data_time: 0.0093 memory: 17431 loss: 1.2916 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2916 2023/06/06 20:50:12 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 20:50:12 - mmengine - INFO - Epoch(train) [24][5138/5138] lr: 2.5686e-05 eta: 4:40:03 time: 0.5289 data_time: 0.0091 memory: 17431 loss: 1.2813 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2813 2023/06/06 20:50:12 - mmengine - INFO - Saving checkpoint at 24 epochs 2023/06/06 20:50:39 - mmengine - INFO - Epoch(val) [24][100/520] eta: 0:01:34 time: 0.2210 data_time: 0.0052 memory: 3719 2023/06/06 20:51:01 - mmengine - INFO - Epoch(val) [24][200/520] eta: 0:01:11 time: 0.2209 data_time: 0.0049 memory: 3719 2023/06/06 20:51:23 - mmengine - INFO - Epoch(val) [24][300/520] eta: 0:00:48 time: 0.2211 data_time: 0.0049 memory: 3719 2023/06/06 20:51:45 - mmengine - INFO - Epoch(val) [24][400/520] eta: 0:00:26 time: 0.2212 data_time: 0.0051 memory: 3719 2023/06/06 20:52:07 - mmengine - INFO - Epoch(val) [24][500/520] eta: 0:00:04 time: 0.2222 data_time: 0.0059 memory: 3719 2023/06/06 20:52:18 - mmengine - INFO - Epoch(val) [24][520/520] acc/top1: 0.6950 acc/top5: 0.8823 acc/mean1: 0.6890 data_time: 0.0060 time: 0.2216 2023/06/06 20:52:18 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb/best_acc_top1_epoch_21.pth is removed 2023/06/06 20:52:22 - mmengine - INFO - The best checkpoint with 0.6950 acc/top1 at 24 epoch is saved to best_acc_top1_epoch_24.pth. 2023/06/06 20:53:17 - mmengine - INFO - Epoch(train) [25][ 100/5138] lr: 1.9098e-05 eta: 4:39:09 time: 0.5608 data_time: 0.0096 memory: 17431 loss: 1.4863 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4863 2023/06/06 20:54:12 - mmengine - INFO - Epoch(train) [25][ 200/5138] lr: 1.9098e-05 eta: 4:38:14 time: 0.5559 data_time: 0.0080 memory: 17431 loss: 1.8874 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8874 2023/06/06 20:55:07 - mmengine - INFO - Epoch(train) [25][ 300/5138] lr: 1.9098e-05 eta: 4:37:20 time: 0.5486 data_time: 0.0091 memory: 17431 loss: 1.3747 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3747 2023/06/06 20:56:02 - mmengine - INFO - Epoch(train) [25][ 400/5138] lr: 1.9098e-05 eta: 4:36:25 time: 0.5484 data_time: 0.0088 memory: 17431 loss: 1.1243 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1243 2023/06/06 20:56:56 - mmengine - INFO - Epoch(train) [25][ 500/5138] lr: 1.9098e-05 eta: 4:35:31 time: 0.5450 data_time: 0.0085 memory: 17431 loss: 1.3357 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3357 2023/06/06 20:57:51 - mmengine - INFO - Epoch(train) [25][ 600/5138] lr: 1.9098e-05 eta: 4:34:36 time: 0.5470 data_time: 0.0089 memory: 17431 loss: 1.4828 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4828 2023/06/06 20:58:40 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 20:58:46 - mmengine - INFO - Epoch(train) [25][ 700/5138] lr: 1.9098e-05 eta: 4:33:42 time: 0.5481 data_time: 0.0095 memory: 17431 loss: 1.3908 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3908 2023/06/06 20:59:41 - mmengine - INFO - Epoch(train) [25][ 800/5138] lr: 1.9098e-05 eta: 4:32:48 time: 0.5476 data_time: 0.0095 memory: 17431 loss: 1.2233 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2233 2023/06/06 21:00:36 - mmengine - INFO - Epoch(train) [25][ 900/5138] lr: 1.9098e-05 eta: 4:31:53 time: 0.5461 data_time: 0.0087 memory: 17431 loss: 1.1508 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1508 2023/06/06 21:01:30 - mmengine - INFO - Epoch(train) [25][1000/5138] lr: 1.9098e-05 eta: 4:30:59 time: 0.5402 data_time: 0.0091 memory: 17431 loss: 1.2037 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2037 2023/06/06 21:02:25 - mmengine - INFO - Epoch(train) [25][1100/5138] lr: 1.9098e-05 eta: 4:30:04 time: 0.5461 data_time: 0.0086 memory: 17431 loss: 1.8452 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8452 2023/06/06 21:03:21 - mmengine - INFO - Epoch(train) [25][1200/5138] lr: 1.9098e-05 eta: 4:29:10 time: 0.5451 data_time: 0.0087 memory: 17431 loss: 1.4052 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.4052 2023/06/06 21:04:17 - mmengine - INFO - Epoch(train) [25][1300/5138] lr: 1.9098e-05 eta: 4:28:16 time: 0.5475 data_time: 0.0095 memory: 17431 loss: 1.3095 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3095 2023/06/06 21:05:13 - mmengine - INFO - Epoch(train) [25][1400/5138] lr: 1.9098e-05 eta: 4:27:22 time: 0.5455 data_time: 0.0094 memory: 17431 loss: 1.4922 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4922 2023/06/06 21:06:08 - mmengine - INFO - Epoch(train) [25][1500/5138] lr: 1.9098e-05 eta: 4:26:27 time: 0.5463 data_time: 0.0087 memory: 17431 loss: 1.3363 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3363 2023/06/06 21:07:03 - mmengine - INFO - Epoch(train) [25][1600/5138] lr: 1.9098e-05 eta: 4:25:33 time: 0.5466 data_time: 0.0087 memory: 17431 loss: 1.1665 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1665 2023/06/06 21:07:51 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 21:07:58 - mmengine - INFO - Epoch(train) [25][1700/5138] lr: 1.9098e-05 eta: 4:24:38 time: 0.5527 data_time: 0.0089 memory: 17431 loss: 1.1005 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1005 2023/06/06 21:08:53 - mmengine - INFO - Epoch(train) [25][1800/5138] lr: 1.9098e-05 eta: 4:23:44 time: 0.5474 data_time: 0.0091 memory: 17431 loss: 1.0713 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0713 2023/06/06 21:09:49 - mmengine - INFO - Epoch(train) [25][1900/5138] lr: 1.9098e-05 eta: 4:22:50 time: 0.5541 data_time: 0.0084 memory: 17431 loss: 1.6425 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6425 2023/06/06 21:10:44 - mmengine - INFO - Epoch(train) [25][2000/5138] lr: 1.9098e-05 eta: 4:21:55 time: 0.5442 data_time: 0.0083 memory: 17431 loss: 0.9156 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9156 2023/06/06 21:11:39 - mmengine - INFO - Epoch(train) [25][2100/5138] lr: 1.9098e-05 eta: 4:21:01 time: 0.5472 data_time: 0.0092 memory: 17431 loss: 1.6032 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6032 2023/06/06 21:12:34 - mmengine - INFO - Epoch(train) [25][2200/5138] lr: 1.9098e-05 eta: 4:20:07 time: 0.5674 data_time: 0.0074 memory: 17431 loss: 1.3199 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3199 2023/06/06 21:13:30 - mmengine - INFO - Epoch(train) [25][2300/5138] lr: 1.9098e-05 eta: 4:19:12 time: 0.5428 data_time: 0.0087 memory: 17431 loss: 1.3701 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3701 2023/06/06 21:14:25 - mmengine - INFO - Epoch(train) [25][2400/5138] lr: 1.9098e-05 eta: 4:18:18 time: 0.5478 data_time: 0.0086 memory: 17431 loss: 1.2295 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2295 2023/06/06 21:15:19 - mmengine - INFO - Epoch(train) [25][2500/5138] lr: 1.9098e-05 eta: 4:17:23 time: 0.5460 data_time: 0.0092 memory: 17431 loss: 1.0915 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0915 2023/06/06 21:16:15 - mmengine - INFO - Epoch(train) [25][2600/5138] lr: 1.9098e-05 eta: 4:16:29 time: 0.5477 data_time: 0.0088 memory: 17431 loss: 1.2828 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2828 2023/06/06 21:17:04 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 21:17:10 - mmengine - INFO - Epoch(train) [25][2700/5138] lr: 1.9098e-05 eta: 4:15:35 time: 0.5462 data_time: 0.0091 memory: 17431 loss: 1.3207 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3207 2023/06/06 21:18:05 - mmengine - INFO - Epoch(train) [25][2800/5138] lr: 1.9098e-05 eta: 4:14:40 time: 0.5433 data_time: 0.0089 memory: 17431 loss: 1.8820 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8820 2023/06/06 21:19:00 - mmengine - INFO - Epoch(train) [25][2900/5138] lr: 1.9098e-05 eta: 4:13:46 time: 0.5432 data_time: 0.0088 memory: 17431 loss: 0.9934 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9934 2023/06/06 21:19:55 - mmengine - INFO - Epoch(train) [25][3000/5138] lr: 1.9098e-05 eta: 4:12:52 time: 0.5463 data_time: 0.0090 memory: 17431 loss: 1.1035 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1035 2023/06/06 21:20:51 - mmengine - INFO - Epoch(train) [25][3100/5138] lr: 1.9098e-05 eta: 4:11:57 time: 0.5467 data_time: 0.0089 memory: 17431 loss: 1.0896 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0896 2023/06/06 21:21:45 - mmengine - INFO - Epoch(train) [25][3200/5138] lr: 1.9098e-05 eta: 4:11:03 time: 0.5448 data_time: 0.0088 memory: 17431 loss: 1.2381 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.2381 2023/06/06 21:22:40 - mmengine - INFO - Epoch(train) [25][3300/5138] lr: 1.9098e-05 eta: 4:10:08 time: 0.5489 data_time: 0.0084 memory: 17431 loss: 1.4073 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4073 2023/06/06 21:23:35 - mmengine - INFO - Epoch(train) [25][3400/5138] lr: 1.9098e-05 eta: 4:09:14 time: 0.5444 data_time: 0.0093 memory: 17431 loss: 1.1929 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1929 2023/06/06 21:24:30 - mmengine - INFO - Epoch(train) [25][3500/5138] lr: 1.9098e-05 eta: 4:08:19 time: 0.5476 data_time: 0.0083 memory: 17431 loss: 1.3787 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3787 2023/06/06 21:25:26 - mmengine - INFO - Epoch(train) [25][3600/5138] lr: 1.9098e-05 eta: 4:07:25 time: 0.5473 data_time: 0.0088 memory: 17431 loss: 1.4804 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4804 2023/06/06 21:26:15 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 21:26:21 - mmengine - INFO - Epoch(train) [25][3700/5138] lr: 1.9098e-05 eta: 4:06:31 time: 0.5424 data_time: 0.0088 memory: 17431 loss: 1.3186 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3186 2023/06/06 21:27:17 - mmengine - INFO - Epoch(train) [25][3800/5138] lr: 1.9098e-05 eta: 4:05:37 time: 0.5555 data_time: 0.0091 memory: 17431 loss: 1.4184 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.4184 2023/06/06 21:28:12 - mmengine - INFO - Epoch(train) [25][3900/5138] lr: 1.9098e-05 eta: 4:04:42 time: 0.5505 data_time: 0.0086 memory: 17431 loss: 1.5771 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5771 2023/06/06 21:29:09 - mmengine - INFO - Epoch(train) [25][4000/5138] lr: 1.9098e-05 eta: 4:03:48 time: 0.5480 data_time: 0.0092 memory: 17431 loss: 1.1116 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1116 2023/06/06 21:30:05 - mmengine - INFO - Epoch(train) [25][4100/5138] lr: 1.9098e-05 eta: 4:02:54 time: 0.5449 data_time: 0.0089 memory: 17431 loss: 1.4379 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4379 2023/06/06 21:31:01 - mmengine - INFO - Epoch(train) [25][4200/5138] lr: 1.9098e-05 eta: 4:02:00 time: 0.5458 data_time: 0.0088 memory: 17431 loss: 1.5579 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.5579 2023/06/06 21:31:55 - mmengine - INFO - Epoch(train) [25][4300/5138] lr: 1.9098e-05 eta: 4:01:05 time: 0.5448 data_time: 0.0088 memory: 17431 loss: 1.4502 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.4502 2023/06/06 21:32:50 - mmengine - INFO - Epoch(train) [25][4400/5138] lr: 1.9098e-05 eta: 4:00:11 time: 0.5514 data_time: 0.0086 memory: 17431 loss: 1.5748 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5748 2023/06/06 21:33:45 - mmengine - INFO - Epoch(train) [25][4500/5138] lr: 1.9098e-05 eta: 3:59:16 time: 0.5467 data_time: 0.0092 memory: 17431 loss: 1.3013 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3013 2023/06/06 21:34:40 - mmengine - INFO - Epoch(train) [25][4600/5138] lr: 1.9098e-05 eta: 3:58:22 time: 0.5429 data_time: 0.0083 memory: 17431 loss: 2.0153 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0153 2023/06/06 21:35:28 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 21:35:35 - mmengine - INFO - Epoch(train) [25][4700/5138] lr: 1.9098e-05 eta: 3:57:27 time: 0.5453 data_time: 0.0094 memory: 17431 loss: 1.1814 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.1814 2023/06/06 21:36:30 - mmengine - INFO - Epoch(train) [25][4800/5138] lr: 1.9098e-05 eta: 3:56:33 time: 0.5435 data_time: 0.0086 memory: 17431 loss: 1.0441 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0441 2023/06/06 21:37:25 - mmengine - INFO - Epoch(train) [25][4900/5138] lr: 1.9098e-05 eta: 3:55:38 time: 0.5643 data_time: 0.0092 memory: 17431 loss: 1.4066 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4066 2023/06/06 21:38:19 - mmengine - INFO - Epoch(train) [25][5000/5138] lr: 1.9098e-05 eta: 3:54:44 time: 0.5454 data_time: 0.0088 memory: 17431 loss: 1.4322 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4322 2023/06/06 21:39:14 - mmengine - INFO - Epoch(train) [25][5100/5138] lr: 1.9098e-05 eta: 3:53:49 time: 0.5455 data_time: 0.0092 memory: 17431 loss: 0.9166 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9166 2023/06/06 21:39:35 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 21:39:35 - mmengine - INFO - Epoch(train) [25][5138/5138] lr: 1.9098e-05 eta: 3:53:29 time: 0.5287 data_time: 0.0089 memory: 17431 loss: 1.4706 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4706 2023/06/06 21:40:31 - mmengine - INFO - Epoch(train) [26][ 100/5138] lr: 1.3397e-05 eta: 3:52:34 time: 0.5528 data_time: 0.0091 memory: 17431 loss: 0.8893 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8893 2023/06/06 21:41:25 - mmengine - INFO - Epoch(train) [26][ 200/5138] lr: 1.3397e-05 eta: 3:51:40 time: 0.5466 data_time: 0.0089 memory: 17431 loss: 1.4473 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4473 2023/06/06 21:42:20 - mmengine - INFO - Epoch(train) [26][ 300/5138] lr: 1.3397e-05 eta: 3:50:45 time: 0.5402 data_time: 0.0090 memory: 17431 loss: 1.1698 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1698 2023/06/06 21:43:15 - mmengine - INFO - Epoch(train) [26][ 400/5138] lr: 1.3397e-05 eta: 3:49:51 time: 0.5455 data_time: 0.0093 memory: 17431 loss: 1.3650 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3650 2023/06/06 21:44:10 - mmengine - INFO - Epoch(train) [26][ 500/5138] lr: 1.3397e-05 eta: 3:48:56 time: 0.5456 data_time: 0.0092 memory: 17431 loss: 1.2454 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2454 2023/06/06 21:44:37 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 21:45:05 - mmengine - INFO - Epoch(train) [26][ 600/5138] lr: 1.3397e-05 eta: 3:48:02 time: 0.5467 data_time: 0.0087 memory: 17431 loss: 1.2173 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2173 2023/06/06 21:45:59 - mmengine - INFO - Epoch(train) [26][ 700/5138] lr: 1.3397e-05 eta: 3:47:07 time: 0.5449 data_time: 0.0093 memory: 17431 loss: 1.6065 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6065 2023/06/06 21:46:54 - mmengine - INFO - Epoch(train) [26][ 800/5138] lr: 1.3397e-05 eta: 3:46:13 time: 0.5471 data_time: 0.0099 memory: 17431 loss: 1.1942 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1942 2023/06/06 21:47:48 - mmengine - INFO - Epoch(train) [26][ 900/5138] lr: 1.3397e-05 eta: 3:45:18 time: 0.5473 data_time: 0.0091 memory: 17431 loss: 1.4419 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4419 2023/06/06 21:48:43 - mmengine - INFO - Epoch(train) [26][1000/5138] lr: 1.3397e-05 eta: 3:44:24 time: 0.5418 data_time: 0.0093 memory: 17431 loss: 1.8882 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8882 2023/06/06 21:49:38 - mmengine - INFO - Epoch(train) [26][1100/5138] lr: 1.3397e-05 eta: 3:43:29 time: 0.5476 data_time: 0.0094 memory: 17431 loss: 1.5048 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5048 2023/06/06 21:50:33 - mmengine - INFO - Epoch(train) [26][1200/5138] lr: 1.3397e-05 eta: 3:42:35 time: 0.5501 data_time: 0.0093 memory: 17431 loss: 1.4229 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4229 2023/06/06 21:51:28 - mmengine - INFO - Epoch(train) [26][1300/5138] lr: 1.3397e-05 eta: 3:41:40 time: 0.5465 data_time: 0.0096 memory: 17431 loss: 1.2589 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.2589 2023/06/06 21:52:23 - mmengine - INFO - Epoch(train) [26][1400/5138] lr: 1.3397e-05 eta: 3:40:46 time: 0.5665 data_time: 0.0077 memory: 17431 loss: 1.4221 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4221 2023/06/06 21:53:18 - mmengine - INFO - Epoch(train) [26][1500/5138] lr: 1.3397e-05 eta: 3:39:51 time: 0.5494 data_time: 0.0093 memory: 17431 loss: 1.0254 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0254 2023/06/06 21:53:46 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 21:54:13 - mmengine - INFO - Epoch(train) [26][1600/5138] lr: 1.3397e-05 eta: 3:38:57 time: 0.5449 data_time: 0.0090 memory: 17431 loss: 0.9806 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9806 2023/06/06 21:55:08 - mmengine - INFO - Epoch(train) [26][1700/5138] lr: 1.3397e-05 eta: 3:38:03 time: 0.5442 data_time: 0.0090 memory: 17431 loss: 1.5955 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5955 2023/06/06 21:56:02 - mmengine - INFO - Epoch(train) [26][1800/5138] lr: 1.3397e-05 eta: 3:37:08 time: 0.5462 data_time: 0.0091 memory: 17431 loss: 1.3028 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3028 2023/06/06 21:56:57 - mmengine - INFO - Epoch(train) [26][1900/5138] lr: 1.3397e-05 eta: 3:36:13 time: 0.5483 data_time: 0.0089 memory: 17431 loss: 1.1178 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1178 2023/06/06 21:57:52 - mmengine - INFO - Epoch(train) [26][2000/5138] lr: 1.3397e-05 eta: 3:35:19 time: 0.5479 data_time: 0.0086 memory: 17431 loss: 1.1067 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1067 2023/06/06 21:58:46 - mmengine - INFO - Epoch(train) [26][2100/5138] lr: 1.3397e-05 eta: 3:34:24 time: 0.5496 data_time: 0.0091 memory: 17431 loss: 1.6942 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6942 2023/06/06 21:59:41 - mmengine - INFO - Epoch(train) [26][2200/5138] lr: 1.3397e-05 eta: 3:33:30 time: 0.5498 data_time: 0.0084 memory: 17431 loss: 1.2628 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2628 2023/06/06 22:00:36 - mmengine - INFO - Epoch(train) [26][2300/5138] lr: 1.3397e-05 eta: 3:32:35 time: 0.5498 data_time: 0.0086 memory: 17431 loss: 1.5437 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5437 2023/06/06 22:01:31 - mmengine - INFO - Epoch(train) [26][2400/5138] lr: 1.3397e-05 eta: 3:31:41 time: 0.5463 data_time: 0.0092 memory: 17431 loss: 1.0811 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0811 2023/06/06 22:02:25 - mmengine - INFO - Epoch(train) [26][2500/5138] lr: 1.3397e-05 eta: 3:30:46 time: 0.5443 data_time: 0.0091 memory: 17431 loss: 1.2602 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.2602 2023/06/06 22:02:53 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 22:03:20 - mmengine - INFO - Epoch(train) [26][2600/5138] lr: 1.3397e-05 eta: 3:29:52 time: 0.5465 data_time: 0.0085 memory: 17431 loss: 1.0689 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0689 2023/06/06 22:04:15 - mmengine - INFO - Epoch(train) [26][2700/5138] lr: 1.3397e-05 eta: 3:28:57 time: 0.5455 data_time: 0.0089 memory: 17431 loss: 1.5651 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5651 2023/06/06 22:05:10 - mmengine - INFO - Epoch(train) [26][2800/5138] lr: 1.3397e-05 eta: 3:28:03 time: 0.5438 data_time: 0.0094 memory: 17431 loss: 1.2806 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2806 2023/06/06 22:06:04 - mmengine - INFO - Epoch(train) [26][2900/5138] lr: 1.3397e-05 eta: 3:27:08 time: 0.5455 data_time: 0.0089 memory: 17431 loss: 1.5082 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5082 2023/06/06 22:06:59 - mmengine - INFO - Epoch(train) [26][3000/5138] lr: 1.3397e-05 eta: 3:26:14 time: 0.5448 data_time: 0.0089 memory: 17431 loss: 1.3610 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3610 2023/06/06 22:07:54 - mmengine - INFO - Epoch(train) [26][3100/5138] lr: 1.3397e-05 eta: 3:25:19 time: 0.5448 data_time: 0.0088 memory: 17431 loss: 1.0821 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0821 2023/06/06 22:08:48 - mmengine - INFO - Epoch(train) [26][3200/5138] lr: 1.3397e-05 eta: 3:24:25 time: 0.5461 data_time: 0.0086 memory: 17431 loss: 1.4596 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4596 2023/06/06 22:09:43 - mmengine - INFO - Epoch(train) [26][3300/5138] lr: 1.3397e-05 eta: 3:23:30 time: 0.5483 data_time: 0.0085 memory: 17431 loss: 0.9957 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9957 2023/06/06 22:10:38 - mmengine - INFO - Epoch(train) [26][3400/5138] lr: 1.3397e-05 eta: 3:22:36 time: 0.5457 data_time: 0.0097 memory: 17431 loss: 1.2394 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2394 2023/06/06 22:11:33 - mmengine - INFO - Epoch(train) [26][3500/5138] lr: 1.3397e-05 eta: 3:21:41 time: 0.5462 data_time: 0.0093 memory: 17431 loss: 1.8698 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8698 2023/06/06 22:12:00 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 22:12:28 - mmengine - INFO - Epoch(train) [26][3600/5138] lr: 1.3397e-05 eta: 3:20:47 time: 0.5697 data_time: 0.0092 memory: 17431 loss: 1.1111 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1111 2023/06/06 22:13:23 - mmengine - INFO - Epoch(train) [26][3700/5138] lr: 1.3397e-05 eta: 3:19:52 time: 0.5456 data_time: 0.0090 memory: 17431 loss: 0.9735 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9735 2023/06/06 22:14:17 - mmengine - INFO - Epoch(train) [26][3800/5138] lr: 1.3397e-05 eta: 3:18:58 time: 0.5468 data_time: 0.0089 memory: 17431 loss: 1.5327 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5327 2023/06/06 22:15:12 - mmengine - INFO - Epoch(train) [26][3900/5138] lr: 1.3397e-05 eta: 3:18:03 time: 0.5466 data_time: 0.0089 memory: 17431 loss: 1.3038 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3038 2023/06/06 22:16:07 - mmengine - INFO - Epoch(train) [26][4000/5138] lr: 1.3397e-05 eta: 3:17:09 time: 0.5499 data_time: 0.0086 memory: 17431 loss: 1.6004 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6004 2023/06/06 22:17:02 - mmengine - INFO - Epoch(train) [26][4100/5138] lr: 1.3397e-05 eta: 3:16:15 time: 0.5467 data_time: 0.0087 memory: 17431 loss: 1.1803 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.1803 2023/06/06 22:17:57 - mmengine - INFO - Epoch(train) [26][4200/5138] lr: 1.3397e-05 eta: 3:15:20 time: 0.5500 data_time: 0.0085 memory: 17431 loss: 1.2696 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2696 2023/06/06 22:18:52 - mmengine - INFO - Epoch(train) [26][4300/5138] lr: 1.3397e-05 eta: 3:14:25 time: 0.5476 data_time: 0.0093 memory: 17431 loss: 1.2176 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.2176 2023/06/06 22:19:46 - mmengine - INFO - Epoch(train) [26][4400/5138] lr: 1.3397e-05 eta: 3:13:31 time: 0.5464 data_time: 0.0093 memory: 17431 loss: 1.0698 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0698 2023/06/06 22:20:41 - mmengine - INFO - Epoch(train) [26][4500/5138] lr: 1.3397e-05 eta: 3:12:36 time: 0.5480 data_time: 0.0088 memory: 17431 loss: 1.0806 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0806 2023/06/06 22:21:09 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 22:21:36 - mmengine - INFO - Epoch(train) [26][4600/5138] lr: 1.3397e-05 eta: 3:11:42 time: 0.5417 data_time: 0.0095 memory: 17431 loss: 1.7018 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7018 2023/06/06 22:22:31 - mmengine - INFO - Epoch(train) [26][4700/5138] lr: 1.3397e-05 eta: 3:10:48 time: 0.5488 data_time: 0.0088 memory: 17431 loss: 1.4992 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4992 2023/06/06 22:23:26 - mmengine - INFO - Epoch(train) [26][4800/5138] lr: 1.3397e-05 eta: 3:09:53 time: 0.5462 data_time: 0.0086 memory: 17431 loss: 1.1259 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1259 2023/06/06 22:24:21 - mmengine - INFO - Epoch(train) [26][4900/5138] lr: 1.3397e-05 eta: 3:08:59 time: 0.5489 data_time: 0.0093 memory: 17431 loss: 1.4404 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.4404 2023/06/06 22:25:17 - mmengine - INFO - Epoch(train) [26][5000/5138] lr: 1.3397e-05 eta: 3:08:04 time: 0.5492 data_time: 0.0090 memory: 17431 loss: 1.3818 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3818 2023/06/06 22:26:11 - mmengine - INFO - Epoch(train) [26][5100/5138] lr: 1.3397e-05 eta: 3:07:10 time: 0.5486 data_time: 0.0093 memory: 17431 loss: 1.0783 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0783 2023/06/06 22:26:32 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 22:26:32 - mmengine - INFO - Epoch(train) [26][5138/5138] lr: 1.3397e-05 eta: 3:06:49 time: 0.5308 data_time: 0.0092 memory: 17431 loss: 1.3683 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3683 2023/06/06 22:27:28 - mmengine - INFO - Epoch(train) [27][ 100/5138] lr: 8.6455e-06 eta: 3:05:55 time: 0.5574 data_time: 0.0089 memory: 17431 loss: 1.4138 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4138 2023/06/06 22:28:23 - mmengine - INFO - Epoch(train) [27][ 200/5138] lr: 8.6455e-06 eta: 3:05:00 time: 0.5507 data_time: 0.0084 memory: 17431 loss: 1.0841 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.0841 2023/06/06 22:29:18 - mmengine - INFO - Epoch(train) [27][ 300/5138] lr: 8.6455e-06 eta: 3:04:06 time: 0.5472 data_time: 0.0093 memory: 17431 loss: 1.2893 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2893 2023/06/06 22:30:13 - mmengine - INFO - Epoch(train) [27][ 400/5138] lr: 8.6455e-06 eta: 3:03:11 time: 0.5490 data_time: 0.0091 memory: 17431 loss: 0.9522 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 0.9522 2023/06/06 22:30:19 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 22:31:07 - mmengine - INFO - Epoch(train) [27][ 500/5138] lr: 8.6455e-06 eta: 3:02:17 time: 0.5454 data_time: 0.0092 memory: 17431 loss: 1.2406 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2406 2023/06/06 22:32:02 - mmengine - INFO - Epoch(train) [27][ 600/5138] lr: 8.6455e-06 eta: 3:01:22 time: 0.5537 data_time: 0.0092 memory: 17431 loss: 0.7478 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.7478 2023/06/06 22:32:57 - mmengine - INFO - Epoch(train) [27][ 700/5138] lr: 8.6455e-06 eta: 3:00:28 time: 0.5454 data_time: 0.0088 memory: 17431 loss: 1.3444 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3444 2023/06/06 22:33:52 - mmengine - INFO - Epoch(train) [27][ 800/5138] lr: 8.6455e-06 eta: 2:59:33 time: 0.5511 data_time: 0.0093 memory: 17431 loss: 1.2817 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2817 2023/06/06 22:34:47 - mmengine - INFO - Epoch(train) [27][ 900/5138] lr: 8.6455e-06 eta: 2:58:39 time: 0.5526 data_time: 0.0091 memory: 17431 loss: 1.1206 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1206 2023/06/06 22:35:42 - mmengine - INFO - Epoch(train) [27][1000/5138] lr: 8.6455e-06 eta: 2:57:44 time: 0.5490 data_time: 0.0088 memory: 17431 loss: 1.3363 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.3363 2023/06/06 22:36:37 - mmengine - INFO - Epoch(train) [27][1100/5138] lr: 8.6455e-06 eta: 2:56:50 time: 0.5441 data_time: 0.0087 memory: 17431 loss: 1.1374 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1374 2023/06/06 22:37:32 - mmengine - INFO - Epoch(train) [27][1200/5138] lr: 8.6455e-06 eta: 2:55:55 time: 0.5473 data_time: 0.0089 memory: 17431 loss: 1.3093 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3093 2023/06/06 22:38:27 - mmengine - INFO - Epoch(train) [27][1300/5138] lr: 8.6455e-06 eta: 2:55:01 time: 0.5450 data_time: 0.0087 memory: 17431 loss: 1.4669 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4669 2023/06/06 22:39:22 - mmengine - INFO - Epoch(train) [27][1400/5138] lr: 8.6455e-06 eta: 2:54:06 time: 0.5495 data_time: 0.0090 memory: 17431 loss: 0.9909 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9909 2023/06/06 22:39:29 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 22:40:17 - mmengine - INFO - Epoch(train) [27][1500/5138] lr: 8.6455e-06 eta: 2:53:12 time: 0.5489 data_time: 0.0089 memory: 17431 loss: 1.4181 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4181 2023/06/06 22:41:12 - mmengine - INFO - Epoch(train) [27][1600/5138] lr: 8.6455e-06 eta: 2:52:17 time: 0.5514 data_time: 0.0087 memory: 17431 loss: 1.4410 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4410 2023/06/06 22:42:06 - mmengine - INFO - Epoch(train) [27][1700/5138] lr: 8.6455e-06 eta: 2:51:23 time: 0.5533 data_time: 0.0086 memory: 17431 loss: 1.5912 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.5912 2023/06/06 22:43:02 - mmengine - INFO - Epoch(train) [27][1800/5138] lr: 8.6455e-06 eta: 2:50:28 time: 0.5468 data_time: 0.0092 memory: 17431 loss: 1.5684 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5684 2023/06/06 22:43:56 - mmengine - INFO - Epoch(train) [27][1900/5138] lr: 8.6455e-06 eta: 2:49:34 time: 0.5476 data_time: 0.0086 memory: 17431 loss: 1.0738 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0738 2023/06/06 22:44:51 - mmengine - INFO - Epoch(train) [27][2000/5138] lr: 8.6455e-06 eta: 2:48:39 time: 0.5514 data_time: 0.0087 memory: 17431 loss: 1.1285 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1285 2023/06/06 22:45:46 - mmengine - INFO - Epoch(train) [27][2100/5138] lr: 8.6455e-06 eta: 2:47:45 time: 0.5446 data_time: 0.0085 memory: 17431 loss: 0.9486 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.9486 2023/06/06 22:46:41 - mmengine - INFO - Epoch(train) [27][2200/5138] lr: 8.6455e-06 eta: 2:46:50 time: 0.5501 data_time: 0.0089 memory: 17431 loss: 2.0407 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0407 2023/06/06 22:47:35 - mmengine - INFO - Epoch(train) [27][2300/5138] lr: 8.6455e-06 eta: 2:45:56 time: 0.5451 data_time: 0.0088 memory: 17431 loss: 1.3136 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3136 2023/06/06 22:48:30 - mmengine - INFO - Epoch(train) [27][2400/5138] lr: 8.6455e-06 eta: 2:45:01 time: 0.5452 data_time: 0.0089 memory: 17431 loss: 1.0411 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0411 2023/06/06 22:48:36 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 22:49:25 - mmengine - INFO - Epoch(train) [27][2500/5138] lr: 8.6455e-06 eta: 2:44:06 time: 0.5511 data_time: 0.0078 memory: 17431 loss: 1.2696 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2696 2023/06/06 22:50:19 - mmengine - INFO - Epoch(train) [27][2600/5138] lr: 8.6455e-06 eta: 2:43:12 time: 0.5449 data_time: 0.0090 memory: 17431 loss: 1.5393 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5393 2023/06/06 22:51:14 - mmengine - INFO - Epoch(train) [27][2700/5138] lr: 8.6455e-06 eta: 2:42:17 time: 0.5477 data_time: 0.0093 memory: 17431 loss: 1.3915 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3915 2023/06/06 22:52:09 - mmengine - INFO - Epoch(train) [27][2800/5138] lr: 8.6455e-06 eta: 2:41:23 time: 0.5454 data_time: 0.0090 memory: 17431 loss: 1.1580 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1580 2023/06/06 22:53:03 - mmengine - INFO - Epoch(train) [27][2900/5138] lr: 8.6455e-06 eta: 2:40:28 time: 0.5474 data_time: 0.0084 memory: 17431 loss: 0.9600 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9600 2023/06/06 22:53:58 - mmengine - INFO - Epoch(train) [27][3000/5138] lr: 8.6455e-06 eta: 2:39:34 time: 0.5447 data_time: 0.0088 memory: 17431 loss: 0.9888 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 0.9888 2023/06/06 22:54:53 - mmengine - INFO - Epoch(train) [27][3100/5138] lr: 8.6455e-06 eta: 2:38:39 time: 0.5462 data_time: 0.0085 memory: 17431 loss: 1.0909 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0909 2023/06/06 22:55:47 - mmengine - INFO - Epoch(train) [27][3200/5138] lr: 8.6455e-06 eta: 2:37:45 time: 0.5498 data_time: 0.0085 memory: 17431 loss: 1.4195 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4195 2023/06/06 22:56:42 - mmengine - INFO - Epoch(train) [27][3300/5138] lr: 8.6455e-06 eta: 2:36:50 time: 0.5456 data_time: 0.0083 memory: 17431 loss: 1.3734 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3734 2023/06/06 22:57:37 - mmengine - INFO - Epoch(train) [27][3400/5138] lr: 8.6455e-06 eta: 2:35:56 time: 0.5505 data_time: 0.0092 memory: 17431 loss: 1.0537 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0537 2023/06/06 22:57:43 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 22:58:31 - mmengine - INFO - Epoch(train) [27][3500/5138] lr: 8.6455e-06 eta: 2:35:01 time: 0.5456 data_time: 0.0088 memory: 17431 loss: 1.0292 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0292 2023/06/06 22:59:26 - mmengine - INFO - Epoch(train) [27][3600/5138] lr: 8.6455e-06 eta: 2:34:07 time: 0.5429 data_time: 0.0085 memory: 17431 loss: 1.2094 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.2094 2023/06/06 23:00:21 - mmengine - INFO - Epoch(train) [27][3700/5138] lr: 8.6455e-06 eta: 2:33:12 time: 0.5493 data_time: 0.0089 memory: 17431 loss: 1.7474 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7474 2023/06/06 23:01:16 - mmengine - INFO - Epoch(train) [27][3800/5138] lr: 8.6455e-06 eta: 2:32:18 time: 0.5452 data_time: 0.0092 memory: 17431 loss: 1.4744 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4744 2023/06/06 23:02:11 - mmengine - INFO - Epoch(train) [27][3900/5138] lr: 8.6455e-06 eta: 2:31:23 time: 0.5501 data_time: 0.0087 memory: 17431 loss: 1.2632 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2632 2023/06/06 23:03:05 - mmengine - INFO - Epoch(train) [27][4000/5138] lr: 8.6455e-06 eta: 2:30:29 time: 0.5476 data_time: 0.0086 memory: 17431 loss: 1.0401 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0401 2023/06/06 23:04:00 - mmengine - INFO - Epoch(train) [27][4100/5138] lr: 8.6455e-06 eta: 2:29:34 time: 0.5462 data_time: 0.0087 memory: 17431 loss: 1.3559 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3559 2023/06/06 23:04:55 - mmengine - INFO - Epoch(train) [27][4200/5138] lr: 8.6455e-06 eta: 2:28:39 time: 0.5460 data_time: 0.0079 memory: 17431 loss: 1.3030 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3030 2023/06/06 23:05:50 - mmengine - INFO - Epoch(train) [27][4300/5138] lr: 8.6455e-06 eta: 2:27:45 time: 0.5564 data_time: 0.0083 memory: 17431 loss: 1.3312 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3312 2023/06/06 23:06:44 - mmengine - INFO - Epoch(train) [27][4400/5138] lr: 8.6455e-06 eta: 2:26:50 time: 0.5446 data_time: 0.0092 memory: 17431 loss: 1.1576 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.1576 2023/06/06 23:06:51 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 23:07:39 - mmengine - INFO - Epoch(train) [27][4500/5138] lr: 8.6455e-06 eta: 2:25:56 time: 0.5538 data_time: 0.0083 memory: 17431 loss: 1.2089 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2089 2023/06/06 23:08:34 - mmengine - INFO - Epoch(train) [27][4600/5138] lr: 8.6455e-06 eta: 2:25:01 time: 0.5484 data_time: 0.0085 memory: 17431 loss: 1.3554 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3554 2023/06/06 23:09:28 - mmengine - INFO - Epoch(train) [27][4700/5138] lr: 8.6455e-06 eta: 2:24:07 time: 0.5476 data_time: 0.0086 memory: 17431 loss: 1.2788 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2788 2023/06/06 23:10:23 - mmengine - INFO - Epoch(train) [27][4800/5138] lr: 8.6455e-06 eta: 2:23:12 time: 0.5441 data_time: 0.0088 memory: 17431 loss: 1.4978 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4978 2023/06/06 23:11:18 - mmengine - INFO - Epoch(train) [27][4900/5138] lr: 8.6455e-06 eta: 2:22:18 time: 0.5486 data_time: 0.0089 memory: 17431 loss: 1.7808 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.7808 2023/06/06 23:12:13 - mmengine - INFO - Epoch(train) [27][5000/5138] lr: 8.6455e-06 eta: 2:21:23 time: 0.5454 data_time: 0.0091 memory: 17431 loss: 1.3536 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3536 2023/06/06 23:13:07 - mmengine - INFO - Epoch(train) [27][5100/5138] lr: 8.6455e-06 eta: 2:20:29 time: 0.5449 data_time: 0.0087 memory: 17431 loss: 1.1456 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1456 2023/06/06 23:13:28 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 23:13:28 - mmengine - INFO - Epoch(train) [27][5138/5138] lr: 8.6455e-06 eta: 2:20:08 time: 0.5303 data_time: 0.0092 memory: 17431 loss: 1.2441 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2441 2023/06/06 23:13:28 - mmengine - INFO - Saving checkpoint at 27 epochs 2023/06/06 23:13:54 - mmengine - INFO - Epoch(val) [27][100/520] eta: 0:01:34 time: 0.2208 data_time: 0.0051 memory: 3719 2023/06/06 23:14:16 - mmengine - INFO - Epoch(val) [27][200/520] eta: 0:01:11 time: 0.2211 data_time: 0.0050 memory: 3719 2023/06/06 23:14:38 - mmengine - INFO - Epoch(val) [27][300/520] eta: 0:00:48 time: 0.2213 data_time: 0.0051 memory: 3719 2023/06/06 23:15:01 - mmengine - INFO - Epoch(val) [27][400/520] eta: 0:00:26 time: 0.2225 data_time: 0.0061 memory: 3719 2023/06/06 23:15:23 - mmengine - INFO - Epoch(val) [27][500/520] eta: 0:00:04 time: 0.2210 data_time: 0.0048 memory: 3719 2023/06/06 23:15:34 - mmengine - INFO - Epoch(val) [27][520/520] acc/top1: 0.7016 acc/top5: 0.8859 acc/mean1: 0.6960 data_time: 0.0061 time: 0.2217 2023/06/06 23:15:34 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb/best_acc_top1_epoch_24.pth is removed 2023/06/06 23:15:37 - mmengine - INFO - The best checkpoint with 0.7016 acc/top1 at 27 epoch is saved to best_acc_top1_epoch_27.pth. 2023/06/06 23:16:32 - mmengine - INFO - Epoch(train) [28][ 100/5138] lr: 4.8943e-06 eta: 2:19:13 time: 0.5477 data_time: 0.0086 memory: 17431 loss: 1.3743 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3743 2023/06/06 23:17:27 - mmengine - INFO - Epoch(train) [28][ 200/5138] lr: 4.8943e-06 eta: 2:18:19 time: 0.5580 data_time: 0.0087 memory: 17431 loss: 1.2521 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2521 2023/06/06 23:18:09 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 23:18:23 - mmengine - INFO - Epoch(train) [28][ 300/5138] lr: 4.8943e-06 eta: 2:17:24 time: 0.5491 data_time: 0.0087 memory: 17431 loss: 1.6664 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6664 2023/06/06 23:19:17 - mmengine - INFO - Epoch(train) [28][ 400/5138] lr: 4.8943e-06 eta: 2:16:30 time: 0.5448 data_time: 0.0092 memory: 17431 loss: 1.5932 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5932 2023/06/06 23:20:12 - mmengine - INFO - Epoch(train) [28][ 500/5138] lr: 4.8943e-06 eta: 2:15:35 time: 0.5461 data_time: 0.0087 memory: 17431 loss: 1.2373 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2373 2023/06/06 23:21:08 - mmengine - INFO - Epoch(train) [28][ 600/5138] lr: 4.8943e-06 eta: 2:14:41 time: 0.5605 data_time: 0.0084 memory: 17431 loss: 0.8095 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.8095 2023/06/06 23:22:03 - mmengine - INFO - Epoch(train) [28][ 700/5138] lr: 4.8943e-06 eta: 2:13:46 time: 0.5591 data_time: 0.0078 memory: 17431 loss: 1.0190 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0190 2023/06/06 23:22:58 - mmengine - INFO - Epoch(train) [28][ 800/5138] lr: 4.8943e-06 eta: 2:12:52 time: 0.5503 data_time: 0.0086 memory: 17431 loss: 1.0644 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0644 2023/06/06 23:23:53 - mmengine - INFO - Epoch(train) [28][ 900/5138] lr: 4.8943e-06 eta: 2:11:57 time: 0.5560 data_time: 0.0079 memory: 17431 loss: 1.2185 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2185 2023/06/06 23:24:48 - mmengine - INFO - Epoch(train) [28][1000/5138] lr: 4.8943e-06 eta: 2:11:03 time: 0.5462 data_time: 0.0089 memory: 17431 loss: 0.8699 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 0.8699 2023/06/06 23:25:42 - mmengine - INFO - Epoch(train) [28][1100/5138] lr: 4.8943e-06 eta: 2:10:08 time: 0.5472 data_time: 0.0087 memory: 17431 loss: 1.4212 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4212 2023/06/06 23:26:37 - mmengine - INFO - Epoch(train) [28][1200/5138] lr: 4.8943e-06 eta: 2:09:14 time: 0.5511 data_time: 0.0084 memory: 17431 loss: 1.5121 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5121 2023/06/06 23:27:18 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 23:27:32 - mmengine - INFO - Epoch(train) [28][1300/5138] lr: 4.8943e-06 eta: 2:08:19 time: 0.5470 data_time: 0.0085 memory: 17431 loss: 1.3024 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3024 2023/06/06 23:28:27 - mmengine - INFO - Epoch(train) [28][1400/5138] lr: 4.8943e-06 eta: 2:07:25 time: 0.5472 data_time: 0.0085 memory: 17431 loss: 1.0933 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0933 2023/06/06 23:29:22 - mmengine - INFO - Epoch(train) [28][1500/5138] lr: 4.8943e-06 eta: 2:06:30 time: 0.5457 data_time: 0.0087 memory: 17431 loss: 1.5695 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5695 2023/06/06 23:30:16 - mmengine - INFO - Epoch(train) [28][1600/5138] lr: 4.8943e-06 eta: 2:05:36 time: 0.5463 data_time: 0.0088 memory: 17431 loss: 1.2043 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2043 2023/06/06 23:31:11 - mmengine - INFO - Epoch(train) [28][1700/5138] lr: 4.8943e-06 eta: 2:04:41 time: 0.5475 data_time: 0.0087 memory: 17431 loss: 0.9479 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9479 2023/06/06 23:32:06 - mmengine - INFO - Epoch(train) [28][1800/5138] lr: 4.8943e-06 eta: 2:03:47 time: 0.5492 data_time: 0.0085 memory: 17431 loss: 1.3711 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3711 2023/06/06 23:33:01 - mmengine - INFO - Epoch(train) [28][1900/5138] lr: 4.8943e-06 eta: 2:02:52 time: 0.5480 data_time: 0.0085 memory: 17431 loss: 1.0575 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0575 2023/06/06 23:33:55 - mmengine - INFO - Epoch(train) [28][2000/5138] lr: 4.8943e-06 eta: 2:01:58 time: 0.5443 data_time: 0.0086 memory: 17431 loss: 1.3916 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3916 2023/06/06 23:34:50 - mmengine - INFO - Epoch(train) [28][2100/5138] lr: 4.8943e-06 eta: 2:01:03 time: 0.5465 data_time: 0.0088 memory: 17431 loss: 1.3180 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3180 2023/06/06 23:35:45 - mmengine - INFO - Epoch(train) [28][2200/5138] lr: 4.8943e-06 eta: 2:00:08 time: 0.5599 data_time: 0.0081 memory: 17431 loss: 1.1804 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1804 2023/06/06 23:36:26 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 23:36:40 - mmengine - INFO - Epoch(train) [28][2300/5138] lr: 4.8943e-06 eta: 1:59:14 time: 0.5469 data_time: 0.0085 memory: 17431 loss: 1.1862 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1862 2023/06/06 23:37:35 - mmengine - INFO - Epoch(train) [28][2400/5138] lr: 4.8943e-06 eta: 1:58:19 time: 0.5641 data_time: 0.0078 memory: 17431 loss: 1.1275 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1275 2023/06/06 23:38:30 - mmengine - INFO - Epoch(train) [28][2500/5138] lr: 4.8943e-06 eta: 1:57:25 time: 0.5504 data_time: 0.0086 memory: 17431 loss: 1.6372 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6372 2023/06/06 23:39:25 - mmengine - INFO - Epoch(train) [28][2600/5138] lr: 4.8943e-06 eta: 1:56:30 time: 0.5465 data_time: 0.0089 memory: 17431 loss: 1.2422 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.2422 2023/06/06 23:40:20 - mmengine - INFO - Epoch(train) [28][2700/5138] lr: 4.8943e-06 eta: 1:55:36 time: 0.5529 data_time: 0.0088 memory: 17431 loss: 1.1616 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1616 2023/06/06 23:41:15 - mmengine - INFO - Epoch(train) [28][2800/5138] lr: 4.8943e-06 eta: 1:54:41 time: 0.5497 data_time: 0.0087 memory: 17431 loss: 1.0497 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0497 2023/06/06 23:42:09 - mmengine - INFO - Epoch(train) [28][2900/5138] lr: 4.8943e-06 eta: 1:53:47 time: 0.5472 data_time: 0.0081 memory: 17431 loss: 0.9938 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9938 2023/06/06 23:43:04 - mmengine - INFO - Epoch(train) [28][3000/5138] lr: 4.8943e-06 eta: 1:52:52 time: 0.5482 data_time: 0.0088 memory: 17431 loss: 1.3541 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3541 2023/06/06 23:43:59 - mmengine - INFO - Epoch(train) [28][3100/5138] lr: 4.8943e-06 eta: 1:51:58 time: 0.5496 data_time: 0.0088 memory: 17431 loss: 1.4649 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4649 2023/06/06 23:44:53 - mmengine - INFO - Epoch(train) [28][3200/5138] lr: 4.8943e-06 eta: 1:51:03 time: 0.5503 data_time: 0.0082 memory: 17431 loss: 1.4589 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4589 2023/06/06 23:45:34 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 23:45:48 - mmengine - INFO - Epoch(train) [28][3300/5138] lr: 4.8943e-06 eta: 1:50:09 time: 0.5474 data_time: 0.0082 memory: 17431 loss: 1.0084 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0084 2023/06/06 23:46:43 - mmengine - INFO - Epoch(train) [28][3400/5138] lr: 4.8943e-06 eta: 1:49:14 time: 0.5547 data_time: 0.0082 memory: 17431 loss: 1.3251 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.3251 2023/06/06 23:47:38 - mmengine - INFO - Epoch(train) [28][3500/5138] lr: 4.8943e-06 eta: 1:48:20 time: 0.5456 data_time: 0.0088 memory: 17431 loss: 1.1572 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1572 2023/06/06 23:48:33 - mmengine - INFO - Epoch(train) [28][3600/5138] lr: 4.8943e-06 eta: 1:47:25 time: 0.5492 data_time: 0.0087 memory: 17431 loss: 1.0333 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0333 2023/06/06 23:49:28 - mmengine - INFO - Epoch(train) [28][3700/5138] lr: 4.8943e-06 eta: 1:46:30 time: 0.5472 data_time: 0.0086 memory: 17431 loss: 1.3057 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3057 2023/06/06 23:50:23 - mmengine - INFO - Epoch(train) [28][3800/5138] lr: 4.8943e-06 eta: 1:45:36 time: 0.5447 data_time: 0.0085 memory: 17431 loss: 1.3888 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3888 2023/06/06 23:51:17 - mmengine - INFO - Epoch(train) [28][3900/5138] lr: 4.8943e-06 eta: 1:44:41 time: 0.5453 data_time: 0.0085 memory: 17431 loss: 1.3696 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3696 2023/06/06 23:52:12 - mmengine - INFO - Epoch(train) [28][4000/5138] lr: 4.8943e-06 eta: 1:43:47 time: 0.5444 data_time: 0.0089 memory: 17431 loss: 1.3485 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3485 2023/06/06 23:53:07 - mmengine - INFO - Epoch(train) [28][4100/5138] lr: 4.8943e-06 eta: 1:42:52 time: 0.5460 data_time: 0.0086 memory: 17431 loss: 0.9840 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9840 2023/06/06 23:54:01 - mmengine - INFO - Epoch(train) [28][4200/5138] lr: 4.8943e-06 eta: 1:41:58 time: 0.5459 data_time: 0.0087 memory: 17431 loss: 0.9920 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9920 2023/06/06 23:54:42 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/06 23:54:56 - mmengine - INFO - Epoch(train) [28][4300/5138] lr: 4.8943e-06 eta: 1:41:03 time: 0.5460 data_time: 0.0087 memory: 17431 loss: 0.9693 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9693 2023/06/06 23:55:51 - mmengine - INFO - Epoch(train) [28][4400/5138] lr: 4.8943e-06 eta: 1:40:09 time: 0.5501 data_time: 0.0087 memory: 17431 loss: 1.2207 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.2207 2023/06/06 23:56:46 - mmengine - INFO - Epoch(train) [28][4500/5138] lr: 4.8943e-06 eta: 1:39:14 time: 0.5603 data_time: 0.0078 memory: 17431 loss: 1.1293 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1293 2023/06/06 23:57:42 - mmengine - INFO - Epoch(train) [28][4600/5138] lr: 4.8943e-06 eta: 1:38:20 time: 0.5492 data_time: 0.0082 memory: 17431 loss: 1.2579 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2579 2023/06/06 23:58:36 - mmengine - INFO - Epoch(train) [28][4700/5138] lr: 4.8943e-06 eta: 1:37:25 time: 0.5461 data_time: 0.0088 memory: 17431 loss: 1.5446 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5446 2023/06/06 23:59:31 - mmengine - INFO - Epoch(train) [28][4800/5138] lr: 4.8943e-06 eta: 1:36:31 time: 0.5448 data_time: 0.0084 memory: 17431 loss: 0.9281 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9281 2023/06/07 00:00:25 - mmengine - INFO - Epoch(train) [28][4900/5138] lr: 4.8943e-06 eta: 1:35:36 time: 0.5457 data_time: 0.0086 memory: 17431 loss: 1.1452 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1452 2023/06/07 00:01:20 - mmengine - INFO - Epoch(train) [28][5000/5138] lr: 4.8943e-06 eta: 1:34:41 time: 0.5489 data_time: 0.0085 memory: 17431 loss: 1.4433 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4433 2023/06/07 00:02:15 - mmengine - INFO - Epoch(train) [28][5100/5138] lr: 4.8943e-06 eta: 1:33:47 time: 0.5448 data_time: 0.0084 memory: 17431 loss: 1.2619 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2619 2023/06/07 00:02:36 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 00:02:36 - mmengine - INFO - Epoch(train) [28][5138/5138] lr: 4.8943e-06 eta: 1:33:26 time: 0.5293 data_time: 0.0085 memory: 17431 loss: 1.1945 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.1945 2023/06/07 00:03:31 - mmengine - INFO - Epoch(train) [29][ 100/5138] lr: 2.1852e-06 eta: 1:32:32 time: 0.5452 data_time: 0.0084 memory: 17431 loss: 1.1773 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.1773 2023/06/07 00:03:51 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 00:04:26 - mmengine - INFO - Epoch(train) [29][ 200/5138] lr: 2.1852e-06 eta: 1:31:37 time: 0.5446 data_time: 0.0086 memory: 17431 loss: 1.4631 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4631 2023/06/07 00:05:20 - mmengine - INFO - Epoch(train) [29][ 300/5138] lr: 2.1852e-06 eta: 1:30:42 time: 0.5481 data_time: 0.0083 memory: 17431 loss: 1.1957 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1957 2023/06/07 00:06:15 - mmengine - INFO - Epoch(train) [29][ 400/5138] lr: 2.1852e-06 eta: 1:29:48 time: 0.5508 data_time: 0.0084 memory: 17431 loss: 1.5806 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5806 2023/06/07 00:07:10 - mmengine - INFO - Epoch(train) [29][ 500/5138] lr: 2.1852e-06 eta: 1:28:53 time: 0.5452 data_time: 0.0085 memory: 17431 loss: 0.9305 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9305 2023/06/07 00:08:05 - mmengine - INFO - Epoch(train) [29][ 600/5138] lr: 2.1852e-06 eta: 1:27:59 time: 0.5460 data_time: 0.0087 memory: 17431 loss: 1.3693 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3693 2023/06/07 00:09:00 - mmengine - INFO - Epoch(train) [29][ 700/5138] lr: 2.1852e-06 eta: 1:27:04 time: 0.5432 data_time: 0.0086 memory: 17431 loss: 1.0995 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0995 2023/06/07 00:09:54 - mmengine - INFO - Epoch(train) [29][ 800/5138] lr: 2.1852e-06 eta: 1:26:10 time: 0.5438 data_time: 0.0086 memory: 17431 loss: 1.2340 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2340 2023/06/07 00:10:49 - mmengine - INFO - Epoch(train) [29][ 900/5138] lr: 2.1852e-06 eta: 1:25:15 time: 0.5447 data_time: 0.0084 memory: 17431 loss: 1.3570 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3570 2023/06/07 00:11:45 - mmengine - INFO - Epoch(train) [29][1000/5138] lr: 2.1852e-06 eta: 1:24:21 time: 0.5717 data_time: 0.0084 memory: 17431 loss: 1.1152 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1152 2023/06/07 00:12:40 - mmengine - INFO - Epoch(train) [29][1100/5138] lr: 2.1852e-06 eta: 1:23:26 time: 0.5478 data_time: 0.0084 memory: 17431 loss: 1.9108 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9108 2023/06/07 00:13:00 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 00:13:35 - mmengine - INFO - Epoch(train) [29][1200/5138] lr: 2.1852e-06 eta: 1:22:32 time: 0.5474 data_time: 0.0086 memory: 17431 loss: 1.2613 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2613 2023/06/07 00:14:30 - mmengine - INFO - Epoch(train) [29][1300/5138] lr: 2.1852e-06 eta: 1:21:37 time: 0.5647 data_time: 0.0076 memory: 17431 loss: 1.1599 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1599 2023/06/07 00:15:25 - mmengine - INFO - Epoch(train) [29][1400/5138] lr: 2.1852e-06 eta: 1:20:43 time: 0.5459 data_time: 0.0084 memory: 17431 loss: 1.1540 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1540 2023/06/07 00:16:19 - mmengine - INFO - Epoch(train) [29][1500/5138] lr: 2.1852e-06 eta: 1:19:48 time: 0.5450 data_time: 0.0082 memory: 17431 loss: 1.0015 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0015 2023/06/07 00:17:15 - mmengine - INFO - Epoch(train) [29][1600/5138] lr: 2.1852e-06 eta: 1:18:53 time: 0.5513 data_time: 0.0082 memory: 17431 loss: 1.5116 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5116 2023/06/07 00:18:10 - mmengine - INFO - Epoch(train) [29][1700/5138] lr: 2.1852e-06 eta: 1:17:59 time: 0.5433 data_time: 0.0082 memory: 17431 loss: 1.2995 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2995 2023/06/07 00:19:05 - mmengine - INFO - Epoch(train) [29][1800/5138] lr: 2.1852e-06 eta: 1:17:04 time: 0.5502 data_time: 0.0083 memory: 17431 loss: 1.2598 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2598 2023/06/07 00:19:59 - mmengine - INFO - Epoch(train) [29][1900/5138] lr: 2.1852e-06 eta: 1:16:10 time: 0.5476 data_time: 0.0080 memory: 17431 loss: 0.9564 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9564 2023/06/07 00:20:54 - mmengine - INFO - Epoch(train) [29][2000/5138] lr: 2.1852e-06 eta: 1:15:15 time: 0.5447 data_time: 0.0085 memory: 17431 loss: 1.4267 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4267 2023/06/07 00:21:49 - mmengine - INFO - Epoch(train) [29][2100/5138] lr: 2.1852e-06 eta: 1:14:21 time: 0.5583 data_time: 0.0076 memory: 17431 loss: 1.1554 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1554 2023/06/07 00:22:09 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 00:22:44 - mmengine - INFO - Epoch(train) [29][2200/5138] lr: 2.1852e-06 eta: 1:13:26 time: 0.5437 data_time: 0.0088 memory: 17431 loss: 1.0450 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0450 2023/06/07 00:23:38 - mmengine - INFO - Epoch(train) [29][2300/5138] lr: 2.1852e-06 eta: 1:12:32 time: 0.5457 data_time: 0.0085 memory: 17431 loss: 1.1102 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1102 2023/06/07 00:24:33 - mmengine - INFO - Epoch(train) [29][2400/5138] lr: 2.1852e-06 eta: 1:11:37 time: 0.5445 data_time: 0.0088 memory: 17431 loss: 1.2873 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2873 2023/06/07 00:25:27 - mmengine - INFO - Epoch(train) [29][2500/5138] lr: 2.1852e-06 eta: 1:10:42 time: 0.5459 data_time: 0.0087 memory: 17431 loss: 1.4287 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4287 2023/06/07 00:26:23 - mmengine - INFO - Epoch(train) [29][2600/5138] lr: 2.1852e-06 eta: 1:09:48 time: 0.5487 data_time: 0.0086 memory: 17431 loss: 1.6075 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6075 2023/06/07 00:27:18 - mmengine - INFO - Epoch(train) [29][2700/5138] lr: 2.1852e-06 eta: 1:08:53 time: 0.5450 data_time: 0.0088 memory: 17431 loss: 1.0129 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0129 2023/06/07 00:28:12 - mmengine - INFO - Epoch(train) [29][2800/5138] lr: 2.1852e-06 eta: 1:07:59 time: 0.5469 data_time: 0.0086 memory: 17431 loss: 1.3195 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3195 2023/06/07 00:29:07 - mmengine - INFO - Epoch(train) [29][2900/5138] lr: 2.1852e-06 eta: 1:07:04 time: 0.5437 data_time: 0.0085 memory: 17431 loss: 1.5446 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5446 2023/06/07 00:30:02 - mmengine - INFO - Epoch(train) [29][3000/5138] lr: 2.1852e-06 eta: 1:06:10 time: 0.5455 data_time: 0.0081 memory: 17431 loss: 1.2726 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2726 2023/06/07 00:30:56 - mmengine - INFO - Epoch(train) [29][3100/5138] lr: 2.1852e-06 eta: 1:05:15 time: 0.5484 data_time: 0.0086 memory: 17431 loss: 1.3296 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3296 2023/06/07 00:31:16 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 00:31:51 - mmengine - INFO - Epoch(train) [29][3200/5138] lr: 2.1852e-06 eta: 1:04:21 time: 0.5453 data_time: 0.0083 memory: 17431 loss: 1.1496 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.1496 2023/06/07 00:32:46 - mmengine - INFO - Epoch(train) [29][3300/5138] lr: 2.1852e-06 eta: 1:03:26 time: 0.5577 data_time: 0.0083 memory: 17431 loss: 0.8717 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8717 2023/06/07 00:33:40 - mmengine - INFO - Epoch(train) [29][3400/5138] lr: 2.1852e-06 eta: 1:02:31 time: 0.5457 data_time: 0.0082 memory: 17431 loss: 1.3687 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3687 2023/06/07 00:34:35 - mmengine - INFO - Epoch(train) [29][3500/5138] lr: 2.1852e-06 eta: 1:01:37 time: 0.5493 data_time: 0.0084 memory: 17431 loss: 1.0906 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0906 2023/06/07 00:35:30 - mmengine - INFO - Epoch(train) [29][3600/5138] lr: 2.1852e-06 eta: 1:00:42 time: 0.5463 data_time: 0.0083 memory: 17431 loss: 1.2508 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.2508 2023/06/07 00:36:25 - mmengine - INFO - Epoch(train) [29][3700/5138] lr: 2.1852e-06 eta: 0:59:48 time: 0.5460 data_time: 0.0084 memory: 17431 loss: 1.2187 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.2187 2023/06/07 00:37:19 - mmengine - INFO - Epoch(train) [29][3800/5138] lr: 2.1852e-06 eta: 0:58:53 time: 0.5453 data_time: 0.0086 memory: 17431 loss: 0.8305 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 0.8305 2023/06/07 00:38:14 - mmengine - INFO - Epoch(train) [29][3900/5138] lr: 2.1852e-06 eta: 0:57:59 time: 0.5456 data_time: 0.0090 memory: 17431 loss: 0.9121 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9121 2023/06/07 00:39:08 - mmengine - INFO - Epoch(train) [29][4000/5138] lr: 2.1852e-06 eta: 0:57:04 time: 0.5449 data_time: 0.0087 memory: 17431 loss: 0.9778 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9778 2023/06/07 00:40:03 - mmengine - INFO - Epoch(train) [29][4100/5138] lr: 2.1852e-06 eta: 0:56:10 time: 0.5492 data_time: 0.0088 memory: 17431 loss: 1.0714 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0714 2023/06/07 00:40:23 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 00:40:58 - mmengine - INFO - Epoch(train) [29][4200/5138] lr: 2.1852e-06 eta: 0:55:15 time: 0.5532 data_time: 0.0084 memory: 17431 loss: 1.4269 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4269 2023/06/07 00:41:53 - mmengine - INFO - Epoch(train) [29][4300/5138] lr: 2.1852e-06 eta: 0:54:20 time: 0.5463 data_time: 0.0083 memory: 17431 loss: 1.5758 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5758 2023/06/07 00:42:47 - mmengine - INFO - Epoch(train) [29][4400/5138] lr: 2.1852e-06 eta: 0:53:26 time: 0.5442 data_time: 0.0088 memory: 17431 loss: 1.0370 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0370 2023/06/07 00:43:42 - mmengine - INFO - Epoch(train) [29][4500/5138] lr: 2.1852e-06 eta: 0:52:31 time: 0.5455 data_time: 0.0090 memory: 17431 loss: 1.2192 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2192 2023/06/07 00:44:36 - mmengine - INFO - Epoch(train) [29][4600/5138] lr: 2.1852e-06 eta: 0:51:37 time: 0.5437 data_time: 0.0086 memory: 17431 loss: 1.4786 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4786 2023/06/07 00:45:31 - mmengine - INFO - Epoch(train) [29][4700/5138] lr: 2.1852e-06 eta: 0:50:42 time: 0.5445 data_time: 0.0083 memory: 17431 loss: 1.6116 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6116 2023/06/07 00:46:26 - mmengine - INFO - Epoch(train) [29][4800/5138] lr: 2.1852e-06 eta: 0:49:48 time: 0.5442 data_time: 0.0084 memory: 17431 loss: 1.3516 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3516 2023/06/07 00:47:21 - mmengine - INFO - Epoch(train) [29][4900/5138] lr: 2.1852e-06 eta: 0:48:53 time: 0.5424 data_time: 0.0088 memory: 17431 loss: 1.1609 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1609 2023/06/07 00:48:15 - mmengine - INFO - Epoch(train) [29][5000/5138] lr: 2.1852e-06 eta: 0:47:58 time: 0.5460 data_time: 0.0086 memory: 17431 loss: 0.9861 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 0.9861 2023/06/07 00:49:10 - mmengine - INFO - Epoch(train) [29][5100/5138] lr: 2.1852e-06 eta: 0:47:04 time: 0.5611 data_time: 0.0083 memory: 17431 loss: 1.0243 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0243 2023/06/07 00:49:30 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 00:49:31 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 00:49:31 - mmengine - INFO - Epoch(train) [29][5138/5138] lr: 2.1852e-06 eta: 0:46:43 time: 0.5470 data_time: 0.0087 memory: 17431 loss: 1.3450 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3450 2023/06/07 00:50:27 - mmengine - INFO - Epoch(train) [30][ 100/5138] lr: 5.4781e-07 eta: 0:45:49 time: 0.5483 data_time: 0.0089 memory: 17431 loss: 1.0021 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0021 2023/06/07 00:51:22 - mmengine - INFO - Epoch(train) [30][ 200/5138] lr: 5.4781e-07 eta: 0:44:54 time: 0.5468 data_time: 0.0088 memory: 17431 loss: 1.6709 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6709 2023/06/07 00:52:16 - mmengine - INFO - Epoch(train) [30][ 300/5138] lr: 5.4781e-07 eta: 0:44:00 time: 0.5458 data_time: 0.0084 memory: 17431 loss: 1.7339 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7339 2023/06/07 00:53:11 - mmengine - INFO - Epoch(train) [30][ 400/5138] lr: 5.4781e-07 eta: 0:43:05 time: 0.5486 data_time: 0.0086 memory: 17431 loss: 1.4456 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4456 2023/06/07 00:54:06 - mmengine - INFO - Epoch(train) [30][ 500/5138] lr: 5.4781e-07 eta: 0:42:10 time: 0.5462 data_time: 0.0089 memory: 17431 loss: 1.2279 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2279 2023/06/07 00:55:01 - mmengine - INFO - Epoch(train) [30][ 600/5138] lr: 5.4781e-07 eta: 0:41:16 time: 0.5473 data_time: 0.0083 memory: 17431 loss: 1.1207 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1207 2023/06/07 00:55:55 - mmengine - INFO - Epoch(train) [30][ 700/5138] lr: 5.4781e-07 eta: 0:40:21 time: 0.5453 data_time: 0.0086 memory: 17431 loss: 1.8907 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8907 2023/06/07 00:56:50 - mmengine - INFO - Epoch(train) [30][ 800/5138] lr: 5.4781e-07 eta: 0:39:27 time: 0.5472 data_time: 0.0083 memory: 17431 loss: 1.3543 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3543 2023/06/07 00:57:44 - mmengine - INFO - Epoch(train) [30][ 900/5138] lr: 5.4781e-07 eta: 0:38:32 time: 0.5445 data_time: 0.0085 memory: 17431 loss: 0.9324 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9324 2023/06/07 00:58:38 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 00:58:39 - mmengine - INFO - Epoch(train) [30][1000/5138] lr: 5.4781e-07 eta: 0:37:38 time: 0.5459 data_time: 0.0086 memory: 17431 loss: 0.9077 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9077 2023/06/07 00:59:34 - mmengine - INFO - Epoch(train) [30][1100/5138] lr: 5.4781e-07 eta: 0:36:43 time: 0.5508 data_time: 0.0083 memory: 17431 loss: 1.1704 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.1704 2023/06/07 01:00:30 - mmengine - INFO - Epoch(train) [30][1200/5138] lr: 5.4781e-07 eta: 0:35:48 time: 0.5564 data_time: 0.0084 memory: 17431 loss: 0.8940 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.8940 2023/06/07 01:01:25 - mmengine - INFO - Epoch(train) [30][1300/5138] lr: 5.4781e-07 eta: 0:34:54 time: 0.5490 data_time: 0.0083 memory: 17431 loss: 1.2084 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2084 2023/06/07 01:02:20 - mmengine - INFO - Epoch(train) [30][1400/5138] lr: 5.4781e-07 eta: 0:33:59 time: 0.5515 data_time: 0.0085 memory: 17431 loss: 1.1477 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1477 2023/06/07 01:03:15 - mmengine - INFO - Epoch(train) [30][1500/5138] lr: 5.4781e-07 eta: 0:33:05 time: 0.5487 data_time: 0.0083 memory: 17431 loss: 1.0026 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.0026 2023/06/07 01:04:09 - mmengine - INFO - Epoch(train) [30][1600/5138] lr: 5.4781e-07 eta: 0:32:10 time: 0.5457 data_time: 0.0089 memory: 17431 loss: 1.0374 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.0374 2023/06/07 01:05:05 - mmengine - INFO - Epoch(train) [30][1700/5138] lr: 5.4781e-07 eta: 0:31:16 time: 0.5494 data_time: 0.0086 memory: 17431 loss: 1.0574 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0574 2023/06/07 01:05:59 - mmengine - INFO - Epoch(train) [30][1800/5138] lr: 5.4781e-07 eta: 0:30:21 time: 0.5437 data_time: 0.0086 memory: 17431 loss: 1.0882 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.0882 2023/06/07 01:06:54 - mmengine - INFO - Epoch(train) [30][1900/5138] lr: 5.4781e-07 eta: 0:29:27 time: 0.5446 data_time: 0.0087 memory: 17431 loss: 1.1111 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1111 2023/06/07 01:07:48 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 01:07:49 - mmengine - INFO - Epoch(train) [30][2000/5138] lr: 5.4781e-07 eta: 0:28:32 time: 0.5503 data_time: 0.0092 memory: 17431 loss: 1.2782 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2782 2023/06/07 01:08:44 - mmengine - INFO - Epoch(train) [30][2100/5138] lr: 5.4781e-07 eta: 0:27:37 time: 0.5470 data_time: 0.0083 memory: 17431 loss: 1.1868 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1868 2023/06/07 01:09:38 - mmengine - INFO - Epoch(train) [30][2200/5138] lr: 5.4781e-07 eta: 0:26:43 time: 0.5449 data_time: 0.0083 memory: 17431 loss: 1.2506 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2506 2023/06/07 01:10:33 - mmengine - INFO - Epoch(train) [30][2300/5138] lr: 5.4781e-07 eta: 0:25:48 time: 0.5450 data_time: 0.0086 memory: 17431 loss: 1.1484 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1484 2023/06/07 01:11:28 - mmengine - INFO - Epoch(train) [30][2400/5138] lr: 5.4781e-07 eta: 0:24:54 time: 0.5511 data_time: 0.0087 memory: 17431 loss: 1.4041 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4041 2023/06/07 01:12:23 - mmengine - INFO - Epoch(train) [30][2500/5138] lr: 5.4781e-07 eta: 0:23:59 time: 0.5537 data_time: 0.0082 memory: 17431 loss: 1.0517 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0517 2023/06/07 01:13:17 - mmengine - INFO - Epoch(train) [30][2600/5138] lr: 5.4781e-07 eta: 0:23:05 time: 0.5439 data_time: 0.0086 memory: 17431 loss: 1.3331 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3331 2023/06/07 01:14:12 - mmengine - INFO - Epoch(train) [30][2700/5138] lr: 5.4781e-07 eta: 0:22:10 time: 0.5454 data_time: 0.0088 memory: 17431 loss: 1.2212 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2212 2023/06/07 01:15:06 - mmengine - INFO - Epoch(train) [30][2800/5138] lr: 5.4781e-07 eta: 0:21:15 time: 0.5499 data_time: 0.0085 memory: 17431 loss: 1.4474 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4474 2023/06/07 01:16:01 - mmengine - INFO - Epoch(train) [30][2900/5138] lr: 5.4781e-07 eta: 0:20:21 time: 0.5461 data_time: 0.0087 memory: 17431 loss: 1.1562 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1562 2023/06/07 01:16:54 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 01:16:55 - mmengine - INFO - Epoch(train) [30][3000/5138] lr: 5.4781e-07 eta: 0:19:26 time: 0.5434 data_time: 0.0083 memory: 17431 loss: 1.2701 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2701 2023/06/07 01:17:51 - mmengine - INFO - Epoch(train) [30][3100/5138] lr: 5.4781e-07 eta: 0:18:32 time: 0.5441 data_time: 0.0086 memory: 17431 loss: 1.4806 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4806 2023/06/07 01:18:46 - mmengine - INFO - Epoch(train) [30][3200/5138] lr: 5.4781e-07 eta: 0:17:37 time: 0.5459 data_time: 0.0084 memory: 17431 loss: 0.6284 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.6284 2023/06/07 01:19:41 - mmengine - INFO - Epoch(train) [30][3300/5138] lr: 5.4781e-07 eta: 0:16:43 time: 0.5482 data_time: 0.0082 memory: 17431 loss: 0.9910 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9910 2023/06/07 01:20:35 - mmengine - INFO - Epoch(train) [30][3400/5138] lr: 5.4781e-07 eta: 0:15:48 time: 0.5457 data_time: 0.0082 memory: 17431 loss: 1.3276 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3276 2023/06/07 01:21:30 - mmengine - INFO - Epoch(train) [30][3500/5138] lr: 5.4781e-07 eta: 0:14:53 time: 0.5451 data_time: 0.0085 memory: 17431 loss: 1.1996 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1996 2023/06/07 01:22:25 - mmengine - INFO - Epoch(train) [30][3600/5138] lr: 5.4781e-07 eta: 0:13:59 time: 0.5568 data_time: 0.0081 memory: 17431 loss: 1.2118 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.2118 2023/06/07 01:23:20 - mmengine - INFO - Epoch(train) [30][3700/5138] lr: 5.4781e-07 eta: 0:13:04 time: 0.5439 data_time: 0.0082 memory: 17431 loss: 1.4605 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4605 2023/06/07 01:24:15 - mmengine - INFO - Epoch(train) [30][3800/5138] lr: 5.4781e-07 eta: 0:12:10 time: 0.5484 data_time: 0.0083 memory: 17431 loss: 1.2600 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2600 2023/06/07 01:25:10 - mmengine - INFO - Epoch(train) [30][3900/5138] lr: 5.4781e-07 eta: 0:11:15 time: 0.5586 data_time: 0.0080 memory: 17431 loss: 1.6178 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6178 2023/06/07 01:26:03 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 01:26:04 - mmengine - INFO - Epoch(train) [30][4000/5138] lr: 5.4781e-07 eta: 0:10:21 time: 0.5441 data_time: 0.0083 memory: 17431 loss: 1.2057 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2057 2023/06/07 01:26:59 - mmengine - INFO - Epoch(train) [30][4100/5138] lr: 5.4781e-07 eta: 0:09:26 time: 0.5484 data_time: 0.0081 memory: 17431 loss: 1.7071 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7071 2023/06/07 01:27:53 - mmengine - INFO - Epoch(train) [30][4200/5138] lr: 5.4781e-07 eta: 0:08:31 time: 0.5456 data_time: 0.0082 memory: 17431 loss: 1.1883 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.1883 2023/06/07 01:28:48 - mmengine - INFO - Epoch(train) [30][4300/5138] lr: 5.4781e-07 eta: 0:07:37 time: 0.5448 data_time: 0.0085 memory: 17431 loss: 1.1132 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.1132 2023/06/07 01:29:43 - mmengine - INFO - Epoch(train) [30][4400/5138] lr: 5.4781e-07 eta: 0:06:42 time: 0.5532 data_time: 0.0078 memory: 17431 loss: 1.1346 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1346 2023/06/07 01:30:38 - mmengine - INFO - Epoch(train) [30][4500/5138] lr: 5.4781e-07 eta: 0:05:48 time: 0.5478 data_time: 0.0087 memory: 17431 loss: 1.8051 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8051 2023/06/07 01:31:33 - mmengine - INFO - Epoch(train) [30][4600/5138] lr: 5.4781e-07 eta: 0:04:53 time: 0.5469 data_time: 0.0083 memory: 17431 loss: 1.1065 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.1065 2023/06/07 01:32:28 - mmengine - INFO - Epoch(train) [30][4700/5138] lr: 5.4781e-07 eta: 0:03:59 time: 0.5467 data_time: 0.0084 memory: 17431 loss: 1.0330 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.0330 2023/06/07 01:33:22 - mmengine - INFO - Epoch(train) [30][4800/5138] lr: 5.4781e-07 eta: 0:03:04 time: 0.5481 data_time: 0.0083 memory: 17431 loss: 1.1803 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1803 2023/06/07 01:34:18 - mmengine - INFO - Epoch(train) [30][4900/5138] lr: 5.4781e-07 eta: 0:02:09 time: 0.5468 data_time: 0.0086 memory: 17431 loss: 1.0237 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0237 2023/06/07 01:35:11 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 01:35:13 - mmengine - INFO - Epoch(train) [30][5000/5138] lr: 5.4781e-07 eta: 0:01:15 time: 0.5447 data_time: 0.0087 memory: 17431 loss: 1.0480 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.0480 2023/06/07 01:36:07 - mmengine - INFO - Epoch(train) [30][5100/5138] lr: 5.4781e-07 eta: 0:00:20 time: 0.5472 data_time: 0.0085 memory: 17431 loss: 1.4975 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4975 2023/06/07 01:36:28 - mmengine - INFO - Exp name: swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb_20230606_014350 2023/06/07 01:36:28 - mmengine - INFO - Epoch(train) [30][5138/5138] lr: 5.4781e-07 eta: 0:00:00 time: 0.5280 data_time: 0.0084 memory: 17431 loss: 0.9324 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9324 2023/06/07 01:36:28 - mmengine - INFO - Saving checkpoint at 30 epochs 2023/06/07 01:37:04 - mmengine - INFO - Epoch(val) [30][100/520] eta: 0:01:35 time: 0.2208 data_time: 0.0050 memory: 3719 2023/06/07 01:37:26 - mmengine - INFO - Epoch(val) [30][200/520] eta: 0:01:11 time: 0.2209 data_time: 0.0051 memory: 3719 2023/06/07 01:37:48 - mmengine - INFO - Epoch(val) [30][300/520] eta: 0:00:49 time: 0.2209 data_time: 0.0050 memory: 3719 2023/06/07 01:38:10 - mmengine - INFO - Epoch(val) [30][400/520] eta: 0:00:26 time: 0.2209 data_time: 0.0049 memory: 3719 2023/06/07 01:38:32 - mmengine - INFO - Epoch(val) [30][500/520] eta: 0:00:04 time: 0.2206 data_time: 0.0046 memory: 3719 2023/06/07 01:40:53 - mmengine - INFO - Epoch(val) [30][520/520] acc/top1: 0.7043 acc/top5: 0.8870 acc/mean1: 0.6990 data_time: 0.0061 time: 0.2216 2023/06/07 01:40:54 - mmengine - INFO - The previous best checkpoint /mnt/data/mmact/lilin/Repos/mmaction2/work_dirs/swin-small-p244-w877_in1k-pre_8xb8-amp-32x2x1-30e_kinetics710-rgb/best_acc_top1_epoch_27.pth is removed 2023/06/07 01:40:59 - mmengine - INFO - The best checkpoint with 0.7043 acc/top1 at 30 epoch is saved to best_acc_top1_epoch_30.pth.