2023/07/19 21:54:16 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.9.13 (main, Aug 25 2022, 23:26:10) [GCC 11.2.0] CUDA available: True numpy_random_seed: 1060863358 GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB CUDA_HOME: /usr/local/cuda-11.3 GCC: gcc (GCC) 5.4.0 PyTorch: 1.11.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e) - 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_61,code=sm_61;-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;-gencode;arch=compute_37,code=compute_37 - CuDNN 8.2 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.11.0, 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: 0.12.0 OpenCV: 4.6.0 MMEngine: 0.7.3 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: 1060863358 diff_rank_seed: False deterministic: False Distributed launcher: pytorch Distributed training: True GPU number: 8 ------------------------------------------------------------ 2023/07/19 21:54:17 - mmengine - INFO - Config: default_scope = 'mmaction' default_hooks = dict( runtime_info=dict(type='RuntimeInfoHook'), timer=dict(type='IterTimerHook'), logger=dict(type='LoggerHook', interval=20, ignore_last=False), param_scheduler=dict(type='ParamSchedulerHook'), checkpoint=dict( type='CheckpointHook', interval=1, save_best='auto', max_keep_ckpts=3), 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 model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowOnly', depth=50, pretrained=None, in_channels=17, base_channels=32, num_stages=3, out_indices=(2, ), stage_blocks=(3, 4, 6), conv1_stride_s=1, pool1_stride_s=1, inflate=(0, 1, 1), spatial_strides=(2, 2, 2), temporal_strides=(1, 1, 2), dilations=(1, 1, 1)), cls_head=dict( type='I3DHead', in_channels=512, num_classes=400, spatial_type='avg', dropout_ratio=0.5, average_clips='prob')) dataset_type = 'PoseDataset' data_root = 'data/skeleton/kpfiles' ann_file = 'data/skeleton/k400_2d.pkl' left_kp = [1, 3, 5, 7, 9, 11, 13, 15] right_kp = [2, 4, 6, 8, 10, 12, 14, 16] box_thr = 0.5 valid_ratio = 0.0 train_pipeline = [ dict(type='DecompressPose', squeeze=True), dict(type='UniformSampleFrames', clip_len=48), dict(type='PoseDecode'), dict(type='PoseCompact', hw_ratio=1.0, allow_imgpad=True), dict(type='Resize', scale=(-1, 64)), dict(type='RandomResizedCrop', area_range=(0.56, 1.0)), dict(type='Resize', scale=(56, 56), keep_ratio=False), dict( type='Flip', flip_ratio=0.5, left_kp=[1, 3, 5, 7, 9, 11, 13, 15], right_kp=[2, 4, 6, 8, 10, 12, 14, 16]), dict(type='GeneratePoseTarget', with_kp=True, with_limb=False), dict(type='FormatShape', input_format='NCTHW_Heatmap'), dict(type='PackActionInputs') ] val_pipeline = [ dict(type='DecompressPose', squeeze=True), dict(type='UniformSampleFrames', clip_len=48, num_clips=1, test_mode=True), dict(type='PoseDecode'), dict(type='PoseCompact', hw_ratio=1.0, allow_imgpad=True), dict(type='Resize', scale=(64, 64), keep_ratio=False), dict(type='GeneratePoseTarget', with_kp=True, with_limb=False), dict(type='FormatShape', input_format='NCTHW_Heatmap'), dict(type='PackActionInputs') ] test_pipeline = [ dict(type='DecompressPose', squeeze=True), dict( type='UniformSampleFrames', clip_len=48, num_clips=10, test_mode=True), dict(type='PoseDecode'), dict(type='PoseCompact', hw_ratio=1.0, allow_imgpad=True), dict(type='Resize', scale=(64, 64), keep_ratio=False), dict( type='GeneratePoseTarget', with_kp=True, with_limb=False, double=True, left_kp=[1, 3, 5, 7, 9, 11, 13, 15], right_kp=[2, 4, 6, 8, 10, 12, 14, 16]), dict(type='FormatShape', input_format='NCTHW_Heatmap'), dict(type='PackActionInputs') ] train_dataloader = dict( batch_size=32, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=True), dataset=dict( type='RepeatDataset', times=10, dataset=dict( type='PoseDataset', ann_file='data/skeleton/k400_2d.pkl', split='train', pipeline=[ dict(type='DecompressPose', squeeze=True), dict(type='UniformSampleFrames', clip_len=48), dict(type='PoseDecode'), dict(type='PoseCompact', hw_ratio=1.0, allow_imgpad=True), dict(type='Resize', scale=(-1, 64)), dict(type='RandomResizedCrop', area_range=(0.56, 1.0)), dict(type='Resize', scale=(56, 56), keep_ratio=False), dict( type='Flip', flip_ratio=0.5, left_kp=[1, 3, 5, 7, 9, 11, 13, 15], right_kp=[2, 4, 6, 8, 10, 12, 14, 16]), dict(type='GeneratePoseTarget', with_kp=True, with_limb=False), dict(type='FormatShape', input_format='NCTHW_Heatmap'), dict(type='PackActionInputs') ], box_thr=0.5, data_prefix=dict(skeleton='data/skeleton/kpfiles')))) val_dataloader = dict( batch_size=32, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='PoseDataset', ann_file='data/skeleton/k400_2d.pkl', split='val', pipeline=[ dict(type='DecompressPose', squeeze=True), dict( type='UniformSampleFrames', clip_len=48, num_clips=1, test_mode=True), dict(type='PoseDecode'), dict(type='PoseCompact', hw_ratio=1.0, allow_imgpad=True), dict(type='Resize', scale=(64, 64), keep_ratio=False), dict(type='GeneratePoseTarget', with_kp=True, with_limb=False), dict(type='FormatShape', input_format='NCTHW_Heatmap'), dict(type='PackActionInputs') ], box_thr=0.5, data_prefix=dict(skeleton='data/skeleton/kpfiles'), test_mode=True)) test_dataloader = dict( batch_size=1, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='PoseDataset', ann_file='data/skeleton/k400_2d.pkl', split='val', pipeline=[ dict(type='DecompressPose', squeeze=True), dict( type='UniformSampleFrames', clip_len=48, num_clips=10, test_mode=True), dict(type='PoseDecode'), dict(type='PoseCompact', hw_ratio=1.0, allow_imgpad=True), dict(type='Resize', scale=(64, 64), keep_ratio=False), dict( type='GeneratePoseTarget', with_kp=True, with_limb=False, double=True, left_kp=[1, 3, 5, 7, 9, 11, 13, 15], right_kp=[2, 4, 6, 8, 10, 12, 14, 16]), dict(type='FormatShape', input_format='NCTHW_Heatmap'), dict(type='PackActionInputs') ], box_thr=0.5, data_prefix=dict(skeleton='data/skeleton/kpfiles'), test_mode=True)) val_evaluator = dict(type='AccMetric') test_evaluator = dict(type='AccMetric') train_cfg = dict( type='EpochBasedTrainLoop', max_epochs=24, val_begin=1, val_interval=1) val_cfg = dict(type='ValLoop') test_cfg = dict(type='TestLoop') param_scheduler = [ dict( type='CosineAnnealingLR', eta_min=0, T_max=24, by_epoch=True, convert_to_iter_based=True) ] optim_wrapper = dict( optimizer=dict(type='SGD', lr=0.4, momentum=0.9, weight_decay=0.0001), clip_grad=dict(max_norm=40, norm_type=2)) auto_scale_lr = dict(enable=False, base_batch_size=256) launcher = 'pytorch' work_dir = './work_dirs/slowonly_r50_8xb32-u48-240e_k400-keypoint' randomness = dict(seed=None, diff_rank_seed=False, deterministic=False) 2023/07/19 21:54:20 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (BELOW_NORMAL) LoggerHook -------------------- before_train: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (VERY_LOW ) CheckpointHook -------------------- before_train_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) DistSamplerSeedHook -------------------- before_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook -------------------- after_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train_epoch: (NORMAL ) IterTimerHook (NORMAL ) SyncBuffersHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val_epoch: (NORMAL ) IterTimerHook (NORMAL ) SyncBuffersHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train: (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2023/07/19 21:54:33 - mmengine - INFO - 239737 videos remain after valid thresholding 2023/07/19 21:54:51 - mmengine - INFO - 19743 videos remain after valid thresholding Name of parameter - Initialization information backbone.conv1.conv.weight - torch.Size([32, 17, 1, 7, 7]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.conv1.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.conv1.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.0.conv1.conv.weight - torch.Size([32, 32, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv1.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.0.conv1.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.0.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv2.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.0.conv2.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.0.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv3.bn.weight - torch.Size([128]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv3.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.0.downsample.conv.weight - torch.Size([128, 32, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.downsample.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.0.downsample.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.1.conv1.conv.weight - torch.Size([32, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv1.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.1.conv1.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.1.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv2.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.1.conv2.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.1.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv3.bn.weight - torch.Size([128]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv3.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.2.conv1.conv.weight - torch.Size([32, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv1.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.2.conv1.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.2.conv2.conv.weight - torch.Size([32, 32, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv2.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.2.conv2.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer1.2.conv3.conv.weight - torch.Size([128, 32, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv3.bn.weight - torch.Size([128]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv3.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.0.conv1.conv.weight - torch.Size([64, 128, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.0.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.0.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.0.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.0.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.0.downsample.conv.weight - torch.Size([256, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.downsample.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.0.downsample.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.1.conv1.conv.weight - torch.Size([64, 256, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.1.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.1.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.1.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.1.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.2.conv1.conv.weight - torch.Size([64, 256, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.2.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.2.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.2.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.2.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.3.conv1.conv.weight - torch.Size([64, 256, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.3.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.3.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.3.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer2.3.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.0.conv1.conv.weight - torch.Size([128, 256, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.0.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.0.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.0.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.0.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.0.downsample.conv.weight - torch.Size([512, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.downsample.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.0.downsample.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.1.conv1.conv.weight - torch.Size([128, 512, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.1.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.1.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.1.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.1.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.2.conv1.conv.weight - torch.Size([128, 512, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.2.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.2.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.2.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.2.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.3.conv1.conv.weight - torch.Size([128, 512, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.3.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.3.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.3.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.3.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.4.conv1.conv.weight - torch.Size([128, 512, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.4.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.4.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.4.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.4.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.5.conv1.conv.weight - torch.Size([128, 512, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.5.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.5.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.5.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of Recognizer3D backbone.layer3.5.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of Recognizer3D cls_head.fc_cls.weight - torch.Size([400, 512]): Initialized by user-defined `init_weights` in I3DHead cls_head.fc_cls.bias - torch.Size([400]): Initialized by user-defined `init_weights` in I3DHead 2023/07/19 21:54:52 - mmengine - WARNING - "FileClient" will be deprecated in future. Please use io functions in https://mmengine.readthedocs.io/en/latest/api/fileio.html#file-io 2023/07/19 21:54:52 - mmengine - WARNING - "HardDiskBackend" is the alias of "LocalBackend" and the former will be deprecated in future. 2023/07/19 21:54:52 - mmengine - INFO - Checkpoints will be saved to /mnt/petrelfs/daiwenxun/mmlab/mmaction2/work_dirs/slowonly_r50_8xb32-u48-240e_k400-keypoint. 2023/07/19 21:55:14 - mmengine - INFO - Epoch(train) [1][ 20/9365] lr: 4.0000e-01 eta: 2 days, 19:58:01 time: 1.0887 data_time: 0.4877 memory: 16132 grad_norm: 0.5270 loss: 5.9426 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.9426 2023/07/19 21:55:28 - mmengine - INFO - Epoch(train) [1][ 40/9365] lr: 4.0000e-01 eta: 2 days, 7:08:55 time: 0.6782 data_time: 0.0991 memory: 16132 grad_norm: 0.3446 loss: 5.8252 top1_acc: 0.0000 top5_acc: 0.0312 loss_cls: 5.8252 2023/07/19 21:55:41 - mmengine - INFO - Epoch(train) [1][ 60/9365] lr: 4.0000e-01 eta: 2 days, 2:39:58 time: 0.6683 data_time: 0.0992 memory: 16132 grad_norm: 0.3918 loss: 5.7183 top1_acc: 0.0000 top5_acc: 0.0312 loss_cls: 5.7183 2023/07/19 21:55:54 - mmengine - INFO - Epoch(train) [1][ 80/9365] lr: 4.0000e-01 eta: 2 days, 0:36:04 time: 0.6797 data_time: 0.0907 memory: 16132 grad_norm: 0.4347 loss: 5.6326 top1_acc: 0.0000 top5_acc: 0.0938 loss_cls: 5.6326 2023/07/19 21:56:08 - mmengine - INFO - Epoch(train) [1][ 100/9365] lr: 4.0000e-01 eta: 1 day, 23:17:30 time: 0.6742 data_time: 0.1191 memory: 16132 grad_norm: 0.4697 loss: 5.5641 top1_acc: 0.0312 top5_acc: 0.0625 loss_cls: 5.5641 2023/07/19 21:56:21 - mmengine - INFO - Epoch(train) [1][ 120/9365] lr: 4.0000e-01 eta: 1 day, 22:14:56 time: 0.6579 data_time: 0.1091 memory: 16132 grad_norm: 0.4804 loss: 5.4795 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4795 2023/07/19 21:56:34 - mmengine - INFO - Epoch(train) [1][ 140/9365] lr: 4.0000e-01 eta: 1 day, 21:09:18 time: 0.6189 data_time: 0.1090 memory: 16132 grad_norm: 0.5013 loss: 5.4174 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.4174 2023/07/19 21:56:47 - mmengine - INFO - Epoch(train) [1][ 160/9365] lr: 4.0000e-01 eta: 1 day, 20:38:48 time: 0.6590 data_time: 0.1034 memory: 16132 grad_norm: 0.5054 loss: 5.3899 top1_acc: 0.0000 top5_acc: 0.0938 loss_cls: 5.3899 2023/07/19 21:56:59 - mmengine - INFO - Epoch(train) [1][ 180/9365] lr: 4.0000e-01 eta: 1 day, 19:54:06 time: 0.6087 data_time: 0.0773 memory: 16132 grad_norm: 0.5463 loss: 5.2219 top1_acc: 0.0625 top5_acc: 0.1250 loss_cls: 5.2219 2023/07/19 21:57:12 - mmengine - INFO - Epoch(train) [1][ 200/9365] lr: 4.0000e-01 eta: 1 day, 19:36:21 time: 0.6569 data_time: 0.0914 memory: 16132 grad_norm: 0.5084 loss: 5.2284 top1_acc: 0.0000 top5_acc: 0.0938 loss_cls: 5.2284 2023/07/19 21:57:24 - mmengine - INFO - Epoch(train) [1][ 220/9365] lr: 4.0000e-01 eta: 1 day, 19:09:34 time: 0.6210 data_time: 0.0910 memory: 16132 grad_norm: 0.5023 loss: 5.1984 top1_acc: 0.0000 top5_acc: 0.0312 loss_cls: 5.1984 2023/07/19 21:57:37 - mmengine - INFO - Epoch(train) [1][ 240/9365] lr: 4.0000e-01 eta: 1 day, 18:53:30 time: 0.6412 data_time: 0.1142 memory: 16132 grad_norm: 0.5146 loss: 5.1937 top1_acc: 0.0312 top5_acc: 0.0312 loss_cls: 5.1937 2023/07/19 21:57:50 - mmengine - INFO - Epoch(train) [1][ 260/9365] lr: 4.0000e-01 eta: 1 day, 18:32:00 time: 0.6138 data_time: 0.0773 memory: 16132 grad_norm: 0.4905 loss: 5.1432 top1_acc: 0.0312 top5_acc: 0.1250 loss_cls: 5.1432 2023/07/19 21:58:02 - mmengine - INFO - Epoch(train) [1][ 280/9365] lr: 4.0000e-01 eta: 1 day, 18:21:25 time: 0.6433 data_time: 0.0798 memory: 16132 grad_norm: 0.5088 loss: 5.0205 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0205 2023/07/19 21:58:15 - mmengine - INFO - Epoch(train) [1][ 300/9365] lr: 4.0000e-01 eta: 1 day, 18:04:33 time: 0.6125 data_time: 0.0752 memory: 16132 grad_norm: 0.5085 loss: 4.9903 top1_acc: 0.0312 top5_acc: 0.1562 loss_cls: 4.9903 2023/07/19 21:58:27 - mmengine - INFO - Epoch(train) [1][ 320/9365] lr: 4.0000e-01 eta: 1 day, 17:56:00 time: 0.6392 data_time: 0.0777 memory: 16132 grad_norm: 0.4965 loss: 5.0632 top1_acc: 0.0312 top5_acc: 0.1250 loss_cls: 5.0632 2023/07/19 21:58:40 - mmengine - INFO - Epoch(train) [1][ 340/9365] lr: 4.0000e-01 eta: 1 day, 17:48:27 time: 0.6393 data_time: 0.1130 memory: 16132 grad_norm: 0.4912 loss: 5.0301 top1_acc: 0.0625 top5_acc: 0.1562 loss_cls: 5.0301 2023/07/19 21:58:53 - mmengine - INFO - Epoch(train) [1][ 360/9365] lr: 4.0000e-01 eta: 1 day, 17:39:19 time: 0.6277 data_time: 0.1017 memory: 16132 grad_norm: 0.4952 loss: 5.0253 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 5.0253 2023/07/19 21:59:06 - mmengine - INFO - Epoch(train) [1][ 380/9365] lr: 4.0000e-01 eta: 1 day, 17:33:05 time: 0.6377 data_time: 0.0931 memory: 16132 grad_norm: 0.5104 loss: 4.9427 top1_acc: 0.0312 top5_acc: 0.1250 loss_cls: 4.9427 2023/07/19 21:59:18 - mmengine - INFO - Epoch(train) [1][ 400/9365] lr: 4.0000e-01 eta: 1 day, 17:25:34 time: 0.6277 data_time: 0.0937 memory: 16132 grad_norm: 0.4991 loss: 4.9546 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9546 2023/07/19 21:59:31 - mmengine - INFO - Epoch(train) [1][ 420/9365] lr: 4.0000e-01 eta: 1 day, 17:20:12 time: 0.6358 data_time: 0.0787 memory: 16132 grad_norm: 0.5152 loss: 4.9913 top1_acc: 0.0938 top5_acc: 0.1250 loss_cls: 4.9913 2023/07/19 21:59:44 - mmengine - INFO - Epoch(train) [1][ 440/9365] lr: 4.0000e-01 eta: 1 day, 17:16:56 time: 0.6454 data_time: 0.0718 memory: 16132 grad_norm: 0.5125 loss: 4.9121 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 4.9121 2023/07/19 21:59:57 - mmengine - INFO - Epoch(train) [1][ 460/9365] lr: 4.0000e-01 eta: 1 day, 17:13:06 time: 0.6402 data_time: 0.0780 memory: 16132 grad_norm: 0.5209 loss: 4.8919 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 4.8919 2023/07/19 22:00:09 - mmengine - INFO - Epoch(train) [1][ 480/9365] lr: 4.0000e-01 eta: 1 day, 17:08:54 time: 0.6360 data_time: 0.0761 memory: 16132 grad_norm: 0.5315 loss: 4.8970 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 4.8970 2023/07/19 22:00:22 - mmengine - INFO - Epoch(train) [1][ 500/9365] lr: 4.0000e-01 eta: 1 day, 17:04:57 time: 0.6355 data_time: 0.0928 memory: 16132 grad_norm: 0.5358 loss: 4.9734 top1_acc: 0.0312 top5_acc: 0.2500 loss_cls: 4.9734 2023/07/19 22:00:35 - mmengine - INFO - Epoch(train) [1][ 520/9365] lr: 3.9999e-01 eta: 1 day, 17:01:34 time: 0.6375 data_time: 0.1366 memory: 16132 grad_norm: 0.5467 loss: 4.8596 top1_acc: 0.0000 top5_acc: 0.0938 loss_cls: 4.8596 2023/07/19 22:00:47 - mmengine - INFO - Epoch(train) [1][ 540/9365] lr: 3.9999e-01 eta: 1 day, 16:57:12 time: 0.6287 data_time: 0.0797 memory: 16132 grad_norm: 0.5226 loss: 4.8830 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8830 2023/07/19 22:00:59 - mmengine - INFO - Epoch(train) [1][ 560/9365] lr: 3.9999e-01 eta: 1 day, 16:50:52 time: 0.6116 data_time: 0.0862 memory: 16132 grad_norm: 0.5160 loss: 4.8323 top1_acc: 0.0312 top5_acc: 0.2500 loss_cls: 4.8323 2023/07/19 22:01:12 - mmengine - INFO - Epoch(train) [1][ 580/9365] lr: 3.9999e-01 eta: 1 day, 16:46:45 time: 0.6256 data_time: 0.1238 memory: 16132 grad_norm: 0.5489 loss: 4.8063 top1_acc: 0.0625 top5_acc: 0.2500 loss_cls: 4.8063 2023/07/19 22:01:24 - mmengine - INFO - Epoch(train) [1][ 600/9365] lr: 3.9999e-01 eta: 1 day, 16:38:55 time: 0.5937 data_time: 0.0926 memory: 16132 grad_norm: 0.5617 loss: 4.7293 top1_acc: 0.0312 top5_acc: 0.1875 loss_cls: 4.7293 2023/07/19 22:01:37 - mmengine - INFO - Epoch(train) [1][ 620/9365] lr: 3.9999e-01 eta: 1 day, 16:37:18 time: 0.6413 data_time: 0.0783 memory: 16132 grad_norm: 0.5549 loss: 4.8018 top1_acc: 0.0938 top5_acc: 0.2812 loss_cls: 4.8018 2023/07/19 22:01:50 - mmengine - INFO - Epoch(train) [1][ 640/9365] lr: 3.9999e-01 eta: 1 day, 16:36:20 time: 0.6460 data_time: 0.0733 memory: 16132 grad_norm: 0.5766 loss: 4.8677 top1_acc: 0.0938 top5_acc: 0.1562 loss_cls: 4.8677 2023/07/19 22:02:02 - mmengine - INFO - Epoch(train) [1][ 660/9365] lr: 3.9999e-01 eta: 1 day, 16:34:28 time: 0.6376 data_time: 0.0799 memory: 16132 grad_norm: 0.5393 loss: 4.8199 top1_acc: 0.0312 top5_acc: 0.1562 loss_cls: 4.8199 2023/07/19 22:02:15 - mmengine - INFO - Epoch(train) [1][ 680/9365] lr: 3.9999e-01 eta: 1 day, 16:32:13 time: 0.6333 data_time: 0.0826 memory: 16132 grad_norm: 0.5793 loss: 4.7509 top1_acc: 0.0938 top5_acc: 0.2812 loss_cls: 4.7509 2023/07/19 22:02:28 - mmengine - INFO - Epoch(train) [1][ 700/9365] lr: 3.9999e-01 eta: 1 day, 16:33:02 time: 0.6609 data_time: 0.0815 memory: 16132 grad_norm: 0.5726 loss: 4.6273 top1_acc: 0.0938 top5_acc: 0.2812 loss_cls: 4.6273 2023/07/19 22:02:41 - mmengine - INFO - Epoch(train) [1][ 720/9365] lr: 3.9999e-01 eta: 1 day, 16:30:10 time: 0.6260 data_time: 0.0698 memory: 16132 grad_norm: 0.5688 loss: 4.6973 top1_acc: 0.0000 top5_acc: 0.2188 loss_cls: 4.6973 2023/07/19 22:02:53 - mmengine - INFO - Epoch(train) [1][ 740/9365] lr: 3.9999e-01 eta: 1 day, 16:27:08 time: 0.6230 data_time: 0.0775 memory: 16132 grad_norm: 0.5746 loss: 4.6411 top1_acc: 0.0000 top5_acc: 0.2188 loss_cls: 4.6411 2023/07/19 22:03:06 - mmengine - INFO - Epoch(train) [1][ 760/9365] lr: 3.9999e-01 eta: 1 day, 16:24:17 time: 0.6232 data_time: 0.0875 memory: 16132 grad_norm: 0.5751 loss: 4.6485 top1_acc: 0.0312 top5_acc: 0.2188 loss_cls: 4.6485 2023/07/19 22:03:19 - mmengine - INFO - Epoch(train) [1][ 780/9365] lr: 3.9999e-01 eta: 1 day, 16:24:41 time: 0.6558 data_time: 0.0746 memory: 16132 grad_norm: 0.5957 loss: 4.6524 top1_acc: 0.0625 top5_acc: 0.2812 loss_cls: 4.6524 2023/07/19 22:03:31 - mmengine - INFO - Epoch(train) [1][ 800/9365] lr: 3.9999e-01 eta: 1 day, 16:21:05 time: 0.6132 data_time: 0.0731 memory: 16132 grad_norm: 0.5823 loss: 4.6096 top1_acc: 0.0938 top5_acc: 0.2812 loss_cls: 4.6096 2023/07/19 22:03:43 - mmengine - INFO - Epoch(train) [1][ 820/9365] lr: 3.9999e-01 eta: 1 day, 16:17:03 time: 0.6067 data_time: 0.0753 memory: 16132 grad_norm: 0.5934 loss: 4.6452 top1_acc: 0.1250 top5_acc: 0.2812 loss_cls: 4.6452 2023/07/19 22:03:56 - mmengine - INFO - Epoch(train) [1][ 840/9365] lr: 3.9999e-01 eta: 1 day, 16:17:13 time: 0.6519 data_time: 0.0713 memory: 16132 grad_norm: 0.5816 loss: 4.5437 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5437 2023/07/19 22:04:09 - mmengine - INFO - Epoch(train) [1][ 860/9365] lr: 3.9999e-01 eta: 1 day, 16:15:15 time: 0.6275 data_time: 0.0727 memory: 16132 grad_norm: 0.5921 loss: 4.5495 top1_acc: 0.0000 top5_acc: 0.2188 loss_cls: 4.5495 2023/07/19 22:04:21 - mmengine - INFO - Epoch(train) [1][ 880/9365] lr: 3.9998e-01 eta: 1 day, 16:13:29 time: 0.6289 data_time: 0.0869 memory: 16132 grad_norm: 0.6150 loss: 4.5976 top1_acc: 0.0312 top5_acc: 0.3750 loss_cls: 4.5976 2023/07/19 22:04:34 - mmengine - INFO - Epoch(train) [1][ 900/9365] lr: 3.9998e-01 eta: 1 day, 16:12:14 time: 0.6343 data_time: 0.0706 memory: 16132 grad_norm: 0.5824 loss: 4.5490 top1_acc: 0.0000 top5_acc: 0.1875 loss_cls: 4.5490 2023/07/19 22:04:47 - mmengine - INFO - Epoch(train) [1][ 920/9365] lr: 3.9998e-01 eta: 1 day, 16:11:06 time: 0.6352 data_time: 0.0729 memory: 16132 grad_norm: 0.5781 loss: 4.5885 top1_acc: 0.0625 top5_acc: 0.2812 loss_cls: 4.5885 2023/07/19 22:04:59 - mmengine - INFO - Epoch(train) [1][ 940/9365] lr: 3.9998e-01 eta: 1 day, 16:09:44 time: 0.6319 data_time: 0.0977 memory: 16132 grad_norm: 0.5996 loss: 4.5153 top1_acc: 0.0625 top5_acc: 0.3438 loss_cls: 4.5153 2023/07/19 22:05:12 - mmengine - INFO - Epoch(train) [1][ 960/9365] lr: 3.9998e-01 eta: 1 day, 16:07:02 time: 0.6139 data_time: 0.0825 memory: 16132 grad_norm: 0.5792 loss: 4.5999 top1_acc: 0.0625 top5_acc: 0.2188 loss_cls: 4.5999 2023/07/19 22:05:24 - mmengine - INFO - Epoch(train) [1][ 980/9365] lr: 3.9998e-01 eta: 1 day, 16:03:42 time: 0.6046 data_time: 0.0886 memory: 16132 grad_norm: 0.6046 loss: 4.4748 top1_acc: 0.1562 top5_acc: 0.3125 loss_cls: 4.4748 2023/07/19 22:05:36 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/19 22:05:36 - mmengine - INFO - Epoch(train) [1][1000/9365] lr: 3.9998e-01 eta: 1 day, 16:01:32 time: 0.6183 data_time: 0.0711 memory: 16132 grad_norm: 0.6041 loss: 4.6614 top1_acc: 0.0625 top5_acc: 0.2500 loss_cls: 4.6614 2023/07/19 22:05:48 - mmengine - INFO - Epoch(train) [1][1020/9365] lr: 3.9998e-01 eta: 1 day, 15:57:58 time: 0.5980 data_time: 0.0784 memory: 16132 grad_norm: 0.5991 loss: 4.5716 top1_acc: 0.0938 top5_acc: 0.2812 loss_cls: 4.5716 2023/07/19 22:06:01 - mmengine - INFO - Epoch(train) [1][1040/9365] lr: 3.9998e-01 eta: 1 day, 15:56:10 time: 0.6210 data_time: 0.0913 memory: 16132 grad_norm: 0.6189 loss: 4.5381 top1_acc: 0.0938 top5_acc: 0.4062 loss_cls: 4.5381 2023/07/19 22:06:13 - mmengine - INFO - Epoch(train) [1][1060/9365] lr: 3.9998e-01 eta: 1 day, 15:54:38 time: 0.6238 data_time: 0.0767 memory: 16132 grad_norm: 0.6185 loss: 4.5060 top1_acc: 0.1250 top5_acc: 0.2188 loss_cls: 4.5060 2023/07/19 22:06:25 - mmengine - INFO - Epoch(train) [1][1080/9365] lr: 3.9998e-01 eta: 1 day, 15:52:36 time: 0.6160 data_time: 0.0770 memory: 16132 grad_norm: 0.6092 loss: 4.5273 top1_acc: 0.0938 top5_acc: 0.2188 loss_cls: 4.5273 2023/07/19 22:06:37 - mmengine - INFO - Epoch(train) [1][1100/9365] lr: 3.9998e-01 eta: 1 day, 15:49:55 time: 0.6054 data_time: 0.1076 memory: 16132 grad_norm: 0.6311 loss: 4.4494 top1_acc: 0.0938 top5_acc: 0.2500 loss_cls: 4.4494 2023/07/19 22:06:49 - mmengine - INFO - Epoch(train) [1][1120/9365] lr: 3.9998e-01 eta: 1 day, 15:46:53 time: 0.5989 data_time: 0.1065 memory: 16132 grad_norm: 0.6064 loss: 4.4400 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 4.4400 2023/07/19 22:07:02 - mmengine - INFO - Epoch(train) [1][1140/9365] lr: 3.9997e-01 eta: 1 day, 15:46:22 time: 0.6357 data_time: 0.1011 memory: 16132 grad_norm: 0.6219 loss: 4.4909 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 4.4909 2023/07/19 22:07:14 - mmengine - INFO - Epoch(train) [1][1160/9365] lr: 3.9997e-01 eta: 1 day, 15:44:06 time: 0.6083 data_time: 0.0905 memory: 16132 grad_norm: 0.6289 loss: 4.3194 top1_acc: 0.0625 top5_acc: 0.3438 loss_cls: 4.3194 2023/07/19 22:07:26 - mmengine - INFO - Epoch(train) [1][1180/9365] lr: 3.9997e-01 eta: 1 day, 15:41:57 time: 0.6090 data_time: 0.0810 memory: 16132 grad_norm: 0.6013 loss: 4.5538 top1_acc: 0.0312 top5_acc: 0.2188 loss_cls: 4.5538 2023/07/19 22:07:39 - mmengine - INFO - Epoch(train) [1][1200/9365] lr: 3.9997e-01 eta: 1 day, 15:41:24 time: 0.6338 data_time: 0.0991 memory: 16132 grad_norm: 0.6339 loss: 4.2875 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 4.2875 2023/07/19 22:07:51 - mmengine - INFO - Epoch(train) [1][1220/9365] lr: 3.9997e-01 eta: 1 day, 15:39:13 time: 0.6069 data_time: 0.0892 memory: 16132 grad_norm: 0.6449 loss: 4.3637 top1_acc: 0.1562 top5_acc: 0.2812 loss_cls: 4.3637 2023/07/19 22:08:04 - mmengine - INFO - Epoch(train) [1][1240/9365] lr: 3.9997e-01 eta: 1 day, 15:37:42 time: 0.6169 data_time: 0.0808 memory: 16132 grad_norm: 0.6138 loss: 4.4410 top1_acc: 0.1250 top5_acc: 0.2812 loss_cls: 4.4410 2023/07/19 22:08:15 - mmengine - INFO - Epoch(train) [1][1260/9365] lr: 3.9997e-01 eta: 1 day, 15:34:21 time: 0.5853 data_time: 0.0857 memory: 16132 grad_norm: 0.6146 loss: 4.3760 top1_acc: 0.0312 top5_acc: 0.1250 loss_cls: 4.3760 2023/07/19 22:08:28 - mmengine - INFO - Epoch(train) [1][1280/9365] lr: 3.9997e-01 eta: 1 day, 15:33:28 time: 0.6258 data_time: 0.1115 memory: 16132 grad_norm: 0.6263 loss: 4.3151 top1_acc: 0.1250 top5_acc: 0.2812 loss_cls: 4.3151 2023/07/19 22:08:40 - mmengine - INFO - Epoch(train) [1][1300/9365] lr: 3.9997e-01 eta: 1 day, 15:31:20 time: 0.6035 data_time: 0.0903 memory: 16132 grad_norm: 0.6388 loss: 4.3812 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 4.3812 2023/07/19 22:08:52 - mmengine - INFO - Epoch(train) [1][1320/9365] lr: 3.9997e-01 eta: 1 day, 15:30:34 time: 0.6269 data_time: 0.1220 memory: 16132 grad_norm: 0.6325 loss: 4.3547 top1_acc: 0.0938 top5_acc: 0.2500 loss_cls: 4.3547 2023/07/19 22:09:04 - mmengine - INFO - Epoch(train) [1][1340/9365] lr: 3.9996e-01 eta: 1 day, 15:28:23 time: 0.6010 data_time: 0.0911 memory: 16132 grad_norm: 0.6365 loss: 4.3290 top1_acc: 0.0938 top5_acc: 0.2812 loss_cls: 4.3290 2023/07/19 22:09:17 - mmengine - INFO - Epoch(train) [1][1360/9365] lr: 3.9996e-01 eta: 1 day, 15:26:18 time: 0.6020 data_time: 0.0866 memory: 16132 grad_norm: 0.6409 loss: 4.4526 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 4.4526 2023/07/19 22:09:29 - mmengine - INFO - Epoch(train) [1][1380/9365] lr: 3.9996e-01 eta: 1 day, 15:26:28 time: 0.6424 data_time: 0.1158 memory: 16132 grad_norm: 0.6576 loss: 4.2138 top1_acc: 0.1875 top5_acc: 0.2812 loss_cls: 4.2138 2023/07/19 22:09:41 - mmengine - INFO - Epoch(train) [1][1400/9365] lr: 3.9996e-01 eta: 1 day, 15:23:24 time: 0.5819 data_time: 0.0784 memory: 16132 grad_norm: 0.6241 loss: 4.2874 top1_acc: 0.0625 top5_acc: 0.3438 loss_cls: 4.2874 2023/07/19 22:09:53 - mmengine - INFO - Epoch(train) [1][1420/9365] lr: 3.9996e-01 eta: 1 day, 15:21:41 time: 0.6064 data_time: 0.1014 memory: 16132 grad_norm: 0.6421 loss: 4.4287 top1_acc: 0.0312 top5_acc: 0.1562 loss_cls: 4.4287 2023/07/19 22:10:06 - mmengine - INFO - Epoch(train) [1][1440/9365] lr: 3.9996e-01 eta: 1 day, 15:20:40 time: 0.6188 data_time: 0.0820 memory: 16132 grad_norm: 0.6503 loss: 4.3116 top1_acc: 0.0000 top5_acc: 0.1875 loss_cls: 4.3116 2023/07/19 22:10:18 - mmengine - INFO - Epoch(train) [1][1460/9365] lr: 3.9996e-01 eta: 1 day, 15:19:13 time: 0.6101 data_time: 0.0937 memory: 16132 grad_norm: 0.6336 loss: 4.2408 top1_acc: 0.1250 top5_acc: 0.2812 loss_cls: 4.2408 2023/07/19 22:10:30 - mmengine - INFO - Epoch(train) [1][1480/9365] lr: 3.9996e-01 eta: 1 day, 15:17:51 time: 0.6108 data_time: 0.0804 memory: 16132 grad_norm: 0.6457 loss: 4.2801 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 4.2801 2023/07/19 22:10:42 - mmengine - INFO - Epoch(train) [1][1500/9365] lr: 3.9996e-01 eta: 1 day, 15:15:00 time: 0.5804 data_time: 0.0891 memory: 16132 grad_norm: 0.6665 loss: 4.3228 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 4.3228 2023/07/19 22:10:54 - mmengine - INFO - Epoch(train) [1][1520/9365] lr: 3.9995e-01 eta: 1 day, 15:13:58 time: 0.6162 data_time: 0.1299 memory: 16132 grad_norm: 0.6389 loss: 4.2540 top1_acc: 0.1250 top5_acc: 0.2812 loss_cls: 4.2540 2023/07/19 22:11:06 - mmengine - INFO - Epoch(train) [1][1540/9365] lr: 3.9995e-01 eta: 1 day, 15:11:40 time: 0.5893 data_time: 0.0801 memory: 16132 grad_norm: 0.6407 loss: 4.2111 top1_acc: 0.0938 top5_acc: 0.3750 loss_cls: 4.2111 2023/07/19 22:11:18 - mmengine - INFO - Epoch(train) [1][1560/9365] lr: 3.9995e-01 eta: 1 day, 15:11:45 time: 0.6383 data_time: 0.0792 memory: 16132 grad_norm: 0.6719 loss: 4.1922 top1_acc: 0.0625 top5_acc: 0.3438 loss_cls: 4.1922 2023/07/19 22:11:31 - mmengine - INFO - Epoch(train) [1][1580/9365] lr: 3.9995e-01 eta: 1 day, 15:10:52 time: 0.6178 data_time: 0.0773 memory: 16132 grad_norm: 0.6407 loss: 4.2383 top1_acc: 0.0625 top5_acc: 0.3125 loss_cls: 4.2383 2023/07/19 22:11:43 - mmengine - INFO - Epoch(train) [1][1600/9365] lr: 3.9995e-01 eta: 1 day, 15:10:01 time: 0.6185 data_time: 0.0811 memory: 16132 grad_norm: 0.6450 loss: 4.2154 top1_acc: 0.0312 top5_acc: 0.2500 loss_cls: 4.2154 2023/07/19 22:11:55 - mmengine - INFO - Epoch(train) [1][1620/9365] lr: 3.9995e-01 eta: 1 day, 15:08:13 time: 0.5972 data_time: 0.0896 memory: 16132 grad_norm: 0.6601 loss: 4.1349 top1_acc: 0.0625 top5_acc: 0.1250 loss_cls: 4.1349 2023/07/19 22:12:07 - mmengine - INFO - Epoch(train) [1][1640/9365] lr: 3.9995e-01 eta: 1 day, 15:07:19 time: 0.6162 data_time: 0.0958 memory: 16132 grad_norm: 0.6622 loss: 4.2614 top1_acc: 0.1250 top5_acc: 0.2812 loss_cls: 4.2614 2023/07/19 22:12:20 - mmengine - INFO - Epoch(train) [1][1660/9365] lr: 3.9995e-01 eta: 1 day, 15:06:24 time: 0.6155 data_time: 0.0800 memory: 16132 grad_norm: 0.6628 loss: 4.1553 top1_acc: 0.0938 top5_acc: 0.3125 loss_cls: 4.1553 2023/07/19 22:12:32 - mmengine - INFO - Epoch(train) [1][1680/9365] lr: 3.9994e-01 eta: 1 day, 15:05:47 time: 0.6217 data_time: 0.0759 memory: 16132 grad_norm: 0.6597 loss: 4.1807 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 4.1807 2023/07/19 22:12:44 - mmengine - INFO - Epoch(train) [1][1700/9365] lr: 3.9994e-01 eta: 1 day, 15:03:52 time: 0.5919 data_time: 0.0855 memory: 16132 grad_norm: 0.6368 loss: 4.2213 top1_acc: 0.1875 top5_acc: 0.3438 loss_cls: 4.2213 2023/07/19 22:12:56 - mmengine - INFO - Epoch(train) [1][1720/9365] lr: 3.9994e-01 eta: 1 day, 15:03:04 time: 0.6170 data_time: 0.0767 memory: 16132 grad_norm: 0.6790 loss: 4.2170 top1_acc: 0.1250 top5_acc: 0.2188 loss_cls: 4.2170 2023/07/19 22:13:08 - mmengine - INFO - Epoch(train) [1][1740/9365] lr: 3.9994e-01 eta: 1 day, 15:01:08 time: 0.5898 data_time: 0.0914 memory: 16132 grad_norm: 0.6492 loss: 4.0606 top1_acc: 0.0312 top5_acc: 0.1875 loss_cls: 4.0606 2023/07/19 22:13:20 - mmengine - INFO - Epoch(train) [1][1760/9365] lr: 3.9994e-01 eta: 1 day, 15:00:01 time: 0.6084 data_time: 0.0853 memory: 16132 grad_norm: 0.6688 loss: 4.2375 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2375 2023/07/19 22:13:33 - mmengine - INFO - Epoch(train) [1][1780/9365] lr: 3.9994e-01 eta: 1 day, 14:59:46 time: 0.6288 data_time: 0.0889 memory: 16132 grad_norm: 0.6629 loss: 4.1917 top1_acc: 0.0938 top5_acc: 0.3125 loss_cls: 4.1917 2023/07/19 22:13:45 - mmengine - INFO - Epoch(train) [1][1800/9365] lr: 3.9994e-01 eta: 1 day, 14:58:04 time: 0.5933 data_time: 0.0744 memory: 16132 grad_norm: 0.6554 loss: 4.0851 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0851 2023/07/19 22:13:57 - mmengine - INFO - Epoch(train) [1][1820/9365] lr: 3.9994e-01 eta: 1 day, 14:56:50 time: 0.6042 data_time: 0.0879 memory: 16132 grad_norm: 0.6612 loss: 4.2698 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 4.2698 2023/07/19 22:14:09 - mmengine - INFO - Epoch(train) [1][1840/9365] lr: 3.9993e-01 eta: 1 day, 14:55:16 time: 0.5951 data_time: 0.0825 memory: 16132 grad_norm: 0.6894 loss: 4.1977 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 4.1977 2023/07/19 22:14:21 - mmengine - INFO - Epoch(train) [1][1860/9365] lr: 3.9993e-01 eta: 1 day, 14:54:12 time: 0.6074 data_time: 0.0815 memory: 16132 grad_norm: 0.6679 loss: 4.2157 top1_acc: 0.0000 top5_acc: 0.2188 loss_cls: 4.2157 2023/07/19 22:14:33 - mmengine - INFO - Epoch(train) [1][1880/9365] lr: 3.9993e-01 eta: 1 day, 14:52:47 time: 0.5975 data_time: 0.0841 memory: 16132 grad_norm: 0.6606 loss: 4.1243 top1_acc: 0.1562 top5_acc: 0.3125 loss_cls: 4.1243 2023/07/19 22:14:46 - mmengine - INFO - Epoch(train) [1][1900/9365] lr: 3.9993e-01 eta: 1 day, 14:52:54 time: 0.6365 data_time: 0.0777 memory: 16132 grad_norm: 0.6756 loss: 4.1194 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 4.1194 2023/07/19 22:14:58 - mmengine - INFO - Epoch(train) [1][1920/9365] lr: 3.9993e-01 eta: 1 day, 14:51:53 time: 0.6072 data_time: 0.0798 memory: 16132 grad_norm: 0.6735 loss: 4.1614 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 4.1614 2023/07/19 22:15:10 - mmengine - INFO - Epoch(train) [1][1940/9365] lr: 3.9993e-01 eta: 1 day, 14:51:10 time: 0.6148 data_time: 0.1167 memory: 16132 grad_norm: 0.6886 loss: 4.2054 top1_acc: 0.1250 top5_acc: 0.1875 loss_cls: 4.2054 2023/07/19 22:15:22 - mmengine - INFO - Epoch(train) [1][1960/9365] lr: 3.9993e-01 eta: 1 day, 14:50:33 time: 0.6170 data_time: 0.0792 memory: 16132 grad_norm: 0.6815 loss: 4.1985 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 4.1985 2023/07/19 22:15:34 - mmengine - INFO - Epoch(train) [1][1980/9365] lr: 3.9992e-01 eta: 1 day, 14:48:44 time: 0.5847 data_time: 0.0801 memory: 16132 grad_norm: 0.6589 loss: 4.1671 top1_acc: 0.0938 top5_acc: 0.4062 loss_cls: 4.1671 2023/07/19 22:15:47 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/19 22:15:47 - mmengine - INFO - Epoch(train) [1][2000/9365] lr: 3.9992e-01 eta: 1 day, 14:49:04 time: 0.6415 data_time: 0.0745 memory: 16132 grad_norm: 0.6828 loss: 4.0704 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 4.0704 2023/07/19 22:15:59 - mmengine - INFO - Epoch(train) [1][2020/9365] lr: 3.9992e-01 eta: 1 day, 14:48:20 time: 0.6130 data_time: 0.0802 memory: 16132 grad_norm: 0.6775 loss: 4.0086 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0086 2023/07/19 22:16:11 - mmengine - INFO - Epoch(train) [1][2040/9365] lr: 3.9992e-01 eta: 1 day, 14:46:57 time: 0.5950 data_time: 0.0775 memory: 16132 grad_norm: 0.6953 loss: 3.9211 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.9211 2023/07/19 22:16:24 - mmengine - INFO - Epoch(train) [1][2060/9365] lr: 3.9992e-01 eta: 1 day, 14:46:58 time: 0.6331 data_time: 0.1066 memory: 16132 grad_norm: 0.6849 loss: 4.1670 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 4.1670 2023/07/19 22:16:35 - mmengine - INFO - Epoch(train) [1][2080/9365] lr: 3.9992e-01 eta: 1 day, 14:45:11 time: 0.5832 data_time: 0.0836 memory: 16132 grad_norm: 0.6938 loss: 4.0195 top1_acc: 0.0625 top5_acc: 0.2812 loss_cls: 4.0195 2023/07/19 22:16:48 - mmengine - INFO - Epoch(train) [1][2100/9365] lr: 3.9991e-01 eta: 1 day, 14:44:38 time: 0.6166 data_time: 0.0801 memory: 16132 grad_norm: 0.6679 loss: 4.2287 top1_acc: 0.0938 top5_acc: 0.4062 loss_cls: 4.2287 2023/07/19 22:16:59 - mmengine - INFO - Epoch(train) [1][2120/9365] lr: 3.9991e-01 eta: 1 day, 14:42:34 time: 0.5735 data_time: 0.0882 memory: 16132 grad_norm: 0.6878 loss: 3.9920 top1_acc: 0.0938 top5_acc: 0.3438 loss_cls: 3.9920 2023/07/19 22:17:12 - mmengine - INFO - Epoch(train) [1][2140/9365] lr: 3.9991e-01 eta: 1 day, 14:42:27 time: 0.6286 data_time: 0.0883 memory: 16132 grad_norm: 0.6832 loss: 4.0179 top1_acc: 0.0938 top5_acc: 0.3125 loss_cls: 4.0179 2023/07/19 22:17:24 - mmengine - INFO - Epoch(train) [1][2160/9365] lr: 3.9991e-01 eta: 1 day, 14:41:23 time: 0.6009 data_time: 0.1068 memory: 16132 grad_norm: 0.6968 loss: 4.0865 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 4.0865 2023/07/19 22:17:37 - mmengine - INFO - Epoch(train) [1][2180/9365] lr: 3.9991e-01 eta: 1 day, 14:41:35 time: 0.6377 data_time: 0.0773 memory: 16132 grad_norm: 0.6725 loss: 3.9053 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.9053 2023/07/19 22:17:49 - mmengine - INFO - Epoch(train) [1][2200/9365] lr: 3.9991e-01 eta: 1 day, 14:41:05 time: 0.6173 data_time: 0.1115 memory: 16132 grad_norm: 0.6892 loss: 4.0139 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 4.0139 2023/07/19 22:18:01 - mmengine - INFO - Epoch(train) [1][2220/9365] lr: 3.9990e-01 eta: 1 day, 14:39:54 time: 0.5964 data_time: 0.0907 memory: 16132 grad_norm: 0.6883 loss: 3.9960 top1_acc: 0.0625 top5_acc: 0.3750 loss_cls: 3.9960 2023/07/19 22:18:13 - mmengine - INFO - Epoch(train) [1][2240/9365] lr: 3.9990e-01 eta: 1 day, 14:38:58 time: 0.6036 data_time: 0.0920 memory: 16132 grad_norm: 0.6793 loss: 3.9380 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.9380 2023/07/19 22:18:26 - mmengine - INFO - Epoch(train) [1][2260/9365] lr: 3.9990e-01 eta: 1 day, 14:39:01 time: 0.6330 data_time: 0.0753 memory: 16132 grad_norm: 0.7010 loss: 3.9581 top1_acc: 0.0312 top5_acc: 0.2812 loss_cls: 3.9581 2023/07/19 22:18:38 - mmengine - INFO - Epoch(train) [1][2280/9365] lr: 3.9990e-01 eta: 1 day, 14:38:36 time: 0.6193 data_time: 0.0805 memory: 16132 grad_norm: 0.6806 loss: 4.0068 top1_acc: 0.0312 top5_acc: 0.2812 loss_cls: 4.0068 2023/07/19 22:18:50 - mmengine - INFO - Epoch(train) [1][2300/9365] lr: 3.9990e-01 eta: 1 day, 14:37:53 time: 0.6092 data_time: 0.0808 memory: 16132 grad_norm: 0.6982 loss: 4.1027 top1_acc: 0.0938 top5_acc: 0.4688 loss_cls: 4.1027 2023/07/19 22:19:02 - mmengine - INFO - Epoch(train) [1][2320/9365] lr: 3.9989e-01 eta: 1 day, 14:37:08 time: 0.6081 data_time: 0.1005 memory: 16132 grad_norm: 0.7077 loss: 4.0746 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 4.0746 2023/07/19 22:19:15 - mmengine - INFO - Epoch(train) [1][2340/9365] lr: 3.9989e-01 eta: 1 day, 14:37:03 time: 0.6294 data_time: 0.0810 memory: 16132 grad_norm: 0.6929 loss: 3.9344 top1_acc: 0.1250 top5_acc: 0.3438 loss_cls: 3.9344 2023/07/19 22:19:27 - mmengine - INFO - Epoch(train) [1][2360/9365] lr: 3.9989e-01 eta: 1 day, 14:36:04 time: 0.6000 data_time: 0.0967 memory: 16132 grad_norm: 0.7034 loss: 4.1066 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 4.1066 2023/07/19 22:19:39 - mmengine - INFO - Epoch(train) [1][2380/9365] lr: 3.9989e-01 eta: 1 day, 14:35:18 time: 0.6071 data_time: 0.0974 memory: 16132 grad_norm: 0.6809 loss: 4.0475 top1_acc: 0.0938 top5_acc: 0.4375 loss_cls: 4.0475 2023/07/19 22:19:51 - mmengine - INFO - Epoch(train) [1][2400/9365] lr: 3.9989e-01 eta: 1 day, 14:34:24 time: 0.6024 data_time: 0.1118 memory: 16132 grad_norm: 0.6845 loss: 4.0258 top1_acc: 0.2500 top5_acc: 0.2812 loss_cls: 4.0258 2023/07/19 22:20:03 - mmengine - INFO - Epoch(train) [1][2420/9365] lr: 3.9989e-01 eta: 1 day, 14:33:45 time: 0.6098 data_time: 0.0846 memory: 16132 grad_norm: 0.7070 loss: 3.9624 top1_acc: 0.0625 top5_acc: 0.4375 loss_cls: 3.9624 2023/07/19 22:20:15 - mmengine - INFO - Epoch(train) [1][2440/9365] lr: 3.9988e-01 eta: 1 day, 14:32:44 time: 0.5979 data_time: 0.0827 memory: 16132 grad_norm: 0.6951 loss: 3.9235 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.9235 2023/07/19 22:20:27 - mmengine - INFO - Epoch(train) [1][2460/9365] lr: 3.9988e-01 eta: 1 day, 14:32:14 time: 0.6146 data_time: 0.0811 memory: 16132 grad_norm: 0.6860 loss: 3.9295 top1_acc: 0.0312 top5_acc: 0.3125 loss_cls: 3.9295 2023/07/19 22:20:40 - mmengine - INFO - Epoch(train) [1][2480/9365] lr: 3.9988e-01 eta: 1 day, 14:31:38 time: 0.6108 data_time: 0.0957 memory: 16132 grad_norm: 0.6968 loss: 3.9327 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.9327 2023/07/19 22:20:52 - mmengine - INFO - Epoch(train) [1][2500/9365] lr: 3.9988e-01 eta: 1 day, 14:30:35 time: 0.5958 data_time: 0.0781 memory: 16132 grad_norm: 0.7000 loss: 3.9291 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 3.9291 2023/07/19 22:21:04 - mmengine - INFO - Epoch(train) [1][2520/9365] lr: 3.9988e-01 eta: 1 day, 14:29:54 time: 0.6079 data_time: 0.0826 memory: 16132 grad_norm: 0.6995 loss: 4.0451 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 4.0451 2023/07/19 22:21:16 - mmengine - INFO - Epoch(train) [1][2540/9365] lr: 3.9987e-01 eta: 1 day, 14:29:47 time: 0.6264 data_time: 0.0860 memory: 16132 grad_norm: 0.6927 loss: 3.8966 top1_acc: 0.1562 top5_acc: 0.2188 loss_cls: 3.8966 2023/07/19 22:21:29 - mmengine - INFO - Epoch(train) [1][2560/9365] lr: 3.9987e-01 eta: 1 day, 14:29:26 time: 0.6189 data_time: 0.0771 memory: 16132 grad_norm: 0.7021 loss: 3.8580 top1_acc: 0.0938 top5_acc: 0.3125 loss_cls: 3.8580 2023/07/19 22:21:41 - mmengine - INFO - Epoch(train) [1][2580/9365] lr: 3.9987e-01 eta: 1 day, 14:28:41 time: 0.6046 data_time: 0.0925 memory: 16132 grad_norm: 0.7099 loss: 3.8903 top1_acc: 0.2188 top5_acc: 0.3125 loss_cls: 3.8903 2023/07/19 22:21:53 - mmengine - INFO - Epoch(train) [1][2600/9365] lr: 3.9987e-01 eta: 1 day, 14:27:52 time: 0.6022 data_time: 0.0820 memory: 16132 grad_norm: 0.6806 loss: 4.0062 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0062 2023/07/19 22:22:05 - mmengine - INFO - Epoch(train) [1][2620/9365] lr: 3.9987e-01 eta: 1 day, 14:27:29 time: 0.6170 data_time: 0.0822 memory: 16132 grad_norm: 0.7153 loss: 3.9095 top1_acc: 0.1250 top5_acc: 0.3438 loss_cls: 3.9095 2023/07/19 22:22:18 - mmengine - INFO - Epoch(train) [1][2640/9365] lr: 3.9986e-01 eta: 1 day, 14:27:31 time: 0.6322 data_time: 0.1309 memory: 16132 grad_norm: 0.7311 loss: 4.0439 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 4.0439 2023/07/19 22:22:30 - mmengine - INFO - Epoch(train) [1][2660/9365] lr: 3.9986e-01 eta: 1 day, 14:26:22 time: 0.5893 data_time: 0.0815 memory: 16132 grad_norm: 0.6936 loss: 4.0158 top1_acc: 0.1250 top5_acc: 0.2812 loss_cls: 4.0158 2023/07/19 22:22:42 - mmengine - INFO - Epoch(train) [1][2680/9365] lr: 3.9986e-01 eta: 1 day, 14:25:39 time: 0.6045 data_time: 0.0932 memory: 16132 grad_norm: 0.7033 loss: 3.8383 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.8383 2023/07/19 22:22:54 - mmengine - INFO - Epoch(train) [1][2700/9365] lr: 3.9986e-01 eta: 1 day, 14:25:16 time: 0.6167 data_time: 0.0818 memory: 16132 grad_norm: 0.6927 loss: 4.0196 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 4.0196 2023/07/19 22:23:06 - mmengine - INFO - Epoch(train) [1][2720/9365] lr: 3.9986e-01 eta: 1 day, 14:24:18 time: 0.5950 data_time: 0.0773 memory: 16132 grad_norm: 0.7087 loss: 3.8883 top1_acc: 0.1250 top5_acc: 0.3438 loss_cls: 3.8883 2023/07/19 22:23:18 - mmengine - INFO - Epoch(train) [1][2740/9365] lr: 3.9985e-01 eta: 1 day, 14:23:57 time: 0.6171 data_time: 0.0866 memory: 16132 grad_norm: 0.7248 loss: 3.8599 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.8599 2023/07/19 22:23:30 - mmengine - INFO - Epoch(train) [1][2760/9365] lr: 3.9985e-01 eta: 1 day, 14:23:09 time: 0.6010 data_time: 0.0759 memory: 16132 grad_norm: 0.7056 loss: 3.7930 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.7930 2023/07/19 22:23:42 - mmengine - INFO - Epoch(train) [1][2780/9365] lr: 3.9985e-01 eta: 1 day, 14:22:08 time: 0.5921 data_time: 0.0895 memory: 16132 grad_norm: 0.7119 loss: 3.8622 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8622 2023/07/19 22:23:55 - mmengine - INFO - Epoch(train) [1][2800/9365] lr: 3.9985e-01 eta: 1 day, 14:22:10 time: 0.6310 data_time: 0.1385 memory: 16132 grad_norm: 0.7185 loss: 3.8970 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.8970 2023/07/19 22:24:07 - mmengine - INFO - Epoch(train) [1][2820/9365] lr: 3.9984e-01 eta: 1 day, 14:21:42 time: 0.6127 data_time: 0.0815 memory: 16132 grad_norm: 0.7076 loss: 3.8134 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.8134 2023/07/19 22:24:19 - mmengine - INFO - Epoch(train) [1][2840/9365] lr: 3.9984e-01 eta: 1 day, 14:20:32 time: 0.5851 data_time: 0.0827 memory: 16132 grad_norm: 0.7186 loss: 3.8194 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.8194 2023/07/19 22:24:31 - mmengine - INFO - Epoch(train) [1][2860/9365] lr: 3.9984e-01 eta: 1 day, 14:20:03 time: 0.6117 data_time: 0.0890 memory: 16132 grad_norm: 0.7184 loss: 3.9968 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9968 2023/07/19 22:24:43 - mmengine - INFO - Epoch(train) [1][2880/9365] lr: 3.9984e-01 eta: 1 day, 14:19:22 time: 0.6035 data_time: 0.0837 memory: 16132 grad_norm: 0.7258 loss: 3.8671 top1_acc: 0.1562 top5_acc: 0.3125 loss_cls: 3.8671 2023/07/19 22:24:55 - mmengine - INFO - Epoch(train) [1][2900/9365] lr: 3.9984e-01 eta: 1 day, 14:18:59 time: 0.6148 data_time: 0.0840 memory: 16132 grad_norm: 0.7075 loss: 4.0286 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 4.0286 2023/07/19 22:25:07 - mmengine - INFO - Epoch(train) [1][2920/9365] lr: 3.9983e-01 eta: 1 day, 14:18:10 time: 0.5973 data_time: 0.0808 memory: 16132 grad_norm: 0.7070 loss: 3.7991 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.7991 2023/07/19 22:25:20 - mmengine - INFO - Epoch(train) [1][2940/9365] lr: 3.9983e-01 eta: 1 day, 14:18:14 time: 0.6328 data_time: 0.0860 memory: 16132 grad_norm: 0.7294 loss: 3.8529 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.8529 2023/07/19 22:25:32 - mmengine - INFO - Epoch(train) [1][2960/9365] lr: 3.9983e-01 eta: 1 day, 14:17:50 time: 0.6136 data_time: 0.0808 memory: 16132 grad_norm: 0.7170 loss: 3.8614 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.8614 2023/07/19 22:25:44 - mmengine - INFO - Epoch(train) [1][2980/9365] lr: 3.9983e-01 eta: 1 day, 14:17:27 time: 0.6146 data_time: 0.0798 memory: 16132 grad_norm: 0.7223 loss: 3.9361 top1_acc: 0.0938 top5_acc: 0.3125 loss_cls: 3.9361 2023/07/19 22:25:57 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/19 22:25:57 - mmengine - INFO - Epoch(train) [1][3000/9365] lr: 3.9982e-01 eta: 1 day, 14:16:52 time: 0.6066 data_time: 0.1155 memory: 16132 grad_norm: 0.6986 loss: 3.8169 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8169 2023/07/19 22:26:08 - mmengine - INFO - Epoch(train) [1][3020/9365] lr: 3.9982e-01 eta: 1 day, 14:16:00 time: 0.5940 data_time: 0.0859 memory: 16132 grad_norm: 0.7307 loss: 3.8333 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.8333 2023/07/19 22:26:21 - mmengine - INFO - Epoch(train) [1][3040/9365] lr: 3.9982e-01 eta: 1 day, 14:15:46 time: 0.6206 data_time: 0.0809 memory: 16132 grad_norm: 0.7296 loss: 3.7603 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.7603 2023/07/19 22:26:32 - mmengine - INFO - Epoch(train) [1][3060/9365] lr: 3.9982e-01 eta: 1 day, 14:14:34 time: 0.5797 data_time: 0.0840 memory: 16132 grad_norm: 0.7323 loss: 3.9164 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.9164 2023/07/19 22:26:45 - mmengine - INFO - Epoch(train) [1][3080/9365] lr: 3.9981e-01 eta: 1 day, 14:14:20 time: 0.6200 data_time: 0.0879 memory: 16132 grad_norm: 0.7141 loss: 3.8514 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.8514 2023/07/19 22:26:57 - mmengine - INFO - Epoch(train) [1][3100/9365] lr: 3.9981e-01 eta: 1 day, 14:13:14 time: 0.5833 data_time: 0.1061 memory: 16132 grad_norm: 0.7217 loss: 3.8418 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.8418 2023/07/19 22:27:08 - mmengine - INFO - Epoch(train) [1][3120/9365] lr: 3.9981e-01 eta: 1 day, 14:11:55 time: 0.5743 data_time: 0.0911 memory: 16132 grad_norm: 0.7174 loss: 3.8935 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.8935 2023/07/19 22:27:20 - mmengine - INFO - Epoch(train) [1][3140/9365] lr: 3.9981e-01 eta: 1 day, 14:11:44 time: 0.6213 data_time: 0.0958 memory: 16132 grad_norm: 0.7315 loss: 3.8285 top1_acc: 0.0938 top5_acc: 0.3438 loss_cls: 3.8285 2023/07/19 22:27:33 - mmengine - INFO - Epoch(train) [1][3160/9365] lr: 3.9981e-01 eta: 1 day, 14:11:24 time: 0.6153 data_time: 0.0874 memory: 16132 grad_norm: 0.7078 loss: 3.7964 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7964 2023/07/19 22:27:45 - mmengine - INFO - Epoch(train) [1][3180/9365] lr: 3.9980e-01 eta: 1 day, 14:10:34 time: 0.5936 data_time: 0.0726 memory: 16132 grad_norm: 0.7261 loss: 3.8104 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.8104 2023/07/19 22:27:56 - mmengine - INFO - Epoch(train) [1][3200/9365] lr: 3.9980e-01 eta: 1 day, 14:09:03 time: 0.5632 data_time: 0.0872 memory: 16132 grad_norm: 0.7092 loss: 3.8114 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.8114 2023/07/19 22:28:08 - mmengine - INFO - Epoch(train) [1][3220/9365] lr: 3.9980e-01 eta: 1 day, 14:09:00 time: 0.6267 data_time: 0.1062 memory: 16132 grad_norm: 0.7223 loss: 3.8156 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 3.8156 2023/07/19 22:28:20 - mmengine - INFO - Epoch(train) [1][3240/9365] lr: 3.9980e-01 eta: 1 day, 14:08:15 time: 0.5958 data_time: 0.0805 memory: 16132 grad_norm: 0.7306 loss: 3.7059 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.7059 2023/07/19 22:28:33 - mmengine - INFO - Epoch(train) [1][3260/9365] lr: 3.9979e-01 eta: 1 day, 14:08:09 time: 0.6247 data_time: 0.1396 memory: 16132 grad_norm: 0.7312 loss: 3.9068 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.9068 2023/07/19 22:28:45 - mmengine - INFO - Epoch(train) [1][3280/9365] lr: 3.9979e-01 eta: 1 day, 14:07:35 time: 0.6034 data_time: 0.0755 memory: 16132 grad_norm: 0.7272 loss: 3.7927 top1_acc: 0.0938 top5_acc: 0.4062 loss_cls: 3.7927 2023/07/19 22:28:56 - mmengine - INFO - Epoch(train) [1][3300/9365] lr: 3.9979e-01 eta: 1 day, 14:06:21 time: 0.5744 data_time: 0.0802 memory: 16132 grad_norm: 0.7186 loss: 3.8173 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 3.8173 2023/07/19 22:29:09 - mmengine - INFO - Epoch(train) [1][3320/9365] lr: 3.9978e-01 eta: 1 day, 14:05:51 time: 0.6063 data_time: 0.0835 memory: 16132 grad_norm: 0.7264 loss: 3.8685 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.8685 2023/07/19 22:29:20 - mmengine - INFO - Epoch(train) [1][3340/9365] lr: 3.9978e-01 eta: 1 day, 14:04:59 time: 0.5890 data_time: 0.0838 memory: 16132 grad_norm: 0.7188 loss: 3.8909 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.8909 2023/07/19 22:29:34 - mmengine - INFO - Epoch(train) [1][3360/9365] lr: 3.9978e-01 eta: 1 day, 14:05:46 time: 0.6644 data_time: 0.0774 memory: 16132 grad_norm: 0.7191 loss: 3.8612 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.8612 2023/07/19 22:29:45 - mmengine - INFO - Epoch(train) [1][3380/9365] lr: 3.9978e-01 eta: 1 day, 14:04:57 time: 0.5918 data_time: 0.0844 memory: 16132 grad_norm: 0.7417 loss: 3.6619 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.6619 2023/07/19 22:29:58 - mmengine - INFO - Epoch(train) [1][3400/9365] lr: 3.9977e-01 eta: 1 day, 14:04:39 time: 0.6143 data_time: 0.0793 memory: 16132 grad_norm: 0.7002 loss: 3.8227 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.8227 2023/07/19 22:30:10 - mmengine - INFO - Epoch(train) [1][3420/9365] lr: 3.9977e-01 eta: 1 day, 14:04:38 time: 0.6282 data_time: 0.0799 memory: 16132 grad_norm: 0.7310 loss: 3.8688 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.8688 2023/07/19 22:30:22 - mmengine - INFO - Epoch(train) [1][3440/9365] lr: 3.9977e-01 eta: 1 day, 14:03:55 time: 0.5961 data_time: 0.0777 memory: 16132 grad_norm: 0.7240 loss: 3.7664 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.7664 2023/07/19 22:30:34 - mmengine - INFO - Epoch(train) [1][3460/9365] lr: 3.9977e-01 eta: 1 day, 14:03:12 time: 0.5950 data_time: 0.0971 memory: 16132 grad_norm: 0.7257 loss: 3.8810 top1_acc: 0.0938 top5_acc: 0.3750 loss_cls: 3.8810 2023/07/19 22:30:47 - mmengine - INFO - Epoch(train) [1][3480/9365] lr: 3.9976e-01 eta: 1 day, 14:03:14 time: 0.6302 data_time: 0.0908 memory: 16132 grad_norm: 0.7535 loss: 3.6449 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.6449 2023/07/19 22:30:59 - mmengine - INFO - Epoch(train) [1][3500/9365] lr: 3.9976e-01 eta: 1 day, 14:03:11 time: 0.6263 data_time: 0.0808 memory: 16132 grad_norm: 0.7433 loss: 3.8910 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 3.8910 2023/07/19 22:31:11 - mmengine - INFO - Epoch(train) [1][3520/9365] lr: 3.9976e-01 eta: 1 day, 14:02:17 time: 0.5864 data_time: 0.1236 memory: 16132 grad_norm: 0.7247 loss: 3.7544 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.7544 2023/07/19 22:31:23 - mmengine - INFO - Epoch(train) [1][3540/9365] lr: 3.9976e-01 eta: 1 day, 14:01:28 time: 0.5894 data_time: 0.0870 memory: 16132 grad_norm: 0.7181 loss: 3.7527 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.7527 2023/07/19 22:31:35 - mmengine - INFO - Epoch(train) [1][3560/9365] lr: 3.9975e-01 eta: 1 day, 14:01:22 time: 0.6243 data_time: 0.0856 memory: 16132 grad_norm: 0.7166 loss: 3.7054 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.7054 2023/07/19 22:31:48 - mmengine - INFO - Epoch(train) [1][3580/9365] lr: 3.9975e-01 eta: 1 day, 14:01:15 time: 0.6232 data_time: 0.0768 memory: 16132 grad_norm: 0.7315 loss: 3.7756 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.7756 2023/07/19 22:32:00 - mmengine - INFO - Epoch(train) [1][3600/9365] lr: 3.9975e-01 eta: 1 day, 14:00:46 time: 0.6047 data_time: 0.0781 memory: 16132 grad_norm: 0.7404 loss: 3.7325 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.7325 2023/07/19 22:32:12 - mmengine - INFO - Epoch(train) [1][3620/9365] lr: 3.9974e-01 eta: 1 day, 14:00:31 time: 0.6166 data_time: 0.0840 memory: 16132 grad_norm: 0.7382 loss: 3.7905 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.7905 2023/07/19 22:32:25 - mmengine - INFO - Epoch(train) [1][3640/9365] lr: 3.9974e-01 eta: 1 day, 14:00:35 time: 0.6325 data_time: 0.0835 memory: 16132 grad_norm: 0.7517 loss: 3.7765 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.7765 2023/07/19 22:32:37 - mmengine - INFO - Epoch(train) [1][3660/9365] lr: 3.9974e-01 eta: 1 day, 13:59:59 time: 0.5996 data_time: 0.0759 memory: 16132 grad_norm: 0.7456 loss: 3.6859 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.6859 2023/07/19 22:32:49 - mmengine - INFO - Epoch(train) [1][3680/9365] lr: 3.9974e-01 eta: 1 day, 13:59:28 time: 0.6031 data_time: 0.0774 memory: 16132 grad_norm: 0.7390 loss: 3.7036 top1_acc: 0.0625 top5_acc: 0.2500 loss_cls: 3.7036 2023/07/19 22:33:01 - mmengine - INFO - Epoch(train) [1][3700/9365] lr: 3.9973e-01 eta: 1 day, 13:58:56 time: 0.6020 data_time: 0.0779 memory: 16132 grad_norm: 0.7320 loss: 3.7889 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.7889 2023/07/19 22:33:13 - mmengine - INFO - Epoch(train) [1][3720/9365] lr: 3.9973e-01 eta: 1 day, 13:58:24 time: 0.6026 data_time: 0.1026 memory: 16132 grad_norm: 0.7388 loss: 3.7182 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.7182 2023/07/19 22:33:25 - mmengine - INFO - Epoch(train) [1][3740/9365] lr: 3.9973e-01 eta: 1 day, 13:57:51 time: 0.6004 data_time: 0.0795 memory: 16132 grad_norm: 0.7445 loss: 3.6438 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.6438 2023/07/19 22:33:37 - mmengine - INFO - Epoch(train) [1][3760/9365] lr: 3.9972e-01 eta: 1 day, 13:57:39 time: 0.6189 data_time: 0.1011 memory: 16132 grad_norm: 0.7485 loss: 3.8045 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.8045 2023/07/19 22:33:49 - mmengine - INFO - Epoch(train) [1][3780/9365] lr: 3.9972e-01 eta: 1 day, 13:57:14 time: 0.6072 data_time: 0.0846 memory: 16132 grad_norm: 0.7277 loss: 3.7656 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.7656 2023/07/19 22:34:02 - mmengine - INFO - Epoch(train) [1][3800/9365] lr: 3.9972e-01 eta: 1 day, 13:57:17 time: 0.6322 data_time: 0.0858 memory: 16132 grad_norm: 0.7487 loss: 3.6017 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.6017 2023/07/19 22:34:14 - mmengine - INFO - Epoch(train) [1][3820/9365] lr: 3.9972e-01 eta: 1 day, 13:56:33 time: 0.5911 data_time: 0.0811 memory: 16132 grad_norm: 0.7141 loss: 3.7236 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.7236 2023/07/19 22:34:26 - mmengine - INFO - Epoch(train) [1][3840/9365] lr: 3.9971e-01 eta: 1 day, 13:56:15 time: 0.6128 data_time: 0.1093 memory: 16132 grad_norm: 0.7358 loss: 3.7375 top1_acc: 0.1250 top5_acc: 0.3438 loss_cls: 3.7375 2023/07/19 22:34:39 - mmengine - INFO - Epoch(train) [1][3860/9365] lr: 3.9971e-01 eta: 1 day, 13:56:51 time: 0.6609 data_time: 0.0891 memory: 16132 grad_norm: 0.7377 loss: 3.7112 top1_acc: 0.2812 top5_acc: 0.3750 loss_cls: 3.7112 2023/07/19 22:34:51 - mmengine - INFO - Epoch(train) [1][3880/9365] lr: 3.9971e-01 eta: 1 day, 13:55:58 time: 0.5822 data_time: 0.0929 memory: 16132 grad_norm: 0.7581 loss: 3.8181 top1_acc: 0.1875 top5_acc: 0.3125 loss_cls: 3.8181 2023/07/19 22:35:03 - mmengine - INFO - Epoch(train) [1][3900/9365] lr: 3.9970e-01 eta: 1 day, 13:55:21 time: 0.5970 data_time: 0.0825 memory: 16132 grad_norm: 0.7241 loss: 3.8066 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.8066 2023/07/19 22:35:15 - mmengine - INFO - Epoch(train) [1][3920/9365] lr: 3.9970e-01 eta: 1 day, 13:55:08 time: 0.6174 data_time: 0.1343 memory: 16132 grad_norm: 0.7392 loss: 3.6763 top1_acc: 0.1875 top5_acc: 0.6562 loss_cls: 3.6763 2023/07/19 22:35:28 - mmengine - INFO - Epoch(train) [1][3940/9365] lr: 3.9970e-01 eta: 1 day, 13:54:57 time: 0.6190 data_time: 0.0778 memory: 16132 grad_norm: 0.7279 loss: 3.8898 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.8898 2023/07/19 22:35:40 - mmengine - INFO - Epoch(train) [1][3960/9365] lr: 3.9969e-01 eta: 1 day, 13:54:16 time: 0.5923 data_time: 0.0848 memory: 16132 grad_norm: 0.7271 loss: 3.6571 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.6571 2023/07/19 22:35:51 - mmengine - INFO - Epoch(train) [1][3980/9365] lr: 3.9969e-01 eta: 1 day, 13:53:33 time: 0.5902 data_time: 0.0777 memory: 16132 grad_norm: 0.7369 loss: 3.6757 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.6757 2023/07/19 22:36:04 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/19 22:36:04 - mmengine - INFO - Epoch(train) [1][4000/9365] lr: 3.9969e-01 eta: 1 day, 13:53:18 time: 0.6155 data_time: 0.1103 memory: 16132 grad_norm: 0.7513 loss: 3.6544 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 3.6544 2023/07/19 22:36:16 - mmengine - INFO - Epoch(train) [1][4020/9365] lr: 3.9968e-01 eta: 1 day, 13:52:49 time: 0.6031 data_time: 0.0810 memory: 16132 grad_norm: 0.7573 loss: 3.7641 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.7641 2023/07/19 22:36:29 - mmengine - INFO - Epoch(train) [1][4040/9365] lr: 3.9968e-01 eta: 1 day, 13:53:19 time: 0.6562 data_time: 0.1020 memory: 16132 grad_norm: 0.7286 loss: 3.7324 top1_acc: 0.1562 top5_acc: 0.2188 loss_cls: 3.7324 2023/07/19 22:36:40 - mmengine - INFO - Epoch(train) [1][4060/9365] lr: 3.9968e-01 eta: 1 day, 13:52:17 time: 0.5729 data_time: 0.1100 memory: 16132 grad_norm: 0.7476 loss: 3.6379 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.6379 2023/07/19 22:36:53 - mmengine - INFO - Epoch(train) [1][4080/9365] lr: 3.9968e-01 eta: 1 day, 13:51:57 time: 0.6108 data_time: 0.0921 memory: 16132 grad_norm: 0.7726 loss: 3.6977 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.6977 2023/07/19 22:37:05 - mmengine - INFO - Epoch(train) [1][4100/9365] lr: 3.9967e-01 eta: 1 day, 13:51:51 time: 0.6232 data_time: 0.0947 memory: 16132 grad_norm: 0.7258 loss: 3.7647 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.7647 2023/07/19 22:37:17 - mmengine - INFO - Epoch(train) [1][4120/9365] lr: 3.9967e-01 eta: 1 day, 13:51:21 time: 0.6011 data_time: 0.0789 memory: 16132 grad_norm: 0.7550 loss: 3.7050 top1_acc: 0.2188 top5_acc: 0.3438 loss_cls: 3.7050 2023/07/19 22:37:29 - mmengine - INFO - Epoch(train) [1][4140/9365] lr: 3.9967e-01 eta: 1 day, 13:51:09 time: 0.6178 data_time: 0.0791 memory: 16132 grad_norm: 0.7361 loss: 3.7142 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 3.7142 2023/07/19 22:37:42 - mmengine - INFO - Epoch(train) [1][4160/9365] lr: 3.9966e-01 eta: 1 day, 13:50:50 time: 0.6115 data_time: 0.0854 memory: 16132 grad_norm: 0.7600 loss: 3.7648 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.7648 2023/07/19 22:37:55 - mmengine - INFO - Epoch(train) [1][4180/9365] lr: 3.9966e-01 eta: 1 day, 13:51:07 time: 0.6462 data_time: 0.0965 memory: 16132 grad_norm: 0.7305 loss: 3.7919 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.7919 2023/07/19 22:38:07 - mmengine - INFO - Epoch(train) [1][4200/9365] lr: 3.9966e-01 eta: 1 day, 13:50:47 time: 0.6098 data_time: 0.0840 memory: 16132 grad_norm: 0.7509 loss: 3.5631 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.5631 2023/07/19 22:38:18 - mmengine - INFO - Epoch(train) [1][4220/9365] lr: 3.9965e-01 eta: 1 day, 13:50:00 time: 0.5850 data_time: 0.0821 memory: 16132 grad_norm: 0.7410 loss: 3.6618 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.6618 2023/07/19 22:38:31 - mmengine - INFO - Epoch(train) [1][4240/9365] lr: 3.9965e-01 eta: 1 day, 13:49:57 time: 0.6265 data_time: 0.1409 memory: 16132 grad_norm: 0.7365 loss: 3.5981 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.5981 2023/07/19 22:38:43 - mmengine - INFO - Epoch(train) [1][4260/9365] lr: 3.9965e-01 eta: 1 day, 13:49:23 time: 0.5965 data_time: 0.1039 memory: 16132 grad_norm: 0.7546 loss: 3.8249 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.8249 2023/07/19 22:38:55 - mmengine - INFO - Epoch(train) [1][4280/9365] lr: 3.9964e-01 eta: 1 day, 13:48:46 time: 0.5933 data_time: 0.0888 memory: 16132 grad_norm: 0.7269 loss: 3.6059 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.6059 2023/07/19 22:39:07 - mmengine - INFO - Epoch(train) [1][4300/9365] lr: 3.9964e-01 eta: 1 day, 13:48:24 time: 0.6085 data_time: 0.0875 memory: 16132 grad_norm: 0.7489 loss: 3.6184 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.6184 2023/07/19 22:39:19 - mmengine - INFO - Epoch(train) [1][4320/9365] lr: 3.9964e-01 eta: 1 day, 13:48:19 time: 0.6247 data_time: 0.0844 memory: 16132 grad_norm: 0.7390 loss: 3.6393 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.6393 2023/07/19 22:39:32 - mmengine - INFO - Epoch(train) [1][4340/9365] lr: 3.9963e-01 eta: 1 day, 13:48:05 time: 0.6152 data_time: 0.0833 memory: 16132 grad_norm: 0.7261 loss: 3.6464 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.6464 2023/07/19 22:39:43 - mmengine - INFO - Epoch(train) [1][4360/9365] lr: 3.9963e-01 eta: 1 day, 13:47:15 time: 0.5800 data_time: 0.0840 memory: 16132 grad_norm: 0.7534 loss: 3.6454 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.6454 2023/07/19 22:39:56 - mmengine - INFO - Epoch(train) [1][4380/9365] lr: 3.9963e-01 eta: 1 day, 13:47:14 time: 0.6290 data_time: 0.0871 memory: 16132 grad_norm: 0.7582 loss: 3.6525 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.6525 2023/07/19 22:40:08 - mmengine - INFO - Epoch(train) [1][4400/9365] lr: 3.9962e-01 eta: 1 day, 13:47:13 time: 0.6288 data_time: 0.0865 memory: 16132 grad_norm: 0.7426 loss: 3.6594 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.6594 2023/07/19 22:40:21 - mmengine - INFO - Epoch(train) [1][4420/9365] lr: 3.9962e-01 eta: 1 day, 13:47:00 time: 0.6159 data_time: 0.0932 memory: 16132 grad_norm: 0.7374 loss: 3.6533 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.6533 2023/07/19 22:40:32 - mmengine - INFO - Epoch(train) [1][4440/9365] lr: 3.9962e-01 eta: 1 day, 13:46:09 time: 0.5784 data_time: 0.1108 memory: 16132 grad_norm: 0.7388 loss: 3.7078 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.7078 2023/07/19 22:40:45 - mmengine - INFO - Epoch(train) [1][4460/9365] lr: 3.9961e-01 eta: 1 day, 13:46:04 time: 0.6249 data_time: 0.0811 memory: 16132 grad_norm: 0.7522 loss: 3.7368 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7368 2023/07/19 22:40:57 - mmengine - INFO - Epoch(train) [1][4480/9365] lr: 3.9961e-01 eta: 1 day, 13:45:30 time: 0.5950 data_time: 0.0819 memory: 16132 grad_norm: 0.7482 loss: 3.7225 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.7225 2023/07/19 22:41:09 - mmengine - INFO - Epoch(train) [1][4500/9365] lr: 3.9960e-01 eta: 1 day, 13:45:10 time: 0.6097 data_time: 0.0820 memory: 16132 grad_norm: 0.7312 loss: 3.7359 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7359 2023/07/19 22:41:21 - mmengine - INFO - Epoch(train) [1][4520/9365] lr: 3.9960e-01 eta: 1 day, 13:44:55 time: 0.6139 data_time: 0.0914 memory: 16132 grad_norm: 0.7576 loss: 3.7870 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.7870 2023/07/19 22:41:34 - mmengine - INFO - Epoch(train) [1][4540/9365] lr: 3.9960e-01 eta: 1 day, 13:45:14 time: 0.6494 data_time: 0.1022 memory: 16132 grad_norm: 0.7649 loss: 3.7756 top1_acc: 0.1875 top5_acc: 0.3438 loss_cls: 3.7756 2023/07/19 22:41:49 - mmengine - INFO - Epoch(train) [1][4560/9365] lr: 3.9959e-01 eta: 1 day, 13:46:58 time: 0.7382 data_time: 0.1087 memory: 16132 grad_norm: 0.7518 loss: 3.7311 top1_acc: 0.2500 top5_acc: 0.3438 loss_cls: 3.7311 2023/07/19 22:42:05 - mmengine - INFO - Epoch(train) [1][4580/9365] lr: 3.9959e-01 eta: 1 day, 13:49:33 time: 0.7911 data_time: 0.0826 memory: 16132 grad_norm: 0.7462 loss: 3.7428 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 3.7428 2023/07/19 22:42:22 - mmengine - INFO - Epoch(train) [1][4600/9365] lr: 3.9959e-01 eta: 1 day, 13:53:12 time: 0.8603 data_time: 0.0773 memory: 16132 grad_norm: 0.7503 loss: 3.7403 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.7403 2023/07/19 22:42:39 - mmengine - INFO - Epoch(train) [1][4620/9365] lr: 3.9958e-01 eta: 1 day, 13:56:51 time: 0.8629 data_time: 0.0740 memory: 16132 grad_norm: 0.7488 loss: 3.6970 top1_acc: 0.0625 top5_acc: 0.4062 loss_cls: 3.6970 2023/07/19 22:42:57 - mmengine - INFO - Epoch(train) [1][4640/9365] lr: 3.9958e-01 eta: 1 day, 14:00:39 time: 0.8735 data_time: 0.0723 memory: 16132 grad_norm: 0.7452 loss: 3.6657 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.6657 2023/07/19 22:43:15 - mmengine - INFO - Epoch(train) [1][4660/9365] lr: 3.9958e-01 eta: 1 day, 14:04:38 time: 0.8875 data_time: 0.0844 memory: 16132 grad_norm: 0.7499 loss: 3.6538 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.6538 2023/07/19 22:43:32 - mmengine - INFO - Epoch(train) [1][4680/9365] lr: 3.9957e-01 eta: 1 day, 14:08:40 time: 0.8933 data_time: 0.0865 memory: 16132 grad_norm: 0.7652 loss: 3.5412 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.5412 2023/07/19 22:43:50 - mmengine - INFO - Epoch(train) [1][4700/9365] lr: 3.9957e-01 eta: 1 day, 14:12:36 time: 0.8892 data_time: 0.0908 memory: 16132 grad_norm: 0.7345 loss: 3.5560 top1_acc: 0.0938 top5_acc: 0.5000 loss_cls: 3.5560 2023/07/19 22:44:08 - mmengine - INFO - Epoch(train) [1][4720/9365] lr: 3.9957e-01 eta: 1 day, 14:16:34 time: 0.8938 data_time: 0.0897 memory: 16132 grad_norm: 0.7613 loss: 3.7048 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.7048 2023/07/19 22:44:26 - mmengine - INFO - Epoch(train) [1][4740/9365] lr: 3.9956e-01 eta: 1 day, 14:20:37 time: 0.9015 data_time: 0.0927 memory: 16132 grad_norm: 0.7509 loss: 3.5779 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 3.5779 2023/07/19 22:44:44 - mmengine - INFO - Epoch(train) [1][4760/9365] lr: 3.9956e-01 eta: 1 day, 14:24:34 time: 0.8977 data_time: 0.0945 memory: 16132 grad_norm: 0.7689 loss: 3.5645 top1_acc: 0.2188 top5_acc: 0.3438 loss_cls: 3.5645 2023/07/19 22:45:02 - mmengine - INFO - Epoch(train) [1][4780/9365] lr: 3.9955e-01 eta: 1 day, 14:28:41 time: 0.9103 data_time: 0.1002 memory: 16132 grad_norm: 0.7620 loss: 3.5762 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.5762 2023/07/19 22:45:18 - mmengine - INFO - Epoch(train) [1][4800/9365] lr: 3.9955e-01 eta: 1 day, 14:30:44 time: 0.7774 data_time: 0.1037 memory: 16132 grad_norm: 0.7346 loss: 3.7174 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7174 2023/07/19 22:45:30 - mmengine - INFO - Epoch(train) [1][4820/9365] lr: 3.9955e-01 eta: 1 day, 14:30:16 time: 0.6141 data_time: 0.0929 memory: 16132 grad_norm: 0.7504 loss: 3.5884 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.5884 2023/07/19 22:45:42 - mmengine - INFO - Epoch(train) [1][4840/9365] lr: 3.9954e-01 eta: 1 day, 14:29:37 time: 0.6015 data_time: 0.0902 memory: 16132 grad_norm: 0.7584 loss: 3.5922 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 3.5922 2023/07/19 22:45:54 - mmengine - INFO - Epoch(train) [1][4860/9365] lr: 3.9954e-01 eta: 1 day, 14:29:10 time: 0.6135 data_time: 0.0960 memory: 16132 grad_norm: 0.7407 loss: 3.6186 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6186 2023/07/19 22:46:07 - mmengine - INFO - Epoch(train) [1][4880/9365] lr: 3.9954e-01 eta: 1 day, 14:28:45 time: 0.6168 data_time: 0.0895 memory: 16132 grad_norm: 0.7475 loss: 3.6463 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.6463 2023/07/19 22:46:19 - mmengine - INFO - Epoch(train) [1][4900/9365] lr: 3.9953e-01 eta: 1 day, 14:28:04 time: 0.5977 data_time: 0.0763 memory: 16132 grad_norm: 0.7616 loss: 3.6348 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.6348 2023/07/19 22:46:30 - mmengine - INFO - Epoch(train) [1][4920/9365] lr: 3.9953e-01 eta: 1 day, 14:27:13 time: 0.5874 data_time: 0.1007 memory: 16132 grad_norm: 0.7437 loss: 3.4976 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.4976 2023/07/19 22:46:43 - mmengine - INFO - Epoch(train) [1][4940/9365] lr: 3.9952e-01 eta: 1 day, 14:26:39 time: 0.6060 data_time: 0.0795 memory: 16132 grad_norm: 0.7472 loss: 3.5938 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.5938 2023/07/19 22:46:55 - mmengine - INFO - Epoch(train) [1][4960/9365] lr: 3.9952e-01 eta: 1 day, 14:26:08 time: 0.6077 data_time: 0.1450 memory: 16132 grad_norm: 0.7651 loss: 3.5685 top1_acc: 0.1562 top5_acc: 0.3125 loss_cls: 3.5685 2023/07/19 22:47:07 - mmengine - INFO - Epoch(train) [1][4980/9365] lr: 3.9952e-01 eta: 1 day, 14:25:43 time: 0.6163 data_time: 0.0850 memory: 16132 grad_norm: 0.7660 loss: 3.6062 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.6062 2023/07/19 22:47:19 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/19 22:47:19 - mmengine - INFO - Epoch(train) [1][5000/9365] lr: 3.9951e-01 eta: 1 day, 14:25:00 time: 0.5947 data_time: 0.1158 memory: 16132 grad_norm: 0.7576 loss: 3.4863 top1_acc: 0.2188 top5_acc: 0.3438 loss_cls: 3.4863 2023/07/19 22:47:31 - mmengine - INFO - Epoch(train) [1][5020/9365] lr: 3.9951e-01 eta: 1 day, 14:24:43 time: 0.6238 data_time: 0.0977 memory: 16132 grad_norm: 0.7515 loss: 3.6219 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.6219 2023/07/19 22:47:44 - mmengine - INFO - Epoch(train) [1][5040/9365] lr: 3.9950e-01 eta: 1 day, 14:24:26 time: 0.6248 data_time: 0.1034 memory: 16132 grad_norm: 0.7441 loss: 3.6229 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.6229 2023/07/19 22:47:56 - mmengine - INFO - Epoch(train) [1][5060/9365] lr: 3.9950e-01 eta: 1 day, 14:23:51 time: 0.6033 data_time: 0.0805 memory: 16132 grad_norm: 0.7521 loss: 3.5924 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.5924 2023/07/19 22:48:08 - mmengine - INFO - Epoch(train) [1][5080/9365] lr: 3.9950e-01 eta: 1 day, 14:23:26 time: 0.6144 data_time: 0.1153 memory: 16132 grad_norm: 0.7599 loss: 3.6224 top1_acc: 0.0625 top5_acc: 0.2188 loss_cls: 3.6224 2023/07/19 22:48:20 - mmengine - INFO - Epoch(train) [1][5100/9365] lr: 3.9949e-01 eta: 1 day, 14:22:53 time: 0.6053 data_time: 0.0809 memory: 16132 grad_norm: 0.7365 loss: 3.5882 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.5882 2023/07/19 22:48:33 - mmengine - INFO - Epoch(train) [1][5120/9365] lr: 3.9949e-01 eta: 1 day, 14:22:36 time: 0.6246 data_time: 0.1203 memory: 16132 grad_norm: 0.7644 loss: 3.5255 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 3.5255 2023/07/19 22:48:45 - mmengine - INFO - Epoch(train) [1][5140/9365] lr: 3.9948e-01 eta: 1 day, 14:22:19 time: 0.6233 data_time: 0.0776 memory: 16132 grad_norm: 0.7586 loss: 3.4823 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4823 2023/07/19 22:48:58 - mmengine - INFO - Epoch(train) [1][5160/9365] lr: 3.9948e-01 eta: 1 day, 14:21:56 time: 0.6173 data_time: 0.0778 memory: 16132 grad_norm: 0.7383 loss: 3.6518 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.6518 2023/07/19 22:49:10 - mmengine - INFO - Epoch(train) [1][5180/9365] lr: 3.9948e-01 eta: 1 day, 14:21:27 time: 0.6097 data_time: 0.0918 memory: 16132 grad_norm: 0.7657 loss: 3.6326 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.6326 2023/07/19 22:49:21 - mmengine - INFO - Epoch(train) [1][5200/9365] lr: 3.9947e-01 eta: 1 day, 14:20:34 time: 0.5804 data_time: 0.0766 memory: 16132 grad_norm: 0.7616 loss: 3.5084 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.5084 2023/07/19 22:49:34 - mmengine - INFO - Epoch(train) [1][5220/9365] lr: 3.9947e-01 eta: 1 day, 14:20:21 time: 0.6278 data_time: 0.0787 memory: 16132 grad_norm: 0.7551 loss: 3.6619 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.6619 2023/07/19 22:49:46 - mmengine - INFO - Epoch(train) [1][5240/9365] lr: 3.9946e-01 eta: 1 day, 14:20:01 time: 0.6203 data_time: 0.1298 memory: 16132 grad_norm: 0.7680 loss: 3.5662 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.5662 2023/07/19 22:49:58 - mmengine - INFO - Epoch(train) [1][5260/9365] lr: 3.9946e-01 eta: 1 day, 14:19:27 time: 0.6034 data_time: 0.0765 memory: 16132 grad_norm: 0.7876 loss: 3.6181 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 3.6181 2023/07/19 22:50:11 - mmengine - INFO - Epoch(train) [1][5280/9365] lr: 3.9946e-01 eta: 1 day, 14:19:07 time: 0.6192 data_time: 0.0742 memory: 16132 grad_norm: 0.7351 loss: 3.7652 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.7652 2023/07/19 22:50:23 - mmengine - INFO - Epoch(train) [1][5300/9365] lr: 3.9945e-01 eta: 1 day, 14:18:36 time: 0.6066 data_time: 0.1019 memory: 16132 grad_norm: 0.7348 loss: 3.5841 top1_acc: 0.2188 top5_acc: 0.3750 loss_cls: 3.5841 2023/07/19 22:50:35 - mmengine - INFO - Epoch(train) [1][5320/9365] lr: 3.9945e-01 eta: 1 day, 14:17:58 time: 0.5975 data_time: 0.0849 memory: 16132 grad_norm: 0.7608 loss: 3.5618 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.5618 2023/07/19 22:50:47 - mmengine - INFO - Epoch(train) [1][5340/9365] lr: 3.9944e-01 eta: 1 day, 14:17:20 time: 0.5975 data_time: 0.1137 memory: 16132 grad_norm: 0.7593 loss: 3.6033 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.6033 2023/07/19 22:50:59 - mmengine - INFO - Epoch(train) [1][5360/9365] lr: 3.9944e-01 eta: 1 day, 14:16:35 time: 0.5881 data_time: 0.0994 memory: 16132 grad_norm: 0.7761 loss: 3.6117 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 3.6117 2023/07/19 22:51:11 - mmengine - INFO - Epoch(train) [1][5380/9365] lr: 3.9943e-01 eta: 1 day, 14:16:28 time: 0.6349 data_time: 0.0837 memory: 16132 grad_norm: 0.7600 loss: 3.5872 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.5872 2023/07/19 22:51:24 - mmengine - INFO - Epoch(train) [1][5400/9365] lr: 3.9943e-01 eta: 1 day, 14:16:24 time: 0.6392 data_time: 0.0811 memory: 16132 grad_norm: 0.7712 loss: 3.5804 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.5804 2023/07/19 22:51:37 - mmengine - INFO - Epoch(train) [1][5420/9365] lr: 3.9943e-01 eta: 1 day, 14:16:05 time: 0.6197 data_time: 0.0782 memory: 16132 grad_norm: 0.7693 loss: 3.6648 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 3.6648 2023/07/19 22:51:50 - mmengine - INFO - Epoch(train) [1][5440/9365] lr: 3.9942e-01 eta: 1 day, 14:16:29 time: 0.6732 data_time: 0.1240 memory: 16132 grad_norm: 0.7565 loss: 3.5189 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.5189 2023/07/19 22:52:03 - mmengine - INFO - Epoch(train) [1][5460/9365] lr: 3.9942e-01 eta: 1 day, 14:16:21 time: 0.6339 data_time: 0.0867 memory: 16132 grad_norm: 0.7752 loss: 3.6416 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.6416 2023/07/19 22:52:15 - mmengine - INFO - Epoch(train) [1][5480/9365] lr: 3.9941e-01 eta: 1 day, 14:16:16 time: 0.6375 data_time: 0.1230 memory: 16132 grad_norm: 0.7596 loss: 3.5345 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.5345 2023/07/19 22:52:29 - mmengine - INFO - Epoch(train) [1][5500/9365] lr: 3.9941e-01 eta: 1 day, 14:16:52 time: 0.6896 data_time: 0.0908 memory: 16132 grad_norm: 0.7769 loss: 3.5453 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.5453 2023/07/19 22:52:41 - mmengine - INFO - Epoch(train) [1][5520/9365] lr: 3.9941e-01 eta: 1 day, 14:16:26 time: 0.6123 data_time: 0.0894 memory: 16132 grad_norm: 0.7551 loss: 3.5540 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.5540 2023/07/19 22:52:54 - mmengine - INFO - Epoch(train) [1][5540/9365] lr: 3.9940e-01 eta: 1 day, 14:16:02 time: 0.6132 data_time: 0.0864 memory: 16132 grad_norm: 0.7616 loss: 3.4108 top1_acc: 0.1250 top5_acc: 0.3438 loss_cls: 3.4108 2023/07/19 22:53:06 - mmengine - INFO - Epoch(train) [1][5560/9365] lr: 3.9940e-01 eta: 1 day, 14:15:29 time: 0.6026 data_time: 0.0821 memory: 16132 grad_norm: 0.7810 loss: 3.6594 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.6594 2023/07/19 22:53:18 - mmengine - INFO - Epoch(train) [1][5580/9365] lr: 3.9939e-01 eta: 1 day, 14:14:55 time: 0.6010 data_time: 0.1221 memory: 16132 grad_norm: 0.7657 loss: 3.5489 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.5489 2023/07/19 22:53:30 - mmengine - INFO - Epoch(train) [1][5600/9365] lr: 3.9939e-01 eta: 1 day, 14:14:38 time: 0.6227 data_time: 0.1029 memory: 16132 grad_norm: 0.7704 loss: 3.5755 top1_acc: 0.0938 top5_acc: 0.3438 loss_cls: 3.5755 2023/07/19 22:53:42 - mmengine - INFO - Epoch(train) [1][5620/9365] lr: 3.9938e-01 eta: 1 day, 14:13:52 time: 0.5858 data_time: 0.0922 memory: 16132 grad_norm: 0.7412 loss: 3.6056 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.6056 2023/07/19 22:53:54 - mmengine - INFO - Epoch(train) [1][5640/9365] lr: 3.9938e-01 eta: 1 day, 14:13:08 time: 0.5868 data_time: 0.0963 memory: 16132 grad_norm: 0.7606 loss: 3.6639 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.6639 2023/07/19 22:54:06 - mmengine - INFO - Epoch(train) [1][5660/9365] lr: 3.9937e-01 eta: 1 day, 14:12:47 time: 0.6173 data_time: 0.0872 memory: 16132 grad_norm: 0.7723 loss: 3.5484 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.5484 2023/07/19 22:54:18 - mmengine - INFO - Epoch(train) [1][5680/9365] lr: 3.9937e-01 eta: 1 day, 14:12:10 time: 0.5957 data_time: 0.0864 memory: 16132 grad_norm: 0.7670 loss: 3.5098 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.5098 2023/07/19 22:54:30 - mmengine - INFO - Epoch(train) [1][5700/9365] lr: 3.9937e-01 eta: 1 day, 14:11:41 time: 0.6075 data_time: 0.0900 memory: 16132 grad_norm: 0.7721 loss: 3.4792 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.4792 2023/07/19 22:54:43 - mmengine - INFO - Epoch(train) [1][5720/9365] lr: 3.9936e-01 eta: 1 day, 14:11:50 time: 0.6550 data_time: 0.0967 memory: 16132 grad_norm: 0.7705 loss: 3.4611 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.4611 2023/07/19 22:54:56 - mmengine - INFO - Epoch(train) [1][5740/9365] lr: 3.9936e-01 eta: 1 day, 14:11:49 time: 0.6435 data_time: 0.0856 memory: 16132 grad_norm: 0.7713 loss: 3.6626 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.6626 2023/07/19 22:55:09 - mmengine - INFO - Epoch(train) [1][5760/9365] lr: 3.9935e-01 eta: 1 day, 14:12:03 time: 0.6626 data_time: 0.0885 memory: 16132 grad_norm: 0.7830 loss: 3.7972 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.7972 2023/07/19 22:55:22 - mmengine - INFO - Epoch(train) [1][5780/9365] lr: 3.9935e-01 eta: 1 day, 14:12:02 time: 0.6436 data_time: 0.1157 memory: 16132 grad_norm: 0.7459 loss: 3.6838 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.6838 2023/07/19 22:55:36 - mmengine - INFO - Epoch(train) [1][5800/9365] lr: 3.9934e-01 eta: 1 day, 14:12:26 time: 0.6762 data_time: 0.0997 memory: 16132 grad_norm: 0.7862 loss: 3.4988 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.4988 2023/07/19 22:55:49 - mmengine - INFO - Epoch(train) [1][5820/9365] lr: 3.9934e-01 eta: 1 day, 14:12:45 time: 0.6703 data_time: 0.0893 memory: 16132 grad_norm: 0.7597 loss: 3.5721 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.5721 2023/07/19 22:56:03 - mmengine - INFO - Epoch(train) [1][5840/9365] lr: 3.9933e-01 eta: 1 day, 14:13:07 time: 0.6735 data_time: 0.1203 memory: 16132 grad_norm: 0.7620 loss: 3.5853 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.5853 2023/07/19 22:56:17 - mmengine - INFO - Epoch(train) [1][5860/9365] lr: 3.9933e-01 eta: 1 day, 14:13:49 time: 0.7019 data_time: 0.1340 memory: 16132 grad_norm: 0.7708 loss: 3.5696 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.5696 2023/07/19 22:56:32 - mmengine - INFO - Epoch(train) [1][5880/9365] lr: 3.9933e-01 eta: 1 day, 14:15:05 time: 0.7473 data_time: 0.1628 memory: 16132 grad_norm: 0.7647 loss: 3.5511 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.5511 2023/07/19 22:56:46 - mmengine - INFO - Epoch(train) [1][5900/9365] lr: 3.9932e-01 eta: 1 day, 14:16:03 time: 0.7252 data_time: 0.1259 memory: 16132 grad_norm: 0.7684 loss: 3.5938 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.5938 2023/07/19 22:57:00 - mmengine - INFO - Epoch(train) [1][5920/9365] lr: 3.9932e-01 eta: 1 day, 14:16:53 time: 0.7132 data_time: 0.1104 memory: 16132 grad_norm: 0.7722 loss: 3.5232 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.5232 2023/07/19 22:57:13 - mmengine - INFO - Epoch(train) [1][5940/9365] lr: 3.9931e-01 eta: 1 day, 14:16:44 time: 0.6348 data_time: 0.0993 memory: 16132 grad_norm: 0.7653 loss: 3.5617 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.5617 2023/07/19 22:57:26 - mmengine - INFO - Epoch(train) [1][5960/9365] lr: 3.9931e-01 eta: 1 day, 14:16:46 time: 0.6506 data_time: 0.1258 memory: 16132 grad_norm: 0.7742 loss: 3.4787 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.4787 2023/07/19 22:57:39 - mmengine - INFO - Epoch(train) [1][5980/9365] lr: 3.9930e-01 eta: 1 day, 14:17:02 time: 0.6687 data_time: 0.1007 memory: 16132 grad_norm: 0.7695 loss: 3.5123 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.5123 2023/07/19 22:57:52 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/19 22:57:52 - mmengine - INFO - Epoch(train) [1][6000/9365] lr: 3.9930e-01 eta: 1 day, 14:16:45 time: 0.6235 data_time: 0.0855 memory: 16132 grad_norm: 0.7723 loss: 3.6290 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.6290 2023/07/19 22:58:05 - mmengine - INFO - Epoch(train) [1][6020/9365] lr: 3.9929e-01 eta: 1 day, 14:16:59 time: 0.6665 data_time: 0.0832 memory: 16132 grad_norm: 0.7790 loss: 3.4945 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.4945 2023/07/19 22:58:18 - mmengine - INFO - Epoch(train) [1][6040/9365] lr: 3.9929e-01 eta: 1 day, 14:16:54 time: 0.6412 data_time: 0.0809 memory: 16132 grad_norm: 0.7522 loss: 3.6613 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.6613 2023/07/19 22:58:30 - mmengine - INFO - Epoch(train) [1][6060/9365] lr: 3.9928e-01 eta: 1 day, 14:16:33 time: 0.6181 data_time: 0.0856 memory: 16132 grad_norm: 0.7933 loss: 3.5844 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.5844 2023/07/19 22:58:44 - mmengine - INFO - Epoch(train) [1][6080/9365] lr: 3.9928e-01 eta: 1 day, 14:16:53 time: 0.6745 data_time: 0.0892 memory: 16132 grad_norm: 0.7654 loss: 3.6523 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.6523 2023/07/19 22:58:57 - mmengine - INFO - Epoch(train) [1][6100/9365] lr: 3.9927e-01 eta: 1 day, 14:17:03 time: 0.6618 data_time: 0.0809 memory: 16132 grad_norm: 0.7638 loss: 3.5858 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.5858 2023/07/19 22:59:11 - mmengine - INFO - Epoch(train) [1][6120/9365] lr: 3.9927e-01 eta: 1 day, 14:17:21 time: 0.6737 data_time: 0.0874 memory: 16132 grad_norm: 0.7694 loss: 3.6335 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.6335 2023/07/19 22:59:23 - mmengine - INFO - Epoch(train) [1][6140/9365] lr: 3.9926e-01 eta: 1 day, 14:16:53 time: 0.6089 data_time: 0.0784 memory: 16132 grad_norm: 0.7762 loss: 3.6518 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.6518 2023/07/19 22:59:35 - mmengine - INFO - Epoch(train) [1][6160/9365] lr: 3.9926e-01 eta: 1 day, 14:16:41 time: 0.6316 data_time: 0.1274 memory: 16132 grad_norm: 0.7757 loss: 3.6565 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.6565 2023/07/19 22:59:49 - mmengine - INFO - Epoch(train) [1][6180/9365] lr: 3.9925e-01 eta: 1 day, 14:16:47 time: 0.6563 data_time: 0.1586 memory: 16132 grad_norm: 0.7586 loss: 3.5236 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.5236 2023/07/19 23:00:02 - mmengine - INFO - Epoch(train) [1][6200/9365] lr: 3.9925e-01 eta: 1 day, 14:16:51 time: 0.6538 data_time: 0.1216 memory: 16132 grad_norm: 0.7603 loss: 3.6664 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.6664 2023/07/19 23:00:14 - mmengine - INFO - Epoch(train) [1][6220/9365] lr: 3.9924e-01 eta: 1 day, 14:16:28 time: 0.6159 data_time: 0.1093 memory: 16132 grad_norm: 0.7451 loss: 3.6951 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.6951 2023/07/19 23:00:28 - mmengine - INFO - Epoch(train) [1][6240/9365] lr: 3.9924e-01 eta: 1 day, 14:16:56 time: 0.6887 data_time: 0.1073 memory: 16132 grad_norm: 0.7763 loss: 3.4488 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.4488 2023/07/19 23:00:40 - mmengine - INFO - Epoch(train) [1][6260/9365] lr: 3.9924e-01 eta: 1 day, 14:16:26 time: 0.6051 data_time: 0.0903 memory: 16132 grad_norm: 0.7498 loss: 3.5318 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5318 2023/07/19 23:00:53 - mmengine - INFO - Epoch(train) [1][6280/9365] lr: 3.9923e-01 eta: 1 day, 14:16:33 time: 0.6593 data_time: 0.0850 memory: 16132 grad_norm: 0.7719 loss: 3.6068 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.6068 2023/07/19 23:01:06 - mmengine - INFO - Epoch(train) [1][6300/9365] lr: 3.9923e-01 eta: 1 day, 14:16:18 time: 0.6274 data_time: 0.1010 memory: 16132 grad_norm: 0.7789 loss: 3.7581 top1_acc: 0.0625 top5_acc: 0.3125 loss_cls: 3.7581 2023/07/19 23:01:19 - mmengine - INFO - Epoch(train) [1][6320/9365] lr: 3.9922e-01 eta: 1 day, 14:16:20 time: 0.6520 data_time: 0.1596 memory: 16132 grad_norm: 0.7598 loss: 3.6998 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6998 2023/07/19 23:01:32 - mmengine - INFO - Epoch(train) [1][6340/9365] lr: 3.9922e-01 eta: 1 day, 14:16:22 time: 0.6519 data_time: 0.0961 memory: 16132 grad_norm: 0.7818 loss: 3.5291 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5291 2023/07/19 23:01:46 - mmengine - INFO - Epoch(train) [1][6360/9365] lr: 3.9921e-01 eta: 1 day, 14:17:00 time: 0.7039 data_time: 0.1078 memory: 16132 grad_norm: 0.7527 loss: 3.5206 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.5206 2023/07/19 23:01:58 - mmengine - INFO - Epoch(train) [1][6380/9365] lr: 3.9921e-01 eta: 1 day, 14:16:38 time: 0.6172 data_time: 0.0803 memory: 16132 grad_norm: 0.7825 loss: 3.5848 top1_acc: 0.2188 top5_acc: 0.3750 loss_cls: 3.5848 2023/07/19 23:02:11 - mmengine - INFO - Epoch(train) [1][6400/9365] lr: 3.9920e-01 eta: 1 day, 14:16:40 time: 0.6535 data_time: 0.0886 memory: 16132 grad_norm: 0.7781 loss: 3.5941 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.5941 2023/07/19 23:02:24 - mmengine - INFO - Epoch(train) [1][6420/9365] lr: 3.9920e-01 eta: 1 day, 14:16:23 time: 0.6245 data_time: 0.0911 memory: 16132 grad_norm: 0.7901 loss: 3.6038 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.6038 2023/07/19 23:02:37 - mmengine - INFO - Epoch(train) [1][6440/9365] lr: 3.9919e-01 eta: 1 day, 14:16:33 time: 0.6645 data_time: 0.1074 memory: 16132 grad_norm: 0.7699 loss: 3.5183 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.5183 2023/07/19 23:02:50 - mmengine - INFO - Epoch(train) [1][6460/9365] lr: 3.9919e-01 eta: 1 day, 14:16:20 time: 0.6294 data_time: 0.0871 memory: 16132 grad_norm: 0.7739 loss: 3.4522 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.4522 2023/07/19 23:03:02 - mmengine - INFO - Epoch(train) [1][6480/9365] lr: 3.9918e-01 eta: 1 day, 14:16:06 time: 0.6304 data_time: 0.0963 memory: 16132 grad_norm: 0.7746 loss: 3.6609 top1_acc: 0.3125 top5_acc: 0.3750 loss_cls: 3.6609 2023/07/19 23:03:14 - mmengine - INFO - Epoch(train) [1][6500/9365] lr: 3.9918e-01 eta: 1 day, 14:15:21 time: 0.5826 data_time: 0.0858 memory: 16132 grad_norm: 0.7771 loss: 3.5606 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5606 2023/07/19 23:03:26 - mmengine - INFO - Epoch(train) [1][6520/9365] lr: 3.9917e-01 eta: 1 day, 14:14:41 time: 0.5894 data_time: 0.0831 memory: 16132 grad_norm: 0.7682 loss: 3.6939 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6939 2023/07/19 23:03:38 - mmengine - INFO - Epoch(train) [1][6540/9365] lr: 3.9917e-01 eta: 1 day, 14:14:06 time: 0.5981 data_time: 0.0966 memory: 16132 grad_norm: 0.7725 loss: 3.4870 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.4870 2023/07/19 23:03:50 - mmengine - INFO - Epoch(train) [1][6560/9365] lr: 3.9916e-01 eta: 1 day, 14:13:50 time: 0.6258 data_time: 0.1165 memory: 16132 grad_norm: 0.7804 loss: 3.5251 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.5251 2023/07/19 23:04:02 - mmengine - INFO - Epoch(train) [1][6580/9365] lr: 3.9915e-01 eta: 1 day, 14:13:18 time: 0.6008 data_time: 0.1018 memory: 16132 grad_norm: 0.7816 loss: 3.6129 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.6129 2023/07/19 23:04:14 - mmengine - INFO - Epoch(train) [1][6600/9365] lr: 3.9915e-01 eta: 1 day, 14:12:44 time: 0.5990 data_time: 0.0793 memory: 16132 grad_norm: 0.7793 loss: 3.4659 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.4659 2023/07/19 23:04:26 - mmengine - INFO - Epoch(train) [1][6620/9365] lr: 3.9914e-01 eta: 1 day, 14:12:20 time: 0.6126 data_time: 0.0997 memory: 16132 grad_norm: 0.7786 loss: 3.6134 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.6134 2023/07/19 23:04:38 - mmengine - INFO - Epoch(train) [1][6640/9365] lr: 3.9914e-01 eta: 1 day, 14:11:40 time: 0.5886 data_time: 0.1108 memory: 16132 grad_norm: 0.7577 loss: 3.5170 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.5170 2023/07/19 23:04:50 - mmengine - INFO - Epoch(train) [1][6660/9365] lr: 3.9913e-01 eta: 1 day, 14:11:09 time: 0.6034 data_time: 0.0964 memory: 16132 grad_norm: 0.7776 loss: 3.5386 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.5386 2023/07/19 23:05:02 - mmengine - INFO - Epoch(train) [1][6680/9365] lr: 3.9913e-01 eta: 1 day, 14:10:38 time: 0.6017 data_time: 0.0870 memory: 16132 grad_norm: 0.7918 loss: 3.5274 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.5274 2023/07/19 23:05:14 - mmengine - INFO - Epoch(train) [1][6700/9365] lr: 3.9912e-01 eta: 1 day, 14:10:08 time: 0.6032 data_time: 0.0842 memory: 16132 grad_norm: 0.7747 loss: 3.6477 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.6477 2023/07/19 23:05:26 - mmengine - INFO - Epoch(train) [1][6720/9365] lr: 3.9912e-01 eta: 1 day, 14:09:41 time: 0.6072 data_time: 0.0828 memory: 16132 grad_norm: 0.7857 loss: 3.6045 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.6045 2023/07/19 23:05:38 - mmengine - INFO - Epoch(train) [1][6740/9365] lr: 3.9911e-01 eta: 1 day, 14:08:56 time: 0.5808 data_time: 0.0835 memory: 16132 grad_norm: 0.7893 loss: 3.5629 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.5629 2023/07/19 23:05:50 - mmengine - INFO - Epoch(train) [1][6760/9365] lr: 3.9911e-01 eta: 1 day, 14:08:32 time: 0.6120 data_time: 0.1011 memory: 16132 grad_norm: 0.7746 loss: 3.4650 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.4650 2023/07/19 23:06:03 - mmengine - INFO - Epoch(train) [1][6780/9365] lr: 3.9910e-01 eta: 1 day, 14:08:11 time: 0.6169 data_time: 0.0800 memory: 16132 grad_norm: 0.7767 loss: 3.5717 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.5717 2023/07/19 23:06:15 - mmengine - INFO - Epoch(train) [1][6800/9365] lr: 3.9910e-01 eta: 1 day, 14:07:40 time: 0.6006 data_time: 0.1065 memory: 16132 grad_norm: 0.7775 loss: 3.5881 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.5881 2023/07/19 23:06:26 - mmengine - INFO - Epoch(train) [1][6820/9365] lr: 3.9909e-01 eta: 1 day, 14:06:57 time: 0.5836 data_time: 0.0893 memory: 16132 grad_norm: 0.7879 loss: 3.5663 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.5663 2023/07/19 23:06:38 - mmengine - INFO - Epoch(train) [1][6840/9365] lr: 3.9909e-01 eta: 1 day, 14:06:20 time: 0.5911 data_time: 0.0826 memory: 16132 grad_norm: 0.7862 loss: 3.6407 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.6407 2023/07/19 23:06:50 - mmengine - INFO - Epoch(train) [1][6860/9365] lr: 3.9908e-01 eta: 1 day, 14:05:51 time: 0.6025 data_time: 0.0834 memory: 16132 grad_norm: 0.7993 loss: 3.4973 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4973 2023/07/19 23:07:02 - mmengine - INFO - Epoch(train) [1][6880/9365] lr: 3.9908e-01 eta: 1 day, 14:05:16 time: 0.5950 data_time: 0.0943 memory: 16132 grad_norm: 0.7867 loss: 3.5896 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.5896 2023/07/19 23:07:14 - mmengine - INFO - Epoch(train) [1][6900/9365] lr: 3.9907e-01 eta: 1 day, 14:04:45 time: 0.6006 data_time: 0.0873 memory: 16132 grad_norm: 0.7685 loss: 3.6572 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6572 2023/07/19 23:07:26 - mmengine - INFO - Epoch(train) [1][6920/9365] lr: 3.9907e-01 eta: 1 day, 14:04:07 time: 0.5883 data_time: 0.0818 memory: 16132 grad_norm: 0.7700 loss: 3.5383 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.5383 2023/07/19 23:07:38 - mmengine - INFO - Epoch(train) [1][6940/9365] lr: 3.9906e-01 eta: 1 day, 14:03:31 time: 0.5924 data_time: 0.0848 memory: 16132 grad_norm: 0.8025 loss: 3.4599 top1_acc: 0.0938 top5_acc: 0.4375 loss_cls: 3.4599 2023/07/19 23:07:50 - mmengine - INFO - Epoch(train) [1][6960/9365] lr: 3.9905e-01 eta: 1 day, 14:03:01 time: 0.6009 data_time: 0.0798 memory: 16132 grad_norm: 0.7727 loss: 3.7204 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.7204 2023/07/19 23:08:02 - mmengine - INFO - Epoch(train) [1][6980/9365] lr: 3.9905e-01 eta: 1 day, 14:02:35 time: 0.6063 data_time: 0.0951 memory: 16132 grad_norm: 0.7774 loss: 3.5121 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.5121 2023/07/19 23:08:14 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/19 23:08:14 - mmengine - INFO - Epoch(train) [1][7000/9365] lr: 3.9904e-01 eta: 1 day, 14:02:16 time: 0.6198 data_time: 0.1103 memory: 16132 grad_norm: 0.8095 loss: 3.5439 top1_acc: 0.2188 top5_acc: 0.3750 loss_cls: 3.5439 2023/07/19 23:08:27 - mmengine - INFO - Epoch(train) [1][7020/9365] lr: 3.9904e-01 eta: 1 day, 14:01:58 time: 0.6195 data_time: 0.0891 memory: 16132 grad_norm: 0.7746 loss: 3.5738 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.5738 2023/07/19 23:08:39 - mmengine - INFO - Epoch(train) [1][7040/9365] lr: 3.9903e-01 eta: 1 day, 14:01:27 time: 0.5992 data_time: 0.0875 memory: 16132 grad_norm: 0.7778 loss: 3.4244 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.4244 2023/07/19 23:08:51 - mmengine - INFO - Epoch(train) [1][7060/9365] lr: 3.9903e-01 eta: 1 day, 14:01:01 time: 0.6070 data_time: 0.0854 memory: 16132 grad_norm: 0.7671 loss: 3.5213 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.5213 2023/07/19 23:09:03 - mmengine - INFO - Epoch(train) [1][7080/9365] lr: 3.9902e-01 eta: 1 day, 14:00:38 time: 0.6110 data_time: 0.0819 memory: 16132 grad_norm: 0.7893 loss: 3.4454 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.4454 2023/07/19 23:09:15 - mmengine - INFO - Epoch(train) [1][7100/9365] lr: 3.9902e-01 eta: 1 day, 14:00:23 time: 0.6249 data_time: 0.0973 memory: 16132 grad_norm: 0.7924 loss: 3.6421 top1_acc: 0.0625 top5_acc: 0.4375 loss_cls: 3.6421 2023/07/19 23:09:27 - mmengine - INFO - Epoch(train) [1][7120/9365] lr: 3.9901e-01 eta: 1 day, 13:59:43 time: 0.5835 data_time: 0.0798 memory: 16132 grad_norm: 0.7779 loss: 3.4724 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.4724 2023/07/19 23:09:39 - mmengine - INFO - Epoch(train) [1][7140/9365] lr: 3.9901e-01 eta: 1 day, 13:59:20 time: 0.6117 data_time: 0.0843 memory: 16132 grad_norm: 0.7701 loss: 3.5151 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.5151 2023/07/19 23:09:52 - mmengine - INFO - Epoch(train) [1][7160/9365] lr: 3.9900e-01 eta: 1 day, 13:59:19 time: 0.6472 data_time: 0.1496 memory: 16132 grad_norm: 0.7894 loss: 3.4028 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.4028 2023/07/19 23:10:05 - mmengine - INFO - Epoch(train) [1][7180/9365] lr: 3.9899e-01 eta: 1 day, 13:59:11 time: 0.6372 data_time: 0.0874 memory: 16132 grad_norm: 0.7891 loss: 3.5542 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.5542 2023/07/19 23:10:21 - mmengine - INFO - Epoch(train) [1][7200/9365] lr: 3.9899e-01 eta: 1 day, 14:00:27 time: 0.7748 data_time: 0.1677 memory: 16132 grad_norm: 0.7752 loss: 3.5089 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.5089 2023/07/19 23:10:33 - mmengine - INFO - Epoch(train) [1][7220/9365] lr: 3.9898e-01 eta: 1 day, 14:00:18 time: 0.6343 data_time: 0.0919 memory: 16132 grad_norm: 0.8001 loss: 3.4751 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.4751 2023/07/19 23:10:46 - mmengine - INFO - Epoch(train) [1][7240/9365] lr: 3.9898e-01 eta: 1 day, 14:00:13 time: 0.6416 data_time: 0.1255 memory: 16132 grad_norm: 0.7898 loss: 3.5712 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5712 2023/07/19 23:10:59 - mmengine - INFO - Epoch(train) [1][7260/9365] lr: 3.9897e-01 eta: 1 day, 13:59:58 time: 0.6241 data_time: 0.1061 memory: 16132 grad_norm: 0.7995 loss: 3.4595 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.4595 2023/07/19 23:11:11 - mmengine - INFO - Epoch(train) [1][7280/9365] lr: 3.9897e-01 eta: 1 day, 13:59:52 time: 0.6413 data_time: 0.0854 memory: 16132 grad_norm: 0.7860 loss: 3.5477 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.5477 2023/07/19 23:11:24 - mmengine - INFO - Epoch(train) [1][7300/9365] lr: 3.9896e-01 eta: 1 day, 13:59:39 time: 0.6271 data_time: 0.1013 memory: 16132 grad_norm: 0.7737 loss: 3.4800 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.4800 2023/07/19 23:11:36 - mmengine - INFO - Epoch(train) [1][7320/9365] lr: 3.9895e-01 eta: 1 day, 13:59:19 time: 0.6174 data_time: 0.0888 memory: 16132 grad_norm: 0.7982 loss: 3.4762 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.4762 2023/07/19 23:11:49 - mmengine - INFO - Epoch(train) [1][7340/9365] lr: 3.9895e-01 eta: 1 day, 13:58:57 time: 0.6131 data_time: 0.0994 memory: 16132 grad_norm: 0.7726 loss: 3.3996 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.3996 2023/07/19 23:12:01 - mmengine - INFO - Epoch(train) [1][7360/9365] lr: 3.9894e-01 eta: 1 day, 13:58:43 time: 0.6254 data_time: 0.0924 memory: 16132 grad_norm: 0.7852 loss: 3.5994 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.5994 2023/07/19 23:12:14 - mmengine - INFO - Epoch(train) [1][7380/9365] lr: 3.9894e-01 eta: 1 day, 13:58:35 time: 0.6370 data_time: 0.1088 memory: 16132 grad_norm: 0.7897 loss: 3.4587 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.4587 2023/07/19 23:12:26 - mmengine - INFO - Epoch(train) [1][7400/9365] lr: 3.9893e-01 eta: 1 day, 13:58:05 time: 0.5995 data_time: 0.0912 memory: 16132 grad_norm: 0.7685 loss: 3.4045 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4045 2023/07/19 23:12:39 - mmengine - INFO - Epoch(train) [1][7420/9365] lr: 3.9893e-01 eta: 1 day, 13:58:03 time: 0.6465 data_time: 0.1354 memory: 16132 grad_norm: 0.7954 loss: 3.4699 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.4699 2023/07/19 23:12:51 - mmengine - INFO - Epoch(train) [1][7440/9365] lr: 3.9892e-01 eta: 1 day, 13:57:31 time: 0.5962 data_time: 0.1174 memory: 16132 grad_norm: 0.7873 loss: 3.6512 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.6512 2023/07/19 23:13:04 - mmengine - INFO - Epoch(train) [1][7460/9365] lr: 3.9891e-01 eta: 1 day, 13:57:38 time: 0.6623 data_time: 0.0828 memory: 16132 grad_norm: 0.7769 loss: 3.4699 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.4699 2023/07/19 23:13:17 - mmengine - INFO - Epoch(train) [1][7480/9365] lr: 3.9891e-01 eta: 1 day, 13:57:32 time: 0.6403 data_time: 0.1291 memory: 16132 grad_norm: 0.7786 loss: 3.4738 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 3.4738 2023/07/19 23:13:29 - mmengine - INFO - Epoch(train) [1][7500/9365] lr: 3.9890e-01 eta: 1 day, 13:57:24 time: 0.6368 data_time: 0.0919 memory: 16132 grad_norm: 0.7939 loss: 3.4889 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.4889 2023/07/19 23:13:41 - mmengine - INFO - Epoch(train) [1][7520/9365] lr: 3.9890e-01 eta: 1 day, 13:56:55 time: 0.6000 data_time: 0.1002 memory: 16132 grad_norm: 0.7938 loss: 3.5399 top1_acc: 0.0625 top5_acc: 0.4062 loss_cls: 3.5399 2023/07/19 23:13:55 - mmengine - INFO - Epoch(train) [1][7540/9365] lr: 3.9889e-01 eta: 1 day, 13:57:11 time: 0.6789 data_time: 0.1344 memory: 16132 grad_norm: 0.7873 loss: 3.6762 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.6762 2023/07/19 23:14:08 - mmengine - INFO - Epoch(train) [1][7560/9365] lr: 3.9888e-01 eta: 1 day, 13:57:00 time: 0.6310 data_time: 0.1196 memory: 16132 grad_norm: 0.7666 loss: 3.4579 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.4579 2023/07/19 23:14:19 - mmengine - INFO - Epoch(train) [1][7580/9365] lr: 3.9888e-01 eta: 1 day, 13:56:21 time: 0.5836 data_time: 0.0873 memory: 16132 grad_norm: 0.7906 loss: 3.4252 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.4252 2023/07/19 23:14:32 - mmengine - INFO - Epoch(train) [1][7600/9365] lr: 3.9887e-01 eta: 1 day, 13:56:21 time: 0.6507 data_time: 0.0942 memory: 16132 grad_norm: 0.7851 loss: 3.5640 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.5640 2023/07/19 23:14:45 - mmengine - INFO - Epoch(train) [1][7620/9365] lr: 3.9887e-01 eta: 1 day, 13:56:09 time: 0.6303 data_time: 0.0999 memory: 16132 grad_norm: 0.8035 loss: 3.4895 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.4895 2023/07/19 23:14:58 - mmengine - INFO - Epoch(train) [1][7640/9365] lr: 3.9886e-01 eta: 1 day, 13:55:57 time: 0.6304 data_time: 0.1033 memory: 16132 grad_norm: 0.7948 loss: 3.5564 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.5564 2023/07/19 23:15:10 - mmengine - INFO - Epoch(train) [1][7660/9365] lr: 3.9886e-01 eta: 1 day, 13:55:50 time: 0.6380 data_time: 0.1218 memory: 16132 grad_norm: 0.7951 loss: 3.4545 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4545 2023/07/19 23:15:24 - mmengine - INFO - Epoch(train) [1][7680/9365] lr: 3.9885e-01 eta: 1 day, 13:55:57 time: 0.6647 data_time: 0.1215 memory: 16132 grad_norm: 0.7892 loss: 3.5100 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.5100 2023/07/19 23:15:35 - mmengine - INFO - Epoch(train) [1][7700/9365] lr: 3.9884e-01 eta: 1 day, 13:55:23 time: 0.5906 data_time: 0.0962 memory: 16132 grad_norm: 0.7896 loss: 3.3559 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.3559 2023/07/19 23:15:48 - mmengine - INFO - Epoch(train) [1][7720/9365] lr: 3.9884e-01 eta: 1 day, 13:55:07 time: 0.6225 data_time: 0.1389 memory: 16132 grad_norm: 0.7955 loss: 3.5416 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.5416 2023/07/19 23:16:00 - mmengine - INFO - Epoch(train) [1][7740/9365] lr: 3.9883e-01 eta: 1 day, 13:54:50 time: 0.6208 data_time: 0.1101 memory: 16132 grad_norm: 0.7816 loss: 3.3734 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.3734 2023/07/19 23:16:14 - mmengine - INFO - Epoch(train) [1][7760/9365] lr: 3.9882e-01 eta: 1 day, 13:54:58 time: 0.6655 data_time: 0.1110 memory: 16132 grad_norm: 0.8061 loss: 3.3256 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.3256 2023/07/19 23:16:28 - mmengine - INFO - Epoch(train) [1][7780/9365] lr: 3.9882e-01 eta: 1 day, 13:55:23 time: 0.6961 data_time: 0.1409 memory: 16132 grad_norm: 0.7953 loss: 3.4446 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.4446 2023/07/19 23:16:41 - mmengine - INFO - Epoch(train) [1][7800/9365] lr: 3.9881e-01 eta: 1 day, 13:55:35 time: 0.6746 data_time: 0.1420 memory: 16132 grad_norm: 0.8020 loss: 3.4732 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.4732 2023/07/19 23:16:54 - mmengine - INFO - Epoch(train) [1][7820/9365] lr: 3.9881e-01 eta: 1 day, 13:55:33 time: 0.6478 data_time: 0.1020 memory: 16132 grad_norm: 0.7933 loss: 3.5373 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.5373 2023/07/19 23:17:08 - mmengine - INFO - Epoch(train) [1][7840/9365] lr: 3.9880e-01 eta: 1 day, 13:55:46 time: 0.6765 data_time: 0.0863 memory: 16132 grad_norm: 0.7769 loss: 3.4120 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.4120 2023/07/19 23:17:21 - mmengine - INFO - Epoch(train) [1][7860/9365] lr: 3.9879e-01 eta: 1 day, 13:55:53 time: 0.6635 data_time: 0.0948 memory: 16132 grad_norm: 0.8088 loss: 3.5841 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.5841 2023/07/19 23:17:35 - mmengine - INFO - Epoch(train) [1][7880/9365] lr: 3.9879e-01 eta: 1 day, 13:56:19 time: 0.6997 data_time: 0.0828 memory: 16132 grad_norm: 0.7742 loss: 3.6002 top1_acc: 0.0938 top5_acc: 0.3750 loss_cls: 3.6002 2023/07/19 23:17:47 - mmengine - INFO - Epoch(train) [1][7900/9365] lr: 3.9878e-01 eta: 1 day, 13:56:00 time: 0.6187 data_time: 0.0902 memory: 16132 grad_norm: 0.8018 loss: 3.4210 top1_acc: 0.0938 top5_acc: 0.4688 loss_cls: 3.4210 2023/07/19 23:18:00 - mmengine - INFO - Epoch(train) [1][7920/9365] lr: 3.9878e-01 eta: 1 day, 13:55:53 time: 0.6399 data_time: 0.0888 memory: 16132 grad_norm: 0.7735 loss: 3.5103 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.5103 2023/07/19 23:18:12 - mmengine - INFO - Epoch(train) [1][7940/9365] lr: 3.9877e-01 eta: 1 day, 13:55:39 time: 0.6267 data_time: 0.0882 memory: 16132 grad_norm: 0.8005 loss: 3.4085 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.4085 2023/07/19 23:18:26 - mmengine - INFO - Epoch(train) [1][7960/9365] lr: 3.9876e-01 eta: 1 day, 13:55:51 time: 0.6749 data_time: 0.1111 memory: 16132 grad_norm: 0.7962 loss: 3.5279 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.5279 2023/07/19 23:18:39 - mmengine - INFO - Epoch(train) [1][7980/9365] lr: 3.9876e-01 eta: 1 day, 13:55:45 time: 0.6432 data_time: 0.0916 memory: 16132 grad_norm: 0.7947 loss: 3.4894 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.4894 2023/07/19 23:18:52 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/19 23:18:52 - mmengine - INFO - Epoch(train) [1][8000/9365] lr: 3.9875e-01 eta: 1 day, 13:55:58 time: 0.6758 data_time: 0.1247 memory: 16132 grad_norm: 0.7766 loss: 3.4520 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.4520 2023/07/19 23:19:05 - mmengine - INFO - Epoch(train) [1][8020/9365] lr: 3.9874e-01 eta: 1 day, 13:55:47 time: 0.6333 data_time: 0.1411 memory: 16132 grad_norm: 0.7981 loss: 3.4891 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.4891 2023/07/19 23:19:18 - mmengine - INFO - Epoch(train) [1][8040/9365] lr: 3.9874e-01 eta: 1 day, 13:55:53 time: 0.6659 data_time: 0.1161 memory: 16132 grad_norm: 0.7626 loss: 3.6527 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.6527 2023/07/19 23:19:31 - mmengine - INFO - Epoch(train) [1][8060/9365] lr: 3.9873e-01 eta: 1 day, 13:55:52 time: 0.6510 data_time: 0.1138 memory: 16132 grad_norm: 0.8200 loss: 3.4017 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.4017 2023/07/19 23:19:44 - mmengine - INFO - Epoch(train) [1][8080/9365] lr: 3.9873e-01 eta: 1 day, 13:55:44 time: 0.6394 data_time: 0.1003 memory: 16132 grad_norm: 0.7871 loss: 3.4727 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.4727 2023/07/19 23:19:57 - mmengine - INFO - Epoch(train) [1][8100/9365] lr: 3.9872e-01 eta: 1 day, 13:55:44 time: 0.6528 data_time: 0.0917 memory: 16132 grad_norm: 0.8128 loss: 3.5278 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.5278 2023/07/19 23:20:10 - mmengine - INFO - Epoch(train) [1][8120/9365] lr: 3.9871e-01 eta: 1 day, 13:55:42 time: 0.6495 data_time: 0.0840 memory: 16132 grad_norm: 0.8001 loss: 3.3545 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.3545 2023/07/19 23:20:23 - mmengine - INFO - Epoch(train) [1][8140/9365] lr: 3.9871e-01 eta: 1 day, 13:55:36 time: 0.6425 data_time: 0.0865 memory: 16132 grad_norm: 0.7857 loss: 3.4498 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.4498 2023/07/19 23:20:36 - mmengine - INFO - Epoch(train) [1][8160/9365] lr: 3.9870e-01 eta: 1 day, 13:55:43 time: 0.6684 data_time: 0.1171 memory: 16132 grad_norm: 0.7935 loss: 3.4445 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.4445 2023/07/19 23:20:50 - mmengine - INFO - Epoch(train) [1][8180/9365] lr: 3.9869e-01 eta: 1 day, 13:55:46 time: 0.6596 data_time: 0.1081 memory: 16132 grad_norm: 0.8167 loss: 3.4881 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.4881 2023/07/19 23:21:02 - mmengine - INFO - Epoch(train) [1][8200/9365] lr: 3.9869e-01 eta: 1 day, 13:55:28 time: 0.6209 data_time: 0.0895 memory: 16132 grad_norm: 0.7910 loss: 3.6053 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.6053 2023/07/19 23:21:14 - mmengine - INFO - Epoch(train) [1][8220/9365] lr: 3.9868e-01 eta: 1 day, 13:54:56 time: 0.5935 data_time: 0.1175 memory: 16132 grad_norm: 0.7915 loss: 3.4718 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.4718 2023/07/19 23:21:26 - mmengine - INFO - Epoch(train) [1][8240/9365] lr: 3.9868e-01 eta: 1 day, 13:54:35 time: 0.6137 data_time: 0.0818 memory: 16132 grad_norm: 0.8065 loss: 3.4086 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.4086 2023/07/19 23:21:38 - mmengine - INFO - Epoch(train) [1][8260/9365] lr: 3.9867e-01 eta: 1 day, 13:54:00 time: 0.5869 data_time: 0.0864 memory: 16132 grad_norm: 0.7873 loss: 3.3866 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.3866 2023/07/19 23:21:50 - mmengine - INFO - Epoch(train) [1][8280/9365] lr: 3.9866e-01 eta: 1 day, 13:53:32 time: 0.6013 data_time: 0.0970 memory: 16132 grad_norm: 0.7897 loss: 3.5562 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.5562 2023/07/19 23:22:02 - mmengine - INFO - Epoch(train) [1][8300/9365] lr: 3.9866e-01 eta: 1 day, 13:53:05 time: 0.6021 data_time: 0.0915 memory: 16132 grad_norm: 0.7947 loss: 3.5387 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.5387 2023/07/19 23:22:14 - mmengine - INFO - Epoch(train) [1][8320/9365] lr: 3.9865e-01 eta: 1 day, 13:52:35 time: 0.5969 data_time: 0.0837 memory: 16132 grad_norm: 0.7929 loss: 3.3534 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.3534 2023/07/19 23:22:27 - mmengine - INFO - Epoch(train) [1][8340/9365] lr: 3.9864e-01 eta: 1 day, 13:52:30 time: 0.6452 data_time: 0.1240 memory: 16132 grad_norm: 0.8158 loss: 3.3889 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.3889 2023/07/19 23:22:39 - mmengine - INFO - Epoch(train) [1][8360/9365] lr: 3.9864e-01 eta: 1 day, 13:51:59 time: 0.5952 data_time: 0.0825 memory: 16132 grad_norm: 0.7931 loss: 3.5660 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.5660 2023/07/19 23:22:51 - mmengine - INFO - Epoch(train) [1][8380/9365] lr: 3.9863e-01 eta: 1 day, 13:51:26 time: 0.5896 data_time: 0.0847 memory: 16132 grad_norm: 0.7984 loss: 3.3094 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.3094 2023/07/19 23:23:02 - mmengine - INFO - Epoch(train) [1][8400/9365] lr: 3.9862e-01 eta: 1 day, 13:50:55 time: 0.5936 data_time: 0.0903 memory: 16132 grad_norm: 0.7933 loss: 3.5018 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.5018 2023/07/19 23:23:14 - mmengine - INFO - Epoch(train) [1][8420/9365] lr: 3.9862e-01 eta: 1 day, 13:50:19 time: 0.5849 data_time: 0.0868 memory: 16132 grad_norm: 0.7981 loss: 3.5388 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.5388 2023/07/19 23:23:26 - mmengine - INFO - Epoch(train) [1][8440/9365] lr: 3.9861e-01 eta: 1 day, 13:49:50 time: 0.5974 data_time: 0.1042 memory: 16132 grad_norm: 0.8058 loss: 3.5848 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.5848 2023/07/19 23:23:39 - mmengine - INFO - Epoch(train) [1][8460/9365] lr: 3.9860e-01 eta: 1 day, 13:49:34 time: 0.6224 data_time: 0.0862 memory: 16132 grad_norm: 0.7930 loss: 3.4066 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.4066 2023/07/19 23:23:50 - mmengine - INFO - Epoch(train) [1][8480/9365] lr: 3.9860e-01 eta: 1 day, 13:49:05 time: 0.5973 data_time: 0.1017 memory: 16132 grad_norm: 0.7938 loss: 3.3619 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.3619 2023/07/19 23:24:02 - mmengine - INFO - Epoch(train) [1][8500/9365] lr: 3.9859e-01 eta: 1 day, 13:48:38 time: 0.6012 data_time: 0.1079 memory: 16132 grad_norm: 0.8071 loss: 3.4862 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.4862 2023/07/19 23:24:14 - mmengine - INFO - Epoch(train) [1][8520/9365] lr: 3.9858e-01 eta: 1 day, 13:48:07 time: 0.5947 data_time: 0.0805 memory: 16132 grad_norm: 0.7956 loss: 3.5012 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 3.5012 2023/07/19 23:24:27 - mmengine - INFO - Epoch(train) [1][8540/9365] lr: 3.9858e-01 eta: 1 day, 13:47:44 time: 0.6077 data_time: 0.0921 memory: 16132 grad_norm: 0.7921 loss: 3.4747 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 3.4747 2023/07/19 23:24:39 - mmengine - INFO - Epoch(train) [1][8560/9365] lr: 3.9857e-01 eta: 1 day, 13:47:22 time: 0.6113 data_time: 0.0825 memory: 16132 grad_norm: 0.7886 loss: 3.4136 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.4136 2023/07/19 23:24:52 - mmengine - INFO - Epoch(train) [1][8580/9365] lr: 3.9856e-01 eta: 1 day, 13:47:15 time: 0.6392 data_time: 0.0822 memory: 16132 grad_norm: 0.7776 loss: 3.5798 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.5798 2023/07/19 23:25:04 - mmengine - INFO - Epoch(train) [1][8600/9365] lr: 3.9856e-01 eta: 1 day, 13:46:53 time: 0.6104 data_time: 0.1293 memory: 16132 grad_norm: 0.7957 loss: 3.4184 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.4184 2023/07/19 23:25:16 - mmengine - INFO - Epoch(train) [1][8620/9365] lr: 3.9855e-01 eta: 1 day, 13:46:20 time: 0.5888 data_time: 0.0852 memory: 16132 grad_norm: 0.7963 loss: 3.4243 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.4243 2023/07/19 23:25:27 - mmengine - INFO - Epoch(train) [1][8640/9365] lr: 3.9854e-01 eta: 1 day, 13:45:45 time: 0.5848 data_time: 0.0836 memory: 16132 grad_norm: 0.8116 loss: 3.5501 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.5501 2023/07/19 23:25:40 - mmengine - INFO - Epoch(train) [1][8660/9365] lr: 3.9854e-01 eta: 1 day, 13:45:39 time: 0.6430 data_time: 0.0880 memory: 16132 grad_norm: 0.7939 loss: 3.5497 top1_acc: 0.2188 top5_acc: 0.3438 loss_cls: 3.5497 2023/07/19 23:25:51 - mmengine - INFO - Epoch(train) [1][8680/9365] lr: 3.9853e-01 eta: 1 day, 13:44:57 time: 0.5695 data_time: 0.0769 memory: 16132 grad_norm: 0.7912 loss: 3.4970 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.4970 2023/07/19 23:26:04 - mmengine - INFO - Epoch(train) [1][8700/9365] lr: 3.9852e-01 eta: 1 day, 13:44:40 time: 0.6208 data_time: 0.0903 memory: 16132 grad_norm: 0.7776 loss: 3.4689 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.4689 2023/07/19 23:26:16 - mmengine - INFO - Epoch(train) [1][8720/9365] lr: 3.9852e-01 eta: 1 day, 13:44:16 time: 0.6047 data_time: 0.1185 memory: 16132 grad_norm: 0.8033 loss: 3.4580 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.4580 2023/07/19 23:26:28 - mmengine - INFO - Epoch(train) [1][8740/9365] lr: 3.9851e-01 eta: 1 day, 13:43:52 time: 0.6060 data_time: 0.0775 memory: 16132 grad_norm: 0.8048 loss: 3.3646 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 3.3646 2023/07/19 23:26:40 - mmengine - INFO - Epoch(train) [1][8760/9365] lr: 3.9850e-01 eta: 1 day, 13:43:24 time: 0.5974 data_time: 0.0843 memory: 16132 grad_norm: 0.8163 loss: 3.5810 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.5810 2023/07/19 23:26:52 - mmengine - INFO - Epoch(train) [1][8780/9365] lr: 3.9850e-01 eta: 1 day, 13:43:00 time: 0.6052 data_time: 0.0899 memory: 16132 grad_norm: 0.8039 loss: 3.5263 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5263 2023/07/19 23:27:04 - mmengine - INFO - Epoch(train) [1][8800/9365] lr: 3.9849e-01 eta: 1 day, 13:42:41 time: 0.6163 data_time: 0.1233 memory: 16132 grad_norm: 0.7960 loss: 3.5792 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.5792 2023/07/19 23:27:16 - mmengine - INFO - Epoch(train) [1][8820/9365] lr: 3.9848e-01 eta: 1 day, 13:42:03 time: 0.5769 data_time: 0.0816 memory: 16132 grad_norm: 0.8091 loss: 3.4296 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.4296 2023/07/19 23:27:28 - mmengine - INFO - Epoch(train) [1][8840/9365] lr: 3.9848e-01 eta: 1 day, 13:41:43 time: 0.6123 data_time: 0.0862 memory: 16132 grad_norm: 0.7789 loss: 3.5879 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.5879 2023/07/19 23:27:40 - mmengine - INFO - Epoch(train) [1][8860/9365] lr: 3.9847e-01 eta: 1 day, 13:41:19 time: 0.6055 data_time: 0.0835 memory: 16132 grad_norm: 0.8086 loss: 3.4517 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.4517 2023/07/19 23:27:53 - mmengine - INFO - Epoch(train) [1][8880/9365] lr: 3.9846e-01 eta: 1 day, 13:41:08 time: 0.6320 data_time: 0.1044 memory: 16132 grad_norm: 0.8062 loss: 3.5552 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5552 2023/07/19 23:28:06 - mmengine - INFO - Epoch(train) [1][8900/9365] lr: 3.9845e-01 eta: 1 day, 13:41:14 time: 0.6659 data_time: 0.1120 memory: 16132 grad_norm: 0.7981 loss: 3.5181 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.5181 2023/07/19 23:28:18 - mmengine - INFO - Epoch(train) [1][8920/9365] lr: 3.9845e-01 eta: 1 day, 13:40:38 time: 0.5808 data_time: 0.0794 memory: 16132 grad_norm: 0.7957 loss: 3.4792 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.4792 2023/07/19 23:28:30 - mmengine - INFO - Epoch(train) [1][8940/9365] lr: 3.9844e-01 eta: 1 day, 13:40:21 time: 0.6189 data_time: 0.0780 memory: 16132 grad_norm: 0.8099 loss: 3.5513 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.5513 2023/07/19 23:28:43 - mmengine - INFO - Epoch(train) [1][8960/9365] lr: 3.9843e-01 eta: 1 day, 13:40:11 time: 0.6335 data_time: 0.0854 memory: 16132 grad_norm: 0.7965 loss: 3.3697 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.3697 2023/07/19 23:28:55 - mmengine - INFO - Epoch(train) [1][8980/9365] lr: 3.9843e-01 eta: 1 day, 13:39:50 time: 0.6121 data_time: 0.0833 memory: 16132 grad_norm: 0.8167 loss: 3.5007 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.5007 2023/07/19 23:29:07 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/19 23:29:07 - mmengine - INFO - Epoch(train) [1][9000/9365] lr: 3.9842e-01 eta: 1 day, 13:39:24 time: 0.5997 data_time: 0.0820 memory: 16132 grad_norm: 0.7966 loss: 3.4498 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.4498 2023/07/19 23:29:19 - mmengine - INFO - Epoch(train) [1][9020/9365] lr: 3.9841e-01 eta: 1 day, 13:39:03 time: 0.6098 data_time: 0.0764 memory: 16132 grad_norm: 0.7868 loss: 3.5654 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.5654 2023/07/19 23:29:31 - mmengine - INFO - Epoch(train) [1][9040/9365] lr: 3.9841e-01 eta: 1 day, 13:38:32 time: 0.5904 data_time: 0.0801 memory: 16132 grad_norm: 0.7932 loss: 3.6297 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.6297 2023/07/19 23:29:43 - mmengine - INFO - Epoch(train) [1][9060/9365] lr: 3.9840e-01 eta: 1 day, 13:38:10 time: 0.6084 data_time: 0.1112 memory: 16132 grad_norm: 0.7892 loss: 3.5353 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.5353 2023/07/19 23:29:56 - mmengine - INFO - Epoch(train) [1][9080/9365] lr: 3.9839e-01 eta: 1 day, 13:37:50 time: 0.6123 data_time: 0.0782 memory: 16132 grad_norm: 0.8047 loss: 3.4405 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.4405 2023/07/19 23:30:08 - mmengine - INFO - Epoch(train) [1][9100/9365] lr: 3.9838e-01 eta: 1 day, 13:37:22 time: 0.5961 data_time: 0.0811 memory: 16132 grad_norm: 0.8234 loss: 3.5088 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5088 2023/07/19 23:30:19 - mmengine - INFO - Epoch(train) [1][9120/9365] lr: 3.9838e-01 eta: 1 day, 13:36:54 time: 0.5952 data_time: 0.0929 memory: 16132 grad_norm: 0.7947 loss: 3.2958 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2958 2023/07/19 23:30:32 - mmengine - INFO - Epoch(train) [1][9140/9365] lr: 3.9837e-01 eta: 1 day, 13:36:32 time: 0.6068 data_time: 0.0862 memory: 16132 grad_norm: 0.8028 loss: 3.5108 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.5108 2023/07/19 23:30:44 - mmengine - INFO - Epoch(train) [1][9160/9365] lr: 3.9836e-01 eta: 1 day, 13:36:22 time: 0.6351 data_time: 0.1003 memory: 16132 grad_norm: 0.7975 loss: 3.4572 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.4572 2023/07/19 23:30:57 - mmengine - INFO - Epoch(train) [1][9180/9365] lr: 3.9836e-01 eta: 1 day, 13:36:02 time: 0.6105 data_time: 0.0860 memory: 16132 grad_norm: 0.7889 loss: 3.2525 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 3.2525 2023/07/19 23:31:09 - mmengine - INFO - Epoch(train) [1][9200/9365] lr: 3.9835e-01 eta: 1 day, 13:35:48 time: 0.6258 data_time: 0.0799 memory: 16132 grad_norm: 0.8050 loss: 3.5736 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.5736 2023/07/19 23:31:21 - mmengine - INFO - Epoch(train) [1][9220/9365] lr: 3.9834e-01 eta: 1 day, 13:35:28 time: 0.6112 data_time: 0.0744 memory: 16132 grad_norm: 0.7947 loss: 3.5136 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.5136 2023/07/19 23:31:34 - mmengine - INFO - Epoch(train) [1][9240/9365] lr: 3.9833e-01 eta: 1 day, 13:35:15 time: 0.6280 data_time: 0.0827 memory: 16132 grad_norm: 0.8059 loss: 3.4491 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.4491 2023/07/19 23:31:46 - mmengine - INFO - Epoch(train) [1][9260/9365] lr: 3.9833e-01 eta: 1 day, 13:34:43 time: 0.5856 data_time: 0.0889 memory: 16132 grad_norm: 0.7901 loss: 3.4643 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.4643 2023/07/19 23:31:58 - mmengine - INFO - Epoch(train) [1][9280/9365] lr: 3.9832e-01 eta: 1 day, 13:34:36 time: 0.6405 data_time: 0.0832 memory: 16132 grad_norm: 0.8089 loss: 3.4868 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.4868 2023/07/19 23:32:11 - mmengine - INFO - Epoch(train) [1][9300/9365] lr: 3.9831e-01 eta: 1 day, 13:34:23 time: 0.6269 data_time: 0.0994 memory: 16132 grad_norm: 0.7828 loss: 3.4463 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.4463 2023/07/19 23:32:23 - mmengine - INFO - Epoch(train) [1][9320/9365] lr: 3.9831e-01 eta: 1 day, 13:34:04 time: 0.6131 data_time: 0.1135 memory: 16132 grad_norm: 0.8133 loss: 3.4795 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.4795 2023/07/19 23:32:35 - mmengine - INFO - Epoch(train) [1][9340/9365] lr: 3.9830e-01 eta: 1 day, 13:33:42 time: 0.6074 data_time: 0.1065 memory: 16132 grad_norm: 0.7964 loss: 3.4819 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.4819 2023/07/19 23:32:47 - mmengine - INFO - Epoch(train) [1][9360/9365] lr: 3.9829e-01 eta: 1 day, 13:33:00 time: 0.5640 data_time: 0.0860 memory: 16132 grad_norm: 0.8214 loss: 3.3462 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.3462 2023/07/19 23:32:49 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/19 23:32:49 - mmengine - INFO - Epoch(train) [1][9365/9365] lr: 3.9829e-01 eta: 1 day, 13:32:44 time: 0.5311 data_time: 0.0866 memory: 16132 grad_norm: 0.8282 loss: 3.4230 top1_acc: 0.2917 top5_acc: 0.5833 loss_cls: 3.4230 2023/07/19 23:32:49 - mmengine - INFO - Saving checkpoint at 1 epochs 2023/07/19 23:33:08 - mmengine - INFO - Epoch(val) [1][20/78] eta: 0:00:51 time: 0.8923 data_time: 0.5952 memory: 3721 2023/07/19 23:33:20 - mmengine - INFO - Epoch(val) [1][40/78] eta: 0:00:27 time: 0.5799 data_time: 0.2716 memory: 3721 2023/07/19 23:33:31 - mmengine - INFO - Epoch(val) [1][60/78] eta: 0:00:12 time: 0.5515 data_time: 0.2433 memory: 3721 2023/07/19 23:33:44 - mmengine - INFO - Epoch(val) [1][78/78] acc/top1: 0.1731 acc/top5: 0.3939 acc/mean1: 0.1728 data_time: 0.3408 time: 0.6432 2023/07/19 23:33:44 - mmengine - INFO - The best checkpoint with 0.1731 acc/top1 at 1 epoch is saved to best_acc_top1_epoch_1.pth. 2023/07/19 23:34:07 - mmengine - INFO - Epoch(train) [2][ 20/9365] lr: 3.9828e-01 eta: 1 day, 13:36:28 time: 1.1423 data_time: 0.4466 memory: 16132 grad_norm: 0.8077 loss: 3.3165 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.3165 2023/07/19 23:34:26 - mmengine - INFO - Epoch(train) [2][ 40/9365] lr: 3.9827e-01 eta: 1 day, 13:38:31 time: 0.9238 data_time: 0.1278 memory: 16132 grad_norm: 0.8143 loss: 3.4039 top1_acc: 0.1875 top5_acc: 0.6562 loss_cls: 3.4039 2023/07/19 23:34:44 - mmengine - INFO - Epoch(train) [2][ 60/9365] lr: 3.9827e-01 eta: 1 day, 13:40:39 time: 0.9371 data_time: 0.1249 memory: 16132 grad_norm: 0.8111 loss: 3.2992 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.2992 2023/07/19 23:34:56 - mmengine - INFO - Epoch(train) [2][ 80/9365] lr: 3.9826e-01 eta: 1 day, 13:40:13 time: 0.6009 data_time: 0.1172 memory: 16132 grad_norm: 0.8034 loss: 3.4717 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.4717 2023/07/19 23:35:09 - mmengine - INFO - Epoch(train) [2][ 100/9365] lr: 3.9825e-01 eta: 1 day, 13:39:53 time: 0.6131 data_time: 0.1006 memory: 16132 grad_norm: 0.8194 loss: 3.5290 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 3.5290 2023/07/19 23:35:21 - mmengine - INFO - Epoch(train) [2][ 120/9365] lr: 3.9825e-01 eta: 1 day, 13:39:42 time: 0.6331 data_time: 0.1341 memory: 16132 grad_norm: 0.8176 loss: 3.3752 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.3752 2023/07/19 23:35:33 - mmengine - INFO - Epoch(train) [2][ 140/9365] lr: 3.9824e-01 eta: 1 day, 13:39:18 time: 0.6051 data_time: 0.0883 memory: 16132 grad_norm: 0.8179 loss: 3.4936 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.4936 2023/07/19 23:35:46 - mmengine - INFO - Epoch(train) [2][ 160/9365] lr: 3.9823e-01 eta: 1 day, 13:39:02 time: 0.6229 data_time: 0.1122 memory: 16132 grad_norm: 0.8167 loss: 3.4095 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.4095 2023/07/19 23:35:58 - mmengine - INFO - Epoch(train) [2][ 180/9365] lr: 3.9822e-01 eta: 1 day, 13:38:35 time: 0.5966 data_time: 0.1080 memory: 16132 grad_norm: 0.7949 loss: 3.5069 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.5069 2023/07/19 23:36:10 - mmengine - INFO - Epoch(train) [2][ 200/9365] lr: 3.9822e-01 eta: 1 day, 13:38:07 time: 0.5957 data_time: 0.0793 memory: 16132 grad_norm: 0.8062 loss: 3.6140 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.6140 2023/07/19 23:36:22 - mmengine - INFO - Epoch(train) [2][ 220/9365] lr: 3.9821e-01 eta: 1 day, 13:37:51 time: 0.6230 data_time: 0.1325 memory: 16132 grad_norm: 0.8192 loss: 3.5080 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.5080 2023/07/19 23:36:34 - mmengine - INFO - Epoch(train) [2][ 240/9365] lr: 3.9820e-01 eta: 1 day, 13:37:23 time: 0.5941 data_time: 0.0789 memory: 16132 grad_norm: 0.8003 loss: 3.3930 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3930 2023/07/19 23:36:46 - mmengine - INFO - Epoch(train) [2][ 260/9365] lr: 3.9819e-01 eta: 1 day, 13:36:57 time: 0.5988 data_time: 0.0925 memory: 16132 grad_norm: 0.8061 loss: 3.3561 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.3561 2023/07/19 23:36:58 - mmengine - INFO - Epoch(train) [2][ 280/9365] lr: 3.9819e-01 eta: 1 day, 13:36:42 time: 0.6249 data_time: 0.0818 memory: 16132 grad_norm: 0.8274 loss: 3.4705 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.4705 2023/07/19 23:37:11 - mmengine - INFO - Epoch(train) [2][ 300/9365] lr: 3.9818e-01 eta: 1 day, 13:36:30 time: 0.6300 data_time: 0.0997 memory: 16132 grad_norm: 0.8108 loss: 3.4411 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.4411 2023/07/19 23:37:23 - mmengine - INFO - Epoch(train) [2][ 320/9365] lr: 3.9817e-01 eta: 1 day, 13:36:13 time: 0.6195 data_time: 0.0889 memory: 16132 grad_norm: 0.8197 loss: 3.5146 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 3.5146 2023/07/19 23:37:36 - mmengine - INFO - Epoch(train) [2][ 340/9365] lr: 3.9816e-01 eta: 1 day, 13:35:54 time: 0.6169 data_time: 0.0805 memory: 16132 grad_norm: 0.8022 loss: 3.4418 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.4418 2023/07/19 23:37:48 - mmengine - INFO - Epoch(train) [2][ 360/9365] lr: 3.9816e-01 eta: 1 day, 13:35:39 time: 0.6234 data_time: 0.0881 memory: 16132 grad_norm: 0.8055 loss: 3.4269 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.4269 2023/07/19 23:38:01 - mmengine - INFO - Epoch(train) [2][ 380/9365] lr: 3.9815e-01 eta: 1 day, 13:35:27 time: 0.6306 data_time: 0.1032 memory: 16132 grad_norm: 0.8258 loss: 3.3645 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.3645 2023/07/19 23:38:14 - mmengine - INFO - Epoch(train) [2][ 400/9365] lr: 3.9814e-01 eta: 1 day, 13:35:22 time: 0.6454 data_time: 0.0864 memory: 16132 grad_norm: 0.8020 loss: 3.4659 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.4659 2023/07/19 23:38:26 - mmengine - INFO - Epoch(train) [2][ 420/9365] lr: 3.9813e-01 eta: 1 day, 13:35:07 time: 0.6253 data_time: 0.1224 memory: 16132 grad_norm: 0.8199 loss: 3.5132 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5132 2023/07/19 23:38:38 - mmengine - INFO - Epoch(train) [2][ 440/9365] lr: 3.9813e-01 eta: 1 day, 13:34:42 time: 0.6015 data_time: 0.0840 memory: 16132 grad_norm: 0.7888 loss: 3.3416 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.3416 2023/07/19 23:38:50 - mmengine - INFO - Epoch(train) [2][ 460/9365] lr: 3.9812e-01 eta: 1 day, 13:34:19 time: 0.6050 data_time: 0.0864 memory: 16132 grad_norm: 0.8102 loss: 3.4664 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.4664 2023/07/19 23:39:02 - mmengine - INFO - Epoch(train) [2][ 480/9365] lr: 3.9811e-01 eta: 1 day, 13:33:54 time: 0.6016 data_time: 0.0964 memory: 16132 grad_norm: 0.7995 loss: 3.4202 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.4202 2023/07/19 23:39:15 - mmengine - INFO - Epoch(train) [2][ 500/9365] lr: 3.9810e-01 eta: 1 day, 13:33:42 time: 0.6302 data_time: 0.0900 memory: 16132 grad_norm: 0.8049 loss: 3.4653 top1_acc: 0.4375 top5_acc: 0.5312 loss_cls: 3.4653 2023/07/19 23:39:27 - mmengine - INFO - Epoch(train) [2][ 520/9365] lr: 3.9809e-01 eta: 1 day, 13:33:26 time: 0.6204 data_time: 0.0963 memory: 16132 grad_norm: 0.8137 loss: 3.3869 top1_acc: 0.1250 top5_acc: 0.5312 loss_cls: 3.3869 2023/07/19 23:39:40 - mmengine - INFO - Epoch(train) [2][ 540/9365] lr: 3.9809e-01 eta: 1 day, 13:33:05 time: 0.6097 data_time: 0.0881 memory: 16132 grad_norm: 0.8043 loss: 3.3533 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.3533 2023/07/19 23:39:52 - mmengine - INFO - Epoch(train) [2][ 560/9365] lr: 3.9808e-01 eta: 1 day, 13:32:38 time: 0.5976 data_time: 0.0750 memory: 16132 grad_norm: 0.7990 loss: 3.4314 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.4314 2023/07/19 23:40:05 - mmengine - INFO - Epoch(train) [2][ 580/9365] lr: 3.9807e-01 eta: 1 day, 13:32:33 time: 0.6460 data_time: 0.1087 memory: 16132 grad_norm: 0.8122 loss: 3.4745 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.4745 2023/07/19 23:40:17 - mmengine - INFO - Epoch(train) [2][ 600/9365] lr: 3.9806e-01 eta: 1 day, 13:32:18 time: 0.6226 data_time: 0.1403 memory: 16132 grad_norm: 0.8120 loss: 3.3288 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.3288 2023/07/19 23:40:28 - mmengine - INFO - Epoch(train) [2][ 620/9365] lr: 3.9806e-01 eta: 1 day, 13:31:38 time: 0.5667 data_time: 0.0843 memory: 16132 grad_norm: 0.8242 loss: 3.4754 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.4754 2023/07/19 23:40:38 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/19 23:40:41 - mmengine - INFO - Epoch(train) [2][ 640/9365] lr: 3.9805e-01 eta: 1 day, 13:31:21 time: 0.6169 data_time: 0.0791 memory: 16132 grad_norm: 0.8098 loss: 3.3925 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.3925 2023/07/19 23:40:53 - mmengine - INFO - Epoch(train) [2][ 660/9365] lr: 3.9804e-01 eta: 1 day, 13:30:54 time: 0.5971 data_time: 0.1007 memory: 16132 grad_norm: 0.8068 loss: 3.4705 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.4705 2023/07/19 23:41:05 - mmengine - INFO - Epoch(train) [2][ 680/9365] lr: 3.9803e-01 eta: 1 day, 13:30:41 time: 0.6264 data_time: 0.0853 memory: 16132 grad_norm: 0.8056 loss: 3.5130 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.5130 2023/07/19 23:41:17 - mmengine - INFO - Epoch(train) [2][ 700/9365] lr: 3.9802e-01 eta: 1 day, 13:30:19 time: 0.6087 data_time: 0.0998 memory: 16132 grad_norm: 0.8083 loss: 3.3829 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.3829 2023/07/19 23:41:30 - mmengine - INFO - Epoch(train) [2][ 720/9365] lr: 3.9802e-01 eta: 1 day, 13:30:12 time: 0.6404 data_time: 0.0873 memory: 16132 grad_norm: 0.8138 loss: 3.4280 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.4280 2023/07/19 23:41:42 - mmengine - INFO - Epoch(train) [2][ 740/9365] lr: 3.9801e-01 eta: 1 day, 13:29:45 time: 0.5946 data_time: 0.0787 memory: 16132 grad_norm: 0.8269 loss: 3.4997 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.4997 2023/07/19 23:41:55 - mmengine - INFO - Epoch(train) [2][ 760/9365] lr: 3.9800e-01 eta: 1 day, 13:29:35 time: 0.6346 data_time: 0.0961 memory: 16132 grad_norm: 0.8009 loss: 3.4231 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.4231 2023/07/19 23:42:06 - mmengine - INFO - Epoch(train) [2][ 780/9365] lr: 3.9799e-01 eta: 1 day, 13:29:04 time: 0.5857 data_time: 0.0849 memory: 16132 grad_norm: 0.7994 loss: 3.3404 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.3404 2023/07/19 23:42:19 - mmengine - INFO - Epoch(train) [2][ 800/9365] lr: 3.9799e-01 eta: 1 day, 13:28:52 time: 0.6319 data_time: 0.0979 memory: 16132 grad_norm: 0.8091 loss: 3.4110 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.4110 2023/07/19 23:42:32 - mmengine - INFO - Epoch(train) [2][ 820/9365] lr: 3.9798e-01 eta: 1 day, 13:28:41 time: 0.6309 data_time: 0.1060 memory: 16132 grad_norm: 0.8165 loss: 3.4368 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.4368 2023/07/19 23:42:44 - mmengine - INFO - Epoch(train) [2][ 840/9365] lr: 3.9797e-01 eta: 1 day, 13:28:31 time: 0.6360 data_time: 0.0970 memory: 16132 grad_norm: 0.7887 loss: 3.3626 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.3626 2023/07/19 23:42:57 - mmengine - INFO - Epoch(train) [2][ 860/9365] lr: 3.9796e-01 eta: 1 day, 13:28:17 time: 0.6248 data_time: 0.0904 memory: 16132 grad_norm: 0.8095 loss: 3.5085 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.5085 2023/07/19 23:43:09 - mmengine - INFO - Epoch(train) [2][ 880/9365] lr: 3.9795e-01 eta: 1 day, 13:27:58 time: 0.6131 data_time: 0.0890 memory: 16132 grad_norm: 0.8003 loss: 3.4326 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.4326 2023/07/19 23:43:21 - mmengine - INFO - Epoch(train) [2][ 900/9365] lr: 3.9795e-01 eta: 1 day, 13:27:25 time: 0.5798 data_time: 0.0844 memory: 16132 grad_norm: 0.8287 loss: 3.4785 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.4785 2023/07/19 23:43:33 - mmengine - INFO - Epoch(train) [2][ 920/9365] lr: 3.9794e-01 eta: 1 day, 13:27:14 time: 0.6326 data_time: 0.0876 memory: 16132 grad_norm: 0.8005 loss: 3.3790 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.3790 2023/07/19 23:43:46 - mmengine - INFO - Epoch(train) [2][ 940/9365] lr: 3.9793e-01 eta: 1 day, 13:26:56 time: 0.6167 data_time: 0.1375 memory: 16132 grad_norm: 0.8000 loss: 3.3785 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.3785 2023/07/19 23:43:58 - mmengine - INFO - Epoch(train) [2][ 960/9365] lr: 3.9792e-01 eta: 1 day, 13:26:36 time: 0.6105 data_time: 0.1107 memory: 16132 grad_norm: 0.8354 loss: 3.4520 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.4520 2023/07/19 23:44:11 - mmengine - INFO - Epoch(train) [2][ 980/9365] lr: 3.9791e-01 eta: 1 day, 13:26:24 time: 0.6282 data_time: 0.0876 memory: 16132 grad_norm: 0.8009 loss: 3.4717 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.4717 2023/07/19 23:44:23 - mmengine - INFO - Epoch(train) [2][1000/9365] lr: 3.9791e-01 eta: 1 day, 13:26:08 time: 0.6221 data_time: 0.0877 memory: 16132 grad_norm: 0.8138 loss: 3.6148 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.6148 2023/07/19 23:44:35 - mmengine - INFO - Epoch(train) [2][1020/9365] lr: 3.9790e-01 eta: 1 day, 13:25:54 time: 0.6247 data_time: 0.1219 memory: 16132 grad_norm: 0.8003 loss: 3.3514 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.3514 2023/07/19 23:44:48 - mmengine - INFO - Epoch(train) [2][1040/9365] lr: 3.9789e-01 eta: 1 day, 13:25:37 time: 0.6186 data_time: 0.0887 memory: 16132 grad_norm: 0.8120 loss: 3.3978 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.3978 2023/07/19 23:45:00 - mmengine - INFO - Epoch(train) [2][1060/9365] lr: 3.9788e-01 eta: 1 day, 13:25:13 time: 0.5989 data_time: 0.0915 memory: 16132 grad_norm: 0.8015 loss: 3.3601 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.3601 2023/07/19 23:45:13 - mmengine - INFO - Epoch(train) [2][1080/9365] lr: 3.9787e-01 eta: 1 day, 13:25:04 time: 0.6380 data_time: 0.0909 memory: 16132 grad_norm: 0.8132 loss: 3.4013 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.4013 2023/07/19 23:45:24 - mmengine - INFO - Epoch(train) [2][1100/9365] lr: 3.9786e-01 eta: 1 day, 13:24:37 time: 0.5929 data_time: 0.0892 memory: 16132 grad_norm: 0.8118 loss: 3.4490 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.4490 2023/07/19 23:45:37 - mmengine - INFO - Epoch(train) [2][1120/9365] lr: 3.9786e-01 eta: 1 day, 13:24:17 time: 0.6118 data_time: 0.0861 memory: 16132 grad_norm: 0.8303 loss: 3.3427 top1_acc: 0.0938 top5_acc: 0.3750 loss_cls: 3.3427 2023/07/19 23:45:49 - mmengine - INFO - Epoch(train) [2][1140/9365] lr: 3.9785e-01 eta: 1 day, 13:24:00 time: 0.6162 data_time: 0.0898 memory: 16132 grad_norm: 0.8210 loss: 3.4909 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.4909 2023/07/19 23:46:01 - mmengine - INFO - Epoch(train) [2][1160/9365] lr: 3.9784e-01 eta: 1 day, 13:23:44 time: 0.6203 data_time: 0.0931 memory: 16132 grad_norm: 0.7918 loss: 3.4608 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.4608 2023/07/19 23:46:14 - mmengine - INFO - Epoch(train) [2][1180/9365] lr: 3.9783e-01 eta: 1 day, 13:23:23 time: 0.6082 data_time: 0.0871 memory: 16132 grad_norm: 0.8087 loss: 3.5326 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.5326 2023/07/19 23:46:26 - mmengine - INFO - Epoch(train) [2][1200/9365] lr: 3.9782e-01 eta: 1 day, 13:23:09 time: 0.6231 data_time: 0.0864 memory: 16132 grad_norm: 0.8334 loss: 3.3483 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.3483 2023/07/19 23:46:39 - mmengine - INFO - Epoch(train) [2][1220/9365] lr: 3.9782e-01 eta: 1 day, 13:22:56 time: 0.6278 data_time: 0.1040 memory: 16132 grad_norm: 0.8126 loss: 3.3468 top1_acc: 0.1562 top5_acc: 0.6250 loss_cls: 3.3468 2023/07/19 23:46:51 - mmengine - INFO - Epoch(train) [2][1240/9365] lr: 3.9781e-01 eta: 1 day, 13:22:43 time: 0.6269 data_time: 0.1467 memory: 16132 grad_norm: 0.8163 loss: 3.4055 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.4055 2023/07/19 23:47:03 - mmengine - INFO - Epoch(train) [2][1260/9365] lr: 3.9780e-01 eta: 1 day, 13:22:24 time: 0.6137 data_time: 0.0948 memory: 16132 grad_norm: 0.8077 loss: 3.4615 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.4615 2023/07/19 23:47:16 - mmengine - INFO - Epoch(train) [2][1280/9365] lr: 3.9779e-01 eta: 1 day, 13:22:07 time: 0.6177 data_time: 0.0891 memory: 16132 grad_norm: 0.8160 loss: 3.5079 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.5079 2023/07/19 23:47:28 - mmengine - INFO - Epoch(train) [2][1300/9365] lr: 3.9778e-01 eta: 1 day, 13:21:44 time: 0.6020 data_time: 0.0838 memory: 16132 grad_norm: 0.8196 loss: 3.4525 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.4525 2023/07/19 23:47:40 - mmengine - INFO - Epoch(train) [2][1320/9365] lr: 3.9777e-01 eta: 1 day, 13:21:28 time: 0.6200 data_time: 0.0810 memory: 16132 grad_norm: 0.8255 loss: 3.4167 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.4167 2023/07/19 23:47:52 - mmengine - INFO - Epoch(train) [2][1340/9365] lr: 3.9777e-01 eta: 1 day, 13:21:08 time: 0.6091 data_time: 0.0907 memory: 16132 grad_norm: 0.8180 loss: 3.4984 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.4984 2023/07/19 23:48:05 - mmengine - INFO - Epoch(train) [2][1360/9365] lr: 3.9776e-01 eta: 1 day, 13:20:56 time: 0.6300 data_time: 0.0924 memory: 16132 grad_norm: 0.8094 loss: 3.2774 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2774 2023/07/19 23:48:17 - mmengine - INFO - Epoch(train) [2][1380/9365] lr: 3.9775e-01 eta: 1 day, 13:20:41 time: 0.6205 data_time: 0.0923 memory: 16132 grad_norm: 0.8333 loss: 3.4034 top1_acc: 0.0938 top5_acc: 0.4062 loss_cls: 3.4034 2023/07/19 23:48:30 - mmengine - INFO - Epoch(train) [2][1400/9365] lr: 3.9774e-01 eta: 1 day, 13:20:29 time: 0.6311 data_time: 0.0952 memory: 16132 grad_norm: 0.8234 loss: 3.4083 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.4083 2023/07/19 23:48:42 - mmengine - INFO - Epoch(train) [2][1420/9365] lr: 3.9773e-01 eta: 1 day, 13:20:15 time: 0.6230 data_time: 0.0848 memory: 16132 grad_norm: 0.8038 loss: 3.4370 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.4370 2023/07/19 23:48:55 - mmengine - INFO - Epoch(train) [2][1440/9365] lr: 3.9772e-01 eta: 1 day, 13:19:55 time: 0.6111 data_time: 0.0972 memory: 16132 grad_norm: 0.8051 loss: 3.4106 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.4106 2023/07/19 23:49:07 - mmengine - INFO - Epoch(train) [2][1460/9365] lr: 3.9772e-01 eta: 1 day, 13:19:41 time: 0.6246 data_time: 0.0928 memory: 16132 grad_norm: 0.8165 loss: 3.5098 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.5098 2023/07/19 23:49:20 - mmengine - INFO - Epoch(train) [2][1480/9365] lr: 3.9771e-01 eta: 1 day, 13:19:27 time: 0.6239 data_time: 0.1054 memory: 16132 grad_norm: 0.8076 loss: 3.3107 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.3107 2023/07/19 23:49:32 - mmengine - INFO - Epoch(train) [2][1500/9365] lr: 3.9770e-01 eta: 1 day, 13:19:14 time: 0.6271 data_time: 0.0871 memory: 16132 grad_norm: 0.8067 loss: 3.5049 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.5049 2023/07/19 23:49:44 - mmengine - INFO - Epoch(train) [2][1520/9365] lr: 3.9769e-01 eta: 1 day, 13:18:54 time: 0.6085 data_time: 0.0811 memory: 16132 grad_norm: 0.8055 loss: 3.3865 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.3865 2023/07/19 23:49:56 - mmengine - INFO - Epoch(train) [2][1540/9365] lr: 3.9768e-01 eta: 1 day, 13:18:27 time: 0.5931 data_time: 0.0813 memory: 16132 grad_norm: 0.8053 loss: 3.2868 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.2868 2023/07/19 23:50:09 - mmengine - INFO - Epoch(train) [2][1560/9365] lr: 3.9767e-01 eta: 1 day, 13:18:09 time: 0.6135 data_time: 0.0994 memory: 16132 grad_norm: 0.8211 loss: 3.3350 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.3350 2023/07/19 23:50:21 - mmengine - INFO - Epoch(train) [2][1580/9365] lr: 3.9766e-01 eta: 1 day, 13:17:46 time: 0.6009 data_time: 0.0990 memory: 16132 grad_norm: 0.8146 loss: 3.3595 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.3595 2023/07/19 23:50:33 - mmengine - INFO - Epoch(train) [2][1600/9365] lr: 3.9766e-01 eta: 1 day, 13:17:40 time: 0.6452 data_time: 0.0789 memory: 16132 grad_norm: 0.7970 loss: 3.4961 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.4961 2023/07/19 23:50:46 - mmengine - INFO - Epoch(train) [2][1620/9365] lr: 3.9765e-01 eta: 1 day, 13:17:25 time: 0.6221 data_time: 0.0944 memory: 16132 grad_norm: 0.8232 loss: 3.4141 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.4141 2023/07/19 23:50:55 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/19 23:50:58 - mmengine - INFO - Epoch(train) [2][1640/9365] lr: 3.9764e-01 eta: 1 day, 13:17:04 time: 0.6041 data_time: 0.1126 memory: 16132 grad_norm: 0.8115 loss: 3.3584 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.3584 2023/07/19 23:51:10 - mmengine - INFO - Epoch(train) [2][1660/9365] lr: 3.9763e-01 eta: 1 day, 13:16:38 time: 0.5941 data_time: 0.1111 memory: 16132 grad_norm: 0.8362 loss: 3.4022 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.4022 2023/07/19 23:51:23 - mmengine - INFO - Epoch(train) [2][1680/9365] lr: 3.9762e-01 eta: 1 day, 13:16:30 time: 0.6394 data_time: 0.1249 memory: 16132 grad_norm: 0.8142 loss: 3.6185 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.6185 2023/07/19 23:51:35 - mmengine - INFO - Epoch(train) [2][1700/9365] lr: 3.9761e-01 eta: 1 day, 13:16:20 time: 0.6357 data_time: 0.1259 memory: 16132 grad_norm: 0.8255 loss: 3.3697 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.3697 2023/07/19 23:51:48 - mmengine - INFO - Epoch(train) [2][1720/9365] lr: 3.9760e-01 eta: 1 day, 13:16:01 time: 0.6110 data_time: 0.0909 memory: 16132 grad_norm: 0.7972 loss: 3.4082 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.4082 2023/07/19 23:52:00 - mmengine - INFO - Epoch(train) [2][1740/9365] lr: 3.9760e-01 eta: 1 day, 13:15:39 time: 0.6037 data_time: 0.0720 memory: 16132 grad_norm: 0.8177 loss: 3.4611 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.4611 2023/07/19 23:52:13 - mmengine - INFO - Epoch(train) [2][1760/9365] lr: 3.9759e-01 eta: 1 day, 13:15:34 time: 0.6465 data_time: 0.0879 memory: 16132 grad_norm: 0.8044 loss: 3.4678 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4678 2023/07/19 23:52:25 - mmengine - INFO - Epoch(train) [2][1780/9365] lr: 3.9758e-01 eta: 1 day, 13:15:09 time: 0.5968 data_time: 0.0895 memory: 16132 grad_norm: 0.8072 loss: 3.3979 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.3979 2023/07/19 23:52:37 - mmengine - INFO - Epoch(train) [2][1800/9365] lr: 3.9757e-01 eta: 1 day, 13:14:46 time: 0.5998 data_time: 0.0867 memory: 16132 grad_norm: 0.8079 loss: 3.3134 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.3134 2023/07/19 23:52:48 - mmengine - INFO - Epoch(train) [2][1820/9365] lr: 3.9756e-01 eta: 1 day, 13:14:21 time: 0.5961 data_time: 0.0863 memory: 16132 grad_norm: 0.8232 loss: 3.4446 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.4446 2023/07/19 23:53:00 - mmengine - INFO - Epoch(train) [2][1840/9365] lr: 3.9755e-01 eta: 1 day, 13:13:57 time: 0.5964 data_time: 0.1074 memory: 16132 grad_norm: 0.8153 loss: 3.4159 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.4159 2023/07/19 23:53:12 - mmengine - INFO - Epoch(train) [2][1860/9365] lr: 3.9754e-01 eta: 1 day, 13:13:34 time: 0.5992 data_time: 0.1164 memory: 16132 grad_norm: 0.8221 loss: 3.3973 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.3973 2023/07/19 23:53:25 - mmengine - INFO - Epoch(train) [2][1880/9365] lr: 3.9754e-01 eta: 1 day, 13:13:17 time: 0.6158 data_time: 0.0845 memory: 16132 grad_norm: 0.8193 loss: 3.5118 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.5118 2023/07/19 23:53:37 - mmengine - INFO - Epoch(train) [2][1900/9365] lr: 3.9753e-01 eta: 1 day, 13:13:04 time: 0.6278 data_time: 0.1253 memory: 16132 grad_norm: 0.8073 loss: 3.2766 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.2766 2023/07/19 23:53:50 - mmengine - INFO - Epoch(train) [2][1920/9365] lr: 3.9752e-01 eta: 1 day, 13:12:47 time: 0.6169 data_time: 0.0945 memory: 16132 grad_norm: 0.8268 loss: 3.5798 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.5798 2023/07/19 23:54:02 - mmengine - INFO - Epoch(train) [2][1940/9365] lr: 3.9751e-01 eta: 1 day, 13:12:28 time: 0.6089 data_time: 0.0875 memory: 16132 grad_norm: 0.8194 loss: 3.3934 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3934 2023/07/19 23:54:14 - mmengine - INFO - Epoch(train) [2][1960/9365] lr: 3.9750e-01 eta: 1 day, 13:12:03 time: 0.5955 data_time: 0.1125 memory: 16132 grad_norm: 0.8082 loss: 3.4421 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.4421 2023/07/19 23:54:26 - mmengine - INFO - Epoch(train) [2][1980/9365] lr: 3.9749e-01 eta: 1 day, 13:11:41 time: 0.6010 data_time: 0.0903 memory: 16132 grad_norm: 0.8263 loss: 3.3703 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.3703 2023/07/19 23:54:38 - mmengine - INFO - Epoch(train) [2][2000/9365] lr: 3.9748e-01 eta: 1 day, 13:11:29 time: 0.6283 data_time: 0.0836 memory: 16132 grad_norm: 0.8259 loss: 3.3762 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 3.3762 2023/07/19 23:54:50 - mmengine - INFO - Epoch(train) [2][2020/9365] lr: 3.9747e-01 eta: 1 day, 13:11:07 time: 0.6043 data_time: 0.0929 memory: 16132 grad_norm: 0.8073 loss: 3.3850 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.3850 2023/07/19 23:55:02 - mmengine - INFO - Epoch(train) [2][2040/9365] lr: 3.9746e-01 eta: 1 day, 13:10:40 time: 0.5882 data_time: 0.0933 memory: 16132 grad_norm: 0.8251 loss: 3.4629 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.4629 2023/07/19 23:55:15 - mmengine - INFO - Epoch(train) [2][2060/9365] lr: 3.9746e-01 eta: 1 day, 13:10:25 time: 0.6212 data_time: 0.0784 memory: 16132 grad_norm: 0.8301 loss: 3.4659 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.4659 2023/07/19 23:55:27 - mmengine - INFO - Epoch(train) [2][2080/9365] lr: 3.9745e-01 eta: 1 day, 13:10:09 time: 0.6165 data_time: 0.0923 memory: 16132 grad_norm: 0.8386 loss: 3.5054 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.5054 2023/07/19 23:55:39 - mmengine - INFO - Epoch(train) [2][2100/9365] lr: 3.9744e-01 eta: 1 day, 13:09:49 time: 0.6074 data_time: 0.0928 memory: 16132 grad_norm: 0.8273 loss: 3.3071 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.3071 2023/07/19 23:55:51 - mmengine - INFO - Epoch(train) [2][2120/9365] lr: 3.9743e-01 eta: 1 day, 13:09:21 time: 0.5853 data_time: 0.0859 memory: 16132 grad_norm: 0.8151 loss: 3.3646 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.3646 2023/07/19 23:56:03 - mmengine - INFO - Epoch(train) [2][2140/9365] lr: 3.9742e-01 eta: 1 day, 13:09:04 time: 0.6152 data_time: 0.0957 memory: 16132 grad_norm: 0.8206 loss: 3.4565 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.4565 2023/07/19 23:56:16 - mmengine - INFO - Epoch(train) [2][2160/9365] lr: 3.9741e-01 eta: 1 day, 13:09:01 time: 0.6540 data_time: 0.1191 memory: 16132 grad_norm: 0.8228 loss: 3.2493 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2493 2023/07/19 23:56:28 - mmengine - INFO - Epoch(train) [2][2180/9365] lr: 3.9740e-01 eta: 1 day, 13:08:43 time: 0.6124 data_time: 0.0755 memory: 16132 grad_norm: 0.8166 loss: 3.3468 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3468 2023/07/19 23:56:41 - mmengine - INFO - Epoch(train) [2][2200/9365] lr: 3.9739e-01 eta: 1 day, 13:08:31 time: 0.6296 data_time: 0.0811 memory: 16132 grad_norm: 0.8171 loss: 3.2601 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2601 2023/07/19 23:56:53 - mmengine - INFO - Epoch(train) [2][2220/9365] lr: 3.9738e-01 eta: 1 day, 13:08:03 time: 0.5850 data_time: 0.1097 memory: 16132 grad_norm: 0.8220 loss: 3.4052 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.4052 2023/07/19 23:57:05 - mmengine - INFO - Epoch(train) [2][2240/9365] lr: 3.9738e-01 eta: 1 day, 13:07:39 time: 0.5943 data_time: 0.0852 memory: 16132 grad_norm: 0.8201 loss: 3.4180 top1_acc: 0.2812 top5_acc: 0.3750 loss_cls: 3.4180 2023/07/19 23:57:17 - mmengine - INFO - Epoch(train) [2][2260/9365] lr: 3.9737e-01 eta: 1 day, 13:07:24 time: 0.6207 data_time: 0.1215 memory: 16132 grad_norm: 0.8253 loss: 3.4666 top1_acc: 0.0938 top5_acc: 0.3438 loss_cls: 3.4666 2023/07/19 23:57:30 - mmengine - INFO - Epoch(train) [2][2280/9365] lr: 3.9736e-01 eta: 1 day, 13:07:24 time: 0.6611 data_time: 0.1216 memory: 16132 grad_norm: 0.8206 loss: 3.4351 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.4351 2023/07/19 23:57:42 - mmengine - INFO - Epoch(train) [2][2300/9365] lr: 3.9735e-01 eta: 1 day, 13:07:05 time: 0.6110 data_time: 0.0910 memory: 16132 grad_norm: 0.8089 loss: 3.5248 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.5248 2023/07/19 23:57:55 - mmengine - INFO - Epoch(train) [2][2320/9365] lr: 3.9734e-01 eta: 1 day, 13:06:57 time: 0.6386 data_time: 0.0845 memory: 16132 grad_norm: 0.8135 loss: 3.4201 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.4201 2023/07/19 23:58:07 - mmengine - INFO - Epoch(train) [2][2340/9365] lr: 3.9733e-01 eta: 1 day, 13:06:37 time: 0.6062 data_time: 0.1170 memory: 16132 grad_norm: 0.8077 loss: 3.3896 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.3896 2023/07/19 23:58:21 - mmengine - INFO - Epoch(train) [2][2360/9365] lr: 3.9732e-01 eta: 1 day, 13:06:36 time: 0.6595 data_time: 0.1077 memory: 16132 grad_norm: 0.8176 loss: 3.4497 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.4497 2023/07/19 23:58:33 - mmengine - INFO - Epoch(train) [2][2380/9365] lr: 3.9731e-01 eta: 1 day, 13:06:15 time: 0.6038 data_time: 0.0857 memory: 16132 grad_norm: 0.8341 loss: 3.5176 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.5176 2023/07/19 23:58:45 - mmengine - INFO - Epoch(train) [2][2400/9365] lr: 3.9730e-01 eta: 1 day, 13:05:52 time: 0.5976 data_time: 0.1099 memory: 16132 grad_norm: 0.8123 loss: 3.4381 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.4381 2023/07/19 23:58:57 - mmengine - INFO - Epoch(train) [2][2420/9365] lr: 3.9729e-01 eta: 1 day, 13:05:30 time: 0.6006 data_time: 0.0841 memory: 16132 grad_norm: 0.8150 loss: 3.2340 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.2340 2023/07/19 23:59:09 - mmengine - INFO - Epoch(train) [2][2440/9365] lr: 3.9728e-01 eta: 1 day, 13:05:14 time: 0.6165 data_time: 0.0878 memory: 16132 grad_norm: 0.8308 loss: 3.3946 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.3946 2023/07/19 23:59:21 - mmengine - INFO - Epoch(train) [2][2460/9365] lr: 3.9727e-01 eta: 1 day, 13:04:54 time: 0.6071 data_time: 0.0821 memory: 16132 grad_norm: 0.8372 loss: 3.3631 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.3631 2023/07/19 23:59:34 - mmengine - INFO - Epoch(train) [2][2480/9365] lr: 3.9727e-01 eta: 1 day, 13:04:42 time: 0.6303 data_time: 0.0873 memory: 16132 grad_norm: 0.8252 loss: 3.4702 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.4702 2023/07/19 23:59:45 - mmengine - INFO - Epoch(train) [2][2500/9365] lr: 3.9726e-01 eta: 1 day, 13:04:17 time: 0.5901 data_time: 0.0939 memory: 16132 grad_norm: 0.8177 loss: 3.4876 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.4876 2023/07/19 23:59:57 - mmengine - INFO - Epoch(train) [2][2520/9365] lr: 3.9725e-01 eta: 1 day, 13:03:52 time: 0.5931 data_time: 0.0846 memory: 16132 grad_norm: 0.8140 loss: 3.3177 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.3177 2023/07/20 00:00:10 - mmengine - INFO - Epoch(train) [2][2540/9365] lr: 3.9724e-01 eta: 1 day, 13:03:39 time: 0.6258 data_time: 0.0859 memory: 16132 grad_norm: 0.8275 loss: 3.5601 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.5601 2023/07/20 00:00:23 - mmengine - INFO - Epoch(train) [2][2560/9365] lr: 3.9723e-01 eta: 1 day, 13:03:30 time: 0.6364 data_time: 0.1307 memory: 16132 grad_norm: 0.8164 loss: 3.3684 top1_acc: 0.1250 top5_acc: 0.2812 loss_cls: 3.3684 2023/07/20 00:00:35 - mmengine - INFO - Epoch(train) [2][2580/9365] lr: 3.9722e-01 eta: 1 day, 13:03:13 time: 0.6137 data_time: 0.0880 memory: 16132 grad_norm: 0.8341 loss: 3.3227 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3227 2023/07/20 00:00:47 - mmengine - INFO - Epoch(train) [2][2600/9365] lr: 3.9721e-01 eta: 1 day, 13:02:52 time: 0.6034 data_time: 0.0933 memory: 16132 grad_norm: 0.7961 loss: 3.3764 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.3764 2023/07/20 00:00:59 - mmengine - INFO - Epoch(train) [2][2620/9365] lr: 3.9720e-01 eta: 1 day, 13:02:37 time: 0.6201 data_time: 0.1461 memory: 16132 grad_norm: 0.8254 loss: 3.3823 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.3823 2023/07/20 00:01:08 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 00:01:11 - mmengine - INFO - Epoch(train) [2][2640/9365] lr: 3.9719e-01 eta: 1 day, 13:02:14 time: 0.5966 data_time: 0.0928 memory: 16132 grad_norm: 0.8426 loss: 3.4413 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.4413 2023/07/20 00:01:24 - mmengine - INFO - Epoch(train) [2][2660/9365] lr: 3.9718e-01 eta: 1 day, 13:02:00 time: 0.6224 data_time: 0.0845 memory: 16132 grad_norm: 0.8082 loss: 3.3025 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.3025 2023/07/20 00:01:36 - mmengine - INFO - Epoch(train) [2][2680/9365] lr: 3.9717e-01 eta: 1 day, 13:01:37 time: 0.5977 data_time: 0.0925 memory: 16132 grad_norm: 0.8135 loss: 3.3623 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.3623 2023/07/20 00:01:48 - mmengine - INFO - Epoch(train) [2][2700/9365] lr: 3.9716e-01 eta: 1 day, 13:01:25 time: 0.6267 data_time: 0.1203 memory: 16132 grad_norm: 0.8295 loss: 3.3098 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.3098 2023/07/20 00:02:00 - mmengine - INFO - Epoch(train) [2][2720/9365] lr: 3.9715e-01 eta: 1 day, 13:01:02 time: 0.5973 data_time: 0.0981 memory: 16132 grad_norm: 0.7936 loss: 3.3409 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 3.3409 2023/07/20 00:02:12 - mmengine - INFO - Epoch(train) [2][2740/9365] lr: 3.9714e-01 eta: 1 day, 13:00:43 time: 0.6084 data_time: 0.0975 memory: 16132 grad_norm: 0.8197 loss: 3.4843 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.4843 2023/07/20 00:02:24 - mmengine - INFO - Epoch(train) [2][2760/9365] lr: 3.9714e-01 eta: 1 day, 13:00:23 time: 0.6073 data_time: 0.0856 memory: 16132 grad_norm: 0.8304 loss: 3.2918 top1_acc: 0.2188 top5_acc: 0.3750 loss_cls: 3.2918 2023/07/20 00:02:36 - mmengine - INFO - Epoch(train) [2][2780/9365] lr: 3.9713e-01 eta: 1 day, 12:59:58 time: 0.5900 data_time: 0.1017 memory: 16132 grad_norm: 0.8324 loss: 3.4228 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.4228 2023/07/20 00:02:48 - mmengine - INFO - Epoch(train) [2][2800/9365] lr: 3.9712e-01 eta: 1 day, 12:59:39 time: 0.6077 data_time: 0.0905 memory: 16132 grad_norm: 0.8123 loss: 3.2936 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2936 2023/07/20 00:03:01 - mmengine - INFO - Epoch(train) [2][2820/9365] lr: 3.9711e-01 eta: 1 day, 12:59:22 time: 0.6141 data_time: 0.0879 memory: 16132 grad_norm: 0.8210 loss: 3.3746 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.3746 2023/07/20 00:03:12 - mmengine - INFO - Epoch(train) [2][2840/9365] lr: 3.9710e-01 eta: 1 day, 12:58:57 time: 0.5907 data_time: 0.1060 memory: 16132 grad_norm: 0.8372 loss: 3.4971 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.4971 2023/07/20 00:03:26 - mmengine - INFO - Epoch(train) [2][2860/9365] lr: 3.9709e-01 eta: 1 day, 12:58:55 time: 0.6571 data_time: 0.0906 memory: 16132 grad_norm: 0.8097 loss: 3.3650 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.3650 2023/07/20 00:03:37 - mmengine - INFO - Epoch(train) [2][2880/9365] lr: 3.9708e-01 eta: 1 day, 12:58:30 time: 0.5882 data_time: 0.0897 memory: 16132 grad_norm: 0.8230 loss: 3.5032 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.5032 2023/07/20 00:03:50 - mmengine - INFO - Epoch(train) [2][2900/9365] lr: 3.9707e-01 eta: 1 day, 12:58:23 time: 0.6443 data_time: 0.0958 memory: 16132 grad_norm: 0.8253 loss: 3.4031 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.4031 2023/07/20 00:04:03 - mmengine - INFO - Epoch(train) [2][2920/9365] lr: 3.9706e-01 eta: 1 day, 12:58:07 time: 0.6169 data_time: 0.0926 memory: 16132 grad_norm: 0.8132 loss: 3.4698 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.4698 2023/07/20 00:04:15 - mmengine - INFO - Epoch(train) [2][2940/9365] lr: 3.9705e-01 eta: 1 day, 12:57:52 time: 0.6186 data_time: 0.0914 memory: 16132 grad_norm: 0.8105 loss: 3.3548 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.3548 2023/07/20 00:04:27 - mmengine - INFO - Epoch(train) [2][2960/9365] lr: 3.9704e-01 eta: 1 day, 12:57:31 time: 0.6011 data_time: 0.0763 memory: 16132 grad_norm: 0.8200 loss: 3.4082 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.4082 2023/07/20 00:04:39 - mmengine - INFO - Epoch(train) [2][2980/9365] lr: 3.9703e-01 eta: 1 day, 12:57:04 time: 0.5853 data_time: 0.0980 memory: 16132 grad_norm: 0.8333 loss: 3.4485 top1_acc: 0.0938 top5_acc: 0.3125 loss_cls: 3.4485 2023/07/20 00:04:51 - mmengine - INFO - Epoch(train) [2][3000/9365] lr: 3.9702e-01 eta: 1 day, 12:56:46 time: 0.6095 data_time: 0.0933 memory: 16132 grad_norm: 0.8302 loss: 3.4215 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.4215 2023/07/20 00:05:03 - mmengine - INFO - Epoch(train) [2][3020/9365] lr: 3.9701e-01 eta: 1 day, 12:56:25 time: 0.6018 data_time: 0.0807 memory: 16132 grad_norm: 0.8110 loss: 3.4859 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.4859 2023/07/20 00:05:15 - mmengine - INFO - Epoch(train) [2][3040/9365] lr: 3.9700e-01 eta: 1 day, 12:56:11 time: 0.6216 data_time: 0.0927 memory: 16132 grad_norm: 0.8419 loss: 3.5418 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.5418 2023/07/20 00:05:27 - mmengine - INFO - Epoch(train) [2][3060/9365] lr: 3.9699e-01 eta: 1 day, 12:55:44 time: 0.5839 data_time: 0.1067 memory: 16132 grad_norm: 0.8289 loss: 3.3507 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.3507 2023/07/20 00:05:39 - mmengine - INFO - Epoch(train) [2][3080/9365] lr: 3.9698e-01 eta: 1 day, 12:55:22 time: 0.5966 data_time: 0.1185 memory: 16132 grad_norm: 0.8294 loss: 3.4649 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.4649 2023/07/20 00:05:51 - mmengine - INFO - Epoch(train) [2][3100/9365] lr: 3.9697e-01 eta: 1 day, 12:55:07 time: 0.6210 data_time: 0.1193 memory: 16132 grad_norm: 0.8194 loss: 3.2442 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2442 2023/07/20 00:06:03 - mmengine - INFO - Epoch(train) [2][3120/9365] lr: 3.9696e-01 eta: 1 day, 12:54:37 time: 0.5735 data_time: 0.0857 memory: 16132 grad_norm: 0.8367 loss: 3.4345 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.4345 2023/07/20 00:06:15 - mmengine - INFO - Epoch(train) [2][3140/9365] lr: 3.9695e-01 eta: 1 day, 12:54:16 time: 0.6008 data_time: 0.0847 memory: 16132 grad_norm: 0.8087 loss: 3.3869 top1_acc: 0.0938 top5_acc: 0.5000 loss_cls: 3.3869 2023/07/20 00:06:27 - mmengine - INFO - Epoch(train) [2][3160/9365] lr: 3.9694e-01 eta: 1 day, 12:54:00 time: 0.6162 data_time: 0.0888 memory: 16132 grad_norm: 0.8206 loss: 3.3554 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.3554 2023/07/20 00:06:39 - mmengine - INFO - Epoch(train) [2][3180/9365] lr: 3.9693e-01 eta: 1 day, 12:53:41 time: 0.6073 data_time: 0.0853 memory: 16132 grad_norm: 0.8309 loss: 3.3848 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.3848 2023/07/20 00:06:52 - mmengine - INFO - Epoch(train) [2][3200/9365] lr: 3.9692e-01 eta: 1 day, 12:53:26 time: 0.6190 data_time: 0.1038 memory: 16132 grad_norm: 0.8073 loss: 3.3496 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.3496 2023/07/20 00:07:04 - mmengine - INFO - Epoch(train) [2][3220/9365] lr: 3.9691e-01 eta: 1 day, 12:53:04 time: 0.5968 data_time: 0.0976 memory: 16132 grad_norm: 0.8369 loss: 3.2920 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.2920 2023/07/20 00:07:17 - mmengine - INFO - Epoch(train) [2][3240/9365] lr: 3.9690e-01 eta: 1 day, 12:52:58 time: 0.6436 data_time: 0.1206 memory: 16132 grad_norm: 0.8309 loss: 3.2316 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2316 2023/07/20 00:07:29 - mmengine - INFO - Epoch(train) [2][3260/9365] lr: 3.9689e-01 eta: 1 day, 12:52:45 time: 0.6264 data_time: 0.0983 memory: 16132 grad_norm: 0.8328 loss: 3.4110 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.4110 2023/07/20 00:07:42 - mmengine - INFO - Epoch(train) [2][3280/9365] lr: 3.9688e-01 eta: 1 day, 12:52:32 time: 0.6229 data_time: 0.0906 memory: 16132 grad_norm: 0.8250 loss: 3.4030 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.4030 2023/07/20 00:07:54 - mmengine - INFO - Epoch(train) [2][3300/9365] lr: 3.9687e-01 eta: 1 day, 12:52:18 time: 0.6216 data_time: 0.0821 memory: 16132 grad_norm: 0.8447 loss: 3.3093 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 3.3093 2023/07/20 00:08:06 - mmengine - INFO - Epoch(train) [2][3320/9365] lr: 3.9687e-01 eta: 1 day, 12:52:04 time: 0.6216 data_time: 0.0879 memory: 16132 grad_norm: 0.8270 loss: 3.4163 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.4163 2023/07/20 00:08:20 - mmengine - INFO - Epoch(train) [2][3340/9365] lr: 3.9686e-01 eta: 1 day, 12:52:03 time: 0.6607 data_time: 0.0758 memory: 16132 grad_norm: 0.8245 loss: 3.4955 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.4955 2023/07/20 00:08:32 - mmengine - INFO - Epoch(train) [2][3360/9365] lr: 3.9685e-01 eta: 1 day, 12:51:48 time: 0.6187 data_time: 0.1277 memory: 16132 grad_norm: 0.8340 loss: 3.4570 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4570 2023/07/20 00:08:44 - mmengine - INFO - Epoch(train) [2][3380/9365] lr: 3.9684e-01 eta: 1 day, 12:51:28 time: 0.6048 data_time: 0.0957 memory: 16132 grad_norm: 0.8462 loss: 3.3826 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.3826 2023/07/20 00:08:56 - mmengine - INFO - Epoch(train) [2][3400/9365] lr: 3.9683e-01 eta: 1 day, 12:51:11 time: 0.6114 data_time: 0.0889 memory: 16132 grad_norm: 0.8244 loss: 3.4751 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.4751 2023/07/20 00:09:09 - mmengine - INFO - Epoch(train) [2][3420/9365] lr: 3.9682e-01 eta: 1 day, 12:51:06 time: 0.6477 data_time: 0.1358 memory: 16132 grad_norm: 0.8140 loss: 3.3197 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.3197 2023/07/20 00:09:21 - mmengine - INFO - Epoch(train) [2][3440/9365] lr: 3.9681e-01 eta: 1 day, 12:50:46 time: 0.6028 data_time: 0.0935 memory: 16132 grad_norm: 0.8342 loss: 3.4836 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.4836 2023/07/20 00:09:34 - mmengine - INFO - Epoch(train) [2][3460/9365] lr: 3.9680e-01 eta: 1 day, 12:50:34 time: 0.6292 data_time: 0.1100 memory: 16132 grad_norm: 0.8321 loss: 3.4128 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.4128 2023/07/20 00:09:46 - mmengine - INFO - Epoch(train) [2][3480/9365] lr: 3.9679e-01 eta: 1 day, 12:50:14 time: 0.6029 data_time: 0.0793 memory: 16132 grad_norm: 0.8277 loss: 3.3342 top1_acc: 0.0938 top5_acc: 0.5312 loss_cls: 3.3342 2023/07/20 00:09:58 - mmengine - INFO - Epoch(train) [2][3500/9365] lr: 3.9678e-01 eta: 1 day, 12:49:56 time: 0.6087 data_time: 0.0912 memory: 16132 grad_norm: 0.8220 loss: 3.4270 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 3.4270 2023/07/20 00:10:10 - mmengine - INFO - Epoch(train) [2][3520/9365] lr: 3.9677e-01 eta: 1 day, 12:49:32 time: 0.5898 data_time: 0.0958 memory: 16132 grad_norm: 0.8155 loss: 3.3377 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.3377 2023/07/20 00:10:23 - mmengine - INFO - Epoch(train) [2][3540/9365] lr: 3.9676e-01 eta: 1 day, 12:49:24 time: 0.6405 data_time: 0.1074 memory: 16132 grad_norm: 0.8145 loss: 3.3851 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.3851 2023/07/20 00:10:35 - mmengine - INFO - Epoch(train) [2][3560/9365] lr: 3.9675e-01 eta: 1 day, 12:49:06 time: 0.6095 data_time: 0.1297 memory: 16132 grad_norm: 0.8382 loss: 3.3309 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.3309 2023/07/20 00:10:47 - mmengine - INFO - Epoch(train) [2][3580/9365] lr: 3.9674e-01 eta: 1 day, 12:48:49 time: 0.6116 data_time: 0.0773 memory: 16132 grad_norm: 0.8235 loss: 3.2908 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.2908 2023/07/20 00:11:00 - mmengine - INFO - Epoch(train) [2][3600/9365] lr: 3.9673e-01 eta: 1 day, 12:48:35 time: 0.6223 data_time: 0.0829 memory: 16132 grad_norm: 0.8325 loss: 3.4040 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.4040 2023/07/20 00:11:12 - mmengine - INFO - Epoch(train) [2][3620/9365] lr: 3.9672e-01 eta: 1 day, 12:48:19 time: 0.6133 data_time: 0.0957 memory: 16132 grad_norm: 0.8268 loss: 3.2981 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2981 2023/07/20 00:11:21 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 00:11:24 - mmengine - INFO - Epoch(train) [2][3640/9365] lr: 3.9671e-01 eta: 1 day, 12:47:54 time: 0.5866 data_time: 0.0954 memory: 16132 grad_norm: 0.8349 loss: 3.3555 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.3555 2023/07/20 00:11:36 - mmengine - INFO - Epoch(train) [2][3660/9365] lr: 3.9670e-01 eta: 1 day, 12:47:35 time: 0.6073 data_time: 0.0813 memory: 16132 grad_norm: 0.8417 loss: 3.4120 top1_acc: 0.1250 top5_acc: 0.5625 loss_cls: 3.4120 2023/07/20 00:11:48 - mmengine - INFO - Epoch(train) [2][3680/9365] lr: 3.9669e-01 eta: 1 day, 12:47:16 time: 0.6045 data_time: 0.0865 memory: 16132 grad_norm: 0.8402 loss: 3.4943 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.4943 2023/07/20 00:12:00 - mmengine - INFO - Epoch(train) [2][3700/9365] lr: 3.9667e-01 eta: 1 day, 12:46:58 time: 0.6104 data_time: 0.1086 memory: 16132 grad_norm: 0.8287 loss: 3.3640 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.3640 2023/07/20 00:12:12 - mmengine - INFO - Epoch(train) [2][3720/9365] lr: 3.9666e-01 eta: 1 day, 12:46:33 time: 0.5843 data_time: 0.0902 memory: 16132 grad_norm: 0.8225 loss: 3.3507 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.3507 2023/07/20 00:12:24 - mmengine - INFO - Epoch(train) [2][3740/9365] lr: 3.9665e-01 eta: 1 day, 12:46:16 time: 0.6119 data_time: 0.0859 memory: 16132 grad_norm: 0.8129 loss: 3.3543 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3543 2023/07/20 00:12:36 - mmengine - INFO - Epoch(train) [2][3760/9365] lr: 3.9664e-01 eta: 1 day, 12:45:58 time: 0.6104 data_time: 0.1371 memory: 16132 grad_norm: 0.8264 loss: 3.4504 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.4504 2023/07/20 00:12:49 - mmengine - INFO - Epoch(train) [2][3780/9365] lr: 3.9663e-01 eta: 1 day, 12:45:46 time: 0.6260 data_time: 0.0825 memory: 16132 grad_norm: 0.8209 loss: 3.4096 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.4096 2023/07/20 00:13:01 - mmengine - INFO - Epoch(train) [2][3800/9365] lr: 3.9662e-01 eta: 1 day, 12:45:37 time: 0.6349 data_time: 0.0942 memory: 16132 grad_norm: 0.8305 loss: 3.2597 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2597 2023/07/20 00:13:13 - mmengine - INFO - Epoch(train) [2][3820/9365] lr: 3.9661e-01 eta: 1 day, 12:45:16 time: 0.5987 data_time: 0.0846 memory: 16132 grad_norm: 0.8194 loss: 3.4581 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.4581 2023/07/20 00:13:26 - mmengine - INFO - Epoch(train) [2][3840/9365] lr: 3.9660e-01 eta: 1 day, 12:45:05 time: 0.6326 data_time: 0.0876 memory: 16132 grad_norm: 0.8240 loss: 3.3878 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.3878 2023/07/20 00:13:38 - mmengine - INFO - Epoch(train) [2][3860/9365] lr: 3.9659e-01 eta: 1 day, 12:44:45 time: 0.6000 data_time: 0.0866 memory: 16132 grad_norm: 0.8333 loss: 3.2445 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.2445 2023/07/20 00:13:51 - mmengine - INFO - Epoch(train) [2][3880/9365] lr: 3.9658e-01 eta: 1 day, 12:44:38 time: 0.6439 data_time: 0.0868 memory: 16132 grad_norm: 0.8492 loss: 3.3515 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3515 2023/07/20 00:14:03 - mmengine - INFO - Epoch(train) [2][3900/9365] lr: 3.9657e-01 eta: 1 day, 12:44:20 time: 0.6078 data_time: 0.0869 memory: 16132 grad_norm: 0.8282 loss: 3.3941 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.3941 2023/07/20 00:14:16 - mmengine - INFO - Epoch(train) [2][3920/9365] lr: 3.9656e-01 eta: 1 day, 12:44:06 time: 0.6222 data_time: 0.1245 memory: 16132 grad_norm: 0.8218 loss: 3.4104 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.4104 2023/07/20 00:14:27 - mmengine - INFO - Epoch(train) [2][3940/9365] lr: 3.9655e-01 eta: 1 day, 12:43:41 time: 0.5853 data_time: 0.1052 memory: 16132 grad_norm: 0.8351 loss: 3.4406 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4406 2023/07/20 00:14:40 - mmengine - INFO - Epoch(train) [2][3960/9365] lr: 3.9654e-01 eta: 1 day, 12:43:27 time: 0.6204 data_time: 0.0862 memory: 16132 grad_norm: 0.8450 loss: 3.4130 top1_acc: 0.1875 top5_acc: 0.6562 loss_cls: 3.4130 2023/07/20 00:14:52 - mmengine - INFO - Epoch(train) [2][3980/9365] lr: 3.9653e-01 eta: 1 day, 12:43:14 time: 0.6239 data_time: 0.0892 memory: 16132 grad_norm: 0.8255 loss: 3.4369 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.4369 2023/07/20 00:15:04 - mmengine - INFO - Epoch(train) [2][4000/9365] lr: 3.9652e-01 eta: 1 day, 12:42:55 time: 0.6036 data_time: 0.0899 memory: 16132 grad_norm: 0.8296 loss: 3.4215 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.4215 2023/07/20 00:15:16 - mmengine - INFO - Epoch(train) [2][4020/9365] lr: 3.9651e-01 eta: 1 day, 12:42:36 time: 0.6041 data_time: 0.0767 memory: 16132 grad_norm: 0.8266 loss: 3.3325 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.3325 2023/07/20 00:15:29 - mmengine - INFO - Epoch(train) [2][4040/9365] lr: 3.9650e-01 eta: 1 day, 12:42:25 time: 0.6321 data_time: 0.0961 memory: 16132 grad_norm: 0.8159 loss: 3.3635 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.3635 2023/07/20 00:15:41 - mmengine - INFO - Epoch(train) [2][4060/9365] lr: 3.9649e-01 eta: 1 day, 12:42:06 time: 0.6025 data_time: 0.1139 memory: 16132 grad_norm: 0.8343 loss: 3.3470 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.3470 2023/07/20 00:15:53 - mmengine - INFO - Epoch(train) [2][4080/9365] lr: 3.9648e-01 eta: 1 day, 12:41:50 time: 0.6146 data_time: 0.1013 memory: 16132 grad_norm: 0.8427 loss: 3.3049 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.3049 2023/07/20 00:16:06 - mmengine - INFO - Epoch(train) [2][4100/9365] lr: 3.9647e-01 eta: 1 day, 12:41:35 time: 0.6171 data_time: 0.0851 memory: 16132 grad_norm: 0.8348 loss: 3.3896 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3896 2023/07/20 00:16:18 - mmengine - INFO - Epoch(train) [2][4120/9365] lr: 3.9646e-01 eta: 1 day, 12:41:22 time: 0.6229 data_time: 0.1291 memory: 16132 grad_norm: 0.8244 loss: 3.5113 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5113 2023/07/20 00:16:30 - mmengine - INFO - Epoch(train) [2][4140/9365] lr: 3.9645e-01 eta: 1 day, 12:41:00 time: 0.5957 data_time: 0.0873 memory: 16132 grad_norm: 0.8227 loss: 3.3964 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.3964 2023/07/20 00:16:42 - mmengine - INFO - Epoch(train) [2][4160/9365] lr: 3.9644e-01 eta: 1 day, 12:40:42 time: 0.6095 data_time: 0.0882 memory: 16132 grad_norm: 0.8105 loss: 3.4078 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.4078 2023/07/20 00:16:55 - mmengine - INFO - Epoch(train) [2][4180/9365] lr: 3.9643e-01 eta: 1 day, 12:40:28 time: 0.6187 data_time: 0.0890 memory: 16132 grad_norm: 0.8376 loss: 3.4680 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.4680 2023/07/20 00:17:07 - mmengine - INFO - Epoch(train) [2][4200/9365] lr: 3.9642e-01 eta: 1 day, 12:40:14 time: 0.6210 data_time: 0.0835 memory: 16132 grad_norm: 0.8132 loss: 3.4694 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 3.4694 2023/07/20 00:17:19 - mmengine - INFO - Epoch(train) [2][4220/9365] lr: 3.9641e-01 eta: 1 day, 12:40:00 time: 0.6190 data_time: 0.1073 memory: 16132 grad_norm: 0.8196 loss: 3.4087 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.4087 2023/07/20 00:17:31 - mmengine - INFO - Epoch(train) [2][4240/9365] lr: 3.9640e-01 eta: 1 day, 12:39:39 time: 0.5994 data_time: 0.0993 memory: 16132 grad_norm: 0.8309 loss: 3.3791 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.3791 2023/07/20 00:17:44 - mmengine - INFO - Epoch(train) [2][4260/9365] lr: 3.9638e-01 eta: 1 day, 12:39:26 time: 0.6240 data_time: 0.0889 memory: 16132 grad_norm: 0.8438 loss: 3.3760 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 3.3760 2023/07/20 00:17:56 - mmengine - INFO - Epoch(train) [2][4280/9365] lr: 3.9637e-01 eta: 1 day, 12:39:07 time: 0.6030 data_time: 0.0956 memory: 16132 grad_norm: 0.8314 loss: 3.3207 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.3207 2023/07/20 00:18:09 - mmengine - INFO - Epoch(train) [2][4300/9365] lr: 3.9636e-01 eta: 1 day, 12:38:59 time: 0.6399 data_time: 0.1187 memory: 16132 grad_norm: 0.8524 loss: 3.1798 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1798 2023/07/20 00:18:21 - mmengine - INFO - Epoch(train) [2][4320/9365] lr: 3.9635e-01 eta: 1 day, 12:38:38 time: 0.5975 data_time: 0.1128 memory: 16132 grad_norm: 0.8311 loss: 3.3941 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3941 2023/07/20 00:18:33 - mmengine - INFO - Epoch(train) [2][4340/9365] lr: 3.9634e-01 eta: 1 day, 12:38:26 time: 0.6268 data_time: 0.0762 memory: 16132 grad_norm: 0.8483 loss: 3.2494 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.2494 2023/07/20 00:18:45 - mmengine - INFO - Epoch(train) [2][4360/9365] lr: 3.9633e-01 eta: 1 day, 12:38:06 time: 0.6011 data_time: 0.0948 memory: 16132 grad_norm: 0.8225 loss: 3.4474 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.4474 2023/07/20 00:18:58 - mmengine - INFO - Epoch(train) [2][4380/9365] lr: 3.9632e-01 eta: 1 day, 12:37:52 time: 0.6189 data_time: 0.1014 memory: 16132 grad_norm: 0.8470 loss: 3.5626 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.5626 2023/07/20 00:19:11 - mmengine - INFO - Epoch(train) [2][4400/9365] lr: 3.9631e-01 eta: 1 day, 12:37:47 time: 0.6499 data_time: 0.1505 memory: 16132 grad_norm: 0.8330 loss: 3.5859 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.5859 2023/07/20 00:19:23 - mmengine - INFO - Epoch(train) [2][4420/9365] lr: 3.9630e-01 eta: 1 day, 12:37:30 time: 0.6079 data_time: 0.1331 memory: 16132 grad_norm: 0.8082 loss: 3.4694 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4694 2023/07/20 00:19:35 - mmengine - INFO - Epoch(train) [2][4440/9365] lr: 3.9629e-01 eta: 1 day, 12:37:07 time: 0.5926 data_time: 0.1007 memory: 16132 grad_norm: 0.8139 loss: 3.3214 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.3214 2023/07/20 00:19:47 - mmengine - INFO - Epoch(train) [2][4460/9365] lr: 3.9628e-01 eta: 1 day, 12:36:53 time: 0.6185 data_time: 0.1037 memory: 16132 grad_norm: 0.8338 loss: 3.3999 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.3999 2023/07/20 00:19:59 - mmengine - INFO - Epoch(train) [2][4480/9365] lr: 3.9627e-01 eta: 1 day, 12:36:38 time: 0.6187 data_time: 0.0947 memory: 16132 grad_norm: 0.8362 loss: 3.4336 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.4336 2023/07/20 00:20:11 - mmengine - INFO - Epoch(train) [2][4500/9365] lr: 3.9626e-01 eta: 1 day, 12:36:17 time: 0.5945 data_time: 0.0998 memory: 16132 grad_norm: 0.8474 loss: 3.4530 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.4530 2023/07/20 00:20:24 - mmengine - INFO - Epoch(train) [2][4520/9365] lr: 3.9625e-01 eta: 1 day, 12:36:04 time: 0.6252 data_time: 0.0974 memory: 16132 grad_norm: 0.8127 loss: 3.2863 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.2863 2023/07/20 00:20:36 - mmengine - INFO - Epoch(train) [2][4540/9365] lr: 3.9623e-01 eta: 1 day, 12:35:51 time: 0.6221 data_time: 0.0867 memory: 16132 grad_norm: 0.8294 loss: 3.4928 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.4928 2023/07/20 00:20:49 - mmengine - INFO - Epoch(train) [2][4560/9365] lr: 3.9622e-01 eta: 1 day, 12:35:38 time: 0.6250 data_time: 0.0944 memory: 16132 grad_norm: 0.8438 loss: 3.3626 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.3626 2023/07/20 00:21:01 - mmengine - INFO - Epoch(train) [2][4580/9365] lr: 3.9621e-01 eta: 1 day, 12:35:29 time: 0.6362 data_time: 0.1425 memory: 16132 grad_norm: 0.8176 loss: 3.3161 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.3161 2023/07/20 00:21:13 - mmengine - INFO - Epoch(train) [2][4600/9365] lr: 3.9620e-01 eta: 1 day, 12:35:08 time: 0.5944 data_time: 0.0899 memory: 16132 grad_norm: 0.8462 loss: 3.4864 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.4864 2023/07/20 00:21:25 - mmengine - INFO - Epoch(train) [2][4620/9365] lr: 3.9619e-01 eta: 1 day, 12:34:44 time: 0.5882 data_time: 0.0821 memory: 16132 grad_norm: 0.8297 loss: 3.4260 top1_acc: 0.1250 top5_acc: 0.3438 loss_cls: 3.4260 2023/07/20 00:21:34 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 00:21:37 - mmengine - INFO - Epoch(train) [2][4640/9365] lr: 3.9618e-01 eta: 1 day, 12:34:28 time: 0.6120 data_time: 0.0859 memory: 16132 grad_norm: 0.8319 loss: 3.3736 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 3.3736 2023/07/20 00:21:50 - mmengine - INFO - Epoch(train) [2][4660/9365] lr: 3.9617e-01 eta: 1 day, 12:34:11 time: 0.6106 data_time: 0.0908 memory: 16132 grad_norm: 0.8043 loss: 3.2356 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2356 2023/07/20 00:22:02 - mmengine - INFO - Epoch(train) [2][4680/9365] lr: 3.9616e-01 eta: 1 day, 12:34:00 time: 0.6279 data_time: 0.0943 memory: 16132 grad_norm: 0.8329 loss: 3.3699 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.3699 2023/07/20 00:22:15 - mmengine - INFO - Epoch(train) [2][4700/9365] lr: 3.9615e-01 eta: 1 day, 12:33:46 time: 0.6205 data_time: 0.1274 memory: 16132 grad_norm: 0.8190 loss: 3.3206 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.3206 2023/07/20 00:22:26 - mmengine - INFO - Epoch(train) [2][4720/9365] lr: 3.9614e-01 eta: 1 day, 12:33:20 time: 0.5803 data_time: 0.0859 memory: 16132 grad_norm: 0.8633 loss: 3.3114 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.3114 2023/07/20 00:22:38 - mmengine - INFO - Epoch(train) [2][4740/9365] lr: 3.9613e-01 eta: 1 day, 12:33:03 time: 0.6103 data_time: 0.1069 memory: 16132 grad_norm: 0.8246 loss: 3.1688 top1_acc: 0.2188 top5_acc: 0.3750 loss_cls: 3.1688 2023/07/20 00:22:51 - mmengine - INFO - Epoch(train) [2][4760/9365] lr: 3.9612e-01 eta: 1 day, 12:32:51 time: 0.6253 data_time: 0.0843 memory: 16132 grad_norm: 0.8488 loss: 3.3218 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.3218 2023/07/20 00:23:03 - mmengine - INFO - Epoch(train) [2][4780/9365] lr: 3.9610e-01 eta: 1 day, 12:32:37 time: 0.6212 data_time: 0.0834 memory: 16132 grad_norm: 0.8261 loss: 3.2367 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.2367 2023/07/20 00:23:16 - mmengine - INFO - Epoch(train) [2][4800/9365] lr: 3.9609e-01 eta: 1 day, 12:32:24 time: 0.6203 data_time: 0.1207 memory: 16132 grad_norm: 0.8355 loss: 3.4109 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.4109 2023/07/20 00:23:27 - mmengine - INFO - Epoch(train) [2][4820/9365] lr: 3.9608e-01 eta: 1 day, 12:32:00 time: 0.5872 data_time: 0.1053 memory: 16132 grad_norm: 0.8455 loss: 3.2969 top1_acc: 0.3125 top5_acc: 0.7812 loss_cls: 3.2969 2023/07/20 00:23:39 - mmengine - INFO - Epoch(train) [2][4840/9365] lr: 3.9607e-01 eta: 1 day, 12:31:40 time: 0.5984 data_time: 0.0895 memory: 16132 grad_norm: 0.8212 loss: 3.3059 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.3059 2023/07/20 00:23:52 - mmengine - INFO - Epoch(train) [2][4860/9365] lr: 3.9606e-01 eta: 1 day, 12:31:25 time: 0.6180 data_time: 0.0785 memory: 16132 grad_norm: 0.8245 loss: 3.3206 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.3206 2023/07/20 00:24:04 - mmengine - INFO - Epoch(train) [2][4880/9365] lr: 3.9605e-01 eta: 1 day, 12:31:10 time: 0.6142 data_time: 0.0962 memory: 16132 grad_norm: 0.8459 loss: 3.3347 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.3347 2023/07/20 00:24:16 - mmengine - INFO - Epoch(train) [2][4900/9365] lr: 3.9604e-01 eta: 1 day, 12:30:51 time: 0.6049 data_time: 0.1025 memory: 16132 grad_norm: 0.8241 loss: 3.4055 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.4055 2023/07/20 00:24:28 - mmengine - INFO - Epoch(train) [2][4920/9365] lr: 3.9603e-01 eta: 1 day, 12:30:34 time: 0.6071 data_time: 0.1024 memory: 16132 grad_norm: 0.8145 loss: 3.3658 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.3658 2023/07/20 00:24:41 - mmengine - INFO - Epoch(train) [2][4940/9365] lr: 3.9602e-01 eta: 1 day, 12:30:20 time: 0.6186 data_time: 0.0844 memory: 16132 grad_norm: 0.8267 loss: 3.2401 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2401 2023/07/20 00:24:53 - mmengine - INFO - Epoch(train) [2][4960/9365] lr: 3.9600e-01 eta: 1 day, 12:30:04 time: 0.6138 data_time: 0.0905 memory: 16132 grad_norm: 0.8189 loss: 3.3849 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.3849 2023/07/20 00:25:05 - mmengine - INFO - Epoch(train) [2][4980/9365] lr: 3.9599e-01 eta: 1 day, 12:29:49 time: 0.6175 data_time: 0.0829 memory: 16132 grad_norm: 0.8359 loss: 3.4384 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.4384 2023/07/20 00:25:18 - mmengine - INFO - Epoch(train) [2][5000/9365] lr: 3.9598e-01 eta: 1 day, 12:29:43 time: 0.6460 data_time: 0.1157 memory: 16132 grad_norm: 0.8327 loss: 3.3567 top1_acc: 0.1562 top5_acc: 0.2188 loss_cls: 3.3567 2023/07/20 00:25:30 - mmengine - INFO - Epoch(train) [2][5020/9365] lr: 3.9597e-01 eta: 1 day, 12:29:26 time: 0.6074 data_time: 0.0975 memory: 16132 grad_norm: 0.8285 loss: 3.4378 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.4378 2023/07/20 00:25:43 - mmengine - INFO - Epoch(train) [2][5040/9365] lr: 3.9596e-01 eta: 1 day, 12:29:10 time: 0.6129 data_time: 0.1223 memory: 16132 grad_norm: 0.8416 loss: 3.4421 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.4421 2023/07/20 00:25:55 - mmengine - INFO - Epoch(train) [2][5060/9365] lr: 3.9595e-01 eta: 1 day, 12:28:50 time: 0.5988 data_time: 0.0914 memory: 16132 grad_norm: 0.8372 loss: 3.3325 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.3325 2023/07/20 00:26:07 - mmengine - INFO - Epoch(train) [2][5080/9365] lr: 3.9594e-01 eta: 1 day, 12:28:38 time: 0.6270 data_time: 0.1079 memory: 16132 grad_norm: 0.8323 loss: 3.3713 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3713 2023/07/20 00:26:19 - mmengine - INFO - Epoch(train) [2][5100/9365] lr: 3.9593e-01 eta: 1 day, 12:28:19 time: 0.6010 data_time: 0.0945 memory: 16132 grad_norm: 0.8387 loss: 3.4540 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.4540 2023/07/20 00:26:32 - mmengine - INFO - Epoch(train) [2][5120/9365] lr: 3.9592e-01 eta: 1 day, 12:28:08 time: 0.6286 data_time: 0.0779 memory: 16132 grad_norm: 0.8397 loss: 3.3675 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.3675 2023/07/20 00:26:43 - mmengine - INFO - Epoch(train) [2][5140/9365] lr: 3.9590e-01 eta: 1 day, 12:27:44 time: 0.5840 data_time: 0.0788 memory: 16132 grad_norm: 0.8563 loss: 3.3708 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.3708 2023/07/20 00:26:56 - mmengine - INFO - Epoch(train) [2][5160/9365] lr: 3.9589e-01 eta: 1 day, 12:27:31 time: 0.6245 data_time: 0.0907 memory: 16132 grad_norm: 0.8239 loss: 3.3439 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.3439 2023/07/20 00:27:09 - mmengine - INFO - Epoch(train) [2][5180/9365] lr: 3.9588e-01 eta: 1 day, 12:27:21 time: 0.6341 data_time: 0.1050 memory: 16132 grad_norm: 0.8084 loss: 3.2411 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2411 2023/07/20 00:27:21 - mmengine - INFO - Epoch(train) [2][5200/9365] lr: 3.9587e-01 eta: 1 day, 12:27:07 time: 0.6179 data_time: 0.0922 memory: 16132 grad_norm: 0.8208 loss: 3.2310 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2310 2023/07/20 00:27:33 - mmengine - INFO - Epoch(train) [2][5220/9365] lr: 3.9586e-01 eta: 1 day, 12:26:51 time: 0.6104 data_time: 0.0825 memory: 16132 grad_norm: 0.8210 loss: 3.1879 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1879 2023/07/20 00:27:45 - mmengine - INFO - Epoch(train) [2][5240/9365] lr: 3.9585e-01 eta: 1 day, 12:26:29 time: 0.5921 data_time: 0.0837 memory: 16132 grad_norm: 0.8314 loss: 3.4003 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.4003 2023/07/20 00:27:57 - mmengine - INFO - Epoch(train) [2][5260/9365] lr: 3.9584e-01 eta: 1 day, 12:26:13 time: 0.6127 data_time: 0.0966 memory: 16132 grad_norm: 0.8678 loss: 3.1547 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 3.1547 2023/07/20 00:28:09 - mmengine - INFO - Epoch(train) [2][5280/9365] lr: 3.9582e-01 eta: 1 day, 12:25:51 time: 0.5906 data_time: 0.0921 memory: 16132 grad_norm: 0.8415 loss: 3.2907 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2907 2023/07/20 00:28:21 - mmengine - INFO - Epoch(train) [2][5300/9365] lr: 3.9581e-01 eta: 1 day, 12:25:37 time: 0.6189 data_time: 0.0824 memory: 16132 grad_norm: 0.8514 loss: 3.2920 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2920 2023/07/20 00:28:34 - mmengine - INFO - Epoch(train) [2][5320/9365] lr: 3.9580e-01 eta: 1 day, 12:25:21 time: 0.6130 data_time: 0.0778 memory: 16132 grad_norm: 0.8357 loss: 3.4367 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.4367 2023/07/20 00:28:46 - mmengine - INFO - Epoch(train) [2][5340/9365] lr: 3.9579e-01 eta: 1 day, 12:25:02 time: 0.6002 data_time: 0.0812 memory: 16132 grad_norm: 0.8283 loss: 3.3468 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.3468 2023/07/20 00:28:58 - mmengine - INFO - Epoch(train) [2][5360/9365] lr: 3.9578e-01 eta: 1 day, 12:24:43 time: 0.6035 data_time: 0.0850 memory: 16132 grad_norm: 0.8208 loss: 3.4424 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.4424 2023/07/20 00:29:10 - mmengine - INFO - Epoch(train) [2][5380/9365] lr: 3.9577e-01 eta: 1 day, 12:24:30 time: 0.6204 data_time: 0.0913 memory: 16132 grad_norm: 0.8327 loss: 3.2262 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2262 2023/07/20 00:29:23 - mmengine - INFO - Epoch(train) [2][5400/9365] lr: 3.9576e-01 eta: 1 day, 12:24:18 time: 0.6275 data_time: 0.1060 memory: 16132 grad_norm: 0.8490 loss: 3.2700 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.2700 2023/07/20 00:29:35 - mmengine - INFO - Epoch(train) [2][5420/9365] lr: 3.9574e-01 eta: 1 day, 12:24:07 time: 0.6285 data_time: 0.0965 memory: 16132 grad_norm: 0.8521 loss: 3.4405 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.4405 2023/07/20 00:29:48 - mmengine - INFO - Epoch(train) [2][5440/9365] lr: 3.9573e-01 eta: 1 day, 12:24:01 time: 0.6454 data_time: 0.0866 memory: 16132 grad_norm: 0.8426 loss: 3.2250 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.2250 2023/07/20 00:30:00 - mmengine - INFO - Epoch(train) [2][5460/9365] lr: 3.9572e-01 eta: 1 day, 12:23:43 time: 0.6052 data_time: 0.0873 memory: 16132 grad_norm: 0.8423 loss: 3.4422 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.4422 2023/07/20 00:30:13 - mmengine - INFO - Epoch(train) [2][5480/9365] lr: 3.9571e-01 eta: 1 day, 12:23:28 time: 0.6171 data_time: 0.0878 memory: 16132 grad_norm: 0.8454 loss: 3.2946 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.2946 2023/07/20 00:30:26 - mmengine - INFO - Epoch(train) [2][5500/9365] lr: 3.9570e-01 eta: 1 day, 12:23:24 time: 0.6535 data_time: 0.1022 memory: 16132 grad_norm: 0.8077 loss: 3.4671 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.4671 2023/07/20 00:30:38 - mmengine - INFO - Epoch(train) [2][5520/9365] lr: 3.9569e-01 eta: 1 day, 12:23:09 time: 0.6137 data_time: 0.1078 memory: 16132 grad_norm: 0.8386 loss: 3.2476 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.2476 2023/07/20 00:30:50 - mmengine - INFO - Epoch(train) [2][5540/9365] lr: 3.9568e-01 eta: 1 day, 12:22:51 time: 0.6051 data_time: 0.0884 memory: 16132 grad_norm: 0.8531 loss: 3.5403 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.5403 2023/07/20 00:31:03 - mmengine - INFO - Epoch(train) [2][5560/9365] lr: 3.9566e-01 eta: 1 day, 12:22:44 time: 0.6451 data_time: 0.0890 memory: 16132 grad_norm: 0.8460 loss: 3.3294 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.3294 2023/07/20 00:31:15 - mmengine - INFO - Epoch(train) [2][5580/9365] lr: 3.9565e-01 eta: 1 day, 12:22:22 time: 0.5895 data_time: 0.1264 memory: 16132 grad_norm: 0.8388 loss: 3.5502 top1_acc: 0.0625 top5_acc: 0.3125 loss_cls: 3.5502 2023/07/20 00:31:27 - mmengine - INFO - Epoch(train) [2][5600/9365] lr: 3.9564e-01 eta: 1 day, 12:22:08 time: 0.6188 data_time: 0.1371 memory: 16132 grad_norm: 0.8305 loss: 3.4717 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.4717 2023/07/20 00:31:40 - mmengine - INFO - Epoch(train) [2][5620/9365] lr: 3.9563e-01 eta: 1 day, 12:21:57 time: 0.6266 data_time: 0.0829 memory: 16132 grad_norm: 0.8458 loss: 3.3880 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.3880 2023/07/20 00:31:49 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 00:31:52 - mmengine - INFO - Epoch(train) [2][5640/9365] lr: 3.9562e-01 eta: 1 day, 12:21:40 time: 0.6110 data_time: 0.1263 memory: 16132 grad_norm: 0.8529 loss: 3.2609 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.2609 2023/07/20 00:32:04 - mmengine - INFO - Epoch(train) [2][5660/9365] lr: 3.9561e-01 eta: 1 day, 12:21:25 time: 0.6132 data_time: 0.0979 memory: 16132 grad_norm: 0.8294 loss: 3.4670 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.4670 2023/07/20 00:32:16 - mmengine - INFO - Epoch(train) [2][5680/9365] lr: 3.9559e-01 eta: 1 day, 12:21:09 time: 0.6109 data_time: 0.0952 memory: 16132 grad_norm: 0.8493 loss: 3.2252 top1_acc: 0.2188 top5_acc: 0.6875 loss_cls: 3.2252 2023/07/20 00:32:29 - mmengine - INFO - Epoch(train) [2][5700/9365] lr: 3.9558e-01 eta: 1 day, 12:20:59 time: 0.6341 data_time: 0.0828 memory: 16132 grad_norm: 0.8004 loss: 3.3535 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.3535 2023/07/20 00:32:41 - mmengine - INFO - Epoch(train) [2][5720/9365] lr: 3.9557e-01 eta: 1 day, 12:20:44 time: 0.6152 data_time: 0.0826 memory: 16132 grad_norm: 0.8474 loss: 3.3347 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.3347 2023/07/20 00:32:54 - mmengine - INFO - Epoch(train) [2][5740/9365] lr: 3.9556e-01 eta: 1 day, 12:20:27 time: 0.6078 data_time: 0.0973 memory: 16132 grad_norm: 0.8409 loss: 3.3825 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.3825 2023/07/20 00:33:06 - mmengine - INFO - Epoch(train) [2][5760/9365] lr: 3.9555e-01 eta: 1 day, 12:20:13 time: 0.6184 data_time: 0.0911 memory: 16132 grad_norm: 0.8435 loss: 3.3350 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.3350 2023/07/20 00:33:18 - mmengine - INFO - Epoch(train) [2][5780/9365] lr: 3.9554e-01 eta: 1 day, 12:19:58 time: 0.6154 data_time: 0.0989 memory: 16132 grad_norm: 0.8339 loss: 3.3263 top1_acc: 0.2812 top5_acc: 0.3750 loss_cls: 3.3263 2023/07/20 00:33:30 - mmengine - INFO - Epoch(train) [2][5800/9365] lr: 3.9552e-01 eta: 1 day, 12:19:39 time: 0.5980 data_time: 0.1257 memory: 16132 grad_norm: 0.8293 loss: 3.3967 top1_acc: 0.3125 top5_acc: 0.3750 loss_cls: 3.3967 2023/07/20 00:33:43 - mmengine - INFO - Epoch(train) [2][5820/9365] lr: 3.9551e-01 eta: 1 day, 12:19:23 time: 0.6142 data_time: 0.0995 memory: 16132 grad_norm: 0.8282 loss: 3.4722 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.4722 2023/07/20 00:33:54 - mmengine - INFO - Epoch(train) [2][5840/9365] lr: 3.9550e-01 eta: 1 day, 12:18:57 time: 0.5720 data_time: 0.0850 memory: 16132 grad_norm: 0.8413 loss: 3.3202 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.3202 2023/07/20 00:34:06 - mmengine - INFO - Epoch(train) [2][5860/9365] lr: 3.9549e-01 eta: 1 day, 12:18:42 time: 0.6158 data_time: 0.0938 memory: 16132 grad_norm: 0.8446 loss: 3.3778 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.3778 2023/07/20 00:34:19 - mmengine - INFO - Epoch(train) [2][5880/9365] lr: 3.9548e-01 eta: 1 day, 12:18:30 time: 0.6255 data_time: 0.0895 memory: 16132 grad_norm: 0.8270 loss: 3.3179 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.3179 2023/07/20 00:34:32 - mmengine - INFO - Epoch(train) [2][5900/9365] lr: 3.9547e-01 eta: 1 day, 12:18:21 time: 0.6370 data_time: 0.0781 memory: 16132 grad_norm: 0.8311 loss: 3.2333 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.2333 2023/07/20 00:34:44 - mmengine - INFO - Epoch(train) [2][5920/9365] lr: 3.9545e-01 eta: 1 day, 12:18:04 time: 0.6083 data_time: 0.0894 memory: 16132 grad_norm: 0.8423 loss: 3.3243 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.3243 2023/07/20 00:34:56 - mmengine - INFO - Epoch(train) [2][5940/9365] lr: 3.9544e-01 eta: 1 day, 12:17:55 time: 0.6357 data_time: 0.0897 memory: 16132 grad_norm: 0.8421 loss: 3.4183 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4183 2023/07/20 00:35:09 - mmengine - INFO - Epoch(train) [2][5960/9365] lr: 3.9543e-01 eta: 1 day, 12:17:38 time: 0.6081 data_time: 0.0914 memory: 16132 grad_norm: 0.8458 loss: 3.4248 top1_acc: 0.2188 top5_acc: 0.3125 loss_cls: 3.4248 2023/07/20 00:35:21 - mmengine - INFO - Epoch(train) [2][5980/9365] lr: 3.9542e-01 eta: 1 day, 12:17:20 time: 0.6032 data_time: 0.0835 memory: 16132 grad_norm: 0.8433 loss: 3.2667 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.2667 2023/07/20 00:35:33 - mmengine - INFO - Epoch(train) [2][6000/9365] lr: 3.9541e-01 eta: 1 day, 12:17:04 time: 0.6094 data_time: 0.1054 memory: 16132 grad_norm: 0.8426 loss: 3.2883 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.2883 2023/07/20 00:35:45 - mmengine - INFO - Epoch(train) [2][6020/9365] lr: 3.9539e-01 eta: 1 day, 12:16:47 time: 0.6079 data_time: 0.0805 memory: 16132 grad_norm: 0.8417 loss: 3.2812 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.2812 2023/07/20 00:35:57 - mmengine - INFO - Epoch(train) [2][6040/9365] lr: 3.9538e-01 eta: 1 day, 12:16:30 time: 0.6066 data_time: 0.0856 memory: 16132 grad_norm: 0.8220 loss: 3.3084 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.3084 2023/07/20 00:36:10 - mmengine - INFO - Epoch(train) [2][6060/9365] lr: 3.9537e-01 eta: 1 day, 12:16:17 time: 0.6247 data_time: 0.1180 memory: 16132 grad_norm: 0.8479 loss: 3.3119 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.3119 2023/07/20 00:36:22 - mmengine - INFO - Epoch(train) [2][6080/9365] lr: 3.9536e-01 eta: 1 day, 12:16:00 time: 0.6064 data_time: 0.0834 memory: 16132 grad_norm: 0.8608 loss: 3.3331 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.3331 2023/07/20 00:36:34 - mmengine - INFO - Epoch(train) [2][6100/9365] lr: 3.9535e-01 eta: 1 day, 12:15:44 time: 0.6113 data_time: 0.0916 memory: 16132 grad_norm: 0.8310 loss: 3.3355 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.3355 2023/07/20 00:36:46 - mmengine - INFO - Epoch(train) [2][6120/9365] lr: 3.9533e-01 eta: 1 day, 12:15:31 time: 0.6193 data_time: 0.1072 memory: 16132 grad_norm: 0.8364 loss: 3.4543 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.4543 2023/07/20 00:36:59 - mmengine - INFO - Epoch(train) [2][6140/9365] lr: 3.9532e-01 eta: 1 day, 12:15:16 time: 0.6168 data_time: 0.1056 memory: 16132 grad_norm: 0.8457 loss: 3.3509 top1_acc: 0.1562 top5_acc: 0.6250 loss_cls: 3.3509 2023/07/20 00:37:11 - mmengine - INFO - Epoch(train) [2][6160/9365] lr: 3.9531e-01 eta: 1 day, 12:15:00 time: 0.6076 data_time: 0.0966 memory: 16132 grad_norm: 0.8564 loss: 3.3461 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.3461 2023/07/20 00:37:23 - mmengine - INFO - Epoch(train) [2][6180/9365] lr: 3.9530e-01 eta: 1 day, 12:14:47 time: 0.6243 data_time: 0.0787 memory: 16132 grad_norm: 0.8395 loss: 3.2552 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2552 2023/07/20 00:37:36 - mmengine - INFO - Epoch(train) [2][6200/9365] lr: 3.9529e-01 eta: 1 day, 12:14:37 time: 0.6331 data_time: 0.1288 memory: 16132 grad_norm: 0.8427 loss: 3.3899 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.3899 2023/07/20 00:37:48 - mmengine - INFO - Epoch(train) [2][6220/9365] lr: 3.9527e-01 eta: 1 day, 12:14:21 time: 0.6087 data_time: 0.0851 memory: 16132 grad_norm: 0.8382 loss: 3.3905 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.3905 2023/07/20 00:38:00 - mmengine - INFO - Epoch(train) [2][6240/9365] lr: 3.9526e-01 eta: 1 day, 12:14:05 time: 0.6108 data_time: 0.1011 memory: 16132 grad_norm: 0.8337 loss: 3.3061 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.3061 2023/07/20 00:38:13 - mmengine - INFO - Epoch(train) [2][6260/9365] lr: 3.9525e-01 eta: 1 day, 12:13:51 time: 0.6194 data_time: 0.0908 memory: 16132 grad_norm: 0.8570 loss: 3.2445 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.2445 2023/07/20 00:38:25 - mmengine - INFO - Epoch(train) [2][6280/9365] lr: 3.9524e-01 eta: 1 day, 12:13:36 time: 0.6139 data_time: 0.0829 memory: 16132 grad_norm: 0.8399 loss: 3.4425 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.4425 2023/07/20 00:38:37 - mmengine - INFO - Epoch(train) [2][6300/9365] lr: 3.9523e-01 eta: 1 day, 12:13:21 time: 0.6119 data_time: 0.0878 memory: 16132 grad_norm: 0.8439 loss: 3.4189 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.4189 2023/07/20 00:38:50 - mmengine - INFO - Epoch(train) [2][6320/9365] lr: 3.9521e-01 eta: 1 day, 12:13:06 time: 0.6149 data_time: 0.0976 memory: 16132 grad_norm: 0.8323 loss: 3.4274 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.4274 2023/07/20 00:39:01 - mmengine - INFO - Epoch(train) [2][6340/9365] lr: 3.9520e-01 eta: 1 day, 12:12:42 time: 0.5798 data_time: 0.0880 memory: 16132 grad_norm: 0.8300 loss: 3.3097 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.3097 2023/07/20 00:39:13 - mmengine - INFO - Epoch(train) [2][6360/9365] lr: 3.9519e-01 eta: 1 day, 12:12:23 time: 0.6008 data_time: 0.0996 memory: 16132 grad_norm: 0.8312 loss: 3.2700 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 3.2700 2023/07/20 00:39:26 - mmengine - INFO - Epoch(train) [2][6380/9365] lr: 3.9518e-01 eta: 1 day, 12:12:08 time: 0.6123 data_time: 0.0873 memory: 16132 grad_norm: 0.8415 loss: 3.4051 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.4051 2023/07/20 00:39:38 - mmengine - INFO - Epoch(train) [2][6400/9365] lr: 3.9516e-01 eta: 1 day, 12:11:50 time: 0.6051 data_time: 0.0798 memory: 16132 grad_norm: 0.8599 loss: 3.2539 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.2539 2023/07/20 00:39:50 - mmengine - INFO - Epoch(train) [2][6420/9365] lr: 3.9515e-01 eta: 1 day, 12:11:37 time: 0.6206 data_time: 0.0718 memory: 16132 grad_norm: 0.8524 loss: 3.4867 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.4867 2023/07/20 00:40:02 - mmengine - INFO - Epoch(train) [2][6440/9365] lr: 3.9514e-01 eta: 1 day, 12:11:20 time: 0.6080 data_time: 0.0876 memory: 16132 grad_norm: 0.8330 loss: 3.1259 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1259 2023/07/20 00:40:15 - mmengine - INFO - Epoch(train) [2][6460/9365] lr: 3.9513e-01 eta: 1 day, 12:11:07 time: 0.6199 data_time: 0.1196 memory: 16132 grad_norm: 0.8323 loss: 3.3832 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3832 2023/07/20 00:40:27 - mmengine - INFO - Epoch(train) [2][6480/9365] lr: 3.9512e-01 eta: 1 day, 12:10:52 time: 0.6149 data_time: 0.1086 memory: 16132 grad_norm: 0.8496 loss: 3.3008 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.3008 2023/07/20 00:40:39 - mmengine - INFO - Epoch(train) [2][6500/9365] lr: 3.9510e-01 eta: 1 day, 12:10:34 time: 0.6006 data_time: 0.0870 memory: 16132 grad_norm: 0.8472 loss: 3.2250 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2250 2023/07/20 00:40:52 - mmengine - INFO - Epoch(train) [2][6520/9365] lr: 3.9509e-01 eta: 1 day, 12:10:27 time: 0.6447 data_time: 0.0845 memory: 16132 grad_norm: 0.8389 loss: 3.3169 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.3169 2023/07/20 00:41:04 - mmengine - INFO - Epoch(train) [2][6540/9365] lr: 3.9508e-01 eta: 1 day, 12:10:08 time: 0.5971 data_time: 0.0914 memory: 16132 grad_norm: 0.8468 loss: 3.2691 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.2691 2023/07/20 00:41:16 - mmengine - INFO - Epoch(train) [2][6560/9365] lr: 3.9507e-01 eta: 1 day, 12:09:56 time: 0.6270 data_time: 0.1037 memory: 16132 grad_norm: 0.8432 loss: 3.2423 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.2423 2023/07/20 00:41:28 - mmengine - INFO - Epoch(train) [2][6580/9365] lr: 3.9505e-01 eta: 1 day, 12:09:38 time: 0.6025 data_time: 0.0871 memory: 16132 grad_norm: 0.8480 loss: 3.1792 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.1792 2023/07/20 00:41:41 - mmengine - INFO - Epoch(train) [2][6600/9365] lr: 3.9504e-01 eta: 1 day, 12:09:23 time: 0.6129 data_time: 0.0839 memory: 16132 grad_norm: 0.8516 loss: 3.3169 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.3169 2023/07/20 00:41:53 - mmengine - INFO - Epoch(train) [2][6620/9365] lr: 3.9503e-01 eta: 1 day, 12:09:08 time: 0.6126 data_time: 0.0874 memory: 16132 grad_norm: 0.8277 loss: 3.4305 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.4305 2023/07/20 00:42:02 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 00:42:05 - mmengine - INFO - Epoch(train) [2][6640/9365] lr: 3.9502e-01 eta: 1 day, 12:08:51 time: 0.6081 data_time: 0.1245 memory: 16132 grad_norm: 0.8307 loss: 3.3024 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.3024 2023/07/20 00:42:17 - mmengine - INFO - Epoch(train) [2][6660/9365] lr: 3.9500e-01 eta: 1 day, 12:08:34 time: 0.6048 data_time: 0.0814 memory: 16132 grad_norm: 0.8596 loss: 3.4086 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.4086 2023/07/20 00:42:29 - mmengine - INFO - Epoch(train) [2][6680/9365] lr: 3.9499e-01 eta: 1 day, 12:08:10 time: 0.5808 data_time: 0.0942 memory: 16132 grad_norm: 0.8562 loss: 3.3291 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.3291 2023/07/20 00:42:41 - mmengine - INFO - Epoch(train) [2][6700/9365] lr: 3.9498e-01 eta: 1 day, 12:07:56 time: 0.6169 data_time: 0.0806 memory: 16132 grad_norm: 0.8298 loss: 3.2949 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2949 2023/07/20 00:42:53 - mmengine - INFO - Epoch(train) [2][6720/9365] lr: 3.9497e-01 eta: 1 day, 12:07:39 time: 0.6064 data_time: 0.1155 memory: 16132 grad_norm: 0.8480 loss: 3.4094 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.4094 2023/07/20 00:43:05 - mmengine - INFO - Epoch(train) [2][6740/9365] lr: 3.9495e-01 eta: 1 day, 12:07:17 time: 0.5855 data_time: 0.0774 memory: 16132 grad_norm: 0.8144 loss: 3.2346 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.2346 2023/07/20 00:43:17 - mmengine - INFO - Epoch(train) [2][6760/9365] lr: 3.9494e-01 eta: 1 day, 12:07:03 time: 0.6169 data_time: 0.0876 memory: 16132 grad_norm: 0.8415 loss: 3.4250 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.4250 2023/07/20 00:43:29 - mmengine - INFO - Epoch(train) [2][6780/9365] lr: 3.9493e-01 eta: 1 day, 12:06:44 time: 0.5992 data_time: 0.0871 memory: 16132 grad_norm: 0.8335 loss: 3.2960 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 3.2960 2023/07/20 00:43:41 - mmengine - INFO - Epoch(train) [2][6800/9365] lr: 3.9492e-01 eta: 1 day, 12:06:28 time: 0.6074 data_time: 0.1059 memory: 16132 grad_norm: 0.8490 loss: 3.3652 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.3652 2023/07/20 00:43:54 - mmengine - INFO - Epoch(train) [2][6820/9365] lr: 3.9490e-01 eta: 1 day, 12:06:18 time: 0.6319 data_time: 0.1272 memory: 16132 grad_norm: 0.8522 loss: 3.3566 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.3566 2023/07/20 00:44:06 - mmengine - INFO - Epoch(train) [2][6840/9365] lr: 3.9489e-01 eta: 1 day, 12:06:03 time: 0.6171 data_time: 0.1130 memory: 16132 grad_norm: 0.8387 loss: 3.3225 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.3225 2023/07/20 00:44:18 - mmengine - INFO - Epoch(train) [2][6860/9365] lr: 3.9488e-01 eta: 1 day, 12:05:43 time: 0.5906 data_time: 0.0876 memory: 16132 grad_norm: 0.8484 loss: 3.4159 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.4159 2023/07/20 00:44:31 - mmengine - INFO - Epoch(train) [2][6880/9365] lr: 3.9487e-01 eta: 1 day, 12:05:28 time: 0.6143 data_time: 0.0959 memory: 16132 grad_norm: 0.8332 loss: 3.3708 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.3708 2023/07/20 00:44:43 - mmengine - INFO - Epoch(train) [2][6900/9365] lr: 3.9485e-01 eta: 1 day, 12:05:20 time: 0.6417 data_time: 0.0851 memory: 16132 grad_norm: 0.8450 loss: 3.3578 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.3578 2023/07/20 00:44:55 - mmengine - INFO - Epoch(train) [2][6920/9365] lr: 3.9484e-01 eta: 1 day, 12:05:03 time: 0.6054 data_time: 0.0773 memory: 16132 grad_norm: 0.8477 loss: 3.3785 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3785 2023/07/20 00:45:08 - mmengine - INFO - Epoch(train) [2][6940/9365] lr: 3.9483e-01 eta: 1 day, 12:04:57 time: 0.6481 data_time: 0.1026 memory: 16132 grad_norm: 0.8461 loss: 3.2827 top1_acc: 0.0938 top5_acc: 0.5312 loss_cls: 3.2827 2023/07/20 00:45:20 - mmengine - INFO - Epoch(train) [2][6960/9365] lr: 3.9482e-01 eta: 1 day, 12:04:33 time: 0.5762 data_time: 0.0861 memory: 16132 grad_norm: 0.8412 loss: 3.3170 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.3170 2023/07/20 00:45:33 - mmengine - INFO - Epoch(train) [2][6980/9365] lr: 3.9480e-01 eta: 1 day, 12:04:23 time: 0.6350 data_time: 0.1047 memory: 16132 grad_norm: 0.8232 loss: 3.3134 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.3134 2023/07/20 00:45:45 - mmengine - INFO - Epoch(train) [2][7000/9365] lr: 3.9479e-01 eta: 1 day, 12:04:05 time: 0.5989 data_time: 0.0848 memory: 16132 grad_norm: 0.8386 loss: 3.2308 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.2308 2023/07/20 00:45:57 - mmengine - INFO - Epoch(train) [2][7020/9365] lr: 3.9478e-01 eta: 1 day, 12:03:51 time: 0.6177 data_time: 0.0912 memory: 16132 grad_norm: 0.8477 loss: 3.2146 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.2146 2023/07/20 00:46:09 - mmengine - INFO - Epoch(train) [2][7040/9365] lr: 3.9477e-01 eta: 1 day, 12:03:36 time: 0.6134 data_time: 0.0806 memory: 16132 grad_norm: 0.8607 loss: 3.4043 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4043 2023/07/20 00:46:22 - mmengine - INFO - Epoch(train) [2][7060/9365] lr: 3.9475e-01 eta: 1 day, 12:03:23 time: 0.6218 data_time: 0.1507 memory: 16132 grad_norm: 0.8369 loss: 3.2319 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2319 2023/07/20 00:46:34 - mmengine - INFO - Epoch(train) [2][7080/9365] lr: 3.9474e-01 eta: 1 day, 12:03:04 time: 0.5958 data_time: 0.0813 memory: 16132 grad_norm: 0.8374 loss: 3.3576 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.3576 2023/07/20 00:46:46 - mmengine - INFO - Epoch(train) [2][7100/9365] lr: 3.9473e-01 eta: 1 day, 12:02:49 time: 0.6129 data_time: 0.0886 memory: 16132 grad_norm: 0.8399 loss: 3.3873 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.3873 2023/07/20 00:46:58 - mmengine - INFO - Epoch(train) [2][7120/9365] lr: 3.9471e-01 eta: 1 day, 12:02:38 time: 0.6279 data_time: 0.1103 memory: 16132 grad_norm: 0.8233 loss: 3.2561 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2561 2023/07/20 00:47:11 - mmengine - INFO - Epoch(train) [2][7140/9365] lr: 3.9470e-01 eta: 1 day, 12:02:21 time: 0.6077 data_time: 0.0866 memory: 16132 grad_norm: 0.8715 loss: 3.2941 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2941 2023/07/20 00:47:23 - mmengine - INFO - Epoch(train) [2][7160/9365] lr: 3.9469e-01 eta: 1 day, 12:02:04 time: 0.6041 data_time: 0.1052 memory: 16132 grad_norm: 0.8334 loss: 3.2736 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.2736 2023/07/20 00:47:35 - mmengine - INFO - Epoch(train) [2][7180/9365] lr: 3.9468e-01 eta: 1 day, 12:01:49 time: 0.6139 data_time: 0.0874 memory: 16132 grad_norm: 0.8283 loss: 3.3645 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.3645 2023/07/20 00:47:47 - mmengine - INFO - Epoch(train) [2][7200/9365] lr: 3.9466e-01 eta: 1 day, 12:01:38 time: 0.6262 data_time: 0.0823 memory: 16132 grad_norm: 0.8240 loss: 3.3162 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.3162 2023/07/20 00:48:00 - mmengine - INFO - Epoch(train) [2][7220/9365] lr: 3.9465e-01 eta: 1 day, 12:01:31 time: 0.6462 data_time: 0.1331 memory: 16132 grad_norm: 0.8417 loss: 3.2335 top1_acc: 0.1875 top5_acc: 0.3438 loss_cls: 3.2335 2023/07/20 00:48:13 - mmengine - INFO - Epoch(train) [2][7240/9365] lr: 3.9464e-01 eta: 1 day, 12:01:21 time: 0.6323 data_time: 0.1261 memory: 16132 grad_norm: 0.8592 loss: 3.3518 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.3518 2023/07/20 00:48:25 - mmengine - INFO - Epoch(train) [2][7260/9365] lr: 3.9463e-01 eta: 1 day, 12:01:07 time: 0.6173 data_time: 0.0852 memory: 16132 grad_norm: 0.8579 loss: 3.3897 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.3897 2023/07/20 00:48:38 - mmengine - INFO - Epoch(train) [2][7280/9365] lr: 3.9461e-01 eta: 1 day, 12:00:51 time: 0.6107 data_time: 0.0971 memory: 16132 grad_norm: 0.8335 loss: 3.3481 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.3481 2023/07/20 00:48:50 - mmengine - INFO - Epoch(train) [2][7300/9365] lr: 3.9460e-01 eta: 1 day, 12:00:37 time: 0.6140 data_time: 0.0884 memory: 16132 grad_norm: 0.8026 loss: 3.2700 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.2700 2023/07/20 00:49:02 - mmengine - INFO - Epoch(train) [2][7320/9365] lr: 3.9459e-01 eta: 1 day, 12:00:25 time: 0.6273 data_time: 0.0898 memory: 16132 grad_norm: 0.8660 loss: 3.3735 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3735 2023/07/20 00:49:14 - mmengine - INFO - Epoch(train) [2][7340/9365] lr: 3.9457e-01 eta: 1 day, 12:00:05 time: 0.5915 data_time: 0.0839 memory: 16132 grad_norm: 0.8482 loss: 3.2997 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2997 2023/07/20 00:49:27 - mmengine - INFO - Epoch(train) [2][7360/9365] lr: 3.9456e-01 eta: 1 day, 11:59:52 time: 0.6208 data_time: 0.0917 memory: 16132 grad_norm: 0.8582 loss: 3.4838 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4838 2023/07/20 00:49:39 - mmengine - INFO - Epoch(train) [2][7380/9365] lr: 3.9455e-01 eta: 1 day, 11:59:40 time: 0.6253 data_time: 0.0868 memory: 16132 grad_norm: 0.8452 loss: 3.2479 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.2479 2023/07/20 00:49:52 - mmengine - INFO - Epoch(train) [2][7400/9365] lr: 3.9453e-01 eta: 1 day, 11:59:26 time: 0.6154 data_time: 0.0844 memory: 16132 grad_norm: 0.8445 loss: 3.3013 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.3013 2023/07/20 00:50:03 - mmengine - INFO - Epoch(train) [2][7420/9365] lr: 3.9452e-01 eta: 1 day, 11:59:06 time: 0.5948 data_time: 0.1069 memory: 16132 grad_norm: 0.8414 loss: 3.3203 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.3203 2023/07/20 00:50:16 - mmengine - INFO - Epoch(train) [2][7440/9365] lr: 3.9451e-01 eta: 1 day, 11:58:52 time: 0.6139 data_time: 0.1344 memory: 16132 grad_norm: 0.8453 loss: 3.3129 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.3129 2023/07/20 00:50:28 - mmengine - INFO - Epoch(train) [2][7460/9365] lr: 3.9450e-01 eta: 1 day, 11:58:35 time: 0.6063 data_time: 0.0828 memory: 16132 grad_norm: 0.8356 loss: 3.2486 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2486 2023/07/20 00:50:40 - mmengine - INFO - Epoch(train) [2][7480/9365] lr: 3.9448e-01 eta: 1 day, 11:58:19 time: 0.6077 data_time: 0.0974 memory: 16132 grad_norm: 0.8378 loss: 3.2396 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.2396 2023/07/20 00:50:52 - mmengine - INFO - Epoch(train) [2][7500/9365] lr: 3.9447e-01 eta: 1 day, 11:58:02 time: 0.6061 data_time: 0.0928 memory: 16132 grad_norm: 0.8325 loss: 3.3480 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.3480 2023/07/20 00:51:05 - mmengine - INFO - Epoch(train) [2][7520/9365] lr: 3.9446e-01 eta: 1 day, 11:57:52 time: 0.6305 data_time: 0.0891 memory: 16132 grad_norm: 0.8272 loss: 3.2346 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2346 2023/07/20 00:51:17 - mmengine - INFO - Epoch(train) [2][7540/9365] lr: 3.9444e-01 eta: 1 day, 11:57:35 time: 0.6047 data_time: 0.0893 memory: 16132 grad_norm: 0.8622 loss: 3.3634 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.3634 2023/07/20 00:51:29 - mmengine - INFO - Epoch(train) [2][7560/9365] lr: 3.9443e-01 eta: 1 day, 11:57:14 time: 0.5903 data_time: 0.0843 memory: 16132 grad_norm: 0.8473 loss: 3.3500 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.3500 2023/07/20 00:51:41 - mmengine - INFO - Epoch(train) [2][7580/9365] lr: 3.9442e-01 eta: 1 day, 11:57:04 time: 0.6328 data_time: 0.0786 memory: 16132 grad_norm: 0.8500 loss: 3.1807 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.1807 2023/07/20 00:51:53 - mmengine - INFO - Epoch(train) [2][7600/9365] lr: 3.9440e-01 eta: 1 day, 11:56:47 time: 0.6038 data_time: 0.0791 memory: 16132 grad_norm: 0.8540 loss: 3.2941 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.2941 2023/07/20 00:52:05 - mmengine - INFO - Epoch(train) [2][7620/9365] lr: 3.9439e-01 eta: 1 day, 11:56:31 time: 0.6063 data_time: 0.0944 memory: 16132 grad_norm: 0.8429 loss: 3.3108 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.3108 2023/07/20 00:52:14 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 00:52:17 - mmengine - INFO - Epoch(train) [2][7640/9365] lr: 3.9438e-01 eta: 1 day, 11:56:12 time: 0.5981 data_time: 0.1273 memory: 16132 grad_norm: 0.8421 loss: 3.2146 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.2146 2023/07/20 00:52:29 - mmengine - INFO - Epoch(train) [2][7660/9365] lr: 3.9436e-01 eta: 1 day, 11:55:51 time: 0.5876 data_time: 0.0757 memory: 16132 grad_norm: 0.8355 loss: 3.3172 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.3172 2023/07/20 00:52:42 - mmengine - INFO - Epoch(train) [2][7680/9365] lr: 3.9435e-01 eta: 1 day, 11:55:40 time: 0.6275 data_time: 0.1037 memory: 16132 grad_norm: 0.8479 loss: 3.3071 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.3071 2023/07/20 00:52:54 - mmengine - INFO - Epoch(train) [2][7700/9365] lr: 3.9434e-01 eta: 1 day, 11:55:26 time: 0.6156 data_time: 0.1204 memory: 16132 grad_norm: 0.8463 loss: 3.3706 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.3706 2023/07/20 00:53:06 - mmengine - INFO - Epoch(train) [2][7720/9365] lr: 3.9432e-01 eta: 1 day, 11:55:09 time: 0.6031 data_time: 0.0991 memory: 16132 grad_norm: 0.8387 loss: 3.2435 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2435 2023/07/20 00:53:18 - mmengine - INFO - Epoch(train) [2][7740/9365] lr: 3.9431e-01 eta: 1 day, 11:54:47 time: 0.5845 data_time: 0.0785 memory: 16132 grad_norm: 0.8362 loss: 3.5153 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5153 2023/07/20 00:53:30 - mmengine - INFO - Epoch(train) [2][7760/9365] lr: 3.9430e-01 eta: 1 day, 11:54:30 time: 0.6032 data_time: 0.0972 memory: 16132 grad_norm: 0.8494 loss: 3.2824 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.2824 2023/07/20 00:53:42 - mmengine - INFO - Epoch(train) [2][7780/9365] lr: 3.9429e-01 eta: 1 day, 11:54:15 time: 0.6119 data_time: 0.1022 memory: 16132 grad_norm: 0.8578 loss: 3.3401 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.3401 2023/07/20 00:53:54 - mmengine - INFO - Epoch(train) [2][7800/9365] lr: 3.9427e-01 eta: 1 day, 11:54:01 time: 0.6190 data_time: 0.0832 memory: 16132 grad_norm: 0.8321 loss: 3.2786 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.2786 2023/07/20 00:54:06 - mmengine - INFO - Epoch(train) [2][7820/9365] lr: 3.9426e-01 eta: 1 day, 11:53:41 time: 0.5911 data_time: 0.0824 memory: 16132 grad_norm: 0.8317 loss: 3.2280 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2280 2023/07/20 00:54:19 - mmengine - INFO - Epoch(train) [2][7840/9365] lr: 3.9425e-01 eta: 1 day, 11:53:28 time: 0.6176 data_time: 0.0834 memory: 16132 grad_norm: 0.8456 loss: 3.2872 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2872 2023/07/20 00:54:31 - mmengine - INFO - Epoch(train) [2][7860/9365] lr: 3.9423e-01 eta: 1 day, 11:53:09 time: 0.5963 data_time: 0.0841 memory: 16132 grad_norm: 0.8539 loss: 3.3207 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.3207 2023/07/20 00:54:43 - mmengine - INFO - Epoch(train) [2][7880/9365] lr: 3.9422e-01 eta: 1 day, 11:52:50 time: 0.5949 data_time: 0.0885 memory: 16132 grad_norm: 0.8425 loss: 3.1767 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1767 2023/07/20 00:54:55 - mmengine - INFO - Epoch(train) [2][7900/9365] lr: 3.9421e-01 eta: 1 day, 11:52:38 time: 0.6241 data_time: 0.1110 memory: 16132 grad_norm: 0.8635 loss: 3.2393 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.2393 2023/07/20 00:55:07 - mmengine - INFO - Epoch(train) [2][7920/9365] lr: 3.9419e-01 eta: 1 day, 11:52:23 time: 0.6123 data_time: 0.0993 memory: 16132 grad_norm: 0.8425 loss: 3.1408 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 3.1408 2023/07/20 00:55:19 - mmengine - INFO - Epoch(train) [2][7940/9365] lr: 3.9418e-01 eta: 1 day, 11:52:06 time: 0.6040 data_time: 0.0923 memory: 16132 grad_norm: 0.8583 loss: 3.3080 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.3080 2023/07/20 00:55:32 - mmengine - INFO - Epoch(train) [2][7960/9365] lr: 3.9417e-01 eta: 1 day, 11:51:55 time: 0.6270 data_time: 0.1035 memory: 16132 grad_norm: 0.8594 loss: 3.2548 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.2548 2023/07/20 00:55:44 - mmengine - INFO - Epoch(train) [2][7980/9365] lr: 3.9415e-01 eta: 1 day, 11:51:39 time: 0.6084 data_time: 0.1115 memory: 16132 grad_norm: 0.8575 loss: 3.4330 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.4330 2023/07/20 00:55:56 - mmengine - INFO - Epoch(train) [2][8000/9365] lr: 3.9414e-01 eta: 1 day, 11:51:21 time: 0.5989 data_time: 0.0947 memory: 16132 grad_norm: 0.8373 loss: 3.4320 top1_acc: 0.2812 top5_acc: 0.3750 loss_cls: 3.4320 2023/07/20 00:56:08 - mmengine - INFO - Epoch(train) [2][8020/9365] lr: 3.9412e-01 eta: 1 day, 11:51:07 time: 0.6178 data_time: 0.0881 memory: 16132 grad_norm: 0.8381 loss: 3.4616 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.4616 2023/07/20 00:56:20 - mmengine - INFO - Epoch(train) [2][8040/9365] lr: 3.9411e-01 eta: 1 day, 11:50:48 time: 0.5921 data_time: 0.0845 memory: 16132 grad_norm: 0.8487 loss: 3.3392 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.3392 2023/07/20 00:56:33 - mmengine - INFO - Epoch(train) [2][8060/9365] lr: 3.9410e-01 eta: 1 day, 11:50:37 time: 0.6284 data_time: 0.1218 memory: 16132 grad_norm: 0.8415 loss: 3.3527 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.3527 2023/07/20 00:56:45 - mmengine - INFO - Epoch(train) [2][8080/9365] lr: 3.9408e-01 eta: 1 day, 11:50:21 time: 0.6108 data_time: 0.1163 memory: 16132 grad_norm: 0.8392 loss: 3.2201 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.2201 2023/07/20 00:56:57 - mmengine - INFO - Epoch(train) [2][8100/9365] lr: 3.9407e-01 eta: 1 day, 11:50:04 time: 0.6024 data_time: 0.0818 memory: 16132 grad_norm: 0.8346 loss: 3.3565 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3565 2023/07/20 00:57:09 - mmengine - INFO - Epoch(train) [2][8120/9365] lr: 3.9406e-01 eta: 1 day, 11:49:51 time: 0.6174 data_time: 0.0974 memory: 16132 grad_norm: 0.8573 loss: 3.2731 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.2731 2023/07/20 00:57:22 - mmengine - INFO - Epoch(train) [2][8140/9365] lr: 3.9404e-01 eta: 1 day, 11:49:45 time: 0.6518 data_time: 0.0864 memory: 16132 grad_norm: 0.8367 loss: 3.3222 top1_acc: 0.0938 top5_acc: 0.2812 loss_cls: 3.3222 2023/07/20 00:57:35 - mmengine - INFO - Epoch(train) [2][8160/9365] lr: 3.9403e-01 eta: 1 day, 11:49:30 time: 0.6102 data_time: 0.0881 memory: 16132 grad_norm: 0.8618 loss: 3.3015 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.3015 2023/07/20 00:57:47 - mmengine - INFO - Epoch(train) [2][8180/9365] lr: 3.9402e-01 eta: 1 day, 11:49:13 time: 0.6019 data_time: 0.1049 memory: 16132 grad_norm: 0.8370 loss: 3.3314 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.3314 2023/07/20 00:57:59 - mmengine - INFO - Epoch(train) [2][8200/9365] lr: 3.9400e-01 eta: 1 day, 11:48:58 time: 0.6150 data_time: 0.0863 memory: 16132 grad_norm: 0.8435 loss: 3.5156 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.5156 2023/07/20 00:58:11 - mmengine - INFO - Epoch(train) [2][8220/9365] lr: 3.9399e-01 eta: 1 day, 11:48:45 time: 0.6183 data_time: 0.1181 memory: 16132 grad_norm: 0.8545 loss: 3.2423 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.2423 2023/07/20 00:58:24 - mmengine - INFO - Epoch(train) [2][8240/9365] lr: 3.9398e-01 eta: 1 day, 11:48:30 time: 0.6131 data_time: 0.1019 memory: 16132 grad_norm: 0.8618 loss: 3.2486 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.2486 2023/07/20 00:58:37 - mmengine - INFO - Epoch(train) [2][8260/9365] lr: 3.9396e-01 eta: 1 day, 11:48:25 time: 0.6516 data_time: 0.0843 memory: 16132 grad_norm: 0.8587 loss: 3.3390 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.3390 2023/07/20 00:58:49 - mmengine - INFO - Epoch(train) [2][8280/9365] lr: 3.9395e-01 eta: 1 day, 11:48:07 time: 0.6006 data_time: 0.0848 memory: 16132 grad_norm: 0.8293 loss: 3.1918 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1918 2023/07/20 00:59:00 - mmengine - INFO - Epoch(train) [2][8300/9365] lr: 3.9393e-01 eta: 1 day, 11:47:47 time: 0.5900 data_time: 0.0870 memory: 16132 grad_norm: 0.8388 loss: 3.4297 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.4297 2023/07/20 00:59:13 - mmengine - INFO - Epoch(train) [2][8320/9365] lr: 3.9392e-01 eta: 1 day, 11:47:34 time: 0.6196 data_time: 0.1059 memory: 16132 grad_norm: 0.8477 loss: 3.3349 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.3349 2023/07/20 00:59:25 - mmengine - INFO - Epoch(train) [2][8340/9365] lr: 3.9391e-01 eta: 1 day, 11:47:20 time: 0.6135 data_time: 0.0852 memory: 16132 grad_norm: 0.8508 loss: 3.3959 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.3959 2023/07/20 00:59:37 - mmengine - INFO - Epoch(train) [2][8360/9365] lr: 3.9389e-01 eta: 1 day, 11:47:02 time: 0.5984 data_time: 0.0939 memory: 16132 grad_norm: 0.8455 loss: 3.2834 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.2834 2023/07/20 00:59:49 - mmengine - INFO - Epoch(train) [2][8380/9365] lr: 3.9388e-01 eta: 1 day, 11:46:48 time: 0.6151 data_time: 0.1077 memory: 16132 grad_norm: 0.8603 loss: 3.3116 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.3116 2023/07/20 01:00:01 - mmengine - INFO - Epoch(train) [2][8400/9365] lr: 3.9387e-01 eta: 1 day, 11:46:30 time: 0.6019 data_time: 0.0854 memory: 16132 grad_norm: 0.8361 loss: 3.2889 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.2889 2023/07/20 01:00:14 - mmengine - INFO - Epoch(train) [2][8420/9365] lr: 3.9385e-01 eta: 1 day, 11:46:18 time: 0.6226 data_time: 0.0961 memory: 16132 grad_norm: 0.8222 loss: 3.2886 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.2886 2023/07/20 01:00:26 - mmengine - INFO - Epoch(train) [2][8440/9365] lr: 3.9384e-01 eta: 1 day, 11:46:04 time: 0.6139 data_time: 0.0893 memory: 16132 grad_norm: 0.8841 loss: 3.3231 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.3231 2023/07/20 01:00:38 - mmengine - INFO - Epoch(train) [2][8460/9365] lr: 3.9383e-01 eta: 1 day, 11:45:47 time: 0.6044 data_time: 0.0819 memory: 16132 grad_norm: 0.8331 loss: 3.2876 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.2876 2023/07/20 01:00:50 - mmengine - INFO - Epoch(train) [2][8480/9365] lr: 3.9381e-01 eta: 1 day, 11:45:30 time: 0.6025 data_time: 0.0888 memory: 16132 grad_norm: 0.8468 loss: 3.2050 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2050 2023/07/20 01:01:03 - mmengine - INFO - Epoch(train) [2][8500/9365] lr: 3.9380e-01 eta: 1 day, 11:45:17 time: 0.6205 data_time: 0.0790 memory: 16132 grad_norm: 0.8397 loss: 3.4067 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.4067 2023/07/20 01:01:15 - mmengine - INFO - Epoch(train) [2][8520/9365] lr: 3.9378e-01 eta: 1 day, 11:45:00 time: 0.6031 data_time: 0.0971 memory: 16132 grad_norm: 0.8444 loss: 3.3205 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.3205 2023/07/20 01:01:27 - mmengine - INFO - Epoch(train) [2][8540/9365] lr: 3.9377e-01 eta: 1 day, 11:44:49 time: 0.6262 data_time: 0.0860 memory: 16132 grad_norm: 0.8796 loss: 3.2876 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.2876 2023/07/20 01:01:40 - mmengine - INFO - Epoch(train) [2][8560/9365] lr: 3.9376e-01 eta: 1 day, 11:44:38 time: 0.6307 data_time: 0.0973 memory: 16132 grad_norm: 0.8490 loss: 3.2559 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.2559 2023/07/20 01:01:52 - mmengine - INFO - Epoch(train) [2][8580/9365] lr: 3.9374e-01 eta: 1 day, 11:44:25 time: 0.6171 data_time: 0.0894 memory: 16132 grad_norm: 0.8228 loss: 3.4029 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.4029 2023/07/20 01:02:05 - mmengine - INFO - Epoch(train) [2][8600/9365] lr: 3.9373e-01 eta: 1 day, 11:44:11 time: 0.6147 data_time: 0.0983 memory: 16132 grad_norm: 0.8719 loss: 3.3552 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.3552 2023/07/20 01:02:17 - mmengine - INFO - Epoch(train) [2][8620/9365] lr: 3.9371e-01 eta: 1 day, 11:44:00 time: 0.6309 data_time: 0.1060 memory: 16132 grad_norm: 0.8438 loss: 3.1429 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.1429 2023/07/20 01:02:26 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 01:02:29 - mmengine - INFO - Epoch(train) [2][8640/9365] lr: 3.9370e-01 eta: 1 day, 11:43:43 time: 0.6027 data_time: 0.1047 memory: 16132 grad_norm: 0.8367 loss: 3.2087 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.2087 2023/07/20 01:02:42 - mmengine - INFO - Epoch(train) [2][8660/9365] lr: 3.9369e-01 eta: 1 day, 11:43:31 time: 0.6239 data_time: 0.0834 memory: 16132 grad_norm: 0.8328 loss: 3.3002 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.3002 2023/07/20 01:02:54 - mmengine - INFO - Epoch(train) [2][8680/9365] lr: 3.9367e-01 eta: 1 day, 11:43:22 time: 0.6344 data_time: 0.0820 memory: 16132 grad_norm: 0.8543 loss: 3.2902 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.2902 2023/07/20 01:03:06 - mmengine - INFO - Epoch(train) [2][8700/9365] lr: 3.9366e-01 eta: 1 day, 11:43:05 time: 0.6032 data_time: 0.0888 memory: 16132 grad_norm: 0.8351 loss: 3.3389 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.3389 2023/07/20 01:03:19 - mmengine - INFO - Epoch(train) [2][8720/9365] lr: 3.9364e-01 eta: 1 day, 11:42:50 time: 0.6128 data_time: 0.1288 memory: 16132 grad_norm: 0.8754 loss: 3.3453 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.3453 2023/07/20 01:03:32 - mmengine - INFO - Epoch(train) [2][8740/9365] lr: 3.9363e-01 eta: 1 day, 11:42:45 time: 0.6508 data_time: 0.0950 memory: 16132 grad_norm: 0.8491 loss: 3.1497 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1497 2023/07/20 01:03:44 - mmengine - INFO - Epoch(train) [2][8760/9365] lr: 3.9362e-01 eta: 1 day, 11:42:31 time: 0.6174 data_time: 0.0902 memory: 16132 grad_norm: 0.8353 loss: 3.3566 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.3566 2023/07/20 01:03:57 - mmengine - INFO - Epoch(train) [2][8780/9365] lr: 3.9360e-01 eta: 1 day, 11:42:26 time: 0.6527 data_time: 0.1043 memory: 16132 grad_norm: 0.8351 loss: 3.3443 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.3443 2023/07/20 01:04:09 - mmengine - INFO - Epoch(train) [2][8800/9365] lr: 3.9359e-01 eta: 1 day, 11:42:11 time: 0.6120 data_time: 0.1203 memory: 16132 grad_norm: 0.8381 loss: 3.2603 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.2603 2023/07/20 01:04:21 - mmengine - INFO - Epoch(train) [2][8820/9365] lr: 3.9357e-01 eta: 1 day, 11:41:54 time: 0.6016 data_time: 0.1071 memory: 16132 grad_norm: 0.8685 loss: 3.4482 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.4482 2023/07/20 01:04:33 - mmengine - INFO - Epoch(train) [2][8840/9365] lr: 3.9356e-01 eta: 1 day, 11:41:36 time: 0.5981 data_time: 0.1224 memory: 16132 grad_norm: 0.8396 loss: 3.4036 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4036 2023/07/20 01:04:46 - mmengine - INFO - Epoch(train) [2][8860/9365] lr: 3.9355e-01 eta: 1 day, 11:41:29 time: 0.6468 data_time: 0.0977 memory: 16132 grad_norm: 0.8141 loss: 3.2320 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2320 2023/07/20 01:04:59 - mmengine - INFO - Epoch(train) [2][8880/9365] lr: 3.9353e-01 eta: 1 day, 11:41:24 time: 0.6551 data_time: 0.1192 memory: 16132 grad_norm: 0.8630 loss: 3.3506 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.3506 2023/07/20 01:05:11 - mmengine - INFO - Epoch(train) [2][8900/9365] lr: 3.9352e-01 eta: 1 day, 11:41:04 time: 0.5893 data_time: 0.1002 memory: 16132 grad_norm: 0.8684 loss: 3.3874 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.3874 2023/07/20 01:05:23 - mmengine - INFO - Epoch(train) [2][8920/9365] lr: 3.9350e-01 eta: 1 day, 11:40:48 time: 0.6082 data_time: 0.1079 memory: 16132 grad_norm: 0.8257 loss: 3.3550 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3550 2023/07/20 01:05:36 - mmengine - INFO - Epoch(train) [2][8940/9365] lr: 3.9349e-01 eta: 1 day, 11:40:34 time: 0.6115 data_time: 0.0899 memory: 16132 grad_norm: 0.8607 loss: 3.2786 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.2786 2023/07/20 01:05:48 - mmengine - INFO - Epoch(train) [2][8960/9365] lr: 3.9348e-01 eta: 1 day, 11:40:24 time: 0.6356 data_time: 0.0857 memory: 16132 grad_norm: 0.8547 loss: 3.1331 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.1331 2023/07/20 01:06:00 - mmengine - INFO - Epoch(train) [2][8980/9365] lr: 3.9346e-01 eta: 1 day, 11:40:02 time: 0.5799 data_time: 0.0979 memory: 16132 grad_norm: 0.8565 loss: 3.3119 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.3119 2023/07/20 01:06:13 - mmengine - INFO - Epoch(train) [2][9000/9365] lr: 3.9345e-01 eta: 1 day, 11:39:51 time: 0.6280 data_time: 0.1146 memory: 16132 grad_norm: 0.8307 loss: 3.1463 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1463 2023/07/20 01:06:24 - mmengine - INFO - Epoch(train) [2][9020/9365] lr: 3.9343e-01 eta: 1 day, 11:39:33 time: 0.5957 data_time: 0.0875 memory: 16132 grad_norm: 0.8562 loss: 3.2921 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.2921 2023/07/20 01:06:37 - mmengine - INFO - Epoch(train) [2][9040/9365] lr: 3.9342e-01 eta: 1 day, 11:39:19 time: 0.6142 data_time: 0.0939 memory: 16132 grad_norm: 0.8409 loss: 3.2307 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2307 2023/07/20 01:06:49 - mmengine - INFO - Epoch(train) [2][9060/9365] lr: 3.9340e-01 eta: 1 day, 11:39:00 time: 0.5937 data_time: 0.0926 memory: 16132 grad_norm: 0.8536 loss: 3.2979 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.2979 2023/07/20 01:07:01 - mmengine - INFO - Epoch(train) [2][9080/9365] lr: 3.9339e-01 eta: 1 day, 11:38:47 time: 0.6191 data_time: 0.1072 memory: 16132 grad_norm: 0.8255 loss: 3.3263 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.3263 2023/07/20 01:07:14 - mmengine - INFO - Epoch(train) [2][9100/9365] lr: 3.9338e-01 eta: 1 day, 11:38:35 time: 0.6259 data_time: 0.0825 memory: 16132 grad_norm: 0.8701 loss: 3.2058 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2058 2023/07/20 01:07:26 - mmengine - INFO - Epoch(train) [2][9120/9365] lr: 3.9336e-01 eta: 1 day, 11:38:23 time: 0.6214 data_time: 0.1048 memory: 16132 grad_norm: 0.8461 loss: 3.1949 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.1949 2023/07/20 01:07:38 - mmengine - INFO - Epoch(train) [2][9140/9365] lr: 3.9335e-01 eta: 1 day, 11:38:07 time: 0.6059 data_time: 0.1261 memory: 16132 grad_norm: 0.8376 loss: 3.2315 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.2315 2023/07/20 01:07:51 - mmengine - INFO - Epoch(train) [2][9160/9365] lr: 3.9333e-01 eta: 1 day, 11:37:59 time: 0.6417 data_time: 0.1151 memory: 16132 grad_norm: 0.8568 loss: 3.3380 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.3380 2023/07/20 01:08:04 - mmengine - INFO - Epoch(train) [2][9180/9365] lr: 3.9332e-01 eta: 1 day, 11:37:54 time: 0.6575 data_time: 0.1276 memory: 16132 grad_norm: 0.8415 loss: 3.2786 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2786 2023/07/20 01:08:17 - mmengine - INFO - Epoch(train) [2][9200/9365] lr: 3.9330e-01 eta: 1 day, 11:37:49 time: 0.6547 data_time: 0.0984 memory: 16132 grad_norm: 0.8320 loss: 3.3927 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3927 2023/07/20 01:08:31 - mmengine - INFO - Epoch(train) [2][9220/9365] lr: 3.9329e-01 eta: 1 day, 11:37:53 time: 0.6950 data_time: 0.0852 memory: 16132 grad_norm: 0.8433 loss: 3.4119 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.4119 2023/07/20 01:08:44 - mmengine - INFO - Epoch(train) [2][9240/9365] lr: 3.9328e-01 eta: 1 day, 11:37:47 time: 0.6541 data_time: 0.0910 memory: 16132 grad_norm: 0.8569 loss: 3.3035 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.3035 2023/07/20 01:08:58 - mmengine - INFO - Epoch(train) [2][9260/9365] lr: 3.9326e-01 eta: 1 day, 11:37:47 time: 0.6758 data_time: 0.1431 memory: 16132 grad_norm: 0.8552 loss: 3.3468 top1_acc: 0.2188 top5_acc: 0.3438 loss_cls: 3.3468 2023/07/20 01:09:12 - mmengine - INFO - Epoch(train) [2][9280/9365] lr: 3.9325e-01 eta: 1 day, 11:37:53 time: 0.7061 data_time: 0.1463 memory: 16132 grad_norm: 0.8485 loss: 3.3190 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.3190 2023/07/20 01:09:25 - mmengine - INFO - Epoch(train) [2][9300/9365] lr: 3.9323e-01 eta: 1 day, 11:37:54 time: 0.6851 data_time: 0.1153 memory: 16132 grad_norm: 0.8820 loss: 3.4347 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.4347 2023/07/20 01:09:38 - mmengine - INFO - Epoch(train) [2][9320/9365] lr: 3.9322e-01 eta: 1 day, 11:37:44 time: 0.6329 data_time: 0.1015 memory: 16132 grad_norm: 0.8356 loss: 3.3546 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.3546 2023/07/20 01:09:51 - mmengine - INFO - Epoch(train) [2][9340/9365] lr: 3.9320e-01 eta: 1 day, 11:37:37 time: 0.6452 data_time: 0.1315 memory: 16132 grad_norm: 0.8363 loss: 3.2668 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.2668 2023/07/20 01:10:07 - mmengine - INFO - Epoch(train) [2][9360/9365] lr: 3.9319e-01 eta: 1 day, 11:38:07 time: 0.8192 data_time: 0.1698 memory: 16132 grad_norm: 0.8603 loss: 3.2756 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.2756 2023/07/20 01:10:10 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 01:10:10 - mmengine - INFO - Epoch(train) [2][9365/9365] lr: 3.9319e-01 eta: 1 day, 11:37:59 time: 0.7918 data_time: 0.1714 memory: 16132 grad_norm: 0.8713 loss: 3.3710 top1_acc: 0.2917 top5_acc: 0.5833 loss_cls: 3.3710 2023/07/20 01:10:10 - mmengine - INFO - Saving checkpoint at 2 epochs 2023/07/20 01:10:30 - mmengine - INFO - Epoch(val) [2][20/78] eta: 0:00:54 time: 0.9362 data_time: 0.5730 memory: 3721 2023/07/20 01:10:46 - mmengine - INFO - Epoch(val) [2][40/78] eta: 0:00:32 time: 0.7926 data_time: 0.3370 memory: 3721 2023/07/20 01:10:58 - mmengine - INFO - Epoch(val) [2][60/78] eta: 0:00:13 time: 0.6038 data_time: 0.1844 memory: 3721 2023/07/20 01:11:10 - mmengine - INFO - Epoch(val) [2][78/78] acc/top1: 0.0682 acc/top5: 0.1766 acc/mean1: 0.0682 data_time: 0.3109 time: 0.6884 2023/07/20 01:11:31 - mmengine - INFO - Epoch(train) [3][ 20/9365] lr: 3.9317e-01 eta: 1 day, 11:39:27 time: 1.0799 data_time: 0.4625 memory: 16132 grad_norm: 0.8503 loss: 3.4023 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.4023 2023/07/20 01:11:44 - mmengine - INFO - Epoch(train) [3][ 40/9365] lr: 3.9316e-01 eta: 1 day, 11:39:14 time: 0.6200 data_time: 0.0947 memory: 16132 grad_norm: 0.8455 loss: 3.3483 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.3483 2023/07/20 01:11:57 - mmengine - INFO - Epoch(train) [3][ 60/9365] lr: 3.9314e-01 eta: 1 day, 11:39:07 time: 0.6492 data_time: 0.0926 memory: 16132 grad_norm: 0.8550 loss: 3.2699 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.2699 2023/07/20 01:12:10 - mmengine - INFO - Epoch(train) [3][ 80/9365] lr: 3.9313e-01 eta: 1 day, 11:39:05 time: 0.6708 data_time: 0.0991 memory: 16132 grad_norm: 0.8441 loss: 3.1926 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1926 2023/07/20 01:12:23 - mmengine - INFO - Epoch(train) [3][ 100/9365] lr: 3.9311e-01 eta: 1 day, 11:38:59 time: 0.6545 data_time: 0.0939 memory: 16132 grad_norm: 0.8550 loss: 3.3850 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.3850 2023/07/20 01:12:37 - mmengine - INFO - Epoch(train) [3][ 120/9365] lr: 3.9310e-01 eta: 1 day, 11:39:03 time: 0.6968 data_time: 0.0948 memory: 16132 grad_norm: 0.8367 loss: 3.1985 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1985 2023/07/20 01:12:51 - mmengine - INFO - Epoch(train) [3][ 140/9365] lr: 3.9308e-01 eta: 1 day, 11:39:01 time: 0.6693 data_time: 0.0997 memory: 16132 grad_norm: 0.8742 loss: 3.2444 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2444 2023/07/20 01:13:05 - mmengine - INFO - Epoch(train) [3][ 160/9365] lr: 3.9307e-01 eta: 1 day, 11:39:05 time: 0.7001 data_time: 0.0948 memory: 16132 grad_norm: 0.8623 loss: 3.2493 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.2493 2023/07/20 01:13:17 - mmengine - INFO - Epoch(train) [3][ 180/9365] lr: 3.9306e-01 eta: 1 day, 11:38:55 time: 0.6378 data_time: 0.0881 memory: 16132 grad_norm: 0.8370 loss: 3.3181 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.3181 2023/07/20 01:13:31 - mmengine - INFO - Epoch(train) [3][ 200/9365] lr: 3.9304e-01 eta: 1 day, 11:38:53 time: 0.6704 data_time: 0.1334 memory: 16132 grad_norm: 0.8528 loss: 3.2347 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.2347 2023/07/20 01:13:44 - mmengine - INFO - Epoch(train) [3][ 220/9365] lr: 3.9303e-01 eta: 1 day, 11:38:54 time: 0.6829 data_time: 0.1065 memory: 16132 grad_norm: 0.8649 loss: 3.3572 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.3572 2023/07/20 01:14:00 - mmengine - INFO - Epoch(train) [3][ 240/9365] lr: 3.9301e-01 eta: 1 day, 11:39:15 time: 0.7813 data_time: 0.1686 memory: 16132 grad_norm: 0.8705 loss: 3.1675 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.1675 2023/07/20 01:14:16 - mmengine - INFO - Epoch(train) [3][ 260/9365] lr: 3.9300e-01 eta: 1 day, 11:39:39 time: 0.7901 data_time: 0.1512 memory: 16132 grad_norm: 0.8522 loss: 3.2130 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2130 2023/07/20 01:14:25 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 01:14:35 - mmengine - INFO - Epoch(train) [3][ 280/9365] lr: 3.9298e-01 eta: 1 day, 11:40:34 time: 0.9365 data_time: 0.0857 memory: 16132 grad_norm: 0.8613 loss: 3.3339 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.3339 2023/07/20 01:14:54 - mmengine - INFO - Epoch(train) [3][ 300/9365] lr: 3.9297e-01 eta: 1 day, 11:41:36 time: 0.9702 data_time: 0.1003 memory: 16132 grad_norm: 0.8434 loss: 3.3233 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.3233 2023/07/20 01:15:14 - mmengine - INFO - Epoch(train) [3][ 320/9365] lr: 3.9295e-01 eta: 1 day, 11:42:40 time: 0.9779 data_time: 0.1038 memory: 16132 grad_norm: 0.8578 loss: 3.3668 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.3668 2023/07/20 01:15:33 - mmengine - INFO - Epoch(train) [3][ 340/9365] lr: 3.9294e-01 eta: 1 day, 11:43:47 time: 0.9902 data_time: 0.1102 memory: 16132 grad_norm: 0.8518 loss: 3.3773 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.3773 2023/07/20 01:15:53 - mmengine - INFO - Epoch(train) [3][ 360/9365] lr: 3.9292e-01 eta: 1 day, 11:44:51 time: 0.9813 data_time: 0.1096 memory: 16132 grad_norm: 0.8876 loss: 3.3588 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.3588 2023/07/20 01:16:13 - mmengine - INFO - Epoch(train) [3][ 380/9365] lr: 3.9291e-01 eta: 1 day, 11:45:57 time: 0.9906 data_time: 0.1147 memory: 16132 grad_norm: 0.8540 loss: 3.2970 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2970 2023/07/20 01:16:33 - mmengine - INFO - Epoch(train) [3][ 400/9365] lr: 3.9289e-01 eta: 1 day, 11:47:02 time: 0.9876 data_time: 0.1182 memory: 16132 grad_norm: 0.8635 loss: 3.4186 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.4186 2023/07/20 01:16:52 - mmengine - INFO - Epoch(train) [3][ 420/9365] lr: 3.9288e-01 eta: 1 day, 11:48:08 time: 0.9901 data_time: 0.1150 memory: 16132 grad_norm: 0.8472 loss: 3.3086 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.3086 2023/07/20 01:17:12 - mmengine - INFO - Epoch(train) [3][ 440/9365] lr: 3.9286e-01 eta: 1 day, 11:49:12 time: 0.9878 data_time: 0.1100 memory: 16132 grad_norm: 0.8592 loss: 3.3385 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.3385 2023/07/20 01:17:32 - mmengine - INFO - Epoch(train) [3][ 460/9365] lr: 3.9285e-01 eta: 1 day, 11:50:15 time: 0.9784 data_time: 0.1082 memory: 16132 grad_norm: 0.8530 loss: 3.3197 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.3197 2023/07/20 01:17:51 - mmengine - INFO - Epoch(train) [3][ 480/9365] lr: 3.9283e-01 eta: 1 day, 11:51:20 time: 0.9880 data_time: 0.1177 memory: 16132 grad_norm: 0.8405 loss: 3.3539 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.3539 2023/07/20 01:18:11 - mmengine - INFO - Epoch(train) [3][ 500/9365] lr: 3.9282e-01 eta: 1 day, 11:52:22 time: 0.9773 data_time: 0.1067 memory: 16132 grad_norm: 0.8494 loss: 3.2974 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.2974 2023/07/20 01:18:31 - mmengine - INFO - Epoch(train) [3][ 520/9365] lr: 3.9280e-01 eta: 1 day, 11:53:25 time: 0.9823 data_time: 0.1105 memory: 16132 grad_norm: 0.8454 loss: 3.2889 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.2889 2023/07/20 01:18:50 - mmengine - INFO - Epoch(train) [3][ 540/9365] lr: 3.9279e-01 eta: 1 day, 11:54:29 time: 0.9872 data_time: 0.1032 memory: 16132 grad_norm: 0.8536 loss: 3.3487 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3487 2023/07/20 01:19:10 - mmengine - INFO - Epoch(train) [3][ 560/9365] lr: 3.9277e-01 eta: 1 day, 11:55:31 time: 0.9828 data_time: 0.1070 memory: 16132 grad_norm: 0.8570 loss: 3.1297 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.1297 2023/07/20 01:19:30 - mmengine - INFO - Epoch(train) [3][ 580/9365] lr: 3.9276e-01 eta: 1 day, 11:56:32 time: 0.9754 data_time: 0.1010 memory: 16132 grad_norm: 0.8501 loss: 3.3867 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.3867 2023/07/20 01:19:49 - mmengine - INFO - Epoch(train) [3][ 600/9365] lr: 3.9275e-01 eta: 1 day, 11:57:33 time: 0.9720 data_time: 0.0946 memory: 16132 grad_norm: 0.8574 loss: 3.1715 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.1715 2023/07/20 01:20:09 - mmengine - INFO - Epoch(train) [3][ 620/9365] lr: 3.9273e-01 eta: 1 day, 11:58:34 time: 0.9792 data_time: 0.1046 memory: 16132 grad_norm: 0.8601 loss: 3.3488 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.3488 2023/07/20 01:20:28 - mmengine - INFO - Epoch(train) [3][ 640/9365] lr: 3.9272e-01 eta: 1 day, 11:59:36 time: 0.9822 data_time: 0.0993 memory: 16132 grad_norm: 0.8601 loss: 3.3002 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.3002 2023/07/20 01:20:48 - mmengine - INFO - Epoch(train) [3][ 660/9365] lr: 3.9270e-01 eta: 1 day, 12:00:37 time: 0.9783 data_time: 0.0986 memory: 16132 grad_norm: 0.8526 loss: 3.2874 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 3.2874 2023/07/20 01:21:07 - mmengine - INFO - Epoch(train) [3][ 680/9365] lr: 3.9269e-01 eta: 1 day, 12:01:38 time: 0.9803 data_time: 0.1075 memory: 16132 grad_norm: 0.8496 loss: 3.3574 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.3574 2023/07/20 01:21:27 - mmengine - INFO - Epoch(train) [3][ 700/9365] lr: 3.9267e-01 eta: 1 day, 12:02:40 time: 0.9822 data_time: 0.1009 memory: 16132 grad_norm: 0.8492 loss: 3.3831 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.3831 2023/07/20 01:21:47 - mmengine - INFO - Epoch(train) [3][ 720/9365] lr: 3.9266e-01 eta: 1 day, 12:03:39 time: 0.9744 data_time: 0.1046 memory: 16132 grad_norm: 0.8499 loss: 3.2189 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.2189 2023/07/20 01:22:06 - mmengine - INFO - Epoch(train) [3][ 740/9365] lr: 3.9264e-01 eta: 1 day, 12:04:39 time: 0.9764 data_time: 0.1004 memory: 16132 grad_norm: 0.8606 loss: 3.2640 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.2640 2023/07/20 01:22:25 - mmengine - INFO - Epoch(train) [3][ 760/9365] lr: 3.9263e-01 eta: 1 day, 12:05:38 time: 0.9715 data_time: 0.1038 memory: 16132 grad_norm: 0.8491 loss: 3.1974 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.1974 2023/07/20 01:22:45 - mmengine - INFO - Epoch(train) [3][ 780/9365] lr: 3.9261e-01 eta: 1 day, 12:06:37 time: 0.9719 data_time: 0.0989 memory: 16132 grad_norm: 0.8745 loss: 3.3107 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.3107 2023/07/20 01:23:05 - mmengine - INFO - Epoch(train) [3][ 800/9365] lr: 3.9260e-01 eta: 1 day, 12:07:37 time: 0.9824 data_time: 0.1023 memory: 16132 grad_norm: 0.8460 loss: 3.3420 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.3420 2023/07/20 01:23:24 - mmengine - INFO - Epoch(train) [3][ 820/9365] lr: 3.9258e-01 eta: 1 day, 12:08:38 time: 0.9811 data_time: 0.1076 memory: 16132 grad_norm: 0.8576 loss: 3.2118 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.2118 2023/07/20 01:23:44 - mmengine - INFO - Epoch(train) [3][ 840/9365] lr: 3.9256e-01 eta: 1 day, 12:09:37 time: 0.9793 data_time: 0.1041 memory: 16132 grad_norm: 0.8565 loss: 3.2860 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2860 2023/07/20 01:24:04 - mmengine - INFO - Epoch(train) [3][ 860/9365] lr: 3.9255e-01 eta: 1 day, 12:10:38 time: 0.9861 data_time: 0.1015 memory: 16132 grad_norm: 0.8587 loss: 3.4178 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.4178 2023/07/20 01:24:23 - mmengine - INFO - Epoch(train) [3][ 880/9365] lr: 3.9253e-01 eta: 1 day, 12:11:36 time: 0.9708 data_time: 0.0995 memory: 16132 grad_norm: 0.8600 loss: 3.2436 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.2436 2023/07/20 01:24:42 - mmengine - INFO - Epoch(train) [3][ 900/9365] lr: 3.9252e-01 eta: 1 day, 12:12:34 time: 0.9743 data_time: 0.1023 memory: 16132 grad_norm: 0.8745 loss: 3.1906 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1906 2023/07/20 01:25:02 - mmengine - INFO - Epoch(train) [3][ 920/9365] lr: 3.9250e-01 eta: 1 day, 12:13:33 time: 0.9767 data_time: 0.1044 memory: 16132 grad_norm: 0.8491 loss: 3.2845 top1_acc: 0.0938 top5_acc: 0.5938 loss_cls: 3.2845 2023/07/20 01:25:22 - mmengine - INFO - Epoch(train) [3][ 940/9365] lr: 3.9249e-01 eta: 1 day, 12:14:32 time: 0.9799 data_time: 0.1041 memory: 16132 grad_norm: 0.8502 loss: 3.2634 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.2634 2023/07/20 01:25:41 - mmengine - INFO - Epoch(train) [3][ 960/9365] lr: 3.9247e-01 eta: 1 day, 12:15:30 time: 0.9758 data_time: 0.1020 memory: 16132 grad_norm: 0.8467 loss: 3.2545 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 3.2545 2023/07/20 01:26:01 - mmengine - INFO - Epoch(train) [3][ 980/9365] lr: 3.9246e-01 eta: 1 day, 12:16:31 time: 0.9919 data_time: 0.1166 memory: 16132 grad_norm: 0.8503 loss: 3.4122 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.4122 2023/07/20 01:26:21 - mmengine - INFO - Epoch(train) [3][1000/9365] lr: 3.9244e-01 eta: 1 day, 12:17:31 time: 0.9866 data_time: 0.1021 memory: 16132 grad_norm: 0.8696 loss: 3.2361 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2361 2023/07/20 01:26:40 - mmengine - INFO - Epoch(train) [3][1020/9365] lr: 3.9243e-01 eta: 1 day, 12:18:30 time: 0.9833 data_time: 0.1080 memory: 16132 grad_norm: 0.8451 loss: 3.2400 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.2400 2023/07/20 01:27:00 - mmengine - INFO - Epoch(train) [3][1040/9365] lr: 3.9241e-01 eta: 1 day, 12:19:28 time: 0.9785 data_time: 0.1035 memory: 16132 grad_norm: 0.8676 loss: 3.3403 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.3403 2023/07/20 01:27:19 - mmengine - INFO - Epoch(train) [3][1060/9365] lr: 3.9240e-01 eta: 1 day, 12:20:25 time: 0.9733 data_time: 0.1013 memory: 16132 grad_norm: 0.8540 loss: 3.2933 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.2933 2023/07/20 01:27:39 - mmengine - INFO - Epoch(train) [3][1080/9365] lr: 3.9238e-01 eta: 1 day, 12:21:22 time: 0.9791 data_time: 0.1019 memory: 16132 grad_norm: 0.8455 loss: 3.3528 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.3528 2023/07/20 01:27:59 - mmengine - INFO - Epoch(train) [3][1100/9365] lr: 3.9237e-01 eta: 1 day, 12:22:21 time: 0.9823 data_time: 0.1027 memory: 16132 grad_norm: 0.8664 loss: 3.2802 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2802 2023/07/20 01:28:18 - mmengine - INFO - Epoch(train) [3][1120/9365] lr: 3.9235e-01 eta: 1 day, 12:23:19 time: 0.9833 data_time: 0.0998 memory: 16132 grad_norm: 0.8521 loss: 3.4260 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.4260 2023/07/20 01:28:38 - mmengine - INFO - Epoch(train) [3][1140/9365] lr: 3.9234e-01 eta: 1 day, 12:24:15 time: 0.9730 data_time: 0.1021 memory: 16132 grad_norm: 0.8640 loss: 3.2494 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2494 2023/07/20 01:28:57 - mmengine - INFO - Epoch(train) [3][1160/9365] lr: 3.9232e-01 eta: 1 day, 12:25:12 time: 0.9786 data_time: 0.1048 memory: 16132 grad_norm: 0.8499 loss: 3.3230 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.3230 2023/07/20 01:29:17 - mmengine - INFO - Epoch(train) [3][1180/9365] lr: 3.9231e-01 eta: 1 day, 12:26:09 time: 0.9801 data_time: 0.0990 memory: 16132 grad_norm: 0.8617 loss: 3.2757 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.2757 2023/07/20 01:29:36 - mmengine - INFO - Epoch(train) [3][1200/9365] lr: 3.9229e-01 eta: 1 day, 12:27:05 time: 0.9752 data_time: 0.1014 memory: 16132 grad_norm: 0.8595 loss: 3.3985 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.3985 2023/07/20 01:29:56 - mmengine - INFO - Epoch(train) [3][1220/9365] lr: 3.9228e-01 eta: 1 day, 12:28:01 time: 0.9736 data_time: 0.1019 memory: 16132 grad_norm: 0.8485 loss: 3.2157 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.2157 2023/07/20 01:30:15 - mmengine - INFO - Epoch(train) [3][1240/9365] lr: 3.9226e-01 eta: 1 day, 12:28:56 time: 0.9742 data_time: 0.1017 memory: 16132 grad_norm: 0.8663 loss: 3.3813 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.3813 2023/07/20 01:30:35 - mmengine - INFO - Epoch(train) [3][1260/9365] lr: 3.9224e-01 eta: 1 day, 12:29:53 time: 0.9821 data_time: 0.1001 memory: 16132 grad_norm: 0.8468 loss: 3.3170 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 3.3170 2023/07/20 01:30:45 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 01:30:54 - mmengine - INFO - Epoch(train) [3][1280/9365] lr: 3.9223e-01 eta: 1 day, 12:30:48 time: 0.9707 data_time: 0.0969 memory: 16132 grad_norm: 0.8592 loss: 3.3594 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3594 2023/07/20 01:31:14 - mmengine - INFO - Epoch(train) [3][1300/9365] lr: 3.9221e-01 eta: 1 day, 12:31:43 time: 0.9734 data_time: 0.0957 memory: 16132 grad_norm: 0.8441 loss: 3.2539 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2539 2023/07/20 01:31:33 - mmengine - INFO - Epoch(train) [3][1320/9365] lr: 3.9220e-01 eta: 1 day, 12:32:39 time: 0.9812 data_time: 0.0964 memory: 16132 grad_norm: 0.8651 loss: 3.2166 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.2166 2023/07/20 01:31:53 - mmengine - INFO - Epoch(train) [3][1340/9365] lr: 3.9218e-01 eta: 1 day, 12:33:33 time: 0.9714 data_time: 0.0930 memory: 16132 grad_norm: 0.8655 loss: 3.3890 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.3890 2023/07/20 01:32:13 - mmengine - INFO - Epoch(train) [3][1360/9365] lr: 3.9217e-01 eta: 1 day, 12:34:31 time: 0.9872 data_time: 0.0961 memory: 16132 grad_norm: 0.8492 loss: 3.3281 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 3.3281 2023/07/20 01:32:32 - mmengine - INFO - Epoch(train) [3][1380/9365] lr: 3.9215e-01 eta: 1 day, 12:35:25 time: 0.9730 data_time: 0.0930 memory: 16132 grad_norm: 0.8692 loss: 3.1899 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1899 2023/07/20 01:32:51 - mmengine - INFO - Epoch(train) [3][1400/9365] lr: 3.9214e-01 eta: 1 day, 12:36:18 time: 0.9675 data_time: 0.0891 memory: 16132 grad_norm: 0.8431 loss: 3.2753 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.2753 2023/07/20 01:33:11 - mmengine - INFO - Epoch(train) [3][1420/9365] lr: 3.9212e-01 eta: 1 day, 12:37:13 time: 0.9790 data_time: 0.0995 memory: 16132 grad_norm: 0.8773 loss: 3.1185 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.1185 2023/07/20 01:33:31 - mmengine - INFO - Epoch(train) [3][1440/9365] lr: 3.9210e-01 eta: 1 day, 12:38:07 time: 0.9766 data_time: 0.0960 memory: 16132 grad_norm: 0.8503 loss: 3.2683 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2683 2023/07/20 01:33:50 - mmengine - INFO - Epoch(train) [3][1460/9365] lr: 3.9209e-01 eta: 1 day, 12:39:03 time: 0.9813 data_time: 0.1011 memory: 16132 grad_norm: 0.8571 loss: 3.3576 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.3576 2023/07/20 01:34:10 - mmengine - INFO - Epoch(train) [3][1480/9365] lr: 3.9207e-01 eta: 1 day, 12:39:55 time: 0.9685 data_time: 0.0888 memory: 16132 grad_norm: 0.8536 loss: 3.4042 top1_acc: 0.1562 top5_acc: 0.6250 loss_cls: 3.4042 2023/07/20 01:34:29 - mmengine - INFO - Epoch(train) [3][1500/9365] lr: 3.9206e-01 eta: 1 day, 12:40:50 time: 0.9817 data_time: 0.0885 memory: 16132 grad_norm: 0.8467 loss: 3.2517 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.2517 2023/07/20 01:34:49 - mmengine - INFO - Epoch(train) [3][1520/9365] lr: 3.9204e-01 eta: 1 day, 12:41:43 time: 0.9699 data_time: 0.0929 memory: 16132 grad_norm: 0.8536 loss: 3.2926 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2926 2023/07/20 01:35:08 - mmengine - INFO - Epoch(train) [3][1540/9365] lr: 3.9203e-01 eta: 1 day, 12:42:36 time: 0.9723 data_time: 0.0883 memory: 16132 grad_norm: 0.8669 loss: 3.3496 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.3496 2023/07/20 01:35:28 - mmengine - INFO - Epoch(train) [3][1560/9365] lr: 3.9201e-01 eta: 1 day, 12:43:31 time: 0.9815 data_time: 0.1027 memory: 16132 grad_norm: 0.8604 loss: 3.3002 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.3002 2023/07/20 01:35:47 - mmengine - INFO - Epoch(train) [3][1580/9365] lr: 3.9200e-01 eta: 1 day, 12:44:25 time: 0.9805 data_time: 0.0977 memory: 16132 grad_norm: 0.8538 loss: 3.1605 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.1605 2023/07/20 01:36:07 - mmengine - INFO - Epoch(train) [3][1600/9365] lr: 3.9198e-01 eta: 1 day, 12:45:18 time: 0.9733 data_time: 0.0912 memory: 16132 grad_norm: 0.8434 loss: 3.0826 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.0826 2023/07/20 01:36:26 - mmengine - INFO - Epoch(train) [3][1620/9365] lr: 3.9196e-01 eta: 1 day, 12:46:11 time: 0.9754 data_time: 0.0931 memory: 16132 grad_norm: 0.8682 loss: 3.3727 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.3727 2023/07/20 01:36:46 - mmengine - INFO - Epoch(train) [3][1640/9365] lr: 3.9195e-01 eta: 1 day, 12:47:02 time: 0.9703 data_time: 0.0917 memory: 16132 grad_norm: 0.8742 loss: 3.2371 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.2371 2023/07/20 01:37:05 - mmengine - INFO - Epoch(train) [3][1660/9365] lr: 3.9193e-01 eta: 1 day, 12:47:56 time: 0.9778 data_time: 0.0953 memory: 16132 grad_norm: 0.8698 loss: 3.3359 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.3359 2023/07/20 01:37:25 - mmengine - INFO - Epoch(train) [3][1680/9365] lr: 3.9192e-01 eta: 1 day, 12:48:50 time: 0.9831 data_time: 0.0953 memory: 16132 grad_norm: 0.8372 loss: 3.2776 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2776 2023/07/20 01:37:44 - mmengine - INFO - Epoch(train) [3][1700/9365] lr: 3.9190e-01 eta: 1 day, 12:49:42 time: 0.9753 data_time: 0.0967 memory: 16132 grad_norm: 0.8578 loss: 3.3668 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.3668 2023/07/20 01:38:04 - mmengine - INFO - Epoch(train) [3][1720/9365] lr: 3.9189e-01 eta: 1 day, 12:50:33 time: 0.9688 data_time: 0.0923 memory: 16132 grad_norm: 0.8472 loss: 3.3151 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.3151 2023/07/20 01:38:23 - mmengine - INFO - Epoch(train) [3][1740/9365] lr: 3.9187e-01 eta: 1 day, 12:51:25 time: 0.9767 data_time: 0.0958 memory: 16132 grad_norm: 0.8570 loss: 3.3821 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.3821 2023/07/20 01:38:43 - mmengine - INFO - Epoch(train) [3][1760/9365] lr: 3.9185e-01 eta: 1 day, 12:52:20 time: 0.9890 data_time: 0.1001 memory: 16132 grad_norm: 0.8499 loss: 3.2462 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.2462 2023/07/20 01:39:03 - mmengine - INFO - Epoch(train) [3][1780/9365] lr: 3.9184e-01 eta: 1 day, 12:53:12 time: 0.9756 data_time: 0.0948 memory: 16132 grad_norm: 0.8751 loss: 3.2669 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.2669 2023/07/20 01:39:22 - mmengine - INFO - Epoch(train) [3][1800/9365] lr: 3.9182e-01 eta: 1 day, 12:54:05 time: 0.9815 data_time: 0.0943 memory: 16132 grad_norm: 0.8706 loss: 3.3700 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.3700 2023/07/20 01:39:42 - mmengine - INFO - Epoch(train) [3][1820/9365] lr: 3.9181e-01 eta: 1 day, 12:54:56 time: 0.9713 data_time: 0.0888 memory: 16132 grad_norm: 0.8546 loss: 3.2621 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.2621 2023/07/20 01:40:01 - mmengine - INFO - Epoch(train) [3][1840/9365] lr: 3.9179e-01 eta: 1 day, 12:55:47 time: 0.9755 data_time: 0.0896 memory: 16132 grad_norm: 0.8472 loss: 3.4166 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.4166 2023/07/20 01:40:21 - mmengine - INFO - Epoch(train) [3][1860/9365] lr: 3.9178e-01 eta: 1 day, 12:56:38 time: 0.9727 data_time: 0.0968 memory: 16132 grad_norm: 0.8550 loss: 3.3591 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.3591 2023/07/20 01:40:40 - mmengine - INFO - Epoch(train) [3][1880/9365] lr: 3.9176e-01 eta: 1 day, 12:57:30 time: 0.9820 data_time: 0.0981 memory: 16132 grad_norm: 0.8552 loss: 3.2829 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2829 2023/07/20 01:41:00 - mmengine - INFO - Epoch(train) [3][1900/9365] lr: 3.9174e-01 eta: 1 day, 12:58:21 time: 0.9723 data_time: 0.0908 memory: 16132 grad_norm: 0.8446 loss: 3.2580 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.2580 2023/07/20 01:41:19 - mmengine - INFO - Epoch(train) [3][1920/9365] lr: 3.9173e-01 eta: 1 day, 12:59:12 time: 0.9775 data_time: 0.0993 memory: 16132 grad_norm: 0.8722 loss: 3.2680 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2680 2023/07/20 01:41:39 - mmengine - INFO - Epoch(train) [3][1940/9365] lr: 3.9171e-01 eta: 1 day, 13:00:05 time: 0.9852 data_time: 0.0944 memory: 16132 grad_norm: 0.8709 loss: 3.3709 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.3709 2023/07/20 01:41:59 - mmengine - INFO - Epoch(train) [3][1960/9365] lr: 3.9170e-01 eta: 1 day, 13:00:56 time: 0.9796 data_time: 0.0926 memory: 16132 grad_norm: 0.8664 loss: 3.2981 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.2981 2023/07/20 01:42:18 - mmengine - INFO - Epoch(train) [3][1980/9365] lr: 3.9168e-01 eta: 1 day, 13:01:46 time: 0.9737 data_time: 0.0902 memory: 16132 grad_norm: 0.8496 loss: 3.2463 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2463 2023/07/20 01:42:38 - mmengine - INFO - Epoch(train) [3][2000/9365] lr: 3.9166e-01 eta: 1 day, 13:02:36 time: 0.9741 data_time: 0.0887 memory: 16132 grad_norm: 0.8728 loss: 3.1687 top1_acc: 0.0938 top5_acc: 0.4062 loss_cls: 3.1687 2023/07/20 01:42:57 - mmengine - INFO - Epoch(train) [3][2020/9365] lr: 3.9165e-01 eta: 1 day, 13:03:25 time: 0.9666 data_time: 0.0904 memory: 16132 grad_norm: 0.8685 loss: 3.2931 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.2931 2023/07/20 01:43:16 - mmengine - INFO - Epoch(train) [3][2040/9365] lr: 3.9163e-01 eta: 1 day, 13:04:15 time: 0.9761 data_time: 0.0936 memory: 16132 grad_norm: 0.8294 loss: 3.2961 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.2961 2023/07/20 01:43:36 - mmengine - INFO - Epoch(train) [3][2060/9365] lr: 3.9162e-01 eta: 1 day, 13:05:06 time: 0.9813 data_time: 0.0990 memory: 16132 grad_norm: 0.8485 loss: 3.1739 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1739 2023/07/20 01:43:56 - mmengine - INFO - Epoch(train) [3][2080/9365] lr: 3.9160e-01 eta: 1 day, 13:05:57 time: 0.9815 data_time: 0.0989 memory: 16132 grad_norm: 0.8641 loss: 3.3067 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.3067 2023/07/20 01:44:15 - mmengine - INFO - Epoch(train) [3][2100/9365] lr: 3.9158e-01 eta: 1 day, 13:06:46 time: 0.9708 data_time: 0.0820 memory: 16132 grad_norm: 0.8601 loss: 3.3838 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.3838 2023/07/20 01:44:35 - mmengine - INFO - Epoch(train) [3][2120/9365] lr: 3.9157e-01 eta: 1 day, 13:07:37 time: 0.9834 data_time: 0.0934 memory: 16132 grad_norm: 0.8569 loss: 3.2476 top1_acc: 0.2812 top5_acc: 0.3750 loss_cls: 3.2476 2023/07/20 01:44:54 - mmengine - INFO - Epoch(train) [3][2140/9365] lr: 3.9155e-01 eta: 1 day, 13:08:27 time: 0.9774 data_time: 0.0951 memory: 16132 grad_norm: 0.8549 loss: 3.3372 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.3372 2023/07/20 01:45:14 - mmengine - INFO - Epoch(train) [3][2160/9365] lr: 3.9154e-01 eta: 1 day, 13:09:16 time: 0.9735 data_time: 0.0970 memory: 16132 grad_norm: 0.8633 loss: 3.1829 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1829 2023/07/20 01:45:33 - mmengine - INFO - Epoch(train) [3][2180/9365] lr: 3.9152e-01 eta: 1 day, 13:10:05 time: 0.9763 data_time: 0.0830 memory: 16132 grad_norm: 0.8661 loss: 3.3023 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.3023 2023/07/20 01:45:53 - mmengine - INFO - Epoch(train) [3][2200/9365] lr: 3.9150e-01 eta: 1 day, 13:10:53 time: 0.9702 data_time: 0.0940 memory: 16132 grad_norm: 0.8540 loss: 3.4419 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.4419 2023/07/20 01:46:12 - mmengine - INFO - Epoch(train) [3][2220/9365] lr: 3.9149e-01 eta: 1 day, 13:11:43 time: 0.9825 data_time: 0.0962 memory: 16132 grad_norm: 0.8431 loss: 3.4946 top1_acc: 0.0938 top5_acc: 0.4688 loss_cls: 3.4946 2023/07/20 01:46:32 - mmengine - INFO - Epoch(train) [3][2240/9365] lr: 3.9147e-01 eta: 1 day, 13:12:32 time: 0.9754 data_time: 0.0917 memory: 16132 grad_norm: 0.8663 loss: 3.3468 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.3468 2023/07/20 01:46:51 - mmengine - INFO - Epoch(train) [3][2260/9365] lr: 3.9145e-01 eta: 1 day, 13:13:21 time: 0.9785 data_time: 0.0900 memory: 16132 grad_norm: 0.8477 loss: 3.2974 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.2974 2023/07/20 01:47:01 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 01:47:11 - mmengine - INFO - Epoch(train) [3][2280/9365] lr: 3.9144e-01 eta: 1 day, 13:14:08 time: 0.9672 data_time: 0.0896 memory: 16132 grad_norm: 0.8685 loss: 3.2291 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.2291 2023/07/20 01:47:30 - mmengine - INFO - Epoch(train) [3][2300/9365] lr: 3.9142e-01 eta: 1 day, 13:14:56 time: 0.9711 data_time: 0.0912 memory: 16132 grad_norm: 0.8630 loss: 3.3230 top1_acc: 0.0625 top5_acc: 0.3750 loss_cls: 3.3230 2023/07/20 01:47:50 - mmengine - INFO - Epoch(train) [3][2320/9365] lr: 3.9141e-01 eta: 1 day, 13:15:45 time: 0.9790 data_time: 0.0982 memory: 16132 grad_norm: 0.8626 loss: 3.3040 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.3040 2023/07/20 01:48:09 - mmengine - INFO - Epoch(train) [3][2340/9365] lr: 3.9139e-01 eta: 1 day, 13:16:33 time: 0.9760 data_time: 0.0934 memory: 16132 grad_norm: 0.8499 loss: 3.3879 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.3879 2023/07/20 01:48:29 - mmengine - INFO - Epoch(train) [3][2360/9365] lr: 3.9137e-01 eta: 1 day, 13:17:21 time: 0.9761 data_time: 0.0962 memory: 16132 grad_norm: 0.8319 loss: 3.1935 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1935 2023/07/20 01:48:48 - mmengine - INFO - Epoch(train) [3][2380/9365] lr: 3.9136e-01 eta: 1 day, 13:18:10 time: 0.9804 data_time: 0.0983 memory: 16132 grad_norm: 0.8546 loss: 3.2866 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 3.2866 2023/07/20 01:49:08 - mmengine - INFO - Epoch(train) [3][2400/9365] lr: 3.9134e-01 eta: 1 day, 13:18:57 time: 0.9729 data_time: 0.0947 memory: 16132 grad_norm: 0.8763 loss: 3.3589 top1_acc: 0.0938 top5_acc: 0.2812 loss_cls: 3.3589 2023/07/20 01:49:28 - mmengine - INFO - Epoch(train) [3][2420/9365] lr: 3.9132e-01 eta: 1 day, 13:19:46 time: 0.9849 data_time: 0.1067 memory: 16132 grad_norm: 0.8843 loss: 3.2360 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.2360 2023/07/20 01:49:47 - mmengine - INFO - Epoch(train) [3][2440/9365] lr: 3.9131e-01 eta: 1 day, 13:20:34 time: 0.9752 data_time: 0.0996 memory: 16132 grad_norm: 0.8584 loss: 3.2680 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.2680 2023/07/20 01:50:07 - mmengine - INFO - Epoch(train) [3][2460/9365] lr: 3.9129e-01 eta: 1 day, 13:21:21 time: 0.9755 data_time: 0.0972 memory: 16132 grad_norm: 0.8522 loss: 3.2572 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.2572 2023/07/20 01:50:26 - mmengine - INFO - Epoch(train) [3][2480/9365] lr: 3.9128e-01 eta: 1 day, 13:22:10 time: 0.9817 data_time: 0.0999 memory: 16132 grad_norm: 0.8753 loss: 3.1703 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1703 2023/07/20 01:50:46 - mmengine - INFO - Epoch(train) [3][2500/9365] lr: 3.9126e-01 eta: 1 day, 13:22:57 time: 0.9777 data_time: 0.0943 memory: 16132 grad_norm: 0.8583 loss: 3.3807 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 3.3807 2023/07/20 01:51:05 - mmengine - INFO - Epoch(train) [3][2520/9365] lr: 3.9124e-01 eta: 1 day, 13:23:45 time: 0.9801 data_time: 0.1000 memory: 16132 grad_norm: 0.8444 loss: 3.2177 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2177 2023/07/20 01:51:25 - mmengine - INFO - Epoch(train) [3][2540/9365] lr: 3.9123e-01 eta: 1 day, 13:24:33 time: 0.9819 data_time: 0.0892 memory: 16132 grad_norm: 0.8593 loss: 3.3034 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.3034 2023/07/20 01:51:45 - mmengine - INFO - Epoch(train) [3][2560/9365] lr: 3.9121e-01 eta: 1 day, 13:25:20 time: 0.9789 data_time: 0.0939 memory: 16132 grad_norm: 0.8726 loss: 3.2862 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2862 2023/07/20 01:52:04 - mmengine - INFO - Epoch(train) [3][2580/9365] lr: 3.9119e-01 eta: 1 day, 13:26:08 time: 0.9834 data_time: 0.0961 memory: 16132 grad_norm: 0.8465 loss: 3.2264 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.2264 2023/07/20 01:52:24 - mmengine - INFO - Epoch(train) [3][2600/9365] lr: 3.9118e-01 eta: 1 day, 13:26:55 time: 0.9783 data_time: 0.0979 memory: 16132 grad_norm: 0.8688 loss: 3.4142 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.4142 2023/07/20 01:52:44 - mmengine - INFO - Epoch(train) [3][2620/9365] lr: 3.9116e-01 eta: 1 day, 13:27:44 time: 0.9873 data_time: 0.0953 memory: 16132 grad_norm: 0.8377 loss: 3.1656 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 3.1656 2023/07/20 01:53:03 - mmengine - INFO - Epoch(train) [3][2640/9365] lr: 3.9114e-01 eta: 1 day, 13:28:30 time: 0.9740 data_time: 0.0910 memory: 16132 grad_norm: 0.8581 loss: 3.1911 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1911 2023/07/20 01:53:23 - mmengine - INFO - Epoch(train) [3][2660/9365] lr: 3.9113e-01 eta: 1 day, 13:29:16 time: 0.9738 data_time: 0.0954 memory: 16132 grad_norm: 0.8515 loss: 3.2207 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2207 2023/07/20 01:53:42 - mmengine - INFO - Epoch(train) [3][2680/9365] lr: 3.9111e-01 eta: 1 day, 13:30:04 time: 0.9867 data_time: 0.1036 memory: 16132 grad_norm: 0.8630 loss: 3.3111 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.3111 2023/07/20 01:54:02 - mmengine - INFO - Epoch(train) [3][2700/9365] lr: 3.9110e-01 eta: 1 day, 13:30:51 time: 0.9816 data_time: 0.0983 memory: 16132 grad_norm: 0.8575 loss: 3.2664 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2664 2023/07/20 01:54:21 - mmengine - INFO - Epoch(train) [3][2720/9365] lr: 3.9108e-01 eta: 1 day, 13:31:36 time: 0.9751 data_time: 0.0941 memory: 16132 grad_norm: 0.8668 loss: 3.3136 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.3136 2023/07/20 01:54:41 - mmengine - INFO - Epoch(train) [3][2740/9365] lr: 3.9106e-01 eta: 1 day, 13:32:22 time: 0.9766 data_time: 0.1000 memory: 16132 grad_norm: 0.8655 loss: 3.2541 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.2541 2023/07/20 01:55:01 - mmengine - INFO - Epoch(train) [3][2760/9365] lr: 3.9105e-01 eta: 1 day, 13:33:08 time: 0.9755 data_time: 0.0953 memory: 16132 grad_norm: 0.8407 loss: 3.2812 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2812 2023/07/20 01:55:20 - mmengine - INFO - Epoch(train) [3][2780/9365] lr: 3.9103e-01 eta: 1 day, 13:33:53 time: 0.9761 data_time: 0.0957 memory: 16132 grad_norm: 0.8595 loss: 3.2694 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2694 2023/07/20 01:55:40 - mmengine - INFO - Epoch(train) [3][2800/9365] lr: 3.9101e-01 eta: 1 day, 13:34:38 time: 0.9728 data_time: 0.0937 memory: 16132 grad_norm: 0.8758 loss: 3.2987 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.2987 2023/07/20 01:55:59 - mmengine - INFO - Epoch(train) [3][2820/9365] lr: 3.9100e-01 eta: 1 day, 13:35:23 time: 0.9751 data_time: 0.0967 memory: 16132 grad_norm: 0.8423 loss: 3.3161 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.3161 2023/07/20 01:56:19 - mmengine - INFO - Epoch(train) [3][2840/9365] lr: 3.9098e-01 eta: 1 day, 13:36:09 time: 0.9793 data_time: 0.0903 memory: 16132 grad_norm: 0.8382 loss: 3.1926 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.1926 2023/07/20 01:56:38 - mmengine - INFO - Epoch(train) [3][2860/9365] lr: 3.9096e-01 eta: 1 day, 13:36:53 time: 0.9745 data_time: 0.1008 memory: 16132 grad_norm: 0.8842 loss: 3.2568 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2568 2023/07/20 01:56:58 - mmengine - INFO - Epoch(train) [3][2880/9365] lr: 3.9095e-01 eta: 1 day, 13:37:38 time: 0.9726 data_time: 0.1010 memory: 16132 grad_norm: 0.8428 loss: 3.3069 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.3069 2023/07/20 01:57:17 - mmengine - INFO - Epoch(train) [3][2900/9365] lr: 3.9093e-01 eta: 1 day, 13:38:21 time: 0.9709 data_time: 0.0958 memory: 16132 grad_norm: 0.8543 loss: 3.1528 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1528 2023/07/20 01:57:36 - mmengine - INFO - Epoch(train) [3][2920/9365] lr: 3.9091e-01 eta: 1 day, 13:39:06 time: 0.9740 data_time: 0.0965 memory: 16132 grad_norm: 0.8600 loss: 3.4369 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.4369 2023/07/20 01:57:56 - mmengine - INFO - Epoch(train) [3][2940/9365] lr: 3.9090e-01 eta: 1 day, 13:39:50 time: 0.9740 data_time: 0.0961 memory: 16132 grad_norm: 0.8550 loss: 3.2255 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.2255 2023/07/20 01:58:15 - mmengine - INFO - Epoch(train) [3][2960/9365] lr: 3.9088e-01 eta: 1 day, 13:40:35 time: 0.9776 data_time: 0.0969 memory: 16132 grad_norm: 0.8787 loss: 3.4103 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.4103 2023/07/20 01:58:35 - mmengine - INFO - Epoch(train) [3][2980/9365] lr: 3.9086e-01 eta: 1 day, 13:41:18 time: 0.9702 data_time: 0.0930 memory: 16132 grad_norm: 0.8427 loss: 3.2212 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.2212 2023/07/20 01:58:54 - mmengine - INFO - Epoch(train) [3][3000/9365] lr: 3.9085e-01 eta: 1 day, 13:42:01 time: 0.9740 data_time: 0.0922 memory: 16132 grad_norm: 0.8844 loss: 3.3360 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.3360 2023/07/20 01:59:14 - mmengine - INFO - Epoch(train) [3][3020/9365] lr: 3.9083e-01 eta: 1 day, 13:42:45 time: 0.9730 data_time: 0.0943 memory: 16132 grad_norm: 0.8555 loss: 3.4116 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.4116 2023/07/20 01:59:33 - mmengine - INFO - Epoch(train) [3][3040/9365] lr: 3.9081e-01 eta: 1 day, 13:43:30 time: 0.9810 data_time: 0.0998 memory: 16132 grad_norm: 0.8678 loss: 3.1808 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1808 2023/07/20 01:59:53 - mmengine - INFO - Epoch(train) [3][3060/9365] lr: 3.9080e-01 eta: 1 day, 13:44:15 time: 0.9820 data_time: 0.0970 memory: 16132 grad_norm: 0.8604 loss: 3.2135 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2135 2023/07/20 02:00:13 - mmengine - INFO - Epoch(train) [3][3080/9365] lr: 3.9078e-01 eta: 1 day, 13:45:00 time: 0.9824 data_time: 0.0956 memory: 16132 grad_norm: 0.8644 loss: 3.0747 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0747 2023/07/20 02:00:32 - mmengine - INFO - Epoch(train) [3][3100/9365] lr: 3.9076e-01 eta: 1 day, 13:45:43 time: 0.9731 data_time: 0.0926 memory: 16132 grad_norm: 0.8581 loss: 3.1953 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1953 2023/07/20 02:00:52 - mmengine - INFO - Epoch(train) [3][3120/9365] lr: 3.9075e-01 eta: 1 day, 13:46:26 time: 0.9744 data_time: 0.0962 memory: 16132 grad_norm: 0.8664 loss: 3.3239 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.3239 2023/07/20 02:01:11 - mmengine - INFO - Epoch(train) [3][3140/9365] lr: 3.9073e-01 eta: 1 day, 13:47:09 time: 0.9755 data_time: 0.1000 memory: 16132 grad_norm: 0.8649 loss: 3.2630 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.2630 2023/07/20 02:01:31 - mmengine - INFO - Epoch(train) [3][3160/9365] lr: 3.9071e-01 eta: 1 day, 13:47:52 time: 0.9772 data_time: 0.0942 memory: 16132 grad_norm: 0.8619 loss: 3.2429 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2429 2023/07/20 02:01:50 - mmengine - INFO - Epoch(train) [3][3180/9365] lr: 3.9070e-01 eta: 1 day, 13:48:37 time: 0.9829 data_time: 0.1021 memory: 16132 grad_norm: 0.8703 loss: 3.2430 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.2430 2023/07/20 02:02:10 - mmengine - INFO - Epoch(train) [3][3200/9365] lr: 3.9068e-01 eta: 1 day, 13:49:20 time: 0.9745 data_time: 0.0954 memory: 16132 grad_norm: 0.8776 loss: 3.4169 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4169 2023/07/20 02:02:29 - mmengine - INFO - Epoch(train) [3][3220/9365] lr: 3.9066e-01 eta: 1 day, 13:50:03 time: 0.9775 data_time: 0.1005 memory: 16132 grad_norm: 0.8330 loss: 3.2197 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 3.2197 2023/07/20 02:02:49 - mmengine - INFO - Epoch(train) [3][3240/9365] lr: 3.9064e-01 eta: 1 day, 13:50:44 time: 0.9702 data_time: 0.0948 memory: 16132 grad_norm: 0.8601 loss: 3.2227 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2227 2023/07/20 02:03:08 - mmengine - INFO - Epoch(train) [3][3260/9365] lr: 3.9063e-01 eta: 1 day, 13:51:28 time: 0.9808 data_time: 0.1006 memory: 16132 grad_norm: 0.8586 loss: 3.3536 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.3536 2023/07/20 02:03:18 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 02:03:28 - mmengine - INFO - Epoch(train) [3][3280/9365] lr: 3.9061e-01 eta: 1 day, 13:52:10 time: 0.9726 data_time: 0.0931 memory: 16132 grad_norm: 0.8650 loss: 3.3743 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3743 2023/07/20 02:03:47 - mmengine - INFO - Epoch(train) [3][3300/9365] lr: 3.9059e-01 eta: 1 day, 13:52:52 time: 0.9733 data_time: 0.0932 memory: 16132 grad_norm: 0.8646 loss: 3.2422 top1_acc: 0.2188 top5_acc: 0.3438 loss_cls: 3.2422 2023/07/20 02:04:07 - mmengine - INFO - Epoch(train) [3][3320/9365] lr: 3.9058e-01 eta: 1 day, 13:53:35 time: 0.9795 data_time: 0.0897 memory: 16132 grad_norm: 0.8380 loss: 3.2736 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.2736 2023/07/20 02:04:27 - mmengine - INFO - Epoch(train) [3][3340/9365] lr: 3.9056e-01 eta: 1 day, 13:54:17 time: 0.9775 data_time: 0.0993 memory: 16132 grad_norm: 0.8575 loss: 3.3141 top1_acc: 0.1875 top5_acc: 0.3125 loss_cls: 3.3141 2023/07/20 02:04:46 - mmengine - INFO - Epoch(train) [3][3360/9365] lr: 3.9054e-01 eta: 1 day, 13:54:59 time: 0.9726 data_time: 0.0949 memory: 16132 grad_norm: 0.8433 loss: 3.3020 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.3020 2023/07/20 02:05:05 - mmengine - INFO - Epoch(train) [3][3380/9365] lr: 3.9053e-01 eta: 1 day, 13:55:40 time: 0.9723 data_time: 0.0927 memory: 16132 grad_norm: 0.8713 loss: 3.1623 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1623 2023/07/20 02:05:25 - mmengine - INFO - Epoch(train) [3][3400/9365] lr: 3.9051e-01 eta: 1 day, 13:56:22 time: 0.9779 data_time: 0.0973 memory: 16132 grad_norm: 0.8535 loss: 3.3004 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.3004 2023/07/20 02:05:44 - mmengine - INFO - Epoch(train) [3][3420/9365] lr: 3.9049e-01 eta: 1 day, 13:57:03 time: 0.9705 data_time: 0.0873 memory: 16132 grad_norm: 0.8525 loss: 3.4052 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.4052 2023/07/20 02:06:04 - mmengine - INFO - Epoch(train) [3][3440/9365] lr: 3.9047e-01 eta: 1 day, 13:57:43 time: 0.9692 data_time: 0.0878 memory: 16132 grad_norm: 0.8403 loss: 3.3280 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.3280 2023/07/20 02:06:23 - mmengine - INFO - Epoch(train) [3][3460/9365] lr: 3.9046e-01 eta: 1 day, 13:58:25 time: 0.9763 data_time: 0.0939 memory: 16132 grad_norm: 0.8770 loss: 3.1567 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.1567 2023/07/20 02:06:43 - mmengine - INFO - Epoch(train) [3][3480/9365] lr: 3.9044e-01 eta: 1 day, 13:59:07 time: 0.9773 data_time: 0.0981 memory: 16132 grad_norm: 0.8505 loss: 3.1413 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.1413 2023/07/20 02:07:02 - mmengine - INFO - Epoch(train) [3][3500/9365] lr: 3.9042e-01 eta: 1 day, 13:59:47 time: 0.9728 data_time: 0.0927 memory: 16132 grad_norm: 0.8557 loss: 3.2123 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2123 2023/07/20 02:07:22 - mmengine - INFO - Epoch(train) [3][3520/9365] lr: 3.9041e-01 eta: 1 day, 14:00:29 time: 0.9755 data_time: 0.0910 memory: 16132 grad_norm: 0.8553 loss: 3.1371 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 3.1371 2023/07/20 02:07:41 - mmengine - INFO - Epoch(train) [3][3540/9365] lr: 3.9039e-01 eta: 1 day, 14:01:10 time: 0.9782 data_time: 0.0943 memory: 16132 grad_norm: 0.8827 loss: 3.2937 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2937 2023/07/20 02:08:01 - mmengine - INFO - Epoch(train) [3][3560/9365] lr: 3.9037e-01 eta: 1 day, 14:01:53 time: 0.9850 data_time: 0.0939 memory: 16132 grad_norm: 0.8731 loss: 3.3038 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.3038 2023/07/20 02:08:21 - mmengine - INFO - Epoch(train) [3][3580/9365] lr: 3.9036e-01 eta: 1 day, 14:02:33 time: 0.9738 data_time: 0.0992 memory: 16132 grad_norm: 0.8671 loss: 3.3837 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.3837 2023/07/20 02:08:40 - mmengine - INFO - Epoch(train) [3][3600/9365] lr: 3.9034e-01 eta: 1 day, 14:03:14 time: 0.9779 data_time: 0.0981 memory: 16132 grad_norm: 0.8700 loss: 3.2905 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2905 2023/07/20 02:09:00 - mmengine - INFO - Epoch(train) [3][3620/9365] lr: 3.9032e-01 eta: 1 day, 14:03:56 time: 0.9814 data_time: 0.0985 memory: 16132 grad_norm: 0.8684 loss: 3.3489 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.3489 2023/07/20 02:09:19 - mmengine - INFO - Epoch(train) [3][3640/9365] lr: 3.9030e-01 eta: 1 day, 14:04:38 time: 0.9835 data_time: 0.0947 memory: 16132 grad_norm: 0.8344 loss: 3.2904 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2904 2023/07/20 02:09:39 - mmengine - INFO - Epoch(train) [3][3660/9365] lr: 3.9029e-01 eta: 1 day, 14:05:18 time: 0.9728 data_time: 0.0936 memory: 16132 grad_norm: 0.8604 loss: 3.2640 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.2640 2023/07/20 02:09:58 - mmengine - INFO - Epoch(train) [3][3680/9365] lr: 3.9027e-01 eta: 1 day, 14:05:57 time: 0.9699 data_time: 0.0847 memory: 16132 grad_norm: 0.8974 loss: 3.2679 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2679 2023/07/20 02:10:18 - mmengine - INFO - Epoch(train) [3][3700/9365] lr: 3.9025e-01 eta: 1 day, 14:06:37 time: 0.9734 data_time: 0.0907 memory: 16132 grad_norm: 0.8556 loss: 3.3729 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.3729 2023/07/20 02:10:37 - mmengine - INFO - Epoch(train) [3][3720/9365] lr: 3.9023e-01 eta: 1 day, 14:07:16 time: 0.9709 data_time: 0.0909 memory: 16132 grad_norm: 0.8676 loss: 3.2557 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2557 2023/07/20 02:10:57 - mmengine - INFO - Epoch(train) [3][3740/9365] lr: 3.9022e-01 eta: 1 day, 14:07:55 time: 0.9729 data_time: 0.0858 memory: 16132 grad_norm: 0.8669 loss: 3.1476 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1476 2023/07/20 02:11:16 - mmengine - INFO - Epoch(train) [3][3760/9365] lr: 3.9020e-01 eta: 1 day, 14:08:35 time: 0.9720 data_time: 0.0923 memory: 16132 grad_norm: 0.8779 loss: 3.1174 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1174 2023/07/20 02:11:36 - mmengine - INFO - Epoch(train) [3][3780/9365] lr: 3.9018e-01 eta: 1 day, 14:09:15 time: 0.9768 data_time: 0.0927 memory: 16132 grad_norm: 0.8576 loss: 3.1882 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1882 2023/07/20 02:11:55 - mmengine - INFO - Epoch(train) [3][3800/9365] lr: 3.9017e-01 eta: 1 day, 14:09:54 time: 0.9758 data_time: 0.0953 memory: 16132 grad_norm: 0.8559 loss: 3.2744 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2744 2023/07/20 02:12:15 - mmengine - INFO - Epoch(train) [3][3820/9365] lr: 3.9015e-01 eta: 1 day, 14:10:34 time: 0.9779 data_time: 0.1058 memory: 16132 grad_norm: 0.8650 loss: 3.3674 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.3674 2023/07/20 02:12:34 - mmengine - INFO - Epoch(train) [3][3840/9365] lr: 3.9013e-01 eta: 1 day, 14:11:13 time: 0.9744 data_time: 0.0980 memory: 16132 grad_norm: 0.8714 loss: 3.2188 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.2188 2023/07/20 02:12:54 - mmengine - INFO - Epoch(train) [3][3860/9365] lr: 3.9011e-01 eta: 1 day, 14:11:52 time: 0.9735 data_time: 0.0953 memory: 16132 grad_norm: 0.8717 loss: 3.1346 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1346 2023/07/20 02:13:13 - mmengine - INFO - Epoch(train) [3][3880/9365] lr: 3.9010e-01 eta: 1 day, 14:12:32 time: 0.9793 data_time: 0.0939 memory: 16132 grad_norm: 0.8784 loss: 3.3313 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.3313 2023/07/20 02:13:33 - mmengine - INFO - Epoch(train) [3][3900/9365] lr: 3.9008e-01 eta: 1 day, 14:13:12 time: 0.9785 data_time: 0.0978 memory: 16132 grad_norm: 0.8683 loss: 3.3378 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.3378 2023/07/20 02:13:52 - mmengine - INFO - Epoch(train) [3][3920/9365] lr: 3.9006e-01 eta: 1 day, 14:13:51 time: 0.9762 data_time: 0.0923 memory: 16132 grad_norm: 0.8506 loss: 3.1686 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.1686 2023/07/20 02:14:12 - mmengine - INFO - Epoch(train) [3][3940/9365] lr: 3.9004e-01 eta: 1 day, 14:14:29 time: 0.9722 data_time: 0.0934 memory: 16132 grad_norm: 0.8538 loss: 3.1251 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.1251 2023/07/20 02:14:31 - mmengine - INFO - Epoch(train) [3][3960/9365] lr: 3.9003e-01 eta: 1 day, 14:15:08 time: 0.9729 data_time: 0.0951 memory: 16132 grad_norm: 0.8653 loss: 3.1931 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.1931 2023/07/20 02:14:51 - mmengine - INFO - Epoch(train) [3][3980/9365] lr: 3.9001e-01 eta: 1 day, 14:15:47 time: 0.9769 data_time: 0.1013 memory: 16132 grad_norm: 0.8865 loss: 3.4015 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.4015 2023/07/20 02:15:11 - mmengine - INFO - Epoch(train) [3][4000/9365] lr: 3.8999e-01 eta: 1 day, 14:16:27 time: 0.9863 data_time: 0.0993 memory: 16132 grad_norm: 0.8541 loss: 3.4499 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.4499 2023/07/20 02:15:30 - mmengine - INFO - Epoch(train) [3][4020/9365] lr: 3.8997e-01 eta: 1 day, 14:17:06 time: 0.9775 data_time: 0.0949 memory: 16132 grad_norm: 0.8328 loss: 3.2897 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 3.2897 2023/07/20 02:15:50 - mmengine - INFO - Epoch(train) [3][4040/9365] lr: 3.8996e-01 eta: 1 day, 14:17:44 time: 0.9721 data_time: 0.0915 memory: 16132 grad_norm: 0.8821 loss: 3.2521 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2521 2023/07/20 02:16:09 - mmengine - INFO - Epoch(train) [3][4060/9365] lr: 3.8994e-01 eta: 1 day, 14:18:22 time: 0.9750 data_time: 0.1002 memory: 16132 grad_norm: 0.8595 loss: 3.2616 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.2616 2023/07/20 02:16:29 - mmengine - INFO - Epoch(train) [3][4080/9365] lr: 3.8992e-01 eta: 1 day, 14:19:01 time: 0.9798 data_time: 0.1008 memory: 16132 grad_norm: 0.8721 loss: 3.1980 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1980 2023/07/20 02:16:48 - mmengine - INFO - Epoch(train) [3][4100/9365] lr: 3.8990e-01 eta: 1 day, 14:19:39 time: 0.9762 data_time: 0.1006 memory: 16132 grad_norm: 0.8764 loss: 3.2250 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2250 2023/07/20 02:17:08 - mmengine - INFO - Epoch(train) [3][4120/9365] lr: 3.8989e-01 eta: 1 day, 14:20:17 time: 0.9755 data_time: 0.0939 memory: 16132 grad_norm: 0.8653 loss: 3.2256 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.2256 2023/07/20 02:17:27 - mmengine - INFO - Epoch(train) [3][4140/9365] lr: 3.8987e-01 eta: 1 day, 14:20:56 time: 0.9802 data_time: 0.1051 memory: 16132 grad_norm: 0.8645 loss: 3.2121 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.2121 2023/07/20 02:17:47 - mmengine - INFO - Epoch(train) [3][4160/9365] lr: 3.8985e-01 eta: 1 day, 14:21:33 time: 0.9720 data_time: 0.0978 memory: 16132 grad_norm: 0.8776 loss: 3.1958 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1958 2023/07/20 02:18:06 - mmengine - INFO - Epoch(train) [3][4180/9365] lr: 3.8983e-01 eta: 1 day, 14:22:11 time: 0.9793 data_time: 0.1030 memory: 16132 grad_norm: 0.8983 loss: 3.3733 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.3733 2023/07/20 02:18:26 - mmengine - INFO - Epoch(train) [3][4200/9365] lr: 3.8982e-01 eta: 1 day, 14:22:49 time: 0.9781 data_time: 0.1026 memory: 16132 grad_norm: 0.8548 loss: 3.4124 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.4124 2023/07/20 02:18:45 - mmengine - INFO - Epoch(train) [3][4220/9365] lr: 3.8980e-01 eta: 1 day, 14:23:27 time: 0.9766 data_time: 0.0957 memory: 16132 grad_norm: 0.8525 loss: 3.2148 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.2148 2023/07/20 02:19:05 - mmengine - INFO - Epoch(train) [3][4240/9365] lr: 3.8978e-01 eta: 1 day, 14:24:03 time: 0.9661 data_time: 0.0959 memory: 16132 grad_norm: 0.8789 loss: 3.2752 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2752 2023/07/20 02:19:24 - mmengine - INFO - Epoch(train) [3][4260/9365] lr: 3.8976e-01 eta: 1 day, 14:24:41 time: 0.9829 data_time: 0.1067 memory: 16132 grad_norm: 0.8527 loss: 3.1694 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.1694 2023/07/20 02:19:34 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 02:19:44 - mmengine - INFO - Epoch(train) [3][4280/9365] lr: 3.8975e-01 eta: 1 day, 14:25:18 time: 0.9765 data_time: 0.1018 memory: 16132 grad_norm: 0.8555 loss: 3.2153 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2153 2023/07/20 02:20:03 - mmengine - INFO - Epoch(train) [3][4300/9365] lr: 3.8973e-01 eta: 1 day, 14:25:55 time: 0.9715 data_time: 0.0963 memory: 16132 grad_norm: 0.8635 loss: 3.2858 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.2858 2023/07/20 02:20:23 - mmengine - INFO - Epoch(train) [3][4320/9365] lr: 3.8971e-01 eta: 1 day, 14:26:31 time: 0.9706 data_time: 0.0979 memory: 16132 grad_norm: 0.8779 loss: 3.2403 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2403 2023/07/20 02:20:42 - mmengine - INFO - Epoch(train) [3][4340/9365] lr: 3.8969e-01 eta: 1 day, 14:27:07 time: 0.9726 data_time: 0.0947 memory: 16132 grad_norm: 0.8789 loss: 3.2649 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2649 2023/07/20 02:21:02 - mmengine - INFO - Epoch(train) [3][4360/9365] lr: 3.8967e-01 eta: 1 day, 14:27:43 time: 0.9706 data_time: 0.1018 memory: 16132 grad_norm: 0.8468 loss: 3.4009 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4009 2023/07/20 02:21:21 - mmengine - INFO - Epoch(train) [3][4380/9365] lr: 3.8966e-01 eta: 1 day, 14:28:20 time: 0.9744 data_time: 0.0965 memory: 16132 grad_norm: 0.8675 loss: 3.2906 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2906 2023/07/20 02:21:41 - mmengine - INFO - Epoch(train) [3][4400/9365] lr: 3.8964e-01 eta: 1 day, 14:28:55 time: 0.9697 data_time: 0.0928 memory: 16132 grad_norm: 0.8603 loss: 3.3421 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.3421 2023/07/20 02:22:00 - mmengine - INFO - Epoch(train) [3][4420/9365] lr: 3.8962e-01 eta: 1 day, 14:29:31 time: 0.9718 data_time: 0.0941 memory: 16132 grad_norm: 0.8445 loss: 3.2374 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.2374 2023/07/20 02:22:20 - mmengine - INFO - Epoch(train) [3][4440/9365] lr: 3.8960e-01 eta: 1 day, 14:30:08 time: 0.9786 data_time: 0.0975 memory: 16132 grad_norm: 0.8784 loss: 3.2195 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2195 2023/07/20 02:22:39 - mmengine - INFO - Epoch(train) [3][4460/9365] lr: 3.8959e-01 eta: 1 day, 14:30:45 time: 0.9764 data_time: 0.0989 memory: 16132 grad_norm: 0.8748 loss: 3.3335 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.3335 2023/07/20 02:22:59 - mmengine - INFO - Epoch(train) [3][4480/9365] lr: 3.8957e-01 eta: 1 day, 14:31:22 time: 0.9831 data_time: 0.0998 memory: 16132 grad_norm: 0.8959 loss: 3.2510 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.2510 2023/07/20 02:23:18 - mmengine - INFO - Epoch(train) [3][4500/9365] lr: 3.8955e-01 eta: 1 day, 14:31:59 time: 0.9802 data_time: 0.0949 memory: 16132 grad_norm: 0.8536 loss: 3.3681 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.3681 2023/07/20 02:23:38 - mmengine - INFO - Epoch(train) [3][4520/9365] lr: 3.8953e-01 eta: 1 day, 14:32:36 time: 0.9800 data_time: 0.0988 memory: 16132 grad_norm: 0.8471 loss: 3.2959 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.2959 2023/07/20 02:23:57 - mmengine - INFO - Epoch(train) [3][4540/9365] lr: 3.8951e-01 eta: 1 day, 14:33:12 time: 0.9768 data_time: 0.1004 memory: 16132 grad_norm: 0.8621 loss: 3.2592 top1_acc: 0.2812 top5_acc: 0.3750 loss_cls: 3.2592 2023/07/20 02:24:17 - mmengine - INFO - Epoch(train) [3][4560/9365] lr: 3.8950e-01 eta: 1 day, 14:33:49 time: 0.9814 data_time: 0.1036 memory: 16132 grad_norm: 0.8817 loss: 3.3205 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.3205 2023/07/20 02:24:37 - mmengine - INFO - Epoch(train) [3][4580/9365] lr: 3.8948e-01 eta: 1 day, 14:34:25 time: 0.9795 data_time: 0.0969 memory: 16132 grad_norm: 0.8974 loss: 3.1807 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1807 2023/07/20 02:24:56 - mmengine - INFO - Epoch(train) [3][4600/9365] lr: 3.8946e-01 eta: 1 day, 14:35:01 time: 0.9785 data_time: 0.0928 memory: 16132 grad_norm: 0.8613 loss: 3.1951 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.1951 2023/07/20 02:25:16 - mmengine - INFO - Epoch(train) [3][4620/9365] lr: 3.8944e-01 eta: 1 day, 14:35:37 time: 0.9764 data_time: 0.1004 memory: 16132 grad_norm: 0.8625 loss: 3.1685 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.1685 2023/07/20 02:25:35 - mmengine - INFO - Epoch(train) [3][4640/9365] lr: 3.8943e-01 eta: 1 day, 14:36:12 time: 0.9740 data_time: 0.0952 memory: 16132 grad_norm: 0.8743 loss: 3.3302 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.3302 2023/07/20 02:25:55 - mmengine - INFO - Epoch(train) [3][4660/9365] lr: 3.8941e-01 eta: 1 day, 14:36:48 time: 0.9763 data_time: 0.0963 memory: 16132 grad_norm: 0.8725 loss: 3.3188 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.3188 2023/07/20 02:26:14 - mmengine - INFO - Epoch(train) [3][4680/9365] lr: 3.8939e-01 eta: 1 day, 14:37:24 time: 0.9808 data_time: 0.1060 memory: 16132 grad_norm: 0.8576 loss: 3.3031 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.3031 2023/07/20 02:26:34 - mmengine - INFO - Epoch(train) [3][4700/9365] lr: 3.8937e-01 eta: 1 day, 14:37:59 time: 0.9777 data_time: 0.0955 memory: 16132 grad_norm: 0.8713 loss: 3.1104 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.1104 2023/07/20 02:26:54 - mmengine - INFO - Epoch(train) [3][4720/9365] lr: 3.8935e-01 eta: 1 day, 14:38:35 time: 0.9784 data_time: 0.1045 memory: 16132 grad_norm: 0.8637 loss: 3.3331 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.3331 2023/07/20 02:27:13 - mmengine - INFO - Epoch(train) [3][4740/9365] lr: 3.8934e-01 eta: 1 day, 14:39:11 time: 0.9816 data_time: 0.1029 memory: 16132 grad_norm: 0.8715 loss: 3.1474 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1474 2023/07/20 02:27:33 - mmengine - INFO - Epoch(train) [3][4760/9365] lr: 3.8932e-01 eta: 1 day, 14:39:45 time: 0.9723 data_time: 0.0993 memory: 16132 grad_norm: 0.8716 loss: 3.2356 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2356 2023/07/20 02:27:52 - mmengine - INFO - Epoch(train) [3][4780/9365] lr: 3.8930e-01 eta: 1 day, 14:40:21 time: 0.9781 data_time: 0.0977 memory: 16132 grad_norm: 0.8501 loss: 3.3614 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.3614 2023/07/20 02:28:12 - mmengine - INFO - Epoch(train) [3][4800/9365] lr: 3.8928e-01 eta: 1 day, 14:40:56 time: 0.9807 data_time: 0.1019 memory: 16132 grad_norm: 0.8567 loss: 3.1787 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.1787 2023/07/20 02:28:31 - mmengine - INFO - Epoch(train) [3][4820/9365] lr: 3.8926e-01 eta: 1 day, 14:41:31 time: 0.9789 data_time: 0.0969 memory: 16132 grad_norm: 0.8717 loss: 3.1457 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.1457 2023/07/20 02:28:51 - mmengine - INFO - Epoch(train) [3][4840/9365] lr: 3.8924e-01 eta: 1 day, 14:42:06 time: 0.9785 data_time: 0.0977 memory: 16132 grad_norm: 0.8525 loss: 3.3040 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.3040 2023/07/20 02:29:11 - mmengine - INFO - Epoch(train) [3][4860/9365] lr: 3.8923e-01 eta: 1 day, 14:42:41 time: 0.9756 data_time: 0.1028 memory: 16132 grad_norm: 0.8657 loss: 3.1342 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.1342 2023/07/20 02:29:30 - mmengine - INFO - Epoch(train) [3][4880/9365] lr: 3.8921e-01 eta: 1 day, 14:43:16 time: 0.9791 data_time: 0.1033 memory: 16132 grad_norm: 0.8620 loss: 3.2328 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.2328 2023/07/20 02:29:50 - mmengine - INFO - Epoch(train) [3][4900/9365] lr: 3.8919e-01 eta: 1 day, 14:43:50 time: 0.9746 data_time: 0.0975 memory: 16132 grad_norm: 0.8672 loss: 3.2292 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.2292 2023/07/20 02:30:09 - mmengine - INFO - Epoch(train) [3][4920/9365] lr: 3.8917e-01 eta: 1 day, 14:44:25 time: 0.9839 data_time: 0.0998 memory: 16132 grad_norm: 0.8838 loss: 3.4293 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.4293 2023/07/20 02:30:29 - mmengine - INFO - Epoch(train) [3][4940/9365] lr: 3.8915e-01 eta: 1 day, 14:45:00 time: 0.9778 data_time: 0.0994 memory: 16132 grad_norm: 0.8565 loss: 3.3919 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.3919 2023/07/20 02:30:48 - mmengine - INFO - Epoch(train) [3][4960/9365] lr: 3.8914e-01 eta: 1 day, 14:45:34 time: 0.9772 data_time: 0.1040 memory: 16132 grad_norm: 0.8472 loss: 3.3577 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.3577 2023/07/20 02:31:08 - mmengine - INFO - Epoch(train) [3][4980/9365] lr: 3.8912e-01 eta: 1 day, 14:46:10 time: 0.9881 data_time: 0.0977 memory: 16132 grad_norm: 0.8613 loss: 3.3760 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3760 2023/07/20 02:31:28 - mmengine - INFO - Epoch(train) [3][5000/9365] lr: 3.8910e-01 eta: 1 day, 14:46:43 time: 0.9707 data_time: 0.0947 memory: 16132 grad_norm: 0.8757 loss: 3.1203 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.1203 2023/07/20 02:31:47 - mmengine - INFO - Epoch(train) [3][5020/9365] lr: 3.8908e-01 eta: 1 day, 14:47:17 time: 0.9768 data_time: 0.1001 memory: 16132 grad_norm: 0.8767 loss: 3.2799 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.2799 2023/07/20 02:32:07 - mmengine - INFO - Epoch(train) [3][5040/9365] lr: 3.8906e-01 eta: 1 day, 14:47:51 time: 0.9785 data_time: 0.0966 memory: 16132 grad_norm: 0.8529 loss: 3.1545 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1545 2023/07/20 02:32:26 - mmengine - INFO - Epoch(train) [3][5060/9365] lr: 3.8905e-01 eta: 1 day, 14:48:25 time: 0.9778 data_time: 0.0995 memory: 16132 grad_norm: 0.8522 loss: 3.2561 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.2561 2023/07/20 02:32:46 - mmengine - INFO - Epoch(train) [3][5080/9365] lr: 3.8903e-01 eta: 1 day, 14:48:58 time: 0.9735 data_time: 0.1001 memory: 16132 grad_norm: 0.8867 loss: 3.1698 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1698 2023/07/20 02:33:05 - mmengine - INFO - Epoch(train) [3][5100/9365] lr: 3.8901e-01 eta: 1 day, 14:49:33 time: 0.9847 data_time: 0.1046 memory: 16132 grad_norm: 0.8733 loss: 3.3616 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.3616 2023/07/20 02:33:25 - mmengine - INFO - Epoch(train) [3][5120/9365] lr: 3.8899e-01 eta: 1 day, 14:50:05 time: 0.9684 data_time: 0.0978 memory: 16132 grad_norm: 0.8727 loss: 3.2381 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2381 2023/07/20 02:33:44 - mmengine - INFO - Epoch(train) [3][5140/9365] lr: 3.8897e-01 eta: 1 day, 14:50:39 time: 0.9841 data_time: 0.1019 memory: 16132 grad_norm: 0.8569 loss: 3.3160 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.3160 2023/07/20 02:34:04 - mmengine - INFO - Epoch(train) [3][5160/9365] lr: 3.8895e-01 eta: 1 day, 14:51:12 time: 0.9722 data_time: 0.0967 memory: 16132 grad_norm: 0.8527 loss: 3.2037 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2037 2023/07/20 02:34:23 - mmengine - INFO - Epoch(train) [3][5180/9365] lr: 3.8894e-01 eta: 1 day, 14:51:45 time: 0.9743 data_time: 0.0987 memory: 16132 grad_norm: 0.8620 loss: 3.1546 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 3.1546 2023/07/20 02:34:43 - mmengine - INFO - Epoch(train) [3][5200/9365] lr: 3.8892e-01 eta: 1 day, 14:52:18 time: 0.9752 data_time: 0.0996 memory: 16132 grad_norm: 0.8639 loss: 3.2023 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.2023 2023/07/20 02:35:02 - mmengine - INFO - Epoch(train) [3][5220/9365] lr: 3.8890e-01 eta: 1 day, 14:52:50 time: 0.9751 data_time: 0.0927 memory: 16132 grad_norm: 0.8785 loss: 3.1193 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1193 2023/07/20 02:35:22 - mmengine - INFO - Epoch(train) [3][5240/9365] lr: 3.8888e-01 eta: 1 day, 14:53:23 time: 0.9761 data_time: 0.1042 memory: 16132 grad_norm: 0.8730 loss: 3.1768 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1768 2023/07/20 02:35:41 - mmengine - INFO - Epoch(train) [3][5260/9365] lr: 3.8886e-01 eta: 1 day, 14:53:56 time: 0.9779 data_time: 0.1009 memory: 16132 grad_norm: 0.8587 loss: 3.2159 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.2159 2023/07/20 02:35:51 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 02:36:01 - mmengine - INFO - Epoch(train) [3][5280/9365] lr: 3.8884e-01 eta: 1 day, 14:54:29 time: 0.9752 data_time: 0.0978 memory: 16132 grad_norm: 0.8640 loss: 3.3436 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.3436 2023/07/20 02:36:20 - mmengine - INFO - Epoch(train) [3][5300/9365] lr: 3.8883e-01 eta: 1 day, 14:55:01 time: 0.9742 data_time: 0.0967 memory: 16132 grad_norm: 0.8509 loss: 3.4365 top1_acc: 0.1562 top5_acc: 0.3125 loss_cls: 3.4365 2023/07/20 02:36:40 - mmengine - INFO - Epoch(train) [3][5320/9365] lr: 3.8881e-01 eta: 1 day, 14:55:36 time: 0.9896 data_time: 0.1002 memory: 16132 grad_norm: 0.8516 loss: 3.3059 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.3059 2023/07/20 02:37:00 - mmengine - INFO - Epoch(train) [3][5340/9365] lr: 3.8879e-01 eta: 1 day, 14:56:08 time: 0.9749 data_time: 0.0972 memory: 16132 grad_norm: 0.8814 loss: 3.3590 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.3590 2023/07/20 02:37:19 - mmengine - INFO - Epoch(train) [3][5360/9365] lr: 3.8877e-01 eta: 1 day, 14:56:41 time: 0.9811 data_time: 0.1042 memory: 16132 grad_norm: 0.8599 loss: 3.3055 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.3055 2023/07/20 02:37:39 - mmengine - INFO - Epoch(train) [3][5380/9365] lr: 3.8875e-01 eta: 1 day, 14:57:14 time: 0.9800 data_time: 0.1027 memory: 16132 grad_norm: 0.8664 loss: 3.3045 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.3045 2023/07/20 02:37:59 - mmengine - INFO - Epoch(train) [3][5400/9365] lr: 3.8873e-01 eta: 1 day, 14:57:48 time: 0.9869 data_time: 0.0999 memory: 16132 grad_norm: 0.8619 loss: 3.0713 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.0713 2023/07/20 02:38:18 - mmengine - INFO - Epoch(train) [3][5420/9365] lr: 3.8871e-01 eta: 1 day, 14:58:20 time: 0.9750 data_time: 0.0938 memory: 16132 grad_norm: 0.8992 loss: 3.2246 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2246 2023/07/20 02:38:38 - mmengine - INFO - Epoch(train) [3][5440/9365] lr: 3.8870e-01 eta: 1 day, 14:58:52 time: 0.9817 data_time: 0.1011 memory: 16132 grad_norm: 0.8786 loss: 3.3803 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.3803 2023/07/20 02:38:57 - mmengine - INFO - Epoch(train) [3][5460/9365] lr: 3.8868e-01 eta: 1 day, 14:59:25 time: 0.9775 data_time: 0.1033 memory: 16132 grad_norm: 0.8526 loss: 3.1670 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1670 2023/07/20 02:39:17 - mmengine - INFO - Epoch(train) [3][5480/9365] lr: 3.8866e-01 eta: 1 day, 14:59:56 time: 0.9721 data_time: 0.0999 memory: 16132 grad_norm: 0.8651 loss: 3.2017 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2017 2023/07/20 02:39:36 - mmengine - INFO - Epoch(train) [3][5500/9365] lr: 3.8864e-01 eta: 1 day, 15:00:27 time: 0.9740 data_time: 0.0998 memory: 16132 grad_norm: 0.8750 loss: 3.1936 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1936 2023/07/20 02:39:56 - mmengine - INFO - Epoch(train) [3][5520/9365] lr: 3.8862e-01 eta: 1 day, 15:00:58 time: 0.9740 data_time: 0.0996 memory: 16132 grad_norm: 0.8807 loss: 3.1621 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.1621 2023/07/20 02:40:15 - mmengine - INFO - Epoch(train) [3][5540/9365] lr: 3.8860e-01 eta: 1 day, 15:01:31 time: 0.9827 data_time: 0.0928 memory: 16132 grad_norm: 0.8648 loss: 3.3392 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.3392 2023/07/20 02:40:35 - mmengine - INFO - Epoch(train) [3][5560/9365] lr: 3.8858e-01 eta: 1 day, 15:02:02 time: 0.9723 data_time: 0.0937 memory: 16132 grad_norm: 0.8518 loss: 3.3268 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.3268 2023/07/20 02:40:54 - mmengine - INFO - Epoch(train) [3][5580/9365] lr: 3.8857e-01 eta: 1 day, 15:02:33 time: 0.9734 data_time: 0.1004 memory: 16132 grad_norm: 0.8612 loss: 3.2914 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.2914 2023/07/20 02:41:14 - mmengine - INFO - Epoch(train) [3][5600/9365] lr: 3.8855e-01 eta: 1 day, 15:03:03 time: 0.9723 data_time: 0.1011 memory: 16132 grad_norm: 0.8587 loss: 3.4492 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4492 2023/07/20 02:41:33 - mmengine - INFO - Epoch(train) [3][5620/9365] lr: 3.8853e-01 eta: 1 day, 15:03:35 time: 0.9789 data_time: 0.1001 memory: 16132 grad_norm: 0.8723 loss: 3.2376 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.2376 2023/07/20 02:41:53 - mmengine - INFO - Epoch(train) [3][5640/9365] lr: 3.8851e-01 eta: 1 day, 15:04:06 time: 0.9770 data_time: 0.1037 memory: 16132 grad_norm: 0.8812 loss: 3.1650 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1650 2023/07/20 02:42:12 - mmengine - INFO - Epoch(train) [3][5660/9365] lr: 3.8849e-01 eta: 1 day, 15:04:37 time: 0.9730 data_time: 0.0968 memory: 16132 grad_norm: 0.8727 loss: 3.1827 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1827 2023/07/20 02:42:32 - mmengine - INFO - Epoch(train) [3][5680/9365] lr: 3.8847e-01 eta: 1 day, 15:05:08 time: 0.9803 data_time: 0.0982 memory: 16132 grad_norm: 0.8496 loss: 3.3110 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 3.3110 2023/07/20 02:42:52 - mmengine - INFO - Epoch(train) [3][5700/9365] lr: 3.8845e-01 eta: 1 day, 15:05:41 time: 0.9848 data_time: 0.1075 memory: 16132 grad_norm: 0.8807 loss: 3.3056 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.3056 2023/07/20 02:43:11 - mmengine - INFO - Epoch(train) [3][5720/9365] lr: 3.8843e-01 eta: 1 day, 15:06:12 time: 0.9794 data_time: 0.0984 memory: 16132 grad_norm: 0.8662 loss: 3.3210 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.3210 2023/07/20 02:43:31 - mmengine - INFO - Epoch(train) [3][5740/9365] lr: 3.8842e-01 eta: 1 day, 15:06:42 time: 0.9743 data_time: 0.1009 memory: 16132 grad_norm: 0.8446 loss: 3.3081 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.3081 2023/07/20 02:43:50 - mmengine - INFO - Epoch(train) [3][5760/9365] lr: 3.8840e-01 eta: 1 day, 15:07:13 time: 0.9794 data_time: 0.1021 memory: 16132 grad_norm: 0.8704 loss: 3.2701 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2701 2023/07/20 02:44:10 - mmengine - INFO - Epoch(train) [3][5780/9365] lr: 3.8838e-01 eta: 1 day, 15:07:43 time: 0.9705 data_time: 0.0966 memory: 16132 grad_norm: 0.8544 loss: 3.1478 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.1478 2023/07/20 02:44:29 - mmengine - INFO - Epoch(train) [3][5800/9365] lr: 3.8836e-01 eta: 1 day, 15:08:13 time: 0.9757 data_time: 0.0999 memory: 16132 grad_norm: 0.8636 loss: 3.3005 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.3005 2023/07/20 02:44:49 - mmengine - INFO - Epoch(train) [3][5820/9365] lr: 3.8834e-01 eta: 1 day, 15:08:44 time: 0.9765 data_time: 0.0978 memory: 16132 grad_norm: 0.8630 loss: 3.3054 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.3054 2023/07/20 02:45:08 - mmengine - INFO - Epoch(train) [3][5840/9365] lr: 3.8832e-01 eta: 1 day, 15:09:15 time: 0.9812 data_time: 0.1015 memory: 16132 grad_norm: 0.8677 loss: 3.1724 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1724 2023/07/20 02:45:28 - mmengine - INFO - Epoch(train) [3][5860/9365] lr: 3.8830e-01 eta: 1 day, 15:09:45 time: 0.9783 data_time: 0.0975 memory: 16132 grad_norm: 0.8683 loss: 3.2351 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2351 2023/07/20 02:45:48 - mmengine - INFO - Epoch(train) [3][5880/9365] lr: 3.8828e-01 eta: 1 day, 15:10:18 time: 0.9889 data_time: 0.0972 memory: 16132 grad_norm: 0.8732 loss: 3.2558 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.2558 2023/07/20 02:46:07 - mmengine - INFO - Epoch(train) [3][5900/9365] lr: 3.8827e-01 eta: 1 day, 15:10:48 time: 0.9782 data_time: 0.1025 memory: 16132 grad_norm: 0.8511 loss: 3.0844 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0844 2023/07/20 02:46:27 - mmengine - INFO - Epoch(train) [3][5920/9365] lr: 3.8825e-01 eta: 1 day, 15:11:18 time: 0.9751 data_time: 0.1009 memory: 16132 grad_norm: 0.8795 loss: 3.2118 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2118 2023/07/20 02:46:46 - mmengine - INFO - Epoch(train) [3][5940/9365] lr: 3.8823e-01 eta: 1 day, 15:11:47 time: 0.9745 data_time: 0.0953 memory: 16132 grad_norm: 0.8707 loss: 3.2535 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2535 2023/07/20 02:47:06 - mmengine - INFO - Epoch(train) [3][5960/9365] lr: 3.8821e-01 eta: 1 day, 15:12:17 time: 0.9762 data_time: 0.0997 memory: 16132 grad_norm: 0.8749 loss: 3.2933 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2933 2023/07/20 02:47:25 - mmengine - INFO - Epoch(train) [3][5980/9365] lr: 3.8819e-01 eta: 1 day, 15:12:46 time: 0.9697 data_time: 0.0928 memory: 16132 grad_norm: 0.8693 loss: 3.3627 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.3627 2023/07/20 02:47:45 - mmengine - INFO - Epoch(train) [3][6000/9365] lr: 3.8817e-01 eta: 1 day, 15:13:16 time: 0.9806 data_time: 0.0987 memory: 16132 grad_norm: 0.8570 loss: 3.3280 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 3.3280 2023/07/20 02:48:04 - mmengine - INFO - Epoch(train) [3][6020/9365] lr: 3.8815e-01 eta: 1 day, 15:13:45 time: 0.9696 data_time: 0.0945 memory: 16132 grad_norm: 0.8523 loss: 3.4778 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.4778 2023/07/20 02:48:24 - mmengine - INFO - Epoch(train) [3][6040/9365] lr: 3.8813e-01 eta: 1 day, 15:14:14 time: 0.9758 data_time: 0.0945 memory: 16132 grad_norm: 0.8623 loss: 3.0482 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 3.0482 2023/07/20 02:48:43 - mmengine - INFO - Epoch(train) [3][6060/9365] lr: 3.8811e-01 eta: 1 day, 15:14:44 time: 0.9793 data_time: 0.0957 memory: 16132 grad_norm: 0.8695 loss: 3.3295 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.3295 2023/07/20 02:49:03 - mmengine - INFO - Epoch(train) [3][6080/9365] lr: 3.8810e-01 eta: 1 day, 15:15:12 time: 0.9689 data_time: 0.0949 memory: 16132 grad_norm: 0.8757 loss: 3.1855 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1855 2023/07/20 02:49:22 - mmengine - INFO - Epoch(train) [3][6100/9365] lr: 3.8808e-01 eta: 1 day, 15:15:42 time: 0.9771 data_time: 0.0964 memory: 16132 grad_norm: 0.8766 loss: 3.2424 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.2424 2023/07/20 02:49:42 - mmengine - INFO - Epoch(train) [3][6120/9365] lr: 3.8806e-01 eta: 1 day, 15:16:12 time: 0.9809 data_time: 0.0940 memory: 16132 grad_norm: 0.8660 loss: 3.3829 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.3829 2023/07/20 02:50:01 - mmengine - INFO - Epoch(train) [3][6140/9365] lr: 3.8804e-01 eta: 1 day, 15:16:40 time: 0.9726 data_time: 0.0953 memory: 16132 grad_norm: 0.8614 loss: 3.1747 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 3.1747 2023/07/20 02:50:21 - mmengine - INFO - Epoch(train) [3][6160/9365] lr: 3.8802e-01 eta: 1 day, 15:17:12 time: 0.9919 data_time: 0.1094 memory: 16132 grad_norm: 0.8714 loss: 3.2464 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.2464 2023/07/20 02:50:41 - mmengine - INFO - Epoch(train) [3][6180/9365] lr: 3.8800e-01 eta: 1 day, 15:17:41 time: 0.9790 data_time: 0.0933 memory: 16132 grad_norm: 0.8676 loss: 3.2743 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.2743 2023/07/20 02:51:00 - mmengine - INFO - Epoch(train) [3][6200/9365] lr: 3.8798e-01 eta: 1 day, 15:18:09 time: 0.9730 data_time: 0.0955 memory: 16132 grad_norm: 0.8809 loss: 3.2718 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2718 2023/07/20 02:51:20 - mmengine - INFO - Epoch(train) [3][6220/9365] lr: 3.8796e-01 eta: 1 day, 15:18:39 time: 0.9825 data_time: 0.0993 memory: 16132 grad_norm: 0.8704 loss: 3.1842 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1842 2023/07/20 02:51:39 - mmengine - INFO - Epoch(train) [3][6240/9365] lr: 3.8794e-01 eta: 1 day, 15:19:07 time: 0.9728 data_time: 0.0958 memory: 16132 grad_norm: 0.8816 loss: 3.2537 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2537 2023/07/20 02:51:59 - mmengine - INFO - Epoch(train) [3][6260/9365] lr: 3.8792e-01 eta: 1 day, 15:19:36 time: 0.9731 data_time: 0.0912 memory: 16132 grad_norm: 0.9032 loss: 3.2380 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.2380 2023/07/20 02:52:09 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 02:52:18 - mmengine - INFO - Epoch(train) [3][6280/9365] lr: 3.8790e-01 eta: 1 day, 15:20:04 time: 0.9751 data_time: 0.0977 memory: 16132 grad_norm: 0.8410 loss: 3.3416 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.3416 2023/07/20 02:52:38 - mmengine - INFO - Epoch(train) [3][6300/9365] lr: 3.8789e-01 eta: 1 day, 15:20:32 time: 0.9734 data_time: 0.0940 memory: 16132 grad_norm: 0.8737 loss: 3.2766 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.2766 2023/07/20 02:52:57 - mmengine - INFO - Epoch(train) [3][6320/9365] lr: 3.8787e-01 eta: 1 day, 15:21:00 time: 0.9720 data_time: 0.0953 memory: 16132 grad_norm: 0.8621 loss: 3.2482 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2482 2023/07/20 02:53:17 - mmengine - INFO - Epoch(train) [3][6340/9365] lr: 3.8785e-01 eta: 1 day, 15:21:27 time: 0.9719 data_time: 0.0995 memory: 16132 grad_norm: 0.8659 loss: 3.2272 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2272 2023/07/20 02:53:36 - mmengine - INFO - Epoch(train) [3][6360/9365] lr: 3.8783e-01 eta: 1 day, 15:21:56 time: 0.9814 data_time: 0.1020 memory: 16132 grad_norm: 0.8812 loss: 3.2762 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2762 2023/07/20 02:53:56 - mmengine - INFO - Epoch(train) [3][6380/9365] lr: 3.8781e-01 eta: 1 day, 15:22:24 time: 0.9746 data_time: 0.0936 memory: 16132 grad_norm: 0.8691 loss: 3.2925 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2925 2023/07/20 02:54:15 - mmengine - INFO - Epoch(train) [3][6400/9365] lr: 3.8779e-01 eta: 1 day, 15:22:51 time: 0.9677 data_time: 0.0988 memory: 16132 grad_norm: 0.8715 loss: 3.2781 top1_acc: 0.3438 top5_acc: 0.4062 loss_cls: 3.2781 2023/07/20 02:54:32 - mmengine - INFO - Epoch(train) [3][6420/9365] lr: 3.8777e-01 eta: 1 day, 15:22:54 time: 0.8210 data_time: 0.0980 memory: 16132 grad_norm: 0.8509 loss: 3.2459 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.2459 2023/07/20 02:54:44 - mmengine - INFO - Epoch(train) [3][6440/9365] lr: 3.8775e-01 eta: 1 day, 15:22:28 time: 0.6310 data_time: 0.1148 memory: 16132 grad_norm: 0.8714 loss: 3.3686 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.3686 2023/07/20 02:54:56 - mmengine - INFO - Epoch(train) [3][6460/9365] lr: 3.8773e-01 eta: 1 day, 15:21:54 time: 0.5878 data_time: 0.0794 memory: 16132 grad_norm: 0.8799 loss: 3.3630 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.3630 2023/07/20 02:55:08 - mmengine - INFO - Epoch(train) [3][6480/9365] lr: 3.8771e-01 eta: 1 day, 15:21:26 time: 0.6203 data_time: 0.0867 memory: 16132 grad_norm: 0.8672 loss: 3.1890 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.1890 2023/07/20 02:55:20 - mmengine - INFO - Epoch(train) [3][6500/9365] lr: 3.8769e-01 eta: 1 day, 15:20:55 time: 0.6026 data_time: 0.0804 memory: 16132 grad_norm: 0.8736 loss: 3.2207 top1_acc: 0.2812 top5_acc: 0.7812 loss_cls: 3.2207 2023/07/20 02:55:32 - mmengine - INFO - Epoch(train) [3][6520/9365] lr: 3.8767e-01 eta: 1 day, 15:20:22 time: 0.5943 data_time: 0.1056 memory: 16132 grad_norm: 0.8928 loss: 3.2735 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.2735 2023/07/20 02:55:45 - mmengine - INFO - Epoch(train) [3][6540/9365] lr: 3.8765e-01 eta: 1 day, 15:19:55 time: 0.6315 data_time: 0.1054 memory: 16132 grad_norm: 0.8861 loss: 3.2361 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.2361 2023/07/20 02:55:57 - mmengine - INFO - Epoch(train) [3][6560/9365] lr: 3.8763e-01 eta: 1 day, 15:19:23 time: 0.5957 data_time: 0.0805 memory: 16132 grad_norm: 0.8593 loss: 3.3030 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.3030 2023/07/20 02:56:10 - mmengine - INFO - Epoch(train) [3][6580/9365] lr: 3.8762e-01 eta: 1 day, 15:18:59 time: 0.6429 data_time: 0.0764 memory: 16132 grad_norm: 0.8697 loss: 3.2042 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.2042 2023/07/20 02:56:22 - mmengine - INFO - Epoch(train) [3][6600/9365] lr: 3.8760e-01 eta: 1 day, 15:18:27 time: 0.5986 data_time: 0.0928 memory: 16132 grad_norm: 0.8893 loss: 3.2357 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.2357 2023/07/20 02:56:34 - mmengine - INFO - Epoch(train) [3][6620/9365] lr: 3.8758e-01 eta: 1 day, 15:17:59 time: 0.6210 data_time: 0.0967 memory: 16132 grad_norm: 0.8687 loss: 3.3949 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.3949 2023/07/20 02:56:46 - mmengine - INFO - Epoch(train) [3][6640/9365] lr: 3.8756e-01 eta: 1 day, 15:17:28 time: 0.6036 data_time: 0.0899 memory: 16132 grad_norm: 0.8648 loss: 3.3093 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.3093 2023/07/20 02:56:59 - mmengine - INFO - Epoch(train) [3][6660/9365] lr: 3.8754e-01 eta: 1 day, 15:17:01 time: 0.6266 data_time: 0.1070 memory: 16132 grad_norm: 0.8795 loss: 3.3041 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.3041 2023/07/20 02:57:11 - mmengine - INFO - Epoch(train) [3][6680/9365] lr: 3.8752e-01 eta: 1 day, 15:16:28 time: 0.5931 data_time: 0.0807 memory: 16132 grad_norm: 0.8858 loss: 3.3971 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.3971 2023/07/20 02:57:23 - mmengine - INFO - Epoch(train) [3][6700/9365] lr: 3.8750e-01 eta: 1 day, 15:16:00 time: 0.6192 data_time: 0.1110 memory: 16132 grad_norm: 0.8941 loss: 3.2622 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.2622 2023/07/20 02:57:35 - mmengine - INFO - Epoch(train) [3][6720/9365] lr: 3.8748e-01 eta: 1 day, 15:15:28 time: 0.5943 data_time: 0.0839 memory: 16132 grad_norm: 0.8644 loss: 3.4779 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4779 2023/07/20 02:57:47 - mmengine - INFO - Epoch(train) [3][6740/9365] lr: 3.8746e-01 eta: 1 day, 15:14:55 time: 0.5902 data_time: 0.0842 memory: 16132 grad_norm: 0.8683 loss: 3.2422 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2422 2023/07/20 02:57:59 - mmengine - INFO - Epoch(train) [3][6760/9365] lr: 3.8744e-01 eta: 1 day, 15:14:24 time: 0.5983 data_time: 0.0859 memory: 16132 grad_norm: 0.8686 loss: 3.2258 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.2258 2023/07/20 02:58:11 - mmengine - INFO - Epoch(train) [3][6780/9365] lr: 3.8742e-01 eta: 1 day, 15:13:53 time: 0.6049 data_time: 0.0997 memory: 16132 grad_norm: 0.8904 loss: 3.3559 top1_acc: 0.3438 top5_acc: 0.4375 loss_cls: 3.3559 2023/07/20 02:58:23 - mmengine - INFO - Epoch(train) [3][6800/9365] lr: 3.8740e-01 eta: 1 day, 15:13:22 time: 0.5990 data_time: 0.0933 memory: 16132 grad_norm: 0.8786 loss: 3.1932 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1932 2023/07/20 02:58:35 - mmengine - INFO - Epoch(train) [3][6820/9365] lr: 3.8738e-01 eta: 1 day, 15:12:53 time: 0.6124 data_time: 0.0876 memory: 16132 grad_norm: 0.8762 loss: 3.1881 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1881 2023/07/20 02:58:47 - mmengine - INFO - Epoch(train) [3][6840/9365] lr: 3.8736e-01 eta: 1 day, 15:12:24 time: 0.6128 data_time: 0.0888 memory: 16132 grad_norm: 0.8837 loss: 3.2347 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2347 2023/07/20 02:58:59 - mmengine - INFO - Epoch(train) [3][6860/9365] lr: 3.8734e-01 eta: 1 day, 15:11:52 time: 0.5954 data_time: 0.0957 memory: 16132 grad_norm: 0.8864 loss: 3.2592 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.2592 2023/07/20 02:59:11 - mmengine - INFO - Epoch(train) [3][6880/9365] lr: 3.8732e-01 eta: 1 day, 15:11:22 time: 0.6099 data_time: 0.0816 memory: 16132 grad_norm: 0.8593 loss: 3.2493 top1_acc: 0.3438 top5_acc: 0.4375 loss_cls: 3.2493 2023/07/20 02:59:23 - mmengine - INFO - Epoch(train) [3][6900/9365] lr: 3.8730e-01 eta: 1 day, 15:10:52 time: 0.6027 data_time: 0.0893 memory: 16132 grad_norm: 0.8582 loss: 3.2500 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 3.2500 2023/07/20 02:59:36 - mmengine - INFO - Epoch(train) [3][6920/9365] lr: 3.8728e-01 eta: 1 day, 15:10:23 time: 0.6143 data_time: 0.0809 memory: 16132 grad_norm: 0.8550 loss: 3.2352 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2352 2023/07/20 02:59:48 - mmengine - INFO - Epoch(train) [3][6940/9365] lr: 3.8726e-01 eta: 1 day, 15:09:52 time: 0.6037 data_time: 0.0830 memory: 16132 grad_norm: 0.8594 loss: 3.3053 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.3053 2023/07/20 03:00:00 - mmengine - INFO - Epoch(train) [3][6960/9365] lr: 3.8724e-01 eta: 1 day, 15:09:26 time: 0.6316 data_time: 0.0939 memory: 16132 grad_norm: 0.8587 loss: 3.2753 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.2753 2023/07/20 03:00:12 - mmengine - INFO - Epoch(train) [3][6980/9365] lr: 3.8723e-01 eta: 1 day, 15:08:49 time: 0.5605 data_time: 0.0791 memory: 16132 grad_norm: 0.8644 loss: 3.2349 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2349 2023/07/20 03:00:24 - mmengine - INFO - Epoch(train) [3][7000/9365] lr: 3.8721e-01 eta: 1 day, 15:08:18 time: 0.5992 data_time: 0.0943 memory: 16132 grad_norm: 0.8816 loss: 3.3258 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3258 2023/07/20 03:00:36 - mmengine - INFO - Epoch(train) [3][7020/9365] lr: 3.8719e-01 eta: 1 day, 15:07:50 time: 0.6166 data_time: 0.0841 memory: 16132 grad_norm: 0.8665 loss: 3.2721 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.2721 2023/07/20 03:00:48 - mmengine - INFO - Epoch(train) [3][7040/9365] lr: 3.8717e-01 eta: 1 day, 15:07:19 time: 0.5958 data_time: 0.0831 memory: 16132 grad_norm: 0.8379 loss: 3.2856 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2856 2023/07/20 03:01:01 - mmengine - INFO - Epoch(train) [3][7060/9365] lr: 3.8715e-01 eta: 1 day, 15:06:54 time: 0.6365 data_time: 0.0882 memory: 16132 grad_norm: 0.8745 loss: 3.1690 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1690 2023/07/20 03:01:14 - mmengine - INFO - Epoch(train) [3][7080/9365] lr: 3.8713e-01 eta: 1 day, 15:06:33 time: 0.6672 data_time: 0.1105 memory: 16132 grad_norm: 0.8631 loss: 3.2340 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.2340 2023/07/20 03:01:28 - mmengine - INFO - Epoch(train) [3][7100/9365] lr: 3.8711e-01 eta: 1 day, 15:06:21 time: 0.7238 data_time: 0.0890 memory: 16132 grad_norm: 0.8641 loss: 3.1769 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1769 2023/07/20 03:01:42 - mmengine - INFO - Epoch(train) [3][7120/9365] lr: 3.8709e-01 eta: 1 day, 15:06:02 time: 0.6747 data_time: 0.0858 memory: 16132 grad_norm: 0.8722 loss: 3.2366 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2366 2023/07/20 03:01:57 - mmengine - INFO - Epoch(train) [3][7140/9365] lr: 3.8707e-01 eta: 1 day, 15:05:55 time: 0.7537 data_time: 0.1162 memory: 16132 grad_norm: 0.8832 loss: 3.1807 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.1807 2023/07/20 03:02:14 - mmengine - INFO - Epoch(train) [3][7160/9365] lr: 3.8705e-01 eta: 1 day, 15:06:01 time: 0.8373 data_time: 0.1700 memory: 16132 grad_norm: 0.8618 loss: 3.2773 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.2773 2023/07/20 03:02:33 - mmengine - INFO - Epoch(train) [3][7180/9365] lr: 3.8703e-01 eta: 1 day, 15:06:25 time: 0.9539 data_time: 0.2197 memory: 16132 grad_norm: 0.8944 loss: 3.2841 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2841 2023/07/20 03:02:56 - mmengine - INFO - Epoch(train) [3][7200/9365] lr: 3.8701e-01 eta: 1 day, 15:07:20 time: 1.1609 data_time: 0.2185 memory: 16132 grad_norm: 0.8647 loss: 3.1641 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.1641 2023/07/20 03:03:20 - mmengine - INFO - Epoch(train) [3][7220/9365] lr: 3.8699e-01 eta: 1 day, 15:08:18 time: 1.1806 data_time: 0.2599 memory: 16132 grad_norm: 0.8637 loss: 3.3368 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.3368 2023/07/20 03:03:44 - mmengine - INFO - Epoch(train) [3][7240/9365] lr: 3.8697e-01 eta: 1 day, 15:09:21 time: 1.2147 data_time: 0.2974 memory: 16132 grad_norm: 0.8681 loss: 3.2051 top1_acc: 0.3125 top5_acc: 0.7812 loss_cls: 3.2051 2023/07/20 03:04:08 - mmengine - INFO - Epoch(train) [3][7260/9365] lr: 3.8695e-01 eta: 1 day, 15:10:21 time: 1.1926 data_time: 0.2768 memory: 16132 grad_norm: 0.8746 loss: 3.1838 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1838 2023/07/20 03:04:19 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 03:04:31 - mmengine - INFO - Epoch(train) [3][7280/9365] lr: 3.8693e-01 eta: 1 day, 15:11:12 time: 1.1327 data_time: 0.2772 memory: 16132 grad_norm: 0.8715 loss: 3.4159 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.4159 2023/07/20 03:04:54 - mmengine - INFO - Epoch(train) [3][7300/9365] lr: 3.8691e-01 eta: 1 day, 15:12:11 time: 1.1947 data_time: 0.2793 memory: 16132 grad_norm: 0.8680 loss: 3.2363 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2363 2023/07/20 03:05:14 - mmengine - INFO - Epoch(train) [3][7320/9365] lr: 3.8689e-01 eta: 1 day, 15:12:39 time: 0.9834 data_time: 0.2223 memory: 16132 grad_norm: 0.8565 loss: 3.3259 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.3259 2023/07/20 03:05:33 - mmengine - INFO - Epoch(train) [3][7340/9365] lr: 3.8687e-01 eta: 1 day, 15:13:02 time: 0.9563 data_time: 0.2119 memory: 16132 grad_norm: 0.8838 loss: 3.3937 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.3937 2023/07/20 03:05:53 - mmengine - INFO - Epoch(train) [3][7360/9365] lr: 3.8685e-01 eta: 1 day, 15:13:29 time: 0.9799 data_time: 0.2270 memory: 16132 grad_norm: 0.8697 loss: 3.0274 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0274 2023/07/20 03:06:10 - mmengine - INFO - Epoch(train) [3][7380/9365] lr: 3.8683e-01 eta: 1 day, 15:13:37 time: 0.8538 data_time: 0.1799 memory: 16132 grad_norm: 0.8758 loss: 3.1204 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 3.1204 2023/07/20 03:06:26 - mmengine - INFO - Epoch(train) [3][7400/9365] lr: 3.8681e-01 eta: 1 day, 15:13:37 time: 0.8084 data_time: 0.2100 memory: 16132 grad_norm: 0.8755 loss: 3.2346 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2346 2023/07/20 03:06:45 - mmengine - INFO - Epoch(train) [3][7420/9365] lr: 3.8679e-01 eta: 1 day, 15:13:58 time: 0.9441 data_time: 0.2170 memory: 16132 grad_norm: 0.9013 loss: 3.2092 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.2092 2023/07/20 03:07:04 - mmengine - INFO - Epoch(train) [3][7440/9365] lr: 3.8677e-01 eta: 1 day, 15:14:20 time: 0.9493 data_time: 0.1912 memory: 16132 grad_norm: 0.8650 loss: 3.2192 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.2192 2023/07/20 03:07:22 - mmengine - INFO - Epoch(train) [3][7460/9365] lr: 3.8675e-01 eta: 1 day, 15:14:34 time: 0.8929 data_time: 0.2172 memory: 16132 grad_norm: 0.8798 loss: 3.2998 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2998 2023/07/20 03:07:43 - mmengine - INFO - Epoch(train) [3][7480/9365] lr: 3.8673e-01 eta: 1 day, 15:15:15 time: 1.0817 data_time: 0.2249 memory: 16132 grad_norm: 0.8715 loss: 3.2799 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2799 2023/07/20 03:08:06 - mmengine - INFO - Epoch(train) [3][7500/9365] lr: 3.8671e-01 eta: 1 day, 15:16:03 time: 1.1224 data_time: 0.2695 memory: 16132 grad_norm: 0.8623 loss: 3.2924 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 3.2924 2023/07/20 03:08:26 - mmengine - INFO - Epoch(train) [3][7520/9365] lr: 3.8669e-01 eta: 1 day, 15:16:30 time: 0.9835 data_time: 0.1851 memory: 16132 grad_norm: 0.8593 loss: 3.1470 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1470 2023/07/20 03:08:44 - mmengine - INFO - Epoch(train) [3][7540/9365] lr: 3.8667e-01 eta: 1 day, 15:16:49 time: 0.9300 data_time: 0.1766 memory: 16132 grad_norm: 0.8930 loss: 3.2717 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.2717 2023/07/20 03:09:03 - mmengine - INFO - Epoch(train) [3][7560/9365] lr: 3.8665e-01 eta: 1 day, 15:17:07 time: 0.9292 data_time: 0.2009 memory: 16132 grad_norm: 0.8760 loss: 3.2323 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.2323 2023/07/20 03:09:21 - mmengine - INFO - Epoch(train) [3][7580/9365] lr: 3.8663e-01 eta: 1 day, 15:17:23 time: 0.9093 data_time: 0.2117 memory: 16132 grad_norm: 0.8920 loss: 3.3445 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.3445 2023/07/20 03:09:34 - mmengine - INFO - Epoch(train) [3][7600/9365] lr: 3.8661e-01 eta: 1 day, 15:17:02 time: 0.6676 data_time: 0.1099 memory: 16132 grad_norm: 0.8503 loss: 3.2038 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.2038 2023/07/20 03:09:47 - mmengine - INFO - Epoch(train) [3][7620/9365] lr: 3.8659e-01 eta: 1 day, 15:16:35 time: 0.6316 data_time: 0.0826 memory: 16132 grad_norm: 0.8920 loss: 3.1687 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.1687 2023/07/20 03:10:01 - mmengine - INFO - Epoch(train) [3][7640/9365] lr: 3.8657e-01 eta: 1 day, 15:16:17 time: 0.6888 data_time: 0.1412 memory: 16132 grad_norm: 0.8638 loss: 3.2139 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2139 2023/07/20 03:10:15 - mmengine - INFO - Epoch(train) [3][7660/9365] lr: 3.8655e-01 eta: 1 day, 15:16:06 time: 0.7350 data_time: 0.1773 memory: 16132 grad_norm: 0.8837 loss: 3.1420 top1_acc: 0.1875 top5_acc: 0.3438 loss_cls: 3.1420 2023/07/20 03:10:29 - mmengine - INFO - Epoch(train) [3][7680/9365] lr: 3.8653e-01 eta: 1 day, 15:15:50 time: 0.6988 data_time: 0.1016 memory: 16132 grad_norm: 0.8627 loss: 3.1681 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1681 2023/07/20 03:10:48 - mmengine - INFO - Epoch(train) [3][7700/9365] lr: 3.8651e-01 eta: 1 day, 15:16:07 time: 0.9205 data_time: 0.1770 memory: 16132 grad_norm: 0.8691 loss: 3.2925 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 3.2925 2023/07/20 03:11:10 - mmengine - INFO - Epoch(train) [3][7720/9365] lr: 3.8649e-01 eta: 1 day, 15:16:55 time: 1.1245 data_time: 0.2590 memory: 16132 grad_norm: 0.9048 loss: 3.2006 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.2006 2023/07/20 03:11:34 - mmengine - INFO - Epoch(train) [3][7740/9365] lr: 3.8647e-01 eta: 1 day, 15:17:48 time: 1.1633 data_time: 0.2309 memory: 16132 grad_norm: 0.8684 loss: 3.3182 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.3182 2023/07/20 03:11:58 - mmengine - INFO - Epoch(train) [3][7760/9365] lr: 3.8645e-01 eta: 1 day, 15:18:47 time: 1.2056 data_time: 0.2377 memory: 16132 grad_norm: 0.8884 loss: 3.3123 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.3123 2023/07/20 03:12:20 - mmengine - INFO - Epoch(train) [3][7780/9365] lr: 3.8643e-01 eta: 1 day, 15:19:36 time: 1.1360 data_time: 0.2606 memory: 16132 grad_norm: 0.8519 loss: 3.2342 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2342 2023/07/20 03:12:42 - mmengine - INFO - Epoch(train) [3][7800/9365] lr: 3.8641e-01 eta: 1 day, 15:20:13 time: 1.0601 data_time: 0.2105 memory: 16132 grad_norm: 0.8738 loss: 3.1747 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1747 2023/07/20 03:13:04 - mmengine - INFO - Epoch(train) [3][7820/9365] lr: 3.8639e-01 eta: 1 day, 15:20:57 time: 1.1033 data_time: 0.2275 memory: 16132 grad_norm: 0.8994 loss: 3.2100 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2100 2023/07/20 03:13:25 - mmengine - INFO - Epoch(train) [3][7840/9365] lr: 3.8637e-01 eta: 1 day, 15:21:32 time: 1.0411 data_time: 0.2161 memory: 16132 grad_norm: 0.8755 loss: 3.1443 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.1443 2023/07/20 03:13:46 - mmengine - INFO - Epoch(train) [3][7860/9365] lr: 3.8635e-01 eta: 1 day, 15:22:10 time: 1.0664 data_time: 0.2460 memory: 16132 grad_norm: 0.8763 loss: 3.2276 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.2276 2023/07/20 03:14:07 - mmengine - INFO - Epoch(train) [3][7880/9365] lr: 3.8633e-01 eta: 1 day, 15:22:48 time: 1.0695 data_time: 0.2488 memory: 16132 grad_norm: 0.8632 loss: 3.1495 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.1495 2023/07/20 03:14:26 - mmengine - INFO - Epoch(train) [3][7900/9365] lr: 3.8631e-01 eta: 1 day, 15:23:04 time: 0.9166 data_time: 0.1864 memory: 16132 grad_norm: 0.8543 loss: 3.2114 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2114 2023/07/20 03:14:45 - mmengine - INFO - Epoch(train) [3][7920/9365] lr: 3.8628e-01 eta: 1 day, 15:23:29 time: 0.9818 data_time: 0.2444 memory: 16132 grad_norm: 0.8869 loss: 3.3628 top1_acc: 0.1875 top5_acc: 0.3438 loss_cls: 3.3628 2023/07/20 03:15:04 - mmengine - INFO - Epoch(train) [3][7940/9365] lr: 3.8626e-01 eta: 1 day, 15:23:46 time: 0.9248 data_time: 0.1956 memory: 16132 grad_norm: 0.8814 loss: 3.2333 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.2333 2023/07/20 03:15:22 - mmengine - INFO - Epoch(train) [3][7960/9365] lr: 3.8624e-01 eta: 1 day, 15:24:02 time: 0.9242 data_time: 0.1907 memory: 16132 grad_norm: 0.8506 loss: 3.1186 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1186 2023/07/20 03:15:39 - mmengine - INFO - Epoch(train) [3][7980/9365] lr: 3.8622e-01 eta: 1 day, 15:24:07 time: 0.8416 data_time: 0.2054 memory: 16132 grad_norm: 0.8840 loss: 3.2323 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.2323 2023/07/20 03:16:00 - mmengine - INFO - Epoch(train) [3][8000/9365] lr: 3.8620e-01 eta: 1 day, 15:24:38 time: 1.0269 data_time: 0.2216 memory: 16132 grad_norm: 0.8943 loss: 3.2454 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 3.2454 2023/07/20 03:16:21 - mmengine - INFO - Epoch(train) [3][8020/9365] lr: 3.8618e-01 eta: 1 day, 15:25:19 time: 1.0897 data_time: 0.2268 memory: 16132 grad_norm: 0.8593 loss: 3.3096 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.3096 2023/07/20 03:16:43 - mmengine - INFO - Epoch(train) [3][8040/9365] lr: 3.8616e-01 eta: 1 day, 15:25:55 time: 1.0569 data_time: 0.2092 memory: 16132 grad_norm: 0.8687 loss: 3.3215 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.3215 2023/07/20 03:17:05 - mmengine - INFO - Epoch(train) [3][8060/9365] lr: 3.8614e-01 eta: 1 day, 15:26:38 time: 1.1048 data_time: 0.2034 memory: 16132 grad_norm: 0.8692 loss: 3.2790 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.2790 2023/07/20 03:17:25 - mmengine - INFO - Epoch(train) [3][8080/9365] lr: 3.8612e-01 eta: 1 day, 15:27:07 time: 1.0105 data_time: 0.1991 memory: 16132 grad_norm: 0.8878 loss: 3.1603 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 3.1603 2023/07/20 03:17:42 - mmengine - INFO - Epoch(train) [3][8100/9365] lr: 3.8610e-01 eta: 1 day, 15:27:16 time: 0.8750 data_time: 0.1739 memory: 16132 grad_norm: 0.8853 loss: 3.2477 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.2477 2023/07/20 03:18:03 - mmengine - INFO - Epoch(train) [3][8120/9365] lr: 3.8608e-01 eta: 1 day, 15:27:44 time: 1.0072 data_time: 0.1946 memory: 16132 grad_norm: 0.8715 loss: 3.3465 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.3465 2023/07/20 03:18:23 - mmengine - INFO - Epoch(train) [3][8140/9365] lr: 3.8606e-01 eta: 1 day, 15:28:16 time: 1.0284 data_time: 0.2056 memory: 16132 grad_norm: 0.8768 loss: 3.2351 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.2351 2023/07/20 03:18:43 - mmengine - INFO - Epoch(train) [3][8160/9365] lr: 3.8604e-01 eta: 1 day, 15:28:40 time: 0.9825 data_time: 0.2455 memory: 16132 grad_norm: 0.8668 loss: 3.2881 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.2881 2023/07/20 03:19:05 - mmengine - INFO - Epoch(train) [3][8180/9365] lr: 3.8602e-01 eta: 1 day, 15:29:21 time: 1.0895 data_time: 0.2164 memory: 16132 grad_norm: 0.8680 loss: 3.2493 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.2493 2023/07/20 03:19:28 - mmengine - INFO - Epoch(train) [3][8200/9365] lr: 3.8600e-01 eta: 1 day, 15:30:16 time: 1.1943 data_time: 0.2457 memory: 16132 grad_norm: 0.8880 loss: 3.3952 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.3952 2023/07/20 03:19:50 - mmengine - INFO - Epoch(train) [3][8220/9365] lr: 3.8598e-01 eta: 1 day, 15:30:57 time: 1.0924 data_time: 0.2342 memory: 16132 grad_norm: 0.8707 loss: 3.2056 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2056 2023/07/20 03:20:11 - mmengine - INFO - Epoch(train) [3][8240/9365] lr: 3.8596e-01 eta: 1 day, 15:31:26 time: 1.0193 data_time: 0.2127 memory: 16132 grad_norm: 0.8640 loss: 3.3186 top1_acc: 0.1250 top5_acc: 0.5312 loss_cls: 3.3186 2023/07/20 03:20:31 - mmengine - INFO - Epoch(train) [3][8260/9365] lr: 3.8594e-01 eta: 1 day, 15:31:55 time: 1.0166 data_time: 0.2216 memory: 16132 grad_norm: 0.8849 loss: 3.3003 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.3003 2023/07/20 03:20:41 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 03:20:52 - mmengine - INFO - Epoch(train) [3][8280/9365] lr: 3.8592e-01 eta: 1 day, 15:32:31 time: 1.0586 data_time: 0.1769 memory: 16132 grad_norm: 0.8499 loss: 3.2554 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2554 2023/07/20 03:21:16 - mmengine - INFO - Epoch(train) [3][8300/9365] lr: 3.8590e-01 eta: 1 day, 15:33:28 time: 1.2105 data_time: 0.1954 memory: 16132 grad_norm: 0.8943 loss: 3.3786 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.3786 2023/07/20 03:21:37 - mmengine - INFO - Epoch(train) [3][8320/9365] lr: 3.8588e-01 eta: 1 day, 15:34:00 time: 1.0347 data_time: 0.2007 memory: 16132 grad_norm: 0.8851 loss: 3.3292 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.3292 2023/07/20 03:21:56 - mmengine - INFO - Epoch(train) [3][8340/9365] lr: 3.8585e-01 eta: 1 day, 15:34:14 time: 0.9189 data_time: 0.2043 memory: 16132 grad_norm: 0.8685 loss: 3.1434 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.1434 2023/07/20 03:22:16 - mmengine - INFO - Epoch(train) [3][8360/9365] lr: 3.8583e-01 eta: 1 day, 15:34:47 time: 1.0470 data_time: 0.2104 memory: 16132 grad_norm: 0.8914 loss: 3.1628 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1628 2023/07/20 03:22:37 - mmengine - INFO - Epoch(train) [3][8380/9365] lr: 3.8581e-01 eta: 1 day, 15:35:17 time: 1.0251 data_time: 0.1734 memory: 16132 grad_norm: 0.8744 loss: 3.2376 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.2376 2023/07/20 03:23:00 - mmengine - INFO - Epoch(train) [3][8400/9365] lr: 3.8579e-01 eta: 1 day, 15:36:05 time: 1.1438 data_time: 0.1666 memory: 16132 grad_norm: 0.8866 loss: 3.2136 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2136 2023/07/20 03:23:13 - mmengine - INFO - Epoch(train) [3][8420/9365] lr: 3.8577e-01 eta: 1 day, 15:35:39 time: 0.6484 data_time: 0.1209 memory: 16132 grad_norm: 0.8738 loss: 3.2068 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2068 2023/07/20 03:23:26 - mmengine - INFO - Epoch(train) [3][8440/9365] lr: 3.8575e-01 eta: 1 day, 15:35:19 time: 0.6801 data_time: 0.0954 memory: 16132 grad_norm: 0.8775 loss: 3.2898 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.2898 2023/07/20 03:23:40 - mmengine - INFO - Epoch(train) [3][8460/9365] lr: 3.8573e-01 eta: 1 day, 15:35:00 time: 0.6866 data_time: 0.0773 memory: 16132 grad_norm: 0.8749 loss: 3.3729 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.3729 2023/07/20 03:23:54 - mmengine - INFO - Epoch(train) [3][8480/9365] lr: 3.8571e-01 eta: 1 day, 15:34:39 time: 0.6822 data_time: 0.0761 memory: 16132 grad_norm: 0.8718 loss: 3.3082 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.3082 2023/07/20 03:24:08 - mmengine - INFO - Epoch(train) [3][8500/9365] lr: 3.8569e-01 eta: 1 day, 15:34:26 time: 0.7274 data_time: 0.1434 memory: 16132 grad_norm: 0.8711 loss: 3.1780 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1780 2023/07/20 03:24:23 - mmengine - INFO - Epoch(train) [3][8520/9365] lr: 3.8567e-01 eta: 1 day, 15:34:13 time: 0.7295 data_time: 0.1272 memory: 16132 grad_norm: 0.8749 loss: 3.2172 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.2172 2023/07/20 03:24:44 - mmengine - INFO - Epoch(train) [3][8540/9365] lr: 3.8565e-01 eta: 1 day, 15:34:44 time: 1.0373 data_time: 0.2219 memory: 16132 grad_norm: 0.8832 loss: 3.2377 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2377 2023/07/20 03:25:06 - mmengine - INFO - Epoch(train) [3][8560/9365] lr: 3.8563e-01 eta: 1 day, 15:35:23 time: 1.0901 data_time: 0.2529 memory: 16132 grad_norm: 0.8739 loss: 3.2767 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2767 2023/07/20 03:25:30 - mmengine - INFO - Epoch(train) [3][8580/9365] lr: 3.8561e-01 eta: 1 day, 15:36:22 time: 1.2273 data_time: 0.2455 memory: 16132 grad_norm: 0.8633 loss: 3.1879 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1879 2023/07/20 03:25:54 - mmengine - INFO - Epoch(train) [3][8600/9365] lr: 3.8558e-01 eta: 1 day, 15:37:16 time: 1.1997 data_time: 0.2821 memory: 16132 grad_norm: 0.8737 loss: 3.1065 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1065 2023/07/20 03:26:19 - mmengine - INFO - Epoch(train) [3][8620/9365] lr: 3.8556e-01 eta: 1 day, 15:38:13 time: 1.2191 data_time: 0.2667 memory: 16132 grad_norm: 0.8962 loss: 3.1826 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1826 2023/07/20 03:26:41 - mmengine - INFO - Epoch(train) [3][8640/9365] lr: 3.8554e-01 eta: 1 day, 15:39:00 time: 1.1457 data_time: 0.2834 memory: 16132 grad_norm: 0.8660 loss: 3.3312 top1_acc: 0.3125 top5_acc: 0.4062 loss_cls: 3.3312 2023/07/20 03:27:03 - mmengine - INFO - Epoch(train) [3][8660/9365] lr: 3.8552e-01 eta: 1 day, 15:39:35 time: 1.0657 data_time: 0.2270 memory: 16132 grad_norm: 0.8804 loss: 3.2583 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.2583 2023/07/20 03:27:22 - mmengine - INFO - Epoch(train) [3][8680/9365] lr: 3.8550e-01 eta: 1 day, 15:39:57 time: 0.9800 data_time: 0.2143 memory: 16132 grad_norm: 0.8778 loss: 3.3070 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.3070 2023/07/20 03:27:42 - mmengine - INFO - Epoch(train) [3][8700/9365] lr: 3.8548e-01 eta: 1 day, 15:40:19 time: 0.9711 data_time: 0.2531 memory: 16132 grad_norm: 0.8822 loss: 3.2180 top1_acc: 0.1250 top5_acc: 0.5625 loss_cls: 3.2180 2023/07/20 03:28:01 - mmengine - INFO - Epoch(train) [3][8720/9365] lr: 3.8546e-01 eta: 1 day, 15:40:40 time: 0.9719 data_time: 0.2294 memory: 16132 grad_norm: 0.8607 loss: 3.2576 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.2576 2023/07/20 03:28:18 - mmengine - INFO - Epoch(train) [3][8740/9365] lr: 3.8544e-01 eta: 1 day, 15:40:45 time: 0.8620 data_time: 0.1706 memory: 16132 grad_norm: 0.8961 loss: 3.2358 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.2358 2023/07/20 03:28:36 - mmengine - INFO - Epoch(train) [3][8760/9365] lr: 3.8542e-01 eta: 1 day, 15:40:51 time: 0.8677 data_time: 0.1645 memory: 16132 grad_norm: 0.8725 loss: 3.2220 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.2220 2023/07/20 03:28:56 - mmengine - INFO - Epoch(train) [3][8780/9365] lr: 3.8540e-01 eta: 1 day, 15:41:19 time: 1.0204 data_time: 0.2172 memory: 16132 grad_norm: 0.8881 loss: 3.2603 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 3.2603 2023/07/20 03:29:16 - mmengine - INFO - Epoch(train) [3][8800/9365] lr: 3.8538e-01 eta: 1 day, 15:41:43 time: 0.9905 data_time: 0.2124 memory: 16132 grad_norm: 0.8938 loss: 3.1748 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1748 2023/07/20 03:29:36 - mmengine - INFO - Epoch(train) [3][8820/9365] lr: 3.8535e-01 eta: 1 day, 15:42:11 time: 1.0198 data_time: 0.1873 memory: 16132 grad_norm: 0.8690 loss: 3.2551 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2551 2023/07/20 03:29:57 - mmengine - INFO - Epoch(train) [3][8840/9365] lr: 3.8533e-01 eta: 1 day, 15:42:39 time: 1.0242 data_time: 0.1891 memory: 16132 grad_norm: 0.8690 loss: 3.2085 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.2085 2023/07/20 03:30:18 - mmengine - INFO - Epoch(train) [3][8860/9365] lr: 3.8531e-01 eta: 1 day, 15:43:12 time: 1.0604 data_time: 0.1964 memory: 16132 grad_norm: 0.8609 loss: 3.1690 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1690 2023/07/20 03:30:39 - mmengine - INFO - Epoch(train) [3][8880/9365] lr: 3.8529e-01 eta: 1 day, 15:43:43 time: 1.0424 data_time: 0.2038 memory: 16132 grad_norm: 0.8756 loss: 3.2345 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 3.2345 2023/07/20 03:30:59 - mmengine - INFO - Epoch(train) [3][8900/9365] lr: 3.8527e-01 eta: 1 day, 15:44:05 time: 0.9767 data_time: 0.1799 memory: 16132 grad_norm: 0.8794 loss: 3.2302 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.2302 2023/07/20 03:31:19 - mmengine - INFO - Epoch(train) [3][8920/9365] lr: 3.8525e-01 eta: 1 day, 15:44:32 time: 1.0188 data_time: 0.1819 memory: 16132 grad_norm: 0.8674 loss: 3.2596 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.2596 2023/07/20 03:31:40 - mmengine - INFO - Epoch(train) [3][8940/9365] lr: 3.8523e-01 eta: 1 day, 15:45:04 time: 1.0504 data_time: 0.1982 memory: 16132 grad_norm: 0.8820 loss: 3.2542 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2542 2023/07/20 03:32:01 - mmengine - INFO - Epoch(train) [3][8960/9365] lr: 3.8521e-01 eta: 1 day, 15:45:39 time: 1.0793 data_time: 0.2393 memory: 16132 grad_norm: 0.8745 loss: 3.4239 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.4239 2023/07/20 03:32:22 - mmengine - INFO - Epoch(train) [3][8980/9365] lr: 3.8519e-01 eta: 1 day, 15:46:08 time: 1.0299 data_time: 0.2008 memory: 16132 grad_norm: 0.8782 loss: 3.1733 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1733 2023/07/20 03:32:43 - mmengine - INFO - Epoch(train) [3][9000/9365] lr: 3.8517e-01 eta: 1 day, 15:46:37 time: 1.0349 data_time: 0.2020 memory: 16132 grad_norm: 0.8919 loss: 3.2808 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.2808 2023/07/20 03:33:03 - mmengine - INFO - Epoch(train) [3][9020/9365] lr: 3.8514e-01 eta: 1 day, 15:47:01 time: 0.9943 data_time: 0.2095 memory: 16132 grad_norm: 0.8784 loss: 3.1651 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1651 2023/07/20 03:33:22 - mmengine - INFO - Epoch(train) [3][9040/9365] lr: 3.8512e-01 eta: 1 day, 15:47:23 time: 0.9887 data_time: 0.1787 memory: 16132 grad_norm: 0.8801 loss: 3.0348 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0348 2023/07/20 03:33:38 - mmengine - INFO - Epoch(train) [3][9060/9365] lr: 3.8510e-01 eta: 1 day, 15:47:18 time: 0.7958 data_time: 0.1446 memory: 16132 grad_norm: 0.8634 loss: 3.1714 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.1714 2023/07/20 03:33:51 - mmengine - INFO - Epoch(train) [3][9080/9365] lr: 3.8508e-01 eta: 1 day, 15:46:53 time: 0.6481 data_time: 0.0844 memory: 16132 grad_norm: 0.8858 loss: 3.1236 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 3.1236 2023/07/20 03:34:04 - mmengine - INFO - Epoch(train) [3][9100/9365] lr: 3.8506e-01 eta: 1 day, 15:46:24 time: 0.6243 data_time: 0.0909 memory: 16132 grad_norm: 0.8820 loss: 3.2374 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.2374 2023/07/20 03:34:18 - mmengine - INFO - Epoch(train) [3][9120/9365] lr: 3.8504e-01 eta: 1 day, 15:46:07 time: 0.7096 data_time: 0.0982 memory: 16132 grad_norm: 0.8626 loss: 3.1727 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1727 2023/07/20 03:34:31 - mmengine - INFO - Epoch(train) [3][9140/9365] lr: 3.8502e-01 eta: 1 day, 15:45:42 time: 0.6542 data_time: 0.1008 memory: 16132 grad_norm: 0.8895 loss: 3.3155 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.3155 2023/07/20 03:34:45 - mmengine - INFO - Epoch(train) [3][9160/9365] lr: 3.8500e-01 eta: 1 day, 15:45:23 time: 0.6973 data_time: 0.0836 memory: 16132 grad_norm: 0.8735 loss: 3.3249 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.3249 2023/07/20 03:35:03 - mmengine - INFO - Epoch(train) [3][9180/9365] lr: 3.8497e-01 eta: 1 day, 15:45:30 time: 0.8768 data_time: 0.2110 memory: 16132 grad_norm: 0.8792 loss: 3.3462 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.3462 2023/07/20 03:35:24 - mmengine - INFO - Epoch(train) [3][9200/9365] lr: 3.8495e-01 eta: 1 day, 15:46:06 time: 1.0884 data_time: 0.2297 memory: 16132 grad_norm: 0.8637 loss: 3.1868 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 3.1868 2023/07/20 03:35:48 - mmengine - INFO - Epoch(train) [3][9220/9365] lr: 3.8493e-01 eta: 1 day, 15:46:55 time: 1.1755 data_time: 0.2547 memory: 16132 grad_norm: 0.8724 loss: 3.2179 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 3.2179 2023/07/20 03:36:13 - mmengine - INFO - Epoch(train) [3][9240/9365] lr: 3.8491e-01 eta: 1 day, 15:47:54 time: 1.2522 data_time: 0.2922 memory: 16132 grad_norm: 0.8892 loss: 3.3777 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.3777 2023/07/20 03:36:36 - mmengine - INFO - Epoch(train) [3][9260/9365] lr: 3.8489e-01 eta: 1 day, 15:48:39 time: 1.1548 data_time: 0.2447 memory: 16132 grad_norm: 0.8935 loss: 3.1907 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1907 2023/07/20 03:36:47 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 03:37:00 - mmengine - INFO - Epoch(train) [3][9280/9365] lr: 3.8487e-01 eta: 1 day, 15:49:28 time: 1.1807 data_time: 0.2652 memory: 16132 grad_norm: 0.8870 loss: 3.1661 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.1661 2023/07/20 03:37:22 - mmengine - INFO - Epoch(train) [3][9300/9365] lr: 3.8485e-01 eta: 1 day, 15:50:11 time: 1.1387 data_time: 0.2828 memory: 16132 grad_norm: 0.8896 loss: 3.2055 top1_acc: 0.3438 top5_acc: 0.4375 loss_cls: 3.2055 2023/07/20 03:37:44 - mmengine - INFO - Epoch(train) [3][9320/9365] lr: 3.8483e-01 eta: 1 day, 15:50:43 time: 1.0565 data_time: 0.2478 memory: 16132 grad_norm: 0.8746 loss: 3.2421 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2421 2023/07/20 03:38:05 - mmengine - INFO - Epoch(train) [3][9340/9365] lr: 3.8480e-01 eta: 1 day, 15:51:17 time: 1.0823 data_time: 0.2467 memory: 16132 grad_norm: 0.8898 loss: 3.2976 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.2976 2023/07/20 03:38:25 - mmengine - INFO - Epoch(train) [3][9360/9365] lr: 3.8478e-01 eta: 1 day, 15:51:40 time: 0.9922 data_time: 0.2182 memory: 16132 grad_norm: 0.8874 loss: 3.3345 top1_acc: 0.1562 top5_acc: 0.3125 loss_cls: 3.3345 2023/07/20 03:38:29 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 03:38:29 - mmengine - INFO - Epoch(train) [3][9365/9365] lr: 3.8478e-01 eta: 1 day, 15:51:36 time: 0.8936 data_time: 0.2092 memory: 16132 grad_norm: 0.9044 loss: 3.3213 top1_acc: 0.3333 top5_acc: 0.7083 loss_cls: 3.3213 2023/07/20 03:38:29 - mmengine - INFO - Saving checkpoint at 3 epochs 2023/07/20 03:38:54 - mmengine - INFO - Epoch(val) [3][20/78] eta: 0:01:06 time: 1.1436 data_time: 0.6948 memory: 3721 2023/07/20 03:39:09 - mmengine - INFO - Epoch(val) [3][40/78] eta: 0:00:36 time: 0.7511 data_time: 0.2554 memory: 3721 2023/07/20 03:39:26 - mmengine - INFO - Epoch(val) [3][60/78] eta: 0:00:16 time: 0.8580 data_time: 0.3487 memory: 3721 2023/07/20 03:39:41 - mmengine - INFO - Epoch(val) [3][78/78] acc/top1: 0.1744 acc/top5: 0.3938 acc/mean1: 0.1744 data_time: 0.4102 time: 0.8602 2023/07/20 03:39:41 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/daiwenxun/mmlab/mmaction2/work_dirs/slowonly_r50_8xb32-u48-240e_k400-keypoint/best_acc_top1_epoch_1.pth is removed 2023/07/20 03:39:42 - mmengine - INFO - The best checkpoint with 0.1744 acc/top1 at 3 epoch is saved to best_acc_top1_epoch_3.pth. 2023/07/20 03:40:09 - mmengine - INFO - Epoch(train) [4][ 20/9365] lr: 3.8476e-01 eta: 1 day, 15:52:46 time: 1.3359 data_time: 0.5332 memory: 16132 grad_norm: 0.8658 loss: 3.2065 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.2065 2023/07/20 03:40:27 - mmengine - INFO - Epoch(train) [4][ 40/9365] lr: 3.8473e-01 eta: 1 day, 15:52:59 time: 0.9275 data_time: 0.1903 memory: 16132 grad_norm: 0.8580 loss: 3.1515 top1_acc: 0.3438 top5_acc: 0.4375 loss_cls: 3.1515 2023/07/20 03:40:45 - mmengine - INFO - Epoch(train) [4][ 60/9365] lr: 3.8471e-01 eta: 1 day, 15:53:07 time: 0.8892 data_time: 0.1757 memory: 16132 grad_norm: 0.8833 loss: 3.1963 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1963 2023/07/20 03:41:05 - mmengine - INFO - Epoch(train) [4][ 80/9365] lr: 3.8469e-01 eta: 1 day, 15:53:28 time: 0.9895 data_time: 0.2157 memory: 16132 grad_norm: 0.8912 loss: 3.1219 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1219 2023/07/20 03:41:24 - mmengine - INFO - Epoch(train) [4][ 100/9365] lr: 3.8467e-01 eta: 1 day, 15:53:49 time: 0.9819 data_time: 0.2052 memory: 16132 grad_norm: 0.8709 loss: 3.1824 top1_acc: 0.1875 top5_acc: 0.3125 loss_cls: 3.1824 2023/07/20 03:41:43 - mmengine - INFO - Epoch(train) [4][ 120/9365] lr: 3.8465e-01 eta: 1 day, 15:53:58 time: 0.9042 data_time: 0.1854 memory: 16132 grad_norm: 0.8803 loss: 3.2636 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2636 2023/07/20 03:42:03 - mmengine - INFO - Epoch(train) [4][ 140/9365] lr: 3.8463e-01 eta: 1 day, 15:54:26 time: 1.0368 data_time: 0.2070 memory: 16132 grad_norm: 0.8939 loss: 3.1947 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.1947 2023/07/20 03:42:24 - mmengine - INFO - Epoch(train) [4][ 160/9365] lr: 3.8461e-01 eta: 1 day, 15:54:53 time: 1.0290 data_time: 0.2376 memory: 16132 grad_norm: 0.9067 loss: 3.1868 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1868 2023/07/20 03:42:48 - mmengine - INFO - Epoch(train) [4][ 180/9365] lr: 3.8458e-01 eta: 1 day, 15:55:46 time: 1.2148 data_time: 0.2308 memory: 16132 grad_norm: 0.8827 loss: 3.2654 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2654 2023/07/20 03:43:13 - mmengine - INFO - Epoch(train) [4][ 200/9365] lr: 3.8456e-01 eta: 1 day, 15:56:46 time: 1.2675 data_time: 0.2795 memory: 16132 grad_norm: 0.8712 loss: 3.3435 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3435 2023/07/20 03:43:35 - mmengine - INFO - Epoch(train) [4][ 220/9365] lr: 3.8454e-01 eta: 1 day, 15:57:22 time: 1.0978 data_time: 0.2632 memory: 16132 grad_norm: 0.8602 loss: 3.1776 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.1776 2023/07/20 03:43:56 - mmengine - INFO - Epoch(train) [4][ 240/9365] lr: 3.8452e-01 eta: 1 day, 15:57:49 time: 1.0351 data_time: 0.2546 memory: 16132 grad_norm: 0.8895 loss: 3.3421 top1_acc: 0.1250 top5_acc: 0.3438 loss_cls: 3.3421 2023/07/20 03:44:16 - mmengine - INFO - Epoch(train) [4][ 260/9365] lr: 3.8450e-01 eta: 1 day, 15:58:14 time: 1.0168 data_time: 0.1975 memory: 16132 grad_norm: 0.8883 loss: 3.3058 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3058 2023/07/20 03:44:37 - mmengine - INFO - Epoch(train) [4][ 280/9365] lr: 3.8448e-01 eta: 1 day, 15:58:41 time: 1.0384 data_time: 0.1981 memory: 16132 grad_norm: 0.8814 loss: 3.3702 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.3702 2023/07/20 03:44:58 - mmengine - INFO - Epoch(train) [4][ 300/9365] lr: 3.8445e-01 eta: 1 day, 15:59:12 time: 1.0595 data_time: 0.2055 memory: 16132 grad_norm: 0.8752 loss: 3.1900 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1900 2023/07/20 03:45:21 - mmengine - INFO - Epoch(train) [4][ 320/9365] lr: 3.8443e-01 eta: 1 day, 15:59:54 time: 1.1456 data_time: 0.2398 memory: 16132 grad_norm: 0.8990 loss: 3.0101 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0101 2023/07/20 03:45:43 - mmengine - INFO - Epoch(train) [4][ 340/9365] lr: 3.8441e-01 eta: 1 day, 16:00:26 time: 1.0700 data_time: 0.2175 memory: 16132 grad_norm: 0.8966 loss: 3.1918 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 3.1918 2023/07/20 03:46:03 - mmengine - INFO - Epoch(train) [4][ 360/9365] lr: 3.8439e-01 eta: 1 day, 16:00:51 time: 1.0204 data_time: 0.2518 memory: 16132 grad_norm: 0.8604 loss: 3.1512 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1512 2023/07/20 03:46:16 - mmengine - INFO - Epoch(train) [4][ 380/9365] lr: 3.8437e-01 eta: 1 day, 16:00:22 time: 0.6282 data_time: 0.1244 memory: 16132 grad_norm: 0.8832 loss: 3.2416 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.2416 2023/07/20 03:46:29 - mmengine - INFO - Epoch(train) [4][ 400/9365] lr: 3.8435e-01 eta: 1 day, 15:59:58 time: 0.6683 data_time: 0.1233 memory: 16132 grad_norm: 0.8797 loss: 3.2758 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2758 2023/07/20 03:46:42 - mmengine - INFO - Epoch(train) [4][ 420/9365] lr: 3.8432e-01 eta: 1 day, 15:59:34 time: 0.6633 data_time: 0.0858 memory: 16132 grad_norm: 0.8985 loss: 3.2123 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2123 2023/07/20 03:46:57 - mmengine - INFO - Epoch(train) [4][ 440/9365] lr: 3.8430e-01 eta: 1 day, 15:59:18 time: 0.7244 data_time: 0.1247 memory: 16132 grad_norm: 0.8899 loss: 3.2165 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.2165 2023/07/20 03:47:11 - mmengine - INFO - Epoch(train) [4][ 460/9365] lr: 3.8428e-01 eta: 1 day, 15:58:58 time: 0.6940 data_time: 0.0793 memory: 16132 grad_norm: 0.8623 loss: 3.2787 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.2787 2023/07/20 03:47:25 - mmengine - INFO - Epoch(train) [4][ 480/9365] lr: 3.8426e-01 eta: 1 day, 15:58:39 time: 0.7013 data_time: 0.1115 memory: 16132 grad_norm: 0.8754 loss: 3.2358 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.2358 2023/07/20 03:47:44 - mmengine - INFO - Epoch(train) [4][ 500/9365] lr: 3.8424e-01 eta: 1 day, 15:58:54 time: 0.9500 data_time: 0.1898 memory: 16132 grad_norm: 0.8833 loss: 3.1456 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1456 2023/07/20 03:48:06 - mmengine - INFO - Epoch(train) [4][ 520/9365] lr: 3.8422e-01 eta: 1 day, 15:59:30 time: 1.1049 data_time: 0.2920 memory: 16132 grad_norm: 0.8868 loss: 3.2211 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.2211 2023/07/20 03:48:29 - mmengine - INFO - Epoch(train) [4][ 540/9365] lr: 3.8419e-01 eta: 1 day, 16:00:11 time: 1.1404 data_time: 0.2747 memory: 16132 grad_norm: 0.8822 loss: 3.2321 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.2321 2023/07/20 03:48:55 - mmengine - INFO - Epoch(train) [4][ 560/9365] lr: 3.8417e-01 eta: 1 day, 16:01:13 time: 1.2943 data_time: 0.3025 memory: 16132 grad_norm: 0.8670 loss: 3.2050 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.2050 2023/07/20 03:49:18 - mmengine - INFO - Epoch(train) [4][ 580/9365] lr: 3.8415e-01 eta: 1 day, 16:01:54 time: 1.1433 data_time: 0.2512 memory: 16132 grad_norm: 0.8665 loss: 3.3509 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.3509 2023/07/20 03:49:41 - mmengine - INFO - Epoch(train) [4][ 600/9365] lr: 3.8413e-01 eta: 1 day, 16:02:40 time: 1.1792 data_time: 0.2586 memory: 16132 grad_norm: 0.8645 loss: 3.2404 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2404 2023/07/20 03:50:01 - mmengine - INFO - Epoch(train) [4][ 620/9365] lr: 3.8411e-01 eta: 1 day, 16:03:04 time: 1.0160 data_time: 0.2512 memory: 16132 grad_norm: 0.8912 loss: 3.3337 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3337 2023/07/20 03:50:21 - mmengine - INFO - Epoch(train) [4][ 640/9365] lr: 3.8408e-01 eta: 1 day, 16:03:24 time: 0.9924 data_time: 0.2339 memory: 16132 grad_norm: 0.8617 loss: 3.2099 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.2099 2023/07/20 03:50:44 - mmengine - INFO - Epoch(train) [4][ 660/9365] lr: 3.8406e-01 eta: 1 day, 16:04:04 time: 1.1362 data_time: 0.3052 memory: 16132 grad_norm: 0.8994 loss: 3.2561 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2561 2023/07/20 03:51:04 - mmengine - INFO - Epoch(train) [4][ 680/9365] lr: 3.8404e-01 eta: 1 day, 16:04:26 time: 1.0034 data_time: 0.2560 memory: 16132 grad_norm: 0.8701 loss: 3.3142 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.3142 2023/07/20 03:51:23 - mmengine - INFO - Epoch(train) [4][ 700/9365] lr: 3.8402e-01 eta: 1 day, 16:04:39 time: 0.9417 data_time: 0.2242 memory: 16132 grad_norm: 0.8820 loss: 3.2789 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.2789 2023/07/20 03:51:43 - mmengine - INFO - Epoch(train) [4][ 720/9365] lr: 3.8400e-01 eta: 1 day, 16:04:58 time: 0.9850 data_time: 0.2234 memory: 16132 grad_norm: 0.8835 loss: 3.1486 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.1486 2023/07/20 03:52:00 - mmengine - INFO - Epoch(train) [4][ 740/9365] lr: 3.8398e-01 eta: 1 day, 16:05:01 time: 0.8698 data_time: 0.1971 memory: 16132 grad_norm: 0.8619 loss: 3.1257 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1257 2023/07/20 03:52:19 - mmengine - INFO - Epoch(train) [4][ 760/9365] lr: 3.8395e-01 eta: 1 day, 16:05:15 time: 0.9440 data_time: 0.2255 memory: 16132 grad_norm: 0.8890 loss: 3.2340 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.2340 2023/07/20 03:52:40 - mmengine - INFO - Epoch(train) [4][ 780/9365] lr: 3.8393e-01 eta: 1 day, 16:05:43 time: 1.0505 data_time: 0.1947 memory: 16132 grad_norm: 0.8863 loss: 3.2936 top1_acc: 0.1250 top5_acc: 0.3438 loss_cls: 3.2936 2023/07/20 03:53:01 - mmengine - INFO - Epoch(train) [4][ 800/9365] lr: 3.8391e-01 eta: 1 day, 16:06:10 time: 1.0444 data_time: 0.2672 memory: 16132 grad_norm: 0.8964 loss: 3.2157 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.2157 2023/07/20 03:53:20 - mmengine - INFO - Epoch(train) [4][ 820/9365] lr: 3.8389e-01 eta: 1 day, 16:06:28 time: 0.9804 data_time: 0.1752 memory: 16132 grad_norm: 0.8724 loss: 3.2420 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2420 2023/07/20 03:53:41 - mmengine - INFO - Epoch(train) [4][ 840/9365] lr: 3.8387e-01 eta: 1 day, 16:06:49 time: 1.0046 data_time: 0.2140 memory: 16132 grad_norm: 0.8810 loss: 3.1247 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1247 2023/07/20 03:54:00 - mmengine - INFO - Epoch(train) [4][ 860/9365] lr: 3.8384e-01 eta: 1 day, 16:07:04 time: 0.9528 data_time: 0.2215 memory: 16132 grad_norm: 0.8642 loss: 3.2663 top1_acc: 0.0938 top5_acc: 0.5938 loss_cls: 3.2663 2023/07/20 03:54:20 - mmengine - INFO - Epoch(train) [4][ 880/9365] lr: 3.8382e-01 eta: 1 day, 16:07:27 time: 1.0163 data_time: 0.2103 memory: 16132 grad_norm: 0.8791 loss: 3.1773 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1773 2023/07/20 03:54:40 - mmengine - INFO - Epoch(train) [4][ 900/9365] lr: 3.8380e-01 eta: 1 day, 16:07:47 time: 1.0019 data_time: 0.2027 memory: 16132 grad_norm: 0.8678 loss: 3.2893 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2893 2023/07/20 03:54:45 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 03:54:59 - mmengine - INFO - Epoch(train) [4][ 920/9365] lr: 3.8378e-01 eta: 1 day, 16:08:04 time: 0.9691 data_time: 0.1942 memory: 16132 grad_norm: 0.8648 loss: 3.2744 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2744 2023/07/20 03:55:21 - mmengine - INFO - Epoch(train) [4][ 940/9365] lr: 3.8376e-01 eta: 1 day, 16:08:37 time: 1.0963 data_time: 0.2425 memory: 16132 grad_norm: 0.8684 loss: 3.0937 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0937 2023/07/20 03:55:44 - mmengine - INFO - Epoch(train) [4][ 960/9365] lr: 3.8373e-01 eta: 1 day, 16:09:18 time: 1.1476 data_time: 0.2075 memory: 16132 grad_norm: 0.8925 loss: 3.2897 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.2897 2023/07/20 03:56:08 - mmengine - INFO - Epoch(train) [4][ 980/9365] lr: 3.8371e-01 eta: 1 day, 16:10:01 time: 1.1663 data_time: 0.2363 memory: 16132 grad_norm: 0.8703 loss: 3.1175 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1175 2023/07/20 03:56:25 - mmengine - INFO - Epoch(train) [4][1000/9365] lr: 3.8369e-01 eta: 1 day, 16:10:05 time: 0.8838 data_time: 0.1891 memory: 16132 grad_norm: 0.8982 loss: 3.2003 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.2003 2023/07/20 03:56:46 - mmengine - INFO - Epoch(train) [4][1020/9365] lr: 3.8367e-01 eta: 1 day, 16:10:33 time: 1.0562 data_time: 0.1822 memory: 16132 grad_norm: 0.8870 loss: 3.1881 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1881 2023/07/20 03:57:10 - mmengine - INFO - Epoch(train) [4][1040/9365] lr: 3.8364e-01 eta: 1 day, 16:11:16 time: 1.1717 data_time: 0.2038 memory: 16132 grad_norm: 0.8845 loss: 3.2204 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.2204 2023/07/20 03:57:31 - mmengine - INFO - Epoch(train) [4][1060/9365] lr: 3.8362e-01 eta: 1 day, 16:11:43 time: 1.0490 data_time: 0.2042 memory: 16132 grad_norm: 0.8594 loss: 3.1322 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.1322 2023/07/20 03:57:53 - mmengine - INFO - Epoch(train) [4][1080/9365] lr: 3.8360e-01 eta: 1 day, 16:12:14 time: 1.0845 data_time: 0.2262 memory: 16132 grad_norm: 0.8919 loss: 3.2672 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.2672 2023/07/20 03:58:09 - mmengine - INFO - Epoch(train) [4][1100/9365] lr: 3.8358e-01 eta: 1 day, 16:12:08 time: 0.8001 data_time: 0.1509 memory: 16132 grad_norm: 0.8800 loss: 3.1494 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.1494 2023/07/20 03:58:21 - mmengine - INFO - Epoch(train) [4][1120/9365] lr: 3.8356e-01 eta: 1 day, 16:11:38 time: 0.6288 data_time: 0.1082 memory: 16132 grad_norm: 0.8883 loss: 3.3070 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.3070 2023/07/20 03:58:34 - mmengine - INFO - Epoch(train) [4][1140/9365] lr: 3.8353e-01 eta: 1 day, 16:11:11 time: 0.6515 data_time: 0.1197 memory: 16132 grad_norm: 0.8817 loss: 3.3533 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.3533 2023/07/20 03:58:48 - mmengine - INFO - Epoch(train) [4][1160/9365] lr: 3.8351e-01 eta: 1 day, 16:10:52 time: 0.7040 data_time: 0.0926 memory: 16132 grad_norm: 0.8786 loss: 3.1903 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.1903 2023/07/20 03:59:03 - mmengine - INFO - Epoch(train) [4][1180/9365] lr: 3.8349e-01 eta: 1 day, 16:10:34 time: 0.7182 data_time: 0.0861 memory: 16132 grad_norm: 0.8866 loss: 3.1791 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1791 2023/07/20 03:59:16 - mmengine - INFO - Epoch(train) [4][1200/9365] lr: 3.8347e-01 eta: 1 day, 16:10:11 time: 0.6755 data_time: 0.1264 memory: 16132 grad_norm: 0.8647 loss: 3.3272 top1_acc: 0.1250 top5_acc: 0.3438 loss_cls: 3.3272 2023/07/20 03:59:32 - mmengine - INFO - Epoch(train) [4][1220/9365] lr: 3.8345e-01 eta: 1 day, 16:10:04 time: 0.7973 data_time: 0.1440 memory: 16132 grad_norm: 0.8905 loss: 3.2527 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.2527 2023/07/20 03:59:51 - mmengine - INFO - Epoch(train) [4][1240/9365] lr: 3.8342e-01 eta: 1 day, 16:10:19 time: 0.9650 data_time: 0.2044 memory: 16132 grad_norm: 0.8864 loss: 3.2849 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.2849 2023/07/20 04:00:14 - mmengine - INFO - Epoch(train) [4][1260/9365] lr: 3.8340e-01 eta: 1 day, 16:10:57 time: 1.1378 data_time: 0.2845 memory: 16132 grad_norm: 0.8705 loss: 3.2810 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.2810 2023/07/20 04:00:40 - mmengine - INFO - Epoch(train) [4][1280/9365] lr: 3.8338e-01 eta: 1 day, 16:11:54 time: 1.2774 data_time: 0.2420 memory: 16132 grad_norm: 0.8875 loss: 3.1946 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1946 2023/07/20 04:01:04 - mmengine - INFO - Epoch(train) [4][1300/9365] lr: 3.8336e-01 eta: 1 day, 16:12:43 time: 1.2250 data_time: 0.3068 memory: 16132 grad_norm: 0.8949 loss: 3.1593 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1593 2023/07/20 04:01:28 - mmengine - INFO - Epoch(train) [4][1320/9365] lr: 3.8333e-01 eta: 1 day, 16:13:29 time: 1.1943 data_time: 0.2566 memory: 16132 grad_norm: 0.8743 loss: 3.2208 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.2208 2023/07/20 04:01:51 - mmengine - INFO - Epoch(train) [4][1340/9365] lr: 3.8331e-01 eta: 1 day, 16:14:10 time: 1.1669 data_time: 0.2594 memory: 16132 grad_norm: 0.8880 loss: 3.2900 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2900 2023/07/20 04:02:14 - mmengine - INFO - Epoch(train) [4][1360/9365] lr: 3.8329e-01 eta: 1 day, 16:14:47 time: 1.1339 data_time: 0.2344 memory: 16132 grad_norm: 0.8911 loss: 3.1990 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.1990 2023/07/20 04:02:32 - mmengine - INFO - Epoch(train) [4][1380/9365] lr: 3.8327e-01 eta: 1 day, 16:14:56 time: 0.9174 data_time: 0.1965 memory: 16132 grad_norm: 0.8762 loss: 3.2457 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.2457 2023/07/20 04:02:49 - mmengine - INFO - Epoch(train) [4][1400/9365] lr: 3.8324e-01 eta: 1 day, 16:14:52 time: 0.8235 data_time: 0.1750 memory: 16132 grad_norm: 0.8855 loss: 3.2046 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2046 2023/07/20 04:03:06 - mmengine - INFO - Epoch(train) [4][1420/9365] lr: 3.8322e-01 eta: 1 day, 16:14:51 time: 0.8515 data_time: 0.2113 memory: 16132 grad_norm: 0.8891 loss: 3.1335 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 3.1335 2023/07/20 04:03:22 - mmengine - INFO - Epoch(train) [4][1440/9365] lr: 3.8320e-01 eta: 1 day, 16:14:42 time: 0.7851 data_time: 0.1914 memory: 16132 grad_norm: 0.8722 loss: 3.2073 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.2073 2023/07/20 04:03:40 - mmengine - INFO - Epoch(train) [4][1460/9365] lr: 3.8318e-01 eta: 1 day, 16:14:50 time: 0.9093 data_time: 0.1861 memory: 16132 grad_norm: 0.8614 loss: 3.3242 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.3242 2023/07/20 04:04:02 - mmengine - INFO - Epoch(train) [4][1480/9365] lr: 3.8315e-01 eta: 1 day, 16:15:25 time: 1.1271 data_time: 0.2254 memory: 16132 grad_norm: 0.8773 loss: 3.2803 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.2803 2023/07/20 04:04:21 - mmengine - INFO - Epoch(train) [4][1500/9365] lr: 3.8313e-01 eta: 1 day, 16:15:36 time: 0.9331 data_time: 0.1918 memory: 16132 grad_norm: 0.8885 loss: 3.2166 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2166 2023/07/20 04:04:37 - mmengine - INFO - Epoch(train) [4][1520/9365] lr: 3.8311e-01 eta: 1 day, 16:15:28 time: 0.7942 data_time: 0.1916 memory: 16132 grad_norm: 0.8596 loss: 3.2115 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2115 2023/07/20 04:04:57 - mmengine - INFO - Epoch(train) [4][1540/9365] lr: 3.8309e-01 eta: 1 day, 16:15:45 time: 0.9896 data_time: 0.2084 memory: 16132 grad_norm: 0.8927 loss: 3.2534 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.2534 2023/07/20 04:05:18 - mmengine - INFO - Epoch(train) [4][1560/9365] lr: 3.8306e-01 eta: 1 day, 16:16:14 time: 1.0765 data_time: 0.2647 memory: 16132 grad_norm: 0.8751 loss: 3.2721 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2721 2023/07/20 04:05:40 - mmengine - INFO - Epoch(train) [4][1580/9365] lr: 3.8304e-01 eta: 1 day, 16:16:43 time: 1.0731 data_time: 0.2203 memory: 16132 grad_norm: 0.8877 loss: 3.2974 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.2974 2023/07/20 04:06:01 - mmengine - INFO - Epoch(train) [4][1600/9365] lr: 3.8302e-01 eta: 1 day, 16:17:12 time: 1.0811 data_time: 0.2421 memory: 16132 grad_norm: 0.8839 loss: 3.1703 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1703 2023/07/20 04:06:21 - mmengine - INFO - Epoch(train) [4][1620/9365] lr: 3.8300e-01 eta: 1 day, 16:17:28 time: 0.9778 data_time: 0.2041 memory: 16132 grad_norm: 0.8907 loss: 3.1609 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 3.1609 2023/07/20 04:06:40 - mmengine - INFO - Epoch(train) [4][1640/9365] lr: 3.8297e-01 eta: 1 day, 16:17:42 time: 0.9617 data_time: 0.2019 memory: 16132 grad_norm: 0.8891 loss: 3.3031 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.3031 2023/07/20 04:07:01 - mmengine - INFO - Epoch(train) [4][1660/9365] lr: 3.8295e-01 eta: 1 day, 16:18:09 time: 1.0634 data_time: 0.2055 memory: 16132 grad_norm: 0.8591 loss: 3.2818 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.2818 2023/07/20 04:07:22 - mmengine - INFO - Epoch(train) [4][1680/9365] lr: 3.8293e-01 eta: 1 day, 16:18:31 time: 1.0284 data_time: 0.2311 memory: 16132 grad_norm: 0.8977 loss: 3.1712 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.1712 2023/07/20 04:07:43 - mmengine - INFO - Epoch(train) [4][1700/9365] lr: 3.8291e-01 eta: 1 day, 16:18:53 time: 1.0232 data_time: 0.2427 memory: 16132 grad_norm: 0.8849 loss: 3.1355 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1355 2023/07/20 04:08:02 - mmengine - INFO - Epoch(train) [4][1720/9365] lr: 3.8288e-01 eta: 1 day, 16:19:09 time: 0.9765 data_time: 0.1981 memory: 16132 grad_norm: 0.9020 loss: 3.3757 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3757 2023/07/20 04:08:22 - mmengine - INFO - Epoch(train) [4][1740/9365] lr: 3.8286e-01 eta: 1 day, 16:19:25 time: 0.9875 data_time: 0.1864 memory: 16132 grad_norm: 0.9002 loss: 3.3200 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.3200 2023/07/20 04:08:51 - mmengine - INFO - Epoch(train) [4][1760/9365] lr: 3.8284e-01 eta: 1 day, 16:20:41 time: 1.4397 data_time: 0.1616 memory: 16132 grad_norm: 0.8686 loss: 3.3993 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.3993 2023/07/20 04:09:03 - mmengine - INFO - Epoch(train) [4][1780/9365] lr: 3.8282e-01 eta: 1 day, 16:20:10 time: 0.6191 data_time: 0.1217 memory: 16132 grad_norm: 0.8949 loss: 3.2633 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.2633 2023/07/20 04:09:16 - mmengine - INFO - Epoch(train) [4][1800/9365] lr: 3.8279e-01 eta: 1 day, 16:19:46 time: 0.6737 data_time: 0.1137 memory: 16132 grad_norm: 0.8637 loss: 3.3199 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3199 2023/07/20 04:09:29 - mmengine - INFO - Epoch(train) [4][1820/9365] lr: 3.8277e-01 eta: 1 day, 16:19:16 time: 0.6279 data_time: 0.1309 memory: 16132 grad_norm: 0.8662 loss: 3.1494 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.1494 2023/07/20 04:09:43 - mmengine - INFO - Epoch(train) [4][1840/9365] lr: 3.8275e-01 eta: 1 day, 16:18:54 time: 0.6933 data_time: 0.1024 memory: 16132 grad_norm: 0.8874 loss: 3.2159 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.2159 2023/07/20 04:09:57 - mmengine - INFO - Epoch(train) [4][1860/9365] lr: 3.8273e-01 eta: 1 day, 16:18:32 time: 0.6878 data_time: 0.1231 memory: 16132 grad_norm: 0.8473 loss: 3.2708 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.2708 2023/07/20 04:10:11 - mmengine - INFO - Epoch(train) [4][1880/9365] lr: 3.8270e-01 eta: 1 day, 16:18:15 time: 0.7312 data_time: 0.1115 memory: 16132 grad_norm: 0.8916 loss: 3.1433 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.1433 2023/07/20 04:10:28 - mmengine - INFO - Epoch(train) [4][1900/9365] lr: 3.8268e-01 eta: 1 day, 16:18:10 time: 0.8200 data_time: 0.1903 memory: 16132 grad_norm: 0.9232 loss: 3.1853 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.1853 2023/07/20 04:10:33 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 04:10:49 - mmengine - INFO - Epoch(train) [4][1920/9365] lr: 3.8266e-01 eta: 1 day, 16:18:35 time: 1.0524 data_time: 0.2083 memory: 16132 grad_norm: 0.8693 loss: 3.3008 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.3008 2023/07/20 04:11:12 - mmengine - INFO - Epoch(train) [4][1940/9365] lr: 3.8263e-01 eta: 1 day, 16:19:14 time: 1.1639 data_time: 0.2698 memory: 16132 grad_norm: 0.8817 loss: 3.3172 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.3172 2023/07/20 04:11:37 - mmengine - INFO - Epoch(train) [4][1960/9365] lr: 3.8261e-01 eta: 1 day, 16:20:02 time: 1.2294 data_time: 0.2621 memory: 16132 grad_norm: 0.8672 loss: 3.1949 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1949 2023/07/20 04:12:01 - mmengine - INFO - Epoch(train) [4][1980/9365] lr: 3.8259e-01 eta: 1 day, 16:20:47 time: 1.2050 data_time: 0.2784 memory: 16132 grad_norm: 0.8737 loss: 3.1646 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.1646 2023/07/20 04:12:24 - mmengine - INFO - Epoch(train) [4][2000/9365] lr: 3.8257e-01 eta: 1 day, 16:21:23 time: 1.1411 data_time: 0.2660 memory: 16132 grad_norm: 0.8766 loss: 3.1327 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.1327 2023/07/20 04:12:45 - mmengine - INFO - Epoch(train) [4][2020/9365] lr: 3.8254e-01 eta: 1 day, 16:21:52 time: 1.0863 data_time: 0.2597 memory: 16132 grad_norm: 0.8923 loss: 3.2616 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2616 2023/07/20 04:13:07 - mmengine - INFO - Epoch(train) [4][2040/9365] lr: 3.8252e-01 eta: 1 day, 16:22:18 time: 1.0638 data_time: 0.2383 memory: 16132 grad_norm: 0.8555 loss: 3.2092 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.2092 2023/07/20 04:13:25 - mmengine - INFO - Epoch(train) [4][2060/9365] lr: 3.8250e-01 eta: 1 day, 16:22:24 time: 0.9113 data_time: 0.2194 memory: 16132 grad_norm: 0.8760 loss: 3.3237 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.3237 2023/07/20 04:13:43 - mmengine - INFO - Epoch(train) [4][2080/9365] lr: 3.8247e-01 eta: 1 day, 16:22:28 time: 0.8896 data_time: 0.2070 memory: 16132 grad_norm: 0.8654 loss: 3.2291 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2291 2023/07/20 04:14:00 - mmengine - INFO - Epoch(train) [4][2100/9365] lr: 3.8245e-01 eta: 1 day, 16:22:28 time: 0.8702 data_time: 0.2506 memory: 16132 grad_norm: 0.9031 loss: 3.2589 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.2589 2023/07/20 04:14:19 - mmengine - INFO - Epoch(train) [4][2120/9365] lr: 3.8243e-01 eta: 1 day, 16:22:37 time: 0.9256 data_time: 0.2016 memory: 16132 grad_norm: 0.8828 loss: 3.3181 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.3181 2023/07/20 04:14:39 - mmengine - INFO - Epoch(train) [4][2140/9365] lr: 3.8241e-01 eta: 1 day, 16:22:59 time: 1.0347 data_time: 0.2236 memory: 16132 grad_norm: 0.8736 loss: 3.1875 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.1875 2023/07/20 04:15:01 - mmengine - INFO - Epoch(train) [4][2160/9365] lr: 3.8238e-01 eta: 1 day, 16:23:26 time: 1.0766 data_time: 0.2537 memory: 16132 grad_norm: 0.9095 loss: 3.2891 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.2891 2023/07/20 04:15:19 - mmengine - INFO - Epoch(train) [4][2180/9365] lr: 3.8236e-01 eta: 1 day, 16:23:34 time: 0.9290 data_time: 0.2154 memory: 16132 grad_norm: 0.8717 loss: 3.1339 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1339 2023/07/20 04:15:37 - mmengine - INFO - Epoch(train) [4][2200/9365] lr: 3.8234e-01 eta: 1 day, 16:23:40 time: 0.9047 data_time: 0.2087 memory: 16132 grad_norm: 0.8944 loss: 3.2964 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.2964 2023/07/20 04:15:54 - mmengine - INFO - Epoch(train) [4][2220/9365] lr: 3.8231e-01 eta: 1 day, 16:23:37 time: 0.8446 data_time: 0.1513 memory: 16132 grad_norm: 0.9063 loss: 3.2680 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.2680 2023/07/20 04:16:12 - mmengine - INFO - Epoch(train) [4][2240/9365] lr: 3.8229e-01 eta: 1 day, 16:23:40 time: 0.8870 data_time: 0.1865 memory: 16132 grad_norm: 0.8920 loss: 3.2370 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2370 2023/07/20 04:16:33 - mmengine - INFO - Epoch(train) [4][2260/9365] lr: 3.8227e-01 eta: 1 day, 16:24:05 time: 1.0611 data_time: 0.2138 memory: 16132 grad_norm: 0.8803 loss: 3.2257 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.2257 2023/07/20 04:16:52 - mmengine - INFO - Epoch(train) [4][2280/9365] lr: 3.8224e-01 eta: 1 day, 16:24:16 time: 0.9475 data_time: 0.2462 memory: 16132 grad_norm: 0.8661 loss: 3.2606 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.2606 2023/07/20 04:17:13 - mmengine - INFO - Epoch(train) [4][2300/9365] lr: 3.8222e-01 eta: 1 day, 16:24:36 time: 1.0220 data_time: 0.2173 memory: 16132 grad_norm: 0.8831 loss: 3.1432 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.1432 2023/07/20 04:17:35 - mmengine - INFO - Epoch(train) [4][2320/9365] lr: 3.8220e-01 eta: 1 day, 16:25:05 time: 1.0960 data_time: 0.2233 memory: 16132 grad_norm: 0.8824 loss: 2.9566 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9566 2023/07/20 04:17:56 - mmengine - INFO - Epoch(train) [4][2340/9365] lr: 3.8218e-01 eta: 1 day, 16:25:31 time: 1.0714 data_time: 0.2055 memory: 16132 grad_norm: 0.8789 loss: 3.1288 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1288 2023/07/20 04:18:15 - mmengine - INFO - Epoch(train) [4][2360/9365] lr: 3.8215e-01 eta: 1 day, 16:25:41 time: 0.9438 data_time: 0.1940 memory: 16132 grad_norm: 0.8868 loss: 3.1693 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1693 2023/07/20 04:18:35 - mmengine - INFO - Epoch(train) [4][2380/9365] lr: 3.8213e-01 eta: 1 day, 16:25:56 time: 0.9844 data_time: 0.2108 memory: 16132 grad_norm: 0.8771 loss: 3.2498 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2498 2023/07/20 04:18:56 - mmengine - INFO - Epoch(train) [4][2400/9365] lr: 3.8211e-01 eta: 1 day, 16:26:19 time: 1.0471 data_time: 0.2066 memory: 16132 grad_norm: 0.8781 loss: 3.1719 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1719 2023/07/20 04:19:17 - mmengine - INFO - Epoch(train) [4][2420/9365] lr: 3.8208e-01 eta: 1 day, 16:26:43 time: 1.0505 data_time: 0.2029 memory: 16132 grad_norm: 0.8897 loss: 3.2267 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2267 2023/07/20 04:19:41 - mmengine - INFO - Epoch(train) [4][2440/9365] lr: 3.8206e-01 eta: 1 day, 16:27:27 time: 1.2156 data_time: 0.2712 memory: 16132 grad_norm: 0.8713 loss: 3.2339 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.2339 2023/07/20 04:20:01 - mmengine - INFO - Epoch(train) [4][2460/9365] lr: 3.8204e-01 eta: 1 day, 16:27:42 time: 0.9842 data_time: 0.2210 memory: 16132 grad_norm: 0.9021 loss: 3.0994 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0994 2023/07/20 04:20:16 - mmengine - INFO - Epoch(train) [4][2480/9365] lr: 3.8201e-01 eta: 1 day, 16:27:30 time: 0.7776 data_time: 0.1680 memory: 16132 grad_norm: 0.8949 loss: 3.1772 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1772 2023/07/20 04:20:28 - mmengine - INFO - Epoch(train) [4][2500/9365] lr: 3.8199e-01 eta: 1 day, 16:26:58 time: 0.6115 data_time: 0.1214 memory: 16132 grad_norm: 0.8907 loss: 3.2351 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2351 2023/07/20 04:20:41 - mmengine - INFO - Epoch(train) [4][2520/9365] lr: 3.8197e-01 eta: 1 day, 16:26:29 time: 0.6412 data_time: 0.0934 memory: 16132 grad_norm: 0.8623 loss: 3.2170 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2170 2023/07/20 04:20:55 - mmengine - INFO - Epoch(train) [4][2540/9365] lr: 3.8194e-01 eta: 1 day, 16:26:07 time: 0.6975 data_time: 0.0958 memory: 16132 grad_norm: 0.8737 loss: 3.2221 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.2221 2023/07/20 04:21:10 - mmengine - INFO - Epoch(train) [4][2560/9365] lr: 3.8192e-01 eta: 1 day, 16:25:48 time: 0.7154 data_time: 0.0775 memory: 16132 grad_norm: 0.8965 loss: 3.0465 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.0465 2023/07/20 04:21:24 - mmengine - INFO - Epoch(train) [4][2580/9365] lr: 3.8190e-01 eta: 1 day, 16:25:32 time: 0.7450 data_time: 0.0941 memory: 16132 grad_norm: 0.8706 loss: 3.2337 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2337 2023/07/20 04:21:42 - mmengine - INFO - Epoch(train) [4][2600/9365] lr: 3.8187e-01 eta: 1 day, 16:25:32 time: 0.8687 data_time: 0.1225 memory: 16132 grad_norm: 0.8904 loss: 3.2436 top1_acc: 0.1875 top5_acc: 0.6562 loss_cls: 3.2436 2023/07/20 04:22:01 - mmengine - INFO - Epoch(train) [4][2620/9365] lr: 3.8185e-01 eta: 1 day, 16:25:42 time: 0.9473 data_time: 0.2117 memory: 16132 grad_norm: 0.8930 loss: 3.2173 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2173 2023/07/20 04:22:23 - mmengine - INFO - Epoch(train) [4][2640/9365] lr: 3.8183e-01 eta: 1 day, 16:26:11 time: 1.0990 data_time: 0.2668 memory: 16132 grad_norm: 0.8917 loss: 3.2156 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2156 2023/07/20 04:22:47 - mmengine - INFO - Epoch(train) [4][2660/9365] lr: 3.8180e-01 eta: 1 day, 16:26:52 time: 1.1902 data_time: 0.2565 memory: 16132 grad_norm: 0.8960 loss: 3.1346 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1346 2023/07/20 04:23:11 - mmengine - INFO - Epoch(train) [4][2680/9365] lr: 3.8178e-01 eta: 1 day, 16:27:35 time: 1.2119 data_time: 0.2860 memory: 16132 grad_norm: 0.9017 loss: 3.2559 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.2559 2023/07/20 04:23:36 - mmengine - INFO - Epoch(train) [4][2700/9365] lr: 3.8176e-01 eta: 1 day, 16:28:27 time: 1.2814 data_time: 0.2894 memory: 16132 grad_norm: 0.8876 loss: 3.2195 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.2195 2023/07/20 04:24:01 - mmengine - INFO - Epoch(train) [4][2720/9365] lr: 3.8173e-01 eta: 1 day, 16:29:11 time: 1.2204 data_time: 0.2554 memory: 16132 grad_norm: 0.8885 loss: 3.1625 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 3.1625 2023/07/20 04:24:24 - mmengine - INFO - Epoch(train) [4][2740/9365] lr: 3.8171e-01 eta: 1 day, 16:29:45 time: 1.1447 data_time: 0.2201 memory: 16132 grad_norm: 0.8929 loss: 3.1078 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1078 2023/07/20 04:24:43 - mmengine - INFO - Epoch(train) [4][2760/9365] lr: 3.8169e-01 eta: 1 day, 16:29:55 time: 0.9468 data_time: 0.2286 memory: 16132 grad_norm: 0.8805 loss: 3.2472 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.2472 2023/07/20 04:24:59 - mmengine - INFO - Epoch(train) [4][2780/9365] lr: 3.8166e-01 eta: 1 day, 16:29:50 time: 0.8366 data_time: 0.1999 memory: 16132 grad_norm: 0.8842 loss: 3.3451 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.3451 2023/07/20 04:25:15 - mmengine - INFO - Epoch(train) [4][2800/9365] lr: 3.8164e-01 eta: 1 day, 16:29:39 time: 0.7814 data_time: 0.1406 memory: 16132 grad_norm: 0.8764 loss: 3.2984 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2984 2023/07/20 04:25:29 - mmengine - INFO - Epoch(train) [4][2820/9365] lr: 3.8162e-01 eta: 1 day, 16:29:20 time: 0.7194 data_time: 0.1318 memory: 16132 grad_norm: 0.8919 loss: 3.2695 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2695 2023/07/20 04:25:44 - mmengine - INFO - Epoch(train) [4][2840/9365] lr: 3.8159e-01 eta: 1 day, 16:29:03 time: 0.7364 data_time: 0.1745 memory: 16132 grad_norm: 0.8879 loss: 3.2351 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.2351 2023/07/20 04:26:01 - mmengine - INFO - Epoch(train) [4][2860/9365] lr: 3.8157e-01 eta: 1 day, 16:28:58 time: 0.8307 data_time: 0.1689 memory: 16132 grad_norm: 0.8832 loss: 3.1086 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1086 2023/07/20 04:26:23 - mmengine - INFO - Epoch(train) [4][2880/9365] lr: 3.8155e-01 eta: 1 day, 16:29:27 time: 1.1080 data_time: 0.2245 memory: 16132 grad_norm: 0.8742 loss: 3.0492 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0492 2023/07/20 04:26:45 - mmengine - INFO - Epoch(train) [4][2900/9365] lr: 3.8152e-01 eta: 1 day, 16:29:55 time: 1.0931 data_time: 0.2551 memory: 16132 grad_norm: 0.8809 loss: 3.0489 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.0489 2023/07/20 04:26:50 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 04:27:06 - mmengine - INFO - Epoch(train) [4][2920/9365] lr: 3.8150e-01 eta: 1 day, 16:30:20 time: 1.0781 data_time: 0.2536 memory: 16132 grad_norm: 0.8865 loss: 3.2751 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 3.2751 2023/07/20 04:27:26 - mmengine - INFO - Epoch(train) [4][2940/9365] lr: 3.8148e-01 eta: 1 day, 16:30:35 time: 0.9950 data_time: 0.2265 memory: 16132 grad_norm: 0.8882 loss: 3.2475 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2475 2023/07/20 04:27:43 - mmengine - INFO - Epoch(train) [4][2960/9365] lr: 3.8145e-01 eta: 1 day, 16:30:30 time: 0.8324 data_time: 0.2135 memory: 16132 grad_norm: 0.8708 loss: 3.2783 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2783 2023/07/20 04:28:02 - mmengine - INFO - Epoch(train) [4][2980/9365] lr: 3.8143e-01 eta: 1 day, 16:30:41 time: 0.9559 data_time: 0.2265 memory: 16132 grad_norm: 0.9054 loss: 3.1609 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1609 2023/07/20 04:28:24 - mmengine - INFO - Epoch(train) [4][3000/9365] lr: 3.8141e-01 eta: 1 day, 16:31:11 time: 1.1166 data_time: 0.2411 memory: 16132 grad_norm: 0.8879 loss: 3.1484 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 3.1484 2023/07/20 04:28:45 - mmengine - INFO - Epoch(train) [4][3020/9365] lr: 3.8138e-01 eta: 1 day, 16:31:31 time: 1.0382 data_time: 0.2314 memory: 16132 grad_norm: 0.8865 loss: 3.3177 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.3177 2023/07/20 04:29:05 - mmengine - INFO - Epoch(train) [4][3040/9365] lr: 3.8136e-01 eta: 1 day, 16:31:46 time: 0.9944 data_time: 0.2426 memory: 16132 grad_norm: 0.8909 loss: 3.1861 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1861 2023/07/20 04:29:26 - mmengine - INFO - Epoch(train) [4][3060/9365] lr: 3.8134e-01 eta: 1 day, 16:32:06 time: 1.0358 data_time: 0.2335 memory: 16132 grad_norm: 0.8551 loss: 3.0499 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0499 2023/07/20 04:29:39 - mmengine - INFO - Epoch(train) [4][3080/9365] lr: 3.8131e-01 eta: 1 day, 16:31:42 time: 0.6772 data_time: 0.1387 memory: 16132 grad_norm: 0.8962 loss: 3.2295 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 3.2295 2023/07/20 04:29:52 - mmengine - INFO - Epoch(train) [4][3100/9365] lr: 3.8129e-01 eta: 1 day, 16:31:14 time: 0.6557 data_time: 0.0803 memory: 16132 grad_norm: 0.9025 loss: 3.2606 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2606 2023/07/20 04:30:07 - mmengine - INFO - Epoch(train) [4][3120/9365] lr: 3.8126e-01 eta: 1 day, 16:30:55 time: 0.7171 data_time: 0.1013 memory: 16132 grad_norm: 0.8771 loss: 3.2370 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2370 2023/07/20 04:30:21 - mmengine - INFO - Epoch(train) [4][3140/9365] lr: 3.8124e-01 eta: 1 day, 16:30:35 time: 0.7184 data_time: 0.1172 memory: 16132 grad_norm: 0.8847 loss: 3.2409 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2409 2023/07/20 04:30:37 - mmengine - INFO - Epoch(train) [4][3160/9365] lr: 3.8122e-01 eta: 1 day, 16:30:23 time: 0.7773 data_time: 0.1367 memory: 16132 grad_norm: 0.8712 loss: 3.2247 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.2247 2023/07/20 04:30:54 - mmengine - INFO - Epoch(train) [4][3180/9365] lr: 3.8119e-01 eta: 1 day, 16:30:21 time: 0.8611 data_time: 0.1545 memory: 16132 grad_norm: 0.8741 loss: 3.3129 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.3129 2023/07/20 04:31:16 - mmengine - INFO - Epoch(train) [4][3200/9365] lr: 3.8117e-01 eta: 1 day, 16:30:47 time: 1.0857 data_time: 0.2674 memory: 16132 grad_norm: 0.8759 loss: 3.0541 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0541 2023/07/20 04:31:39 - mmengine - INFO - Epoch(train) [4][3220/9365] lr: 3.8115e-01 eta: 1 day, 16:31:23 time: 1.1647 data_time: 0.3041 memory: 16132 grad_norm: 0.8735 loss: 3.2307 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.2307 2023/07/20 04:32:03 - mmengine - INFO - Epoch(train) [4][3240/9365] lr: 3.8112e-01 eta: 1 day, 16:32:06 time: 1.2244 data_time: 0.2822 memory: 16132 grad_norm: 0.8745 loss: 3.1280 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1280 2023/07/20 04:32:27 - mmengine - INFO - Epoch(train) [4][3260/9365] lr: 3.8110e-01 eta: 1 day, 16:32:42 time: 1.1706 data_time: 0.2830 memory: 16132 grad_norm: 0.8776 loss: 3.1955 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.1955 2023/07/20 04:32:50 - mmengine - INFO - Epoch(train) [4][3280/9365] lr: 3.8108e-01 eta: 1 day, 16:33:15 time: 1.1434 data_time: 0.3114 memory: 16132 grad_norm: 0.8868 loss: 3.1557 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1557 2023/07/20 04:33:13 - mmengine - INFO - Epoch(train) [4][3300/9365] lr: 3.8105e-01 eta: 1 day, 16:33:50 time: 1.1601 data_time: 0.2405 memory: 16132 grad_norm: 0.8925 loss: 3.1074 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 3.1074 2023/07/20 04:33:34 - mmengine - INFO - Epoch(train) [4][3320/9365] lr: 3.8103e-01 eta: 1 day, 16:34:10 time: 1.0418 data_time: 0.2154 memory: 16132 grad_norm: 0.8798 loss: 3.1468 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.1468 2023/07/20 04:33:53 - mmengine - INFO - Epoch(train) [4][3340/9365] lr: 3.8100e-01 eta: 1 day, 16:34:18 time: 0.9407 data_time: 0.2020 memory: 16132 grad_norm: 0.8924 loss: 3.2452 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2452 2023/07/20 04:34:13 - mmengine - INFO - Epoch(train) [4][3360/9365] lr: 3.8098e-01 eta: 1 day, 16:34:35 time: 1.0171 data_time: 0.2264 memory: 16132 grad_norm: 0.8961 loss: 3.1622 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1622 2023/07/20 04:34:31 - mmengine - INFO - Epoch(train) [4][3380/9365] lr: 3.8096e-01 eta: 1 day, 16:34:37 time: 0.8945 data_time: 0.1736 memory: 16132 grad_norm: 0.8920 loss: 3.2977 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.2977 2023/07/20 04:34:47 - mmengine - INFO - Epoch(train) [4][3400/9365] lr: 3.8093e-01 eta: 1 day, 16:34:28 time: 0.8055 data_time: 0.1752 memory: 16132 grad_norm: 0.8808 loss: 3.0358 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.0358 2023/07/20 04:35:03 - mmengine - INFO - Epoch(train) [4][3420/9365] lr: 3.8091e-01 eta: 1 day, 16:34:19 time: 0.8080 data_time: 0.2127 memory: 16132 grad_norm: 0.9058 loss: 3.0459 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0459 2023/07/20 04:35:21 - mmengine - INFO - Epoch(train) [4][3440/9365] lr: 3.8088e-01 eta: 1 day, 16:34:23 time: 0.9136 data_time: 0.2536 memory: 16132 grad_norm: 0.9035 loss: 3.2159 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2159 2023/07/20 04:35:41 - mmengine - INFO - Epoch(train) [4][3460/9365] lr: 3.8086e-01 eta: 1 day, 16:34:38 time: 1.0015 data_time: 0.2674 memory: 16132 grad_norm: 0.8821 loss: 3.2191 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.2191 2023/07/20 04:36:01 - mmengine - INFO - Epoch(train) [4][3480/9365] lr: 3.8084e-01 eta: 1 day, 16:34:52 time: 0.9942 data_time: 0.2207 memory: 16132 grad_norm: 0.8824 loss: 3.2701 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.2701 2023/07/20 04:36:24 - mmengine - INFO - Epoch(train) [4][3500/9365] lr: 3.8081e-01 eta: 1 day, 16:35:25 time: 1.1483 data_time: 0.2391 memory: 16132 grad_norm: 0.8875 loss: 3.2436 top1_acc: 0.3125 top5_acc: 0.4062 loss_cls: 3.2436 2023/07/20 04:36:45 - mmengine - INFO - Epoch(train) [4][3520/9365] lr: 3.8079e-01 eta: 1 day, 16:35:44 time: 1.0355 data_time: 0.2283 memory: 16132 grad_norm: 0.8703 loss: 3.1952 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.1952 2023/07/20 04:37:06 - mmengine - INFO - Epoch(train) [4][3540/9365] lr: 3.8077e-01 eta: 1 day, 16:36:02 time: 1.0294 data_time: 0.2213 memory: 16132 grad_norm: 0.8900 loss: 3.1634 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1634 2023/07/20 04:37:25 - mmengine - INFO - Epoch(train) [4][3560/9365] lr: 3.8074e-01 eta: 1 day, 16:36:14 time: 0.9817 data_time: 0.2162 memory: 16132 grad_norm: 0.8936 loss: 3.1978 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.1978 2023/07/20 04:37:45 - mmengine - INFO - Epoch(train) [4][3580/9365] lr: 3.8072e-01 eta: 1 day, 16:36:28 time: 0.9897 data_time: 0.2021 memory: 16132 grad_norm: 0.8968 loss: 3.2070 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.2070 2023/07/20 04:38:02 - mmengine - INFO - Epoch(train) [4][3600/9365] lr: 3.8069e-01 eta: 1 day, 16:36:22 time: 0.8318 data_time: 0.1876 memory: 16132 grad_norm: 0.8968 loss: 3.2735 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.2735 2023/07/20 04:38:15 - mmengine - INFO - Epoch(train) [4][3620/9365] lr: 3.8067e-01 eta: 1 day, 16:35:58 time: 0.6836 data_time: 0.1268 memory: 16132 grad_norm: 0.9178 loss: 3.2114 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.2114 2023/07/20 04:38:28 - mmengine - INFO - Epoch(train) [4][3640/9365] lr: 3.8065e-01 eta: 1 day, 16:35:30 time: 0.6539 data_time: 0.1102 memory: 16132 grad_norm: 0.8822 loss: 3.2341 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.2341 2023/07/20 04:38:44 - mmengine - INFO - Epoch(train) [4][3660/9365] lr: 3.8062e-01 eta: 1 day, 16:35:15 time: 0.7602 data_time: 0.1908 memory: 16132 grad_norm: 0.8653 loss: 3.1614 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.1614 2023/07/20 04:38:59 - mmengine - INFO - Epoch(train) [4][3680/9365] lr: 3.8060e-01 eta: 1 day, 16:35:01 time: 0.7648 data_time: 0.1336 memory: 16132 grad_norm: 0.8855 loss: 3.2813 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.2813 2023/07/20 04:39:12 - mmengine - INFO - Epoch(train) [4][3700/9365] lr: 3.8057e-01 eta: 1 day, 16:34:35 time: 0.6708 data_time: 0.1025 memory: 16132 grad_norm: 0.8780 loss: 3.2084 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2084 2023/07/20 04:39:28 - mmengine - INFO - Epoch(train) [4][3720/9365] lr: 3.8055e-01 eta: 1 day, 16:34:25 time: 0.7950 data_time: 0.1665 memory: 16132 grad_norm: 0.8746 loss: 3.2016 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.2016 2023/07/20 04:39:48 - mmengine - INFO - Epoch(train) [4][3740/9365] lr: 3.8053e-01 eta: 1 day, 16:34:34 time: 0.9610 data_time: 0.1865 memory: 16132 grad_norm: 0.8854 loss: 3.0745 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.0745 2023/07/20 04:40:10 - mmengine - INFO - Epoch(train) [4][3760/9365] lr: 3.8050e-01 eta: 1 day, 16:35:03 time: 1.1185 data_time: 0.2393 memory: 16132 grad_norm: 0.9048 loss: 3.2270 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2270 2023/07/20 04:40:33 - mmengine - INFO - Epoch(train) [4][3780/9365] lr: 3.8048e-01 eta: 1 day, 16:35:37 time: 1.1628 data_time: 0.2512 memory: 16132 grad_norm: 0.8811 loss: 3.2562 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.2562 2023/07/20 04:40:57 - mmengine - INFO - Epoch(train) [4][3800/9365] lr: 3.8045e-01 eta: 1 day, 16:36:16 time: 1.2042 data_time: 0.2394 memory: 16132 grad_norm: 0.8930 loss: 3.2821 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2821 2023/07/20 04:41:22 - mmengine - INFO - Epoch(train) [4][3820/9365] lr: 3.8043e-01 eta: 1 day, 16:36:57 time: 1.2216 data_time: 0.2931 memory: 16132 grad_norm: 0.8888 loss: 3.1902 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.1902 2023/07/20 04:41:45 - mmengine - INFO - Epoch(train) [4][3840/9365] lr: 3.8040e-01 eta: 1 day, 16:37:30 time: 1.1643 data_time: 0.2588 memory: 16132 grad_norm: 0.8679 loss: 3.2320 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2320 2023/07/20 04:42:05 - mmengine - INFO - Epoch(train) [4][3860/9365] lr: 3.8038e-01 eta: 1 day, 16:37:45 time: 1.0046 data_time: 0.2044 memory: 16132 grad_norm: 0.8812 loss: 3.1914 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1914 2023/07/20 04:42:25 - mmengine - INFO - Epoch(train) [4][3880/9365] lr: 3.8036e-01 eta: 1 day, 16:37:57 time: 0.9809 data_time: 0.2234 memory: 16132 grad_norm: 0.8880 loss: 3.3647 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.3647 2023/07/20 04:42:42 - mmengine - INFO - Epoch(train) [4][3900/9365] lr: 3.8033e-01 eta: 1 day, 16:37:55 time: 0.8734 data_time: 0.1867 memory: 16132 grad_norm: 0.8648 loss: 3.3060 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.3060 2023/07/20 04:42:47 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 04:43:01 - mmengine - INFO - Epoch(train) [4][3920/9365] lr: 3.8031e-01 eta: 1 day, 16:37:59 time: 0.9168 data_time: 0.2488 memory: 16132 grad_norm: 0.8814 loss: 3.1753 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1753 2023/07/20 04:43:19 - mmengine - INFO - Epoch(train) [4][3940/9365] lr: 3.8028e-01 eta: 1 day, 16:38:07 time: 0.9484 data_time: 0.1981 memory: 16132 grad_norm: 0.9002 loss: 3.1158 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.1158 2023/07/20 04:43:39 - mmengine - INFO - Epoch(train) [4][3960/9365] lr: 3.8026e-01 eta: 1 day, 16:38:17 time: 0.9745 data_time: 0.2286 memory: 16132 grad_norm: 0.8713 loss: 3.1853 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.1853 2023/07/20 04:43:57 - mmengine - INFO - Epoch(train) [4][3980/9365] lr: 3.8024e-01 eta: 1 day, 16:38:20 time: 0.9071 data_time: 0.2166 memory: 16132 grad_norm: 0.8714 loss: 3.2213 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2213 2023/07/20 04:44:16 - mmengine - INFO - Epoch(train) [4][4000/9365] lr: 3.8021e-01 eta: 1 day, 16:38:29 time: 0.9568 data_time: 0.1997 memory: 16132 grad_norm: 0.8991 loss: 3.1424 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1424 2023/07/20 04:44:36 - mmengine - INFO - Epoch(train) [4][4020/9365] lr: 3.8019e-01 eta: 1 day, 16:38:41 time: 0.9865 data_time: 0.1851 memory: 16132 grad_norm: 0.8866 loss: 3.1118 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.1118 2023/07/20 04:44:57 - mmengine - INFO - Epoch(train) [4][4040/9365] lr: 3.8016e-01 eta: 1 day, 16:38:58 time: 1.0292 data_time: 0.2477 memory: 16132 grad_norm: 0.8847 loss: 3.1973 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.1973 2023/07/20 04:45:16 - mmengine - INFO - Epoch(train) [4][4060/9365] lr: 3.8014e-01 eta: 1 day, 16:39:10 time: 0.9852 data_time: 0.2105 memory: 16132 grad_norm: 0.8761 loss: 3.2153 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2153 2023/07/20 04:45:38 - mmengine - INFO - Epoch(train) [4][4080/9365] lr: 3.8011e-01 eta: 1 day, 16:39:32 time: 1.0765 data_time: 0.2284 memory: 16132 grad_norm: 0.8985 loss: 3.0891 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 3.0891 2023/07/20 04:46:01 - mmengine - INFO - Epoch(train) [4][4100/9365] lr: 3.8009e-01 eta: 1 day, 16:40:07 time: 1.1795 data_time: 0.2145 memory: 16132 grad_norm: 0.8876 loss: 3.0987 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0987 2023/07/20 04:46:23 - mmengine - INFO - Epoch(train) [4][4120/9365] lr: 3.8007e-01 eta: 1 day, 16:40:27 time: 1.0562 data_time: 0.1881 memory: 16132 grad_norm: 0.9064 loss: 3.2333 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2333 2023/07/20 04:46:43 - mmengine - INFO - Epoch(train) [4][4140/9365] lr: 3.8004e-01 eta: 1 day, 16:40:43 time: 1.0168 data_time: 0.1856 memory: 16132 grad_norm: 0.9120 loss: 3.2312 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2312 2023/07/20 04:47:05 - mmengine - INFO - Epoch(train) [4][4160/9365] lr: 3.8002e-01 eta: 1 day, 16:41:06 time: 1.0806 data_time: 0.1955 memory: 16132 grad_norm: 0.8606 loss: 3.1631 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.1631 2023/07/20 04:47:28 - mmengine - INFO - Epoch(train) [4][4180/9365] lr: 3.7999e-01 eta: 1 day, 16:41:39 time: 1.1631 data_time: 0.2183 memory: 16132 grad_norm: 0.8960 loss: 3.1199 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.1199 2023/07/20 04:47:52 - mmengine - INFO - Epoch(train) [4][4200/9365] lr: 3.7997e-01 eta: 1 day, 16:42:15 time: 1.1935 data_time: 0.2755 memory: 16132 grad_norm: 0.8986 loss: 3.2357 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.2357 2023/07/20 04:48:13 - mmengine - INFO - Epoch(train) [4][4220/9365] lr: 3.7994e-01 eta: 1 day, 16:42:34 time: 1.0526 data_time: 0.2260 memory: 16132 grad_norm: 0.9047 loss: 3.2088 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.2088 2023/07/20 04:48:31 - mmengine - INFO - Epoch(train) [4][4240/9365] lr: 3.7992e-01 eta: 1 day, 16:42:34 time: 0.8888 data_time: 0.1877 memory: 16132 grad_norm: 0.8993 loss: 3.1442 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1442 2023/07/20 04:48:44 - mmengine - INFO - Epoch(train) [4][4260/9365] lr: 3.7990e-01 eta: 1 day, 16:42:08 time: 0.6668 data_time: 0.1131 memory: 16132 grad_norm: 0.8912 loss: 3.2182 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2182 2023/07/20 04:48:57 - mmengine - INFO - Epoch(train) [4][4280/9365] lr: 3.7987e-01 eta: 1 day, 16:41:42 time: 0.6765 data_time: 0.1028 memory: 16132 grad_norm: 0.8926 loss: 3.3084 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.3084 2023/07/20 04:49:11 - mmengine - INFO - Epoch(train) [4][4300/9365] lr: 3.7985e-01 eta: 1 day, 16:41:19 time: 0.6933 data_time: 0.1124 memory: 16132 grad_norm: 0.8901 loss: 3.1584 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1584 2023/07/20 04:49:25 - mmengine - INFO - Epoch(train) [4][4320/9365] lr: 3.7982e-01 eta: 1 day, 16:40:55 time: 0.6860 data_time: 0.0816 memory: 16132 grad_norm: 0.9033 loss: 3.2410 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2410 2023/07/20 04:49:39 - mmengine - INFO - Epoch(train) [4][4340/9365] lr: 3.7980e-01 eta: 1 day, 16:40:32 time: 0.6948 data_time: 0.1323 memory: 16132 grad_norm: 0.8964 loss: 3.3208 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.3208 2023/07/20 04:49:54 - mmengine - INFO - Epoch(train) [4][4360/9365] lr: 3.7977e-01 eta: 1 day, 16:40:18 time: 0.7706 data_time: 0.1427 memory: 16132 grad_norm: 0.9292 loss: 3.2909 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.2909 2023/07/20 04:50:11 - mmengine - INFO - Epoch(train) [4][4380/9365] lr: 3.7975e-01 eta: 1 day, 16:40:13 time: 0.8546 data_time: 0.1946 memory: 16132 grad_norm: 0.8708 loss: 3.3620 top1_acc: 0.2812 top5_acc: 0.3750 loss_cls: 3.3620 2023/07/20 04:50:31 - mmengine - INFO - Epoch(train) [4][4400/9365] lr: 3.7972e-01 eta: 1 day, 16:40:25 time: 0.9866 data_time: 0.2353 memory: 16132 grad_norm: 0.8836 loss: 3.2122 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2122 2023/07/20 04:50:54 - mmengine - INFO - Epoch(train) [4][4420/9365] lr: 3.7970e-01 eta: 1 day, 16:40:56 time: 1.1522 data_time: 0.2726 memory: 16132 grad_norm: 0.8847 loss: 3.2590 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.2590 2023/07/20 04:51:18 - mmengine - INFO - Epoch(train) [4][4440/9365] lr: 3.7967e-01 eta: 1 day, 16:41:34 time: 1.2104 data_time: 0.2540 memory: 16132 grad_norm: 0.8727 loss: 3.3271 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 3.3271 2023/07/20 04:51:43 - mmengine - INFO - Epoch(train) [4][4460/9365] lr: 3.7965e-01 eta: 1 day, 16:42:15 time: 1.2397 data_time: 0.3009 memory: 16132 grad_norm: 0.8998 loss: 3.2181 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 3.2181 2023/07/20 04:52:08 - mmengine - INFO - Epoch(train) [4][4480/9365] lr: 3.7963e-01 eta: 1 day, 16:42:56 time: 1.2382 data_time: 0.3001 memory: 16132 grad_norm: 0.8973 loss: 3.0481 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.0481 2023/07/20 04:52:31 - mmengine - INFO - Epoch(train) [4][4500/9365] lr: 3.7960e-01 eta: 1 day, 16:43:27 time: 1.1557 data_time: 0.2854 memory: 16132 grad_norm: 0.8843 loss: 3.1773 top1_acc: 0.1562 top5_acc: 0.6875 loss_cls: 3.1773 2023/07/20 04:52:52 - mmengine - INFO - Epoch(train) [4][4520/9365] lr: 3.7958e-01 eta: 1 day, 16:43:45 time: 1.0506 data_time: 0.2337 memory: 16132 grad_norm: 0.8823 loss: 3.2400 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.2400 2023/07/20 04:53:08 - mmengine - INFO - Epoch(train) [4][4540/9365] lr: 3.7955e-01 eta: 1 day, 16:43:33 time: 0.7922 data_time: 0.1876 memory: 16132 grad_norm: 0.8799 loss: 3.2685 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2685 2023/07/20 04:53:24 - mmengine - INFO - Epoch(train) [4][4560/9365] lr: 3.7953e-01 eta: 1 day, 16:43:26 time: 0.8267 data_time: 0.1579 memory: 16132 grad_norm: 0.8727 loss: 3.1160 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.1160 2023/07/20 04:53:44 - mmengine - INFO - Epoch(train) [4][4580/9365] lr: 3.7950e-01 eta: 1 day, 16:43:38 time: 0.9955 data_time: 0.2232 memory: 16132 grad_norm: 0.8900 loss: 3.2041 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2041 2023/07/20 04:54:01 - mmengine - INFO - Epoch(train) [4][4600/9365] lr: 3.7948e-01 eta: 1 day, 16:43:31 time: 0.8394 data_time: 0.1839 memory: 16132 grad_norm: 0.8917 loss: 3.2717 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.2717 2023/07/20 04:54:19 - mmengine - INFO - Epoch(train) [4][4620/9365] lr: 3.7945e-01 eta: 1 day, 16:43:32 time: 0.9014 data_time: 0.2244 memory: 16132 grad_norm: 0.8929 loss: 3.2560 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2560 2023/07/20 04:54:40 - mmengine - INFO - Epoch(train) [4][4640/9365] lr: 3.7943e-01 eta: 1 day, 16:43:48 time: 1.0268 data_time: 0.2292 memory: 16132 grad_norm: 0.8910 loss: 3.1813 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.1813 2023/07/20 04:55:02 - mmengine - INFO - Epoch(train) [4][4660/9365] lr: 3.7940e-01 eta: 1 day, 16:44:12 time: 1.1023 data_time: 0.2826 memory: 16132 grad_norm: 0.8682 loss: 3.2247 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.2247 2023/07/20 04:55:19 - mmengine - INFO - Epoch(train) [4][4680/9365] lr: 3.7938e-01 eta: 1 day, 16:44:09 time: 0.8637 data_time: 0.1761 memory: 16132 grad_norm: 0.8831 loss: 3.2237 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.2237 2023/07/20 04:55:36 - mmengine - INFO - Epoch(train) [4][4700/9365] lr: 3.7935e-01 eta: 1 day, 16:44:05 time: 0.8627 data_time: 0.1823 memory: 16132 grad_norm: 0.8837 loss: 3.2434 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.2434 2023/07/20 04:55:57 - mmengine - INFO - Epoch(train) [4][4720/9365] lr: 3.7933e-01 eta: 1 day, 16:44:18 time: 1.0080 data_time: 0.2039 memory: 16132 grad_norm: 0.8668 loss: 3.2121 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2121 2023/07/20 04:56:21 - mmengine - INFO - Epoch(train) [4][4740/9365] lr: 3.7930e-01 eta: 1 day, 16:44:57 time: 1.2241 data_time: 0.3283 memory: 16132 grad_norm: 0.8877 loss: 3.1885 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1885 2023/07/20 04:56:42 - mmengine - INFO - Epoch(train) [4][4760/9365] lr: 3.7928e-01 eta: 1 day, 16:45:13 time: 1.0349 data_time: 0.2484 memory: 16132 grad_norm: 0.8966 loss: 3.2017 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.2017 2023/07/20 04:57:00 - mmengine - INFO - Epoch(train) [4][4780/9365] lr: 3.7926e-01 eta: 1 day, 16:45:14 time: 0.9036 data_time: 0.1753 memory: 16132 grad_norm: 0.8874 loss: 3.1848 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.1848 2023/07/20 04:57:16 - mmengine - INFO - Epoch(train) [4][4800/9365] lr: 3.7923e-01 eta: 1 day, 16:45:02 time: 0.7913 data_time: 0.1729 memory: 16132 grad_norm: 0.9072 loss: 3.1881 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.1881 2023/07/20 04:57:29 - mmengine - INFO - Epoch(train) [4][4820/9365] lr: 3.7921e-01 eta: 1 day, 16:44:38 time: 0.6904 data_time: 0.1478 memory: 16132 grad_norm: 0.8588 loss: 3.2049 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.2049 2023/07/20 04:57:43 - mmengine - INFO - Epoch(train) [4][4840/9365] lr: 3.7918e-01 eta: 1 day, 16:44:13 time: 0.6849 data_time: 0.0972 memory: 16132 grad_norm: 0.8935 loss: 3.1267 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.1267 2023/07/20 04:57:57 - mmengine - INFO - Epoch(train) [4][4860/9365] lr: 3.7916e-01 eta: 1 day, 16:43:51 time: 0.6989 data_time: 0.1630 memory: 16132 grad_norm: 0.8790 loss: 3.2642 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.2642 2023/07/20 04:58:11 - mmengine - INFO - Epoch(train) [4][4880/9365] lr: 3.7913e-01 eta: 1 day, 16:43:27 time: 0.6947 data_time: 0.0933 memory: 16132 grad_norm: 0.8979 loss: 3.3314 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.3314 2023/07/20 04:58:26 - mmengine - INFO - Epoch(train) [4][4900/9365] lr: 3.7911e-01 eta: 1 day, 16:43:10 time: 0.7509 data_time: 0.1222 memory: 16132 grad_norm: 0.8913 loss: 3.2032 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.2032 2023/07/20 04:58:30 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 04:58:43 - mmengine - INFO - Epoch(train) [4][4920/9365] lr: 3.7908e-01 eta: 1 day, 16:43:06 time: 0.8621 data_time: 0.1739 memory: 16132 grad_norm: 0.8647 loss: 3.1443 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1443 2023/07/20 04:59:02 - mmengine - INFO - Epoch(train) [4][4940/9365] lr: 3.7906e-01 eta: 1 day, 16:43:11 time: 0.9369 data_time: 0.2231 memory: 16132 grad_norm: 0.9090 loss: 3.0729 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.0729 2023/07/20 04:59:24 - mmengine - INFO - Epoch(train) [4][4960/9365] lr: 3.7903e-01 eta: 1 day, 16:43:35 time: 1.1030 data_time: 0.2514 memory: 16132 grad_norm: 0.8887 loss: 3.3087 top1_acc: 0.3125 top5_acc: 0.4062 loss_cls: 3.3087 2023/07/20 04:59:48 - mmengine - INFO - Epoch(train) [4][4980/9365] lr: 3.7901e-01 eta: 1 day, 16:44:09 time: 1.1883 data_time: 0.2612 memory: 16132 grad_norm: 0.8661 loss: 3.1843 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1843 2023/07/20 05:00:12 - mmengine - INFO - Epoch(train) [4][5000/9365] lr: 3.7898e-01 eta: 1 day, 16:44:43 time: 1.1920 data_time: 0.2729 memory: 16132 grad_norm: 0.8709 loss: 3.1207 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.1207 2023/07/20 05:00:35 - mmengine - INFO - Epoch(train) [4][5020/9365] lr: 3.7896e-01 eta: 1 day, 16:45:12 time: 1.1523 data_time: 0.2858 memory: 16132 grad_norm: 0.9022 loss: 3.0849 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0849 2023/07/20 05:00:56 - mmengine - INFO - Epoch(train) [4][5040/9365] lr: 3.7893e-01 eta: 1 day, 16:45:34 time: 1.0802 data_time: 0.2107 memory: 16132 grad_norm: 0.9010 loss: 3.0840 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.0840 2023/07/20 05:01:18 - mmengine - INFO - Epoch(train) [4][5060/9365] lr: 3.7891e-01 eta: 1 day, 16:45:54 time: 1.0780 data_time: 0.2351 memory: 16132 grad_norm: 0.9012 loss: 3.2590 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.2590 2023/07/20 05:01:37 - mmengine - INFO - Epoch(train) [4][5080/9365] lr: 3.7888e-01 eta: 1 day, 16:46:02 time: 0.9686 data_time: 0.2067 memory: 16132 grad_norm: 0.8944 loss: 3.2282 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2282 2023/07/20 05:01:55 - mmengine - INFO - Epoch(train) [4][5100/9365] lr: 3.7886e-01 eta: 1 day, 16:46:02 time: 0.8911 data_time: 0.2230 memory: 16132 grad_norm: 0.8655 loss: 3.3084 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.3084 2023/07/20 05:02:14 - mmengine - INFO - Epoch(train) [4][5120/9365] lr: 3.7883e-01 eta: 1 day, 16:46:04 time: 0.9241 data_time: 0.2256 memory: 16132 grad_norm: 0.8725 loss: 3.2657 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2657 2023/07/20 05:02:31 - mmengine - INFO - Epoch(train) [4][5140/9365] lr: 3.7881e-01 eta: 1 day, 16:46:04 time: 0.8922 data_time: 0.1935 memory: 16132 grad_norm: 0.8838 loss: 3.2172 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.2172 2023/07/20 05:02:49 - mmengine - INFO - Epoch(train) [4][5160/9365] lr: 3.7878e-01 eta: 1 day, 16:45:59 time: 0.8588 data_time: 0.1823 memory: 16132 grad_norm: 0.9085 loss: 3.2592 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2592 2023/07/20 05:03:08 - mmengine - INFO - Epoch(train) [4][5180/9365] lr: 3.7876e-01 eta: 1 day, 16:46:06 time: 0.9612 data_time: 0.1819 memory: 16132 grad_norm: 0.9217 loss: 3.2682 top1_acc: 0.0938 top5_acc: 0.3750 loss_cls: 3.2682 2023/07/20 05:03:27 - mmengine - INFO - Epoch(train) [4][5200/9365] lr: 3.7873e-01 eta: 1 day, 16:46:13 time: 0.9573 data_time: 0.1883 memory: 16132 grad_norm: 0.8717 loss: 3.2434 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2434 2023/07/20 05:03:44 - mmengine - INFO - Epoch(train) [4][5220/9365] lr: 3.7871e-01 eta: 1 day, 16:46:07 time: 0.8510 data_time: 0.1740 memory: 16132 grad_norm: 0.8922 loss: 3.0810 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0810 2023/07/20 05:04:01 - mmengine - INFO - Epoch(train) [4][5240/9365] lr: 3.7868e-01 eta: 1 day, 16:45:59 time: 0.8299 data_time: 0.1832 memory: 16132 grad_norm: 0.8834 loss: 3.2631 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2631 2023/07/20 05:04:18 - mmengine - INFO - Epoch(train) [4][5260/9365] lr: 3.7866e-01 eta: 1 day, 16:45:57 time: 0.8839 data_time: 0.1894 memory: 16132 grad_norm: 0.8900 loss: 3.1612 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.1612 2023/07/20 05:04:37 - mmengine - INFO - Epoch(train) [4][5280/9365] lr: 3.7863e-01 eta: 1 day, 16:46:03 time: 0.9481 data_time: 0.1970 memory: 16132 grad_norm: 0.8814 loss: 3.2313 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2313 2023/07/20 05:05:00 - mmengine - INFO - Epoch(train) [4][5300/9365] lr: 3.7861e-01 eta: 1 day, 16:46:27 time: 1.1116 data_time: 0.2713 memory: 16132 grad_norm: 0.8647 loss: 3.3052 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.3052 2023/07/20 05:05:21 - mmengine - INFO - Epoch(train) [4][5320/9365] lr: 3.7858e-01 eta: 1 day, 16:46:45 time: 1.0615 data_time: 0.2031 memory: 16132 grad_norm: 0.8854 loss: 3.2391 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.2391 2023/07/20 05:05:40 - mmengine - INFO - Epoch(train) [4][5340/9365] lr: 3.7856e-01 eta: 1 day, 16:46:55 time: 0.9841 data_time: 0.2240 memory: 16132 grad_norm: 0.8999 loss: 3.3078 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.3078 2023/07/20 05:06:00 - mmengine - INFO - Epoch(train) [4][5360/9365] lr: 3.7853e-01 eta: 1 day, 16:47:06 time: 0.9973 data_time: 0.2037 memory: 16132 grad_norm: 0.9083 loss: 3.3495 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.3495 2023/07/20 05:06:21 - mmengine - INFO - Epoch(train) [4][5380/9365] lr: 3.7850e-01 eta: 1 day, 16:47:22 time: 1.0467 data_time: 0.2218 memory: 16132 grad_norm: 0.8853 loss: 3.2816 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.2816 2023/07/20 05:06:38 - mmengine - INFO - Epoch(train) [4][5400/9365] lr: 3.7848e-01 eta: 1 day, 16:47:16 time: 0.8456 data_time: 0.2096 memory: 16132 grad_norm: 0.9069 loss: 3.1788 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1788 2023/07/20 05:06:52 - mmengine - INFO - Epoch(train) [4][5420/9365] lr: 3.7845e-01 eta: 1 day, 16:46:50 time: 0.6732 data_time: 0.1186 memory: 16132 grad_norm: 0.8785 loss: 3.3399 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.3399 2023/07/20 05:07:06 - mmengine - INFO - Epoch(train) [4][5440/9365] lr: 3.7843e-01 eta: 1 day, 16:46:29 time: 0.7232 data_time: 0.0872 memory: 16132 grad_norm: 0.8955 loss: 3.2556 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2556 2023/07/20 05:07:20 - mmengine - INFO - Epoch(train) [4][5460/9365] lr: 3.7840e-01 eta: 1 day, 16:46:07 time: 0.7093 data_time: 0.0775 memory: 16132 grad_norm: 0.8890 loss: 3.1624 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1624 2023/07/20 05:07:35 - mmengine - INFO - Epoch(train) [4][5480/9365] lr: 3.7838e-01 eta: 1 day, 16:45:45 time: 0.7042 data_time: 0.1250 memory: 16132 grad_norm: 0.8898 loss: 3.1192 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.1192 2023/07/20 05:07:51 - mmengine - INFO - Epoch(train) [4][5500/9365] lr: 3.7835e-01 eta: 1 day, 16:45:37 time: 0.8397 data_time: 0.1919 memory: 16132 grad_norm: 0.8861 loss: 3.2195 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.2195 2023/07/20 05:08:11 - mmengine - INFO - Epoch(train) [4][5520/9365] lr: 3.7833e-01 eta: 1 day, 16:45:50 time: 1.0093 data_time: 0.2181 memory: 16132 grad_norm: 0.9031 loss: 3.2870 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2870 2023/07/20 05:08:36 - mmengine - INFO - Epoch(train) [4][5540/9365] lr: 3.7830e-01 eta: 1 day, 16:46:24 time: 1.2032 data_time: 0.2646 memory: 16132 grad_norm: 0.8754 loss: 3.1602 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1602 2023/07/20 05:08:59 - mmengine - INFO - Epoch(train) [4][5560/9365] lr: 3.7828e-01 eta: 1 day, 16:46:54 time: 1.1670 data_time: 0.2872 memory: 16132 grad_norm: 0.8902 loss: 3.2574 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.2574 2023/07/20 05:09:23 - mmengine - INFO - Epoch(train) [4][5580/9365] lr: 3.7825e-01 eta: 1 day, 16:47:26 time: 1.1881 data_time: 0.2819 memory: 16132 grad_norm: 0.8982 loss: 3.1741 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 3.1741 2023/07/20 05:09:46 - mmengine - INFO - Epoch(train) [4][5600/9365] lr: 3.7823e-01 eta: 1 day, 16:47:56 time: 1.1653 data_time: 0.2649 memory: 16132 grad_norm: 0.8888 loss: 3.2104 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2104 2023/07/20 05:10:10 - mmengine - INFO - Epoch(train) [4][5620/9365] lr: 3.7820e-01 eta: 1 day, 16:48:28 time: 1.1877 data_time: 0.2747 memory: 16132 grad_norm: 0.8888 loss: 3.2459 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.2459 2023/07/20 05:10:31 - mmengine - INFO - Epoch(train) [4][5640/9365] lr: 3.7818e-01 eta: 1 day, 16:48:46 time: 1.0653 data_time: 0.2736 memory: 16132 grad_norm: 0.8848 loss: 3.2826 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2826 2023/07/20 05:10:52 - mmengine - INFO - Epoch(train) [4][5660/9365] lr: 3.7815e-01 eta: 1 day, 16:49:04 time: 1.0646 data_time: 0.2111 memory: 16132 grad_norm: 0.8889 loss: 3.3127 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.3127 2023/07/20 05:11:13 - mmengine - INFO - Epoch(train) [4][5680/9365] lr: 3.7813e-01 eta: 1 day, 16:49:18 time: 1.0336 data_time: 0.1750 memory: 16132 grad_norm: 0.8913 loss: 3.2383 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2383 2023/07/20 05:11:30 - mmengine - INFO - Epoch(train) [4][5700/9365] lr: 3.7810e-01 eta: 1 day, 16:49:11 time: 0.8402 data_time: 0.1747 memory: 16132 grad_norm: 0.8863 loss: 3.0708 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.0708 2023/07/20 05:11:46 - mmengine - INFO - Epoch(train) [4][5720/9365] lr: 3.7807e-01 eta: 1 day, 16:48:57 time: 0.7844 data_time: 0.1736 memory: 16132 grad_norm: 0.9056 loss: 3.3413 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.3413 2023/07/20 05:12:02 - mmengine - INFO - Epoch(train) [4][5740/9365] lr: 3.7805e-01 eta: 1 day, 16:48:47 time: 0.8173 data_time: 0.1658 memory: 16132 grad_norm: 0.8869 loss: 3.1499 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1499 2023/07/20 05:12:17 - mmengine - INFO - Epoch(train) [4][5760/9365] lr: 3.7802e-01 eta: 1 day, 16:48:30 time: 0.7500 data_time: 0.1538 memory: 16132 grad_norm: 0.8799 loss: 3.2352 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.2352 2023/07/20 05:12:35 - mmengine - INFO - Epoch(train) [4][5780/9365] lr: 3.7800e-01 eta: 1 day, 16:48:27 time: 0.8857 data_time: 0.2164 memory: 16132 grad_norm: 0.8957 loss: 3.1114 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1114 2023/07/20 05:12:52 - mmengine - INFO - Epoch(train) [4][5800/9365] lr: 3.7797e-01 eta: 1 day, 16:48:25 time: 0.8835 data_time: 0.2290 memory: 16132 grad_norm: 0.9083 loss: 3.1713 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1713 2023/07/20 05:13:05 - mmengine - INFO - Epoch(train) [4][5820/9365] lr: 3.7795e-01 eta: 1 day, 16:47:55 time: 0.6380 data_time: 0.0926 memory: 16132 grad_norm: 0.8831 loss: 3.2159 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.2159 2023/07/20 05:13:17 - mmengine - INFO - Epoch(train) [4][5840/9365] lr: 3.7792e-01 eta: 1 day, 16:47:21 time: 0.6110 data_time: 0.0874 memory: 16132 grad_norm: 0.8800 loss: 3.1667 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1667 2023/07/20 05:13:30 - mmengine - INFO - Epoch(train) [4][5860/9365] lr: 3.7790e-01 eta: 1 day, 16:46:51 time: 0.6385 data_time: 0.1104 memory: 16132 grad_norm: 0.8940 loss: 3.2786 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.2786 2023/07/20 05:13:42 - mmengine - INFO - Epoch(train) [4][5880/9365] lr: 3.7787e-01 eta: 1 day, 16:46:17 time: 0.6036 data_time: 0.0867 memory: 16132 grad_norm: 0.8973 loss: 3.2139 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 3.2139 2023/07/20 05:13:54 - mmengine - INFO - Epoch(train) [4][5900/9365] lr: 3.7784e-01 eta: 1 day, 16:45:44 time: 0.6098 data_time: 0.0847 memory: 16132 grad_norm: 0.8817 loss: 3.2557 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2557 2023/07/20 05:13:58 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 05:14:07 - mmengine - INFO - Epoch(train) [4][5920/9365] lr: 3.7782e-01 eta: 1 day, 16:45:14 time: 0.6361 data_time: 0.0803 memory: 16132 grad_norm: 0.9008 loss: 3.1228 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1228 2023/07/20 05:14:20 - mmengine - INFO - Epoch(train) [4][5940/9365] lr: 3.7779e-01 eta: 1 day, 16:44:42 time: 0.6276 data_time: 0.0800 memory: 16132 grad_norm: 0.8793 loss: 3.1751 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1751 2023/07/20 05:14:32 - mmengine - INFO - Epoch(train) [4][5960/9365] lr: 3.7777e-01 eta: 1 day, 16:44:08 time: 0.6001 data_time: 0.0809 memory: 16132 grad_norm: 0.8813 loss: 3.3496 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.3496 2023/07/20 05:14:43 - mmengine - INFO - Epoch(train) [4][5980/9365] lr: 3.7774e-01 eta: 1 day, 16:43:33 time: 0.5920 data_time: 0.1020 memory: 16132 grad_norm: 0.8960 loss: 3.2313 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2313 2023/07/20 05:14:56 - mmengine - INFO - Epoch(train) [4][6000/9365] lr: 3.7772e-01 eta: 1 day, 16:43:03 time: 0.6400 data_time: 0.1309 memory: 16132 grad_norm: 0.8680 loss: 3.0530 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0530 2023/07/20 05:15:09 - mmengine - INFO - Epoch(train) [4][6020/9365] lr: 3.7769e-01 eta: 1 day, 16:42:31 time: 0.6151 data_time: 0.0843 memory: 16132 grad_norm: 0.9296 loss: 3.0869 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0869 2023/07/20 05:15:21 - mmengine - INFO - Epoch(train) [4][6040/9365] lr: 3.7767e-01 eta: 1 day, 16:41:59 time: 0.6248 data_time: 0.0748 memory: 16132 grad_norm: 0.9059 loss: 3.2615 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.2615 2023/07/20 05:15:33 - mmengine - INFO - Epoch(train) [4][6060/9365] lr: 3.7764e-01 eta: 1 day, 16:41:25 time: 0.6040 data_time: 0.0791 memory: 16132 grad_norm: 0.8943 loss: 3.2145 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.2145 2023/07/20 05:15:45 - mmengine - INFO - Epoch(train) [4][6080/9365] lr: 3.7761e-01 eta: 1 day, 16:40:52 time: 0.6106 data_time: 0.1028 memory: 16132 grad_norm: 0.8931 loss: 3.0532 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.0532 2023/07/20 05:15:58 - mmengine - INFO - Epoch(train) [4][6100/9365] lr: 3.7759e-01 eta: 1 day, 16:40:20 time: 0.6180 data_time: 0.0803 memory: 16132 grad_norm: 0.9072 loss: 3.2343 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.2343 2023/07/20 05:16:10 - mmengine - INFO - Epoch(train) [4][6120/9365] lr: 3.7756e-01 eta: 1 day, 16:39:48 time: 0.6215 data_time: 0.1008 memory: 16132 grad_norm: 0.8795 loss: 3.1802 top1_acc: 0.2500 top5_acc: 0.3438 loss_cls: 3.1802 2023/07/20 05:16:23 - mmengine - INFO - Epoch(train) [4][6140/9365] lr: 3.7754e-01 eta: 1 day, 16:39:18 time: 0.6343 data_time: 0.0849 memory: 16132 grad_norm: 0.8872 loss: 3.1919 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.1919 2023/07/20 05:16:35 - mmengine - INFO - Epoch(train) [4][6160/9365] lr: 3.7751e-01 eta: 1 day, 16:38:45 time: 0.6102 data_time: 0.0777 memory: 16132 grad_norm: 0.9065 loss: 3.0920 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.0920 2023/07/20 05:16:48 - mmengine - INFO - Epoch(train) [4][6180/9365] lr: 3.7749e-01 eta: 1 day, 16:38:14 time: 0.6256 data_time: 0.1054 memory: 16132 grad_norm: 0.8660 loss: 3.1875 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.1875 2023/07/20 05:17:00 - mmengine - INFO - Epoch(train) [4][6200/9365] lr: 3.7746e-01 eta: 1 day, 16:37:40 time: 0.5979 data_time: 0.0807 memory: 16132 grad_norm: 0.8650 loss: 3.1301 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.1301 2023/07/20 05:17:11 - mmengine - INFO - Epoch(train) [4][6220/9365] lr: 3.7743e-01 eta: 1 day, 16:37:02 time: 0.5646 data_time: 0.0875 memory: 16132 grad_norm: 0.8867 loss: 3.1918 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 3.1918 2023/07/20 05:17:23 - mmengine - INFO - Epoch(train) [4][6240/9365] lr: 3.7741e-01 eta: 1 day, 16:36:28 time: 0.5965 data_time: 0.0922 memory: 16132 grad_norm: 0.8750 loss: 3.3256 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.3256 2023/07/20 05:17:36 - mmengine - INFO - Epoch(train) [4][6260/9365] lr: 3.7738e-01 eta: 1 day, 16:35:58 time: 0.6425 data_time: 0.0883 memory: 16132 grad_norm: 0.8879 loss: 3.1261 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1261 2023/07/20 05:17:48 - mmengine - INFO - Epoch(train) [4][6280/9365] lr: 3.7736e-01 eta: 1 day, 16:35:27 time: 0.6261 data_time: 0.0818 memory: 16132 grad_norm: 0.9043 loss: 3.0519 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0519 2023/07/20 05:18:01 - mmengine - INFO - Epoch(train) [4][6300/9365] lr: 3.7733e-01 eta: 1 day, 16:34:56 time: 0.6207 data_time: 0.0838 memory: 16132 grad_norm: 0.9100 loss: 3.1183 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.1183 2023/07/20 05:18:12 - mmengine - INFO - Epoch(train) [4][6320/9365] lr: 3.7730e-01 eta: 1 day, 16:34:20 time: 0.5808 data_time: 0.0958 memory: 16132 grad_norm: 0.8833 loss: 3.0295 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0295 2023/07/20 05:18:26 - mmengine - INFO - Epoch(train) [4][6340/9365] lr: 3.7728e-01 eta: 1 day, 16:33:54 time: 0.6693 data_time: 0.0866 memory: 16132 grad_norm: 0.8955 loss: 3.2986 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2986 2023/07/20 05:18:38 - mmengine - INFO - Epoch(train) [4][6360/9365] lr: 3.7725e-01 eta: 1 day, 16:33:21 time: 0.6102 data_time: 0.0817 memory: 16132 grad_norm: 0.8705 loss: 3.2081 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.2081 2023/07/20 05:18:50 - mmengine - INFO - Epoch(train) [4][6380/9365] lr: 3.7723e-01 eta: 1 day, 16:32:47 time: 0.5984 data_time: 0.0808 memory: 16132 grad_norm: 0.8966 loss: 3.3176 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.3176 2023/07/20 05:19:02 - mmengine - INFO - Epoch(train) [4][6400/9365] lr: 3.7720e-01 eta: 1 day, 16:32:13 time: 0.5977 data_time: 0.0800 memory: 16132 grad_norm: 0.8889 loss: 3.3182 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.3182 2023/07/20 05:19:14 - mmengine - INFO - Epoch(train) [4][6420/9365] lr: 3.7717e-01 eta: 1 day, 16:31:41 time: 0.6192 data_time: 0.1012 memory: 16132 grad_norm: 0.9008 loss: 3.2636 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.2636 2023/07/20 05:19:26 - mmengine - INFO - Epoch(train) [4][6440/9365] lr: 3.7715e-01 eta: 1 day, 16:31:07 time: 0.5997 data_time: 0.0974 memory: 16132 grad_norm: 0.8836 loss: 3.2242 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2242 2023/07/20 05:19:39 - mmengine - INFO - Epoch(train) [4][6460/9365] lr: 3.7712e-01 eta: 1 day, 16:30:38 time: 0.6408 data_time: 0.0828 memory: 16132 grad_norm: 0.8867 loss: 3.0672 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0672 2023/07/20 05:19:51 - mmengine - INFO - Epoch(train) [4][6480/9365] lr: 3.7710e-01 eta: 1 day, 16:30:05 time: 0.6046 data_time: 0.0750 memory: 16132 grad_norm: 0.8897 loss: 3.1453 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1453 2023/07/20 05:20:03 - mmengine - INFO - Epoch(train) [4][6500/9365] lr: 3.7707e-01 eta: 1 day, 16:29:33 time: 0.6157 data_time: 0.0841 memory: 16132 grad_norm: 0.8815 loss: 3.3232 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.3232 2023/07/20 05:20:15 - mmengine - INFO - Epoch(train) [4][6520/9365] lr: 3.7705e-01 eta: 1 day, 16:28:57 time: 0.5811 data_time: 0.0907 memory: 16132 grad_norm: 0.8805 loss: 3.0045 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0045 2023/07/20 05:20:27 - mmengine - INFO - Epoch(train) [4][6540/9365] lr: 3.7702e-01 eta: 1 day, 16:28:22 time: 0.5876 data_time: 0.1036 memory: 16132 grad_norm: 0.9059 loss: 3.1873 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.1873 2023/07/20 05:20:39 - mmengine - INFO - Epoch(train) [4][6560/9365] lr: 3.7699e-01 eta: 1 day, 16:27:52 time: 0.6293 data_time: 0.0993 memory: 16132 grad_norm: 0.8672 loss: 3.1605 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1605 2023/07/20 05:20:51 - mmengine - INFO - Epoch(train) [4][6580/9365] lr: 3.7697e-01 eta: 1 day, 16:27:18 time: 0.5909 data_time: 0.0980 memory: 16132 grad_norm: 0.8938 loss: 3.2586 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2586 2023/07/20 05:21:04 - mmengine - INFO - Epoch(train) [4][6600/9365] lr: 3.7694e-01 eta: 1 day, 16:26:48 time: 0.6389 data_time: 0.0926 memory: 16132 grad_norm: 0.8885 loss: 3.1334 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1334 2023/07/20 05:21:16 - mmengine - INFO - Epoch(train) [4][6620/9365] lr: 3.7691e-01 eta: 1 day, 16:26:17 time: 0.6176 data_time: 0.0923 memory: 16132 grad_norm: 0.8881 loss: 3.1043 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1043 2023/07/20 05:21:28 - mmengine - INFO - Epoch(train) [4][6640/9365] lr: 3.7689e-01 eta: 1 day, 16:25:43 time: 0.5970 data_time: 0.0950 memory: 16132 grad_norm: 0.8921 loss: 3.1422 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1422 2023/07/20 05:21:40 - mmengine - INFO - Epoch(train) [4][6660/9365] lr: 3.7686e-01 eta: 1 day, 16:25:10 time: 0.6021 data_time: 0.0883 memory: 16132 grad_norm: 0.8977 loss: 3.1998 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1998 2023/07/20 05:21:52 - mmengine - INFO - Epoch(train) [4][6680/9365] lr: 3.7684e-01 eta: 1 day, 16:24:37 time: 0.6038 data_time: 0.0848 memory: 16132 grad_norm: 0.8927 loss: 3.2497 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.2497 2023/07/20 05:22:04 - mmengine - INFO - Epoch(train) [4][6700/9365] lr: 3.7681e-01 eta: 1 day, 16:24:04 time: 0.6066 data_time: 0.0869 memory: 16132 grad_norm: 0.8648 loss: 3.0675 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.0675 2023/07/20 05:22:17 - mmengine - INFO - Epoch(train) [4][6720/9365] lr: 3.7678e-01 eta: 1 day, 16:23:33 time: 0.6267 data_time: 0.0778 memory: 16132 grad_norm: 0.8967 loss: 3.0927 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.0927 2023/07/20 05:22:29 - mmengine - INFO - Epoch(train) [4][6740/9365] lr: 3.7676e-01 eta: 1 day, 16:22:59 time: 0.5937 data_time: 0.0840 memory: 16132 grad_norm: 0.9079 loss: 3.1212 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 3.1212 2023/07/20 05:22:41 - mmengine - INFO - Epoch(train) [4][6760/9365] lr: 3.7673e-01 eta: 1 day, 16:22:25 time: 0.5859 data_time: 0.0822 memory: 16132 grad_norm: 0.9011 loss: 3.2211 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2211 2023/07/20 05:22:53 - mmengine - INFO - Epoch(train) [4][6780/9365] lr: 3.7671e-01 eta: 1 day, 16:21:51 time: 0.6000 data_time: 0.0854 memory: 16132 grad_norm: 0.8931 loss: 3.2951 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.2951 2023/07/20 05:23:05 - mmengine - INFO - Epoch(train) [4][6800/9365] lr: 3.7668e-01 eta: 1 day, 16:21:18 time: 0.6021 data_time: 0.1276 memory: 16132 grad_norm: 0.8836 loss: 3.1395 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.1395 2023/07/20 05:23:17 - mmengine - INFO - Epoch(train) [4][6820/9365] lr: 3.7665e-01 eta: 1 day, 16:20:45 time: 0.5981 data_time: 0.1001 memory: 16132 grad_norm: 0.8798 loss: 3.1000 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1000 2023/07/20 05:23:29 - mmengine - INFO - Epoch(train) [4][6840/9365] lr: 3.7663e-01 eta: 1 day, 16:20:11 time: 0.5955 data_time: 0.0875 memory: 16132 grad_norm: 0.8906 loss: 3.1987 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1987 2023/07/20 05:23:41 - mmengine - INFO - Epoch(train) [4][6860/9365] lr: 3.7660e-01 eta: 1 day, 16:19:39 time: 0.6122 data_time: 0.1135 memory: 16132 grad_norm: 0.8811 loss: 3.1014 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1014 2023/07/20 05:23:53 - mmengine - INFO - Epoch(train) [4][6880/9365] lr: 3.7657e-01 eta: 1 day, 16:19:06 time: 0.6045 data_time: 0.0918 memory: 16132 grad_norm: 0.8941 loss: 3.2733 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.2733 2023/07/20 05:24:05 - mmengine - INFO - Epoch(train) [4][6900/9365] lr: 3.7655e-01 eta: 1 day, 16:18:33 time: 0.5954 data_time: 0.0944 memory: 16132 grad_norm: 0.8980 loss: 3.1848 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1848 2023/07/20 05:24:08 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 05:24:17 - mmengine - INFO - Epoch(train) [4][6920/9365] lr: 3.7652e-01 eta: 1 day, 16:18:01 time: 0.6140 data_time: 0.0942 memory: 16132 grad_norm: 0.8941 loss: 3.1147 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.1147 2023/07/20 05:24:29 - mmengine - INFO - Epoch(train) [4][6940/9365] lr: 3.7650e-01 eta: 1 day, 16:17:27 time: 0.5933 data_time: 0.0850 memory: 16132 grad_norm: 0.8816 loss: 3.2060 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.2060 2023/07/20 05:24:41 - mmengine - INFO - Epoch(train) [4][6960/9365] lr: 3.7647e-01 eta: 1 day, 16:16:55 time: 0.6104 data_time: 0.1014 memory: 16132 grad_norm: 0.9119 loss: 3.1396 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1396 2023/07/20 05:24:53 - mmengine - INFO - Epoch(train) [4][6980/9365] lr: 3.7644e-01 eta: 1 day, 16:16:22 time: 0.6029 data_time: 0.1161 memory: 16132 grad_norm: 0.8943 loss: 3.3242 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.3242 2023/07/20 05:25:05 - mmengine - INFO - Epoch(train) [4][7000/9365] lr: 3.7642e-01 eta: 1 day, 16:15:51 time: 0.6139 data_time: 0.0809 memory: 16132 grad_norm: 0.9039 loss: 3.2455 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.2455 2023/07/20 05:25:17 - mmengine - INFO - Epoch(train) [4][7020/9365] lr: 3.7639e-01 eta: 1 day, 16:15:17 time: 0.5943 data_time: 0.1208 memory: 16132 grad_norm: 0.8817 loss: 3.1620 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.1620 2023/07/20 05:25:30 - mmengine - INFO - Epoch(train) [4][7040/9365] lr: 3.7636e-01 eta: 1 day, 16:14:47 time: 0.6275 data_time: 0.1163 memory: 16132 grad_norm: 0.8981 loss: 3.0121 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.0121 2023/07/20 05:25:41 - mmengine - INFO - Epoch(train) [4][7060/9365] lr: 3.7634e-01 eta: 1 day, 16:14:12 time: 0.5781 data_time: 0.0918 memory: 16132 grad_norm: 0.8943 loss: 3.2344 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.2344 2023/07/20 05:25:54 - mmengine - INFO - Epoch(train) [4][7080/9365] lr: 3.7631e-01 eta: 1 day, 16:13:41 time: 0.6218 data_time: 0.0815 memory: 16132 grad_norm: 0.8755 loss: 3.1833 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1833 2023/07/20 05:26:06 - mmengine - INFO - Epoch(train) [4][7100/9365] lr: 3.7628e-01 eta: 1 day, 16:13:11 time: 0.6226 data_time: 0.0812 memory: 16132 grad_norm: 0.8807 loss: 3.1215 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1215 2023/07/20 05:26:19 - mmengine - INFO - Epoch(train) [4][7120/9365] lr: 3.7626e-01 eta: 1 day, 16:12:42 time: 0.6383 data_time: 0.0819 memory: 16132 grad_norm: 0.9086 loss: 3.2391 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.2391 2023/07/20 05:26:31 - mmengine - INFO - Epoch(train) [4][7140/9365] lr: 3.7623e-01 eta: 1 day, 16:12:09 time: 0.6003 data_time: 0.1083 memory: 16132 grad_norm: 0.9027 loss: 3.1804 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 3.1804 2023/07/20 05:26:43 - mmengine - INFO - Epoch(train) [4][7160/9365] lr: 3.7621e-01 eta: 1 day, 16:11:37 time: 0.6063 data_time: 0.1056 memory: 16132 grad_norm: 0.8922 loss: 3.2783 top1_acc: 0.0938 top5_acc: 0.5938 loss_cls: 3.2783 2023/07/20 05:26:55 - mmengine - INFO - Epoch(train) [4][7180/9365] lr: 3.7618e-01 eta: 1 day, 16:11:04 time: 0.6010 data_time: 0.0797 memory: 16132 grad_norm: 0.8921 loss: 3.1762 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.1762 2023/07/20 05:27:07 - mmengine - INFO - Epoch(train) [4][7200/9365] lr: 3.7615e-01 eta: 1 day, 16:10:29 time: 0.5810 data_time: 0.0825 memory: 16132 grad_norm: 0.8963 loss: 3.3196 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.3196 2023/07/20 05:27:19 - mmengine - INFO - Epoch(train) [4][7220/9365] lr: 3.7613e-01 eta: 1 day, 16:09:55 time: 0.5837 data_time: 0.1220 memory: 16132 grad_norm: 0.8874 loss: 3.2364 top1_acc: 0.1562 top5_acc: 0.6562 loss_cls: 3.2364 2023/07/20 05:27:31 - mmengine - INFO - Epoch(train) [4][7240/9365] lr: 3.7610e-01 eta: 1 day, 16:09:23 time: 0.6117 data_time: 0.0827 memory: 16132 grad_norm: 0.8893 loss: 3.2944 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2944 2023/07/20 05:27:43 - mmengine - INFO - Epoch(train) [4][7260/9365] lr: 3.7607e-01 eta: 1 day, 16:08:52 time: 0.6172 data_time: 0.1012 memory: 16132 grad_norm: 0.8790 loss: 3.1641 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1641 2023/07/20 05:27:55 - mmengine - INFO - Epoch(train) [4][7280/9365] lr: 3.7605e-01 eta: 1 day, 16:08:18 time: 0.5845 data_time: 0.0775 memory: 16132 grad_norm: 0.8851 loss: 3.2338 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.2338 2023/07/20 05:28:07 - mmengine - INFO - Epoch(train) [4][7300/9365] lr: 3.7602e-01 eta: 1 day, 16:07:44 time: 0.5868 data_time: 0.0812 memory: 16132 grad_norm: 0.8760 loss: 3.0949 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0949 2023/07/20 05:28:19 - mmengine - INFO - Epoch(train) [4][7320/9365] lr: 3.7599e-01 eta: 1 day, 16:07:15 time: 0.6351 data_time: 0.0805 memory: 16132 grad_norm: 0.9172 loss: 3.3347 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.3347 2023/07/20 05:28:32 - mmengine - INFO - Epoch(train) [4][7340/9365] lr: 3.7597e-01 eta: 1 day, 16:06:45 time: 0.6227 data_time: 0.0989 memory: 16132 grad_norm: 0.8864 loss: 3.3069 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.3069 2023/07/20 05:28:44 - mmengine - INFO - Epoch(train) [4][7360/9365] lr: 3.7594e-01 eta: 1 day, 16:06:13 time: 0.6101 data_time: 0.0840 memory: 16132 grad_norm: 0.8923 loss: 3.1140 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1140 2023/07/20 05:28:56 - mmengine - INFO - Epoch(train) [4][7380/9365] lr: 3.7591e-01 eta: 1 day, 16:05:40 time: 0.5981 data_time: 0.0898 memory: 16132 grad_norm: 0.9116 loss: 3.2689 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2689 2023/07/20 05:29:08 - mmengine - INFO - Epoch(train) [4][7400/9365] lr: 3.7589e-01 eta: 1 day, 16:05:09 time: 0.6128 data_time: 0.0831 memory: 16132 grad_norm: 0.9043 loss: 3.2009 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2009 2023/07/20 05:29:20 - mmengine - INFO - Epoch(train) [4][7420/9365] lr: 3.7586e-01 eta: 1 day, 16:04:36 time: 0.5981 data_time: 0.0843 memory: 16132 grad_norm: 0.8948 loss: 3.1642 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1642 2023/07/20 05:29:32 - mmengine - INFO - Epoch(train) [4][7440/9365] lr: 3.7583e-01 eta: 1 day, 16:04:05 time: 0.6091 data_time: 0.0830 memory: 16132 grad_norm: 0.8904 loss: 3.2572 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2572 2023/07/20 05:29:44 - mmengine - INFO - Epoch(train) [4][7460/9365] lr: 3.7581e-01 eta: 1 day, 16:03:32 time: 0.5982 data_time: 0.0831 memory: 16132 grad_norm: 0.8691 loss: 3.2273 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2273 2023/07/20 05:29:57 - mmengine - INFO - Epoch(train) [4][7480/9365] lr: 3.7578e-01 eta: 1 day, 16:03:01 time: 0.6098 data_time: 0.0924 memory: 16132 grad_norm: 0.8760 loss: 3.1626 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1626 2023/07/20 05:30:09 - mmengine - INFO - Epoch(train) [4][7500/9365] lr: 3.7575e-01 eta: 1 day, 16:02:29 time: 0.6108 data_time: 0.1166 memory: 16132 grad_norm: 0.8832 loss: 3.1528 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1528 2023/07/20 05:30:21 - mmengine - INFO - Epoch(train) [4][7520/9365] lr: 3.7573e-01 eta: 1 day, 16:01:57 time: 0.6020 data_time: 0.0975 memory: 16132 grad_norm: 0.9134 loss: 3.2852 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2852 2023/07/20 05:30:33 - mmengine - INFO - Epoch(train) [4][7540/9365] lr: 3.7570e-01 eta: 1 day, 16:01:25 time: 0.6018 data_time: 0.1403 memory: 16132 grad_norm: 0.8960 loss: 3.2127 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2127 2023/07/20 05:30:45 - mmengine - INFO - Epoch(train) [4][7560/9365] lr: 3.7567e-01 eta: 1 day, 16:00:54 time: 0.6103 data_time: 0.0919 memory: 16132 grad_norm: 0.8986 loss: 3.2295 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2295 2023/07/20 05:30:57 - mmengine - INFO - Epoch(train) [4][7580/9365] lr: 3.7565e-01 eta: 1 day, 16:00:22 time: 0.6095 data_time: 0.0835 memory: 16132 grad_norm: 0.8915 loss: 3.1728 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1728 2023/07/20 05:31:10 - mmengine - INFO - Epoch(train) [4][7600/9365] lr: 3.7562e-01 eta: 1 day, 15:59:51 time: 0.6128 data_time: 0.0918 memory: 16132 grad_norm: 0.8939 loss: 3.1587 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1587 2023/07/20 05:31:21 - mmengine - INFO - Epoch(train) [4][7620/9365] lr: 3.7559e-01 eta: 1 day, 15:59:19 time: 0.5985 data_time: 0.0831 memory: 16132 grad_norm: 0.8920 loss: 3.1476 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 3.1476 2023/07/20 05:31:34 - mmengine - INFO - Epoch(train) [4][7640/9365] lr: 3.7557e-01 eta: 1 day, 15:58:49 time: 0.6215 data_time: 0.0911 memory: 16132 grad_norm: 0.8996 loss: 3.2198 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2198 2023/07/20 05:31:46 - mmengine - INFO - Epoch(train) [4][7660/9365] lr: 3.7554e-01 eta: 1 day, 15:58:19 time: 0.6262 data_time: 0.0808 memory: 16132 grad_norm: 0.8978 loss: 3.2204 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.2204 2023/07/20 05:31:58 - mmengine - INFO - Epoch(train) [4][7680/9365] lr: 3.7551e-01 eta: 1 day, 15:57:44 time: 0.5743 data_time: 0.0845 memory: 16132 grad_norm: 0.9009 loss: 3.1419 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.1419 2023/07/20 05:32:11 - mmengine - INFO - Epoch(train) [4][7700/9365] lr: 3.7549e-01 eta: 1 day, 15:57:16 time: 0.6432 data_time: 0.1123 memory: 16132 grad_norm: 0.9137 loss: 3.1882 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1882 2023/07/20 05:32:23 - mmengine - INFO - Epoch(train) [4][7720/9365] lr: 3.7546e-01 eta: 1 day, 15:56:46 time: 0.6143 data_time: 0.0903 memory: 16132 grad_norm: 0.8645 loss: 3.1981 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.1981 2023/07/20 05:32:36 - mmengine - INFO - Epoch(train) [4][7740/9365] lr: 3.7543e-01 eta: 1 day, 15:56:16 time: 0.6258 data_time: 0.0809 memory: 16132 grad_norm: 0.8997 loss: 3.2430 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.2430 2023/07/20 05:32:49 - mmengine - INFO - Epoch(train) [4][7760/9365] lr: 3.7541e-01 eta: 1 day, 15:55:49 time: 0.6462 data_time: 0.1063 memory: 16132 grad_norm: 0.8987 loss: 3.2741 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2741 2023/07/20 05:33:00 - mmengine - INFO - Epoch(train) [4][7780/9365] lr: 3.7538e-01 eta: 1 day, 15:55:16 time: 0.5928 data_time: 0.0748 memory: 16132 grad_norm: 0.8820 loss: 3.2259 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2259 2023/07/20 05:33:13 - mmengine - INFO - Epoch(train) [4][7800/9365] lr: 3.7535e-01 eta: 1 day, 15:54:47 time: 0.6275 data_time: 0.0804 memory: 16132 grad_norm: 0.8994 loss: 3.2790 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.2790 2023/07/20 05:33:25 - mmengine - INFO - Epoch(train) [4][7820/9365] lr: 3.7533e-01 eta: 1 day, 15:54:13 time: 0.5835 data_time: 0.0796 memory: 16132 grad_norm: 0.9011 loss: 2.9975 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9975 2023/07/20 05:33:37 - mmengine - INFO - Epoch(train) [4][7840/9365] lr: 3.7530e-01 eta: 1 day, 15:53:44 time: 0.6264 data_time: 0.0841 memory: 16132 grad_norm: 0.8967 loss: 3.1895 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.1895 2023/07/20 05:33:49 - mmengine - INFO - Epoch(train) [4][7860/9365] lr: 3.7527e-01 eta: 1 day, 15:53:10 time: 0.5839 data_time: 0.0814 memory: 16132 grad_norm: 0.9129 loss: 3.0737 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.0737 2023/07/20 05:34:01 - mmengine - INFO - Epoch(train) [4][7880/9365] lr: 3.7524e-01 eta: 1 day, 15:52:40 time: 0.6193 data_time: 0.0829 memory: 16132 grad_norm: 0.8820 loss: 3.3714 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.3714 2023/07/20 05:34:13 - mmengine - INFO - Epoch(train) [4][7900/9365] lr: 3.7522e-01 eta: 1 day, 15:52:05 time: 0.5730 data_time: 0.0845 memory: 16132 grad_norm: 0.9192 loss: 3.2809 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.2809 2023/07/20 05:34:16 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 05:34:25 - mmengine - INFO - Epoch(train) [4][7920/9365] lr: 3.7519e-01 eta: 1 day, 15:51:33 time: 0.6010 data_time: 0.0825 memory: 16132 grad_norm: 0.8857 loss: 3.1827 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1827 2023/07/20 05:34:37 - mmengine - INFO - Epoch(train) [4][7940/9365] lr: 3.7516e-01 eta: 1 day, 15:51:02 time: 0.6137 data_time: 0.0864 memory: 16132 grad_norm: 0.9060 loss: 3.1529 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.1529 2023/07/20 05:34:49 - mmengine - INFO - Epoch(train) [4][7960/9365] lr: 3.7514e-01 eta: 1 day, 15:50:33 time: 0.6199 data_time: 0.1007 memory: 16132 grad_norm: 0.9176 loss: 3.2541 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2541 2023/07/20 05:35:01 - mmengine - INFO - Epoch(train) [4][7980/9365] lr: 3.7511e-01 eta: 1 day, 15:49:59 time: 0.5875 data_time: 0.0858 memory: 16132 grad_norm: 0.8953 loss: 3.1789 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 3.1789 2023/07/20 05:35:13 - mmengine - INFO - Epoch(train) [4][8000/9365] lr: 3.7508e-01 eta: 1 day, 15:49:28 time: 0.6046 data_time: 0.0863 memory: 16132 grad_norm: 0.8748 loss: 3.0776 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 3.0776 2023/07/20 05:35:25 - mmengine - INFO - Epoch(train) [4][8020/9365] lr: 3.7506e-01 eta: 1 day, 15:48:54 time: 0.5794 data_time: 0.0809 memory: 16132 grad_norm: 0.8804 loss: 3.2452 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.2452 2023/07/20 05:35:37 - mmengine - INFO - Epoch(train) [4][8040/9365] lr: 3.7503e-01 eta: 1 day, 15:48:24 time: 0.6167 data_time: 0.0815 memory: 16132 grad_norm: 0.8860 loss: 3.0986 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0986 2023/07/20 05:35:50 - mmengine - INFO - Epoch(train) [4][8060/9365] lr: 3.7500e-01 eta: 1 day, 15:47:56 time: 0.6368 data_time: 0.0827 memory: 16132 grad_norm: 0.9053 loss: 3.1224 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1224 2023/07/20 05:36:02 - mmengine - INFO - Epoch(train) [4][8080/9365] lr: 3.7497e-01 eta: 1 day, 15:47:24 time: 0.6044 data_time: 0.0825 memory: 16132 grad_norm: 0.8802 loss: 3.2770 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2770 2023/07/20 05:36:14 - mmengine - INFO - Epoch(train) [4][8100/9365] lr: 3.7495e-01 eta: 1 day, 15:46:54 time: 0.6115 data_time: 0.0834 memory: 16132 grad_norm: 0.8925 loss: 3.2603 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2603 2023/07/20 05:36:26 - mmengine - INFO - Epoch(train) [4][8120/9365] lr: 3.7492e-01 eta: 1 day, 15:46:21 time: 0.5958 data_time: 0.0786 memory: 16132 grad_norm: 0.9064 loss: 3.1643 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1643 2023/07/20 05:36:38 - mmengine - INFO - Epoch(train) [4][8140/9365] lr: 3.7489e-01 eta: 1 day, 15:45:50 time: 0.6019 data_time: 0.0809 memory: 16132 grad_norm: 0.8923 loss: 3.2469 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2469 2023/07/20 05:36:50 - mmengine - INFO - Epoch(train) [4][8160/9365] lr: 3.7487e-01 eta: 1 day, 15:45:18 time: 0.6017 data_time: 0.0872 memory: 16132 grad_norm: 0.8964 loss: 3.1209 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1209 2023/07/20 05:37:03 - mmengine - INFO - Epoch(train) [4][8180/9365] lr: 3.7484e-01 eta: 1 day, 15:44:48 time: 0.6138 data_time: 0.0871 memory: 16132 grad_norm: 0.8854 loss: 3.0930 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0930 2023/07/20 05:37:15 - mmengine - INFO - Epoch(train) [4][8200/9365] lr: 3.7481e-01 eta: 1 day, 15:44:19 time: 0.6279 data_time: 0.0814 memory: 16132 grad_norm: 0.8906 loss: 3.1244 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1244 2023/07/20 05:37:27 - mmengine - INFO - Epoch(train) [4][8220/9365] lr: 3.7478e-01 eta: 1 day, 15:43:49 time: 0.6138 data_time: 0.0860 memory: 16132 grad_norm: 0.8977 loss: 3.2342 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2342 2023/07/20 05:37:40 - mmengine - INFO - Epoch(train) [4][8240/9365] lr: 3.7476e-01 eta: 1 day, 15:43:18 time: 0.6101 data_time: 0.0986 memory: 16132 grad_norm: 0.8980 loss: 3.3026 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.3026 2023/07/20 05:37:52 - mmengine - INFO - Epoch(train) [4][8260/9365] lr: 3.7473e-01 eta: 1 day, 15:42:47 time: 0.6011 data_time: 0.0783 memory: 16132 grad_norm: 0.8919 loss: 3.1971 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1971 2023/07/20 05:38:04 - mmengine - INFO - Epoch(train) [4][8280/9365] lr: 3.7470e-01 eta: 1 day, 15:42:18 time: 0.6280 data_time: 0.0831 memory: 16132 grad_norm: 0.9088 loss: 3.1444 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.1444 2023/07/20 05:38:16 - mmengine - INFO - Epoch(train) [4][8300/9365] lr: 3.7468e-01 eta: 1 day, 15:41:45 time: 0.5844 data_time: 0.0844 memory: 16132 grad_norm: 0.8831 loss: 3.1347 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.1347 2023/07/20 05:38:28 - mmengine - INFO - Epoch(train) [4][8320/9365] lr: 3.7465e-01 eta: 1 day, 15:41:12 time: 0.5894 data_time: 0.1149 memory: 16132 grad_norm: 0.8976 loss: 3.1499 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1499 2023/07/20 05:38:40 - mmengine - INFO - Epoch(train) [4][8340/9365] lr: 3.7462e-01 eta: 1 day, 15:40:42 time: 0.6135 data_time: 0.1074 memory: 16132 grad_norm: 0.9095 loss: 3.2430 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 3.2430 2023/07/20 05:38:52 - mmengine - INFO - Epoch(train) [4][8360/9365] lr: 3.7459e-01 eta: 1 day, 15:40:12 time: 0.6162 data_time: 0.0981 memory: 16132 grad_norm: 0.8841 loss: 3.1443 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1443 2023/07/20 05:39:04 - mmengine - INFO - Epoch(train) [4][8380/9365] lr: 3.7457e-01 eta: 1 day, 15:39:42 time: 0.6111 data_time: 0.1390 memory: 16132 grad_norm: 0.8996 loss: 3.1947 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1947 2023/07/20 05:39:16 - mmengine - INFO - Epoch(train) [4][8400/9365] lr: 3.7454e-01 eta: 1 day, 15:39:09 time: 0.5894 data_time: 0.1139 memory: 16132 grad_norm: 0.8878 loss: 3.0815 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0815 2023/07/20 05:39:29 - mmengine - INFO - Epoch(train) [4][8420/9365] lr: 3.7451e-01 eta: 1 day, 15:38:41 time: 0.6335 data_time: 0.0851 memory: 16132 grad_norm: 0.8890 loss: 3.1888 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.1888 2023/07/20 05:39:41 - mmengine - INFO - Epoch(train) [4][8440/9365] lr: 3.7448e-01 eta: 1 day, 15:38:10 time: 0.6044 data_time: 0.0770 memory: 16132 grad_norm: 0.8713 loss: 3.1907 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1907 2023/07/20 05:39:53 - mmengine - INFO - Epoch(train) [4][8460/9365] lr: 3.7446e-01 eta: 1 day, 15:37:39 time: 0.6000 data_time: 0.0814 memory: 16132 grad_norm: 0.9168 loss: 3.1258 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1258 2023/07/20 05:40:05 - mmengine - INFO - Epoch(train) [4][8480/9365] lr: 3.7443e-01 eta: 1 day, 15:37:08 time: 0.6054 data_time: 0.1001 memory: 16132 grad_norm: 0.8837 loss: 3.2516 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2516 2023/07/20 05:40:17 - mmengine - INFO - Epoch(train) [4][8500/9365] lr: 3.7440e-01 eta: 1 day, 15:36:38 time: 0.6145 data_time: 0.0865 memory: 16132 grad_norm: 0.9138 loss: 3.2240 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2240 2023/07/20 05:40:29 - mmengine - INFO - Epoch(train) [4][8520/9365] lr: 3.7438e-01 eta: 1 day, 15:36:05 time: 0.5830 data_time: 0.0803 memory: 16132 grad_norm: 0.9137 loss: 3.3638 top1_acc: 0.1562 top5_acc: 0.6250 loss_cls: 3.3638 2023/07/20 05:40:42 - mmengine - INFO - Epoch(train) [4][8540/9365] lr: 3.7435e-01 eta: 1 day, 15:35:36 time: 0.6260 data_time: 0.1078 memory: 16132 grad_norm: 0.8837 loss: 3.1985 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.1985 2023/07/20 05:40:54 - mmengine - INFO - Epoch(train) [4][8560/9365] lr: 3.7432e-01 eta: 1 day, 15:35:05 time: 0.6030 data_time: 0.0824 memory: 16132 grad_norm: 0.8895 loss: 3.4066 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.4066 2023/07/20 05:41:06 - mmengine - INFO - Epoch(train) [4][8580/9365] lr: 3.7429e-01 eta: 1 day, 15:34:37 time: 0.6280 data_time: 0.1040 memory: 16132 grad_norm: 0.9202 loss: 3.1596 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.1596 2023/07/20 05:41:18 - mmengine - INFO - Epoch(train) [4][8600/9365] lr: 3.7427e-01 eta: 1 day, 15:34:03 time: 0.5821 data_time: 0.0963 memory: 16132 grad_norm: 0.8809 loss: 3.0576 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0576 2023/07/20 05:41:30 - mmengine - INFO - Epoch(train) [4][8620/9365] lr: 3.7424e-01 eta: 1 day, 15:33:34 time: 0.6172 data_time: 0.0836 memory: 16132 grad_norm: 0.8976 loss: 3.2311 top1_acc: 0.3750 top5_acc: 0.4688 loss_cls: 3.2311 2023/07/20 05:41:42 - mmengine - INFO - Epoch(train) [4][8640/9365] lr: 3.7421e-01 eta: 1 day, 15:33:00 time: 0.5762 data_time: 0.0801 memory: 16132 grad_norm: 0.9169 loss: 3.0989 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0989 2023/07/20 05:41:54 - mmengine - INFO - Epoch(train) [4][8660/9365] lr: 3.7418e-01 eta: 1 day, 15:32:31 time: 0.6242 data_time: 0.0858 memory: 16132 grad_norm: 0.8914 loss: 3.3252 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.3252 2023/07/20 05:42:06 - mmengine - INFO - Epoch(train) [4][8680/9365] lr: 3.7416e-01 eta: 1 day, 15:31:59 time: 0.5837 data_time: 0.0900 memory: 16132 grad_norm: 0.8905 loss: 3.2364 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.2364 2023/07/20 05:42:18 - mmengine - INFO - Epoch(train) [4][8700/9365] lr: 3.7413e-01 eta: 1 day, 15:31:28 time: 0.6082 data_time: 0.1079 memory: 16132 grad_norm: 0.9178 loss: 3.1848 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.1848 2023/07/20 05:42:30 - mmengine - INFO - Epoch(train) [4][8720/9365] lr: 3.7410e-01 eta: 1 day, 15:30:57 time: 0.5987 data_time: 0.0987 memory: 16132 grad_norm: 0.9095 loss: 3.1838 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1838 2023/07/20 05:42:42 - mmengine - INFO - Epoch(train) [4][8740/9365] lr: 3.7407e-01 eta: 1 day, 15:30:25 time: 0.5900 data_time: 0.0813 memory: 16132 grad_norm: 0.8836 loss: 3.1376 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.1376 2023/07/20 05:42:54 - mmengine - INFO - Epoch(train) [4][8760/9365] lr: 3.7405e-01 eta: 1 day, 15:29:56 time: 0.6251 data_time: 0.0945 memory: 16132 grad_norm: 0.8950 loss: 3.2210 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.2210 2023/07/20 05:43:06 - mmengine - INFO - Epoch(train) [4][8780/9365] lr: 3.7402e-01 eta: 1 day, 15:29:25 time: 0.6014 data_time: 0.0780 memory: 16132 grad_norm: 0.9124 loss: 3.1955 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1955 2023/07/20 05:43:19 - mmengine - INFO - Epoch(train) [4][8800/9365] lr: 3.7399e-01 eta: 1 day, 15:28:57 time: 0.6329 data_time: 0.0850 memory: 16132 grad_norm: 0.8846 loss: 3.2007 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.2007 2023/07/20 05:43:31 - mmengine - INFO - Epoch(train) [4][8820/9365] lr: 3.7396e-01 eta: 1 day, 15:28:26 time: 0.5975 data_time: 0.0874 memory: 16132 grad_norm: 0.9060 loss: 3.1823 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1823 2023/07/20 05:43:44 - mmengine - INFO - Epoch(train) [4][8840/9365] lr: 3.7394e-01 eta: 1 day, 15:27:58 time: 0.6246 data_time: 0.0970 memory: 16132 grad_norm: 0.9140 loss: 3.1292 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1292 2023/07/20 05:43:55 - mmengine - INFO - Epoch(train) [4][8860/9365] lr: 3.7391e-01 eta: 1 day, 15:27:25 time: 0.5894 data_time: 0.0811 memory: 16132 grad_norm: 0.9135 loss: 3.2044 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.2044 2023/07/20 05:44:08 - mmengine - INFO - Epoch(train) [4][8880/9365] lr: 3.7388e-01 eta: 1 day, 15:26:56 time: 0.6156 data_time: 0.0874 memory: 16132 grad_norm: 0.8997 loss: 3.2128 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.2128 2023/07/20 05:44:19 - mmengine - INFO - Epoch(train) [4][8900/9365] lr: 3.7385e-01 eta: 1 day, 15:26:24 time: 0.5895 data_time: 0.0906 memory: 16132 grad_norm: 0.8940 loss: 3.1572 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1572 2023/07/20 05:44:22 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 05:44:32 - mmengine - INFO - Epoch(train) [4][8920/9365] lr: 3.7383e-01 eta: 1 day, 15:25:55 time: 0.6148 data_time: 0.0919 memory: 16132 grad_norm: 0.9128 loss: 3.2189 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2189 2023/07/20 05:44:43 - mmengine - INFO - Epoch(train) [4][8940/9365] lr: 3.7380e-01 eta: 1 day, 15:25:22 time: 0.5822 data_time: 0.0943 memory: 16132 grad_norm: 0.8741 loss: 3.1390 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 3.1390 2023/07/20 05:44:56 - mmengine - INFO - Epoch(train) [4][8960/9365] lr: 3.7377e-01 eta: 1 day, 15:24:52 time: 0.6084 data_time: 0.0996 memory: 16132 grad_norm: 0.9081 loss: 3.1210 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1210 2023/07/20 05:45:08 - mmengine - INFO - Epoch(train) [4][8980/9365] lr: 3.7374e-01 eta: 1 day, 15:24:23 time: 0.6232 data_time: 0.0959 memory: 16132 grad_norm: 0.9270 loss: 3.0487 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0487 2023/07/20 05:45:20 - mmengine - INFO - Epoch(train) [4][9000/9365] lr: 3.7371e-01 eta: 1 day, 15:23:52 time: 0.5982 data_time: 0.1096 memory: 16132 grad_norm: 0.8823 loss: 3.1498 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1498 2023/07/20 05:45:32 - mmengine - INFO - Epoch(train) [4][9020/9365] lr: 3.7369e-01 eta: 1 day, 15:23:23 time: 0.6129 data_time: 0.0814 memory: 16132 grad_norm: 0.9113 loss: 3.2251 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2251 2023/07/20 05:45:44 - mmengine - INFO - Epoch(train) [4][9040/9365] lr: 3.7366e-01 eta: 1 day, 15:22:52 time: 0.6047 data_time: 0.0853 memory: 16132 grad_norm: 0.8732 loss: 3.1983 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.1983 2023/07/20 05:45:57 - mmengine - INFO - Epoch(train) [4][9060/9365] lr: 3.7363e-01 eta: 1 day, 15:22:24 time: 0.6243 data_time: 0.0830 memory: 16132 grad_norm: 0.8966 loss: 3.0869 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0869 2023/07/20 05:46:08 - mmengine - INFO - Epoch(train) [4][9080/9365] lr: 3.7360e-01 eta: 1 day, 15:21:51 time: 0.5830 data_time: 0.0862 memory: 16132 grad_norm: 0.9235 loss: 3.0818 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0818 2023/07/20 05:46:21 - mmengine - INFO - Epoch(train) [4][9100/9365] lr: 3.7358e-01 eta: 1 day, 15:21:25 time: 0.6423 data_time: 0.1493 memory: 16132 grad_norm: 0.8956 loss: 3.1764 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1764 2023/07/20 05:46:33 - mmengine - INFO - Epoch(train) [4][9120/9365] lr: 3.7355e-01 eta: 1 day, 15:20:55 time: 0.6076 data_time: 0.0846 memory: 16132 grad_norm: 0.8887 loss: 3.1899 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1899 2023/07/20 05:46:46 - mmengine - INFO - Epoch(train) [4][9140/9365] lr: 3.7352e-01 eta: 1 day, 15:20:25 time: 0.6059 data_time: 0.0771 memory: 16132 grad_norm: 0.8995 loss: 3.1330 top1_acc: 0.2500 top5_acc: 0.3438 loss_cls: 3.1330 2023/07/20 05:46:58 - mmengine - INFO - Epoch(train) [4][9160/9365] lr: 3.7349e-01 eta: 1 day, 15:19:54 time: 0.6034 data_time: 0.0912 memory: 16132 grad_norm: 0.8873 loss: 3.1725 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.1725 2023/07/20 05:47:10 - mmengine - INFO - Epoch(train) [4][9180/9365] lr: 3.7346e-01 eta: 1 day, 15:19:23 time: 0.5919 data_time: 0.1094 memory: 16132 grad_norm: 0.8842 loss: 3.1154 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.1154 2023/07/20 05:47:22 - mmengine - INFO - Epoch(train) [4][9200/9365] lr: 3.7344e-01 eta: 1 day, 15:18:56 time: 0.6421 data_time: 0.0808 memory: 16132 grad_norm: 0.8958 loss: 3.1048 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.1048 2023/07/20 05:47:34 - mmengine - INFO - Epoch(train) [4][9220/9365] lr: 3.7341e-01 eta: 1 day, 15:18:24 time: 0.5876 data_time: 0.0837 memory: 16132 grad_norm: 0.9161 loss: 3.1599 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1599 2023/07/20 05:47:46 - mmengine - INFO - Epoch(train) [4][9240/9365] lr: 3.7338e-01 eta: 1 day, 15:17:54 time: 0.6003 data_time: 0.0922 memory: 16132 grad_norm: 0.8747 loss: 3.0982 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0982 2023/07/20 05:47:58 - mmengine - INFO - Epoch(train) [4][9260/9365] lr: 3.7335e-01 eta: 1 day, 15:17:24 time: 0.6109 data_time: 0.1177 memory: 16132 grad_norm: 0.9024 loss: 3.0054 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.0054 2023/07/20 05:48:11 - mmengine - INFO - Epoch(train) [4][9280/9365] lr: 3.7333e-01 eta: 1 day, 15:16:55 time: 0.6134 data_time: 0.1007 memory: 16132 grad_norm: 0.8891 loss: 3.3289 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.3289 2023/07/20 05:48:22 - mmengine - INFO - Epoch(train) [4][9300/9365] lr: 3.7330e-01 eta: 1 day, 15:16:23 time: 0.5912 data_time: 0.0878 memory: 16132 grad_norm: 0.9055 loss: 3.0271 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0271 2023/07/20 05:48:35 - mmengine - INFO - Epoch(train) [4][9320/9365] lr: 3.7327e-01 eta: 1 day, 15:15:53 time: 0.6059 data_time: 0.0867 memory: 16132 grad_norm: 0.9110 loss: 3.1766 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1766 2023/07/20 05:48:47 - mmengine - INFO - Epoch(train) [4][9340/9365] lr: 3.7324e-01 eta: 1 day, 15:15:23 time: 0.6022 data_time: 0.0914 memory: 16132 grad_norm: 0.9164 loss: 3.2047 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.2047 2023/07/20 05:48:58 - mmengine - INFO - Epoch(train) [4][9360/9365] lr: 3.7321e-01 eta: 1 day, 15:14:51 time: 0.5837 data_time: 0.0842 memory: 16132 grad_norm: 0.9099 loss: 3.1226 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1226 2023/07/20 05:49:01 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 05:49:01 - mmengine - INFO - Epoch(train) [4][9365/9365] lr: 3.7321e-01 eta: 1 day, 15:14:41 time: 0.5401 data_time: 0.0830 memory: 16132 grad_norm: 0.9248 loss: 3.1570 top1_acc: 0.1250 top5_acc: 0.4167 loss_cls: 3.1570 2023/07/20 05:49:01 - mmengine - INFO - Saving checkpoint at 4 epochs 2023/07/20 05:49:19 - mmengine - INFO - Epoch(val) [4][20/78] eta: 0:00:48 time: 0.8379 data_time: 0.5315 memory: 3721 2023/07/20 05:49:31 - mmengine - INFO - Epoch(val) [4][40/78] eta: 0:00:27 time: 0.5973 data_time: 0.3110 memory: 3721 2023/07/20 05:49:41 - mmengine - INFO - Epoch(val) [4][60/78] eta: 0:00:11 time: 0.5301 data_time: 0.2453 memory: 3721 2023/07/20 05:49:52 - mmengine - INFO - Epoch(val) [4][78/78] acc/top1: 0.2190 acc/top5: 0.4613 acc/mean1: 0.2189 data_time: 0.3132 time: 0.5982 2023/07/20 05:49:52 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/daiwenxun/mmlab/mmaction2/work_dirs/slowonly_r50_8xb32-u48-240e_k400-keypoint/best_acc_top1_epoch_3.pth is removed 2023/07/20 05:49:53 - mmengine - INFO - The best checkpoint with 0.2190 acc/top1 at 4 epoch is saved to best_acc_top1_epoch_4.pth. 2023/07/20 05:50:15 - mmengine - INFO - Epoch(train) [5][ 20/9365] lr: 3.7318e-01 eta: 1 day, 15:14:59 time: 1.0863 data_time: 0.4023 memory: 16132 grad_norm: 0.9016 loss: 3.1014 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 3.1014 2023/07/20 05:50:27 - mmengine - INFO - Epoch(train) [5][ 40/9365] lr: 3.7315e-01 eta: 1 day, 15:14:29 time: 0.6027 data_time: 0.0895 memory: 16132 grad_norm: 0.9183 loss: 3.2205 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2205 2023/07/20 05:50:39 - mmengine - INFO - Epoch(train) [5][ 60/9365] lr: 3.7312e-01 eta: 1 day, 15:13:58 time: 0.5994 data_time: 0.0900 memory: 16132 grad_norm: 0.8879 loss: 3.2171 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2171 2023/07/20 05:50:51 - mmengine - INFO - Epoch(train) [5][ 80/9365] lr: 3.7309e-01 eta: 1 day, 15:13:29 time: 0.6112 data_time: 0.0960 memory: 16132 grad_norm: 0.9139 loss: 3.1322 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1322 2023/07/20 05:51:04 - mmengine - INFO - Epoch(train) [5][ 100/9365] lr: 3.7307e-01 eta: 1 day, 15:13:00 time: 0.6172 data_time: 0.0807 memory: 16132 grad_norm: 0.9051 loss: 3.1293 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.1293 2023/07/20 05:51:16 - mmengine - INFO - Epoch(train) [5][ 120/9365] lr: 3.7304e-01 eta: 1 day, 15:12:30 time: 0.6011 data_time: 0.0770 memory: 16132 grad_norm: 0.8706 loss: 3.1636 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1636 2023/07/20 05:51:28 - mmengine - INFO - Epoch(train) [5][ 140/9365] lr: 3.7301e-01 eta: 1 day, 15:12:02 time: 0.6217 data_time: 0.0848 memory: 16132 grad_norm: 0.9347 loss: 3.2550 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.2550 2023/07/20 05:51:40 - mmengine - INFO - Epoch(train) [5][ 160/9365] lr: 3.7298e-01 eta: 1 day, 15:11:33 time: 0.6165 data_time: 0.0886 memory: 16132 grad_norm: 0.9076 loss: 3.2052 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2052 2023/07/20 05:51:53 - mmengine - INFO - Epoch(train) [5][ 180/9365] lr: 3.7295e-01 eta: 1 day, 15:11:05 time: 0.6254 data_time: 0.0789 memory: 16132 grad_norm: 0.8799 loss: 3.2374 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.2374 2023/07/20 05:52:05 - mmengine - INFO - Epoch(train) [5][ 200/9365] lr: 3.7293e-01 eta: 1 day, 15:10:33 time: 0.5817 data_time: 0.1035 memory: 16132 grad_norm: 0.8711 loss: 3.1323 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1323 2023/07/20 05:52:17 - mmengine - INFO - Epoch(train) [5][ 220/9365] lr: 3.7290e-01 eta: 1 day, 15:10:05 time: 0.6235 data_time: 0.0960 memory: 16132 grad_norm: 0.9058 loss: 3.1450 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1450 2023/07/20 05:52:29 - mmengine - INFO - Epoch(train) [5][ 240/9365] lr: 3.7287e-01 eta: 1 day, 15:09:37 time: 0.6225 data_time: 0.0824 memory: 16132 grad_norm: 0.9015 loss: 3.2570 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.2570 2023/07/20 05:52:41 - mmengine - INFO - Epoch(train) [5][ 260/9365] lr: 3.7284e-01 eta: 1 day, 15:09:05 time: 0.5902 data_time: 0.0810 memory: 16132 grad_norm: 0.8980 loss: 3.2299 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2299 2023/07/20 05:52:54 - mmengine - INFO - Epoch(train) [5][ 280/9365] lr: 3.7281e-01 eta: 1 day, 15:08:40 time: 0.6469 data_time: 0.0788 memory: 16132 grad_norm: 0.8689 loss: 3.3849 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.3849 2023/07/20 05:53:06 - mmengine - INFO - Epoch(train) [5][ 300/9365] lr: 3.7279e-01 eta: 1 day, 15:08:08 time: 0.5896 data_time: 0.0847 memory: 16132 grad_norm: 0.8867 loss: 3.1767 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1767 2023/07/20 05:53:19 - mmengine - INFO - Epoch(train) [5][ 320/9365] lr: 3.7276e-01 eta: 1 day, 15:07:42 time: 0.6370 data_time: 0.0799 memory: 16132 grad_norm: 0.8935 loss: 3.1790 top1_acc: 0.1250 top5_acc: 0.5312 loss_cls: 3.1790 2023/07/20 05:53:31 - mmengine - INFO - Epoch(train) [5][ 340/9365] lr: 3.7273e-01 eta: 1 day, 15:07:11 time: 0.5967 data_time: 0.0841 memory: 16132 grad_norm: 0.9405 loss: 3.1241 top1_acc: 0.0938 top5_acc: 0.4062 loss_cls: 3.1241 2023/07/20 05:53:43 - mmengine - INFO - Epoch(train) [5][ 360/9365] lr: 3.7270e-01 eta: 1 day, 15:06:42 time: 0.6056 data_time: 0.0836 memory: 16132 grad_norm: 0.8883 loss: 3.1376 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1376 2023/07/20 05:53:56 - mmengine - INFO - Epoch(train) [5][ 380/9365] lr: 3.7267e-01 eta: 1 day, 15:06:16 time: 0.6446 data_time: 0.0853 memory: 16132 grad_norm: 0.9101 loss: 3.0666 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.0666 2023/07/20 05:54:08 - mmengine - INFO - Epoch(train) [5][ 400/9365] lr: 3.7264e-01 eta: 1 day, 15:05:46 time: 0.6040 data_time: 0.0792 memory: 16132 grad_norm: 0.9174 loss: 3.2226 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.2226 2023/07/20 05:54:20 - mmengine - INFO - Epoch(train) [5][ 420/9365] lr: 3.7262e-01 eta: 1 day, 15:05:18 time: 0.6175 data_time: 0.0856 memory: 16132 grad_norm: 0.9032 loss: 3.2367 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.2367 2023/07/20 05:54:33 - mmengine - INFO - Epoch(train) [5][ 440/9365] lr: 3.7259e-01 eta: 1 day, 15:04:49 time: 0.6199 data_time: 0.1193 memory: 16132 grad_norm: 0.8875 loss: 3.1772 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1772 2023/07/20 05:54:44 - mmengine - INFO - Epoch(train) [5][ 460/9365] lr: 3.7256e-01 eta: 1 day, 15:04:18 time: 0.5896 data_time: 0.0912 memory: 16132 grad_norm: 0.8993 loss: 3.2055 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.2055 2023/07/20 05:54:57 - mmengine - INFO - Epoch(train) [5][ 480/9365] lr: 3.7253e-01 eta: 1 day, 15:03:51 time: 0.6258 data_time: 0.1061 memory: 16132 grad_norm: 0.9019 loss: 3.1795 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.1795 2023/07/20 05:55:09 - mmengine - INFO - Epoch(train) [5][ 500/9365] lr: 3.7250e-01 eta: 1 day, 15:03:20 time: 0.5903 data_time: 0.0843 memory: 16132 grad_norm: 0.8841 loss: 3.2929 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.2929 2023/07/20 05:55:21 - mmengine - INFO - Epoch(train) [5][ 520/9365] lr: 3.7248e-01 eta: 1 day, 15:02:50 time: 0.6046 data_time: 0.0772 memory: 16132 grad_norm: 0.8960 loss: 3.0812 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.0812 2023/07/20 05:55:32 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 05:55:32 - mmengine - INFO - Epoch(train) [5][ 540/9365] lr: 3.7245e-01 eta: 1 day, 15:02:18 time: 0.5799 data_time: 0.0872 memory: 16132 grad_norm: 0.9049 loss: 3.1418 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.1418 2023/07/20 05:55:44 - mmengine - INFO - Epoch(train) [5][ 560/9365] lr: 3.7242e-01 eta: 1 day, 15:01:47 time: 0.5944 data_time: 0.1020 memory: 16132 grad_norm: 0.8899 loss: 3.1854 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 3.1854 2023/07/20 05:55:57 - mmengine - INFO - Epoch(train) [5][ 580/9365] lr: 3.7239e-01 eta: 1 day, 15:01:21 time: 0.6373 data_time: 0.0828 memory: 16132 grad_norm: 0.9052 loss: 3.2055 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.2055 2023/07/20 05:56:09 - mmengine - INFO - Epoch(train) [5][ 600/9365] lr: 3.7236e-01 eta: 1 day, 15:00:50 time: 0.5853 data_time: 0.0835 memory: 16132 grad_norm: 0.8956 loss: 3.0890 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.0890 2023/07/20 05:56:21 - mmengine - INFO - Epoch(train) [5][ 620/9365] lr: 3.7233e-01 eta: 1 day, 15:00:21 time: 0.6118 data_time: 0.0881 memory: 16132 grad_norm: 0.9027 loss: 3.0548 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0548 2023/07/20 05:56:33 - mmengine - INFO - Epoch(train) [5][ 640/9365] lr: 3.7231e-01 eta: 1 day, 14:59:49 time: 0.5765 data_time: 0.0837 memory: 16132 grad_norm: 0.9174 loss: 3.0500 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.0500 2023/07/20 05:56:45 - mmengine - INFO - Epoch(train) [5][ 660/9365] lr: 3.7228e-01 eta: 1 day, 14:59:19 time: 0.6055 data_time: 0.0970 memory: 16132 grad_norm: 0.9090 loss: 3.1633 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1633 2023/07/20 05:56:57 - mmengine - INFO - Epoch(train) [5][ 680/9365] lr: 3.7225e-01 eta: 1 day, 14:58:51 time: 0.6152 data_time: 0.0847 memory: 16132 grad_norm: 0.9229 loss: 3.0234 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.0234 2023/07/20 05:57:09 - mmengine - INFO - Epoch(train) [5][ 700/9365] lr: 3.7222e-01 eta: 1 day, 14:58:21 time: 0.5989 data_time: 0.0962 memory: 16132 grad_norm: 0.9117 loss: 3.1197 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1197 2023/07/20 05:57:21 - mmengine - INFO - Epoch(train) [5][ 720/9365] lr: 3.7219e-01 eta: 1 day, 14:57:52 time: 0.6114 data_time: 0.0956 memory: 16132 grad_norm: 0.9021 loss: 3.0527 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.0527 2023/07/20 05:57:33 - mmengine - INFO - Epoch(train) [5][ 740/9365] lr: 3.7216e-01 eta: 1 day, 14:57:22 time: 0.6022 data_time: 0.0835 memory: 16132 grad_norm: 0.9068 loss: 3.0406 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 3.0406 2023/07/20 05:57:45 - mmengine - INFO - Epoch(train) [5][ 760/9365] lr: 3.7213e-01 eta: 1 day, 14:56:53 time: 0.6096 data_time: 0.1040 memory: 16132 grad_norm: 0.9042 loss: 3.1904 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 3.1904 2023/07/20 05:57:57 - mmengine - INFO - Epoch(train) [5][ 780/9365] lr: 3.7211e-01 eta: 1 day, 14:56:23 time: 0.5977 data_time: 0.0845 memory: 16132 grad_norm: 0.8949 loss: 3.1089 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1089 2023/07/20 05:58:10 - mmengine - INFO - Epoch(train) [5][ 800/9365] lr: 3.7208e-01 eta: 1 day, 14:55:56 time: 0.6225 data_time: 0.0954 memory: 16132 grad_norm: 0.8914 loss: 3.2776 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.2776 2023/07/20 05:58:21 - mmengine - INFO - Epoch(train) [5][ 820/9365] lr: 3.7205e-01 eta: 1 day, 14:55:24 time: 0.5831 data_time: 0.0800 memory: 16132 grad_norm: 0.9174 loss: 3.1870 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.1870 2023/07/20 05:58:34 - mmengine - INFO - Epoch(train) [5][ 840/9365] lr: 3.7202e-01 eta: 1 day, 14:54:56 time: 0.6168 data_time: 0.0911 memory: 16132 grad_norm: 0.9088 loss: 3.1660 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1660 2023/07/20 05:58:46 - mmengine - INFO - Epoch(train) [5][ 860/9365] lr: 3.7199e-01 eta: 1 day, 14:54:28 time: 0.6121 data_time: 0.0895 memory: 16132 grad_norm: 0.9263 loss: 3.1075 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1075 2023/07/20 05:58:58 - mmengine - INFO - Epoch(train) [5][ 880/9365] lr: 3.7196e-01 eta: 1 day, 14:53:57 time: 0.5878 data_time: 0.0808 memory: 16132 grad_norm: 0.8881 loss: 3.0479 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0479 2023/07/20 05:59:10 - mmengine - INFO - Epoch(train) [5][ 900/9365] lr: 3.7193e-01 eta: 1 day, 14:53:28 time: 0.6127 data_time: 0.1032 memory: 16132 grad_norm: 0.9073 loss: 3.2472 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2472 2023/07/20 05:59:22 - mmengine - INFO - Epoch(train) [5][ 920/9365] lr: 3.7191e-01 eta: 1 day, 14:52:59 time: 0.6012 data_time: 0.0918 memory: 16132 grad_norm: 0.9153 loss: 3.2117 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.2117 2023/07/20 05:59:35 - mmengine - INFO - Epoch(train) [5][ 940/9365] lr: 3.7188e-01 eta: 1 day, 14:52:33 time: 0.6380 data_time: 0.1138 memory: 16132 grad_norm: 0.9254 loss: 3.3119 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.3119 2023/07/20 05:59:47 - mmengine - INFO - Epoch(train) [5][ 960/9365] lr: 3.7185e-01 eta: 1 day, 14:52:04 time: 0.6149 data_time: 0.0945 memory: 16132 grad_norm: 0.8964 loss: 3.0944 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0944 2023/07/20 05:59:59 - mmengine - INFO - Epoch(train) [5][ 980/9365] lr: 3.7182e-01 eta: 1 day, 14:51:35 time: 0.6051 data_time: 0.0772 memory: 16132 grad_norm: 0.9091 loss: 3.0723 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 3.0723 2023/07/20 06:00:11 - mmengine - INFO - Epoch(train) [5][1000/9365] lr: 3.7179e-01 eta: 1 day, 14:51:04 time: 0.5853 data_time: 0.0778 memory: 16132 grad_norm: 0.8847 loss: 3.2739 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.2739 2023/07/20 06:00:23 - mmengine - INFO - Epoch(train) [5][1020/9365] lr: 3.7176e-01 eta: 1 day, 14:50:35 time: 0.6063 data_time: 0.0824 memory: 16132 grad_norm: 0.9164 loss: 3.1565 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1565 2023/07/20 06:00:36 - mmengine - INFO - Epoch(train) [5][1040/9365] lr: 3.7173e-01 eta: 1 day, 14:50:09 time: 0.6394 data_time: 0.0899 memory: 16132 grad_norm: 0.8767 loss: 3.1732 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.1732 2023/07/20 06:00:48 - mmengine - INFO - Epoch(train) [5][1060/9365] lr: 3.7171e-01 eta: 1 day, 14:49:39 time: 0.5971 data_time: 0.0806 memory: 16132 grad_norm: 0.8778 loss: 3.2173 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.2173 2023/07/20 06:01:00 - mmengine - INFO - Epoch(train) [5][1080/9365] lr: 3.7168e-01 eta: 1 day, 14:49:09 time: 0.5940 data_time: 0.0818 memory: 16132 grad_norm: 0.9180 loss: 3.2974 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2974 2023/07/20 06:01:12 - mmengine - INFO - Epoch(train) [5][1100/9365] lr: 3.7165e-01 eta: 1 day, 14:48:41 time: 0.6165 data_time: 0.0895 memory: 16132 grad_norm: 0.8853 loss: 3.2137 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.2137 2023/07/20 06:01:25 - mmengine - INFO - Epoch(train) [5][1120/9365] lr: 3.7162e-01 eta: 1 day, 14:48:14 time: 0.6226 data_time: 0.0800 memory: 16132 grad_norm: 0.8826 loss: 3.1525 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1525 2023/07/20 06:01:37 - mmengine - INFO - Epoch(train) [5][1140/9365] lr: 3.7159e-01 eta: 1 day, 14:47:45 time: 0.6017 data_time: 0.0759 memory: 16132 grad_norm: 0.9058 loss: 3.3639 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.3639 2023/07/20 06:01:49 - mmengine - INFO - Epoch(train) [5][1160/9365] lr: 3.7156e-01 eta: 1 day, 14:47:17 time: 0.6182 data_time: 0.0753 memory: 16132 grad_norm: 0.9077 loss: 3.2020 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.2020 2023/07/20 06:02:01 - mmengine - INFO - Epoch(train) [5][1180/9365] lr: 3.7153e-01 eta: 1 day, 14:46:48 time: 0.6014 data_time: 0.0853 memory: 16132 grad_norm: 0.8847 loss: 3.0442 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.0442 2023/07/20 06:02:13 - mmengine - INFO - Epoch(train) [5][1200/9365] lr: 3.7150e-01 eta: 1 day, 14:46:20 time: 0.6239 data_time: 0.0833 memory: 16132 grad_norm: 0.8907 loss: 3.1205 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1205 2023/07/20 06:02:25 - mmengine - INFO - Epoch(train) [5][1220/9365] lr: 3.7148e-01 eta: 1 day, 14:45:51 time: 0.5975 data_time: 0.0820 memory: 16132 grad_norm: 0.8912 loss: 3.3569 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.3569 2023/07/20 06:02:37 - mmengine - INFO - Epoch(train) [5][1240/9365] lr: 3.7145e-01 eta: 1 day, 14:45:21 time: 0.6005 data_time: 0.0820 memory: 16132 grad_norm: 0.8881 loss: 3.2352 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2352 2023/07/20 06:02:50 - mmengine - INFO - Epoch(train) [5][1260/9365] lr: 3.7142e-01 eta: 1 day, 14:44:56 time: 0.6374 data_time: 0.0815 memory: 16132 grad_norm: 0.9118 loss: 3.2253 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2253 2023/07/20 06:03:02 - mmengine - INFO - Epoch(train) [5][1280/9365] lr: 3.7139e-01 eta: 1 day, 14:44:24 time: 0.5745 data_time: 0.0786 memory: 16132 grad_norm: 0.8961 loss: 3.2166 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.2166 2023/07/20 06:03:14 - mmengine - INFO - Epoch(train) [5][1300/9365] lr: 3.7136e-01 eta: 1 day, 14:43:55 time: 0.6037 data_time: 0.0815 memory: 16132 grad_norm: 0.9165 loss: 3.1458 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.1458 2023/07/20 06:03:26 - mmengine - INFO - Epoch(train) [5][1320/9365] lr: 3.7133e-01 eta: 1 day, 14:43:27 time: 0.6168 data_time: 0.0812 memory: 16132 grad_norm: 0.9191 loss: 3.1451 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1451 2023/07/20 06:03:38 - mmengine - INFO - Epoch(train) [5][1340/9365] lr: 3.7130e-01 eta: 1 day, 14:42:59 time: 0.6103 data_time: 0.0777 memory: 16132 grad_norm: 0.9029 loss: 3.2114 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.2114 2023/07/20 06:03:51 - mmengine - INFO - Epoch(train) [5][1360/9365] lr: 3.7127e-01 eta: 1 day, 14:42:33 time: 0.6363 data_time: 0.0978 memory: 16132 grad_norm: 0.9138 loss: 3.1779 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1779 2023/07/20 06:04:04 - mmengine - INFO - Epoch(train) [5][1380/9365] lr: 3.7125e-01 eta: 1 day, 14:42:06 time: 0.6252 data_time: 0.0786 memory: 16132 grad_norm: 0.8902 loss: 3.2373 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2373 2023/07/20 06:04:15 - mmengine - INFO - Epoch(train) [5][1400/9365] lr: 3.7122e-01 eta: 1 day, 14:41:36 time: 0.5958 data_time: 0.1221 memory: 16132 grad_norm: 0.9292 loss: 3.2074 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.2074 2023/07/20 06:04:27 - mmengine - INFO - Epoch(train) [5][1420/9365] lr: 3.7119e-01 eta: 1 day, 14:41:07 time: 0.5990 data_time: 0.0860 memory: 16132 grad_norm: 0.9161 loss: 3.1452 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1452 2023/07/20 06:04:40 - mmengine - INFO - Epoch(train) [5][1440/9365] lr: 3.7116e-01 eta: 1 day, 14:40:39 time: 0.6143 data_time: 0.0776 memory: 16132 grad_norm: 0.8801 loss: 3.1909 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1909 2023/07/20 06:04:51 - mmengine - INFO - Epoch(train) [5][1460/9365] lr: 3.7113e-01 eta: 1 day, 14:40:09 time: 0.5885 data_time: 0.1057 memory: 16132 grad_norm: 0.8969 loss: 3.1284 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.1284 2023/07/20 06:05:03 - mmengine - INFO - Epoch(train) [5][1480/9365] lr: 3.7110e-01 eta: 1 day, 14:39:39 time: 0.5964 data_time: 0.1091 memory: 16132 grad_norm: 0.9005 loss: 3.1482 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.1482 2023/07/20 06:05:15 - mmengine - INFO - Epoch(train) [5][1500/9365] lr: 3.7107e-01 eta: 1 day, 14:39:09 time: 0.5926 data_time: 0.0830 memory: 16132 grad_norm: 0.9000 loss: 3.2445 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.2445 2023/07/20 06:05:28 - mmengine - INFO - Epoch(train) [5][1520/9365] lr: 3.7104e-01 eta: 1 day, 14:38:43 time: 0.6307 data_time: 0.0839 memory: 16132 grad_norm: 0.9100 loss: 3.2227 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.2227 2023/07/20 06:05:41 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 06:05:41 - mmengine - INFO - Epoch(train) [5][1540/9365] lr: 3.7101e-01 eta: 1 day, 14:38:19 time: 0.6525 data_time: 0.1289 memory: 16132 grad_norm: 0.8921 loss: 3.2634 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.2634 2023/07/20 06:05:53 - mmengine - INFO - Epoch(train) [5][1560/9365] lr: 3.7099e-01 eta: 1 day, 14:37:48 time: 0.5830 data_time: 0.0771 memory: 16132 grad_norm: 0.8938 loss: 3.2289 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.2289 2023/07/20 06:06:05 - mmengine - INFO - Epoch(train) [5][1580/9365] lr: 3.7096e-01 eta: 1 day, 14:37:21 time: 0.6173 data_time: 0.0830 memory: 16132 grad_norm: 0.8961 loss: 3.3178 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.3178 2023/07/20 06:06:17 - mmengine - INFO - Epoch(train) [5][1600/9365] lr: 3.7093e-01 eta: 1 day, 14:36:53 time: 0.6125 data_time: 0.0854 memory: 16132 grad_norm: 0.8869 loss: 3.1528 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.1528 2023/07/20 06:06:29 - mmengine - INFO - Epoch(train) [5][1620/9365] lr: 3.7090e-01 eta: 1 day, 14:36:24 time: 0.6038 data_time: 0.0836 memory: 16132 grad_norm: 0.9063 loss: 3.1884 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1884 2023/07/20 06:06:42 - mmengine - INFO - Epoch(train) [5][1640/9365] lr: 3.7087e-01 eta: 1 day, 14:35:56 time: 0.6131 data_time: 0.0889 memory: 16132 grad_norm: 0.8952 loss: 3.2853 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2853 2023/07/20 06:06:53 - mmengine - INFO - Epoch(train) [5][1660/9365] lr: 3.7084e-01 eta: 1 day, 14:35:27 time: 0.5941 data_time: 0.0967 memory: 16132 grad_norm: 0.8832 loss: 3.1315 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.1315 2023/07/20 06:07:06 - mmengine - INFO - Epoch(train) [5][1680/9365] lr: 3.7081e-01 eta: 1 day, 14:34:59 time: 0.6205 data_time: 0.1087 memory: 16132 grad_norm: 0.9182 loss: 3.2621 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.2621 2023/07/20 06:07:18 - mmengine - INFO - Epoch(train) [5][1700/9365] lr: 3.7078e-01 eta: 1 day, 14:34:31 time: 0.6106 data_time: 0.0828 memory: 16132 grad_norm: 0.9117 loss: 3.1794 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1794 2023/07/20 06:07:30 - mmengine - INFO - Epoch(train) [5][1720/9365] lr: 3.7075e-01 eta: 1 day, 14:34:03 time: 0.6022 data_time: 0.0786 memory: 16132 grad_norm: 0.9119 loss: 3.1674 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1674 2023/07/20 06:07:43 - mmengine - INFO - Epoch(train) [5][1740/9365] lr: 3.7072e-01 eta: 1 day, 14:33:36 time: 0.6296 data_time: 0.0872 memory: 16132 grad_norm: 0.8945 loss: 3.0668 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.0668 2023/07/20 06:07:55 - mmengine - INFO - Epoch(train) [5][1760/9365] lr: 3.7069e-01 eta: 1 day, 14:33:09 time: 0.6119 data_time: 0.0813 memory: 16132 grad_norm: 0.9057 loss: 3.0808 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0808 2023/07/20 06:08:07 - mmengine - INFO - Epoch(train) [5][1780/9365] lr: 3.7067e-01 eta: 1 day, 14:32:40 time: 0.6041 data_time: 0.0856 memory: 16132 grad_norm: 0.9106 loss: 3.1997 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1997 2023/07/20 06:08:19 - mmengine - INFO - Epoch(train) [5][1800/9365] lr: 3.7064e-01 eta: 1 day, 14:32:13 time: 0.6203 data_time: 0.0826 memory: 16132 grad_norm: 0.9066 loss: 3.1591 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1591 2023/07/20 06:08:32 - mmengine - INFO - Epoch(train) [5][1820/9365] lr: 3.7061e-01 eta: 1 day, 14:31:49 time: 0.6470 data_time: 0.0822 memory: 16132 grad_norm: 0.9034 loss: 3.3610 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.3610 2023/07/20 06:08:44 - mmengine - INFO - Epoch(train) [5][1840/9365] lr: 3.7058e-01 eta: 1 day, 14:31:18 time: 0.5814 data_time: 0.0769 memory: 16132 grad_norm: 0.9116 loss: 3.2698 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.2698 2023/07/20 06:08:56 - mmengine - INFO - Epoch(train) [5][1860/9365] lr: 3.7055e-01 eta: 1 day, 14:30:51 time: 0.6214 data_time: 0.0858 memory: 16132 grad_norm: 0.9061 loss: 3.3036 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.3036 2023/07/20 06:09:08 - mmengine - INFO - Epoch(train) [5][1880/9365] lr: 3.7052e-01 eta: 1 day, 14:30:21 time: 0.5857 data_time: 0.0875 memory: 16132 grad_norm: 0.9056 loss: 3.1524 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1524 2023/07/20 06:09:21 - mmengine - INFO - Epoch(train) [5][1900/9365] lr: 3.7049e-01 eta: 1 day, 14:29:56 time: 0.6417 data_time: 0.1144 memory: 16132 grad_norm: 0.9087 loss: 3.2773 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.2773 2023/07/20 06:09:34 - mmengine - INFO - Epoch(train) [5][1920/9365] lr: 3.7046e-01 eta: 1 day, 14:29:29 time: 0.6256 data_time: 0.0801 memory: 16132 grad_norm: 0.9105 loss: 3.1131 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.1131 2023/07/20 06:09:46 - mmengine - INFO - Epoch(train) [5][1940/9365] lr: 3.7043e-01 eta: 1 day, 14:29:00 time: 0.5989 data_time: 0.0808 memory: 16132 grad_norm: 0.9108 loss: 3.0550 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0550 2023/07/20 06:09:58 - mmengine - INFO - Epoch(train) [5][1960/9365] lr: 3.7040e-01 eta: 1 day, 14:28:35 time: 0.6378 data_time: 0.1230 memory: 16132 grad_norm: 0.9143 loss: 3.1183 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1183 2023/07/20 06:10:10 - mmengine - INFO - Epoch(train) [5][1980/9365] lr: 3.7037e-01 eta: 1 day, 14:28:05 time: 0.5852 data_time: 0.0900 memory: 16132 grad_norm: 0.9317 loss: 3.0120 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0120 2023/07/20 06:10:23 - mmengine - INFO - Epoch(train) [5][2000/9365] lr: 3.7034e-01 eta: 1 day, 14:27:39 time: 0.6266 data_time: 0.1266 memory: 16132 grad_norm: 0.8976 loss: 3.0053 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0053 2023/07/20 06:10:35 - mmengine - INFO - Epoch(train) [5][2020/9365] lr: 3.7031e-01 eta: 1 day, 14:27:11 time: 0.6083 data_time: 0.0828 memory: 16132 grad_norm: 0.9116 loss: 3.0968 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0968 2023/07/20 06:10:47 - mmengine - INFO - Epoch(train) [5][2040/9365] lr: 3.7029e-01 eta: 1 day, 14:26:44 time: 0.6201 data_time: 0.0920 memory: 16132 grad_norm: 0.8850 loss: 3.1525 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1525 2023/07/20 06:10:59 - mmengine - INFO - Epoch(train) [5][2060/9365] lr: 3.7026e-01 eta: 1 day, 14:26:17 time: 0.6201 data_time: 0.0770 memory: 16132 grad_norm: 0.9000 loss: 3.1847 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1847 2023/07/20 06:11:12 - mmengine - INFO - Epoch(train) [5][2080/9365] lr: 3.7023e-01 eta: 1 day, 14:25:49 time: 0.6031 data_time: 0.0773 memory: 16132 grad_norm: 0.9188 loss: 3.1955 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.1955 2023/07/20 06:11:24 - mmengine - INFO - Epoch(train) [5][2100/9365] lr: 3.7020e-01 eta: 1 day, 14:25:20 time: 0.6016 data_time: 0.0896 memory: 16132 grad_norm: 0.9241 loss: 3.2895 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2895 2023/07/20 06:11:36 - mmengine - INFO - Epoch(train) [5][2120/9365] lr: 3.7017e-01 eta: 1 day, 14:24:54 time: 0.6287 data_time: 0.0805 memory: 16132 grad_norm: 0.9008 loss: 3.1868 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1868 2023/07/20 06:11:48 - mmengine - INFO - Epoch(train) [5][2140/9365] lr: 3.7014e-01 eta: 1 day, 14:24:26 time: 0.6052 data_time: 0.0804 memory: 16132 grad_norm: 0.9046 loss: 3.2375 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2375 2023/07/20 06:12:01 - mmengine - INFO - Epoch(train) [5][2160/9365] lr: 3.7011e-01 eta: 1 day, 14:23:59 time: 0.6240 data_time: 0.0861 memory: 16132 grad_norm: 0.8936 loss: 3.1857 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1857 2023/07/20 06:12:13 - mmengine - INFO - Epoch(train) [5][2180/9365] lr: 3.7008e-01 eta: 1 day, 14:23:32 time: 0.6147 data_time: 0.0836 memory: 16132 grad_norm: 0.8961 loss: 3.1439 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.1439 2023/07/20 06:12:25 - mmengine - INFO - Epoch(train) [5][2200/9365] lr: 3.7005e-01 eta: 1 day, 14:23:04 time: 0.6072 data_time: 0.0900 memory: 16132 grad_norm: 0.9076 loss: 3.0778 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0778 2023/07/20 06:12:37 - mmengine - INFO - Epoch(train) [5][2220/9365] lr: 3.7002e-01 eta: 1 day, 14:22:36 time: 0.6010 data_time: 0.0812 memory: 16132 grad_norm: 0.8970 loss: 3.1224 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1224 2023/07/20 06:12:50 - mmengine - INFO - Epoch(train) [5][2240/9365] lr: 3.6999e-01 eta: 1 day, 14:22:11 time: 0.6451 data_time: 0.0849 memory: 16132 grad_norm: 0.8976 loss: 3.3460 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.3460 2023/07/20 06:13:02 - mmengine - INFO - Epoch(train) [5][2260/9365] lr: 3.6996e-01 eta: 1 day, 14:21:44 time: 0.6175 data_time: 0.1045 memory: 16132 grad_norm: 0.9003 loss: 3.0811 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0811 2023/07/20 06:13:15 - mmengine - INFO - Epoch(train) [5][2280/9365] lr: 3.6993e-01 eta: 1 day, 14:21:17 time: 0.6141 data_time: 0.0915 memory: 16132 grad_norm: 0.9126 loss: 3.0868 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0868 2023/07/20 06:13:27 - mmengine - INFO - Epoch(train) [5][2300/9365] lr: 3.6990e-01 eta: 1 day, 14:20:48 time: 0.5927 data_time: 0.0885 memory: 16132 grad_norm: 0.8913 loss: 3.1923 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1923 2023/07/20 06:13:39 - mmengine - INFO - Epoch(train) [5][2320/9365] lr: 3.6987e-01 eta: 1 day, 14:20:19 time: 0.5970 data_time: 0.0823 memory: 16132 grad_norm: 0.8898 loss: 3.1391 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1391 2023/07/20 06:13:51 - mmengine - INFO - Epoch(train) [5][2340/9365] lr: 3.6984e-01 eta: 1 day, 14:19:51 time: 0.6038 data_time: 0.0817 memory: 16132 grad_norm: 0.9210 loss: 3.0875 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.0875 2023/07/20 06:14:02 - mmengine - INFO - Epoch(train) [5][2360/9365] lr: 3.6981e-01 eta: 1 day, 14:19:21 time: 0.5871 data_time: 0.0826 memory: 16132 grad_norm: 0.9080 loss: 3.2653 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2653 2023/07/20 06:14:15 - mmengine - INFO - Epoch(train) [5][2380/9365] lr: 3.6978e-01 eta: 1 day, 14:18:54 time: 0.6147 data_time: 0.0757 memory: 16132 grad_norm: 0.9134 loss: 3.1759 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1759 2023/07/20 06:14:27 - mmengine - INFO - Epoch(train) [5][2400/9365] lr: 3.6976e-01 eta: 1 day, 14:18:27 time: 0.6152 data_time: 0.0838 memory: 16132 grad_norm: 0.9010 loss: 3.3174 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.3174 2023/07/20 06:14:39 - mmengine - INFO - Epoch(train) [5][2420/9365] lr: 3.6973e-01 eta: 1 day, 14:17:57 time: 0.5842 data_time: 0.0857 memory: 16132 grad_norm: 0.9204 loss: 3.0639 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.0639 2023/07/20 06:14:51 - mmengine - INFO - Epoch(train) [5][2440/9365] lr: 3.6970e-01 eta: 1 day, 14:17:31 time: 0.6279 data_time: 0.0880 memory: 16132 grad_norm: 0.9099 loss: 3.2742 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2742 2023/07/20 06:15:03 - mmengine - INFO - Epoch(train) [5][2460/9365] lr: 3.6967e-01 eta: 1 day, 14:17:02 time: 0.5857 data_time: 0.0814 memory: 16132 grad_norm: 0.8945 loss: 3.2319 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2319 2023/07/20 06:15:15 - mmengine - INFO - Epoch(train) [5][2480/9365] lr: 3.6964e-01 eta: 1 day, 14:16:33 time: 0.5989 data_time: 0.0871 memory: 16132 grad_norm: 0.8993 loss: 3.1797 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.1797 2023/07/20 06:15:27 - mmengine - INFO - Epoch(train) [5][2500/9365] lr: 3.6961e-01 eta: 1 day, 14:16:04 time: 0.5948 data_time: 0.0841 memory: 16132 grad_norm: 0.9010 loss: 3.2561 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2561 2023/07/20 06:15:39 - mmengine - INFO - Epoch(train) [5][2520/9365] lr: 3.6958e-01 eta: 1 day, 14:15:37 time: 0.6154 data_time: 0.0843 memory: 16132 grad_norm: 0.8990 loss: 3.2091 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.2091 2023/07/20 06:15:52 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 06:15:52 - mmengine - INFO - Epoch(train) [5][2540/9365] lr: 3.6955e-01 eta: 1 day, 14:15:11 time: 0.6255 data_time: 0.0767 memory: 16132 grad_norm: 0.9090 loss: 3.1813 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.1813 2023/07/20 06:16:04 - mmengine - INFO - Epoch(train) [5][2560/9365] lr: 3.6952e-01 eta: 1 day, 14:14:46 time: 0.6297 data_time: 0.0788 memory: 16132 grad_norm: 0.9140 loss: 3.1980 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.1980 2023/07/20 06:16:16 - mmengine - INFO - Epoch(train) [5][2580/9365] lr: 3.6949e-01 eta: 1 day, 14:14:18 time: 0.6089 data_time: 0.0877 memory: 16132 grad_norm: 0.9060 loss: 3.0652 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0652 2023/07/20 06:16:29 - mmengine - INFO - Epoch(train) [5][2600/9365] lr: 3.6946e-01 eta: 1 day, 14:13:52 time: 0.6159 data_time: 0.0810 memory: 16132 grad_norm: 0.9094 loss: 3.2062 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.2062 2023/07/20 06:16:42 - mmengine - INFO - Epoch(train) [5][2620/9365] lr: 3.6943e-01 eta: 1 day, 14:13:28 time: 0.6484 data_time: 0.0788 memory: 16132 grad_norm: 0.9063 loss: 3.1777 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.1777 2023/07/20 06:16:54 - mmengine - INFO - Epoch(train) [5][2640/9365] lr: 3.6940e-01 eta: 1 day, 14:12:59 time: 0.5919 data_time: 0.0910 memory: 16132 grad_norm: 0.8992 loss: 3.2398 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2398 2023/07/20 06:17:05 - mmengine - INFO - Epoch(train) [5][2660/9365] lr: 3.6937e-01 eta: 1 day, 14:12:30 time: 0.5933 data_time: 0.0885 memory: 16132 grad_norm: 0.9163 loss: 3.1406 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1406 2023/07/20 06:17:17 - mmengine - INFO - Epoch(train) [5][2680/9365] lr: 3.6934e-01 eta: 1 day, 14:12:01 time: 0.5915 data_time: 0.0952 memory: 16132 grad_norm: 0.8970 loss: 3.3232 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.3232 2023/07/20 06:17:29 - mmengine - INFO - Epoch(train) [5][2700/9365] lr: 3.6931e-01 eta: 1 day, 14:11:33 time: 0.6025 data_time: 0.1015 memory: 16132 grad_norm: 0.9022 loss: 3.0013 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 3.0013 2023/07/20 06:17:42 - mmengine - INFO - Epoch(train) [5][2720/9365] lr: 3.6928e-01 eta: 1 day, 14:11:09 time: 0.6458 data_time: 0.1104 memory: 16132 grad_norm: 0.9092 loss: 3.1623 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.1623 2023/07/20 06:17:54 - mmengine - INFO - Epoch(train) [5][2740/9365] lr: 3.6925e-01 eta: 1 day, 14:10:39 time: 0.5825 data_time: 0.0802 memory: 16132 grad_norm: 0.9109 loss: 3.1931 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.1931 2023/07/20 06:18:06 - mmengine - INFO - Epoch(train) [5][2760/9365] lr: 3.6922e-01 eta: 1 day, 14:10:12 time: 0.6088 data_time: 0.0913 memory: 16132 grad_norm: 0.9163 loss: 3.1789 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1789 2023/07/20 06:18:18 - mmengine - INFO - Epoch(train) [5][2780/9365] lr: 3.6919e-01 eta: 1 day, 14:09:43 time: 0.5914 data_time: 0.0840 memory: 16132 grad_norm: 0.9158 loss: 3.1417 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.1417 2023/07/20 06:18:30 - mmengine - INFO - Epoch(train) [5][2800/9365] lr: 3.6916e-01 eta: 1 day, 14:09:14 time: 0.5935 data_time: 0.0865 memory: 16132 grad_norm: 0.8931 loss: 3.2597 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.2597 2023/07/20 06:18:42 - mmengine - INFO - Epoch(train) [5][2820/9365] lr: 3.6913e-01 eta: 1 day, 14:08:46 time: 0.6024 data_time: 0.1051 memory: 16132 grad_norm: 0.8859 loss: 3.2011 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.2011 2023/07/20 06:18:54 - mmengine - INFO - Epoch(train) [5][2840/9365] lr: 3.6910e-01 eta: 1 day, 14:08:19 time: 0.6092 data_time: 0.0887 memory: 16132 grad_norm: 0.9287 loss: 3.0631 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0631 2023/07/20 06:19:06 - mmengine - INFO - Epoch(train) [5][2860/9365] lr: 3.6907e-01 eta: 1 day, 14:07:50 time: 0.5928 data_time: 0.0836 memory: 16132 grad_norm: 0.9029 loss: 3.2188 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.2188 2023/07/20 06:19:18 - mmengine - INFO - Epoch(train) [5][2880/9365] lr: 3.6904e-01 eta: 1 day, 14:07:23 time: 0.6103 data_time: 0.1021 memory: 16132 grad_norm: 0.9084 loss: 3.1468 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.1468 2023/07/20 06:19:30 - mmengine - INFO - Epoch(train) [5][2900/9365] lr: 3.6901e-01 eta: 1 day, 14:06:56 time: 0.6103 data_time: 0.0822 memory: 16132 grad_norm: 0.9170 loss: 3.2452 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.2452 2023/07/20 06:19:42 - mmengine - INFO - Epoch(train) [5][2920/9365] lr: 3.6898e-01 eta: 1 day, 14:06:27 time: 0.5915 data_time: 0.0833 memory: 16132 grad_norm: 0.9008 loss: 3.1408 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1408 2023/07/20 06:19:54 - mmengine - INFO - Epoch(train) [5][2940/9365] lr: 3.6895e-01 eta: 1 day, 14:05:59 time: 0.5992 data_time: 0.0937 memory: 16132 grad_norm: 0.8826 loss: 3.0258 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.0258 2023/07/20 06:20:06 - mmengine - INFO - Epoch(train) [5][2960/9365] lr: 3.6892e-01 eta: 1 day, 14:05:32 time: 0.6095 data_time: 0.0895 memory: 16132 grad_norm: 0.9010 loss: 3.2319 top1_acc: 0.1562 top5_acc: 0.3125 loss_cls: 3.2319 2023/07/20 06:20:19 - mmengine - INFO - Epoch(train) [5][2980/9365] lr: 3.6889e-01 eta: 1 day, 14:05:05 time: 0.6152 data_time: 0.0793 memory: 16132 grad_norm: 0.9068 loss: 3.0810 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0810 2023/07/20 06:20:31 - mmengine - INFO - Epoch(train) [5][3000/9365] lr: 3.6886e-01 eta: 1 day, 14:04:38 time: 0.6057 data_time: 0.0774 memory: 16132 grad_norm: 0.8873 loss: 3.0846 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0846 2023/07/20 06:20:44 - mmengine - INFO - Epoch(train) [5][3020/9365] lr: 3.6883e-01 eta: 1 day, 14:04:14 time: 0.6430 data_time: 0.1253 memory: 16132 grad_norm: 0.9244 loss: 3.3278 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.3278 2023/07/20 06:20:55 - mmengine - INFO - Epoch(train) [5][3040/9365] lr: 3.6880e-01 eta: 1 day, 14:03:44 time: 0.5840 data_time: 0.0826 memory: 16132 grad_norm: 0.8912 loss: 3.1291 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1291 2023/07/20 06:21:07 - mmengine - INFO - Epoch(train) [5][3060/9365] lr: 3.6877e-01 eta: 1 day, 14:03:17 time: 0.6069 data_time: 0.0876 memory: 16132 grad_norm: 0.8901 loss: 3.1183 top1_acc: 0.0625 top5_acc: 0.2812 loss_cls: 3.1183 2023/07/20 06:21:19 - mmengine - INFO - Epoch(train) [5][3080/9365] lr: 3.6874e-01 eta: 1 day, 14:02:48 time: 0.5857 data_time: 0.0956 memory: 16132 grad_norm: 0.9071 loss: 3.0156 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0156 2023/07/20 06:21:31 - mmengine - INFO - Epoch(train) [5][3100/9365] lr: 3.6871e-01 eta: 1 day, 14:02:20 time: 0.6018 data_time: 0.0930 memory: 16132 grad_norm: 0.9178 loss: 3.2135 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.2135 2023/07/20 06:21:43 - mmengine - INFO - Epoch(train) [5][3120/9365] lr: 3.6868e-01 eta: 1 day, 14:01:53 time: 0.6074 data_time: 0.0809 memory: 16132 grad_norm: 0.8854 loss: 3.0023 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 3.0023 2023/07/20 06:21:56 - mmengine - INFO - Epoch(train) [5][3140/9365] lr: 3.6865e-01 eta: 1 day, 14:01:26 time: 0.6135 data_time: 0.0777 memory: 16132 grad_norm: 0.9085 loss: 3.2857 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.2857 2023/07/20 06:22:08 - mmengine - INFO - Epoch(train) [5][3160/9365] lr: 3.6862e-01 eta: 1 day, 14:00:59 time: 0.6091 data_time: 0.0781 memory: 16132 grad_norm: 0.9213 loss: 3.2056 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2056 2023/07/20 06:22:21 - mmengine - INFO - Epoch(train) [5][3180/9365] lr: 3.6859e-01 eta: 1 day, 14:00:34 time: 0.6337 data_time: 0.1240 memory: 16132 grad_norm: 0.8917 loss: 3.1259 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1259 2023/07/20 06:22:32 - mmengine - INFO - Epoch(train) [5][3200/9365] lr: 3.6856e-01 eta: 1 day, 14:00:06 time: 0.5921 data_time: 0.0804 memory: 16132 grad_norm: 0.9144 loss: 3.3264 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.3264 2023/07/20 06:22:44 - mmengine - INFO - Epoch(train) [5][3220/9365] lr: 3.6853e-01 eta: 1 day, 13:59:37 time: 0.5928 data_time: 0.0775 memory: 16132 grad_norm: 0.8979 loss: 3.0822 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0822 2023/07/20 06:22:56 - mmengine - INFO - Epoch(train) [5][3240/9365] lr: 3.6850e-01 eta: 1 day, 13:59:10 time: 0.6050 data_time: 0.1343 memory: 16132 grad_norm: 0.9093 loss: 3.2244 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.2244 2023/07/20 06:23:08 - mmengine - INFO - Epoch(train) [5][3260/9365] lr: 3.6847e-01 eta: 1 day, 13:58:41 time: 0.5908 data_time: 0.1012 memory: 16132 grad_norm: 0.9053 loss: 3.1056 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.1056 2023/07/20 06:23:20 - mmengine - INFO - Epoch(train) [5][3280/9365] lr: 3.6844e-01 eta: 1 day, 13:58:14 time: 0.6092 data_time: 0.0904 memory: 16132 grad_norm: 0.9013 loss: 3.2242 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.2242 2023/07/20 06:23:32 - mmengine - INFO - Epoch(train) [5][3300/9365] lr: 3.6841e-01 eta: 1 day, 13:57:46 time: 0.5956 data_time: 0.0928 memory: 16132 grad_norm: 0.8984 loss: 3.0172 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 3.0172 2023/07/20 06:23:44 - mmengine - INFO - Epoch(train) [5][3320/9365] lr: 3.6838e-01 eta: 1 day, 13:57:19 time: 0.6091 data_time: 0.0941 memory: 16132 grad_norm: 0.9109 loss: 3.1059 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 3.1059 2023/07/20 06:23:57 - mmengine - INFO - Epoch(train) [5][3340/9365] lr: 3.6835e-01 eta: 1 day, 13:56:53 time: 0.6194 data_time: 0.0782 memory: 16132 grad_norm: 0.8972 loss: 2.9754 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9754 2023/07/20 06:24:09 - mmengine - INFO - Epoch(train) [5][3360/9365] lr: 3.6832e-01 eta: 1 day, 13:56:27 time: 0.6109 data_time: 0.0935 memory: 16132 grad_norm: 0.9197 loss: 3.1967 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1967 2023/07/20 06:24:21 - mmengine - INFO - Epoch(train) [5][3380/9365] lr: 3.6829e-01 eta: 1 day, 13:55:58 time: 0.5845 data_time: 0.0825 memory: 16132 grad_norm: 0.9023 loss: 3.1310 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.1310 2023/07/20 06:24:33 - mmengine - INFO - Epoch(train) [5][3400/9365] lr: 3.6826e-01 eta: 1 day, 13:55:32 time: 0.6277 data_time: 0.1033 memory: 16132 grad_norm: 0.9330 loss: 3.2137 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2137 2023/07/20 06:24:46 - mmengine - INFO - Epoch(train) [5][3420/9365] lr: 3.6823e-01 eta: 1 day, 13:55:10 time: 0.6584 data_time: 0.0869 memory: 16132 grad_norm: 0.9006 loss: 3.2315 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.2315 2023/07/20 06:24:59 - mmengine - INFO - Epoch(train) [5][3440/9365] lr: 3.6820e-01 eta: 1 day, 13:54:43 time: 0.6091 data_time: 0.0938 memory: 16132 grad_norm: 0.8972 loss: 3.1223 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1223 2023/07/20 06:25:11 - mmengine - INFO - Epoch(train) [5][3460/9365] lr: 3.6817e-01 eta: 1 day, 13:54:17 time: 0.6116 data_time: 0.0792 memory: 16132 grad_norm: 0.9010 loss: 3.1319 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.1319 2023/07/20 06:25:23 - mmengine - INFO - Epoch(train) [5][3480/9365] lr: 3.6814e-01 eta: 1 day, 13:53:50 time: 0.6178 data_time: 0.0944 memory: 16132 grad_norm: 0.8925 loss: 3.3130 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.3130 2023/07/20 06:25:35 - mmengine - INFO - Epoch(train) [5][3500/9365] lr: 3.6811e-01 eta: 1 day, 13:53:23 time: 0.6008 data_time: 0.0851 memory: 16132 grad_norm: 0.8883 loss: 3.1299 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1299 2023/07/20 06:25:48 - mmengine - INFO - Epoch(train) [5][3520/9365] lr: 3.6808e-01 eta: 1 day, 13:52:57 time: 0.6161 data_time: 0.0931 memory: 16132 grad_norm: 0.9219 loss: 3.0731 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0731 2023/07/20 06:26:00 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 06:26:00 - mmengine - INFO - Epoch(train) [5][3540/9365] lr: 3.6805e-01 eta: 1 day, 13:52:31 time: 0.6214 data_time: 0.0800 memory: 16132 grad_norm: 0.9170 loss: 3.2093 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.2093 2023/07/20 06:26:12 - mmengine - INFO - Epoch(train) [5][3560/9365] lr: 3.6802e-01 eta: 1 day, 13:52:03 time: 0.5980 data_time: 0.0850 memory: 16132 grad_norm: 0.9281 loss: 3.1714 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1714 2023/07/20 06:26:24 - mmengine - INFO - Epoch(train) [5][3580/9365] lr: 3.6799e-01 eta: 1 day, 13:51:37 time: 0.6092 data_time: 0.1290 memory: 16132 grad_norm: 0.9222 loss: 3.2664 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.2664 2023/07/20 06:26:37 - mmengine - INFO - Epoch(train) [5][3600/9365] lr: 3.6796e-01 eta: 1 day, 13:51:13 time: 0.6442 data_time: 0.0880 memory: 16132 grad_norm: 0.9128 loss: 3.1815 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1815 2023/07/20 06:26:50 - mmengine - INFO - Epoch(train) [5][3620/9365] lr: 3.6793e-01 eta: 1 day, 13:50:48 time: 0.6272 data_time: 0.0854 memory: 16132 grad_norm: 0.9248 loss: 3.1552 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1552 2023/07/20 06:27:02 - mmengine - INFO - Epoch(train) [5][3640/9365] lr: 3.6790e-01 eta: 1 day, 13:50:23 time: 0.6288 data_time: 0.0809 memory: 16132 grad_norm: 0.9155 loss: 3.2841 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2841 2023/07/20 06:27:14 - mmengine - INFO - Epoch(train) [5][3660/9365] lr: 3.6787e-01 eta: 1 day, 13:49:56 time: 0.6085 data_time: 0.0837 memory: 16132 grad_norm: 0.8859 loss: 3.1929 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1929 2023/07/20 06:27:26 - mmengine - INFO - Epoch(train) [5][3680/9365] lr: 3.6784e-01 eta: 1 day, 13:49:28 time: 0.5886 data_time: 0.0836 memory: 16132 grad_norm: 0.8928 loss: 3.0773 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0773 2023/07/20 06:27:38 - mmengine - INFO - Epoch(train) [5][3700/9365] lr: 3.6781e-01 eta: 1 day, 13:49:01 time: 0.6028 data_time: 0.0858 memory: 16132 grad_norm: 0.9070 loss: 3.0784 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0784 2023/07/20 06:27:51 - mmengine - INFO - Epoch(train) [5][3720/9365] lr: 3.6778e-01 eta: 1 day, 13:48:37 time: 0.6441 data_time: 0.1022 memory: 16132 grad_norm: 0.9159 loss: 3.1854 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.1854 2023/07/20 06:28:03 - mmengine - INFO - Epoch(train) [5][3740/9365] lr: 3.6774e-01 eta: 1 day, 13:48:08 time: 0.5846 data_time: 0.0795 memory: 16132 grad_norm: 0.9154 loss: 3.3034 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.3034 2023/07/20 06:28:15 - mmengine - INFO - Epoch(train) [5][3760/9365] lr: 3.6771e-01 eta: 1 day, 13:47:42 time: 0.6151 data_time: 0.1028 memory: 16132 grad_norm: 0.9234 loss: 3.1204 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1204 2023/07/20 06:28:28 - mmengine - INFO - Epoch(train) [5][3780/9365] lr: 3.6768e-01 eta: 1 day, 13:47:17 time: 0.6234 data_time: 0.0868 memory: 16132 grad_norm: 0.9076 loss: 3.2334 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2334 2023/07/20 06:28:40 - mmengine - INFO - Epoch(train) [5][3800/9365] lr: 3.6765e-01 eta: 1 day, 13:46:50 time: 0.6025 data_time: 0.0835 memory: 16132 grad_norm: 0.9170 loss: 3.2018 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2018 2023/07/20 06:28:52 - mmengine - INFO - Epoch(train) [5][3820/9365] lr: 3.6762e-01 eta: 1 day, 13:46:22 time: 0.5952 data_time: 0.0848 memory: 16132 grad_norm: 0.8936 loss: 3.0065 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0065 2023/07/20 06:29:03 - mmengine - INFO - Epoch(train) [5][3840/9365] lr: 3.6759e-01 eta: 1 day, 13:45:54 time: 0.5982 data_time: 0.1001 memory: 16132 grad_norm: 0.9091 loss: 3.2713 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.2713 2023/07/20 06:29:16 - mmengine - INFO - Epoch(train) [5][3860/9365] lr: 3.6756e-01 eta: 1 day, 13:45:28 time: 0.6060 data_time: 0.0986 memory: 16132 grad_norm: 0.8981 loss: 3.1800 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.1800 2023/07/20 06:29:28 - mmengine - INFO - Epoch(train) [5][3880/9365] lr: 3.6753e-01 eta: 1 day, 13:45:00 time: 0.6023 data_time: 0.0902 memory: 16132 grad_norm: 0.9282 loss: 3.1185 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1185 2023/07/20 06:29:40 - mmengine - INFO - Epoch(train) [5][3900/9365] lr: 3.6750e-01 eta: 1 day, 13:44:35 time: 0.6168 data_time: 0.0800 memory: 16132 grad_norm: 0.9130 loss: 3.2302 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.2302 2023/07/20 06:29:52 - mmengine - INFO - Epoch(train) [5][3920/9365] lr: 3.6747e-01 eta: 1 day, 13:44:09 time: 0.6204 data_time: 0.1040 memory: 16132 grad_norm: 0.9163 loss: 3.1140 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.1140 2023/07/20 06:30:04 - mmengine - INFO - Epoch(train) [5][3940/9365] lr: 3.6744e-01 eta: 1 day, 13:43:41 time: 0.5956 data_time: 0.0810 memory: 16132 grad_norm: 0.8886 loss: 3.2017 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2017 2023/07/20 06:30:17 - mmengine - INFO - Epoch(train) [5][3960/9365] lr: 3.6741e-01 eta: 1 day, 13:43:15 time: 0.6086 data_time: 0.0957 memory: 16132 grad_norm: 0.9097 loss: 3.0907 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.0907 2023/07/20 06:30:29 - mmengine - INFO - Epoch(train) [5][3980/9365] lr: 3.6738e-01 eta: 1 day, 13:42:51 time: 0.6385 data_time: 0.0815 memory: 16132 grad_norm: 0.9239 loss: 3.0771 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0771 2023/07/20 06:30:41 - mmengine - INFO - Epoch(train) [5][4000/9365] lr: 3.6735e-01 eta: 1 day, 13:42:24 time: 0.5976 data_time: 0.0843 memory: 16132 grad_norm: 0.9202 loss: 3.1547 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1547 2023/07/20 06:30:54 - mmengine - INFO - Epoch(train) [5][4020/9365] lr: 3.6732e-01 eta: 1 day, 13:41:58 time: 0.6201 data_time: 0.0806 memory: 16132 grad_norm: 0.8875 loss: 3.1138 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1138 2023/07/20 06:31:05 - mmengine - INFO - Epoch(train) [5][4040/9365] lr: 3.6729e-01 eta: 1 day, 13:41:29 time: 0.5825 data_time: 0.0837 memory: 16132 grad_norm: 0.9029 loss: 3.1763 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.1763 2023/07/20 06:31:18 - mmengine - INFO - Epoch(train) [5][4060/9365] lr: 3.6726e-01 eta: 1 day, 13:41:04 time: 0.6185 data_time: 0.0895 memory: 16132 grad_norm: 0.9060 loss: 3.0517 top1_acc: 0.4375 top5_acc: 0.5312 loss_cls: 3.0517 2023/07/20 06:31:30 - mmengine - INFO - Epoch(train) [5][4080/9365] lr: 3.6723e-01 eta: 1 day, 13:40:38 time: 0.6104 data_time: 0.0794 memory: 16132 grad_norm: 0.9080 loss: 3.1685 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1685 2023/07/20 06:31:42 - mmengine - INFO - Epoch(train) [5][4100/9365] lr: 3.6719e-01 eta: 1 day, 13:40:10 time: 0.5902 data_time: 0.0795 memory: 16132 grad_norm: 0.9130 loss: 3.0728 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0728 2023/07/20 06:31:54 - mmengine - INFO - Epoch(train) [5][4120/9365] lr: 3.6716e-01 eta: 1 day, 13:39:43 time: 0.6119 data_time: 0.1066 memory: 16132 grad_norm: 0.8816 loss: 3.1368 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1368 2023/07/20 06:32:07 - mmengine - INFO - Epoch(train) [5][4140/9365] lr: 3.6713e-01 eta: 1 day, 13:39:20 time: 0.6376 data_time: 0.0980 memory: 16132 grad_norm: 0.9044 loss: 3.2216 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.2216 2023/07/20 06:32:19 - mmengine - INFO - Epoch(train) [5][4160/9365] lr: 3.6710e-01 eta: 1 day, 13:38:52 time: 0.5970 data_time: 0.0794 memory: 16132 grad_norm: 0.9070 loss: 3.1001 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1001 2023/07/20 06:32:31 - mmengine - INFO - Epoch(train) [5][4180/9365] lr: 3.6707e-01 eta: 1 day, 13:38:25 time: 0.5971 data_time: 0.0815 memory: 16132 grad_norm: 0.9120 loss: 3.0785 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0785 2023/07/20 06:32:42 - mmengine - INFO - Epoch(train) [5][4200/9365] lr: 3.6704e-01 eta: 1 day, 13:37:57 time: 0.5863 data_time: 0.0795 memory: 16132 grad_norm: 0.9399 loss: 3.1593 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1593 2023/07/20 06:32:55 - mmengine - INFO - Epoch(train) [5][4220/9365] lr: 3.6701e-01 eta: 1 day, 13:37:34 time: 0.6501 data_time: 0.0881 memory: 16132 grad_norm: 0.8916 loss: 3.1646 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1646 2023/07/20 06:33:08 - mmengine - INFO - Epoch(train) [5][4240/9365] lr: 3.6698e-01 eta: 1 day, 13:37:08 time: 0.6166 data_time: 0.0776 memory: 16132 grad_norm: 0.9103 loss: 3.1668 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.1668 2023/07/20 06:33:19 - mmengine - INFO - Epoch(train) [5][4260/9365] lr: 3.6695e-01 eta: 1 day, 13:36:38 time: 0.5686 data_time: 0.0791 memory: 16132 grad_norm: 0.9246 loss: 3.2877 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.2877 2023/07/20 06:33:32 - mmengine - INFO - Epoch(train) [5][4280/9365] lr: 3.6692e-01 eta: 1 day, 13:36:14 time: 0.6321 data_time: 0.0819 memory: 16132 grad_norm: 0.9100 loss: 3.1355 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.1355 2023/07/20 06:33:44 - mmengine - INFO - Epoch(train) [5][4300/9365] lr: 3.6689e-01 eta: 1 day, 13:35:49 time: 0.6240 data_time: 0.0829 memory: 16132 grad_norm: 0.8979 loss: 3.3329 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.3329 2023/07/20 06:33:56 - mmengine - INFO - Epoch(train) [5][4320/9365] lr: 3.6686e-01 eta: 1 day, 13:35:22 time: 0.5938 data_time: 0.0763 memory: 16132 grad_norm: 0.8870 loss: 3.0442 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.0442 2023/07/20 06:34:09 - mmengine - INFO - Epoch(train) [5][4340/9365] lr: 3.6683e-01 eta: 1 day, 13:34:58 time: 0.6330 data_time: 0.0959 memory: 16132 grad_norm: 0.9186 loss: 2.9521 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.9521 2023/07/20 06:34:21 - mmengine - INFO - Epoch(train) [5][4360/9365] lr: 3.6679e-01 eta: 1 day, 13:34:32 time: 0.6127 data_time: 0.0793 memory: 16132 grad_norm: 0.9147 loss: 3.1409 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 3.1409 2023/07/20 06:34:33 - mmengine - INFO - Epoch(train) [5][4380/9365] lr: 3.6676e-01 eta: 1 day, 13:34:05 time: 0.6042 data_time: 0.1100 memory: 16132 grad_norm: 0.9184 loss: 3.0911 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0911 2023/07/20 06:34:45 - mmengine - INFO - Epoch(train) [5][4400/9365] lr: 3.6673e-01 eta: 1 day, 13:33:36 time: 0.5776 data_time: 0.0922 memory: 16132 grad_norm: 0.8930 loss: 3.1050 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1050 2023/07/20 06:34:57 - mmengine - INFO - Epoch(train) [5][4420/9365] lr: 3.6670e-01 eta: 1 day, 13:33:10 time: 0.6127 data_time: 0.1272 memory: 16132 grad_norm: 0.9098 loss: 3.1241 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 3.1241 2023/07/20 06:35:09 - mmengine - INFO - Epoch(train) [5][4440/9365] lr: 3.6667e-01 eta: 1 day, 13:32:44 time: 0.6083 data_time: 0.0823 memory: 16132 grad_norm: 0.8989 loss: 3.2007 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2007 2023/07/20 06:35:21 - mmengine - INFO - Epoch(train) [5][4460/9365] lr: 3.6664e-01 eta: 1 day, 13:32:17 time: 0.5960 data_time: 0.0870 memory: 16132 grad_norm: 0.9178 loss: 3.2147 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2147 2023/07/20 06:35:33 - mmengine - INFO - Epoch(train) [5][4480/9365] lr: 3.6661e-01 eta: 1 day, 13:31:51 time: 0.6148 data_time: 0.0976 memory: 16132 grad_norm: 0.9129 loss: 3.1926 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.1926 2023/07/20 06:35:45 - mmengine - INFO - Epoch(train) [5][4500/9365] lr: 3.6658e-01 eta: 1 day, 13:31:23 time: 0.5800 data_time: 0.0935 memory: 16132 grad_norm: 0.9052 loss: 3.1637 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1637 2023/07/20 06:35:57 - mmengine - INFO - Epoch(train) [5][4520/9365] lr: 3.6655e-01 eta: 1 day, 13:30:56 time: 0.6032 data_time: 0.0915 memory: 16132 grad_norm: 0.9190 loss: 3.0583 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0583 2023/07/20 06:36:09 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 06:36:09 - mmengine - INFO - Epoch(train) [5][4540/9365] lr: 3.6652e-01 eta: 1 day, 13:30:30 time: 0.6100 data_time: 0.1161 memory: 16132 grad_norm: 0.9062 loss: 3.2806 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.2806 2023/07/20 06:36:21 - mmengine - INFO - Epoch(train) [5][4560/9365] lr: 3.6649e-01 eta: 1 day, 13:30:04 time: 0.6069 data_time: 0.0983 memory: 16132 grad_norm: 0.8947 loss: 3.3034 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.3034 2023/07/20 06:36:34 - mmengine - INFO - Epoch(train) [5][4580/9365] lr: 3.6645e-01 eta: 1 day, 13:29:39 time: 0.6232 data_time: 0.1303 memory: 16132 grad_norm: 0.9000 loss: 3.3157 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.3157 2023/07/20 06:36:46 - mmengine - INFO - Epoch(train) [5][4600/9365] lr: 3.6642e-01 eta: 1 day, 13:29:13 time: 0.6134 data_time: 0.0974 memory: 16132 grad_norm: 0.9339 loss: 3.1656 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1656 2023/07/20 06:36:58 - mmengine - INFO - Epoch(train) [5][4620/9365] lr: 3.6639e-01 eta: 1 day, 13:28:47 time: 0.6049 data_time: 0.1005 memory: 16132 grad_norm: 0.9062 loss: 3.1135 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1135 2023/07/20 06:37:10 - mmengine - INFO - Epoch(train) [5][4640/9365] lr: 3.6636e-01 eta: 1 day, 13:28:21 time: 0.6113 data_time: 0.0804 memory: 16132 grad_norm: 0.9254 loss: 3.3487 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.3487 2023/07/20 06:37:23 - mmengine - INFO - Epoch(train) [5][4660/9365] lr: 3.6633e-01 eta: 1 day, 13:27:55 time: 0.6080 data_time: 0.0802 memory: 16132 grad_norm: 0.8808 loss: 3.1200 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1200 2023/07/20 06:37:35 - mmengine - INFO - Epoch(train) [5][4680/9365] lr: 3.6630e-01 eta: 1 day, 13:27:31 time: 0.6367 data_time: 0.0789 memory: 16132 grad_norm: 0.8989 loss: 3.2178 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.2178 2023/07/20 06:37:48 - mmengine - INFO - Epoch(train) [5][4700/9365] lr: 3.6627e-01 eta: 1 day, 13:27:06 time: 0.6192 data_time: 0.0800 memory: 16132 grad_norm: 0.9163 loss: 3.1657 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1657 2023/07/20 06:38:00 - mmengine - INFO - Epoch(train) [5][4720/9365] lr: 3.6624e-01 eta: 1 day, 13:26:40 time: 0.6012 data_time: 0.0817 memory: 16132 grad_norm: 0.8993 loss: 3.1757 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1757 2023/07/20 06:38:12 - mmengine - INFO - Epoch(train) [5][4740/9365] lr: 3.6621e-01 eta: 1 day, 13:26:14 time: 0.6185 data_time: 0.1071 memory: 16132 grad_norm: 0.9286 loss: 3.1196 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1196 2023/07/20 06:38:24 - mmengine - INFO - Epoch(train) [5][4760/9365] lr: 3.6618e-01 eta: 1 day, 13:25:47 time: 0.5881 data_time: 0.0810 memory: 16132 grad_norm: 0.9238 loss: 3.1245 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1245 2023/07/20 06:38:36 - mmengine - INFO - Epoch(train) [5][4780/9365] lr: 3.6614e-01 eta: 1 day, 13:25:21 time: 0.6123 data_time: 0.0823 memory: 16132 grad_norm: 0.8784 loss: 2.9963 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.9963 2023/07/20 06:38:48 - mmengine - INFO - Epoch(train) [5][4800/9365] lr: 3.6611e-01 eta: 1 day, 13:24:55 time: 0.6028 data_time: 0.0873 memory: 16132 grad_norm: 0.9284 loss: 3.1197 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.1197 2023/07/20 06:39:00 - mmengine - INFO - Epoch(train) [5][4820/9365] lr: 3.6608e-01 eta: 1 day, 13:24:29 time: 0.6152 data_time: 0.1013 memory: 16132 grad_norm: 0.9138 loss: 3.1479 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.1479 2023/07/20 06:39:13 - mmengine - INFO - Epoch(train) [5][4840/9365] lr: 3.6605e-01 eta: 1 day, 13:24:04 time: 0.6125 data_time: 0.0910 memory: 16132 grad_norm: 0.9025 loss: 3.2778 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2778 2023/07/20 06:39:24 - mmengine - INFO - Epoch(train) [5][4860/9365] lr: 3.6602e-01 eta: 1 day, 13:23:36 time: 0.5905 data_time: 0.1053 memory: 16132 grad_norm: 0.9189 loss: 3.2319 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.2319 2023/07/20 06:39:37 - mmengine - INFO - Epoch(train) [5][4880/9365] lr: 3.6599e-01 eta: 1 day, 13:23:12 time: 0.6272 data_time: 0.0993 memory: 16132 grad_norm: 0.8831 loss: 3.2206 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.2206 2023/07/20 06:39:49 - mmengine - INFO - Epoch(train) [5][4900/9365] lr: 3.6596e-01 eta: 1 day, 13:22:46 time: 0.6038 data_time: 0.0747 memory: 16132 grad_norm: 0.9281 loss: 3.1912 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 3.1912 2023/07/20 06:40:01 - mmengine - INFO - Epoch(train) [5][4920/9365] lr: 3.6593e-01 eta: 1 day, 13:22:18 time: 0.5865 data_time: 0.0773 memory: 16132 grad_norm: 0.8790 loss: 3.1888 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.1888 2023/07/20 06:40:13 - mmengine - INFO - Epoch(train) [5][4940/9365] lr: 3.6589e-01 eta: 1 day, 13:21:51 time: 0.6003 data_time: 0.0832 memory: 16132 grad_norm: 0.9030 loss: 3.2106 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2106 2023/07/20 06:40:25 - mmengine - INFO - Epoch(train) [5][4960/9365] lr: 3.6586e-01 eta: 1 day, 13:21:26 time: 0.6173 data_time: 0.0750 memory: 16132 grad_norm: 0.8985 loss: 3.0916 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0916 2023/07/20 06:40:37 - mmengine - INFO - Epoch(train) [5][4980/9365] lr: 3.6583e-01 eta: 1 day, 13:21:00 time: 0.6102 data_time: 0.0763 memory: 16132 grad_norm: 0.9264 loss: 3.2129 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2129 2023/07/20 06:40:49 - mmengine - INFO - Epoch(train) [5][5000/9365] lr: 3.6580e-01 eta: 1 day, 13:20:33 time: 0.5948 data_time: 0.0846 memory: 16132 grad_norm: 0.9222 loss: 3.2103 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2103 2023/07/20 06:41:01 - mmengine - INFO - Epoch(train) [5][5020/9365] lr: 3.6577e-01 eta: 1 day, 13:20:07 time: 0.6019 data_time: 0.1142 memory: 16132 grad_norm: 0.9212 loss: 3.1860 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1860 2023/07/20 06:41:14 - mmengine - INFO - Epoch(train) [5][5040/9365] lr: 3.6574e-01 eta: 1 day, 13:19:45 time: 0.6518 data_time: 0.0997 memory: 16132 grad_norm: 0.9135 loss: 3.1047 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.1047 2023/07/20 06:41:26 - mmengine - INFO - Epoch(train) [5][5060/9365] lr: 3.6571e-01 eta: 1 day, 13:19:17 time: 0.5769 data_time: 0.0749 memory: 16132 grad_norm: 0.9155 loss: 3.0539 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.0539 2023/07/20 06:41:38 - mmengine - INFO - Epoch(train) [5][5080/9365] lr: 3.6568e-01 eta: 1 day, 13:18:52 time: 0.6181 data_time: 0.0983 memory: 16132 grad_norm: 0.9025 loss: 3.2867 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2867 2023/07/20 06:41:51 - mmengine - INFO - Epoch(train) [5][5100/9365] lr: 3.6564e-01 eta: 1 day, 13:18:26 time: 0.6152 data_time: 0.0941 memory: 16132 grad_norm: 0.9370 loss: 3.0166 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.0166 2023/07/20 06:42:03 - mmengine - INFO - Epoch(train) [5][5120/9365] lr: 3.6561e-01 eta: 1 day, 13:18:01 time: 0.6095 data_time: 0.0790 memory: 16132 grad_norm: 0.9016 loss: 3.2331 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2331 2023/07/20 06:42:15 - mmengine - INFO - Epoch(train) [5][5140/9365] lr: 3.6558e-01 eta: 1 day, 13:17:34 time: 0.5937 data_time: 0.0811 memory: 16132 grad_norm: 0.8889 loss: 3.2227 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 3.2227 2023/07/20 06:42:27 - mmengine - INFO - Epoch(train) [5][5160/9365] lr: 3.6555e-01 eta: 1 day, 13:17:07 time: 0.6020 data_time: 0.0794 memory: 16132 grad_norm: 0.9048 loss: 3.0200 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.0200 2023/07/20 06:42:38 - mmengine - INFO - Epoch(train) [5][5180/9365] lr: 3.6552e-01 eta: 1 day, 13:16:40 time: 0.5875 data_time: 0.0839 memory: 16132 grad_norm: 0.9118 loss: 3.1075 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1075 2023/07/20 06:42:51 - mmengine - INFO - Epoch(train) [5][5200/9365] lr: 3.6549e-01 eta: 1 day, 13:16:14 time: 0.6073 data_time: 0.1049 memory: 16132 grad_norm: 0.9121 loss: 3.2617 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2617 2023/07/20 06:43:02 - mmengine - INFO - Epoch(train) [5][5220/9365] lr: 3.6546e-01 eta: 1 day, 13:15:47 time: 0.5896 data_time: 0.0775 memory: 16132 grad_norm: 0.9172 loss: 3.0306 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.0306 2023/07/20 06:43:15 - mmengine - INFO - Epoch(train) [5][5240/9365] lr: 3.6542e-01 eta: 1 day, 13:15:21 time: 0.6039 data_time: 0.0824 memory: 16132 grad_norm: 0.9217 loss: 3.1656 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1656 2023/07/20 06:43:27 - mmengine - INFO - Epoch(train) [5][5260/9365] lr: 3.6539e-01 eta: 1 day, 13:14:55 time: 0.6046 data_time: 0.0916 memory: 16132 grad_norm: 0.9079 loss: 3.1326 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.1326 2023/07/20 06:43:39 - mmengine - INFO - Epoch(train) [5][5280/9365] lr: 3.6536e-01 eta: 1 day, 13:14:29 time: 0.6078 data_time: 0.0916 memory: 16132 grad_norm: 0.9165 loss: 2.9324 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.9324 2023/07/20 06:43:51 - mmengine - INFO - Epoch(train) [5][5300/9365] lr: 3.6533e-01 eta: 1 day, 13:14:03 time: 0.5981 data_time: 0.1055 memory: 16132 grad_norm: 0.9148 loss: 3.0758 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0758 2023/07/20 06:44:03 - mmengine - INFO - Epoch(train) [5][5320/9365] lr: 3.6530e-01 eta: 1 day, 13:13:38 time: 0.6220 data_time: 0.0823 memory: 16132 grad_norm: 0.8997 loss: 3.1616 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1616 2023/07/20 06:44:15 - mmengine - INFO - Epoch(train) [5][5340/9365] lr: 3.6527e-01 eta: 1 day, 13:13:12 time: 0.6013 data_time: 0.0826 memory: 16132 grad_norm: 0.8977 loss: 3.2489 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.2489 2023/07/20 06:44:28 - mmengine - INFO - Epoch(train) [5][5360/9365] lr: 3.6524e-01 eta: 1 day, 13:12:47 time: 0.6144 data_time: 0.0867 memory: 16132 grad_norm: 0.9226 loss: 3.3221 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.3221 2023/07/20 06:44:40 - mmengine - INFO - Epoch(train) [5][5380/9365] lr: 3.6520e-01 eta: 1 day, 13:12:20 time: 0.5995 data_time: 0.0843 memory: 16132 grad_norm: 0.8964 loss: 3.1578 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.1578 2023/07/20 06:44:51 - mmengine - INFO - Epoch(train) [5][5400/9365] lr: 3.6517e-01 eta: 1 day, 13:11:51 time: 0.5682 data_time: 0.0812 memory: 16132 grad_norm: 0.9198 loss: 3.0814 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.0814 2023/07/20 06:45:03 - mmengine - INFO - Epoch(train) [5][5420/9365] lr: 3.6514e-01 eta: 1 day, 13:11:26 time: 0.6050 data_time: 0.1163 memory: 16132 grad_norm: 0.8931 loss: 3.1981 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.1981 2023/07/20 06:45:15 - mmengine - INFO - Epoch(train) [5][5440/9365] lr: 3.6511e-01 eta: 1 day, 13:10:59 time: 0.5936 data_time: 0.0902 memory: 16132 grad_norm: 0.9462 loss: 3.1370 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1370 2023/07/20 06:45:28 - mmengine - INFO - Epoch(train) [5][5460/9365] lr: 3.6508e-01 eta: 1 day, 13:10:36 time: 0.6419 data_time: 0.1040 memory: 16132 grad_norm: 0.9065 loss: 3.1296 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 3.1296 2023/07/20 06:45:39 - mmengine - INFO - Epoch(train) [5][5480/9365] lr: 3.6505e-01 eta: 1 day, 13:10:09 time: 0.5868 data_time: 0.0841 memory: 16132 grad_norm: 0.9008 loss: 3.1777 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 3.1777 2023/07/20 06:45:51 - mmengine - INFO - Epoch(train) [5][5500/9365] lr: 3.6502e-01 eta: 1 day, 13:09:43 time: 0.6012 data_time: 0.0870 memory: 16132 grad_norm: 0.8976 loss: 3.1095 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.1095 2023/07/20 06:46:03 - mmengine - INFO - Epoch(train) [5][5520/9365] lr: 3.6498e-01 eta: 1 day, 13:09:16 time: 0.5990 data_time: 0.0839 memory: 16132 grad_norm: 0.9034 loss: 3.1240 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1240 2023/07/20 06:46:16 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 06:46:16 - mmengine - INFO - Epoch(train) [5][5540/9365] lr: 3.6495e-01 eta: 1 day, 13:08:51 time: 0.6109 data_time: 0.0809 memory: 16132 grad_norm: 0.9152 loss: 3.1874 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.1874 2023/07/20 06:46:27 - mmengine - INFO - Epoch(train) [5][5560/9365] lr: 3.6492e-01 eta: 1 day, 13:08:24 time: 0.5891 data_time: 0.0811 memory: 16132 grad_norm: 0.9265 loss: 3.1859 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1859 2023/07/20 06:46:39 - mmengine - INFO - Epoch(train) [5][5580/9365] lr: 3.6489e-01 eta: 1 day, 13:07:57 time: 0.5892 data_time: 0.0814 memory: 16132 grad_norm: 0.9021 loss: 3.2454 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.2454 2023/07/20 06:46:51 - mmengine - INFO - Epoch(train) [5][5600/9365] lr: 3.6486e-01 eta: 1 day, 13:07:32 time: 0.6099 data_time: 0.0822 memory: 16132 grad_norm: 0.8877 loss: 3.1533 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1533 2023/07/20 06:47:03 - mmengine - INFO - Epoch(train) [5][5620/9365] lr: 3.6483e-01 eta: 1 day, 13:07:04 time: 0.5824 data_time: 0.0957 memory: 16132 grad_norm: 0.9171 loss: 3.2390 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.2390 2023/07/20 06:47:16 - mmengine - INFO - Epoch(train) [5][5640/9365] lr: 3.6479e-01 eta: 1 day, 13:06:41 time: 0.6334 data_time: 0.0870 memory: 16132 grad_norm: 0.9210 loss: 3.2185 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2185 2023/07/20 06:47:28 - mmengine - INFO - Epoch(train) [5][5660/9365] lr: 3.6476e-01 eta: 1 day, 13:06:16 time: 0.6202 data_time: 0.0785 memory: 16132 grad_norm: 0.9165 loss: 3.2302 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2302 2023/07/20 06:47:41 - mmengine - INFO - Epoch(train) [5][5680/9365] lr: 3.6473e-01 eta: 1 day, 13:05:53 time: 0.6314 data_time: 0.0792 memory: 16132 grad_norm: 0.9326 loss: 3.1522 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.1522 2023/07/20 06:47:53 - mmengine - INFO - Epoch(train) [5][5700/9365] lr: 3.6470e-01 eta: 1 day, 13:05:29 time: 0.6316 data_time: 0.1026 memory: 16132 grad_norm: 0.9092 loss: 3.1518 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.1518 2023/07/20 06:48:06 - mmengine - INFO - Epoch(train) [5][5720/9365] lr: 3.6467e-01 eta: 1 day, 13:05:05 time: 0.6214 data_time: 0.1066 memory: 16132 grad_norm: 0.8926 loss: 3.1855 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1855 2023/07/20 06:48:18 - mmengine - INFO - Epoch(train) [5][5740/9365] lr: 3.6463e-01 eta: 1 day, 13:04:39 time: 0.6042 data_time: 0.0846 memory: 16132 grad_norm: 0.8958 loss: 3.0900 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0900 2023/07/20 06:48:30 - mmengine - INFO - Epoch(train) [5][5760/9365] lr: 3.6460e-01 eta: 1 day, 13:04:13 time: 0.6021 data_time: 0.0999 memory: 16132 grad_norm: 0.9298 loss: 3.1756 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 3.1756 2023/07/20 06:48:42 - mmengine - INFO - Epoch(train) [5][5780/9365] lr: 3.6457e-01 eta: 1 day, 13:03:47 time: 0.6008 data_time: 0.0872 memory: 16132 grad_norm: 0.8978 loss: 3.1959 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.1959 2023/07/20 06:48:55 - mmengine - INFO - Epoch(train) [5][5800/9365] lr: 3.6454e-01 eta: 1 day, 13:03:25 time: 0.6390 data_time: 0.0908 memory: 16132 grad_norm: 0.9181 loss: 3.1778 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1778 2023/07/20 06:49:07 - mmengine - INFO - Epoch(train) [5][5820/9365] lr: 3.6451e-01 eta: 1 day, 13:02:58 time: 0.5884 data_time: 0.0804 memory: 16132 grad_norm: 0.9191 loss: 3.0423 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0423 2023/07/20 06:49:18 - mmengine - INFO - Epoch(train) [5][5840/9365] lr: 3.6448e-01 eta: 1 day, 13:02:31 time: 0.5869 data_time: 0.0803 memory: 16132 grad_norm: 0.9221 loss: 3.0887 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.0887 2023/07/20 06:49:31 - mmengine - INFO - Epoch(train) [5][5860/9365] lr: 3.6444e-01 eta: 1 day, 13:02:06 time: 0.6195 data_time: 0.0980 memory: 16132 grad_norm: 0.9103 loss: 3.0116 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.0116 2023/07/20 06:49:43 - mmengine - INFO - Epoch(train) [5][5880/9365] lr: 3.6441e-01 eta: 1 day, 13:01:41 time: 0.6061 data_time: 0.0832 memory: 16132 grad_norm: 0.9206 loss: 3.2202 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.2202 2023/07/20 06:49:55 - mmengine - INFO - Epoch(train) [5][5900/9365] lr: 3.6438e-01 eta: 1 day, 13:01:17 time: 0.6231 data_time: 0.1095 memory: 16132 grad_norm: 0.9084 loss: 3.1611 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1611 2023/07/20 06:50:08 - mmengine - INFO - Epoch(train) [5][5920/9365] lr: 3.6435e-01 eta: 1 day, 13:00:52 time: 0.6176 data_time: 0.0831 memory: 16132 grad_norm: 0.9152 loss: 3.0725 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0725 2023/07/20 06:50:19 - mmengine - INFO - Epoch(train) [5][5940/9365] lr: 3.6432e-01 eta: 1 day, 13:00:25 time: 0.5824 data_time: 0.0786 memory: 16132 grad_norm: 0.9165 loss: 3.1909 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1909 2023/07/20 06:50:31 - mmengine - INFO - Epoch(train) [5][5960/9365] lr: 3.6429e-01 eta: 1 day, 12:59:58 time: 0.5914 data_time: 0.0852 memory: 16132 grad_norm: 0.9183 loss: 3.1492 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1492 2023/07/20 06:50:44 - mmengine - INFO - Epoch(train) [5][5980/9365] lr: 3.6425e-01 eta: 1 day, 12:59:34 time: 0.6180 data_time: 0.0829 memory: 16132 grad_norm: 0.9121 loss: 3.1850 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.1850 2023/07/20 06:50:56 - mmengine - INFO - Epoch(train) [5][6000/9365] lr: 3.6422e-01 eta: 1 day, 12:59:10 time: 0.6288 data_time: 0.1102 memory: 16132 grad_norm: 0.8921 loss: 3.0550 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0550 2023/07/20 06:51:08 - mmengine - INFO - Epoch(train) [5][6020/9365] lr: 3.6419e-01 eta: 1 day, 12:58:44 time: 0.5974 data_time: 0.0786 memory: 16132 grad_norm: 0.9188 loss: 3.1827 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1827 2023/07/20 06:51:21 - mmengine - INFO - Epoch(train) [5][6040/9365] lr: 3.6416e-01 eta: 1 day, 12:58:20 time: 0.6243 data_time: 0.0819 memory: 16132 grad_norm: 0.9202 loss: 3.0438 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0438 2023/07/20 06:51:33 - mmengine - INFO - Epoch(train) [5][6060/9365] lr: 3.6413e-01 eta: 1 day, 12:57:57 time: 0.6374 data_time: 0.0907 memory: 16132 grad_norm: 0.8903 loss: 3.1428 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1428 2023/07/20 06:51:45 - mmengine - INFO - Epoch(train) [5][6080/9365] lr: 3.6409e-01 eta: 1 day, 12:57:31 time: 0.5924 data_time: 0.0837 memory: 16132 grad_norm: 0.9034 loss: 3.3137 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.3137 2023/07/20 06:51:58 - mmengine - INFO - Epoch(train) [5][6100/9365] lr: 3.6406e-01 eta: 1 day, 12:57:07 time: 0.6225 data_time: 0.0833 memory: 16132 grad_norm: 0.9064 loss: 3.1926 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1926 2023/07/20 06:52:09 - mmengine - INFO - Epoch(train) [5][6120/9365] lr: 3.6403e-01 eta: 1 day, 12:56:39 time: 0.5784 data_time: 0.0789 memory: 16132 grad_norm: 0.9358 loss: 3.1039 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1039 2023/07/20 06:52:21 - mmengine - INFO - Epoch(train) [5][6140/9365] lr: 3.6400e-01 eta: 1 day, 12:56:15 time: 0.6145 data_time: 0.0855 memory: 16132 grad_norm: 0.9024 loss: 3.1744 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1744 2023/07/20 06:52:33 - mmengine - INFO - Epoch(train) [5][6160/9365] lr: 3.6397e-01 eta: 1 day, 12:55:48 time: 0.5850 data_time: 0.0833 memory: 16132 grad_norm: 0.9131 loss: 3.2806 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2806 2023/07/20 06:52:45 - mmengine - INFO - Epoch(train) [5][6180/9365] lr: 3.6393e-01 eta: 1 day, 12:55:21 time: 0.5851 data_time: 0.0897 memory: 16132 grad_norm: 0.8978 loss: 3.1860 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1860 2023/07/20 06:52:58 - mmengine - INFO - Epoch(train) [5][6200/9365] lr: 3.6390e-01 eta: 1 day, 12:54:59 time: 0.6529 data_time: 0.1500 memory: 16132 grad_norm: 0.9264 loss: 3.1050 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.1050 2023/07/20 06:53:10 - mmengine - INFO - Epoch(train) [5][6220/9365] lr: 3.6387e-01 eta: 1 day, 12:54:33 time: 0.5960 data_time: 0.0759 memory: 16132 grad_norm: 0.9056 loss: 3.1222 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.1222 2023/07/20 06:53:22 - mmengine - INFO - Epoch(train) [5][6240/9365] lr: 3.6384e-01 eta: 1 day, 12:54:08 time: 0.6039 data_time: 0.0981 memory: 16132 grad_norm: 0.9271 loss: 3.1968 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1968 2023/07/20 06:53:34 - mmengine - INFO - Epoch(train) [5][6260/9365] lr: 3.6381e-01 eta: 1 day, 12:53:41 time: 0.5945 data_time: 0.0775 memory: 16132 grad_norm: 0.9110 loss: 3.1413 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 3.1413 2023/07/20 06:53:47 - mmengine - INFO - Epoch(train) [5][6280/9365] lr: 3.6377e-01 eta: 1 day, 12:53:19 time: 0.6395 data_time: 0.0925 memory: 16132 grad_norm: 0.9163 loss: 3.0698 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0698 2023/07/20 06:53:59 - mmengine - INFO - Epoch(train) [5][6300/9365] lr: 3.6374e-01 eta: 1 day, 12:52:53 time: 0.5933 data_time: 0.0804 memory: 16132 grad_norm: 0.9251 loss: 3.1570 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.1570 2023/07/20 06:54:11 - mmengine - INFO - Epoch(train) [5][6320/9365] lr: 3.6371e-01 eta: 1 day, 12:52:28 time: 0.6087 data_time: 0.1211 memory: 16132 grad_norm: 0.9019 loss: 3.1442 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1442 2023/07/20 06:54:23 - mmengine - INFO - Epoch(train) [5][6340/9365] lr: 3.6368e-01 eta: 1 day, 12:52:04 time: 0.6224 data_time: 0.0913 memory: 16132 grad_norm: 0.9014 loss: 3.1249 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1249 2023/07/20 06:54:35 - mmengine - INFO - Epoch(train) [5][6360/9365] lr: 3.6364e-01 eta: 1 day, 12:51:37 time: 0.5871 data_time: 0.0770 memory: 16132 grad_norm: 0.9117 loss: 3.2154 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.2154 2023/07/20 06:54:48 - mmengine - INFO - Epoch(train) [5][6380/9365] lr: 3.6361e-01 eta: 1 day, 12:51:15 time: 0.6395 data_time: 0.0988 memory: 16132 grad_norm: 0.9231 loss: 3.1449 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.1449 2023/07/20 06:55:00 - mmengine - INFO - Epoch(train) [5][6400/9365] lr: 3.6358e-01 eta: 1 day, 12:50:51 time: 0.6253 data_time: 0.0762 memory: 16132 grad_norm: 0.9210 loss: 3.2604 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2604 2023/07/20 06:55:12 - mmengine - INFO - Epoch(train) [5][6420/9365] lr: 3.6355e-01 eta: 1 day, 12:50:25 time: 0.5919 data_time: 0.0813 memory: 16132 grad_norm: 0.9444 loss: 3.0945 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0945 2023/07/20 06:55:24 - mmengine - INFO - Epoch(train) [5][6440/9365] lr: 3.6352e-01 eta: 1 day, 12:49:59 time: 0.5961 data_time: 0.0814 memory: 16132 grad_norm: 0.9173 loss: 3.0893 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0893 2023/07/20 06:55:36 - mmengine - INFO - Epoch(train) [5][6460/9365] lr: 3.6348e-01 eta: 1 day, 12:49:35 time: 0.6262 data_time: 0.0891 memory: 16132 grad_norm: 0.9155 loss: 3.2328 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2328 2023/07/20 06:55:49 - mmengine - INFO - Epoch(train) [5][6480/9365] lr: 3.6345e-01 eta: 1 day, 12:49:10 time: 0.6036 data_time: 0.0790 memory: 16132 grad_norm: 0.9240 loss: 3.1534 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1534 2023/07/20 06:56:01 - mmengine - INFO - Epoch(train) [5][6500/9365] lr: 3.6342e-01 eta: 1 day, 12:48:44 time: 0.5998 data_time: 0.0800 memory: 16132 grad_norm: 0.9193 loss: 3.1882 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1882 2023/07/20 06:56:12 - mmengine - INFO - Epoch(train) [5][6520/9365] lr: 3.6339e-01 eta: 1 day, 12:48:18 time: 0.5953 data_time: 0.0806 memory: 16132 grad_norm: 0.9181 loss: 3.2094 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.2094 2023/07/20 06:56:25 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 06:56:25 - mmengine - INFO - Epoch(train) [5][6540/9365] lr: 3.6335e-01 eta: 1 day, 12:47:54 time: 0.6154 data_time: 0.0876 memory: 16132 grad_norm: 0.9211 loss: 3.2297 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.2297 2023/07/20 06:56:37 - mmengine - INFO - Epoch(train) [5][6560/9365] lr: 3.6332e-01 eta: 1 day, 12:47:28 time: 0.5944 data_time: 0.1160 memory: 16132 grad_norm: 0.9020 loss: 3.1273 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1273 2023/07/20 06:56:49 - mmengine - INFO - Epoch(train) [5][6580/9365] lr: 3.6329e-01 eta: 1 day, 12:47:04 time: 0.6219 data_time: 0.0847 memory: 16132 grad_norm: 0.9219 loss: 3.0215 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0215 2023/07/20 06:57:01 - mmengine - INFO - Epoch(train) [5][6600/9365] lr: 3.6326e-01 eta: 1 day, 12:46:39 time: 0.5985 data_time: 0.0904 memory: 16132 grad_norm: 0.9194 loss: 3.0752 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.0752 2023/07/20 06:57:14 - mmengine - INFO - Epoch(train) [5][6620/9365] lr: 3.6323e-01 eta: 1 day, 12:46:16 time: 0.6381 data_time: 0.0802 memory: 16132 grad_norm: 0.8962 loss: 3.1459 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.1459 2023/07/20 06:57:26 - mmengine - INFO - Epoch(train) [5][6640/9365] lr: 3.6319e-01 eta: 1 day, 12:45:52 time: 0.6103 data_time: 0.0835 memory: 16132 grad_norm: 0.9054 loss: 3.2385 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 3.2385 2023/07/20 06:57:38 - mmengine - INFO - Epoch(train) [5][6660/9365] lr: 3.6316e-01 eta: 1 day, 12:45:27 time: 0.6134 data_time: 0.0794 memory: 16132 grad_norm: 0.9375 loss: 3.2828 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.2828 2023/07/20 06:57:50 - mmengine - INFO - Epoch(train) [5][6680/9365] lr: 3.6313e-01 eta: 1 day, 12:45:02 time: 0.6039 data_time: 0.0807 memory: 16132 grad_norm: 0.9337 loss: 3.0924 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 3.0924 2023/07/20 06:58:03 - mmengine - INFO - Epoch(train) [5][6700/9365] lr: 3.6310e-01 eta: 1 day, 12:44:37 time: 0.6030 data_time: 0.0878 memory: 16132 grad_norm: 0.9036 loss: 3.0453 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0453 2023/07/20 06:58:15 - mmengine - INFO - Epoch(train) [5][6720/9365] lr: 3.6306e-01 eta: 1 day, 12:44:14 time: 0.6286 data_time: 0.0875 memory: 16132 grad_norm: 0.9480 loss: 3.1242 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1242 2023/07/20 06:58:27 - mmengine - INFO - Epoch(train) [5][6740/9365] lr: 3.6303e-01 eta: 1 day, 12:43:47 time: 0.5863 data_time: 0.0887 memory: 16132 grad_norm: 0.9240 loss: 3.0645 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0645 2023/07/20 06:58:40 - mmengine - INFO - Epoch(train) [5][6760/9365] lr: 3.6300e-01 eta: 1 day, 12:43:28 time: 0.6778 data_time: 0.0818 memory: 16132 grad_norm: 0.9249 loss: 3.0704 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0704 2023/07/20 06:58:52 - mmengine - INFO - Epoch(train) [5][6780/9365] lr: 3.6297e-01 eta: 1 day, 12:43:02 time: 0.5997 data_time: 0.0721 memory: 16132 grad_norm: 0.9153 loss: 3.1317 top1_acc: 0.2812 top5_acc: 0.3750 loss_cls: 3.1317 2023/07/20 06:59:04 - mmengine - INFO - Epoch(train) [5][6800/9365] lr: 3.6293e-01 eta: 1 day, 12:42:36 time: 0.5908 data_time: 0.0913 memory: 16132 grad_norm: 0.9125 loss: 3.1975 top1_acc: 0.1250 top5_acc: 0.5312 loss_cls: 3.1975 2023/07/20 06:59:17 - mmengine - INFO - Epoch(train) [5][6820/9365] lr: 3.6290e-01 eta: 1 day, 12:42:13 time: 0.6260 data_time: 0.0843 memory: 16132 grad_norm: 0.9131 loss: 3.1647 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.1647 2023/07/20 06:59:29 - mmengine - INFO - Epoch(train) [5][6840/9365] lr: 3.6287e-01 eta: 1 day, 12:41:48 time: 0.6083 data_time: 0.0774 memory: 16132 grad_norm: 0.9040 loss: 3.1110 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1110 2023/07/20 06:59:41 - mmengine - INFO - Epoch(train) [5][6860/9365] lr: 3.6284e-01 eta: 1 day, 12:41:24 time: 0.6087 data_time: 0.0852 memory: 16132 grad_norm: 0.9197 loss: 3.1318 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1318 2023/07/20 06:59:53 - mmengine - INFO - Epoch(train) [5][6880/9365] lr: 3.6280e-01 eta: 1 day, 12:40:59 time: 0.6045 data_time: 0.1040 memory: 16132 grad_norm: 0.9164 loss: 3.2887 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2887 2023/07/20 07:00:05 - mmengine - INFO - Epoch(train) [5][6900/9365] lr: 3.6277e-01 eta: 1 day, 12:40:33 time: 0.6003 data_time: 0.0852 memory: 16132 grad_norm: 0.9119 loss: 3.2348 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2348 2023/07/20 07:00:18 - mmengine - INFO - Epoch(train) [5][6920/9365] lr: 3.6274e-01 eta: 1 day, 12:40:10 time: 0.6209 data_time: 0.1000 memory: 16132 grad_norm: 0.9030 loss: 3.1513 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.1513 2023/07/20 07:00:29 - mmengine - INFO - Epoch(train) [5][6940/9365] lr: 3.6271e-01 eta: 1 day, 12:39:43 time: 0.5792 data_time: 0.0812 memory: 16132 grad_norm: 0.9013 loss: 2.9872 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.9872 2023/07/20 07:00:41 - mmengine - INFO - Epoch(train) [5][6960/9365] lr: 3.6267e-01 eta: 1 day, 12:39:16 time: 0.5851 data_time: 0.1098 memory: 16132 grad_norm: 0.9200 loss: 3.1290 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.1290 2023/07/20 07:00:53 - mmengine - INFO - Epoch(train) [5][6980/9365] lr: 3.6264e-01 eta: 1 day, 12:38:53 time: 0.6232 data_time: 0.0923 memory: 16132 grad_norm: 0.9290 loss: 3.1926 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1926 2023/07/20 07:01:06 - mmengine - INFO - Epoch(train) [5][7000/9365] lr: 3.6261e-01 eta: 1 day, 12:38:29 time: 0.6237 data_time: 0.0848 memory: 16132 grad_norm: 0.9046 loss: 3.1269 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1269 2023/07/20 07:01:18 - mmengine - INFO - Epoch(train) [5][7020/9365] lr: 3.6258e-01 eta: 1 day, 12:38:05 time: 0.6126 data_time: 0.1124 memory: 16132 grad_norm: 0.9336 loss: 3.1094 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1094 2023/07/20 07:01:30 - mmengine - INFO - Epoch(train) [5][7040/9365] lr: 3.6254e-01 eta: 1 day, 12:37:40 time: 0.6002 data_time: 0.0805 memory: 16132 grad_norm: 0.9115 loss: 3.0477 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0477 2023/07/20 07:01:42 - mmengine - INFO - Epoch(train) [5][7060/9365] lr: 3.6251e-01 eta: 1 day, 12:37:14 time: 0.5997 data_time: 0.0914 memory: 16132 grad_norm: 0.9202 loss: 3.1230 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1230 2023/07/20 07:01:54 - mmengine - INFO - Epoch(train) [5][7080/9365] lr: 3.6248e-01 eta: 1 day, 12:36:50 time: 0.6081 data_time: 0.0864 memory: 16132 grad_norm: 0.9134 loss: 3.1181 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1181 2023/07/20 07:02:06 - mmengine - INFO - Epoch(train) [5][7100/9365] lr: 3.6245e-01 eta: 1 day, 12:36:25 time: 0.6051 data_time: 0.0825 memory: 16132 grad_norm: 0.9254 loss: 3.2663 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.2663 2023/07/20 07:02:18 - mmengine - INFO - Epoch(train) [5][7120/9365] lr: 3.6241e-01 eta: 1 day, 12:35:59 time: 0.5887 data_time: 0.0987 memory: 16132 grad_norm: 0.9118 loss: 3.1109 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1109 2023/07/20 07:02:30 - mmengine - INFO - Epoch(train) [5][7140/9365] lr: 3.6238e-01 eta: 1 day, 12:35:35 time: 0.6134 data_time: 0.0911 memory: 16132 grad_norm: 0.8915 loss: 3.1395 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1395 2023/07/20 07:02:42 - mmengine - INFO - Epoch(train) [5][7160/9365] lr: 3.6235e-01 eta: 1 day, 12:35:08 time: 0.5787 data_time: 0.1076 memory: 16132 grad_norm: 0.9329 loss: 3.0546 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0546 2023/07/20 07:02:54 - mmengine - INFO - Epoch(train) [5][7180/9365] lr: 3.6232e-01 eta: 1 day, 12:34:44 time: 0.6227 data_time: 0.1038 memory: 16132 grad_norm: 0.9018 loss: 3.2150 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.2150 2023/07/20 07:03:07 - mmengine - INFO - Epoch(train) [5][7200/9365] lr: 3.6228e-01 eta: 1 day, 12:34:20 time: 0.6089 data_time: 0.0885 memory: 16132 grad_norm: 0.9026 loss: 3.1153 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1153 2023/07/20 07:03:18 - mmengine - INFO - Epoch(train) [5][7220/9365] lr: 3.6225e-01 eta: 1 day, 12:33:54 time: 0.5885 data_time: 0.0750 memory: 16132 grad_norm: 0.9326 loss: 3.2232 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.2232 2023/07/20 07:03:31 - mmengine - INFO - Epoch(train) [5][7240/9365] lr: 3.6222e-01 eta: 1 day, 12:33:30 time: 0.6241 data_time: 0.0854 memory: 16132 grad_norm: 0.9243 loss: 3.0648 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.0648 2023/07/20 07:03:43 - mmengine - INFO - Epoch(train) [5][7260/9365] lr: 3.6219e-01 eta: 1 day, 12:33:07 time: 0.6228 data_time: 0.1205 memory: 16132 grad_norm: 0.9201 loss: 3.2000 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.2000 2023/07/20 07:03:56 - mmengine - INFO - Epoch(train) [5][7280/9365] lr: 3.6215e-01 eta: 1 day, 12:32:43 time: 0.6111 data_time: 0.0792 memory: 16132 grad_norm: 0.8988 loss: 3.1073 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1073 2023/07/20 07:04:08 - mmengine - INFO - Epoch(train) [5][7300/9365] lr: 3.6212e-01 eta: 1 day, 12:32:18 time: 0.6036 data_time: 0.0834 memory: 16132 grad_norm: 0.9106 loss: 3.1333 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1333 2023/07/20 07:04:20 - mmengine - INFO - Epoch(train) [5][7320/9365] lr: 3.6209e-01 eta: 1 day, 12:31:53 time: 0.6060 data_time: 0.0954 memory: 16132 grad_norm: 0.8962 loss: 3.2068 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2068 2023/07/20 07:04:31 - mmengine - INFO - Epoch(train) [5][7340/9365] lr: 3.6205e-01 eta: 1 day, 12:31:27 time: 0.5815 data_time: 0.1028 memory: 16132 grad_norm: 0.9109 loss: 3.2029 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.2029 2023/07/20 07:04:43 - mmengine - INFO - Epoch(train) [5][7360/9365] lr: 3.6202e-01 eta: 1 day, 12:31:01 time: 0.5932 data_time: 0.1084 memory: 16132 grad_norm: 0.9203 loss: 3.1600 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.1600 2023/07/20 07:04:56 - mmengine - INFO - Epoch(train) [5][7380/9365] lr: 3.6199e-01 eta: 1 day, 12:30:39 time: 0.6321 data_time: 0.0847 memory: 16132 grad_norm: 0.9245 loss: 3.2991 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 3.2991 2023/07/20 07:05:08 - mmengine - INFO - Epoch(train) [5][7400/9365] lr: 3.6196e-01 eta: 1 day, 12:30:13 time: 0.5905 data_time: 0.0780 memory: 16132 grad_norm: 0.9311 loss: 3.1208 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1208 2023/07/20 07:05:20 - mmengine - INFO - Epoch(train) [5][7420/9365] lr: 3.6192e-01 eta: 1 day, 12:29:47 time: 0.5889 data_time: 0.0815 memory: 16132 grad_norm: 0.9112 loss: 3.1391 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1391 2023/07/20 07:05:32 - mmengine - INFO - Epoch(train) [5][7440/9365] lr: 3.6189e-01 eta: 1 day, 12:29:25 time: 0.6355 data_time: 0.1190 memory: 16132 grad_norm: 0.9260 loss: 3.2565 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.2565 2023/07/20 07:05:45 - mmengine - INFO - Epoch(train) [5][7460/9365] lr: 3.6186e-01 eta: 1 day, 12:29:01 time: 0.6229 data_time: 0.0904 memory: 16132 grad_norm: 0.9218 loss: 3.0212 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0212 2023/07/20 07:05:57 - mmengine - INFO - Epoch(train) [5][7480/9365] lr: 3.6182e-01 eta: 1 day, 12:28:36 time: 0.5959 data_time: 0.0807 memory: 16132 grad_norm: 0.9187 loss: 3.1037 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1037 2023/07/20 07:06:09 - mmengine - INFO - Epoch(train) [5][7500/9365] lr: 3.6179e-01 eta: 1 day, 12:28:12 time: 0.6137 data_time: 0.0820 memory: 16132 grad_norm: 0.9118 loss: 3.1161 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1161 2023/07/20 07:06:22 - mmengine - INFO - Epoch(train) [5][7520/9365] lr: 3.6176e-01 eta: 1 day, 12:27:50 time: 0.6324 data_time: 0.1274 memory: 16132 grad_norm: 0.9213 loss: 3.2180 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.2180 2023/07/20 07:06:34 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 07:06:34 - mmengine - INFO - Epoch(train) [5][7540/9365] lr: 3.6173e-01 eta: 1 day, 12:27:24 time: 0.5982 data_time: 0.0794 memory: 16132 grad_norm: 0.9208 loss: 3.1477 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 3.1477 2023/07/20 07:06:46 - mmengine - INFO - Epoch(train) [5][7560/9365] lr: 3.6169e-01 eta: 1 day, 12:27:01 time: 0.6154 data_time: 0.1169 memory: 16132 grad_norm: 0.8999 loss: 3.0678 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0678 2023/07/20 07:06:58 - mmengine - INFO - Epoch(train) [5][7580/9365] lr: 3.6166e-01 eta: 1 day, 12:26:38 time: 0.6292 data_time: 0.0800 memory: 16132 grad_norm: 0.9264 loss: 3.0963 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0963 2023/07/20 07:07:10 - mmengine - INFO - Epoch(train) [5][7600/9365] lr: 3.6163e-01 eta: 1 day, 12:26:13 time: 0.5951 data_time: 0.0794 memory: 16132 grad_norm: 0.9227 loss: 3.2135 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.2135 2023/07/20 07:07:22 - mmengine - INFO - Epoch(train) [5][7620/9365] lr: 3.6159e-01 eta: 1 day, 12:25:48 time: 0.6011 data_time: 0.0958 memory: 16132 grad_norm: 0.9243 loss: 3.0519 top1_acc: 0.3750 top5_acc: 0.4688 loss_cls: 3.0519 2023/07/20 07:07:35 - mmengine - INFO - Epoch(train) [5][7640/9365] lr: 3.6156e-01 eta: 1 day, 12:25:23 time: 0.6071 data_time: 0.0820 memory: 16132 grad_norm: 0.8956 loss: 3.1147 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1147 2023/07/20 07:07:47 - mmengine - INFO - Epoch(train) [5][7660/9365] lr: 3.6153e-01 eta: 1 day, 12:25:00 time: 0.6127 data_time: 0.0961 memory: 16132 grad_norm: 0.9285 loss: 3.2034 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.2034 2023/07/20 07:07:59 - mmengine - INFO - Epoch(train) [5][7680/9365] lr: 3.6150e-01 eta: 1 day, 12:24:35 time: 0.5990 data_time: 0.0837 memory: 16132 grad_norm: 0.9147 loss: 3.1353 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.1353 2023/07/20 07:08:11 - mmengine - INFO - Epoch(train) [5][7700/9365] lr: 3.6146e-01 eta: 1 day, 12:24:11 time: 0.6217 data_time: 0.0885 memory: 16132 grad_norm: 0.9063 loss: 2.9907 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9907 2023/07/20 07:08:23 - mmengine - INFO - Epoch(train) [5][7720/9365] lr: 3.6143e-01 eta: 1 day, 12:23:46 time: 0.5899 data_time: 0.0794 memory: 16132 grad_norm: 0.9033 loss: 3.1574 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1574 2023/07/20 07:08:35 - mmengine - INFO - Epoch(train) [5][7740/9365] lr: 3.6140e-01 eta: 1 day, 12:23:20 time: 0.5887 data_time: 0.0872 memory: 16132 grad_norm: 0.9088 loss: 3.1158 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.1158 2023/07/20 07:08:47 - mmengine - INFO - Epoch(train) [5][7760/9365] lr: 3.6136e-01 eta: 1 day, 12:22:55 time: 0.6000 data_time: 0.0919 memory: 16132 grad_norm: 0.9097 loss: 3.2187 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2187 2023/07/20 07:08:59 - mmengine - INFO - Epoch(train) [5][7780/9365] lr: 3.6133e-01 eta: 1 day, 12:22:31 time: 0.6066 data_time: 0.0883 memory: 16132 grad_norm: 0.9041 loss: 3.0585 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.0585 2023/07/20 07:09:11 - mmengine - INFO - Epoch(train) [5][7800/9365] lr: 3.6130e-01 eta: 1 day, 12:22:05 time: 0.5946 data_time: 0.0996 memory: 16132 grad_norm: 0.9170 loss: 3.1151 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1151 2023/07/20 07:09:23 - mmengine - INFO - Epoch(train) [5][7820/9365] lr: 3.6126e-01 eta: 1 day, 12:21:40 time: 0.5974 data_time: 0.1011 memory: 16132 grad_norm: 0.9000 loss: 3.0588 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 3.0588 2023/07/20 07:09:36 - mmengine - INFO - Epoch(train) [5][7840/9365] lr: 3.6123e-01 eta: 1 day, 12:21:19 time: 0.6445 data_time: 0.0995 memory: 16132 grad_norm: 0.8902 loss: 3.1792 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.1792 2023/07/20 07:09:47 - mmengine - INFO - Epoch(train) [5][7860/9365] lr: 3.6120e-01 eta: 1 day, 12:20:53 time: 0.5915 data_time: 0.0798 memory: 16132 grad_norm: 0.9097 loss: 3.1831 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.1831 2023/07/20 07:09:59 - mmengine - INFO - Epoch(train) [5][7880/9365] lr: 3.6117e-01 eta: 1 day, 12:20:28 time: 0.5889 data_time: 0.0776 memory: 16132 grad_norm: 0.9215 loss: 3.1031 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 3.1031 2023/07/20 07:10:11 - mmengine - INFO - Epoch(train) [5][7900/9365] lr: 3.6113e-01 eta: 1 day, 12:20:04 time: 0.6107 data_time: 0.1030 memory: 16132 grad_norm: 0.9275 loss: 3.1829 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 3.1829 2023/07/20 07:10:24 - mmengine - INFO - Epoch(train) [5][7920/9365] lr: 3.6110e-01 eta: 1 day, 12:19:40 time: 0.6176 data_time: 0.0778 memory: 16132 grad_norm: 0.9050 loss: 3.2279 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 3.2279 2023/07/20 07:10:35 - mmengine - INFO - Epoch(train) [5][7940/9365] lr: 3.6107e-01 eta: 1 day, 12:19:14 time: 0.5774 data_time: 0.0863 memory: 16132 grad_norm: 0.9172 loss: 3.1040 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1040 2023/07/20 07:10:48 - mmengine - INFO - Epoch(train) [5][7960/9365] lr: 3.6103e-01 eta: 1 day, 12:18:50 time: 0.6119 data_time: 0.0824 memory: 16132 grad_norm: 0.9137 loss: 3.1900 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1900 2023/07/20 07:11:00 - mmengine - INFO - Epoch(train) [5][7980/9365] lr: 3.6100e-01 eta: 1 day, 12:18:26 time: 0.6094 data_time: 0.0865 memory: 16132 grad_norm: 0.9115 loss: 3.1773 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1773 2023/07/20 07:11:12 - mmengine - INFO - Epoch(train) [5][8000/9365] lr: 3.6097e-01 eta: 1 day, 12:18:01 time: 0.5986 data_time: 0.0787 memory: 16132 grad_norm: 0.9322 loss: 3.1423 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.1423 2023/07/20 07:11:24 - mmengine - INFO - Epoch(train) [5][8020/9365] lr: 3.6093e-01 eta: 1 day, 12:17:37 time: 0.6036 data_time: 0.0867 memory: 16132 grad_norm: 0.9216 loss: 3.0789 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0789 2023/07/20 07:11:36 - mmengine - INFO - Epoch(train) [5][8040/9365] lr: 3.6090e-01 eta: 1 day, 12:17:13 time: 0.6132 data_time: 0.0849 memory: 16132 grad_norm: 0.9123 loss: 3.2962 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.2962 2023/07/20 07:11:48 - mmengine - INFO - Epoch(train) [5][8060/9365] lr: 3.6087e-01 eta: 1 day, 12:16:49 time: 0.6070 data_time: 0.0965 memory: 16132 grad_norm: 0.9220 loss: 3.0491 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 3.0491 2023/07/20 07:12:00 - mmengine - INFO - Epoch(train) [5][8080/9365] lr: 3.6083e-01 eta: 1 day, 12:16:23 time: 0.5882 data_time: 0.0834 memory: 16132 grad_norm: 0.9219 loss: 3.0935 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.0935 2023/07/20 07:12:12 - mmengine - INFO - Epoch(train) [5][8100/9365] lr: 3.6080e-01 eta: 1 day, 12:15:57 time: 0.5834 data_time: 0.0855 memory: 16132 grad_norm: 0.9145 loss: 3.2550 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.2550 2023/07/20 07:12:24 - mmengine - INFO - Epoch(train) [5][8120/9365] lr: 3.6077e-01 eta: 1 day, 12:15:33 time: 0.5995 data_time: 0.0791 memory: 16132 grad_norm: 0.9344 loss: 3.1885 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1885 2023/07/20 07:12:36 - mmengine - INFO - Epoch(train) [5][8140/9365] lr: 3.6073e-01 eta: 1 day, 12:15:10 time: 0.6300 data_time: 0.0837 memory: 16132 grad_norm: 0.9111 loss: 3.0803 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0803 2023/07/20 07:12:48 - mmengine - INFO - Epoch(train) [5][8160/9365] lr: 3.6070e-01 eta: 1 day, 12:14:46 time: 0.6071 data_time: 0.0807 memory: 16132 grad_norm: 0.9384 loss: 3.0868 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.0868 2023/07/20 07:13:01 - mmengine - INFO - Epoch(train) [5][8180/9365] lr: 3.6067e-01 eta: 1 day, 12:14:22 time: 0.6064 data_time: 0.0817 memory: 16132 grad_norm: 0.9157 loss: 3.0570 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0570 2023/07/20 07:13:13 - mmengine - INFO - Epoch(train) [5][8200/9365] lr: 3.6063e-01 eta: 1 day, 12:13:58 time: 0.6112 data_time: 0.1057 memory: 16132 grad_norm: 0.9153 loss: 3.1782 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 3.1782 2023/07/20 07:13:25 - mmengine - INFO - Epoch(train) [5][8220/9365] lr: 3.6060e-01 eta: 1 day, 12:13:35 time: 0.6125 data_time: 0.1008 memory: 16132 grad_norm: 0.9077 loss: 3.1165 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 3.1165 2023/07/20 07:13:37 - mmengine - INFO - Epoch(train) [5][8240/9365] lr: 3.6057e-01 eta: 1 day, 12:13:09 time: 0.5873 data_time: 0.0927 memory: 16132 grad_norm: 0.9028 loss: 3.1891 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1891 2023/07/20 07:13:49 - mmengine - INFO - Epoch(train) [5][8260/9365] lr: 3.6053e-01 eta: 1 day, 12:12:43 time: 0.5880 data_time: 0.0871 memory: 16132 grad_norm: 0.9307 loss: 3.0801 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 3.0801 2023/07/20 07:14:01 - mmengine - INFO - Epoch(train) [5][8280/9365] lr: 3.6050e-01 eta: 1 day, 12:12:20 time: 0.6138 data_time: 0.0812 memory: 16132 grad_norm: 0.9190 loss: 3.0619 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0619 2023/07/20 07:14:13 - mmengine - INFO - Epoch(train) [5][8300/9365] lr: 3.6047e-01 eta: 1 day, 12:11:57 time: 0.6196 data_time: 0.1076 memory: 16132 grad_norm: 0.9219 loss: 3.1022 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.1022 2023/07/20 07:14:25 - mmengine - INFO - Epoch(train) [5][8320/9365] lr: 3.6043e-01 eta: 1 day, 12:11:31 time: 0.5853 data_time: 0.0855 memory: 16132 grad_norm: 0.9103 loss: 3.0667 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0667 2023/07/20 07:14:38 - mmengine - INFO - Epoch(train) [5][8340/9365] lr: 3.6040e-01 eta: 1 day, 12:11:09 time: 0.6284 data_time: 0.0779 memory: 16132 grad_norm: 0.9165 loss: 3.1324 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.1324 2023/07/20 07:14:50 - mmengine - INFO - Epoch(train) [5][8360/9365] lr: 3.6037e-01 eta: 1 day, 12:10:46 time: 0.6288 data_time: 0.0794 memory: 16132 grad_norm: 0.9309 loss: 3.1519 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.1519 2023/07/20 07:15:02 - mmengine - INFO - Epoch(train) [5][8380/9365] lr: 3.6033e-01 eta: 1 day, 12:10:22 time: 0.6055 data_time: 0.0803 memory: 16132 grad_norm: 0.9076 loss: 3.1465 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 3.1465 2023/07/20 07:15:14 - mmengine - INFO - Epoch(train) [5][8400/9365] lr: 3.6030e-01 eta: 1 day, 12:09:56 time: 0.5782 data_time: 0.0896 memory: 16132 grad_norm: 0.9061 loss: 3.1351 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1351 2023/07/20 07:15:26 - mmengine - INFO - Epoch(train) [5][8420/9365] lr: 3.6027e-01 eta: 1 day, 12:09:33 time: 0.6224 data_time: 0.0907 memory: 16132 grad_norm: 0.9332 loss: 3.1891 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.1891 2023/07/20 07:15:38 - mmengine - INFO - Epoch(train) [5][8440/9365] lr: 3.6023e-01 eta: 1 day, 12:09:10 time: 0.6090 data_time: 0.0934 memory: 16132 grad_norm: 0.9255 loss: 3.2077 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.2077 2023/07/20 07:15:51 - mmengine - INFO - Epoch(train) [5][8460/9365] lr: 3.6020e-01 eta: 1 day, 12:08:46 time: 0.6134 data_time: 0.0849 memory: 16132 grad_norm: 0.9251 loss: 3.0652 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.0652 2023/07/20 07:16:03 - mmengine - INFO - Epoch(train) [5][8480/9365] lr: 3.6017e-01 eta: 1 day, 12:08:21 time: 0.5942 data_time: 0.0924 memory: 16132 grad_norm: 0.9243 loss: 3.1732 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1732 2023/07/20 07:16:15 - mmengine - INFO - Epoch(train) [5][8500/9365] lr: 3.6013e-01 eta: 1 day, 12:07:57 time: 0.6092 data_time: 0.1209 memory: 16132 grad_norm: 0.9127 loss: 3.0421 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.0421 2023/07/20 07:16:27 - mmengine - INFO - Epoch(train) [5][8520/9365] lr: 3.6010e-01 eta: 1 day, 12:07:32 time: 0.5872 data_time: 0.1170 memory: 16132 grad_norm: 0.9182 loss: 2.9924 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9924 2023/07/20 07:16:39 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 07:16:39 - mmengine - INFO - Epoch(train) [5][8540/9365] lr: 3.6007e-01 eta: 1 day, 12:07:09 time: 0.6202 data_time: 0.1113 memory: 16132 grad_norm: 0.9245 loss: 3.0486 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0486 2023/07/20 07:16:51 - mmengine - INFO - Epoch(train) [5][8560/9365] lr: 3.6003e-01 eta: 1 day, 12:06:45 time: 0.6047 data_time: 0.0973 memory: 16132 grad_norm: 0.9089 loss: 3.0301 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.0301 2023/07/20 07:17:03 - mmengine - INFO - Epoch(train) [5][8580/9365] lr: 3.6000e-01 eta: 1 day, 12:06:22 time: 0.6122 data_time: 0.1138 memory: 16132 grad_norm: 0.9294 loss: 3.1680 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.1680 2023/07/20 07:17:16 - mmengine - INFO - Epoch(train) [5][8600/9365] lr: 3.5997e-01 eta: 1 day, 12:06:00 time: 0.6326 data_time: 0.0820 memory: 16132 grad_norm: 0.9310 loss: 3.1391 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1391 2023/07/20 07:17:28 - mmengine - INFO - Epoch(train) [5][8620/9365] lr: 3.5993e-01 eta: 1 day, 12:05:36 time: 0.6163 data_time: 0.1164 memory: 16132 grad_norm: 0.9460 loss: 3.2295 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2295 2023/07/20 07:17:41 - mmengine - INFO - Epoch(train) [5][8640/9365] lr: 3.5990e-01 eta: 1 day, 12:05:15 time: 0.6359 data_time: 0.0822 memory: 16132 grad_norm: 0.9150 loss: 3.2620 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2620 2023/07/20 07:17:53 - mmengine - INFO - Epoch(train) [5][8660/9365] lr: 3.5986e-01 eta: 1 day, 12:04:50 time: 0.5957 data_time: 0.0820 memory: 16132 grad_norm: 0.9292 loss: 3.1374 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1374 2023/07/20 07:18:05 - mmengine - INFO - Epoch(train) [5][8680/9365] lr: 3.5983e-01 eta: 1 day, 12:04:25 time: 0.5927 data_time: 0.0875 memory: 16132 grad_norm: 0.9122 loss: 3.0973 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0973 2023/07/20 07:18:17 - mmengine - INFO - Epoch(train) [5][8700/9365] lr: 3.5980e-01 eta: 1 day, 12:04:03 time: 0.6257 data_time: 0.0811 memory: 16132 grad_norm: 0.9332 loss: 3.0976 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0976 2023/07/20 07:18:30 - mmengine - INFO - Epoch(train) [5][8720/9365] lr: 3.5976e-01 eta: 1 day, 12:03:40 time: 0.6165 data_time: 0.0822 memory: 16132 grad_norm: 0.9264 loss: 3.0856 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0856 2023/07/20 07:18:42 - mmengine - INFO - Epoch(train) [5][8740/9365] lr: 3.5973e-01 eta: 1 day, 12:03:15 time: 0.6015 data_time: 0.0837 memory: 16132 grad_norm: 0.9238 loss: 3.1935 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1935 2023/07/20 07:18:54 - mmengine - INFO - Epoch(train) [5][8760/9365] lr: 3.5970e-01 eta: 1 day, 12:02:52 time: 0.6144 data_time: 0.0806 memory: 16132 grad_norm: 0.9250 loss: 3.2452 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.2452 2023/07/20 07:19:06 - mmengine - INFO - Epoch(train) [5][8780/9365] lr: 3.5966e-01 eta: 1 day, 12:02:29 time: 0.6150 data_time: 0.0831 memory: 16132 grad_norm: 0.9300 loss: 3.2098 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.2098 2023/07/20 07:19:18 - mmengine - INFO - Epoch(train) [5][8800/9365] lr: 3.5963e-01 eta: 1 day, 12:02:04 time: 0.5943 data_time: 0.0960 memory: 16132 grad_norm: 0.9106 loss: 3.2015 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.2015 2023/07/20 07:19:31 - mmengine - INFO - Epoch(train) [5][8820/9365] lr: 3.5960e-01 eta: 1 day, 12:01:43 time: 0.6374 data_time: 0.1085 memory: 16132 grad_norm: 0.9168 loss: 3.1390 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1390 2023/07/20 07:19:43 - mmengine - INFO - Epoch(train) [5][8840/9365] lr: 3.5956e-01 eta: 1 day, 12:01:19 time: 0.5998 data_time: 0.0846 memory: 16132 grad_norm: 0.9375 loss: 3.2028 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.2028 2023/07/20 07:19:55 - mmengine - INFO - Epoch(train) [5][8860/9365] lr: 3.5953e-01 eta: 1 day, 12:00:55 time: 0.6126 data_time: 0.0879 memory: 16132 grad_norm: 0.9142 loss: 3.2177 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2177 2023/07/20 07:20:08 - mmengine - INFO - Epoch(train) [5][8880/9365] lr: 3.5949e-01 eta: 1 day, 12:00:32 time: 0.6173 data_time: 0.1241 memory: 16132 grad_norm: 0.9209 loss: 3.1480 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1480 2023/07/20 07:20:19 - mmengine - INFO - Epoch(train) [5][8900/9365] lr: 3.5946e-01 eta: 1 day, 12:00:08 time: 0.5957 data_time: 0.0773 memory: 16132 grad_norm: 0.9238 loss: 3.1754 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.1754 2023/07/20 07:20:32 - mmengine - INFO - Epoch(train) [5][8920/9365] lr: 3.5943e-01 eta: 1 day, 11:59:44 time: 0.6111 data_time: 0.0957 memory: 16132 grad_norm: 0.9159 loss: 3.0332 top1_acc: 0.3125 top5_acc: 0.7812 loss_cls: 3.0332 2023/07/20 07:20:44 - mmengine - INFO - Epoch(train) [5][8940/9365] lr: 3.5939e-01 eta: 1 day, 11:59:22 time: 0.6245 data_time: 0.0950 memory: 16132 grad_norm: 0.9180 loss: 2.9860 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9860 2023/07/20 07:20:56 - mmengine - INFO - Epoch(train) [5][8960/9365] lr: 3.5936e-01 eta: 1 day, 11:58:56 time: 0.5786 data_time: 0.0874 memory: 16132 grad_norm: 0.9570 loss: 3.1041 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1041 2023/07/20 07:21:08 - mmengine - INFO - Epoch(train) [5][8980/9365] lr: 3.5933e-01 eta: 1 day, 11:58:34 time: 0.6230 data_time: 0.0765 memory: 16132 grad_norm: 0.9255 loss: 3.0657 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0657 2023/07/20 07:21:20 - mmengine - INFO - Epoch(train) [5][9000/9365] lr: 3.5929e-01 eta: 1 day, 11:58:10 time: 0.6091 data_time: 0.0810 memory: 16132 grad_norm: 0.9189 loss: 3.2112 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.2112 2023/07/20 07:21:32 - mmengine - INFO - Epoch(train) [5][9020/9365] lr: 3.5926e-01 eta: 1 day, 11:57:45 time: 0.5952 data_time: 0.0783 memory: 16132 grad_norm: 0.9043 loss: 3.1182 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.1182 2023/07/20 07:21:44 - mmengine - INFO - Epoch(train) [5][9040/9365] lr: 3.5922e-01 eta: 1 day, 11:57:21 time: 0.6024 data_time: 0.1083 memory: 16132 grad_norm: 0.9270 loss: 3.2145 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.2145 2023/07/20 07:21:57 - mmengine - INFO - Epoch(train) [5][9060/9365] lr: 3.5919e-01 eta: 1 day, 11:56:59 time: 0.6168 data_time: 0.0821 memory: 16132 grad_norm: 0.9355 loss: 3.3270 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3270 2023/07/20 07:22:08 - mmengine - INFO - Epoch(train) [5][9080/9365] lr: 3.5916e-01 eta: 1 day, 11:56:32 time: 0.5741 data_time: 0.0831 memory: 16132 grad_norm: 0.9184 loss: 3.1500 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1500 2023/07/20 07:22:20 - mmengine - INFO - Epoch(train) [5][9100/9365] lr: 3.5912e-01 eta: 1 day, 11:56:08 time: 0.5963 data_time: 0.0844 memory: 16132 grad_norm: 0.9136 loss: 2.9952 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9952 2023/07/20 07:22:32 - mmengine - INFO - Epoch(train) [5][9120/9365] lr: 3.5909e-01 eta: 1 day, 11:55:45 time: 0.6108 data_time: 0.0877 memory: 16132 grad_norm: 0.9143 loss: 3.2084 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2084 2023/07/20 07:22:44 - mmengine - INFO - Epoch(train) [5][9140/9365] lr: 3.5905e-01 eta: 1 day, 11:55:21 time: 0.6012 data_time: 0.1084 memory: 16132 grad_norm: 0.9118 loss: 3.2142 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.2142 2023/07/20 07:22:56 - mmengine - INFO - Epoch(train) [5][9160/9365] lr: 3.5902e-01 eta: 1 day, 11:54:56 time: 0.5934 data_time: 0.0967 memory: 16132 grad_norm: 0.9286 loss: 3.1143 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1143 2023/07/20 07:23:08 - mmengine - INFO - Epoch(train) [5][9180/9365] lr: 3.5899e-01 eta: 1 day, 11:54:31 time: 0.5871 data_time: 0.0942 memory: 16132 grad_norm: 0.9223 loss: 3.1835 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.1835 2023/07/20 07:23:20 - mmengine - INFO - Epoch(train) [5][9200/9365] lr: 3.5895e-01 eta: 1 day, 11:54:07 time: 0.6033 data_time: 0.0842 memory: 16132 grad_norm: 0.9195 loss: 3.0492 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.0492 2023/07/20 07:23:32 - mmengine - INFO - Epoch(train) [5][9220/9365] lr: 3.5892e-01 eta: 1 day, 11:53:44 time: 0.6111 data_time: 0.0820 memory: 16132 grad_norm: 0.9097 loss: 3.1946 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.1946 2023/07/20 07:23:45 - mmengine - INFO - Epoch(train) [5][9240/9365] lr: 3.5888e-01 eta: 1 day, 11:53:21 time: 0.6127 data_time: 0.0757 memory: 16132 grad_norm: 0.9206 loss: 3.0364 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.0364 2023/07/20 07:23:57 - mmengine - INFO - Epoch(train) [5][9260/9365] lr: 3.5885e-01 eta: 1 day, 11:52:57 time: 0.6062 data_time: 0.0831 memory: 16132 grad_norm: 0.9061 loss: 3.1793 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.1793 2023/07/20 07:24:09 - mmengine - INFO - Epoch(train) [5][9280/9365] lr: 3.5882e-01 eta: 1 day, 11:52:33 time: 0.5957 data_time: 0.1122 memory: 16132 grad_norm: 0.9192 loss: 3.0457 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0457 2023/07/20 07:24:21 - mmengine - INFO - Epoch(train) [5][9300/9365] lr: 3.5878e-01 eta: 1 day, 11:52:09 time: 0.6112 data_time: 0.0875 memory: 16132 grad_norm: 0.8987 loss: 3.2122 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2122 2023/07/20 07:24:33 - mmengine - INFO - Epoch(train) [5][9320/9365] lr: 3.5875e-01 eta: 1 day, 11:51:45 time: 0.5906 data_time: 0.0811 memory: 16132 grad_norm: 0.9402 loss: 3.1021 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 3.1021 2023/07/20 07:24:45 - mmengine - INFO - Epoch(train) [5][9340/9365] lr: 3.5871e-01 eta: 1 day, 11:51:21 time: 0.6081 data_time: 0.1152 memory: 16132 grad_norm: 0.9256 loss: 3.1614 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 3.1614 2023/07/20 07:24:57 - mmengine - INFO - Epoch(train) [5][9360/9365] lr: 3.5868e-01 eta: 1 day, 11:50:56 time: 0.5868 data_time: 0.1138 memory: 16132 grad_norm: 0.9069 loss: 3.1700 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.1700 2023/07/20 07:24:59 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 07:24:59 - mmengine - INFO - Epoch(train) [5][9365/9365] lr: 3.5867e-01 eta: 1 day, 11:50:49 time: 0.5347 data_time: 0.0839 memory: 16132 grad_norm: 0.9204 loss: 3.1577 top1_acc: 0.3333 top5_acc: 0.5417 loss_cls: 3.1577 2023/07/20 07:24:59 - mmengine - INFO - Saving checkpoint at 5 epochs 2023/07/20 07:25:17 - mmengine - INFO - Epoch(val) [5][20/78] eta: 0:00:49 time: 0.8501 data_time: 0.5495 memory: 3721 2023/07/20 07:25:29 - mmengine - INFO - Epoch(val) [5][40/78] eta: 0:00:27 time: 0.5845 data_time: 0.2848 memory: 3721 2023/07/20 07:25:42 - mmengine - INFO - Epoch(val) [5][60/78] eta: 0:00:12 time: 0.6570 data_time: 0.3542 memory: 3721 2023/07/20 07:25:51 - mmengine - INFO - Epoch(val) [5][78/78] acc/top1: 0.1805 acc/top5: 0.3926 acc/mean1: 0.1802 data_time: 0.3267 time: 0.6164 2023/07/20 07:26:12 - mmengine - INFO - Epoch(train) [6][ 20/9365] lr: 3.5864e-01 eta: 1 day, 11:51:02 time: 1.0903 data_time: 0.3925 memory: 16132 grad_norm: 0.9192 loss: 3.1422 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1422 2023/07/20 07:26:25 - mmengine - INFO - Epoch(train) [6][ 40/9365] lr: 3.5860e-01 eta: 1 day, 11:50:39 time: 0.6097 data_time: 0.0912 memory: 16132 grad_norm: 0.9459 loss: 3.1789 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1789 2023/07/20 07:26:37 - mmengine - INFO - Epoch(train) [6][ 60/9365] lr: 3.5857e-01 eta: 1 day, 11:50:14 time: 0.5975 data_time: 0.0834 memory: 16132 grad_norm: 0.9063 loss: 3.1803 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.1803 2023/07/20 07:26:49 - mmengine - INFO - Epoch(train) [6][ 80/9365] lr: 3.5854e-01 eta: 1 day, 11:49:51 time: 0.6128 data_time: 0.0867 memory: 16132 grad_norm: 0.9005 loss: 3.0528 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0528 2023/07/20 07:27:01 - mmengine - INFO - Epoch(train) [6][ 100/9365] lr: 3.5850e-01 eta: 1 day, 11:49:28 time: 0.6069 data_time: 0.0881 memory: 16132 grad_norm: 0.9294 loss: 3.1616 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1616 2023/07/20 07:27:13 - mmengine - INFO - Epoch(train) [6][ 120/9365] lr: 3.5847e-01 eta: 1 day, 11:49:04 time: 0.6021 data_time: 0.0783 memory: 16132 grad_norm: 0.9338 loss: 3.1197 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1197 2023/07/20 07:27:25 - mmengine - INFO - Epoch(train) [6][ 140/9365] lr: 3.5843e-01 eta: 1 day, 11:48:39 time: 0.5909 data_time: 0.0828 memory: 16132 grad_norm: 0.9280 loss: 3.1173 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.1173 2023/07/20 07:27:37 - mmengine - INFO - Epoch(train) [6][ 160/9365] lr: 3.5840e-01 eta: 1 day, 11:48:17 time: 0.6230 data_time: 0.0829 memory: 16132 grad_norm: 0.9249 loss: 3.0499 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0499 2023/07/20 07:27:46 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 07:27:49 - mmengine - INFO - Epoch(train) [6][ 180/9365] lr: 3.5837e-01 eta: 1 day, 11:47:53 time: 0.6004 data_time: 0.0805 memory: 16132 grad_norm: 0.9244 loss: 3.0965 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0965 2023/07/20 07:28:02 - mmengine - INFO - Epoch(train) [6][ 200/9365] lr: 3.5833e-01 eta: 1 day, 11:47:31 time: 0.6176 data_time: 0.1146 memory: 16132 grad_norm: 0.9050 loss: 3.0742 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.0742 2023/07/20 07:28:14 - mmengine - INFO - Epoch(train) [6][ 220/9365] lr: 3.5830e-01 eta: 1 day, 11:47:07 time: 0.6112 data_time: 0.0828 memory: 16132 grad_norm: 0.9143 loss: 3.3046 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.3046 2023/07/20 07:28:26 - mmengine - INFO - Epoch(train) [6][ 240/9365] lr: 3.5826e-01 eta: 1 day, 11:46:42 time: 0.5866 data_time: 0.0897 memory: 16132 grad_norm: 0.9142 loss: 3.0927 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.0927 2023/07/20 07:28:38 - mmengine - INFO - Epoch(train) [6][ 260/9365] lr: 3.5823e-01 eta: 1 day, 11:46:19 time: 0.6109 data_time: 0.0889 memory: 16132 grad_norm: 0.9136 loss: 3.2782 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.2782 2023/07/20 07:28:50 - mmengine - INFO - Epoch(train) [6][ 280/9365] lr: 3.5819e-01 eta: 1 day, 11:45:56 time: 0.6026 data_time: 0.1008 memory: 16132 grad_norm: 0.8906 loss: 3.1686 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.1686 2023/07/20 07:29:02 - mmengine - INFO - Epoch(train) [6][ 300/9365] lr: 3.5816e-01 eta: 1 day, 11:45:33 time: 0.6182 data_time: 0.1016 memory: 16132 grad_norm: 0.9275 loss: 3.0970 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0970 2023/07/20 07:29:14 - mmengine - INFO - Epoch(train) [6][ 320/9365] lr: 3.5813e-01 eta: 1 day, 11:45:07 time: 0.5749 data_time: 0.0857 memory: 16132 grad_norm: 0.9224 loss: 3.0629 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 3.0629 2023/07/20 07:29:26 - mmengine - INFO - Epoch(train) [6][ 340/9365] lr: 3.5809e-01 eta: 1 day, 11:44:46 time: 0.6300 data_time: 0.0858 memory: 16132 grad_norm: 0.9360 loss: 3.1282 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1282 2023/07/20 07:29:39 - mmengine - INFO - Epoch(train) [6][ 360/9365] lr: 3.5806e-01 eta: 1 day, 11:44:23 time: 0.6146 data_time: 0.0811 memory: 16132 grad_norm: 0.9297 loss: 3.1228 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1228 2023/07/20 07:29:51 - mmengine - INFO - Epoch(train) [6][ 380/9365] lr: 3.5802e-01 eta: 1 day, 11:43:59 time: 0.6012 data_time: 0.0934 memory: 16132 grad_norm: 0.9411 loss: 3.1089 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1089 2023/07/20 07:30:03 - mmengine - INFO - Epoch(train) [6][ 400/9365] lr: 3.5799e-01 eta: 1 day, 11:43:36 time: 0.6078 data_time: 0.1238 memory: 16132 grad_norm: 0.9189 loss: 3.2204 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2204 2023/07/20 07:30:15 - mmengine - INFO - Epoch(train) [6][ 420/9365] lr: 3.5795e-01 eta: 1 day, 11:43:11 time: 0.5915 data_time: 0.0793 memory: 16132 grad_norm: 0.9325 loss: 2.9803 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9803 2023/07/20 07:30:27 - mmengine - INFO - Epoch(train) [6][ 440/9365] lr: 3.5792e-01 eta: 1 day, 11:42:50 time: 0.6274 data_time: 0.0864 memory: 16132 grad_norm: 0.9129 loss: 3.0732 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0732 2023/07/20 07:30:40 - mmengine - INFO - Epoch(train) [6][ 460/9365] lr: 3.5789e-01 eta: 1 day, 11:42:27 time: 0.6214 data_time: 0.0805 memory: 16132 grad_norm: 0.8978 loss: 3.2266 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2266 2023/07/20 07:30:52 - mmengine - INFO - Epoch(train) [6][ 480/9365] lr: 3.5785e-01 eta: 1 day, 11:42:06 time: 0.6314 data_time: 0.1005 memory: 16132 grad_norm: 0.9443 loss: 3.1495 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.1495 2023/07/20 07:31:05 - mmengine - INFO - Epoch(train) [6][ 500/9365] lr: 3.5782e-01 eta: 1 day, 11:41:43 time: 0.6152 data_time: 0.0964 memory: 16132 grad_norm: 0.9291 loss: 2.9627 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9627 2023/07/20 07:31:17 - mmengine - INFO - Epoch(train) [6][ 520/9365] lr: 3.5778e-01 eta: 1 day, 11:41:21 time: 0.6186 data_time: 0.0791 memory: 16132 grad_norm: 0.9099 loss: 3.0495 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0495 2023/07/20 07:31:29 - mmengine - INFO - Epoch(train) [6][ 540/9365] lr: 3.5775e-01 eta: 1 day, 11:40:57 time: 0.5973 data_time: 0.1091 memory: 16132 grad_norm: 0.9431 loss: 3.1349 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1349 2023/07/20 07:31:41 - mmengine - INFO - Epoch(train) [6][ 560/9365] lr: 3.5771e-01 eta: 1 day, 11:40:35 time: 0.6245 data_time: 0.1056 memory: 16132 grad_norm: 0.9310 loss: 3.0864 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0864 2023/07/20 07:31:54 - mmengine - INFO - Epoch(train) [6][ 580/9365] lr: 3.5768e-01 eta: 1 day, 11:40:12 time: 0.6111 data_time: 0.0795 memory: 16132 grad_norm: 0.9148 loss: 3.0659 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0659 2023/07/20 07:32:06 - mmengine - INFO - Epoch(train) [6][ 600/9365] lr: 3.5765e-01 eta: 1 day, 11:39:49 time: 0.6093 data_time: 0.1305 memory: 16132 grad_norm: 0.9101 loss: 3.1995 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1995 2023/07/20 07:32:18 - mmengine - INFO - Epoch(train) [6][ 620/9365] lr: 3.5761e-01 eta: 1 day, 11:39:26 time: 0.6145 data_time: 0.0871 memory: 16132 grad_norm: 0.9300 loss: 3.1182 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1182 2023/07/20 07:32:30 - mmengine - INFO - Epoch(train) [6][ 640/9365] lr: 3.5758e-01 eta: 1 day, 11:39:01 time: 0.5799 data_time: 0.0993 memory: 16132 grad_norm: 0.9321 loss: 3.2035 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.2035 2023/07/20 07:32:42 - mmengine - INFO - Epoch(train) [6][ 660/9365] lr: 3.5754e-01 eta: 1 day, 11:38:37 time: 0.5972 data_time: 0.0961 memory: 16132 grad_norm: 0.9050 loss: 3.1573 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.1573 2023/07/20 07:32:54 - mmengine - INFO - Epoch(train) [6][ 680/9365] lr: 3.5751e-01 eta: 1 day, 11:38:15 time: 0.6187 data_time: 0.0799 memory: 16132 grad_norm: 0.9116 loss: 3.1815 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 3.1815 2023/07/20 07:33:05 - mmengine - INFO - Epoch(train) [6][ 700/9365] lr: 3.5747e-01 eta: 1 day, 11:37:49 time: 0.5716 data_time: 0.0808 memory: 16132 grad_norm: 0.9294 loss: 3.1296 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1296 2023/07/20 07:33:18 - mmengine - INFO - Epoch(train) [6][ 720/9365] lr: 3.5744e-01 eta: 1 day, 11:37:26 time: 0.6136 data_time: 0.1017 memory: 16132 grad_norm: 0.9161 loss: 3.0231 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 3.0231 2023/07/20 07:33:29 - mmengine - INFO - Epoch(train) [6][ 740/9365] lr: 3.5740e-01 eta: 1 day, 11:37:01 time: 0.5821 data_time: 0.0848 memory: 16132 grad_norm: 0.9439 loss: 3.0912 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0912 2023/07/20 07:33:42 - mmengine - INFO - Epoch(train) [6][ 760/9365] lr: 3.5737e-01 eta: 1 day, 11:36:39 time: 0.6192 data_time: 0.0827 memory: 16132 grad_norm: 0.9184 loss: 3.0473 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.0473 2023/07/20 07:33:54 - mmengine - INFO - Epoch(train) [6][ 780/9365] lr: 3.5734e-01 eta: 1 day, 11:36:15 time: 0.5940 data_time: 0.1106 memory: 16132 grad_norm: 0.9290 loss: 3.3458 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.3458 2023/07/20 07:34:06 - mmengine - INFO - Epoch(train) [6][ 800/9365] lr: 3.5730e-01 eta: 1 day, 11:35:51 time: 0.6022 data_time: 0.0789 memory: 16132 grad_norm: 0.9335 loss: 3.0815 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.0815 2023/07/20 07:34:17 - mmengine - INFO - Epoch(train) [6][ 820/9365] lr: 3.5727e-01 eta: 1 day, 11:35:26 time: 0.5800 data_time: 0.0826 memory: 16132 grad_norm: 0.9385 loss: 3.0832 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0832 2023/07/20 07:34:30 - mmengine - INFO - Epoch(train) [6][ 840/9365] lr: 3.5723e-01 eta: 1 day, 11:35:04 time: 0.6118 data_time: 0.0843 memory: 16132 grad_norm: 0.9239 loss: 3.2179 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.2179 2023/07/20 07:34:42 - mmengine - INFO - Epoch(train) [6][ 860/9365] lr: 3.5720e-01 eta: 1 day, 11:34:40 time: 0.6020 data_time: 0.0836 memory: 16132 grad_norm: 0.9154 loss: 3.1549 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.1549 2023/07/20 07:34:54 - mmengine - INFO - Epoch(train) [6][ 880/9365] lr: 3.5716e-01 eta: 1 day, 11:34:19 time: 0.6312 data_time: 0.1044 memory: 16132 grad_norm: 0.9210 loss: 3.1267 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1267 2023/07/20 07:35:06 - mmengine - INFO - Epoch(train) [6][ 900/9365] lr: 3.5713e-01 eta: 1 day, 11:33:55 time: 0.5962 data_time: 0.1187 memory: 16132 grad_norm: 0.9392 loss: 3.0945 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.0945 2023/07/20 07:35:18 - mmengine - INFO - Epoch(train) [6][ 920/9365] lr: 3.5709e-01 eta: 1 day, 11:33:31 time: 0.6006 data_time: 0.0950 memory: 16132 grad_norm: 0.9553 loss: 3.1180 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1180 2023/07/20 07:35:30 - mmengine - INFO - Epoch(train) [6][ 940/9365] lr: 3.5706e-01 eta: 1 day, 11:33:08 time: 0.5971 data_time: 0.1040 memory: 16132 grad_norm: 0.9182 loss: 3.1513 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.1513 2023/07/20 07:35:42 - mmengine - INFO - Epoch(train) [6][ 960/9365] lr: 3.5702e-01 eta: 1 day, 11:32:44 time: 0.5983 data_time: 0.0949 memory: 16132 grad_norm: 0.9161 loss: 3.1579 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1579 2023/07/20 07:35:54 - mmengine - INFO - Epoch(train) [6][ 980/9365] lr: 3.5699e-01 eta: 1 day, 11:32:21 time: 0.6059 data_time: 0.1068 memory: 16132 grad_norm: 0.9268 loss: 3.1182 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 3.1182 2023/07/20 07:36:06 - mmengine - INFO - Epoch(train) [6][1000/9365] lr: 3.5696e-01 eta: 1 day, 11:31:58 time: 0.6108 data_time: 0.0896 memory: 16132 grad_norm: 0.9056 loss: 3.2267 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2267 2023/07/20 07:36:18 - mmengine - INFO - Epoch(train) [6][1020/9365] lr: 3.5692e-01 eta: 1 day, 11:31:33 time: 0.5815 data_time: 0.0841 memory: 16132 grad_norm: 0.9170 loss: 3.0541 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0541 2023/07/20 07:36:31 - mmengine - INFO - Epoch(train) [6][1040/9365] lr: 3.5689e-01 eta: 1 day, 11:31:11 time: 0.6262 data_time: 0.1163 memory: 16132 grad_norm: 0.9219 loss: 3.0708 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.0708 2023/07/20 07:36:43 - mmengine - INFO - Epoch(train) [6][1060/9365] lr: 3.5685e-01 eta: 1 day, 11:30:49 time: 0.6102 data_time: 0.0824 memory: 16132 grad_norm: 0.9195 loss: 3.0968 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0968 2023/07/20 07:36:55 - mmengine - INFO - Epoch(train) [6][1080/9365] lr: 3.5682e-01 eta: 1 day, 11:30:25 time: 0.5922 data_time: 0.0806 memory: 16132 grad_norm: 0.9033 loss: 3.2119 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.2119 2023/07/20 07:37:07 - mmengine - INFO - Epoch(train) [6][1100/9365] lr: 3.5678e-01 eta: 1 day, 11:30:01 time: 0.5958 data_time: 0.0824 memory: 16132 grad_norm: 0.9200 loss: 2.9764 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9764 2023/07/20 07:37:19 - mmengine - INFO - Epoch(train) [6][1120/9365] lr: 3.5675e-01 eta: 1 day, 11:29:39 time: 0.6229 data_time: 0.1188 memory: 16132 grad_norm: 0.9368 loss: 3.1187 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1187 2023/07/20 07:37:31 - mmengine - INFO - Epoch(train) [6][1140/9365] lr: 3.5671e-01 eta: 1 day, 11:29:14 time: 0.5810 data_time: 0.1132 memory: 16132 grad_norm: 0.9045 loss: 3.0569 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0569 2023/07/20 07:37:43 - mmengine - INFO - Epoch(train) [6][1160/9365] lr: 3.5668e-01 eta: 1 day, 11:28:50 time: 0.5947 data_time: 0.1028 memory: 16132 grad_norm: 0.9400 loss: 3.1287 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1287 2023/07/20 07:37:51 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 07:37:55 - mmengine - INFO - Epoch(train) [6][1180/9365] lr: 3.5664e-01 eta: 1 day, 11:28:27 time: 0.6095 data_time: 0.0827 memory: 16132 grad_norm: 0.9288 loss: 3.1844 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1844 2023/07/20 07:38:07 - mmengine - INFO - Epoch(train) [6][1200/9365] lr: 3.5661e-01 eta: 1 day, 11:28:03 time: 0.5869 data_time: 0.0863 memory: 16132 grad_norm: 0.9186 loss: 3.1887 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1887 2023/07/20 07:38:19 - mmengine - INFO - Epoch(train) [6][1220/9365] lr: 3.5657e-01 eta: 1 day, 11:27:41 time: 0.6215 data_time: 0.0847 memory: 16132 grad_norm: 0.9315 loss: 3.2732 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.2732 2023/07/20 07:38:32 - mmengine - INFO - Epoch(train) [6][1240/9365] lr: 3.5654e-01 eta: 1 day, 11:27:20 time: 0.6373 data_time: 0.0876 memory: 16132 grad_norm: 0.9212 loss: 3.1840 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1840 2023/07/20 07:38:44 - mmengine - INFO - Epoch(train) [6][1260/9365] lr: 3.5650e-01 eta: 1 day, 11:26:57 time: 0.6015 data_time: 0.0840 memory: 16132 grad_norm: 0.9171 loss: 3.1419 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1419 2023/07/20 07:38:55 - mmengine - INFO - Epoch(train) [6][1280/9365] lr: 3.5647e-01 eta: 1 day, 11:26:32 time: 0.5745 data_time: 0.0846 memory: 16132 grad_norm: 0.9096 loss: 3.2134 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2134 2023/07/20 07:39:07 - mmengine - INFO - Epoch(train) [6][1300/9365] lr: 3.5643e-01 eta: 1 day, 11:26:08 time: 0.6001 data_time: 0.0886 memory: 16132 grad_norm: 0.9262 loss: 3.2627 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.2627 2023/07/20 07:39:19 - mmengine - INFO - Epoch(train) [6][1320/9365] lr: 3.5640e-01 eta: 1 day, 11:25:44 time: 0.5834 data_time: 0.0858 memory: 16132 grad_norm: 0.9801 loss: 3.1915 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1915 2023/07/20 07:39:31 - mmengine - INFO - Epoch(train) [6][1340/9365] lr: 3.5636e-01 eta: 1 day, 11:25:22 time: 0.6270 data_time: 0.1072 memory: 16132 grad_norm: 0.9328 loss: 3.0105 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.0105 2023/07/20 07:39:43 - mmengine - INFO - Epoch(train) [6][1360/9365] lr: 3.5633e-01 eta: 1 day, 11:24:57 time: 0.5784 data_time: 0.0904 memory: 16132 grad_norm: 0.9506 loss: 3.1817 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.1817 2023/07/20 07:39:55 - mmengine - INFO - Epoch(train) [6][1380/9365] lr: 3.5629e-01 eta: 1 day, 11:24:35 time: 0.6201 data_time: 0.0816 memory: 16132 grad_norm: 0.9115 loss: 3.2377 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2377 2023/07/20 07:40:07 - mmengine - INFO - Epoch(train) [6][1400/9365] lr: 3.5626e-01 eta: 1 day, 11:24:12 time: 0.6022 data_time: 0.0823 memory: 16132 grad_norm: 0.9149 loss: 3.1610 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1610 2023/07/20 07:40:20 - mmengine - INFO - Epoch(train) [6][1420/9365] lr: 3.5622e-01 eta: 1 day, 11:23:51 time: 0.6301 data_time: 0.0872 memory: 16132 grad_norm: 0.9329 loss: 3.2009 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.2009 2023/07/20 07:40:33 - mmengine - INFO - Epoch(train) [6][1440/9365] lr: 3.5619e-01 eta: 1 day, 11:23:29 time: 0.6239 data_time: 0.0778 memory: 16132 grad_norm: 0.9179 loss: 3.0908 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0908 2023/07/20 07:40:45 - mmengine - INFO - Epoch(train) [6][1460/9365] lr: 3.5615e-01 eta: 1 day, 11:23:09 time: 0.6453 data_time: 0.1232 memory: 16132 grad_norm: 0.9498 loss: 3.1574 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1574 2023/07/20 07:40:58 - mmengine - INFO - Epoch(train) [6][1480/9365] lr: 3.5612e-01 eta: 1 day, 11:22:46 time: 0.6062 data_time: 0.0752 memory: 16132 grad_norm: 0.9275 loss: 3.2320 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.2320 2023/07/20 07:41:10 - mmengine - INFO - Epoch(train) [6][1500/9365] lr: 3.5609e-01 eta: 1 day, 11:22:24 time: 0.6156 data_time: 0.1255 memory: 16132 grad_norm: 0.9227 loss: 3.1800 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1800 2023/07/20 07:41:21 - mmengine - INFO - Epoch(train) [6][1520/9365] lr: 3.5605e-01 eta: 1 day, 11:21:59 time: 0.5735 data_time: 0.0756 memory: 16132 grad_norm: 0.9297 loss: 3.1546 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1546 2023/07/20 07:41:34 - mmengine - INFO - Epoch(train) [6][1540/9365] lr: 3.5602e-01 eta: 1 day, 11:21:38 time: 0.6370 data_time: 0.0820 memory: 16132 grad_norm: 0.9260 loss: 3.2352 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.2352 2023/07/20 07:41:47 - mmengine - INFO - Epoch(train) [6][1560/9365] lr: 3.5598e-01 eta: 1 day, 11:21:18 time: 0.6361 data_time: 0.0764 memory: 16132 grad_norm: 0.9181 loss: 3.2106 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.2106 2023/07/20 07:41:59 - mmengine - INFO - Epoch(train) [6][1580/9365] lr: 3.5595e-01 eta: 1 day, 11:20:55 time: 0.6041 data_time: 0.0861 memory: 16132 grad_norm: 0.9099 loss: 3.1295 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1295 2023/07/20 07:42:11 - mmengine - INFO - Epoch(train) [6][1600/9365] lr: 3.5591e-01 eta: 1 day, 11:20:32 time: 0.6107 data_time: 0.1059 memory: 16132 grad_norm: 0.9278 loss: 3.2156 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2156 2023/07/20 07:42:23 - mmengine - INFO - Epoch(train) [6][1620/9365] lr: 3.5588e-01 eta: 1 day, 11:20:09 time: 0.6041 data_time: 0.1073 memory: 16132 grad_norm: 0.9243 loss: 2.9901 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.9901 2023/07/20 07:42:35 - mmengine - INFO - Epoch(train) [6][1640/9365] lr: 3.5584e-01 eta: 1 day, 11:19:46 time: 0.6053 data_time: 0.0840 memory: 16132 grad_norm: 0.9307 loss: 3.0435 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.0435 2023/07/20 07:42:48 - mmengine - INFO - Epoch(train) [6][1660/9365] lr: 3.5580e-01 eta: 1 day, 11:19:24 time: 0.6175 data_time: 0.0860 memory: 16132 grad_norm: 0.9139 loss: 3.1730 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.1730 2023/07/20 07:43:00 - mmengine - INFO - Epoch(train) [6][1680/9365] lr: 3.5577e-01 eta: 1 day, 11:19:01 time: 0.5972 data_time: 0.0840 memory: 16132 grad_norm: 0.9070 loss: 3.0565 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.0565 2023/07/20 07:43:12 - mmengine - INFO - Epoch(train) [6][1700/9365] lr: 3.5573e-01 eta: 1 day, 11:18:37 time: 0.5961 data_time: 0.0992 memory: 16132 grad_norm: 0.9250 loss: 2.9818 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.9818 2023/07/20 07:43:24 - mmengine - INFO - Epoch(train) [6][1720/9365] lr: 3.5570e-01 eta: 1 day, 11:18:17 time: 0.6358 data_time: 0.0814 memory: 16132 grad_norm: 0.9342 loss: 3.1128 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1128 2023/07/20 07:43:36 - mmengine - INFO - Epoch(train) [6][1740/9365] lr: 3.5566e-01 eta: 1 day, 11:17:52 time: 0.5806 data_time: 0.0827 memory: 16132 grad_norm: 0.9156 loss: 3.0794 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.0794 2023/07/20 07:43:48 - mmengine - INFO - Epoch(train) [6][1760/9365] lr: 3.5563e-01 eta: 1 day, 11:17:29 time: 0.5963 data_time: 0.0845 memory: 16132 grad_norm: 0.9137 loss: 3.0771 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0771 2023/07/20 07:44:00 - mmengine - INFO - Epoch(train) [6][1780/9365] lr: 3.5559e-01 eta: 1 day, 11:17:06 time: 0.6126 data_time: 0.0763 memory: 16132 grad_norm: 0.9295 loss: 3.0069 top1_acc: 0.2188 top5_acc: 0.6875 loss_cls: 3.0069 2023/07/20 07:44:12 - mmengine - INFO - Epoch(train) [6][1800/9365] lr: 3.5556e-01 eta: 1 day, 11:16:42 time: 0.5873 data_time: 0.0824 memory: 16132 grad_norm: 0.9134 loss: 3.0902 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.0902 2023/07/20 07:44:24 - mmengine - INFO - Epoch(train) [6][1820/9365] lr: 3.5552e-01 eta: 1 day, 11:16:18 time: 0.5911 data_time: 0.1025 memory: 16132 grad_norm: 0.9205 loss: 3.1589 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1589 2023/07/20 07:44:35 - mmengine - INFO - Epoch(train) [6][1840/9365] lr: 3.5549e-01 eta: 1 day, 11:15:54 time: 0.5830 data_time: 0.0854 memory: 16132 grad_norm: 0.9202 loss: 3.1105 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1105 2023/07/20 07:44:47 - mmengine - INFO - Epoch(train) [6][1860/9365] lr: 3.5545e-01 eta: 1 day, 11:15:30 time: 0.5951 data_time: 0.1007 memory: 16132 grad_norm: 0.9620 loss: 3.2399 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.2399 2023/07/20 07:44:59 - mmengine - INFO - Epoch(train) [6][1880/9365] lr: 3.5542e-01 eta: 1 day, 11:15:08 time: 0.6066 data_time: 0.1234 memory: 16132 grad_norm: 0.9079 loss: 3.1803 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.1803 2023/07/20 07:45:12 - mmengine - INFO - Epoch(train) [6][1900/9365] lr: 3.5538e-01 eta: 1 day, 11:14:48 time: 0.6404 data_time: 0.0805 memory: 16132 grad_norm: 0.9073 loss: 3.1873 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.1873 2023/07/20 07:45:25 - mmengine - INFO - Epoch(train) [6][1920/9365] lr: 3.5535e-01 eta: 1 day, 11:14:27 time: 0.6416 data_time: 0.0763 memory: 16132 grad_norm: 0.9093 loss: 3.1540 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 3.1540 2023/07/20 07:45:37 - mmengine - INFO - Epoch(train) [6][1940/9365] lr: 3.5531e-01 eta: 1 day, 11:14:04 time: 0.6026 data_time: 0.0817 memory: 16132 grad_norm: 0.9143 loss: 3.0677 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 3.0677 2023/07/20 07:45:49 - mmengine - INFO - Epoch(train) [6][1960/9365] lr: 3.5528e-01 eta: 1 day, 11:13:40 time: 0.5817 data_time: 0.0836 memory: 16132 grad_norm: 0.9427 loss: 3.0012 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.0012 2023/07/20 07:46:01 - mmengine - INFO - Epoch(train) [6][1980/9365] lr: 3.5524e-01 eta: 1 day, 11:13:17 time: 0.6051 data_time: 0.0970 memory: 16132 grad_norm: 0.9170 loss: 2.9845 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9845 2023/07/20 07:46:13 - mmengine - INFO - Epoch(train) [6][2000/9365] lr: 3.5521e-01 eta: 1 day, 11:12:55 time: 0.6145 data_time: 0.1125 memory: 16132 grad_norm: 0.9419 loss: 3.2337 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2337 2023/07/20 07:46:25 - mmengine - INFO - Epoch(train) [6][2020/9365] lr: 3.5517e-01 eta: 1 day, 11:12:32 time: 0.5995 data_time: 0.0928 memory: 16132 grad_norm: 0.9512 loss: 3.1497 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1497 2023/07/20 07:46:37 - mmengine - INFO - Epoch(train) [6][2040/9365] lr: 3.5514e-01 eta: 1 day, 11:12:09 time: 0.5948 data_time: 0.0853 memory: 16132 grad_norm: 0.9329 loss: 3.1408 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.1408 2023/07/20 07:46:49 - mmengine - INFO - Epoch(train) [6][2060/9365] lr: 3.5510e-01 eta: 1 day, 11:11:44 time: 0.5771 data_time: 0.0875 memory: 16132 grad_norm: 0.9133 loss: 3.0557 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0557 2023/07/20 07:47:01 - mmengine - INFO - Epoch(train) [6][2080/9365] lr: 3.5507e-01 eta: 1 day, 11:11:23 time: 0.6300 data_time: 0.0870 memory: 16132 grad_norm: 0.9272 loss: 3.0553 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0553 2023/07/20 07:47:14 - mmengine - INFO - Epoch(train) [6][2100/9365] lr: 3.5503e-01 eta: 1 day, 11:11:02 time: 0.6296 data_time: 0.1339 memory: 16132 grad_norm: 0.9385 loss: 3.3946 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3946 2023/07/20 07:47:26 - mmengine - INFO - Epoch(train) [6][2120/9365] lr: 3.5500e-01 eta: 1 day, 11:10:38 time: 0.5908 data_time: 0.0761 memory: 16132 grad_norm: 0.9191 loss: 3.1540 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.1540 2023/07/20 07:47:38 - mmengine - INFO - Epoch(train) [6][2140/9365] lr: 3.5496e-01 eta: 1 day, 11:10:18 time: 0.6337 data_time: 0.0843 memory: 16132 grad_norm: 0.9401 loss: 3.0670 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0670 2023/07/20 07:47:50 - mmengine - INFO - Epoch(train) [6][2160/9365] lr: 3.5492e-01 eta: 1 day, 11:09:54 time: 0.5883 data_time: 0.0790 memory: 16132 grad_norm: 0.9375 loss: 3.0985 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.0985 2023/07/20 07:47:59 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 07:48:03 - mmengine - INFO - Epoch(train) [6][2180/9365] lr: 3.5489e-01 eta: 1 day, 11:09:33 time: 0.6273 data_time: 0.0870 memory: 16132 grad_norm: 0.9130 loss: 3.2898 top1_acc: 0.1250 top5_acc: 0.5312 loss_cls: 3.2898 2023/07/20 07:48:14 - mmengine - INFO - Epoch(train) [6][2200/9365] lr: 3.5485e-01 eta: 1 day, 11:09:09 time: 0.5900 data_time: 0.0842 memory: 16132 grad_norm: 0.9324 loss: 2.9980 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9980 2023/07/20 07:48:26 - mmengine - INFO - Epoch(train) [6][2220/9365] lr: 3.5482e-01 eta: 1 day, 11:08:44 time: 0.5776 data_time: 0.0849 memory: 16132 grad_norm: 0.9139 loss: 3.1203 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1203 2023/07/20 07:48:38 - mmengine - INFO - Epoch(train) [6][2240/9365] lr: 3.5478e-01 eta: 1 day, 11:08:22 time: 0.6061 data_time: 0.0854 memory: 16132 grad_norm: 0.9305 loss: 3.1608 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1608 2023/07/20 07:48:50 - mmengine - INFO - Epoch(train) [6][2260/9365] lr: 3.5475e-01 eta: 1 day, 11:07:58 time: 0.5833 data_time: 0.0859 memory: 16132 grad_norm: 0.9568 loss: 3.1937 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.1937 2023/07/20 07:49:02 - mmengine - INFO - Epoch(train) [6][2280/9365] lr: 3.5471e-01 eta: 1 day, 11:07:35 time: 0.6068 data_time: 0.0865 memory: 16132 grad_norm: 0.9211 loss: 3.1586 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1586 2023/07/20 07:49:15 - mmengine - INFO - Epoch(train) [6][2300/9365] lr: 3.5468e-01 eta: 1 day, 11:07:14 time: 0.6306 data_time: 0.0736 memory: 16132 grad_norm: 0.9099 loss: 2.9903 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.9903 2023/07/20 07:49:27 - mmengine - INFO - Epoch(train) [6][2320/9365] lr: 3.5464e-01 eta: 1 day, 11:06:53 time: 0.6164 data_time: 0.1146 memory: 16132 grad_norm: 0.9141 loss: 3.1106 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.1106 2023/07/20 07:49:39 - mmengine - INFO - Epoch(train) [6][2340/9365] lr: 3.5461e-01 eta: 1 day, 11:06:32 time: 0.6272 data_time: 0.0882 memory: 16132 grad_norm: 0.9221 loss: 3.0362 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 3.0362 2023/07/20 07:49:51 - mmengine - INFO - Epoch(train) [6][2360/9365] lr: 3.5457e-01 eta: 1 day, 11:06:08 time: 0.5874 data_time: 0.0864 memory: 16132 grad_norm: 0.9127 loss: 3.0855 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0855 2023/07/20 07:50:03 - mmengine - INFO - Epoch(train) [6][2380/9365] lr: 3.5454e-01 eta: 1 day, 11:05:45 time: 0.6069 data_time: 0.0770 memory: 16132 grad_norm: 0.9359 loss: 3.1201 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1201 2023/07/20 07:50:15 - mmengine - INFO - Epoch(train) [6][2400/9365] lr: 3.5450e-01 eta: 1 day, 11:05:23 time: 0.6075 data_time: 0.0864 memory: 16132 grad_norm: 0.9036 loss: 3.2304 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.2304 2023/07/20 07:50:28 - mmengine - INFO - Epoch(train) [6][2420/9365] lr: 3.5446e-01 eta: 1 day, 11:05:00 time: 0.6053 data_time: 0.0858 memory: 16132 grad_norm: 0.9223 loss: 2.9585 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.9585 2023/07/20 07:50:40 - mmengine - INFO - Epoch(train) [6][2440/9365] lr: 3.5443e-01 eta: 1 day, 11:04:39 time: 0.6289 data_time: 0.0897 memory: 16132 grad_norm: 0.9240 loss: 3.1504 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1504 2023/07/20 07:50:52 - mmengine - INFO - Epoch(train) [6][2460/9365] lr: 3.5439e-01 eta: 1 day, 11:04:17 time: 0.6089 data_time: 0.0802 memory: 16132 grad_norm: 0.9386 loss: 3.1363 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.1363 2023/07/20 07:51:05 - mmengine - INFO - Epoch(train) [6][2480/9365] lr: 3.5436e-01 eta: 1 day, 11:03:55 time: 0.6159 data_time: 0.0878 memory: 16132 grad_norm: 0.9496 loss: 3.0595 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.0595 2023/07/20 07:51:16 - mmengine - INFO - Epoch(train) [6][2500/9365] lr: 3.5432e-01 eta: 1 day, 11:03:31 time: 0.5844 data_time: 0.0801 memory: 16132 grad_norm: 0.9249 loss: 3.2550 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2550 2023/07/20 07:51:28 - mmengine - INFO - Epoch(train) [6][2520/9365] lr: 3.5429e-01 eta: 1 day, 11:03:09 time: 0.6048 data_time: 0.1055 memory: 16132 grad_norm: 0.9162 loss: 3.1441 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1441 2023/07/20 07:51:40 - mmengine - INFO - Epoch(train) [6][2540/9365] lr: 3.5425e-01 eta: 1 day, 11:02:45 time: 0.5831 data_time: 0.0833 memory: 16132 grad_norm: 0.9058 loss: 3.1374 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1374 2023/07/20 07:51:52 - mmengine - INFO - Epoch(train) [6][2560/9365] lr: 3.5422e-01 eta: 1 day, 11:02:23 time: 0.6096 data_time: 0.0950 memory: 16132 grad_norm: 0.9216 loss: 3.1818 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1818 2023/07/20 07:52:05 - mmengine - INFO - Epoch(train) [6][2580/9365] lr: 3.5418e-01 eta: 1 day, 11:02:02 time: 0.6363 data_time: 0.0876 memory: 16132 grad_norm: 0.9079 loss: 3.1494 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1494 2023/07/20 07:52:17 - mmengine - INFO - Epoch(train) [6][2600/9365] lr: 3.5414e-01 eta: 1 day, 11:01:39 time: 0.5871 data_time: 0.0783 memory: 16132 grad_norm: 0.9512 loss: 3.1476 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.1476 2023/07/20 07:52:29 - mmengine - INFO - Epoch(train) [6][2620/9365] lr: 3.5411e-01 eta: 1 day, 11:01:17 time: 0.6134 data_time: 0.0891 memory: 16132 grad_norm: 0.9162 loss: 3.1096 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1096 2023/07/20 07:52:41 - mmengine - INFO - Epoch(train) [6][2640/9365] lr: 3.5407e-01 eta: 1 day, 11:00:55 time: 0.6172 data_time: 0.1089 memory: 16132 grad_norm: 0.9208 loss: 3.0815 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0815 2023/07/20 07:52:54 - mmengine - INFO - Epoch(train) [6][2660/9365] lr: 3.5404e-01 eta: 1 day, 11:00:33 time: 0.6098 data_time: 0.0931 memory: 16132 grad_norm: 0.9153 loss: 3.1601 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.1601 2023/07/20 07:53:05 - mmengine - INFO - Epoch(train) [6][2680/9365] lr: 3.5400e-01 eta: 1 day, 11:00:10 time: 0.5917 data_time: 0.0991 memory: 16132 grad_norm: 0.9105 loss: 2.9194 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.9194 2023/07/20 07:53:18 - mmengine - INFO - Epoch(train) [6][2700/9365] lr: 3.5397e-01 eta: 1 day, 10:59:49 time: 0.6278 data_time: 0.0834 memory: 16132 grad_norm: 0.9338 loss: 3.1107 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1107 2023/07/20 07:53:30 - mmengine - INFO - Epoch(train) [6][2720/9365] lr: 3.5393e-01 eta: 1 day, 10:59:26 time: 0.5990 data_time: 0.0812 memory: 16132 grad_norm: 0.9239 loss: 3.2692 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2692 2023/07/20 07:53:43 - mmengine - INFO - Epoch(train) [6][2740/9365] lr: 3.5389e-01 eta: 1 day, 10:59:05 time: 0.6258 data_time: 0.0862 memory: 16132 grad_norm: 0.9206 loss: 3.0108 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0108 2023/07/20 07:53:54 - mmengine - INFO - Epoch(train) [6][2760/9365] lr: 3.5386e-01 eta: 1 day, 10:58:42 time: 0.5922 data_time: 0.0782 memory: 16132 grad_norm: 0.9209 loss: 3.0145 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0145 2023/07/20 07:54:07 - mmengine - INFO - Epoch(train) [6][2780/9365] lr: 3.5382e-01 eta: 1 day, 10:58:20 time: 0.6181 data_time: 0.0902 memory: 16132 grad_norm: 0.9411 loss: 3.0448 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.0448 2023/07/20 07:54:19 - mmengine - INFO - Epoch(train) [6][2800/9365] lr: 3.5379e-01 eta: 1 day, 10:57:58 time: 0.6150 data_time: 0.0934 memory: 16132 grad_norm: 0.9181 loss: 3.1718 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 3.1718 2023/07/20 07:54:31 - mmengine - INFO - Epoch(train) [6][2820/9365] lr: 3.5375e-01 eta: 1 day, 10:57:35 time: 0.5913 data_time: 0.0807 memory: 16132 grad_norm: 0.9219 loss: 3.1239 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1239 2023/07/20 07:54:43 - mmengine - INFO - Epoch(train) [6][2840/9365] lr: 3.5372e-01 eta: 1 day, 10:57:13 time: 0.6028 data_time: 0.0777 memory: 16132 grad_norm: 0.9522 loss: 3.1129 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1129 2023/07/20 07:54:55 - mmengine - INFO - Epoch(train) [6][2860/9365] lr: 3.5368e-01 eta: 1 day, 10:56:50 time: 0.6001 data_time: 0.0814 memory: 16132 grad_norm: 0.9437 loss: 3.0056 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0056 2023/07/20 07:55:07 - mmengine - INFO - Epoch(train) [6][2880/9365] lr: 3.5364e-01 eta: 1 day, 10:56:28 time: 0.6100 data_time: 0.0798 memory: 16132 grad_norm: 0.9350 loss: 3.0144 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0144 2023/07/20 07:55:19 - mmengine - INFO - Epoch(train) [6][2900/9365] lr: 3.5361e-01 eta: 1 day, 10:56:05 time: 0.6014 data_time: 0.0837 memory: 16132 grad_norm: 0.9192 loss: 3.0017 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0017 2023/07/20 07:55:31 - mmengine - INFO - Epoch(train) [6][2920/9365] lr: 3.5357e-01 eta: 1 day, 10:55:43 time: 0.6121 data_time: 0.0821 memory: 16132 grad_norm: 0.9313 loss: 3.0530 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.0530 2023/07/20 07:55:43 - mmengine - INFO - Epoch(train) [6][2940/9365] lr: 3.5354e-01 eta: 1 day, 10:55:20 time: 0.5915 data_time: 0.0843 memory: 16132 grad_norm: 0.9319 loss: 3.1742 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1742 2023/07/20 07:55:55 - mmengine - INFO - Epoch(train) [6][2960/9365] lr: 3.5350e-01 eta: 1 day, 10:54:56 time: 0.5819 data_time: 0.0911 memory: 16132 grad_norm: 0.9278 loss: 3.1386 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1386 2023/07/20 07:56:07 - mmengine - INFO - Epoch(train) [6][2980/9365] lr: 3.5346e-01 eta: 1 day, 10:54:34 time: 0.6032 data_time: 0.0850 memory: 16132 grad_norm: 0.9355 loss: 3.1497 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.1497 2023/07/20 07:56:19 - mmengine - INFO - Epoch(train) [6][3000/9365] lr: 3.5343e-01 eta: 1 day, 10:54:11 time: 0.5977 data_time: 0.0863 memory: 16132 grad_norm: 0.9116 loss: 3.1032 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1032 2023/07/20 07:56:31 - mmengine - INFO - Epoch(train) [6][3020/9365] lr: 3.5339e-01 eta: 1 day, 10:53:47 time: 0.5846 data_time: 0.0922 memory: 16132 grad_norm: 0.9156 loss: 3.1939 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1939 2023/07/20 07:56:42 - mmengine - INFO - Epoch(train) [6][3040/9365] lr: 3.5336e-01 eta: 1 day, 10:53:24 time: 0.5916 data_time: 0.0874 memory: 16132 grad_norm: 0.9373 loss: 3.1409 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.1409 2023/07/20 07:56:54 - mmengine - INFO - Epoch(train) [6][3060/9365] lr: 3.5332e-01 eta: 1 day, 10:53:01 time: 0.5987 data_time: 0.0769 memory: 16132 grad_norm: 0.9371 loss: 3.2860 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 3.2860 2023/07/20 07:57:06 - mmengine - INFO - Epoch(train) [6][3080/9365] lr: 3.5329e-01 eta: 1 day, 10:52:38 time: 0.5950 data_time: 0.1183 memory: 16132 grad_norm: 0.9302 loss: 3.1806 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1806 2023/07/20 07:57:19 - mmengine - INFO - Epoch(train) [6][3100/9365] lr: 3.5325e-01 eta: 1 day, 10:52:16 time: 0.6125 data_time: 0.0827 memory: 16132 grad_norm: 0.9211 loss: 3.1727 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 3.1727 2023/07/20 07:57:30 - mmengine - INFO - Epoch(train) [6][3120/9365] lr: 3.5321e-01 eta: 1 day, 10:51:53 time: 0.5899 data_time: 0.0849 memory: 16132 grad_norm: 0.9293 loss: 3.0951 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0951 2023/07/20 07:57:43 - mmengine - INFO - Epoch(train) [6][3140/9365] lr: 3.5318e-01 eta: 1 day, 10:51:33 time: 0.6329 data_time: 0.0923 memory: 16132 grad_norm: 0.9171 loss: 3.1233 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 3.1233 2023/07/20 07:57:55 - mmengine - INFO - Epoch(train) [6][3160/9365] lr: 3.5314e-01 eta: 1 day, 10:51:09 time: 0.5883 data_time: 0.0795 memory: 16132 grad_norm: 0.9396 loss: 3.1635 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 3.1635 2023/07/20 07:58:04 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 07:58:07 - mmengine - INFO - Epoch(train) [6][3180/9365] lr: 3.5311e-01 eta: 1 day, 10:50:47 time: 0.6126 data_time: 0.1126 memory: 16132 grad_norm: 0.9617 loss: 3.0829 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.0829 2023/07/20 07:58:19 - mmengine - INFO - Epoch(train) [6][3200/9365] lr: 3.5307e-01 eta: 1 day, 10:50:24 time: 0.5821 data_time: 0.1071 memory: 16132 grad_norm: 0.9186 loss: 3.1924 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.1924 2023/07/20 07:58:31 - mmengine - INFO - Epoch(train) [6][3220/9365] lr: 3.5303e-01 eta: 1 day, 10:50:02 time: 0.6095 data_time: 0.0927 memory: 16132 grad_norm: 0.9252 loss: 3.1342 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.1342 2023/07/20 07:58:43 - mmengine - INFO - Epoch(train) [6][3240/9365] lr: 3.5300e-01 eta: 1 day, 10:49:39 time: 0.6031 data_time: 0.1338 memory: 16132 grad_norm: 0.9472 loss: 3.2628 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.2628 2023/07/20 07:58:55 - mmengine - INFO - Epoch(train) [6][3260/9365] lr: 3.5296e-01 eta: 1 day, 10:49:15 time: 0.5817 data_time: 0.0980 memory: 16132 grad_norm: 0.9109 loss: 3.0275 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0275 2023/07/20 07:59:07 - mmengine - INFO - Epoch(train) [6][3280/9365] lr: 3.5293e-01 eta: 1 day, 10:48:53 time: 0.6048 data_time: 0.0883 memory: 16132 grad_norm: 0.9425 loss: 3.0462 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0462 2023/07/20 07:59:19 - mmengine - INFO - Epoch(train) [6][3300/9365] lr: 3.5289e-01 eta: 1 day, 10:48:33 time: 0.6289 data_time: 0.1152 memory: 16132 grad_norm: 0.9522 loss: 3.1049 top1_acc: 0.3438 top5_acc: 0.4375 loss_cls: 3.1049 2023/07/20 07:59:31 - mmengine - INFO - Epoch(train) [6][3320/9365] lr: 3.5285e-01 eta: 1 day, 10:48:09 time: 0.5826 data_time: 0.0849 memory: 16132 grad_norm: 0.9097 loss: 3.1416 top1_acc: 0.1250 top5_acc: 0.5312 loss_cls: 3.1416 2023/07/20 07:59:43 - mmengine - INFO - Epoch(train) [6][3340/9365] lr: 3.5282e-01 eta: 1 day, 10:47:47 time: 0.6023 data_time: 0.0843 memory: 16132 grad_norm: 0.9337 loss: 3.1235 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.1235 2023/07/20 07:59:56 - mmengine - INFO - Epoch(train) [6][3360/9365] lr: 3.5278e-01 eta: 1 day, 10:47:26 time: 0.6291 data_time: 0.1065 memory: 16132 grad_norm: 0.9462 loss: 3.1575 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1575 2023/07/20 08:00:07 - mmengine - INFO - Epoch(train) [6][3380/9365] lr: 3.5275e-01 eta: 1 day, 10:47:03 time: 0.5864 data_time: 0.0780 memory: 16132 grad_norm: 0.9142 loss: 3.2902 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.2902 2023/07/20 08:00:19 - mmengine - INFO - Epoch(train) [6][3400/9365] lr: 3.5271e-01 eta: 1 day, 10:46:40 time: 0.5954 data_time: 0.0887 memory: 16132 grad_norm: 0.9104 loss: 3.1950 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1950 2023/07/20 08:00:31 - mmengine - INFO - Epoch(train) [6][3420/9365] lr: 3.5267e-01 eta: 1 day, 10:46:18 time: 0.6081 data_time: 0.0828 memory: 16132 grad_norm: 0.9260 loss: 3.1353 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.1353 2023/07/20 08:00:44 - mmengine - INFO - Epoch(train) [6][3440/9365] lr: 3.5264e-01 eta: 1 day, 10:45:56 time: 0.6022 data_time: 0.0766 memory: 16132 grad_norm: 0.9312 loss: 3.1048 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 3.1048 2023/07/20 08:00:56 - mmengine - INFO - Epoch(train) [6][3460/9365] lr: 3.5260e-01 eta: 1 day, 10:45:36 time: 0.6395 data_time: 0.0857 memory: 16132 grad_norm: 0.9248 loss: 3.1968 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.1968 2023/07/20 08:01:08 - mmengine - INFO - Epoch(train) [6][3480/9365] lr: 3.5256e-01 eta: 1 day, 10:45:13 time: 0.6009 data_time: 0.0893 memory: 16132 grad_norm: 0.9397 loss: 3.1859 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1859 2023/07/20 08:01:20 - mmengine - INFO - Epoch(train) [6][3500/9365] lr: 3.5253e-01 eta: 1 day, 10:44:51 time: 0.6024 data_time: 0.1211 memory: 16132 grad_norm: 0.9393 loss: 3.1326 top1_acc: 0.0312 top5_acc: 0.4062 loss_cls: 3.1326 2023/07/20 08:01:32 - mmengine - INFO - Epoch(train) [6][3520/9365] lr: 3.5249e-01 eta: 1 day, 10:44:29 time: 0.6042 data_time: 0.0855 memory: 16132 grad_norm: 0.9239 loss: 3.1541 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1541 2023/07/20 08:01:45 - mmengine - INFO - Epoch(train) [6][3540/9365] lr: 3.5246e-01 eta: 1 day, 10:44:07 time: 0.6134 data_time: 0.1047 memory: 16132 grad_norm: 0.9350 loss: 3.1309 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.1309 2023/07/20 08:01:57 - mmengine - INFO - Epoch(train) [6][3560/9365] lr: 3.5242e-01 eta: 1 day, 10:43:45 time: 0.6060 data_time: 0.0933 memory: 16132 grad_norm: 0.9223 loss: 2.9773 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.9773 2023/07/20 08:02:09 - mmengine - INFO - Epoch(train) [6][3580/9365] lr: 3.5238e-01 eta: 1 day, 10:43:23 time: 0.5974 data_time: 0.0847 memory: 16132 grad_norm: 0.9332 loss: 2.8894 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.8894 2023/07/20 08:02:20 - mmengine - INFO - Epoch(train) [6][3600/9365] lr: 3.5235e-01 eta: 1 day, 10:42:59 time: 0.5795 data_time: 0.0947 memory: 16132 grad_norm: 0.9248 loss: 3.0655 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0655 2023/07/20 08:02:33 - mmengine - INFO - Epoch(train) [6][3620/9365] lr: 3.5231e-01 eta: 1 day, 10:42:37 time: 0.6067 data_time: 0.0810 memory: 16132 grad_norm: 0.9066 loss: 2.9945 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9945 2023/07/20 08:02:45 - mmengine - INFO - Epoch(train) [6][3640/9365] lr: 3.5228e-01 eta: 1 day, 10:42:16 time: 0.6214 data_time: 0.0843 memory: 16132 grad_norm: 0.9237 loss: 3.2052 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.2052 2023/07/20 08:02:57 - mmengine - INFO - Epoch(train) [6][3660/9365] lr: 3.5224e-01 eta: 1 day, 10:41:55 time: 0.6222 data_time: 0.0969 memory: 16132 grad_norm: 0.9344 loss: 3.0029 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0029 2023/07/20 08:03:09 - mmengine - INFO - Epoch(train) [6][3680/9365] lr: 3.5220e-01 eta: 1 day, 10:41:32 time: 0.5933 data_time: 0.1018 memory: 16132 grad_norm: 0.9236 loss: 3.1270 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1270 2023/07/20 08:03:21 - mmengine - INFO - Epoch(train) [6][3700/9365] lr: 3.5217e-01 eta: 1 day, 10:41:09 time: 0.5853 data_time: 0.0825 memory: 16132 grad_norm: 0.9245 loss: 3.0476 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0476 2023/07/20 08:03:33 - mmengine - INFO - Epoch(train) [6][3720/9365] lr: 3.5213e-01 eta: 1 day, 10:40:48 time: 0.6215 data_time: 0.0830 memory: 16132 grad_norm: 0.9289 loss: 3.0021 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0021 2023/07/20 08:03:46 - mmengine - INFO - Epoch(train) [6][3740/9365] lr: 3.5209e-01 eta: 1 day, 10:40:28 time: 0.6279 data_time: 0.0774 memory: 16132 grad_norm: 0.9460 loss: 3.1564 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1564 2023/07/20 08:03:59 - mmengine - INFO - Epoch(train) [6][3760/9365] lr: 3.5206e-01 eta: 1 day, 10:40:07 time: 0.6287 data_time: 0.0810 memory: 16132 grad_norm: 0.9360 loss: 3.1580 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.1580 2023/07/20 08:04:11 - mmengine - INFO - Epoch(train) [6][3780/9365] lr: 3.5202e-01 eta: 1 day, 10:39:47 time: 0.6362 data_time: 0.0983 memory: 16132 grad_norm: 0.9303 loss: 3.0759 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0759 2023/07/20 08:04:23 - mmengine - INFO - Epoch(train) [6][3800/9365] lr: 3.5198e-01 eta: 1 day, 10:39:25 time: 0.6060 data_time: 0.0759 memory: 16132 grad_norm: 0.9107 loss: 3.0829 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 3.0829 2023/07/20 08:04:35 - mmengine - INFO - Epoch(train) [6][3820/9365] lr: 3.5195e-01 eta: 1 day, 10:39:03 time: 0.5943 data_time: 0.0989 memory: 16132 grad_norm: 0.9272 loss: 3.1367 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1367 2023/07/20 08:04:48 - mmengine - INFO - Epoch(train) [6][3840/9365] lr: 3.5191e-01 eta: 1 day, 10:38:41 time: 0.6118 data_time: 0.0883 memory: 16132 grad_norm: 0.9311 loss: 2.9452 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.9452 2023/07/20 08:05:00 - mmengine - INFO - Epoch(train) [6][3860/9365] lr: 3.5188e-01 eta: 1 day, 10:38:20 time: 0.6125 data_time: 0.0904 memory: 16132 grad_norm: 0.9483 loss: 3.2499 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.2499 2023/07/20 08:05:12 - mmengine - INFO - Epoch(train) [6][3880/9365] lr: 3.5184e-01 eta: 1 day, 10:37:59 time: 0.6178 data_time: 0.0906 memory: 16132 grad_norm: 0.9045 loss: 3.0807 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0807 2023/07/20 08:05:24 - mmengine - INFO - Epoch(train) [6][3900/9365] lr: 3.5180e-01 eta: 1 day, 10:37:34 time: 0.5710 data_time: 0.0786 memory: 16132 grad_norm: 0.9256 loss: 3.1975 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 3.1975 2023/07/20 08:05:36 - mmengine - INFO - Epoch(train) [6][3920/9365] lr: 3.5177e-01 eta: 1 day, 10:37:12 time: 0.5978 data_time: 0.1057 memory: 16132 grad_norm: 0.9221 loss: 3.0947 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0947 2023/07/20 08:05:48 - mmengine - INFO - Epoch(train) [6][3940/9365] lr: 3.5173e-01 eta: 1 day, 10:36:50 time: 0.6132 data_time: 0.0968 memory: 16132 grad_norm: 0.9409 loss: 3.0658 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.0658 2023/07/20 08:06:00 - mmengine - INFO - Epoch(train) [6][3960/9365] lr: 3.5169e-01 eta: 1 day, 10:36:28 time: 0.5944 data_time: 0.0853 memory: 16132 grad_norm: 0.9427 loss: 3.1964 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1964 2023/07/20 08:06:12 - mmengine - INFO - Epoch(train) [6][3980/9365] lr: 3.5166e-01 eta: 1 day, 10:36:07 time: 0.6151 data_time: 0.1403 memory: 16132 grad_norm: 0.9316 loss: 3.0384 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0384 2023/07/20 08:06:24 - mmengine - INFO - Epoch(train) [6][4000/9365] lr: 3.5162e-01 eta: 1 day, 10:35:44 time: 0.6025 data_time: 0.0764 memory: 16132 grad_norm: 0.9321 loss: 3.1138 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1138 2023/07/20 08:06:37 - mmengine - INFO - Epoch(train) [6][4020/9365] lr: 3.5158e-01 eta: 1 day, 10:35:24 time: 0.6239 data_time: 0.1017 memory: 16132 grad_norm: 0.9129 loss: 3.0509 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.0509 2023/07/20 08:06:49 - mmengine - INFO - Epoch(train) [6][4040/9365] lr: 3.5155e-01 eta: 1 day, 10:35:01 time: 0.5972 data_time: 0.0792 memory: 16132 grad_norm: 0.9293 loss: 3.0024 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0024 2023/07/20 08:07:01 - mmengine - INFO - Epoch(train) [6][4060/9365] lr: 3.5151e-01 eta: 1 day, 10:34:42 time: 0.6380 data_time: 0.0868 memory: 16132 grad_norm: 0.9077 loss: 3.2367 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.2367 2023/07/20 08:07:14 - mmengine - INFO - Epoch(train) [6][4080/9365] lr: 3.5147e-01 eta: 1 day, 10:34:21 time: 0.6239 data_time: 0.1087 memory: 16132 grad_norm: 0.9193 loss: 3.2460 top1_acc: 0.3125 top5_acc: 0.4062 loss_cls: 3.2460 2023/07/20 08:07:26 - mmengine - INFO - Epoch(train) [6][4100/9365] lr: 3.5144e-01 eta: 1 day, 10:34:00 time: 0.6101 data_time: 0.0789 memory: 16132 grad_norm: 0.9243 loss: 3.1871 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 3.1871 2023/07/20 08:07:39 - mmengine - INFO - Epoch(train) [6][4120/9365] lr: 3.5140e-01 eta: 1 day, 10:33:39 time: 0.6286 data_time: 0.0763 memory: 16132 grad_norm: 0.9150 loss: 3.1663 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.1663 2023/07/20 08:07:51 - mmengine - INFO - Epoch(train) [6][4140/9365] lr: 3.5137e-01 eta: 1 day, 10:33:18 time: 0.6196 data_time: 0.0819 memory: 16132 grad_norm: 0.9223 loss: 2.9785 top1_acc: 0.1875 top5_acc: 0.6562 loss_cls: 2.9785 2023/07/20 08:08:03 - mmengine - INFO - Epoch(train) [6][4160/9365] lr: 3.5133e-01 eta: 1 day, 10:32:55 time: 0.5862 data_time: 0.0842 memory: 16132 grad_norm: 0.9504 loss: 3.0284 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0284 2023/07/20 08:08:12 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 08:08:14 - mmengine - INFO - Epoch(train) [6][4180/9365] lr: 3.5129e-01 eta: 1 day, 10:32:32 time: 0.5844 data_time: 0.0826 memory: 16132 grad_norm: 0.9407 loss: 3.2255 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2255 2023/07/20 08:08:28 - mmengine - INFO - Epoch(train) [6][4200/9365] lr: 3.5126e-01 eta: 1 day, 10:32:14 time: 0.6584 data_time: 0.1370 memory: 16132 grad_norm: 0.9291 loss: 3.1843 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1843 2023/07/20 08:08:40 - mmengine - INFO - Epoch(train) [6][4220/9365] lr: 3.5122e-01 eta: 1 day, 10:31:52 time: 0.6064 data_time: 0.0918 memory: 16132 grad_norm: 0.9400 loss: 2.9271 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9271 2023/07/20 08:08:52 - mmengine - INFO - Epoch(train) [6][4240/9365] lr: 3.5118e-01 eta: 1 day, 10:31:31 time: 0.6106 data_time: 0.0818 memory: 16132 grad_norm: 0.9371 loss: 3.0796 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.0796 2023/07/20 08:09:04 - mmengine - INFO - Epoch(train) [6][4260/9365] lr: 3.5115e-01 eta: 1 day, 10:31:07 time: 0.5849 data_time: 0.0796 memory: 16132 grad_norm: 0.9168 loss: 3.2660 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.2660 2023/07/20 08:09:16 - mmengine - INFO - Epoch(train) [6][4280/9365] lr: 3.5111e-01 eta: 1 day, 10:30:47 time: 0.6292 data_time: 0.1224 memory: 16132 grad_norm: 0.9378 loss: 3.0568 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0568 2023/07/20 08:09:28 - mmengine - INFO - Epoch(train) [6][4300/9365] lr: 3.5107e-01 eta: 1 day, 10:30:26 time: 0.6096 data_time: 0.0786 memory: 16132 grad_norm: 0.8997 loss: 3.1969 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1969 2023/07/20 08:09:41 - mmengine - INFO - Epoch(train) [6][4320/9365] lr: 3.5104e-01 eta: 1 day, 10:30:05 time: 0.6183 data_time: 0.0858 memory: 16132 grad_norm: 0.9236 loss: 3.1471 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1471 2023/07/20 08:09:53 - mmengine - INFO - Epoch(train) [6][4340/9365] lr: 3.5100e-01 eta: 1 day, 10:29:43 time: 0.6005 data_time: 0.1000 memory: 16132 grad_norm: 0.9552 loss: 3.2558 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2558 2023/07/20 08:10:05 - mmengine - INFO - Epoch(train) [6][4360/9365] lr: 3.5096e-01 eta: 1 day, 10:29:21 time: 0.6105 data_time: 0.0817 memory: 16132 grad_norm: 0.9175 loss: 3.2045 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2045 2023/07/20 08:10:18 - mmengine - INFO - Epoch(train) [6][4380/9365] lr: 3.5093e-01 eta: 1 day, 10:29:01 time: 0.6251 data_time: 0.0823 memory: 16132 grad_norm: 0.9171 loss: 3.1605 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1605 2023/07/20 08:10:29 - mmengine - INFO - Epoch(train) [6][4400/9365] lr: 3.5089e-01 eta: 1 day, 10:28:38 time: 0.5943 data_time: 0.0935 memory: 16132 grad_norm: 0.9126 loss: 3.1171 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1171 2023/07/20 08:10:42 - mmengine - INFO - Epoch(train) [6][4420/9365] lr: 3.5085e-01 eta: 1 day, 10:28:18 time: 0.6307 data_time: 0.1011 memory: 16132 grad_norm: 0.9341 loss: 3.1299 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.1299 2023/07/20 08:10:54 - mmengine - INFO - Epoch(train) [6][4440/9365] lr: 3.5082e-01 eta: 1 day, 10:27:57 time: 0.6134 data_time: 0.0869 memory: 16132 grad_norm: 0.9302 loss: 3.1104 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1104 2023/07/20 08:11:06 - mmengine - INFO - Epoch(train) [6][4460/9365] lr: 3.5078e-01 eta: 1 day, 10:27:35 time: 0.5977 data_time: 0.0861 memory: 16132 grad_norm: 0.9247 loss: 3.0689 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0689 2023/07/20 08:11:19 - mmengine - INFO - Epoch(train) [6][4480/9365] lr: 3.5074e-01 eta: 1 day, 10:27:15 time: 0.6353 data_time: 0.1166 memory: 16132 grad_norm: 0.9403 loss: 2.9460 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9460 2023/07/20 08:11:31 - mmengine - INFO - Epoch(train) [6][4500/9365] lr: 3.5071e-01 eta: 1 day, 10:26:52 time: 0.5882 data_time: 0.0828 memory: 16132 grad_norm: 0.9258 loss: 3.1662 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1662 2023/07/20 08:11:43 - mmengine - INFO - Epoch(train) [6][4520/9365] lr: 3.5067e-01 eta: 1 day, 10:26:31 time: 0.6061 data_time: 0.0947 memory: 16132 grad_norm: 0.9305 loss: 3.0586 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0586 2023/07/20 08:11:55 - mmengine - INFO - Epoch(train) [6][4540/9365] lr: 3.5063e-01 eta: 1 day, 10:26:08 time: 0.5957 data_time: 0.0842 memory: 16132 grad_norm: 0.9384 loss: 3.0939 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0939 2023/07/20 08:12:07 - mmengine - INFO - Epoch(train) [6][4560/9365] lr: 3.5060e-01 eta: 1 day, 10:25:47 time: 0.6144 data_time: 0.0945 memory: 16132 grad_norm: 0.9511 loss: 3.0042 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0042 2023/07/20 08:12:19 - mmengine - INFO - Epoch(train) [6][4580/9365] lr: 3.5056e-01 eta: 1 day, 10:25:25 time: 0.6026 data_time: 0.0792 memory: 16132 grad_norm: 0.9406 loss: 3.1657 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.1657 2023/07/20 08:12:31 - mmengine - INFO - Epoch(train) [6][4600/9365] lr: 3.5052e-01 eta: 1 day, 10:25:03 time: 0.6023 data_time: 0.1081 memory: 16132 grad_norm: 0.9163 loss: 3.1818 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1818 2023/07/20 08:12:43 - mmengine - INFO - Epoch(train) [6][4620/9365] lr: 3.5048e-01 eta: 1 day, 10:24:42 time: 0.6056 data_time: 0.0988 memory: 16132 grad_norm: 0.9430 loss: 3.1459 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1459 2023/07/20 08:12:55 - mmengine - INFO - Epoch(train) [6][4640/9365] lr: 3.5045e-01 eta: 1 day, 10:24:19 time: 0.5846 data_time: 0.0875 memory: 16132 grad_norm: 0.9141 loss: 3.1418 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.1418 2023/07/20 08:13:07 - mmengine - INFO - Epoch(train) [6][4660/9365] lr: 3.5041e-01 eta: 1 day, 10:23:58 time: 0.6203 data_time: 0.0932 memory: 16132 grad_norm: 0.9221 loss: 3.0143 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0143 2023/07/20 08:13:19 - mmengine - INFO - Epoch(train) [6][4680/9365] lr: 3.5037e-01 eta: 1 day, 10:23:35 time: 0.5846 data_time: 0.1058 memory: 16132 grad_norm: 0.9313 loss: 3.1467 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1467 2023/07/20 08:13:31 - mmengine - INFO - Epoch(train) [6][4700/9365] lr: 3.5034e-01 eta: 1 day, 10:23:13 time: 0.5987 data_time: 0.0866 memory: 16132 grad_norm: 0.9299 loss: 3.0074 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0074 2023/07/20 08:13:43 - mmengine - INFO - Epoch(train) [6][4720/9365] lr: 3.5030e-01 eta: 1 day, 10:22:52 time: 0.6175 data_time: 0.0904 memory: 16132 grad_norm: 0.9370 loss: 3.0667 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.0667 2023/07/20 08:13:55 - mmengine - INFO - Epoch(train) [6][4740/9365] lr: 3.5026e-01 eta: 1 day, 10:22:29 time: 0.5886 data_time: 0.0990 memory: 16132 grad_norm: 0.9190 loss: 2.9661 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9661 2023/07/20 08:14:07 - mmengine - INFO - Epoch(train) [6][4760/9365] lr: 3.5023e-01 eta: 1 day, 10:22:07 time: 0.5940 data_time: 0.0824 memory: 16132 grad_norm: 0.9470 loss: 3.1826 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1826 2023/07/20 08:14:20 - mmengine - INFO - Epoch(train) [6][4780/9365] lr: 3.5019e-01 eta: 1 day, 10:21:47 time: 0.6306 data_time: 0.0829 memory: 16132 grad_norm: 0.9330 loss: 3.1322 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1322 2023/07/20 08:14:32 - mmengine - INFO - Epoch(train) [6][4800/9365] lr: 3.5015e-01 eta: 1 day, 10:21:25 time: 0.6004 data_time: 0.0818 memory: 16132 grad_norm: 0.9371 loss: 3.2484 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2484 2023/07/20 08:14:44 - mmengine - INFO - Epoch(train) [6][4820/9365] lr: 3.5012e-01 eta: 1 day, 10:21:03 time: 0.6011 data_time: 0.1145 memory: 16132 grad_norm: 0.9393 loss: 3.1096 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1096 2023/07/20 08:14:56 - mmengine - INFO - Epoch(train) [6][4840/9365] lr: 3.5008e-01 eta: 1 day, 10:20:41 time: 0.6004 data_time: 0.0794 memory: 16132 grad_norm: 0.9014 loss: 3.1891 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1891 2023/07/20 08:15:09 - mmengine - INFO - Epoch(train) [6][4860/9365] lr: 3.5004e-01 eta: 1 day, 10:20:22 time: 0.6364 data_time: 0.0932 memory: 16132 grad_norm: 0.9406 loss: 3.0848 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0848 2023/07/20 08:15:20 - mmengine - INFO - Epoch(train) [6][4880/9365] lr: 3.5001e-01 eta: 1 day, 10:19:59 time: 0.5832 data_time: 0.0851 memory: 16132 grad_norm: 0.9226 loss: 3.1696 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1696 2023/07/20 08:15:33 - mmengine - INFO - Epoch(train) [6][4900/9365] lr: 3.4997e-01 eta: 1 day, 10:19:39 time: 0.6304 data_time: 0.0960 memory: 16132 grad_norm: 0.9170 loss: 3.1836 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.1836 2023/07/20 08:15:45 - mmengine - INFO - Epoch(train) [6][4920/9365] lr: 3.4993e-01 eta: 1 day, 10:19:17 time: 0.6036 data_time: 0.0961 memory: 16132 grad_norm: 0.9312 loss: 2.9767 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9767 2023/07/20 08:15:57 - mmengine - INFO - Epoch(train) [6][4940/9365] lr: 3.4989e-01 eta: 1 day, 10:18:54 time: 0.5845 data_time: 0.1167 memory: 16132 grad_norm: 0.9250 loss: 3.1252 top1_acc: 0.3438 top5_acc: 0.7812 loss_cls: 3.1252 2023/07/20 08:16:09 - mmengine - INFO - Epoch(train) [6][4960/9365] lr: 3.4986e-01 eta: 1 day, 10:18:35 time: 0.6347 data_time: 0.1262 memory: 16132 grad_norm: 0.9335 loss: 3.1994 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.1994 2023/07/20 08:16:21 - mmengine - INFO - Epoch(train) [6][4980/9365] lr: 3.4982e-01 eta: 1 day, 10:18:13 time: 0.6032 data_time: 0.0838 memory: 16132 grad_norm: 0.9078 loss: 2.9458 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.9458 2023/07/20 08:16:33 - mmengine - INFO - Epoch(train) [6][5000/9365] lr: 3.4978e-01 eta: 1 day, 10:17:52 time: 0.6058 data_time: 0.0860 memory: 16132 grad_norm: 0.9264 loss: 3.1472 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1472 2023/07/20 08:16:45 - mmengine - INFO - Epoch(train) [6][5020/9365] lr: 3.4975e-01 eta: 1 day, 10:17:29 time: 0.5940 data_time: 0.0849 memory: 16132 grad_norm: 0.9261 loss: 3.1268 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.1268 2023/07/20 08:16:57 - mmengine - INFO - Epoch(train) [6][5040/9365] lr: 3.4971e-01 eta: 1 day, 10:17:07 time: 0.5997 data_time: 0.0825 memory: 16132 grad_norm: 0.9530 loss: 3.0955 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.0955 2023/07/20 08:17:09 - mmengine - INFO - Epoch(train) [6][5060/9365] lr: 3.4967e-01 eta: 1 day, 10:16:44 time: 0.5829 data_time: 0.1060 memory: 16132 grad_norm: 0.9126 loss: 2.9975 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9975 2023/07/20 08:17:22 - mmengine - INFO - Epoch(train) [6][5080/9365] lr: 3.4963e-01 eta: 1 day, 10:16:24 time: 0.6246 data_time: 0.0850 memory: 16132 grad_norm: 0.9414 loss: 3.1180 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1180 2023/07/20 08:17:34 - mmengine - INFO - Epoch(train) [6][5100/9365] lr: 3.4960e-01 eta: 1 day, 10:16:04 time: 0.6321 data_time: 0.0826 memory: 16132 grad_norm: 0.9288 loss: 3.1654 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1654 2023/07/20 08:17:46 - mmengine - INFO - Epoch(train) [6][5120/9365] lr: 3.4956e-01 eta: 1 day, 10:15:43 time: 0.6140 data_time: 0.0962 memory: 16132 grad_norm: 0.9267 loss: 3.1541 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.1541 2023/07/20 08:17:59 - mmengine - INFO - Epoch(train) [6][5140/9365] lr: 3.4952e-01 eta: 1 day, 10:15:22 time: 0.6072 data_time: 0.0786 memory: 16132 grad_norm: 0.9129 loss: 3.0795 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.0795 2023/07/20 08:18:11 - mmengine - INFO - Epoch(train) [6][5160/9365] lr: 3.4949e-01 eta: 1 day, 10:15:01 time: 0.6099 data_time: 0.1002 memory: 16132 grad_norm: 0.9391 loss: 3.0963 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0963 2023/07/20 08:18:20 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 08:18:23 - mmengine - INFO - Epoch(train) [6][5180/9365] lr: 3.4945e-01 eta: 1 day, 10:14:39 time: 0.6017 data_time: 0.0802 memory: 16132 grad_norm: 0.9117 loss: 3.1787 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1787 2023/07/20 08:18:35 - mmengine - INFO - Epoch(train) [6][5200/9365] lr: 3.4941e-01 eta: 1 day, 10:14:19 time: 0.6252 data_time: 0.0803 memory: 16132 grad_norm: 0.9305 loss: 3.1188 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.1188 2023/07/20 08:18:47 - mmengine - INFO - Epoch(train) [6][5220/9365] lr: 3.4937e-01 eta: 1 day, 10:13:57 time: 0.5982 data_time: 0.0820 memory: 16132 grad_norm: 0.9313 loss: 3.2883 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.2883 2023/07/20 08:18:59 - mmengine - INFO - Epoch(train) [6][5240/9365] lr: 3.4934e-01 eta: 1 day, 10:13:35 time: 0.6020 data_time: 0.0824 memory: 16132 grad_norm: 0.9209 loss: 3.1064 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1064 2023/07/20 08:19:12 - mmengine - INFO - Epoch(train) [6][5260/9365] lr: 3.4930e-01 eta: 1 day, 10:13:15 time: 0.6137 data_time: 0.0959 memory: 16132 grad_norm: 0.9452 loss: 3.0809 top1_acc: 0.4375 top5_acc: 0.5312 loss_cls: 3.0809 2023/07/20 08:19:24 - mmengine - INFO - Epoch(train) [6][5280/9365] lr: 3.4926e-01 eta: 1 day, 10:12:52 time: 0.5933 data_time: 0.1227 memory: 16132 grad_norm: 0.8991 loss: 3.1682 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1682 2023/07/20 08:19:36 - mmengine - INFO - Epoch(train) [6][5300/9365] lr: 3.4923e-01 eta: 1 day, 10:12:32 time: 0.6238 data_time: 0.1175 memory: 16132 grad_norm: 0.9292 loss: 3.0218 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.0218 2023/07/20 08:19:48 - mmengine - INFO - Epoch(train) [6][5320/9365] lr: 3.4919e-01 eta: 1 day, 10:12:10 time: 0.5920 data_time: 0.0856 memory: 16132 grad_norm: 0.9301 loss: 3.1531 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1531 2023/07/20 08:20:00 - mmengine - INFO - Epoch(train) [6][5340/9365] lr: 3.4915e-01 eta: 1 day, 10:11:49 time: 0.6160 data_time: 0.1016 memory: 16132 grad_norm: 0.9272 loss: 3.1263 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1263 2023/07/20 08:20:12 - mmengine - INFO - Epoch(train) [6][5360/9365] lr: 3.4911e-01 eta: 1 day, 10:11:28 time: 0.6016 data_time: 0.0842 memory: 16132 grad_norm: 0.9330 loss: 3.2368 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.2368 2023/07/20 08:20:24 - mmengine - INFO - Epoch(train) [6][5380/9365] lr: 3.4908e-01 eta: 1 day, 10:11:06 time: 0.6022 data_time: 0.0902 memory: 16132 grad_norm: 0.9435 loss: 3.1654 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1654 2023/07/20 08:20:36 - mmengine - INFO - Epoch(train) [6][5400/9365] lr: 3.4904e-01 eta: 1 day, 10:10:45 time: 0.6086 data_time: 0.0768 memory: 16132 grad_norm: 0.9294 loss: 3.2242 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.2242 2023/07/20 08:20:48 - mmengine - INFO - Epoch(train) [6][5420/9365] lr: 3.4900e-01 eta: 1 day, 10:10:23 time: 0.5937 data_time: 0.0795 memory: 16132 grad_norm: 0.9487 loss: 3.1185 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.1185 2023/07/20 08:21:01 - mmengine - INFO - Epoch(train) [6][5440/9365] lr: 3.4897e-01 eta: 1 day, 10:10:02 time: 0.6247 data_time: 0.0937 memory: 16132 grad_norm: 0.9434 loss: 3.0790 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0790 2023/07/20 08:21:13 - mmengine - INFO - Epoch(train) [6][5460/9365] lr: 3.4893e-01 eta: 1 day, 10:09:41 time: 0.5990 data_time: 0.0864 memory: 16132 grad_norm: 0.9240 loss: 2.9609 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9609 2023/07/20 08:21:25 - mmengine - INFO - Epoch(train) [6][5480/9365] lr: 3.4889e-01 eta: 1 day, 10:09:19 time: 0.6078 data_time: 0.0918 memory: 16132 grad_norm: 0.9416 loss: 3.2692 top1_acc: 0.1250 top5_acc: 0.5312 loss_cls: 3.2692 2023/07/20 08:21:38 - mmengine - INFO - Epoch(train) [6][5500/9365] lr: 3.4885e-01 eta: 1 day, 10:09:00 time: 0.6339 data_time: 0.1003 memory: 16132 grad_norm: 0.9571 loss: 2.9863 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9863 2023/07/20 08:21:50 - mmengine - INFO - Epoch(train) [6][5520/9365] lr: 3.4882e-01 eta: 1 day, 10:08:39 time: 0.6067 data_time: 0.0808 memory: 16132 grad_norm: 0.9242 loss: 3.1713 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1713 2023/07/20 08:22:02 - mmengine - INFO - Epoch(train) [6][5540/9365] lr: 3.4878e-01 eta: 1 day, 10:08:17 time: 0.6022 data_time: 0.0896 memory: 16132 grad_norm: 0.9117 loss: 3.1750 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1750 2023/07/20 08:22:14 - mmengine - INFO - Epoch(train) [6][5560/9365] lr: 3.4874e-01 eta: 1 day, 10:07:56 time: 0.6012 data_time: 0.1023 memory: 16132 grad_norm: 0.9630 loss: 3.0021 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.0021 2023/07/20 08:22:26 - mmengine - INFO - Epoch(train) [6][5580/9365] lr: 3.4870e-01 eta: 1 day, 10:07:36 time: 0.6254 data_time: 0.1161 memory: 16132 grad_norm: 0.9319 loss: 3.1938 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1938 2023/07/20 08:22:39 - mmengine - INFO - Epoch(train) [6][5600/9365] lr: 3.4867e-01 eta: 1 day, 10:07:15 time: 0.6150 data_time: 0.0802 memory: 16132 grad_norm: 0.9242 loss: 3.2575 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.2575 2023/07/20 08:22:51 - mmengine - INFO - Epoch(train) [6][5620/9365] lr: 3.4863e-01 eta: 1 day, 10:06:54 time: 0.6059 data_time: 0.0828 memory: 16132 grad_norm: 0.9366 loss: 3.0707 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0707 2023/07/20 08:23:03 - mmengine - INFO - Epoch(train) [6][5640/9365] lr: 3.4859e-01 eta: 1 day, 10:06:33 time: 0.6096 data_time: 0.1076 memory: 16132 grad_norm: 0.9611 loss: 3.0657 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0657 2023/07/20 08:23:15 - mmengine - INFO - Epoch(train) [6][5660/9365] lr: 3.4855e-01 eta: 1 day, 10:06:12 time: 0.6097 data_time: 0.0775 memory: 16132 grad_norm: 0.9380 loss: 3.1048 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 3.1048 2023/07/20 08:23:27 - mmengine - INFO - Epoch(train) [6][5680/9365] lr: 3.4852e-01 eta: 1 day, 10:05:49 time: 0.5807 data_time: 0.0976 memory: 16132 grad_norm: 0.9370 loss: 3.0204 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0204 2023/07/20 08:23:39 - mmengine - INFO - Epoch(train) [6][5700/9365] lr: 3.4848e-01 eta: 1 day, 10:05:28 time: 0.6102 data_time: 0.1218 memory: 16132 grad_norm: 0.9415 loss: 3.1338 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1338 2023/07/20 08:23:51 - mmengine - INFO - Epoch(train) [6][5720/9365] lr: 3.4844e-01 eta: 1 day, 10:05:07 time: 0.6126 data_time: 0.0863 memory: 16132 grad_norm: 0.9054 loss: 3.1044 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1044 2023/07/20 08:24:03 - mmengine - INFO - Epoch(train) [6][5740/9365] lr: 3.4840e-01 eta: 1 day, 10:04:45 time: 0.5931 data_time: 0.0969 memory: 16132 grad_norm: 0.9292 loss: 3.1467 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1467 2023/07/20 08:24:15 - mmengine - INFO - Epoch(train) [6][5760/9365] lr: 3.4837e-01 eta: 1 day, 10:04:23 time: 0.6022 data_time: 0.0859 memory: 16132 grad_norm: 0.9470 loss: 3.1600 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.1600 2023/07/20 08:24:28 - mmengine - INFO - Epoch(train) [6][5780/9365] lr: 3.4833e-01 eta: 1 day, 10:04:03 time: 0.6262 data_time: 0.0837 memory: 16132 grad_norm: 0.9077 loss: 3.1699 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 3.1699 2023/07/20 08:24:39 - mmengine - INFO - Epoch(train) [6][5800/9365] lr: 3.4829e-01 eta: 1 day, 10:03:41 time: 0.5816 data_time: 0.0823 memory: 16132 grad_norm: 0.9473 loss: 3.0433 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0433 2023/07/20 08:24:52 - mmengine - INFO - Epoch(train) [6][5820/9365] lr: 3.4825e-01 eta: 1 day, 10:03:21 time: 0.6263 data_time: 0.0904 memory: 16132 grad_norm: 0.9453 loss: 3.2231 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2231 2023/07/20 08:25:04 - mmengine - INFO - Epoch(train) [6][5840/9365] lr: 3.4822e-01 eta: 1 day, 10:02:59 time: 0.6010 data_time: 0.0933 memory: 16132 grad_norm: 0.9319 loss: 3.0906 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0906 2023/07/20 08:25:16 - mmengine - INFO - Epoch(train) [6][5860/9365] lr: 3.4818e-01 eta: 1 day, 10:02:39 time: 0.6228 data_time: 0.1149 memory: 16132 grad_norm: 0.9336 loss: 3.1048 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.1048 2023/07/20 08:25:29 - mmengine - INFO - Epoch(train) [6][5880/9365] lr: 3.4814e-01 eta: 1 day, 10:02:18 time: 0.6060 data_time: 0.1052 memory: 16132 grad_norm: 0.9217 loss: 3.2529 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.2529 2023/07/20 08:25:41 - mmengine - INFO - Epoch(train) [6][5900/9365] lr: 3.4810e-01 eta: 1 day, 10:01:57 time: 0.6131 data_time: 0.1111 memory: 16132 grad_norm: 0.9494 loss: 3.0984 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0984 2023/07/20 08:25:53 - mmengine - INFO - Epoch(train) [6][5920/9365] lr: 3.4807e-01 eta: 1 day, 10:01:36 time: 0.6045 data_time: 0.0806 memory: 16132 grad_norm: 0.9392 loss: 3.2058 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.2058 2023/07/20 08:26:05 - mmengine - INFO - Epoch(train) [6][5940/9365] lr: 3.4803e-01 eta: 1 day, 10:01:14 time: 0.6001 data_time: 0.0949 memory: 16132 grad_norm: 0.9301 loss: 3.0892 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0892 2023/07/20 08:26:17 - mmengine - INFO - Epoch(train) [6][5960/9365] lr: 3.4799e-01 eta: 1 day, 10:00:52 time: 0.5912 data_time: 0.0941 memory: 16132 grad_norm: 0.9226 loss: 3.0058 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0058 2023/07/20 08:26:29 - mmengine - INFO - Epoch(train) [6][5980/9365] lr: 3.4795e-01 eta: 1 day, 10:00:31 time: 0.6051 data_time: 0.0867 memory: 16132 grad_norm: 0.9373 loss: 3.1964 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.1964 2023/07/20 08:26:41 - mmengine - INFO - Epoch(train) [6][6000/9365] lr: 3.4792e-01 eta: 1 day, 10:00:09 time: 0.5925 data_time: 0.1074 memory: 16132 grad_norm: 0.9311 loss: 3.1294 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1294 2023/07/20 08:26:53 - mmengine - INFO - Epoch(train) [6][6020/9365] lr: 3.4788e-01 eta: 1 day, 9:59:48 time: 0.6020 data_time: 0.0854 memory: 16132 grad_norm: 0.9261 loss: 3.2197 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.2197 2023/07/20 08:27:05 - mmengine - INFO - Epoch(train) [6][6040/9365] lr: 3.4784e-01 eta: 1 day, 9:59:27 time: 0.6095 data_time: 0.0837 memory: 16132 grad_norm: 0.9107 loss: 3.1410 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1410 2023/07/20 08:27:17 - mmengine - INFO - Epoch(train) [6][6060/9365] lr: 3.4780e-01 eta: 1 day, 9:59:07 time: 0.6223 data_time: 0.0882 memory: 16132 grad_norm: 0.9415 loss: 2.9953 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9953 2023/07/20 08:27:29 - mmengine - INFO - Epoch(train) [6][6080/9365] lr: 3.4777e-01 eta: 1 day, 9:58:45 time: 0.5960 data_time: 0.0992 memory: 16132 grad_norm: 0.9329 loss: 3.0184 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0184 2023/07/20 08:27:42 - mmengine - INFO - Epoch(train) [6][6100/9365] lr: 3.4773e-01 eta: 1 day, 9:58:25 time: 0.6241 data_time: 0.1257 memory: 16132 grad_norm: 0.9264 loss: 3.1050 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1050 2023/07/20 08:27:53 - mmengine - INFO - Epoch(train) [6][6120/9365] lr: 3.4769e-01 eta: 1 day, 9:58:02 time: 0.5824 data_time: 0.1043 memory: 16132 grad_norm: 0.9461 loss: 3.0581 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0581 2023/07/20 08:28:06 - mmengine - INFO - Epoch(train) [6][6140/9365] lr: 3.4765e-01 eta: 1 day, 9:57:42 time: 0.6205 data_time: 0.0834 memory: 16132 grad_norm: 0.9113 loss: 3.1542 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.1542 2023/07/20 08:28:18 - mmengine - INFO - Epoch(train) [6][6160/9365] lr: 3.4761e-01 eta: 1 day, 9:57:21 time: 0.6038 data_time: 0.0950 memory: 16132 grad_norm: 0.9482 loss: 3.0356 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0356 2023/07/20 08:28:27 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 08:28:30 - mmengine - INFO - Epoch(train) [6][6180/9365] lr: 3.4758e-01 eta: 1 day, 9:57:00 time: 0.6099 data_time: 0.0838 memory: 16132 grad_norm: 0.9203 loss: 3.1067 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1067 2023/07/20 08:28:43 - mmengine - INFO - Epoch(train) [6][6200/9365] lr: 3.4754e-01 eta: 1 day, 9:56:41 time: 0.6363 data_time: 0.0815 memory: 16132 grad_norm: 0.9174 loss: 3.0554 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 3.0554 2023/07/20 08:28:55 - mmengine - INFO - Epoch(train) [6][6220/9365] lr: 3.4750e-01 eta: 1 day, 9:56:20 time: 0.6040 data_time: 0.0808 memory: 16132 grad_norm: 0.9422 loss: 3.1107 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1107 2023/07/20 08:29:07 - mmengine - INFO - Epoch(train) [6][6240/9365] lr: 3.4746e-01 eta: 1 day, 9:55:59 time: 0.6069 data_time: 0.0839 memory: 16132 grad_norm: 0.9102 loss: 3.1377 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1377 2023/07/20 08:29:19 - mmengine - INFO - Epoch(train) [6][6260/9365] lr: 3.4743e-01 eta: 1 day, 9:55:38 time: 0.6066 data_time: 0.0966 memory: 16132 grad_norm: 0.9527 loss: 3.2264 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2264 2023/07/20 08:29:31 - mmengine - INFO - Epoch(train) [6][6280/9365] lr: 3.4739e-01 eta: 1 day, 9:55:17 time: 0.6117 data_time: 0.0904 memory: 16132 grad_norm: 0.9222 loss: 3.1969 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1969 2023/07/20 08:29:44 - mmengine - INFO - Epoch(train) [6][6300/9365] lr: 3.4735e-01 eta: 1 day, 9:54:57 time: 0.6187 data_time: 0.0804 memory: 16132 grad_norm: 0.9631 loss: 3.0327 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0327 2023/07/20 08:29:56 - mmengine - INFO - Epoch(train) [6][6320/9365] lr: 3.4731e-01 eta: 1 day, 9:54:35 time: 0.5885 data_time: 0.0951 memory: 16132 grad_norm: 0.9432 loss: 3.0781 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0781 2023/07/20 08:30:08 - mmengine - INFO - Epoch(train) [6][6340/9365] lr: 3.4727e-01 eta: 1 day, 9:54:14 time: 0.6012 data_time: 0.0944 memory: 16132 grad_norm: 0.9213 loss: 3.2174 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.2174 2023/07/20 08:30:20 - mmengine - INFO - Epoch(train) [6][6360/9365] lr: 3.4724e-01 eta: 1 day, 9:53:54 time: 0.6257 data_time: 0.0808 memory: 16132 grad_norm: 0.9226 loss: 3.2273 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.2273 2023/07/20 08:30:32 - mmengine - INFO - Epoch(train) [6][6380/9365] lr: 3.4720e-01 eta: 1 day, 9:53:32 time: 0.5927 data_time: 0.0941 memory: 16132 grad_norm: 0.9376 loss: 3.1447 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 3.1447 2023/07/20 08:30:44 - mmengine - INFO - Epoch(train) [6][6400/9365] lr: 3.4716e-01 eta: 1 day, 9:53:11 time: 0.6069 data_time: 0.0825 memory: 16132 grad_norm: 0.9185 loss: 3.1128 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1128 2023/07/20 08:30:56 - mmengine - INFO - Epoch(train) [6][6420/9365] lr: 3.4712e-01 eta: 1 day, 9:52:50 time: 0.6041 data_time: 0.0858 memory: 16132 grad_norm: 0.9510 loss: 3.1223 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1223 2023/07/20 08:31:09 - mmengine - INFO - Epoch(train) [6][6440/9365] lr: 3.4709e-01 eta: 1 day, 9:52:30 time: 0.6296 data_time: 0.0788 memory: 16132 grad_norm: 0.9414 loss: 3.1291 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.1291 2023/07/20 08:31:21 - mmengine - INFO - Epoch(train) [6][6460/9365] lr: 3.4705e-01 eta: 1 day, 9:52:08 time: 0.5873 data_time: 0.0833 memory: 16132 grad_norm: 0.9330 loss: 3.1985 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1985 2023/07/20 08:31:33 - mmengine - INFO - Epoch(train) [6][6480/9365] lr: 3.4701e-01 eta: 1 day, 9:51:50 time: 0.6435 data_time: 0.0826 memory: 16132 grad_norm: 0.9224 loss: 3.1195 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.1195 2023/07/20 08:31:45 - mmengine - INFO - Epoch(train) [6][6500/9365] lr: 3.4697e-01 eta: 1 day, 9:51:28 time: 0.6001 data_time: 0.0867 memory: 16132 grad_norm: 0.9347 loss: 3.1558 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1558 2023/07/20 08:31:58 - mmengine - INFO - Epoch(train) [6][6520/9365] lr: 3.4693e-01 eta: 1 day, 9:51:08 time: 0.6229 data_time: 0.0806 memory: 16132 grad_norm: 0.9477 loss: 3.1864 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1864 2023/07/20 08:32:10 - mmengine - INFO - Epoch(train) [6][6540/9365] lr: 3.4690e-01 eta: 1 day, 9:50:46 time: 0.5832 data_time: 0.0810 memory: 16132 grad_norm: 0.9070 loss: 3.2275 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.2275 2023/07/20 08:32:21 - mmengine - INFO - Epoch(train) [6][6560/9365] lr: 3.4686e-01 eta: 1 day, 9:50:23 time: 0.5766 data_time: 0.0909 memory: 16132 grad_norm: 0.9349 loss: 3.0640 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0640 2023/07/20 08:32:33 - mmengine - INFO - Epoch(train) [6][6580/9365] lr: 3.4682e-01 eta: 1 day, 9:50:02 time: 0.6088 data_time: 0.1044 memory: 16132 grad_norm: 0.9322 loss: 3.1601 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1601 2023/07/20 08:32:46 - mmengine - INFO - Epoch(train) [6][6600/9365] lr: 3.4678e-01 eta: 1 day, 9:49:42 time: 0.6138 data_time: 0.0801 memory: 16132 grad_norm: 0.9291 loss: 3.0951 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0951 2023/07/20 08:32:58 - mmengine - INFO - Epoch(train) [6][6620/9365] lr: 3.4674e-01 eta: 1 day, 9:49:21 time: 0.6136 data_time: 0.0928 memory: 16132 grad_norm: 0.9312 loss: 3.1600 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.1600 2023/07/20 08:33:10 - mmengine - INFO - Epoch(train) [6][6640/9365] lr: 3.4671e-01 eta: 1 day, 9:49:01 time: 0.6064 data_time: 0.1154 memory: 16132 grad_norm: 0.9201 loss: 3.1546 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.1546 2023/07/20 08:33:22 - mmengine - INFO - Epoch(train) [6][6660/9365] lr: 3.4667e-01 eta: 1 day, 9:48:39 time: 0.5912 data_time: 0.0804 memory: 16132 grad_norm: 0.9604 loss: 3.2490 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.2490 2023/07/20 08:33:34 - mmengine - INFO - Epoch(train) [6][6680/9365] lr: 3.4663e-01 eta: 1 day, 9:48:18 time: 0.6100 data_time: 0.0847 memory: 16132 grad_norm: 0.9219 loss: 3.1374 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 3.1374 2023/07/20 08:33:47 - mmengine - INFO - Epoch(train) [6][6700/9365] lr: 3.4659e-01 eta: 1 day, 9:47:59 time: 0.6389 data_time: 0.1340 memory: 16132 grad_norm: 0.9401 loss: 3.0966 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0966 2023/07/20 08:33:59 - mmengine - INFO - Epoch(train) [6][6720/9365] lr: 3.4655e-01 eta: 1 day, 9:47:39 time: 0.6122 data_time: 0.0914 memory: 16132 grad_norm: 0.9300 loss: 2.9731 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.9731 2023/07/20 08:34:11 - mmengine - INFO - Epoch(train) [6][6740/9365] lr: 3.4652e-01 eta: 1 day, 9:47:17 time: 0.5982 data_time: 0.0818 memory: 16132 grad_norm: 0.9374 loss: 3.2463 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.2463 2023/07/20 08:34:23 - mmengine - INFO - Epoch(train) [6][6760/9365] lr: 3.4648e-01 eta: 1 day, 9:46:57 time: 0.6106 data_time: 0.0782 memory: 16132 grad_norm: 0.9205 loss: 3.1356 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1356 2023/07/20 08:34:35 - mmengine - INFO - Epoch(train) [6][6780/9365] lr: 3.4644e-01 eta: 1 day, 9:46:36 time: 0.6038 data_time: 0.0917 memory: 16132 grad_norm: 0.9205 loss: 3.1186 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1186 2023/07/20 08:34:47 - mmengine - INFO - Epoch(train) [6][6800/9365] lr: 3.4640e-01 eta: 1 day, 9:46:14 time: 0.5918 data_time: 0.0932 memory: 16132 grad_norm: 0.9267 loss: 3.1564 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1564 2023/07/20 08:34:59 - mmengine - INFO - Epoch(train) [6][6820/9365] lr: 3.4636e-01 eta: 1 day, 9:45:53 time: 0.6108 data_time: 0.0820 memory: 16132 grad_norm: 0.9327 loss: 3.1228 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.1228 2023/07/20 08:35:11 - mmengine - INFO - Epoch(train) [6][6840/9365] lr: 3.4633e-01 eta: 1 day, 9:45:32 time: 0.5932 data_time: 0.0773 memory: 16132 grad_norm: 0.9258 loss: 3.1627 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.1627 2023/07/20 08:35:24 - mmengine - INFO - Epoch(train) [6][6860/9365] lr: 3.4629e-01 eta: 1 day, 9:45:11 time: 0.6149 data_time: 0.1128 memory: 16132 grad_norm: 0.9429 loss: 3.0617 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0617 2023/07/20 08:35:36 - mmengine - INFO - Epoch(train) [6][6880/9365] lr: 3.4625e-01 eta: 1 day, 9:44:51 time: 0.6173 data_time: 0.0822 memory: 16132 grad_norm: 0.9220 loss: 3.1814 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.1814 2023/07/20 08:35:48 - mmengine - INFO - Epoch(train) [6][6900/9365] lr: 3.4621e-01 eta: 1 day, 9:44:29 time: 0.5900 data_time: 0.0833 memory: 16132 grad_norm: 0.9503 loss: 3.2144 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 3.2144 2023/07/20 08:36:00 - mmengine - INFO - Epoch(train) [6][6920/9365] lr: 3.4617e-01 eta: 1 day, 9:44:10 time: 0.6319 data_time: 0.0787 memory: 16132 grad_norm: 0.9122 loss: 3.0813 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.0813 2023/07/20 08:36:12 - mmengine - INFO - Epoch(train) [6][6940/9365] lr: 3.4613e-01 eta: 1 day, 9:43:48 time: 0.5819 data_time: 0.0754 memory: 16132 grad_norm: 0.9534 loss: 3.1788 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1788 2023/07/20 08:36:24 - mmengine - INFO - Epoch(train) [6][6960/9365] lr: 3.4610e-01 eta: 1 day, 9:43:28 time: 0.6151 data_time: 0.0755 memory: 16132 grad_norm: 0.9292 loss: 3.2509 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2509 2023/07/20 08:36:37 - mmengine - INFO - Epoch(train) [6][6980/9365] lr: 3.4606e-01 eta: 1 day, 9:43:07 time: 0.6163 data_time: 0.0947 memory: 16132 grad_norm: 0.9581 loss: 3.1989 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 3.1989 2023/07/20 08:36:49 - mmengine - INFO - Epoch(train) [6][7000/9365] lr: 3.4602e-01 eta: 1 day, 9:42:46 time: 0.5980 data_time: 0.1155 memory: 16132 grad_norm: 0.9252 loss: 3.1760 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1760 2023/07/20 08:37:01 - mmengine - INFO - Epoch(train) [6][7020/9365] lr: 3.4598e-01 eta: 1 day, 9:42:27 time: 0.6265 data_time: 0.0900 memory: 16132 grad_norm: 0.9305 loss: 3.0569 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0569 2023/07/20 08:37:13 - mmengine - INFO - Epoch(train) [6][7040/9365] lr: 3.4594e-01 eta: 1 day, 9:42:04 time: 0.5739 data_time: 0.0871 memory: 16132 grad_norm: 0.9428 loss: 3.2393 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.2393 2023/07/20 08:37:25 - mmengine - INFO - Epoch(train) [6][7060/9365] lr: 3.4591e-01 eta: 1 day, 9:41:45 time: 0.6369 data_time: 0.1601 memory: 16132 grad_norm: 0.9398 loss: 2.9804 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 2.9804 2023/07/20 08:37:37 - mmengine - INFO - Epoch(train) [6][7080/9365] lr: 3.4587e-01 eta: 1 day, 9:41:24 time: 0.5979 data_time: 0.0864 memory: 16132 grad_norm: 0.9413 loss: 3.0303 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.0303 2023/07/20 08:37:50 - mmengine - INFO - Epoch(train) [6][7100/9365] lr: 3.4583e-01 eta: 1 day, 9:41:04 time: 0.6197 data_time: 0.1033 memory: 16132 grad_norm: 0.9463 loss: 2.9623 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9623 2023/07/20 08:38:02 - mmengine - INFO - Epoch(train) [6][7120/9365] lr: 3.4579e-01 eta: 1 day, 9:40:43 time: 0.6118 data_time: 0.0905 memory: 16132 grad_norm: 0.9489 loss: 3.2266 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 3.2266 2023/07/20 08:38:14 - mmengine - INFO - Epoch(train) [6][7140/9365] lr: 3.4575e-01 eta: 1 day, 9:40:23 time: 0.6159 data_time: 0.0802 memory: 16132 grad_norm: 0.9323 loss: 3.1915 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.1915 2023/07/20 08:38:27 - mmengine - INFO - Epoch(train) [6][7160/9365] lr: 3.4571e-01 eta: 1 day, 9:40:03 time: 0.6099 data_time: 0.0805 memory: 16132 grad_norm: 0.9255 loss: 3.1205 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1205 2023/07/20 08:38:36 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 08:38:39 - mmengine - INFO - Epoch(train) [6][7180/9365] lr: 3.4568e-01 eta: 1 day, 9:39:43 time: 0.6287 data_time: 0.0928 memory: 16132 grad_norm: 0.9321 loss: 3.3223 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.3223 2023/07/20 08:38:51 - mmengine - INFO - Epoch(train) [6][7200/9365] lr: 3.4564e-01 eta: 1 day, 9:39:22 time: 0.5903 data_time: 0.0848 memory: 16132 grad_norm: 0.9417 loss: 3.1851 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.1851 2023/07/20 08:39:03 - mmengine - INFO - Epoch(train) [6][7220/9365] lr: 3.4560e-01 eta: 1 day, 9:39:01 time: 0.6066 data_time: 0.0822 memory: 16132 grad_norm: 0.9346 loss: 3.2237 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.2237 2023/07/20 08:39:16 - mmengine - INFO - Epoch(train) [6][7240/9365] lr: 3.4556e-01 eta: 1 day, 9:38:43 time: 0.6475 data_time: 0.1093 memory: 16132 grad_norm: 0.9098 loss: 3.0128 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0128 2023/07/20 08:39:28 - mmengine - INFO - Epoch(train) [6][7260/9365] lr: 3.4552e-01 eta: 1 day, 9:38:20 time: 0.5755 data_time: 0.0878 memory: 16132 grad_norm: 0.9543 loss: 3.0065 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0065 2023/07/20 08:39:40 - mmengine - INFO - Epoch(train) [6][7280/9365] lr: 3.4548e-01 eta: 1 day, 9:38:01 time: 0.6232 data_time: 0.0936 memory: 16132 grad_norm: 0.9568 loss: 3.0321 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0321 2023/07/20 08:39:52 - mmengine - INFO - Epoch(train) [6][7300/9365] lr: 3.4545e-01 eta: 1 day, 9:37:39 time: 0.5861 data_time: 0.0931 memory: 16132 grad_norm: 0.9466 loss: 3.1266 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.1266 2023/07/20 08:40:04 - mmengine - INFO - Epoch(train) [6][7320/9365] lr: 3.4541e-01 eta: 1 day, 9:37:18 time: 0.6144 data_time: 0.1177 memory: 16132 grad_norm: 0.8987 loss: 2.9627 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9627 2023/07/20 08:40:16 - mmengine - INFO - Epoch(train) [6][7340/9365] lr: 3.4537e-01 eta: 1 day, 9:36:57 time: 0.5990 data_time: 0.1114 memory: 16132 grad_norm: 0.9302 loss: 3.2065 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 3.2065 2023/07/20 08:40:28 - mmengine - INFO - Epoch(train) [6][7360/9365] lr: 3.4533e-01 eta: 1 day, 9:36:37 time: 0.6192 data_time: 0.0798 memory: 16132 grad_norm: 0.9358 loss: 2.9832 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9832 2023/07/20 08:40:40 - mmengine - INFO - Epoch(train) [6][7380/9365] lr: 3.4529e-01 eta: 1 day, 9:36:15 time: 0.5850 data_time: 0.0825 memory: 16132 grad_norm: 0.9318 loss: 3.1503 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1503 2023/07/20 08:40:52 - mmengine - INFO - Epoch(train) [6][7400/9365] lr: 3.4525e-01 eta: 1 day, 9:35:55 time: 0.6097 data_time: 0.0926 memory: 16132 grad_norm: 0.9301 loss: 3.2280 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.2280 2023/07/20 08:41:05 - mmengine - INFO - Epoch(train) [6][7420/9365] lr: 3.4522e-01 eta: 1 day, 9:35:35 time: 0.6169 data_time: 0.0822 memory: 16132 grad_norm: 0.9546 loss: 3.0668 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0668 2023/07/20 08:41:17 - mmengine - INFO - Epoch(train) [6][7440/9365] lr: 3.4518e-01 eta: 1 day, 9:35:14 time: 0.5997 data_time: 0.0814 memory: 16132 grad_norm: 0.9170 loss: 3.1418 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1418 2023/07/20 08:41:29 - mmengine - INFO - Epoch(train) [6][7460/9365] lr: 3.4514e-01 eta: 1 day, 9:34:55 time: 0.6277 data_time: 0.0767 memory: 16132 grad_norm: 0.9590 loss: 3.1333 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.1333 2023/07/20 08:41:41 - mmengine - INFO - Epoch(train) [6][7480/9365] lr: 3.4510e-01 eta: 1 day, 9:34:34 time: 0.6102 data_time: 0.0828 memory: 16132 grad_norm: 0.9560 loss: 3.0607 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.0607 2023/07/20 08:41:54 - mmengine - INFO - Epoch(train) [6][7500/9365] lr: 3.4506e-01 eta: 1 day, 9:34:16 time: 0.6396 data_time: 0.0932 memory: 16132 grad_norm: 0.9486 loss: 3.0317 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0317 2023/07/20 08:42:06 - mmengine - INFO - Epoch(train) [6][7520/9365] lr: 3.4502e-01 eta: 1 day, 9:33:54 time: 0.5939 data_time: 0.0783 memory: 16132 grad_norm: 0.9527 loss: 3.0724 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.0724 2023/07/20 08:42:19 - mmengine - INFO - Epoch(train) [6][7540/9365] lr: 3.4498e-01 eta: 1 day, 9:33:34 time: 0.6210 data_time: 0.0962 memory: 16132 grad_norm: 0.9235 loss: 3.0661 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0661 2023/07/20 08:42:31 - mmengine - INFO - Epoch(train) [6][7560/9365] lr: 3.4495e-01 eta: 1 day, 9:33:14 time: 0.6048 data_time: 0.1047 memory: 16132 grad_norm: 0.9476 loss: 3.0215 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0215 2023/07/20 08:42:43 - mmengine - INFO - Epoch(train) [6][7580/9365] lr: 3.4491e-01 eta: 1 day, 9:32:54 time: 0.6218 data_time: 0.1044 memory: 16132 grad_norm: 0.9234 loss: 3.0359 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0359 2023/07/20 08:42:56 - mmengine - INFO - Epoch(train) [6][7600/9365] lr: 3.4487e-01 eta: 1 day, 9:32:35 time: 0.6224 data_time: 0.1045 memory: 16132 grad_norm: 0.9364 loss: 3.1367 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1367 2023/07/20 08:43:08 - mmengine - INFO - Epoch(train) [6][7620/9365] lr: 3.4483e-01 eta: 1 day, 9:32:14 time: 0.6089 data_time: 0.0856 memory: 16132 grad_norm: 0.9588 loss: 2.9781 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.9781 2023/07/20 08:43:20 - mmengine - INFO - Epoch(train) [6][7640/9365] lr: 3.4479e-01 eta: 1 day, 9:31:54 time: 0.6190 data_time: 0.0876 memory: 16132 grad_norm: 0.9429 loss: 3.0634 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 3.0634 2023/07/20 08:43:32 - mmengine - INFO - Epoch(train) [6][7660/9365] lr: 3.4475e-01 eta: 1 day, 9:31:34 time: 0.6065 data_time: 0.1168 memory: 16132 grad_norm: 0.9261 loss: 3.0182 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.0182 2023/07/20 08:43:44 - mmengine - INFO - Epoch(train) [6][7680/9365] lr: 3.4471e-01 eta: 1 day, 9:31:13 time: 0.6045 data_time: 0.1177 memory: 16132 grad_norm: 0.9322 loss: 3.0552 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0552 2023/07/20 08:43:57 - mmengine - INFO - Epoch(train) [6][7700/9365] lr: 3.4468e-01 eta: 1 day, 9:30:54 time: 0.6315 data_time: 0.0828 memory: 16132 grad_norm: 0.9562 loss: 3.1564 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1564 2023/07/20 08:44:09 - mmengine - INFO - Epoch(train) [6][7720/9365] lr: 3.4464e-01 eta: 1 day, 9:30:33 time: 0.5920 data_time: 0.0959 memory: 16132 grad_norm: 0.9504 loss: 3.1512 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1512 2023/07/20 08:44:21 - mmengine - INFO - Epoch(train) [6][7740/9365] lr: 3.4460e-01 eta: 1 day, 9:30:13 time: 0.6217 data_time: 0.0773 memory: 16132 grad_norm: 0.9453 loss: 3.1862 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1862 2023/07/20 08:44:33 - mmengine - INFO - Epoch(train) [6][7760/9365] lr: 3.4456e-01 eta: 1 day, 9:29:53 time: 0.6101 data_time: 0.1001 memory: 16132 grad_norm: 0.9256 loss: 2.9799 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9799 2023/07/20 08:44:46 - mmengine - INFO - Epoch(train) [6][7780/9365] lr: 3.4452e-01 eta: 1 day, 9:29:33 time: 0.6172 data_time: 0.1150 memory: 16132 grad_norm: 0.9433 loss: 3.0444 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0444 2023/07/20 08:44:58 - mmengine - INFO - Epoch(train) [6][7800/9365] lr: 3.4448e-01 eta: 1 day, 9:29:11 time: 0.5927 data_time: 0.0804 memory: 16132 grad_norm: 0.9444 loss: 3.1564 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.1564 2023/07/20 08:45:10 - mmengine - INFO - Epoch(train) [6][7820/9365] lr: 3.4444e-01 eta: 1 day, 9:28:51 time: 0.6095 data_time: 0.1038 memory: 16132 grad_norm: 0.9483 loss: 3.0923 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.0923 2023/07/20 08:45:22 - mmengine - INFO - Epoch(train) [6][7840/9365] lr: 3.4441e-01 eta: 1 day, 9:28:31 time: 0.6204 data_time: 0.0774 memory: 16132 grad_norm: 0.9513 loss: 3.2014 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.2014 2023/07/20 08:45:35 - mmengine - INFO - Epoch(train) [6][7860/9365] lr: 3.4437e-01 eta: 1 day, 9:28:11 time: 0.6140 data_time: 0.0775 memory: 16132 grad_norm: 0.9544 loss: 2.9915 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.9915 2023/07/20 08:45:47 - mmengine - INFO - Epoch(train) [6][7880/9365] lr: 3.4433e-01 eta: 1 day, 9:27:53 time: 0.6398 data_time: 0.0782 memory: 16132 grad_norm: 0.9413 loss: 3.2175 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2175 2023/07/20 08:46:00 - mmengine - INFO - Epoch(train) [6][7900/9365] lr: 3.4429e-01 eta: 1 day, 9:27:33 time: 0.6118 data_time: 0.0792 memory: 16132 grad_norm: 0.9333 loss: 3.1263 top1_acc: 0.0938 top5_acc: 0.4375 loss_cls: 3.1263 2023/07/20 08:46:11 - mmengine - INFO - Epoch(train) [6][7920/9365] lr: 3.4425e-01 eta: 1 day, 9:27:11 time: 0.5860 data_time: 0.0830 memory: 16132 grad_norm: 0.9099 loss: 3.1866 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1866 2023/07/20 08:46:24 - mmengine - INFO - Epoch(train) [6][7940/9365] lr: 3.4421e-01 eta: 1 day, 9:26:51 time: 0.6227 data_time: 0.0824 memory: 16132 grad_norm: 0.9545 loss: 3.0969 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0969 2023/07/20 08:46:36 - mmengine - INFO - Epoch(train) [6][7960/9365] lr: 3.4417e-01 eta: 1 day, 9:26:31 time: 0.5990 data_time: 0.0901 memory: 16132 grad_norm: 0.9355 loss: 3.1546 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.1546 2023/07/20 08:46:48 - mmengine - INFO - Epoch(train) [6][7980/9365] lr: 3.4413e-01 eta: 1 day, 9:26:09 time: 0.5853 data_time: 0.0964 memory: 16132 grad_norm: 0.9544 loss: 3.1973 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1973 2023/07/20 08:47:01 - mmengine - INFO - Epoch(train) [6][8000/9365] lr: 3.4410e-01 eta: 1 day, 9:25:51 time: 0.6516 data_time: 0.0878 memory: 16132 grad_norm: 0.9257 loss: 3.0615 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 3.0615 2023/07/20 08:47:13 - mmengine - INFO - Epoch(train) [6][8020/9365] lr: 3.4406e-01 eta: 1 day, 9:25:31 time: 0.6161 data_time: 0.1012 memory: 16132 grad_norm: 0.9537 loss: 3.1205 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 3.1205 2023/07/20 08:47:25 - mmengine - INFO - Epoch(train) [6][8040/9365] lr: 3.4402e-01 eta: 1 day, 9:25:10 time: 0.5982 data_time: 0.0930 memory: 16132 grad_norm: 0.9398 loss: 3.1188 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1188 2023/07/20 08:47:37 - mmengine - INFO - Epoch(train) [6][8060/9365] lr: 3.4398e-01 eta: 1 day, 9:24:49 time: 0.5888 data_time: 0.0827 memory: 16132 grad_norm: 0.9545 loss: 3.0918 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0918 2023/07/20 08:47:49 - mmengine - INFO - Epoch(train) [6][8080/9365] lr: 3.4394e-01 eta: 1 day, 9:24:29 time: 0.6167 data_time: 0.0883 memory: 16132 grad_norm: 0.9510 loss: 3.2617 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.2617 2023/07/20 08:48:01 - mmengine - INFO - Epoch(train) [6][8100/9365] lr: 3.4390e-01 eta: 1 day, 9:24:08 time: 0.6018 data_time: 0.0794 memory: 16132 grad_norm: 0.9298 loss: 3.1333 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1333 2023/07/20 08:48:13 - mmengine - INFO - Epoch(train) [6][8120/9365] lr: 3.4386e-01 eta: 1 day, 9:23:49 time: 0.6226 data_time: 0.0818 memory: 16132 grad_norm: 0.9436 loss: 3.3034 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.3034 2023/07/20 08:48:25 - mmengine - INFO - Epoch(train) [6][8140/9365] lr: 3.4382e-01 eta: 1 day, 9:23:28 time: 0.5959 data_time: 0.0833 memory: 16132 grad_norm: 0.9431 loss: 3.0231 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0231 2023/07/20 08:48:38 - mmengine - INFO - Epoch(train) [6][8160/9365] lr: 3.4379e-01 eta: 1 day, 9:23:07 time: 0.6098 data_time: 0.1053 memory: 16132 grad_norm: 0.9315 loss: 3.0305 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.0305 2023/07/20 08:48:47 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 08:48:50 - mmengine - INFO - Epoch(train) [6][8180/9365] lr: 3.4375e-01 eta: 1 day, 9:22:49 time: 0.6330 data_time: 0.1315 memory: 16132 grad_norm: 0.9566 loss: 3.1742 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.1742 2023/07/20 08:49:03 - mmengine - INFO - Epoch(train) [6][8200/9365] lr: 3.4371e-01 eta: 1 day, 9:22:30 time: 0.6360 data_time: 0.0819 memory: 16132 grad_norm: 0.9221 loss: 3.0462 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0462 2023/07/20 08:49:15 - mmengine - INFO - Epoch(train) [6][8220/9365] lr: 3.4367e-01 eta: 1 day, 9:22:11 time: 0.6226 data_time: 0.0808 memory: 16132 grad_norm: 0.9634 loss: 3.0044 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0044 2023/07/20 08:49:27 - mmengine - INFO - Epoch(train) [6][8240/9365] lr: 3.4363e-01 eta: 1 day, 9:21:48 time: 0.5771 data_time: 0.0778 memory: 16132 grad_norm: 0.9545 loss: 3.0168 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.0168 2023/07/20 08:49:39 - mmengine - INFO - Epoch(train) [6][8260/9365] lr: 3.4359e-01 eta: 1 day, 9:21:28 time: 0.6031 data_time: 0.0831 memory: 16132 grad_norm: 0.9464 loss: 2.9947 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9947 2023/07/20 08:49:52 - mmengine - INFO - Epoch(train) [6][8280/9365] lr: 3.4355e-01 eta: 1 day, 9:21:10 time: 0.6457 data_time: 0.1222 memory: 16132 grad_norm: 0.9316 loss: 3.2785 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.2785 2023/07/20 08:50:04 - mmengine - INFO - Epoch(train) [6][8300/9365] lr: 3.4351e-01 eta: 1 day, 9:20:49 time: 0.6051 data_time: 0.0888 memory: 16132 grad_norm: 0.9446 loss: 2.9887 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.9887 2023/07/20 08:50:16 - mmengine - INFO - Epoch(train) [6][8320/9365] lr: 3.4347e-01 eta: 1 day, 9:20:29 time: 0.6046 data_time: 0.1021 memory: 16132 grad_norm: 0.9367 loss: 3.1817 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 3.1817 2023/07/20 08:50:28 - mmengine - INFO - Epoch(train) [6][8340/9365] lr: 3.4343e-01 eta: 1 day, 9:20:08 time: 0.5952 data_time: 0.0809 memory: 16132 grad_norm: 0.9287 loss: 2.9897 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.9897 2023/07/20 08:50:40 - mmengine - INFO - Epoch(train) [6][8360/9365] lr: 3.4340e-01 eta: 1 day, 9:19:47 time: 0.6062 data_time: 0.0818 memory: 16132 grad_norm: 0.9462 loss: 3.0342 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0342 2023/07/20 08:50:53 - mmengine - INFO - Epoch(train) [6][8380/9365] lr: 3.4336e-01 eta: 1 day, 9:19:28 time: 0.6166 data_time: 0.0842 memory: 16132 grad_norm: 0.9324 loss: 3.0640 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.0640 2023/07/20 08:51:04 - mmengine - INFO - Epoch(train) [6][8400/9365] lr: 3.4332e-01 eta: 1 day, 9:19:06 time: 0.5855 data_time: 0.1036 memory: 16132 grad_norm: 0.9457 loss: 3.0105 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0105 2023/07/20 08:51:17 - mmengine - INFO - Epoch(train) [6][8420/9365] lr: 3.4328e-01 eta: 1 day, 9:18:48 time: 0.6427 data_time: 0.1155 memory: 16132 grad_norm: 0.9499 loss: 3.1819 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1819 2023/07/20 08:51:29 - mmengine - INFO - Epoch(train) [6][8440/9365] lr: 3.4324e-01 eta: 1 day, 9:18:26 time: 0.5813 data_time: 0.0855 memory: 16132 grad_norm: 0.9350 loss: 3.2666 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.2666 2023/07/20 08:51:42 - mmengine - INFO - Epoch(train) [6][8460/9365] lr: 3.4320e-01 eta: 1 day, 9:18:08 time: 0.6454 data_time: 0.0826 memory: 16132 grad_norm: 0.9412 loss: 3.1830 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.1830 2023/07/20 08:51:54 - mmengine - INFO - Epoch(train) [6][8480/9365] lr: 3.4316e-01 eta: 1 day, 9:17:47 time: 0.6035 data_time: 0.0736 memory: 16132 grad_norm: 0.9849 loss: 3.1715 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1715 2023/07/20 08:52:06 - mmengine - INFO - Epoch(train) [6][8500/9365] lr: 3.4312e-01 eta: 1 day, 9:17:28 time: 0.6283 data_time: 0.0822 memory: 16132 grad_norm: 0.9374 loss: 3.1414 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.1414 2023/07/20 08:52:18 - mmengine - INFO - Epoch(train) [6][8520/9365] lr: 3.4308e-01 eta: 1 day, 9:17:07 time: 0.5940 data_time: 0.0858 memory: 16132 grad_norm: 0.9291 loss: 3.1919 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.1919 2023/07/20 08:52:31 - mmengine - INFO - Epoch(train) [6][8540/9365] lr: 3.4304e-01 eta: 1 day, 9:16:48 time: 0.6240 data_time: 0.0996 memory: 16132 grad_norm: 0.9324 loss: 3.0751 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0751 2023/07/20 08:52:43 - mmengine - INFO - Epoch(train) [6][8560/9365] lr: 3.4301e-01 eta: 1 day, 9:16:29 time: 0.6243 data_time: 0.0821 memory: 16132 grad_norm: 0.9341 loss: 3.0921 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.0921 2023/07/20 08:52:56 - mmengine - INFO - Epoch(train) [6][8580/9365] lr: 3.4297e-01 eta: 1 day, 9:16:10 time: 0.6325 data_time: 0.0763 memory: 16132 grad_norm: 0.9346 loss: 3.0064 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0064 2023/07/20 08:53:08 - mmengine - INFO - Epoch(train) [6][8600/9365] lr: 3.4293e-01 eta: 1 day, 9:15:50 time: 0.6158 data_time: 0.1281 memory: 16132 grad_norm: 0.9345 loss: 3.0883 top1_acc: 0.2500 top5_acc: 0.3438 loss_cls: 3.0883 2023/07/20 08:53:20 - mmengine - INFO - Epoch(train) [6][8620/9365] lr: 3.4289e-01 eta: 1 day, 9:15:29 time: 0.5901 data_time: 0.1209 memory: 16132 grad_norm: 0.9203 loss: 3.0854 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0854 2023/07/20 08:53:33 - mmengine - INFO - Epoch(train) [6][8640/9365] lr: 3.4285e-01 eta: 1 day, 9:15:12 time: 0.6529 data_time: 0.1015 memory: 16132 grad_norm: 0.9381 loss: 3.0867 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 3.0867 2023/07/20 08:53:45 - mmengine - INFO - Epoch(train) [6][8660/9365] lr: 3.4281e-01 eta: 1 day, 9:14:50 time: 0.5857 data_time: 0.0820 memory: 16132 grad_norm: 0.9271 loss: 3.1205 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1205 2023/07/20 08:53:57 - mmengine - INFO - Epoch(train) [6][8680/9365] lr: 3.4277e-01 eta: 1 day, 9:14:30 time: 0.6034 data_time: 0.0850 memory: 16132 grad_norm: 0.9614 loss: 3.0409 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 3.0409 2023/07/20 08:54:09 - mmengine - INFO - Epoch(train) [6][8700/9365] lr: 3.4273e-01 eta: 1 day, 9:14:11 time: 0.6278 data_time: 0.1109 memory: 16132 grad_norm: 0.9314 loss: 3.1182 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1182 2023/07/20 08:54:22 - mmengine - INFO - Epoch(train) [6][8720/9365] lr: 3.4269e-01 eta: 1 day, 9:13:51 time: 0.6116 data_time: 0.0842 memory: 16132 grad_norm: 0.9434 loss: 3.0866 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0866 2023/07/20 08:54:34 - mmengine - INFO - Epoch(train) [6][8740/9365] lr: 3.4265e-01 eta: 1 day, 9:13:30 time: 0.5941 data_time: 0.0886 memory: 16132 grad_norm: 0.9652 loss: 2.9919 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9919 2023/07/20 08:54:46 - mmengine - INFO - Epoch(train) [6][8760/9365] lr: 3.4261e-01 eta: 1 day, 9:13:11 time: 0.6257 data_time: 0.0837 memory: 16132 grad_norm: 0.9341 loss: 3.2744 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.2744 2023/07/20 08:54:58 - mmengine - INFO - Epoch(train) [6][8780/9365] lr: 3.4257e-01 eta: 1 day, 9:12:51 time: 0.6108 data_time: 0.0812 memory: 16132 grad_norm: 0.9501 loss: 3.1208 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1208 2023/07/20 08:55:10 - mmengine - INFO - Epoch(train) [6][8800/9365] lr: 3.4254e-01 eta: 1 day, 9:12:28 time: 0.5678 data_time: 0.0796 memory: 16132 grad_norm: 0.9504 loss: 3.0908 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 3.0908 2023/07/20 08:55:22 - mmengine - INFO - Epoch(train) [6][8820/9365] lr: 3.4250e-01 eta: 1 day, 9:12:08 time: 0.6056 data_time: 0.0811 memory: 16132 grad_norm: 0.9554 loss: 3.0561 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0561 2023/07/20 08:55:34 - mmengine - INFO - Epoch(train) [6][8840/9365] lr: 3.4246e-01 eta: 1 day, 9:11:49 time: 0.6220 data_time: 0.0839 memory: 16132 grad_norm: 0.9300 loss: 3.2002 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.2002 2023/07/20 08:55:46 - mmengine - INFO - Epoch(train) [6][8860/9365] lr: 3.4242e-01 eta: 1 day, 9:11:27 time: 0.5882 data_time: 0.1003 memory: 16132 grad_norm: 0.9383 loss: 3.0029 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.0029 2023/07/20 08:55:58 - mmengine - INFO - Epoch(train) [6][8880/9365] lr: 3.4238e-01 eta: 1 day, 9:11:07 time: 0.6103 data_time: 0.1131 memory: 16132 grad_norm: 0.9408 loss: 3.0010 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0010 2023/07/20 08:56:10 - mmengine - INFO - Epoch(train) [6][8900/9365] lr: 3.4234e-01 eta: 1 day, 9:10:47 time: 0.6114 data_time: 0.0947 memory: 16132 grad_norm: 0.9557 loss: 3.0944 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 3.0944 2023/07/20 08:56:23 - mmengine - INFO - Epoch(train) [6][8920/9365] lr: 3.4230e-01 eta: 1 day, 9:10:28 time: 0.6249 data_time: 0.0890 memory: 16132 grad_norm: 0.9488 loss: 3.0893 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.0893 2023/07/20 08:56:35 - mmengine - INFO - Epoch(train) [6][8940/9365] lr: 3.4226e-01 eta: 1 day, 9:10:08 time: 0.6003 data_time: 0.0801 memory: 16132 grad_norm: 0.9512 loss: 3.1736 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1736 2023/07/20 08:56:47 - mmengine - INFO - Epoch(train) [6][8960/9365] lr: 3.4222e-01 eta: 1 day, 9:09:47 time: 0.6013 data_time: 0.0792 memory: 16132 grad_norm: 0.9217 loss: 3.1327 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.1327 2023/07/20 08:57:00 - mmengine - INFO - Epoch(train) [6][8980/9365] lr: 3.4218e-01 eta: 1 day, 9:09:28 time: 0.6247 data_time: 0.0914 memory: 16132 grad_norm: 0.9482 loss: 3.1182 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1182 2023/07/20 08:57:12 - mmengine - INFO - Epoch(train) [6][9000/9365] lr: 3.4214e-01 eta: 1 day, 9:09:09 time: 0.6311 data_time: 0.0809 memory: 16132 grad_norm: 0.9560 loss: 2.9867 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9867 2023/07/20 08:57:24 - mmengine - INFO - Epoch(train) [6][9020/9365] lr: 3.4210e-01 eta: 1 day, 9:08:49 time: 0.5984 data_time: 0.0936 memory: 16132 grad_norm: 0.9367 loss: 2.9847 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.9847 2023/07/20 08:57:36 - mmengine - INFO - Epoch(train) [6][9040/9365] lr: 3.4206e-01 eta: 1 day, 9:08:29 time: 0.6077 data_time: 0.0859 memory: 16132 grad_norm: 0.9463 loss: 3.1221 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.1221 2023/07/20 08:57:48 - mmengine - INFO - Epoch(train) [6][9060/9365] lr: 3.4202e-01 eta: 1 day, 9:08:08 time: 0.5974 data_time: 0.0827 memory: 16132 grad_norm: 0.9341 loss: 3.0831 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0831 2023/07/20 08:58:00 - mmengine - INFO - Epoch(train) [6][9080/9365] lr: 3.4199e-01 eta: 1 day, 9:07:48 time: 0.6075 data_time: 0.0926 memory: 16132 grad_norm: 0.9463 loss: 3.0531 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0531 2023/07/20 08:58:12 - mmengine - INFO - Epoch(train) [6][9100/9365] lr: 3.4195e-01 eta: 1 day, 9:07:27 time: 0.5967 data_time: 0.0851 memory: 16132 grad_norm: 0.9512 loss: 3.1360 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1360 2023/07/20 08:58:25 - mmengine - INFO - Epoch(train) [6][9120/9365] lr: 3.4191e-01 eta: 1 day, 9:07:08 time: 0.6308 data_time: 0.1097 memory: 16132 grad_norm: 0.9356 loss: 3.1242 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1242 2023/07/20 08:58:37 - mmengine - INFO - Epoch(train) [6][9140/9365] lr: 3.4187e-01 eta: 1 day, 9:06:48 time: 0.6079 data_time: 0.0954 memory: 16132 grad_norm: 0.9557 loss: 3.1597 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1597 2023/07/20 08:58:50 - mmengine - INFO - Epoch(train) [6][9160/9365] lr: 3.4183e-01 eta: 1 day, 9:06:31 time: 0.6475 data_time: 0.1102 memory: 16132 grad_norm: 0.9305 loss: 2.9489 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9489 2023/07/20 08:58:59 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 08:59:02 - mmengine - INFO - Epoch(train) [6][9180/9365] lr: 3.4179e-01 eta: 1 day, 9:06:10 time: 0.6061 data_time: 0.0809 memory: 16132 grad_norm: 0.9404 loss: 3.1513 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.1513 2023/07/20 08:59:15 - mmengine - INFO - Epoch(train) [6][9200/9365] lr: 3.4175e-01 eta: 1 day, 9:05:51 time: 0.6235 data_time: 0.0817 memory: 16132 grad_norm: 0.9320 loss: 3.0713 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0713 2023/07/20 08:59:26 - mmengine - INFO - Epoch(train) [6][9220/9365] lr: 3.4171e-01 eta: 1 day, 9:05:29 time: 0.5748 data_time: 0.0821 memory: 16132 grad_norm: 0.9421 loss: 3.0380 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0380 2023/07/20 08:59:38 - mmengine - INFO - Epoch(train) [6][9240/9365] lr: 3.4167e-01 eta: 1 day, 9:05:09 time: 0.6056 data_time: 0.1199 memory: 16132 grad_norm: 0.9432 loss: 3.0138 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0138 2023/07/20 08:59:50 - mmengine - INFO - Epoch(train) [6][9260/9365] lr: 3.4163e-01 eta: 1 day, 9:04:48 time: 0.5948 data_time: 0.1061 memory: 16132 grad_norm: 0.9406 loss: 2.9522 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9522 2023/07/20 09:00:02 - mmengine - INFO - Epoch(train) [6][9280/9365] lr: 3.4159e-01 eta: 1 day, 9:04:28 time: 0.6071 data_time: 0.1130 memory: 16132 grad_norm: 0.9437 loss: 3.0191 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0191 2023/07/20 09:00:15 - mmengine - INFO - Epoch(train) [6][9300/9365] lr: 3.4155e-01 eta: 1 day, 9:04:09 time: 0.6165 data_time: 0.1066 memory: 16132 grad_norm: 0.9590 loss: 2.9554 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 2.9554 2023/07/20 09:00:27 - mmengine - INFO - Epoch(train) [6][9320/9365] lr: 3.4151e-01 eta: 1 day, 9:03:50 time: 0.6357 data_time: 0.0868 memory: 16132 grad_norm: 0.9569 loss: 3.2466 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.2466 2023/07/20 09:00:40 - mmengine - INFO - Epoch(train) [6][9340/9365] lr: 3.4147e-01 eta: 1 day, 9:03:31 time: 0.6158 data_time: 0.0756 memory: 16132 grad_norm: 0.9394 loss: 3.2370 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.2370 2023/07/20 09:00:51 - mmengine - INFO - Epoch(train) [6][9360/9365] lr: 3.4143e-01 eta: 1 day, 9:03:08 time: 0.5564 data_time: 0.0810 memory: 16132 grad_norm: 0.9513 loss: 3.1774 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1774 2023/07/20 09:00:53 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 09:00:53 - mmengine - INFO - Epoch(train) [6][9365/9365] lr: 3.4142e-01 eta: 1 day, 9:03:01 time: 0.5420 data_time: 0.0805 memory: 16132 grad_norm: 0.9611 loss: 3.1525 top1_acc: 0.4167 top5_acc: 0.5833 loss_cls: 3.1525 2023/07/20 09:00:53 - mmengine - INFO - Saving checkpoint at 6 epochs 2023/07/20 09:01:10 - mmengine - INFO - Epoch(val) [6][20/78] eta: 0:00:46 time: 0.8004 data_time: 0.5096 memory: 3721 2023/07/20 09:01:21 - mmengine - INFO - Epoch(val) [6][40/78] eta: 0:00:25 time: 0.5393 data_time: 0.2561 memory: 3721 2023/07/20 09:01:34 - mmengine - INFO - Epoch(val) [6][60/78] eta: 0:00:11 time: 0.6461 data_time: 0.3622 memory: 3721 2023/07/20 09:01:44 - mmengine - INFO - Epoch(val) [6][78/78] acc/top1: 0.1635 acc/top5: 0.3589 acc/mean1: 0.1634 data_time: 0.3134 time: 0.5921 2023/07/20 09:02:06 - mmengine - INFO - Epoch(train) [7][ 20/9365] lr: 3.4138e-01 eta: 1 day, 9:03:10 time: 1.0909 data_time: 0.3520 memory: 16132 grad_norm: 0.9343 loss: 3.1061 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.1061 2023/07/20 09:02:18 - mmengine - INFO - Epoch(train) [7][ 40/9365] lr: 3.4134e-01 eta: 1 day, 9:02:51 time: 0.6142 data_time: 0.0800 memory: 16132 grad_norm: 0.9539 loss: 3.0918 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0918 2023/07/20 09:02:30 - mmengine - INFO - Epoch(train) [7][ 60/9365] lr: 3.4130e-01 eta: 1 day, 9:02:30 time: 0.5933 data_time: 0.1066 memory: 16132 grad_norm: 0.9217 loss: 3.0929 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.0929 2023/07/20 09:02:43 - mmengine - INFO - Epoch(train) [7][ 80/9365] lr: 3.4127e-01 eta: 1 day, 9:02:11 time: 0.6340 data_time: 0.0967 memory: 16132 grad_norm: 0.9278 loss: 3.1397 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1397 2023/07/20 09:02:55 - mmengine - INFO - Epoch(train) [7][ 100/9365] lr: 3.4123e-01 eta: 1 day, 9:01:52 time: 0.6106 data_time: 0.0882 memory: 16132 grad_norm: 0.9474 loss: 3.1251 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.1251 2023/07/20 09:03:07 - mmengine - INFO - Epoch(train) [7][ 120/9365] lr: 3.4119e-01 eta: 1 day, 9:01:31 time: 0.5920 data_time: 0.0923 memory: 16132 grad_norm: 0.9283 loss: 3.1101 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1101 2023/07/20 09:03:19 - mmengine - INFO - Epoch(train) [7][ 140/9365] lr: 3.4115e-01 eta: 1 day, 9:01:11 time: 0.6173 data_time: 0.1582 memory: 16132 grad_norm: 0.9311 loss: 3.1596 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.1596 2023/07/20 09:03:31 - mmengine - INFO - Epoch(train) [7][ 160/9365] lr: 3.4111e-01 eta: 1 day, 9:00:51 time: 0.5941 data_time: 0.0830 memory: 16132 grad_norm: 0.9597 loss: 3.0951 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0951 2023/07/20 09:03:45 - mmengine - INFO - Epoch(train) [7][ 180/9365] lr: 3.4107e-01 eta: 1 day, 9:00:34 time: 0.6638 data_time: 0.0828 memory: 16132 grad_norm: 0.9144 loss: 3.1437 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1437 2023/07/20 09:03:56 - mmengine - INFO - Epoch(train) [7][ 200/9365] lr: 3.4103e-01 eta: 1 day, 9:00:12 time: 0.5798 data_time: 0.0826 memory: 16132 grad_norm: 0.9426 loss: 2.9944 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9944 2023/07/20 09:04:09 - mmengine - INFO - Epoch(train) [7][ 220/9365] lr: 3.4099e-01 eta: 1 day, 8:59:53 time: 0.6206 data_time: 0.0878 memory: 16132 grad_norm: 0.9629 loss: 3.1475 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1475 2023/07/20 09:04:20 - mmengine - INFO - Epoch(train) [7][ 240/9365] lr: 3.4095e-01 eta: 1 day, 8:59:32 time: 0.5828 data_time: 0.0819 memory: 16132 grad_norm: 0.9455 loss: 3.0228 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0228 2023/07/20 09:04:33 - mmengine - INFO - Epoch(train) [7][ 260/9365] lr: 3.4091e-01 eta: 1 day, 8:59:13 time: 0.6217 data_time: 0.1129 memory: 16132 grad_norm: 0.9529 loss: 3.0790 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0790 2023/07/20 09:04:45 - mmengine - INFO - Epoch(train) [7][ 280/9365] lr: 3.4087e-01 eta: 1 day, 8:58:54 time: 0.6298 data_time: 0.1091 memory: 16132 grad_norm: 0.9582 loss: 3.0135 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0135 2023/07/20 09:04:57 - mmengine - INFO - Epoch(train) [7][ 300/9365] lr: 3.4083e-01 eta: 1 day, 8:58:34 time: 0.6016 data_time: 0.1163 memory: 16132 grad_norm: 0.9432 loss: 3.1848 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1848 2023/07/20 09:05:10 - mmengine - INFO - Epoch(train) [7][ 320/9365] lr: 3.4079e-01 eta: 1 day, 8:58:15 time: 0.6282 data_time: 0.1025 memory: 16132 grad_norm: 0.9241 loss: 3.1061 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1061 2023/07/20 09:05:22 - mmengine - INFO - Epoch(train) [7][ 340/9365] lr: 3.4075e-01 eta: 1 day, 8:57:55 time: 0.6142 data_time: 0.0961 memory: 16132 grad_norm: 0.9502 loss: 3.0619 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.0619 2023/07/20 09:05:34 - mmengine - INFO - Epoch(train) [7][ 360/9365] lr: 3.4071e-01 eta: 1 day, 8:57:34 time: 0.5908 data_time: 0.0883 memory: 16132 grad_norm: 0.9272 loss: 3.0451 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.0451 2023/07/20 09:05:46 - mmengine - INFO - Epoch(train) [7][ 380/9365] lr: 3.4067e-01 eta: 1 day, 8:57:14 time: 0.5916 data_time: 0.0878 memory: 16132 grad_norm: 0.9433 loss: 3.0831 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.0831 2023/07/20 09:05:58 - mmengine - INFO - Epoch(train) [7][ 400/9365] lr: 3.4063e-01 eta: 1 day, 8:56:53 time: 0.6024 data_time: 0.1237 memory: 16132 grad_norm: 0.9428 loss: 3.1561 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1561 2023/07/20 09:06:10 - mmengine - INFO - Epoch(train) [7][ 420/9365] lr: 3.4059e-01 eta: 1 day, 8:56:34 time: 0.6153 data_time: 0.1040 memory: 16132 grad_norm: 0.9162 loss: 3.0322 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0322 2023/07/20 09:06:23 - mmengine - INFO - Epoch(train) [7][ 440/9365] lr: 3.4055e-01 eta: 1 day, 8:56:15 time: 0.6244 data_time: 0.0819 memory: 16132 grad_norm: 0.9665 loss: 3.0919 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.0919 2023/07/20 09:06:35 - mmengine - INFO - Epoch(train) [7][ 460/9365] lr: 3.4051e-01 eta: 1 day, 8:55:56 time: 0.6173 data_time: 0.0983 memory: 16132 grad_norm: 0.9391 loss: 3.0759 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.0759 2023/07/20 09:06:47 - mmengine - INFO - Epoch(train) [7][ 480/9365] lr: 3.4047e-01 eta: 1 day, 8:55:35 time: 0.5959 data_time: 0.1059 memory: 16132 grad_norm: 0.9469 loss: 3.1178 top1_acc: 0.2188 top5_acc: 0.3438 loss_cls: 3.1178 2023/07/20 09:06:59 - mmengine - INFO - Epoch(train) [7][ 500/9365] lr: 3.4043e-01 eta: 1 day, 8:55:14 time: 0.5870 data_time: 0.0874 memory: 16132 grad_norm: 0.9223 loss: 3.1020 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1020 2023/07/20 09:07:11 - mmengine - INFO - Epoch(train) [7][ 520/9365] lr: 3.4039e-01 eta: 1 day, 8:54:54 time: 0.5983 data_time: 0.0897 memory: 16132 grad_norm: 0.9440 loss: 2.9385 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9385 2023/07/20 09:07:23 - mmengine - INFO - Epoch(train) [7][ 540/9365] lr: 3.4035e-01 eta: 1 day, 8:54:33 time: 0.6049 data_time: 0.0835 memory: 16132 grad_norm: 0.9470 loss: 3.0436 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0436 2023/07/20 09:07:35 - mmengine - INFO - Epoch(train) [7][ 560/9365] lr: 3.4031e-01 eta: 1 day, 8:54:14 time: 0.6152 data_time: 0.1125 memory: 16132 grad_norm: 0.9501 loss: 3.1900 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1900 2023/07/20 09:07:47 - mmengine - INFO - Epoch(train) [7][ 580/9365] lr: 3.4027e-01 eta: 1 day, 8:53:53 time: 0.5831 data_time: 0.1092 memory: 16132 grad_norm: 0.9635 loss: 3.0435 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0435 2023/07/20 09:07:59 - mmengine - INFO - Epoch(train) [7][ 600/9365] lr: 3.4023e-01 eta: 1 day, 8:53:34 time: 0.6266 data_time: 0.0910 memory: 16132 grad_norm: 0.9463 loss: 3.1266 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.1266 2023/07/20 09:08:12 - mmengine - INFO - Epoch(train) [7][ 620/9365] lr: 3.4019e-01 eta: 1 day, 8:53:15 time: 0.6151 data_time: 0.1037 memory: 16132 grad_norm: 0.9442 loss: 3.0792 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.0792 2023/07/20 09:08:24 - mmengine - INFO - Epoch(train) [7][ 640/9365] lr: 3.4015e-01 eta: 1 day, 8:52:54 time: 0.5992 data_time: 0.0811 memory: 16132 grad_norm: 0.9323 loss: 3.1547 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 3.1547 2023/07/20 09:08:36 - mmengine - INFO - Epoch(train) [7][ 660/9365] lr: 3.4011e-01 eta: 1 day, 8:52:35 time: 0.6188 data_time: 0.0863 memory: 16132 grad_norm: 0.9681 loss: 3.0562 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0562 2023/07/20 09:08:48 - mmengine - INFO - Epoch(train) [7][ 680/9365] lr: 3.4007e-01 eta: 1 day, 8:52:14 time: 0.5903 data_time: 0.0878 memory: 16132 grad_norm: 0.9510 loss: 3.1201 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.1201 2023/07/20 09:09:00 - mmengine - INFO - Epoch(train) [7][ 700/9365] lr: 3.4003e-01 eta: 1 day, 8:51:55 time: 0.6129 data_time: 0.1002 memory: 16132 grad_norm: 0.9506 loss: 3.1232 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1232 2023/07/20 09:09:12 - mmengine - INFO - Epoch(train) [7][ 720/9365] lr: 3.3999e-01 eta: 1 day, 8:51:34 time: 0.5881 data_time: 0.0858 memory: 16132 grad_norm: 0.9419 loss: 3.2303 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.2303 2023/07/20 09:09:24 - mmengine - INFO - Epoch(train) [7][ 740/9365] lr: 3.3995e-01 eta: 1 day, 8:51:14 time: 0.6087 data_time: 0.0853 memory: 16132 grad_norm: 0.9433 loss: 3.1260 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1260 2023/07/20 09:09:36 - mmengine - INFO - Epoch(train) [7][ 760/9365] lr: 3.3991e-01 eta: 1 day, 8:50:53 time: 0.5904 data_time: 0.0895 memory: 16132 grad_norm: 0.9474 loss: 3.1398 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.1398 2023/07/20 09:09:48 - mmengine - INFO - Epoch(train) [7][ 780/9365] lr: 3.3987e-01 eta: 1 day, 8:50:34 time: 0.6273 data_time: 0.0875 memory: 16132 grad_norm: 0.9519 loss: 3.0497 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 3.0497 2023/07/20 09:10:01 - mmengine - INFO - Epoch(train) [7][ 800/9365] lr: 3.3983e-01 eta: 1 day, 8:50:14 time: 0.6030 data_time: 0.0847 memory: 16132 grad_norm: 0.9489 loss: 3.1274 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.1274 2023/07/20 09:10:06 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 09:10:13 - mmengine - INFO - Epoch(train) [7][ 820/9365] lr: 3.3979e-01 eta: 1 day, 8:49:55 time: 0.6097 data_time: 0.0885 memory: 16132 grad_norm: 0.9313 loss: 3.1762 top1_acc: 0.2188 top5_acc: 0.7188 loss_cls: 3.1762 2023/07/20 09:10:25 - mmengine - INFO - Epoch(train) [7][ 840/9365] lr: 3.3975e-01 eta: 1 day, 8:49:35 time: 0.6047 data_time: 0.0861 memory: 16132 grad_norm: 0.9336 loss: 3.1868 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.1868 2023/07/20 09:10:37 - mmengine - INFO - Epoch(train) [7][ 860/9365] lr: 3.3971e-01 eta: 1 day, 8:49:15 time: 0.6032 data_time: 0.1076 memory: 16132 grad_norm: 0.9462 loss: 3.0789 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0789 2023/07/20 09:10:49 - mmengine - INFO - Epoch(train) [7][ 880/9365] lr: 3.3967e-01 eta: 1 day, 8:48:55 time: 0.6098 data_time: 0.0778 memory: 16132 grad_norm: 0.9564 loss: 3.1125 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1125 2023/07/20 09:11:01 - mmengine - INFO - Epoch(train) [7][ 900/9365] lr: 3.3963e-01 eta: 1 day, 8:48:36 time: 0.6155 data_time: 0.0837 memory: 16132 grad_norm: 0.9390 loss: 3.0552 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0552 2023/07/20 09:11:14 - mmengine - INFO - Epoch(train) [7][ 920/9365] lr: 3.3959e-01 eta: 1 day, 8:48:18 time: 0.6407 data_time: 0.0806 memory: 16132 grad_norm: 0.9611 loss: 2.9167 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 2.9167 2023/07/20 09:11:26 - mmengine - INFO - Epoch(train) [7][ 940/9365] lr: 3.3955e-01 eta: 1 day, 8:47:58 time: 0.6071 data_time: 0.0866 memory: 16132 grad_norm: 0.9388 loss: 3.0925 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.0925 2023/07/20 09:11:38 - mmengine - INFO - Epoch(train) [7][ 960/9365] lr: 3.3951e-01 eta: 1 day, 8:47:38 time: 0.5988 data_time: 0.0935 memory: 16132 grad_norm: 0.9218 loss: 3.1275 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1275 2023/07/20 09:11:51 - mmengine - INFO - Epoch(train) [7][ 980/9365] lr: 3.3947e-01 eta: 1 day, 8:47:18 time: 0.6088 data_time: 0.1055 memory: 16132 grad_norm: 0.9433 loss: 3.0427 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0427 2023/07/20 09:12:03 - mmengine - INFO - Epoch(train) [7][1000/9365] lr: 3.3943e-01 eta: 1 day, 8:46:59 time: 0.6152 data_time: 0.0838 memory: 16132 grad_norm: 0.9498 loss: 3.2060 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.2060 2023/07/20 09:12:15 - mmengine - INFO - Epoch(train) [7][1020/9365] lr: 3.3939e-01 eta: 1 day, 8:46:39 time: 0.6072 data_time: 0.0834 memory: 16132 grad_norm: 0.9474 loss: 3.1680 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.1680 2023/07/20 09:12:27 - mmengine - INFO - Epoch(train) [7][1040/9365] lr: 3.3935e-01 eta: 1 day, 8:46:20 time: 0.6121 data_time: 0.0811 memory: 16132 grad_norm: 0.9494 loss: 2.9829 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9829 2023/07/20 09:12:39 - mmengine - INFO - Epoch(train) [7][1060/9365] lr: 3.3931e-01 eta: 1 day, 8:46:00 time: 0.6060 data_time: 0.0772 memory: 16132 grad_norm: 0.9551 loss: 3.0910 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0910 2023/07/20 09:12:52 - mmengine - INFO - Epoch(train) [7][1080/9365] lr: 3.3927e-01 eta: 1 day, 8:45:41 time: 0.6248 data_time: 0.0896 memory: 16132 grad_norm: 0.9335 loss: 2.9858 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.9858 2023/07/20 09:13:04 - mmengine - INFO - Epoch(train) [7][1100/9365] lr: 3.3923e-01 eta: 1 day, 8:45:21 time: 0.5986 data_time: 0.0845 memory: 16132 grad_norm: 0.9566 loss: 3.1394 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1394 2023/07/20 09:13:16 - mmengine - INFO - Epoch(train) [7][1120/9365] lr: 3.3919e-01 eta: 1 day, 8:45:01 time: 0.6099 data_time: 0.0814 memory: 16132 grad_norm: 0.9232 loss: 3.1578 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1578 2023/07/20 09:13:28 - mmengine - INFO - Epoch(train) [7][1140/9365] lr: 3.3915e-01 eta: 1 day, 8:44:41 time: 0.5972 data_time: 0.0879 memory: 16132 grad_norm: 0.9405 loss: 3.1585 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1585 2023/07/20 09:13:40 - mmengine - INFO - Epoch(train) [7][1160/9365] lr: 3.3911e-01 eta: 1 day, 8:44:20 time: 0.5842 data_time: 0.1064 memory: 16132 grad_norm: 0.9577 loss: 3.1092 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.1092 2023/07/20 09:13:52 - mmengine - INFO - Epoch(train) [7][1180/9365] lr: 3.3907e-01 eta: 1 day, 8:44:00 time: 0.6078 data_time: 0.1164 memory: 16132 grad_norm: 0.9334 loss: 3.1468 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1468 2023/07/20 09:14:04 - mmengine - INFO - Epoch(train) [7][1200/9365] lr: 3.3903e-01 eta: 1 day, 8:43:39 time: 0.5930 data_time: 0.0841 memory: 16132 grad_norm: 0.9231 loss: 3.0823 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0823 2023/07/20 09:14:16 - mmengine - INFO - Epoch(train) [7][1220/9365] lr: 3.3899e-01 eta: 1 day, 8:43:19 time: 0.5984 data_time: 0.0923 memory: 16132 grad_norm: 0.9498 loss: 2.8983 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.8983 2023/07/20 09:14:28 - mmengine - INFO - Epoch(train) [7][1240/9365] lr: 3.3895e-01 eta: 1 day, 8:43:01 time: 0.6280 data_time: 0.0849 memory: 16132 grad_norm: 0.9414 loss: 3.0094 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0094 2023/07/20 09:14:41 - mmengine - INFO - Epoch(train) [7][1260/9365] lr: 3.3891e-01 eta: 1 day, 8:42:42 time: 0.6285 data_time: 0.1315 memory: 16132 grad_norm: 0.9438 loss: 3.1027 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1027 2023/07/20 09:14:53 - mmengine - INFO - Epoch(train) [7][1280/9365] lr: 3.3887e-01 eta: 1 day, 8:42:22 time: 0.6006 data_time: 0.0851 memory: 16132 grad_norm: 0.9416 loss: 3.1468 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1468 2023/07/20 09:15:05 - mmengine - INFO - Epoch(train) [7][1300/9365] lr: 3.3883e-01 eta: 1 day, 8:42:02 time: 0.6007 data_time: 0.0871 memory: 16132 grad_norm: 0.9531 loss: 3.1736 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1736 2023/07/20 09:15:17 - mmengine - INFO - Epoch(train) [7][1320/9365] lr: 3.3879e-01 eta: 1 day, 8:41:42 time: 0.6003 data_time: 0.0834 memory: 16132 grad_norm: 0.9570 loss: 3.0354 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0354 2023/07/20 09:15:29 - mmengine - INFO - Epoch(train) [7][1340/9365] lr: 3.3875e-01 eta: 1 day, 8:41:22 time: 0.6030 data_time: 0.0873 memory: 16132 grad_norm: 0.9419 loss: 2.9454 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.9454 2023/07/20 09:15:41 - mmengine - INFO - Epoch(train) [7][1360/9365] lr: 3.3871e-01 eta: 1 day, 8:41:01 time: 0.5890 data_time: 0.0822 memory: 16132 grad_norm: 0.9381 loss: 3.0849 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.0849 2023/07/20 09:15:54 - mmengine - INFO - Epoch(train) [7][1380/9365] lr: 3.3867e-01 eta: 1 day, 8:40:43 time: 0.6386 data_time: 0.0850 memory: 16132 grad_norm: 0.9479 loss: 3.2252 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2252 2023/07/20 09:16:05 - mmengine - INFO - Epoch(train) [7][1400/9365] lr: 3.3863e-01 eta: 1 day, 8:40:23 time: 0.5925 data_time: 0.0897 memory: 16132 grad_norm: 0.9366 loss: 3.0137 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.0137 2023/07/20 09:16:18 - mmengine - INFO - Epoch(train) [7][1420/9365] lr: 3.3859e-01 eta: 1 day, 8:40:04 time: 0.6261 data_time: 0.1147 memory: 16132 grad_norm: 0.9534 loss: 3.0119 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0119 2023/07/20 09:16:30 - mmengine - INFO - Epoch(train) [7][1440/9365] lr: 3.3855e-01 eta: 1 day, 8:39:43 time: 0.5823 data_time: 0.0870 memory: 16132 grad_norm: 0.9529 loss: 3.2446 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2446 2023/07/20 09:16:42 - mmengine - INFO - Epoch(train) [7][1460/9365] lr: 3.3851e-01 eta: 1 day, 8:39:23 time: 0.6028 data_time: 0.1237 memory: 16132 grad_norm: 0.9384 loss: 3.2283 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.2283 2023/07/20 09:16:53 - mmengine - INFO - Epoch(train) [7][1480/9365] lr: 3.3847e-01 eta: 1 day, 8:39:02 time: 0.5861 data_time: 0.1079 memory: 16132 grad_norm: 0.9323 loss: 3.1929 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.1929 2023/07/20 09:17:05 - mmengine - INFO - Epoch(train) [7][1500/9365] lr: 3.3843e-01 eta: 1 day, 8:38:42 time: 0.5846 data_time: 0.1057 memory: 16132 grad_norm: 0.9470 loss: 2.9075 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.9075 2023/07/20 09:17:17 - mmengine - INFO - Epoch(train) [7][1520/9365] lr: 3.3839e-01 eta: 1 day, 8:38:22 time: 0.6153 data_time: 0.0993 memory: 16132 grad_norm: 0.9505 loss: 3.1036 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.1036 2023/07/20 09:17:30 - mmengine - INFO - Epoch(train) [7][1540/9365] lr: 3.3835e-01 eta: 1 day, 8:38:03 time: 0.6185 data_time: 0.1055 memory: 16132 grad_norm: 0.9528 loss: 3.1517 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1517 2023/07/20 09:17:42 - mmengine - INFO - Epoch(train) [7][1560/9365] lr: 3.3831e-01 eta: 1 day, 8:37:44 time: 0.6087 data_time: 0.0843 memory: 16132 grad_norm: 0.9330 loss: 2.9891 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9891 2023/07/20 09:17:54 - mmengine - INFO - Epoch(train) [7][1580/9365] lr: 3.3827e-01 eta: 1 day, 8:37:24 time: 0.6112 data_time: 0.0877 memory: 16132 grad_norm: 0.9355 loss: 3.1280 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.1280 2023/07/20 09:18:07 - mmengine - INFO - Epoch(train) [7][1600/9365] lr: 3.3823e-01 eta: 1 day, 8:37:05 time: 0.6172 data_time: 0.0935 memory: 16132 grad_norm: 0.9353 loss: 2.8830 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8830 2023/07/20 09:18:19 - mmengine - INFO - Epoch(train) [7][1620/9365] lr: 3.3819e-01 eta: 1 day, 8:36:45 time: 0.6018 data_time: 0.1012 memory: 16132 grad_norm: 0.9759 loss: 3.1882 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.1882 2023/07/20 09:18:30 - mmengine - INFO - Epoch(train) [7][1640/9365] lr: 3.3814e-01 eta: 1 day, 8:36:25 time: 0.5858 data_time: 0.0814 memory: 16132 grad_norm: 0.9647 loss: 3.1452 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1452 2023/07/20 09:18:42 - mmengine - INFO - Epoch(train) [7][1660/9365] lr: 3.3810e-01 eta: 1 day, 8:36:05 time: 0.6069 data_time: 0.0857 memory: 16132 grad_norm: 0.9466 loss: 3.1268 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.1268 2023/07/20 09:18:55 - mmengine - INFO - Epoch(train) [7][1680/9365] lr: 3.3806e-01 eta: 1 day, 8:35:47 time: 0.6266 data_time: 0.0834 memory: 16132 grad_norm: 0.9534 loss: 2.9989 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9989 2023/07/20 09:19:08 - mmengine - INFO - Epoch(train) [7][1700/9365] lr: 3.3802e-01 eta: 1 day, 8:35:28 time: 0.6267 data_time: 0.0828 memory: 16132 grad_norm: 0.9519 loss: 3.0970 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 3.0970 2023/07/20 09:19:20 - mmengine - INFO - Epoch(train) [7][1720/9365] lr: 3.3798e-01 eta: 1 day, 8:35:09 time: 0.6192 data_time: 0.0783 memory: 16132 grad_norm: 0.9582 loss: 3.0728 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0728 2023/07/20 09:19:32 - mmengine - INFO - Epoch(train) [7][1740/9365] lr: 3.3794e-01 eta: 1 day, 8:34:49 time: 0.5980 data_time: 0.0741 memory: 16132 grad_norm: 0.9483 loss: 3.0421 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0421 2023/07/20 09:19:44 - mmengine - INFO - Epoch(train) [7][1760/9365] lr: 3.3790e-01 eta: 1 day, 8:34:31 time: 0.6255 data_time: 0.1167 memory: 16132 grad_norm: 0.9451 loss: 3.0326 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 3.0326 2023/07/20 09:19:57 - mmengine - INFO - Epoch(train) [7][1780/9365] lr: 3.3786e-01 eta: 1 day, 8:34:12 time: 0.6265 data_time: 0.1109 memory: 16132 grad_norm: 0.9574 loss: 3.1483 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1483 2023/07/20 09:20:10 - mmengine - INFO - Epoch(train) [7][1800/9365] lr: 3.3782e-01 eta: 1 day, 8:33:55 time: 0.6432 data_time: 0.1026 memory: 16132 grad_norm: 0.9374 loss: 3.1094 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1094 2023/07/20 09:20:16 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 09:20:23 - mmengine - INFO - Epoch(train) [7][1820/9365] lr: 3.3778e-01 eta: 1 day, 8:33:37 time: 0.6384 data_time: 0.1317 memory: 16132 grad_norm: 0.9541 loss: 3.0376 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0376 2023/07/20 09:20:34 - mmengine - INFO - Epoch(train) [7][1840/9365] lr: 3.3774e-01 eta: 1 day, 8:33:16 time: 0.5937 data_time: 0.0860 memory: 16132 grad_norm: 0.9570 loss: 3.0056 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0056 2023/07/20 09:20:47 - mmengine - INFO - Epoch(train) [7][1860/9365] lr: 3.3770e-01 eta: 1 day, 8:32:57 time: 0.6077 data_time: 0.0905 memory: 16132 grad_norm: 0.9359 loss: 3.0228 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0228 2023/07/20 09:20:59 - mmengine - INFO - Epoch(train) [7][1880/9365] lr: 3.3766e-01 eta: 1 day, 8:32:38 time: 0.6236 data_time: 0.0805 memory: 16132 grad_norm: 0.9668 loss: 3.0054 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 3.0054 2023/07/20 09:21:12 - mmengine - INFO - Epoch(train) [7][1900/9365] lr: 3.3762e-01 eta: 1 day, 8:32:20 time: 0.6314 data_time: 0.0849 memory: 16132 grad_norm: 0.9460 loss: 3.1499 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1499 2023/07/20 09:21:24 - mmengine - INFO - Epoch(train) [7][1920/9365] lr: 3.3758e-01 eta: 1 day, 8:32:00 time: 0.5918 data_time: 0.0905 memory: 16132 grad_norm: 0.9583 loss: 3.2085 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2085 2023/07/20 09:21:35 - mmengine - INFO - Epoch(train) [7][1940/9365] lr: 3.3754e-01 eta: 1 day, 8:31:39 time: 0.5907 data_time: 0.1005 memory: 16132 grad_norm: 0.9405 loss: 3.0716 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.0716 2023/07/20 09:21:48 - mmengine - INFO - Epoch(train) [7][1960/9365] lr: 3.3750e-01 eta: 1 day, 8:31:21 time: 0.6295 data_time: 0.0843 memory: 16132 grad_norm: 0.9548 loss: 3.1939 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1939 2023/07/20 09:22:00 - mmengine - INFO - Epoch(train) [7][1980/9365] lr: 3.3746e-01 eta: 1 day, 8:31:02 time: 0.6089 data_time: 0.0909 memory: 16132 grad_norm: 0.9427 loss: 3.0671 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0671 2023/07/20 09:22:12 - mmengine - INFO - Epoch(train) [7][2000/9365] lr: 3.3742e-01 eta: 1 day, 8:30:42 time: 0.6112 data_time: 0.0805 memory: 16132 grad_norm: 0.9652 loss: 3.1265 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1265 2023/07/20 09:22:25 - mmengine - INFO - Epoch(train) [7][2020/9365] lr: 3.3737e-01 eta: 1 day, 8:30:23 time: 0.6131 data_time: 0.0853 memory: 16132 grad_norm: 0.9453 loss: 3.2009 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.2009 2023/07/20 09:22:37 - mmengine - INFO - Epoch(train) [7][2040/9365] lr: 3.3733e-01 eta: 1 day, 8:30:04 time: 0.6092 data_time: 0.0916 memory: 16132 grad_norm: 0.9514 loss: 3.1546 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1546 2023/07/20 09:22:49 - mmengine - INFO - Epoch(train) [7][2060/9365] lr: 3.3729e-01 eta: 1 day, 8:29:45 time: 0.6216 data_time: 0.0828 memory: 16132 grad_norm: 0.9443 loss: 2.9670 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.9670 2023/07/20 09:23:02 - mmengine - INFO - Epoch(train) [7][2080/9365] lr: 3.3725e-01 eta: 1 day, 8:29:26 time: 0.6183 data_time: 0.0875 memory: 16132 grad_norm: 0.9561 loss: 3.1613 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.1613 2023/07/20 09:23:14 - mmengine - INFO - Epoch(train) [7][2100/9365] lr: 3.3721e-01 eta: 1 day, 8:29:07 time: 0.6185 data_time: 0.0784 memory: 16132 grad_norm: 0.9500 loss: 2.9099 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9099 2023/07/20 09:23:27 - mmengine - INFO - Epoch(train) [7][2120/9365] lr: 3.3717e-01 eta: 1 day, 8:28:49 time: 0.6221 data_time: 0.0819 memory: 16132 grad_norm: 0.9458 loss: 3.0470 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0470 2023/07/20 09:23:38 - mmengine - INFO - Epoch(train) [7][2140/9365] lr: 3.3713e-01 eta: 1 day, 8:28:28 time: 0.5877 data_time: 0.0832 memory: 16132 grad_norm: 0.9456 loss: 3.1275 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.1275 2023/07/20 09:23:50 - mmengine - INFO - Epoch(train) [7][2160/9365] lr: 3.3709e-01 eta: 1 day, 8:28:08 time: 0.6005 data_time: 0.1011 memory: 16132 grad_norm: 0.9485 loss: 3.2604 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.2604 2023/07/20 09:24:02 - mmengine - INFO - Epoch(train) [7][2180/9365] lr: 3.3705e-01 eta: 1 day, 8:27:48 time: 0.5943 data_time: 0.0741 memory: 16132 grad_norm: 0.9479 loss: 3.1695 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.1695 2023/07/20 09:24:15 - mmengine - INFO - Epoch(train) [7][2200/9365] lr: 3.3701e-01 eta: 1 day, 8:27:30 time: 0.6259 data_time: 0.0844 memory: 16132 grad_norm: 0.9436 loss: 3.1138 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1138 2023/07/20 09:24:27 - mmengine - INFO - Epoch(train) [7][2220/9365] lr: 3.3697e-01 eta: 1 day, 8:27:11 time: 0.6272 data_time: 0.0820 memory: 16132 grad_norm: 0.9651 loss: 3.1302 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.1302 2023/07/20 09:24:40 - mmengine - INFO - Epoch(train) [7][2240/9365] lr: 3.3693e-01 eta: 1 day, 8:26:53 time: 0.6306 data_time: 0.0792 memory: 16132 grad_norm: 0.9369 loss: 2.9646 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9646 2023/07/20 09:24:52 - mmengine - INFO - Epoch(train) [7][2260/9365] lr: 3.3689e-01 eta: 1 day, 8:26:33 time: 0.5879 data_time: 0.0761 memory: 16132 grad_norm: 0.9633 loss: 3.0938 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0938 2023/07/20 09:25:04 - mmengine - INFO - Epoch(train) [7][2280/9365] lr: 3.3685e-01 eta: 1 day, 8:26:13 time: 0.6045 data_time: 0.0947 memory: 16132 grad_norm: 0.9460 loss: 3.2111 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.2111 2023/07/20 09:25:17 - mmengine - INFO - Epoch(train) [7][2300/9365] lr: 3.3680e-01 eta: 1 day, 8:25:56 time: 0.6443 data_time: 0.0810 memory: 16132 grad_norm: 0.9473 loss: 3.1426 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.1426 2023/07/20 09:25:28 - mmengine - INFO - Epoch(train) [7][2320/9365] lr: 3.3676e-01 eta: 1 day, 8:25:35 time: 0.5854 data_time: 0.1054 memory: 16132 grad_norm: 0.9635 loss: 3.2552 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 3.2552 2023/07/20 09:25:40 - mmengine - INFO - Epoch(train) [7][2340/9365] lr: 3.3672e-01 eta: 1 day, 8:25:15 time: 0.6008 data_time: 0.0783 memory: 16132 grad_norm: 0.9542 loss: 2.9081 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 2.9081 2023/07/20 09:25:52 - mmengine - INFO - Epoch(train) [7][2360/9365] lr: 3.3668e-01 eta: 1 day, 8:24:55 time: 0.5963 data_time: 0.0808 memory: 16132 grad_norm: 0.9874 loss: 3.0042 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.0042 2023/07/20 09:26:05 - mmengine - INFO - Epoch(train) [7][2380/9365] lr: 3.3664e-01 eta: 1 day, 8:24:36 time: 0.6110 data_time: 0.0894 memory: 16132 grad_norm: 0.9575 loss: 3.0541 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 3.0541 2023/07/20 09:26:17 - mmengine - INFO - Epoch(train) [7][2400/9365] lr: 3.3660e-01 eta: 1 day, 8:24:16 time: 0.6060 data_time: 0.0866 memory: 16132 grad_norm: 0.9397 loss: 3.1440 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.1440 2023/07/20 09:26:29 - mmengine - INFO - Epoch(train) [7][2420/9365] lr: 3.3656e-01 eta: 1 day, 8:23:57 time: 0.6057 data_time: 0.0856 memory: 16132 grad_norm: 0.9096 loss: 3.0387 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.0387 2023/07/20 09:26:40 - mmengine - INFO - Epoch(train) [7][2440/9365] lr: 3.3652e-01 eta: 1 day, 8:23:36 time: 0.5836 data_time: 0.0824 memory: 16132 grad_norm: 0.9603 loss: 2.9926 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.9926 2023/07/20 09:26:53 - mmengine - INFO - Epoch(train) [7][2460/9365] lr: 3.3648e-01 eta: 1 day, 8:23:18 time: 0.6221 data_time: 0.0958 memory: 16132 grad_norm: 0.9647 loss: 3.1219 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.1219 2023/07/20 09:27:05 - mmengine - INFO - Epoch(train) [7][2480/9365] lr: 3.3644e-01 eta: 1 day, 8:22:59 time: 0.6265 data_time: 0.0858 memory: 16132 grad_norm: 0.9449 loss: 3.2079 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2079 2023/07/20 09:27:18 - mmengine - INFO - Epoch(train) [7][2500/9365] lr: 3.3640e-01 eta: 1 day, 8:22:40 time: 0.6105 data_time: 0.0771 memory: 16132 grad_norm: 0.9479 loss: 2.9598 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.9598 2023/07/20 09:27:29 - mmengine - INFO - Epoch(train) [7][2520/9365] lr: 3.3636e-01 eta: 1 day, 8:22:19 time: 0.5855 data_time: 0.0855 memory: 16132 grad_norm: 0.9264 loss: 3.1950 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1950 2023/07/20 09:27:41 - mmengine - INFO - Epoch(train) [7][2540/9365] lr: 3.3631e-01 eta: 1 day, 8:22:00 time: 0.5998 data_time: 0.1118 memory: 16132 grad_norm: 0.9414 loss: 3.1734 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1734 2023/07/20 09:27:54 - mmengine - INFO - Epoch(train) [7][2560/9365] lr: 3.3627e-01 eta: 1 day, 8:21:41 time: 0.6150 data_time: 0.0851 memory: 16132 grad_norm: 0.9552 loss: 3.0493 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0493 2023/07/20 09:28:05 - mmengine - INFO - Epoch(train) [7][2580/9365] lr: 3.3623e-01 eta: 1 day, 8:21:20 time: 0.5879 data_time: 0.1118 memory: 16132 grad_norm: 0.9487 loss: 3.0877 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0877 2023/07/20 09:28:17 - mmengine - INFO - Epoch(train) [7][2600/9365] lr: 3.3619e-01 eta: 1 day, 8:20:59 time: 0.5766 data_time: 0.0834 memory: 16132 grad_norm: 0.9442 loss: 3.0870 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0870 2023/07/20 09:28:30 - mmengine - INFO - Epoch(train) [7][2620/9365] lr: 3.3615e-01 eta: 1 day, 8:20:41 time: 0.6313 data_time: 0.1259 memory: 16132 grad_norm: 0.9676 loss: 2.9789 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9789 2023/07/20 09:28:41 - mmengine - INFO - Epoch(train) [7][2640/9365] lr: 3.3611e-01 eta: 1 day, 8:20:21 time: 0.5892 data_time: 0.0814 memory: 16132 grad_norm: 0.9759 loss: 3.1617 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1617 2023/07/20 09:28:53 - mmengine - INFO - Epoch(train) [7][2660/9365] lr: 3.3607e-01 eta: 1 day, 8:20:01 time: 0.5999 data_time: 0.0820 memory: 16132 grad_norm: 0.9445 loss: 3.0244 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0244 2023/07/20 09:29:05 - mmengine - INFO - Epoch(train) [7][2680/9365] lr: 3.3603e-01 eta: 1 day, 8:19:41 time: 0.5901 data_time: 0.0943 memory: 16132 grad_norm: 0.9659 loss: 3.0137 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.0137 2023/07/20 09:29:18 - mmengine - INFO - Epoch(train) [7][2700/9365] lr: 3.3599e-01 eta: 1 day, 8:19:22 time: 0.6219 data_time: 0.1501 memory: 16132 grad_norm: 0.9526 loss: 3.1621 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1621 2023/07/20 09:29:30 - mmengine - INFO - Epoch(train) [7][2720/9365] lr: 3.3595e-01 eta: 1 day, 8:19:02 time: 0.5959 data_time: 0.0988 memory: 16132 grad_norm: 0.9494 loss: 3.0363 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0363 2023/07/20 09:29:41 - mmengine - INFO - Epoch(train) [7][2740/9365] lr: 3.3590e-01 eta: 1 day, 8:18:42 time: 0.5916 data_time: 0.0942 memory: 16132 grad_norm: 0.9533 loss: 3.1346 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1346 2023/07/20 09:29:53 - mmengine - INFO - Epoch(train) [7][2760/9365] lr: 3.3586e-01 eta: 1 day, 8:18:21 time: 0.5711 data_time: 0.1027 memory: 16132 grad_norm: 0.9361 loss: 2.9856 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.9856 2023/07/20 09:30:05 - mmengine - INFO - Epoch(train) [7][2780/9365] lr: 3.3582e-01 eta: 1 day, 8:18:02 time: 0.6182 data_time: 0.0887 memory: 16132 grad_norm: 0.9515 loss: 3.1447 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.1447 2023/07/20 09:30:18 - mmengine - INFO - Epoch(train) [7][2800/9365] lr: 3.3578e-01 eta: 1 day, 8:17:44 time: 0.6290 data_time: 0.0956 memory: 16132 grad_norm: 0.9536 loss: 3.1090 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.1090 2023/07/20 09:30:24 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 09:30:30 - mmengine - INFO - Epoch(train) [7][2820/9365] lr: 3.3574e-01 eta: 1 day, 8:17:25 time: 0.6225 data_time: 0.0796 memory: 16132 grad_norm: 0.9422 loss: 3.0700 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0700 2023/07/20 09:30:42 - mmengine - INFO - Epoch(train) [7][2840/9365] lr: 3.3570e-01 eta: 1 day, 8:17:05 time: 0.5906 data_time: 0.0785 memory: 16132 grad_norm: 0.9619 loss: 3.1176 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.1176 2023/07/20 09:30:54 - mmengine - INFO - Epoch(train) [7][2860/9365] lr: 3.3566e-01 eta: 1 day, 8:16:46 time: 0.6117 data_time: 0.0858 memory: 16132 grad_norm: 0.9662 loss: 3.1798 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1798 2023/07/20 09:31:06 - mmengine - INFO - Epoch(train) [7][2880/9365] lr: 3.3562e-01 eta: 1 day, 8:16:27 time: 0.6038 data_time: 0.0792 memory: 16132 grad_norm: 0.9430 loss: 3.1176 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1176 2023/07/20 09:31:18 - mmengine - INFO - Epoch(train) [7][2900/9365] lr: 3.3558e-01 eta: 1 day, 8:16:05 time: 0.5752 data_time: 0.0879 memory: 16132 grad_norm: 0.9285 loss: 3.0786 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.0786 2023/07/20 09:31:30 - mmengine - INFO - Epoch(train) [7][2920/9365] lr: 3.3554e-01 eta: 1 day, 8:15:46 time: 0.6042 data_time: 0.0899 memory: 16132 grad_norm: 0.9536 loss: 3.0799 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0799 2023/07/20 09:31:42 - mmengine - INFO - Epoch(train) [7][2940/9365] lr: 3.3549e-01 eta: 1 day, 8:15:27 time: 0.6142 data_time: 0.0869 memory: 16132 grad_norm: 0.9512 loss: 3.0107 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.0107 2023/07/20 09:31:54 - mmengine - INFO - Epoch(train) [7][2960/9365] lr: 3.3545e-01 eta: 1 day, 8:15:08 time: 0.6034 data_time: 0.0803 memory: 16132 grad_norm: 0.9641 loss: 3.1407 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.1407 2023/07/20 09:32:06 - mmengine - INFO - Epoch(train) [7][2980/9365] lr: 3.3541e-01 eta: 1 day, 8:14:48 time: 0.5973 data_time: 0.1244 memory: 16132 grad_norm: 0.9469 loss: 3.2293 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.2293 2023/07/20 09:32:19 - mmengine - INFO - Epoch(train) [7][3000/9365] lr: 3.3537e-01 eta: 1 day, 8:14:29 time: 0.6183 data_time: 0.1010 memory: 16132 grad_norm: 0.9508 loss: 3.0474 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.0474 2023/07/20 09:32:31 - mmengine - INFO - Epoch(train) [7][3020/9365] lr: 3.3533e-01 eta: 1 day, 8:14:11 time: 0.6289 data_time: 0.1116 memory: 16132 grad_norm: 0.9560 loss: 2.9833 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.9833 2023/07/20 09:32:43 - mmengine - INFO - Epoch(train) [7][3040/9365] lr: 3.3529e-01 eta: 1 day, 8:13:51 time: 0.6008 data_time: 0.0778 memory: 16132 grad_norm: 0.9434 loss: 2.9639 top1_acc: 0.0938 top5_acc: 0.4375 loss_cls: 2.9639 2023/07/20 09:32:55 - mmengine - INFO - Epoch(train) [7][3060/9365] lr: 3.3525e-01 eta: 1 day, 8:13:31 time: 0.5924 data_time: 0.0843 memory: 16132 grad_norm: 0.9515 loss: 3.0975 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.0975 2023/07/20 09:33:07 - mmengine - INFO - Epoch(train) [7][3080/9365] lr: 3.3521e-01 eta: 1 day, 8:13:12 time: 0.6088 data_time: 0.0814 memory: 16132 grad_norm: 0.9420 loss: 3.0625 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0625 2023/07/20 09:33:20 - mmengine - INFO - Epoch(train) [7][3100/9365] lr: 3.3516e-01 eta: 1 day, 8:12:54 time: 0.6298 data_time: 0.0867 memory: 16132 grad_norm: 0.9680 loss: 3.0348 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0348 2023/07/20 09:33:33 - mmengine - INFO - Epoch(train) [7][3120/9365] lr: 3.3512e-01 eta: 1 day, 8:12:36 time: 0.6290 data_time: 0.0798 memory: 16132 grad_norm: 0.9506 loss: 3.0330 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 3.0330 2023/07/20 09:33:45 - mmengine - INFO - Epoch(train) [7][3140/9365] lr: 3.3508e-01 eta: 1 day, 8:12:17 time: 0.6086 data_time: 0.0874 memory: 16132 grad_norm: 0.9393 loss: 2.9811 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9811 2023/07/20 09:33:57 - mmengine - INFO - Epoch(train) [7][3160/9365] lr: 3.3504e-01 eta: 1 day, 8:11:59 time: 0.6311 data_time: 0.1031 memory: 16132 grad_norm: 0.9453 loss: 2.9437 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 2.9437 2023/07/20 09:34:09 - mmengine - INFO - Epoch(train) [7][3180/9365] lr: 3.3500e-01 eta: 1 day, 8:11:38 time: 0.5699 data_time: 0.0758 memory: 16132 grad_norm: 0.9501 loss: 3.1921 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.1921 2023/07/20 09:34:21 - mmengine - INFO - Epoch(train) [7][3200/9365] lr: 3.3496e-01 eta: 1 day, 8:11:19 time: 0.6204 data_time: 0.0985 memory: 16132 grad_norm: 0.9377 loss: 3.0591 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0591 2023/07/20 09:34:34 - mmengine - INFO - Epoch(train) [7][3220/9365] lr: 3.3492e-01 eta: 1 day, 8:11:01 time: 0.6261 data_time: 0.0912 memory: 16132 grad_norm: 0.9624 loss: 3.0380 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0380 2023/07/20 09:34:46 - mmengine - INFO - Epoch(train) [7][3240/9365] lr: 3.3488e-01 eta: 1 day, 8:10:41 time: 0.5986 data_time: 0.0881 memory: 16132 grad_norm: 0.9305 loss: 3.1839 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1839 2023/07/20 09:34:58 - mmengine - INFO - Epoch(train) [7][3260/9365] lr: 3.3483e-01 eta: 1 day, 8:10:23 time: 0.6263 data_time: 0.0759 memory: 16132 grad_norm: 0.9875 loss: 3.0197 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.0197 2023/07/20 09:35:10 - mmengine - INFO - Epoch(train) [7][3280/9365] lr: 3.3479e-01 eta: 1 day, 8:10:04 time: 0.6038 data_time: 0.1136 memory: 16132 grad_norm: 0.9803 loss: 3.2357 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.2357 2023/07/20 09:35:22 - mmengine - INFO - Epoch(train) [7][3300/9365] lr: 3.3475e-01 eta: 1 day, 8:09:43 time: 0.5724 data_time: 0.0850 memory: 16132 grad_norm: 0.9289 loss: 3.0913 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0913 2023/07/20 09:35:35 - mmengine - INFO - Epoch(train) [7][3320/9365] lr: 3.3471e-01 eta: 1 day, 8:09:26 time: 0.6497 data_time: 0.1246 memory: 16132 grad_norm: 0.9690 loss: 2.9567 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9567 2023/07/20 09:35:47 - mmengine - INFO - Epoch(train) [7][3340/9365] lr: 3.3467e-01 eta: 1 day, 8:09:08 time: 0.6281 data_time: 0.1057 memory: 16132 grad_norm: 0.9313 loss: 3.0578 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0578 2023/07/20 09:35:59 - mmengine - INFO - Epoch(train) [7][3360/9365] lr: 3.3463e-01 eta: 1 day, 8:08:48 time: 0.5991 data_time: 0.0925 memory: 16132 grad_norm: 0.9447 loss: 3.0343 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0343 2023/07/20 09:36:11 - mmengine - INFO - Epoch(train) [7][3380/9365] lr: 3.3459e-01 eta: 1 day, 8:08:28 time: 0.5950 data_time: 0.0883 memory: 16132 grad_norm: 0.9476 loss: 3.1098 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.1098 2023/07/20 09:36:24 - mmengine - INFO - Epoch(train) [7][3400/9365] lr: 3.3455e-01 eta: 1 day, 8:08:10 time: 0.6164 data_time: 0.0884 memory: 16132 grad_norm: 0.9365 loss: 3.1116 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.1116 2023/07/20 09:36:35 - mmengine - INFO - Epoch(train) [7][3420/9365] lr: 3.3450e-01 eta: 1 day, 8:07:49 time: 0.5814 data_time: 0.0932 memory: 16132 grad_norm: 0.9424 loss: 3.2447 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.2447 2023/07/20 09:36:48 - mmengine - INFO - Epoch(train) [7][3440/9365] lr: 3.3446e-01 eta: 1 day, 8:07:30 time: 0.6161 data_time: 0.1270 memory: 16132 grad_norm: 0.9641 loss: 2.9937 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9937 2023/07/20 09:37:00 - mmengine - INFO - Epoch(train) [7][3460/9365] lr: 3.3442e-01 eta: 1 day, 8:07:12 time: 0.6122 data_time: 0.1183 memory: 16132 grad_norm: 0.9402 loss: 3.1574 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.1574 2023/07/20 09:37:12 - mmengine - INFO - Epoch(train) [7][3480/9365] lr: 3.3438e-01 eta: 1 day, 8:06:53 time: 0.6151 data_time: 0.1034 memory: 16132 grad_norm: 0.9586 loss: 3.1636 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1636 2023/07/20 09:37:25 - mmengine - INFO - Epoch(train) [7][3500/9365] lr: 3.3434e-01 eta: 1 day, 8:06:34 time: 0.6185 data_time: 0.0814 memory: 16132 grad_norm: 0.9468 loss: 3.2142 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2142 2023/07/20 09:37:36 - mmengine - INFO - Epoch(train) [7][3520/9365] lr: 3.3430e-01 eta: 1 day, 8:06:14 time: 0.5901 data_time: 0.0828 memory: 16132 grad_norm: 0.9520 loss: 3.1254 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1254 2023/07/20 09:37:48 - mmengine - INFO - Epoch(train) [7][3540/9365] lr: 3.3426e-01 eta: 1 day, 8:05:55 time: 0.6000 data_time: 0.0869 memory: 16132 grad_norm: 0.9357 loss: 3.2291 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2291 2023/07/20 09:38:00 - mmengine - INFO - Epoch(train) [7][3560/9365] lr: 3.3421e-01 eta: 1 day, 8:05:35 time: 0.5910 data_time: 0.0785 memory: 16132 grad_norm: 0.9600 loss: 3.0984 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0984 2023/07/20 09:38:13 - mmengine - INFO - Epoch(train) [7][3580/9365] lr: 3.3417e-01 eta: 1 day, 8:05:16 time: 0.6194 data_time: 0.0989 memory: 16132 grad_norm: 0.9753 loss: 3.1087 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1087 2023/07/20 09:38:25 - mmengine - INFO - Epoch(train) [7][3600/9365] lr: 3.3413e-01 eta: 1 day, 8:04:57 time: 0.6054 data_time: 0.0786 memory: 16132 grad_norm: 0.9459 loss: 3.1666 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.1666 2023/07/20 09:38:37 - mmengine - INFO - Epoch(train) [7][3620/9365] lr: 3.3409e-01 eta: 1 day, 8:04:38 time: 0.6149 data_time: 0.1407 memory: 16132 grad_norm: 0.9502 loss: 3.2388 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.2388 2023/07/20 09:38:49 - mmengine - INFO - Epoch(train) [7][3640/9365] lr: 3.3405e-01 eta: 1 day, 8:04:19 time: 0.6048 data_time: 0.0870 memory: 16132 grad_norm: 0.9589 loss: 3.0251 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0251 2023/07/20 09:39:02 - mmengine - INFO - Epoch(train) [7][3660/9365] lr: 3.3401e-01 eta: 1 day, 8:04:02 time: 0.6448 data_time: 0.0963 memory: 16132 grad_norm: 0.9363 loss: 3.1155 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1155 2023/07/20 09:39:14 - mmengine - INFO - Epoch(train) [7][3680/9365] lr: 3.3397e-01 eta: 1 day, 8:03:42 time: 0.5936 data_time: 0.0875 memory: 16132 grad_norm: 0.9325 loss: 3.0449 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.0449 2023/07/20 09:39:26 - mmengine - INFO - Epoch(train) [7][3700/9365] lr: 3.3392e-01 eta: 1 day, 8:03:22 time: 0.5988 data_time: 0.0818 memory: 16132 grad_norm: 0.9627 loss: 3.0044 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0044 2023/07/20 09:39:38 - mmengine - INFO - Epoch(train) [7][3720/9365] lr: 3.3388e-01 eta: 1 day, 8:03:03 time: 0.6061 data_time: 0.0810 memory: 16132 grad_norm: 0.9602 loss: 3.1093 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.1093 2023/07/20 09:39:50 - mmengine - INFO - Epoch(train) [7][3740/9365] lr: 3.3384e-01 eta: 1 day, 8:02:43 time: 0.5931 data_time: 0.0847 memory: 16132 grad_norm: 0.9399 loss: 2.9722 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9722 2023/07/20 09:40:02 - mmengine - INFO - Epoch(train) [7][3760/9365] lr: 3.3380e-01 eta: 1 day, 8:02:24 time: 0.6015 data_time: 0.0871 memory: 16132 grad_norm: 0.9697 loss: 3.0995 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0995 2023/07/20 09:40:14 - mmengine - INFO - Epoch(train) [7][3780/9365] lr: 3.3376e-01 eta: 1 day, 8:02:05 time: 0.6016 data_time: 0.0799 memory: 16132 grad_norm: 0.9353 loss: 3.0138 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0138 2023/07/20 09:40:26 - mmengine - INFO - Epoch(train) [7][3800/9365] lr: 3.3372e-01 eta: 1 day, 8:01:45 time: 0.6058 data_time: 0.0824 memory: 16132 grad_norm: 0.9523 loss: 2.9803 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.9803 2023/07/20 09:40:32 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 09:40:38 - mmengine - INFO - Epoch(train) [7][3820/9365] lr: 3.3367e-01 eta: 1 day, 8:01:26 time: 0.6066 data_time: 0.0832 memory: 16132 grad_norm: 0.9562 loss: 3.0811 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0811 2023/07/20 09:40:50 - mmengine - INFO - Epoch(train) [7][3840/9365] lr: 3.3363e-01 eta: 1 day, 8:01:06 time: 0.5910 data_time: 0.0782 memory: 16132 grad_norm: 0.9390 loss: 3.1336 top1_acc: 0.1250 top5_acc: 0.5312 loss_cls: 3.1336 2023/07/20 09:41:02 - mmengine - INFO - Epoch(train) [7][3860/9365] lr: 3.3359e-01 eta: 1 day, 8:00:46 time: 0.5741 data_time: 0.0870 memory: 16132 grad_norm: 0.9644 loss: 3.0211 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0211 2023/07/20 09:41:14 - mmengine - INFO - Epoch(train) [7][3880/9365] lr: 3.3355e-01 eta: 1 day, 8:00:26 time: 0.6036 data_time: 0.0939 memory: 16132 grad_norm: 0.9539 loss: 3.0103 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0103 2023/07/20 09:41:26 - mmengine - INFO - Epoch(train) [7][3900/9365] lr: 3.3351e-01 eta: 1 day, 8:00:07 time: 0.6075 data_time: 0.0884 memory: 16132 grad_norm: 0.9503 loss: 3.1220 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1220 2023/07/20 09:41:37 - mmengine - INFO - Epoch(train) [7][3920/9365] lr: 3.3347e-01 eta: 1 day, 7:59:46 time: 0.5672 data_time: 0.0852 memory: 16132 grad_norm: 0.9572 loss: 3.0735 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0735 2023/07/20 09:41:49 - mmengine - INFO - Epoch(train) [7][3940/9365] lr: 3.3342e-01 eta: 1 day, 7:59:27 time: 0.6055 data_time: 0.0817 memory: 16132 grad_norm: 0.9411 loss: 3.1263 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.1263 2023/07/20 09:42:02 - mmengine - INFO - Epoch(train) [7][3960/9365] lr: 3.3338e-01 eta: 1 day, 7:59:08 time: 0.6144 data_time: 0.0836 memory: 16132 grad_norm: 0.9594 loss: 3.0933 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0933 2023/07/20 09:42:13 - mmengine - INFO - Epoch(train) [7][3980/9365] lr: 3.3334e-01 eta: 1 day, 7:58:49 time: 0.5974 data_time: 0.0868 memory: 16132 grad_norm: 0.9433 loss: 3.0989 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.0989 2023/07/20 09:42:25 - mmengine - INFO - Epoch(train) [7][4000/9365] lr: 3.3330e-01 eta: 1 day, 7:58:29 time: 0.5943 data_time: 0.0877 memory: 16132 grad_norm: 0.9759 loss: 3.1574 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1574 2023/07/20 09:42:37 - mmengine - INFO - Epoch(train) [7][4020/9365] lr: 3.3326e-01 eta: 1 day, 7:58:10 time: 0.6020 data_time: 0.0893 memory: 16132 grad_norm: 0.9485 loss: 3.0209 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.0209 2023/07/20 09:42:49 - mmengine - INFO - Epoch(train) [7][4040/9365] lr: 3.3322e-01 eta: 1 day, 7:57:49 time: 0.5841 data_time: 0.0897 memory: 16132 grad_norm: 0.9443 loss: 3.1132 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1132 2023/07/20 09:43:02 - mmengine - INFO - Epoch(train) [7][4060/9365] lr: 3.3317e-01 eta: 1 day, 7:57:33 time: 0.6494 data_time: 0.0888 memory: 16132 grad_norm: 0.9540 loss: 3.0576 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.0576 2023/07/20 09:43:14 - mmengine - INFO - Epoch(train) [7][4080/9365] lr: 3.3313e-01 eta: 1 day, 7:57:13 time: 0.5905 data_time: 0.0826 memory: 16132 grad_norm: 0.9398 loss: 3.0023 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.0023 2023/07/20 09:43:26 - mmengine - INFO - Epoch(train) [7][4100/9365] lr: 3.3309e-01 eta: 1 day, 7:56:54 time: 0.6108 data_time: 0.1046 memory: 16132 grad_norm: 0.9579 loss: 3.1252 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.1252 2023/07/20 09:43:39 - mmengine - INFO - Epoch(train) [7][4120/9365] lr: 3.3305e-01 eta: 1 day, 7:56:35 time: 0.6179 data_time: 0.0814 memory: 16132 grad_norm: 0.9662 loss: 2.9627 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9627 2023/07/20 09:43:51 - mmengine - INFO - Epoch(train) [7][4140/9365] lr: 3.3301e-01 eta: 1 day, 7:56:17 time: 0.6163 data_time: 0.0831 memory: 16132 grad_norm: 0.9532 loss: 3.1776 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1776 2023/07/20 09:44:03 - mmengine - INFO - Epoch(train) [7][4160/9365] lr: 3.3297e-01 eta: 1 day, 7:55:59 time: 0.6241 data_time: 0.0933 memory: 16132 grad_norm: 0.9527 loss: 3.1197 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1197 2023/07/20 09:44:16 - mmengine - INFO - Epoch(train) [7][4180/9365] lr: 3.3292e-01 eta: 1 day, 7:55:41 time: 0.6271 data_time: 0.0906 memory: 16132 grad_norm: 0.9634 loss: 3.0926 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0926 2023/07/20 09:44:29 - mmengine - INFO - Epoch(train) [7][4200/9365] lr: 3.3288e-01 eta: 1 day, 7:55:24 time: 0.6541 data_time: 0.1009 memory: 16132 grad_norm: 0.9491 loss: 3.1143 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1143 2023/07/20 09:44:41 - mmengine - INFO - Epoch(train) [7][4220/9365] lr: 3.3284e-01 eta: 1 day, 7:55:06 time: 0.6193 data_time: 0.0879 memory: 16132 grad_norm: 0.9547 loss: 3.2527 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.2527 2023/07/20 09:44:54 - mmengine - INFO - Epoch(train) [7][4240/9365] lr: 3.3280e-01 eta: 1 day, 7:54:48 time: 0.6274 data_time: 0.1090 memory: 16132 grad_norm: 0.9627 loss: 2.9946 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.9946 2023/07/20 09:45:08 - mmengine - INFO - Epoch(train) [7][4260/9365] lr: 3.3276e-01 eta: 1 day, 7:54:35 time: 0.7081 data_time: 0.1024 memory: 16132 grad_norm: 0.9528 loss: 3.0468 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0468 2023/07/20 09:45:26 - mmengine - INFO - Epoch(train) [7][4280/9365] lr: 3.3272e-01 eta: 1 day, 7:54:32 time: 0.9042 data_time: 0.0931 memory: 16132 grad_norm: 0.9494 loss: 3.0327 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.0327 2023/07/20 09:45:42 - mmengine - INFO - Epoch(train) [7][4300/9365] lr: 3.3267e-01 eta: 1 day, 7:54:23 time: 0.8020 data_time: 0.0774 memory: 16132 grad_norm: 0.9509 loss: 3.1655 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.1655 2023/07/20 09:46:01 - mmengine - INFO - Epoch(train) [7][4320/9365] lr: 3.3263e-01 eta: 1 day, 7:54:21 time: 0.9166 data_time: 0.0818 memory: 16132 grad_norm: 0.9610 loss: 2.9787 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9787 2023/07/20 09:46:15 - mmengine - INFO - Epoch(train) [7][4340/9365] lr: 3.3259e-01 eta: 1 day, 7:54:09 time: 0.7286 data_time: 0.0841 memory: 16132 grad_norm: 0.9609 loss: 3.1415 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1415 2023/07/20 09:46:28 - mmengine - INFO - Epoch(train) [7][4360/9365] lr: 3.3255e-01 eta: 1 day, 7:53:52 time: 0.6482 data_time: 0.1018 memory: 16132 grad_norm: 0.9624 loss: 3.0478 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0478 2023/07/20 09:46:41 - mmengine - INFO - Epoch(train) [7][4380/9365] lr: 3.3251e-01 eta: 1 day, 7:53:34 time: 0.6306 data_time: 0.0870 memory: 16132 grad_norm: 0.9757 loss: 3.0690 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0690 2023/07/20 09:46:53 - mmengine - INFO - Epoch(train) [7][4400/9365] lr: 3.3246e-01 eta: 1 day, 7:53:15 time: 0.5995 data_time: 0.0924 memory: 16132 grad_norm: 0.9457 loss: 3.1903 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.1903 2023/07/20 09:47:05 - mmengine - INFO - Epoch(train) [7][4420/9365] lr: 3.3242e-01 eta: 1 day, 7:52:55 time: 0.5891 data_time: 0.0832 memory: 16132 grad_norm: 0.9549 loss: 3.1243 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.1243 2023/07/20 09:47:17 - mmengine - INFO - Epoch(train) [7][4440/9365] lr: 3.3238e-01 eta: 1 day, 7:52:37 time: 0.6305 data_time: 0.0991 memory: 16132 grad_norm: 0.9568 loss: 3.1214 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1214 2023/07/20 09:47:30 - mmengine - INFO - Epoch(train) [7][4460/9365] lr: 3.3234e-01 eta: 1 day, 7:52:19 time: 0.6185 data_time: 0.0894 memory: 16132 grad_norm: 0.9450 loss: 2.9784 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.9784 2023/07/20 09:47:41 - mmengine - INFO - Epoch(train) [7][4480/9365] lr: 3.3230e-01 eta: 1 day, 7:51:59 time: 0.5910 data_time: 0.0805 memory: 16132 grad_norm: 0.9416 loss: 3.0851 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0851 2023/07/20 09:47:54 - mmengine - INFO - Epoch(train) [7][4500/9365] lr: 3.3225e-01 eta: 1 day, 7:51:41 time: 0.6139 data_time: 0.1087 memory: 16132 grad_norm: 0.9692 loss: 3.0708 top1_acc: 0.2188 top5_acc: 0.3750 loss_cls: 3.0708 2023/07/20 09:48:06 - mmengine - INFO - Epoch(train) [7][4520/9365] lr: 3.3221e-01 eta: 1 day, 7:51:22 time: 0.6096 data_time: 0.0945 memory: 16132 grad_norm: 0.9429 loss: 3.0829 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.0829 2023/07/20 09:48:18 - mmengine - INFO - Epoch(train) [7][4540/9365] lr: 3.3217e-01 eta: 1 day, 7:51:04 time: 0.6205 data_time: 0.1053 memory: 16132 grad_norm: 0.9513 loss: 2.9704 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9704 2023/07/20 09:48:30 - mmengine - INFO - Epoch(train) [7][4560/9365] lr: 3.3213e-01 eta: 1 day, 7:50:45 time: 0.6068 data_time: 0.0909 memory: 16132 grad_norm: 0.9631 loss: 3.1325 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.1325 2023/07/20 09:48:43 - mmengine - INFO - Epoch(train) [7][4580/9365] lr: 3.3209e-01 eta: 1 day, 7:50:27 time: 0.6272 data_time: 0.0989 memory: 16132 grad_norm: 0.9617 loss: 3.2485 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.2485 2023/07/20 09:48:55 - mmengine - INFO - Epoch(train) [7][4600/9365] lr: 3.3204e-01 eta: 1 day, 7:50:08 time: 0.6185 data_time: 0.0928 memory: 16132 grad_norm: 0.9602 loss: 2.9749 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 2.9749 2023/07/20 09:49:08 - mmengine - INFO - Epoch(train) [7][4620/9365] lr: 3.3200e-01 eta: 1 day, 7:49:50 time: 0.6126 data_time: 0.0831 memory: 16132 grad_norm: 0.9732 loss: 3.0953 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0953 2023/07/20 09:49:21 - mmengine - INFO - Epoch(train) [7][4640/9365] lr: 3.3196e-01 eta: 1 day, 7:49:33 time: 0.6462 data_time: 0.0855 memory: 16132 grad_norm: 0.9640 loss: 3.1611 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1611 2023/07/20 09:49:32 - mmengine - INFO - Epoch(train) [7][4660/9365] lr: 3.3192e-01 eta: 1 day, 7:49:13 time: 0.5868 data_time: 0.0844 memory: 16132 grad_norm: 0.9670 loss: 3.1856 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1856 2023/07/20 09:49:44 - mmengine - INFO - Epoch(train) [7][4680/9365] lr: 3.3188e-01 eta: 1 day, 7:48:54 time: 0.6079 data_time: 0.0819 memory: 16132 grad_norm: 0.9532 loss: 3.0436 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0436 2023/07/20 09:49:57 - mmengine - INFO - Epoch(train) [7][4700/9365] lr: 3.3183e-01 eta: 1 day, 7:48:35 time: 0.6091 data_time: 0.1111 memory: 16132 grad_norm: 0.9542 loss: 3.0233 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.0233 2023/07/20 09:50:09 - mmengine - INFO - Epoch(train) [7][4720/9365] lr: 3.3179e-01 eta: 1 day, 7:48:17 time: 0.6232 data_time: 0.1242 memory: 16132 grad_norm: 0.9706 loss: 3.0319 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 3.0319 2023/07/20 09:50:21 - mmengine - INFO - Epoch(train) [7][4740/9365] lr: 3.3175e-01 eta: 1 day, 7:47:58 time: 0.6081 data_time: 0.0770 memory: 16132 grad_norm: 0.9467 loss: 2.9945 top1_acc: 0.1562 top5_acc: 0.3125 loss_cls: 2.9945 2023/07/20 09:50:34 - mmengine - INFO - Epoch(train) [7][4760/9365] lr: 3.3171e-01 eta: 1 day, 7:47:40 time: 0.6142 data_time: 0.1153 memory: 16132 grad_norm: 0.9549 loss: 3.0377 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0377 2023/07/20 09:50:46 - mmengine - INFO - Epoch(train) [7][4780/9365] lr: 3.3167e-01 eta: 1 day, 7:47:22 time: 0.6334 data_time: 0.0980 memory: 16132 grad_norm: 0.9562 loss: 3.1472 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.1472 2023/07/20 09:50:59 - mmengine - INFO - Epoch(train) [7][4800/9365] lr: 3.3162e-01 eta: 1 day, 7:47:04 time: 0.6159 data_time: 0.0969 memory: 16132 grad_norm: 0.9434 loss: 2.9728 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9728 2023/07/20 09:51:04 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 09:51:10 - mmengine - INFO - Epoch(train) [7][4820/9365] lr: 3.3158e-01 eta: 1 day, 7:46:44 time: 0.5788 data_time: 0.0884 memory: 16132 grad_norm: 0.9534 loss: 3.1968 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1968 2023/07/20 09:51:23 - mmengine - INFO - Epoch(train) [7][4840/9365] lr: 3.3154e-01 eta: 1 day, 7:46:25 time: 0.6190 data_time: 0.1242 memory: 16132 grad_norm: 0.9560 loss: 3.0692 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0692 2023/07/20 09:51:34 - mmengine - INFO - Epoch(train) [7][4860/9365] lr: 3.3150e-01 eta: 1 day, 7:46:05 time: 0.5770 data_time: 0.0819 memory: 16132 grad_norm: 0.9696 loss: 3.0092 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.0092 2023/07/20 09:51:46 - mmengine - INFO - Epoch(train) [7][4880/9365] lr: 3.3146e-01 eta: 1 day, 7:45:45 time: 0.5985 data_time: 0.1013 memory: 16132 grad_norm: 0.9556 loss: 3.1540 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1540 2023/07/20 09:51:59 - mmengine - INFO - Epoch(train) [7][4900/9365] lr: 3.3141e-01 eta: 1 day, 7:45:28 time: 0.6290 data_time: 0.0823 memory: 16132 grad_norm: 0.9362 loss: 3.0320 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0320 2023/07/20 09:52:10 - mmengine - INFO - Epoch(train) [7][4920/9365] lr: 3.3137e-01 eta: 1 day, 7:45:08 time: 0.5925 data_time: 0.0828 memory: 16132 grad_norm: 0.9607 loss: 3.0627 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.0627 2023/07/20 09:52:22 - mmengine - INFO - Epoch(train) [7][4940/9365] lr: 3.3133e-01 eta: 1 day, 7:44:49 time: 0.5974 data_time: 0.1040 memory: 16132 grad_norm: 0.9802 loss: 3.0532 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 3.0532 2023/07/20 09:52:34 - mmengine - INFO - Epoch(train) [7][4960/9365] lr: 3.3129e-01 eta: 1 day, 7:44:29 time: 0.5849 data_time: 0.1121 memory: 16132 grad_norm: 0.9532 loss: 3.0733 top1_acc: 0.3750 top5_acc: 0.4062 loss_cls: 3.0733 2023/07/20 09:52:46 - mmengine - INFO - Epoch(train) [7][4980/9365] lr: 3.3124e-01 eta: 1 day, 7:44:10 time: 0.6151 data_time: 0.0866 memory: 16132 grad_norm: 0.9452 loss: 3.1899 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1899 2023/07/20 09:52:59 - mmengine - INFO - Epoch(train) [7][5000/9365] lr: 3.3120e-01 eta: 1 day, 7:43:52 time: 0.6188 data_time: 0.0848 memory: 16132 grad_norm: 0.9610 loss: 3.0818 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0818 2023/07/20 09:53:11 - mmengine - INFO - Epoch(train) [7][5020/9365] lr: 3.3116e-01 eta: 1 day, 7:43:33 time: 0.6093 data_time: 0.0972 memory: 16132 grad_norm: 0.9615 loss: 3.2276 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.2276 2023/07/20 09:53:23 - mmengine - INFO - Epoch(train) [7][5040/9365] lr: 3.3112e-01 eta: 1 day, 7:43:13 time: 0.5835 data_time: 0.0795 memory: 16132 grad_norm: 0.9444 loss: 2.9478 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 2.9478 2023/07/20 09:53:35 - mmengine - INFO - Epoch(train) [7][5060/9365] lr: 3.3108e-01 eta: 1 day, 7:42:55 time: 0.6248 data_time: 0.0799 memory: 16132 grad_norm: 0.9727 loss: 3.0279 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0279 2023/07/20 09:53:47 - mmengine - INFO - Epoch(train) [7][5080/9365] lr: 3.3103e-01 eta: 1 day, 7:42:36 time: 0.5914 data_time: 0.0830 memory: 16132 grad_norm: 0.9549 loss: 3.1310 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1310 2023/07/20 09:53:59 - mmengine - INFO - Epoch(train) [7][5100/9365] lr: 3.3099e-01 eta: 1 day, 7:42:17 time: 0.6078 data_time: 0.0794 memory: 16132 grad_norm: 0.9712 loss: 2.9983 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9983 2023/07/20 09:54:11 - mmengine - INFO - Epoch(train) [7][5120/9365] lr: 3.3095e-01 eta: 1 day, 7:41:57 time: 0.5894 data_time: 0.0871 memory: 16132 grad_norm: 0.9772 loss: 3.2042 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2042 2023/07/20 09:54:23 - mmengine - INFO - Epoch(train) [7][5140/9365] lr: 3.3091e-01 eta: 1 day, 7:41:37 time: 0.5769 data_time: 0.0854 memory: 16132 grad_norm: 0.9672 loss: 3.2540 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2540 2023/07/20 09:54:35 - mmengine - INFO - Epoch(train) [7][5160/9365] lr: 3.3086e-01 eta: 1 day, 7:41:18 time: 0.6159 data_time: 0.0810 memory: 16132 grad_norm: 0.9320 loss: 3.1191 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1191 2023/07/20 09:54:47 - mmengine - INFO - Epoch(train) [7][5180/9365] lr: 3.3082e-01 eta: 1 day, 7:40:58 time: 0.5855 data_time: 0.0797 memory: 16132 grad_norm: 0.9502 loss: 3.0432 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0432 2023/07/20 09:54:59 - mmengine - INFO - Epoch(train) [7][5200/9365] lr: 3.3078e-01 eta: 1 day, 7:40:40 time: 0.6183 data_time: 0.0824 memory: 16132 grad_norm: 0.9490 loss: 2.9937 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9937 2023/07/20 09:55:11 - mmengine - INFO - Epoch(train) [7][5220/9365] lr: 3.3074e-01 eta: 1 day, 7:40:21 time: 0.5933 data_time: 0.0859 memory: 16132 grad_norm: 0.9417 loss: 3.0298 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0298 2023/07/20 09:55:23 - mmengine - INFO - Epoch(train) [7][5240/9365] lr: 3.3070e-01 eta: 1 day, 7:40:01 time: 0.5962 data_time: 0.0969 memory: 16132 grad_norm: 0.9696 loss: 3.2200 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.2200 2023/07/20 09:55:35 - mmengine - INFO - Epoch(train) [7][5260/9365] lr: 3.3065e-01 eta: 1 day, 7:39:42 time: 0.6006 data_time: 0.0862 memory: 16132 grad_norm: 0.9774 loss: 3.0816 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0816 2023/07/20 09:55:47 - mmengine - INFO - Epoch(train) [7][5280/9365] lr: 3.3061e-01 eta: 1 day, 7:39:23 time: 0.6102 data_time: 0.0866 memory: 16132 grad_norm: 0.9601 loss: 3.1376 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.1376 2023/07/20 09:56:00 - mmengine - INFO - Epoch(train) [7][5300/9365] lr: 3.3057e-01 eta: 1 day, 7:39:06 time: 0.6245 data_time: 0.0994 memory: 16132 grad_norm: 0.9633 loss: 3.0499 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0499 2023/07/20 09:56:12 - mmengine - INFO - Epoch(train) [7][5320/9365] lr: 3.3053e-01 eta: 1 day, 7:38:47 time: 0.6154 data_time: 0.1144 memory: 16132 grad_norm: 0.9615 loss: 3.0706 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.0706 2023/07/20 09:56:24 - mmengine - INFO - Epoch(train) [7][5340/9365] lr: 3.3048e-01 eta: 1 day, 7:38:29 time: 0.6103 data_time: 0.0815 memory: 16132 grad_norm: 0.9582 loss: 3.0992 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0992 2023/07/20 09:56:36 - mmengine - INFO - Epoch(train) [7][5360/9365] lr: 3.3044e-01 eta: 1 day, 7:38:10 time: 0.6147 data_time: 0.0857 memory: 16132 grad_norm: 0.9626 loss: 3.1267 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1267 2023/07/20 09:56:49 - mmengine - INFO - Epoch(train) [7][5380/9365] lr: 3.3040e-01 eta: 1 day, 7:37:52 time: 0.6145 data_time: 0.0815 memory: 16132 grad_norm: 0.9890 loss: 3.1356 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1356 2023/07/20 09:57:00 - mmengine - INFO - Epoch(train) [7][5400/9365] lr: 3.3036e-01 eta: 1 day, 7:37:32 time: 0.5789 data_time: 0.0972 memory: 16132 grad_norm: 0.9657 loss: 3.1673 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1673 2023/07/20 09:57:12 - mmengine - INFO - Epoch(train) [7][5420/9365] lr: 3.3031e-01 eta: 1 day, 7:37:13 time: 0.6110 data_time: 0.0839 memory: 16132 grad_norm: 0.9502 loss: 3.0349 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0349 2023/07/20 09:57:24 - mmengine - INFO - Epoch(train) [7][5440/9365] lr: 3.3027e-01 eta: 1 day, 7:36:54 time: 0.5916 data_time: 0.0818 memory: 16132 grad_norm: 0.9545 loss: 3.1764 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.1764 2023/07/20 09:57:36 - mmengine - INFO - Epoch(train) [7][5460/9365] lr: 3.3023e-01 eta: 1 day, 7:36:34 time: 0.5978 data_time: 0.0875 memory: 16132 grad_norm: 0.9475 loss: 3.0492 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0492 2023/07/20 09:57:48 - mmengine - INFO - Epoch(train) [7][5480/9365] lr: 3.3019e-01 eta: 1 day, 7:36:15 time: 0.5963 data_time: 0.0875 memory: 16132 grad_norm: 0.9575 loss: 3.1307 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1307 2023/07/20 09:58:00 - mmengine - INFO - Epoch(train) [7][5500/9365] lr: 3.3014e-01 eta: 1 day, 7:35:56 time: 0.6104 data_time: 0.0823 memory: 16132 grad_norm: 0.9741 loss: 3.0247 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.0247 2023/07/20 09:58:13 - mmengine - INFO - Epoch(train) [7][5520/9365] lr: 3.3010e-01 eta: 1 day, 7:35:38 time: 0.6211 data_time: 0.1002 memory: 16132 grad_norm: 0.9498 loss: 3.1863 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 3.1863 2023/07/20 09:58:25 - mmengine - INFO - Epoch(train) [7][5540/9365] lr: 3.3006e-01 eta: 1 day, 7:35:20 time: 0.6170 data_time: 0.0837 memory: 16132 grad_norm: 0.9703 loss: 2.9416 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.9416 2023/07/20 09:58:37 - mmengine - INFO - Epoch(train) [7][5560/9365] lr: 3.3002e-01 eta: 1 day, 7:35:01 time: 0.6005 data_time: 0.1023 memory: 16132 grad_norm: 0.9633 loss: 3.1280 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1280 2023/07/20 09:58:49 - mmengine - INFO - Epoch(train) [7][5580/9365] lr: 3.2997e-01 eta: 1 day, 7:34:42 time: 0.5914 data_time: 0.1005 memory: 16132 grad_norm: 0.9345 loss: 3.0820 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0820 2023/07/20 09:59:01 - mmengine - INFO - Epoch(train) [7][5600/9365] lr: 3.2993e-01 eta: 1 day, 7:34:23 time: 0.6097 data_time: 0.0858 memory: 16132 grad_norm: 0.9789 loss: 3.0208 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0208 2023/07/20 09:59:13 - mmengine - INFO - Epoch(train) [7][5620/9365] lr: 3.2989e-01 eta: 1 day, 7:34:04 time: 0.5997 data_time: 0.0845 memory: 16132 grad_norm: 0.9523 loss: 3.1001 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1001 2023/07/20 09:59:25 - mmengine - INFO - Epoch(train) [7][5640/9365] lr: 3.2985e-01 eta: 1 day, 7:33:45 time: 0.5952 data_time: 0.0814 memory: 16132 grad_norm: 0.9697 loss: 3.0838 top1_acc: 0.1250 top5_acc: 0.5312 loss_cls: 3.0838 2023/07/20 09:59:38 - mmengine - INFO - Epoch(train) [7][5660/9365] lr: 3.2980e-01 eta: 1 day, 7:33:27 time: 0.6344 data_time: 0.0795 memory: 16132 grad_norm: 0.9512 loss: 3.0437 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0437 2023/07/20 09:59:50 - mmengine - INFO - Epoch(train) [7][5680/9365] lr: 3.2976e-01 eta: 1 day, 7:33:10 time: 0.6276 data_time: 0.1198 memory: 16132 grad_norm: 0.9715 loss: 3.0309 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.0309 2023/07/20 10:00:03 - mmengine - INFO - Epoch(train) [7][5700/9365] lr: 3.2972e-01 eta: 1 day, 7:32:51 time: 0.6039 data_time: 0.1033 memory: 16132 grad_norm: 0.9574 loss: 3.0951 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.0951 2023/07/20 10:00:15 - mmengine - INFO - Epoch(train) [7][5720/9365] lr: 3.2968e-01 eta: 1 day, 7:32:32 time: 0.6093 data_time: 0.0947 memory: 16132 grad_norm: 0.9598 loss: 3.1302 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1302 2023/07/20 10:00:28 - mmengine - INFO - Epoch(train) [7][5740/9365] lr: 3.2963e-01 eta: 1 day, 7:32:16 time: 0.6461 data_time: 0.1030 memory: 16132 grad_norm: 0.9790 loss: 2.9807 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 2.9807 2023/07/20 10:00:40 - mmengine - INFO - Epoch(train) [7][5760/9365] lr: 3.2959e-01 eta: 1 day, 7:31:56 time: 0.5931 data_time: 0.0960 memory: 16132 grad_norm: 0.9886 loss: 3.0519 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0519 2023/07/20 10:00:51 - mmengine - INFO - Epoch(train) [7][5780/9365] lr: 3.2955e-01 eta: 1 day, 7:31:37 time: 0.5974 data_time: 0.0840 memory: 16132 grad_norm: 0.9765 loss: 3.1433 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.1433 2023/07/20 10:01:03 - mmengine - INFO - Epoch(train) [7][5800/9365] lr: 3.2951e-01 eta: 1 day, 7:31:18 time: 0.5980 data_time: 0.0839 memory: 16132 grad_norm: 0.9555 loss: 3.2669 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.2669 2023/07/20 10:01:09 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 10:01:15 - mmengine - INFO - Epoch(train) [7][5820/9365] lr: 3.2946e-01 eta: 1 day, 7:30:58 time: 0.5866 data_time: 0.1051 memory: 16132 grad_norm: 0.9560 loss: 3.0029 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0029 2023/07/20 10:01:27 - mmengine - INFO - Epoch(train) [7][5840/9365] lr: 3.2942e-01 eta: 1 day, 7:30:38 time: 0.5855 data_time: 0.0947 memory: 16132 grad_norm: 0.9607 loss: 3.0011 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0011 2023/07/20 10:01:40 - mmengine - INFO - Epoch(train) [7][5860/9365] lr: 3.2938e-01 eta: 1 day, 7:30:21 time: 0.6390 data_time: 0.0984 memory: 16132 grad_norm: 0.9508 loss: 3.0888 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0888 2023/07/20 10:01:52 - mmengine - INFO - Epoch(train) [7][5880/9365] lr: 3.2934e-01 eta: 1 day, 7:30:04 time: 0.6351 data_time: 0.1234 memory: 16132 grad_norm: 0.9740 loss: 3.1879 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1879 2023/07/20 10:02:04 - mmengine - INFO - Epoch(train) [7][5900/9365] lr: 3.2929e-01 eta: 1 day, 7:29:44 time: 0.5824 data_time: 0.0802 memory: 16132 grad_norm: 0.9412 loss: 3.0657 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0657 2023/07/20 10:02:16 - mmengine - INFO - Epoch(train) [7][5920/9365] lr: 3.2925e-01 eta: 1 day, 7:29:26 time: 0.6168 data_time: 0.1047 memory: 16132 grad_norm: 0.9444 loss: 3.1227 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1227 2023/07/20 10:02:29 - mmengine - INFO - Epoch(train) [7][5940/9365] lr: 3.2921e-01 eta: 1 day, 7:29:07 time: 0.6068 data_time: 0.1061 memory: 16132 grad_norm: 0.9694 loss: 3.0843 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.0843 2023/07/20 10:02:41 - mmengine - INFO - Epoch(train) [7][5960/9365] lr: 3.2917e-01 eta: 1 day, 7:28:51 time: 0.6432 data_time: 0.1252 memory: 16132 grad_norm: 0.9491 loss: 2.9985 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 2.9985 2023/07/20 10:02:53 - mmengine - INFO - Epoch(train) [7][5980/9365] lr: 3.2912e-01 eta: 1 day, 7:28:32 time: 0.6032 data_time: 0.0869 memory: 16132 grad_norm: 0.9313 loss: 3.0499 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0499 2023/07/20 10:03:06 - mmengine - INFO - Epoch(train) [7][6000/9365] lr: 3.2908e-01 eta: 1 day, 7:28:13 time: 0.6121 data_time: 0.0817 memory: 16132 grad_norm: 0.9528 loss: 3.0564 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0564 2023/07/20 10:03:18 - mmengine - INFO - Epoch(train) [7][6020/9365] lr: 3.2904e-01 eta: 1 day, 7:27:55 time: 0.6169 data_time: 0.1017 memory: 16132 grad_norm: 0.9405 loss: 2.9915 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.9915 2023/07/20 10:03:31 - mmengine - INFO - Epoch(train) [7][6040/9365] lr: 3.2899e-01 eta: 1 day, 7:27:38 time: 0.6386 data_time: 0.1130 memory: 16132 grad_norm: 0.9774 loss: 3.0634 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0634 2023/07/20 10:03:43 - mmengine - INFO - Epoch(train) [7][6060/9365] lr: 3.2895e-01 eta: 1 day, 7:27:20 time: 0.6209 data_time: 0.0890 memory: 16132 grad_norm: 0.9658 loss: 3.1245 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1245 2023/07/20 10:03:57 - mmengine - INFO - Epoch(train) [7][6080/9365] lr: 3.2891e-01 eta: 1 day, 7:27:05 time: 0.6620 data_time: 0.0904 memory: 16132 grad_norm: 0.9654 loss: 3.1548 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1548 2023/07/20 10:04:09 - mmengine - INFO - Epoch(train) [7][6100/9365] lr: 3.2887e-01 eta: 1 day, 7:26:47 time: 0.6190 data_time: 0.0851 memory: 16132 grad_norm: 0.9480 loss: 3.1449 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1449 2023/07/20 10:04:22 - mmengine - INFO - Epoch(train) [7][6120/9365] lr: 3.2882e-01 eta: 1 day, 7:26:29 time: 0.6348 data_time: 0.0864 memory: 16132 grad_norm: 0.9652 loss: 2.9543 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.9543 2023/07/20 10:04:34 - mmengine - INFO - Epoch(train) [7][6140/9365] lr: 3.2878e-01 eta: 1 day, 7:26:12 time: 0.6233 data_time: 0.1216 memory: 16132 grad_norm: 0.9720 loss: 3.0815 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.0815 2023/07/20 10:04:47 - mmengine - INFO - Epoch(train) [7][6160/9365] lr: 3.2874e-01 eta: 1 day, 7:25:55 time: 0.6519 data_time: 0.0850 memory: 16132 grad_norm: 0.9529 loss: 3.0067 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0067 2023/07/20 10:05:00 - mmengine - INFO - Epoch(train) [7][6180/9365] lr: 3.2870e-01 eta: 1 day, 7:25:39 time: 0.6562 data_time: 0.1053 memory: 16132 grad_norm: 0.9494 loss: 3.0969 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.0969 2023/07/20 10:05:13 - mmengine - INFO - Epoch(train) [7][6200/9365] lr: 3.2865e-01 eta: 1 day, 7:25:23 time: 0.6587 data_time: 0.0845 memory: 16132 grad_norm: 0.9583 loss: 3.1088 top1_acc: 0.5000 top5_acc: 0.5938 loss_cls: 3.1088 2023/07/20 10:05:26 - mmengine - INFO - Epoch(train) [7][6220/9365] lr: 3.2861e-01 eta: 1 day, 7:25:06 time: 0.6339 data_time: 0.0963 memory: 16132 grad_norm: 0.9674 loss: 3.1227 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1227 2023/07/20 10:05:39 - mmengine - INFO - Epoch(train) [7][6240/9365] lr: 3.2857e-01 eta: 1 day, 7:24:50 time: 0.6474 data_time: 0.0949 memory: 16132 grad_norm: 0.9630 loss: 3.0696 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.0696 2023/07/20 10:05:52 - mmengine - INFO - Epoch(train) [7][6260/9365] lr: 3.2852e-01 eta: 1 day, 7:24:34 time: 0.6655 data_time: 0.1095 memory: 16132 grad_norm: 0.9524 loss: 3.0945 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0945 2023/07/20 10:06:09 - mmengine - INFO - Epoch(train) [7][6280/9365] lr: 3.2848e-01 eta: 1 day, 7:24:26 time: 0.8145 data_time: 0.0993 memory: 16132 grad_norm: 0.9294 loss: 3.2077 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2077 2023/07/20 10:06:25 - mmengine - INFO - Epoch(train) [7][6300/9365] lr: 3.2844e-01 eta: 1 day, 7:24:19 time: 0.8301 data_time: 0.0815 memory: 16132 grad_norm: 0.9647 loss: 3.1492 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1492 2023/07/20 10:06:44 - mmengine - INFO - Epoch(train) [7][6320/9365] lr: 3.2840e-01 eta: 1 day, 7:24:17 time: 0.9229 data_time: 0.0819 memory: 16132 grad_norm: 0.9432 loss: 3.0737 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0737 2023/07/20 10:06:58 - mmengine - INFO - Epoch(train) [7][6340/9365] lr: 3.2835e-01 eta: 1 day, 7:24:05 time: 0.7305 data_time: 0.0829 memory: 16132 grad_norm: 0.9558 loss: 3.1994 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1994 2023/07/20 10:07:11 - mmengine - INFO - Epoch(train) [7][6360/9365] lr: 3.2831e-01 eta: 1 day, 7:23:47 time: 0.6261 data_time: 0.0883 memory: 16132 grad_norm: 0.9425 loss: 3.1549 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.1549 2023/07/20 10:07:23 - mmengine - INFO - Epoch(train) [7][6380/9365] lr: 3.2827e-01 eta: 1 day, 7:23:29 time: 0.6079 data_time: 0.1059 memory: 16132 grad_norm: 0.9599 loss: 3.1626 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1626 2023/07/20 10:07:35 - mmengine - INFO - Epoch(train) [7][6400/9365] lr: 3.2822e-01 eta: 1 day, 7:23:11 time: 0.6172 data_time: 0.0863 memory: 16132 grad_norm: 0.9529 loss: 3.0416 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0416 2023/07/20 10:07:48 - mmengine - INFO - Epoch(train) [7][6420/9365] lr: 3.2818e-01 eta: 1 day, 7:22:52 time: 0.6028 data_time: 0.0813 memory: 16132 grad_norm: 0.9824 loss: 3.1350 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 3.1350 2023/07/20 10:08:00 - mmengine - INFO - Epoch(train) [7][6440/9365] lr: 3.2814e-01 eta: 1 day, 7:22:34 time: 0.6226 data_time: 0.0834 memory: 16132 grad_norm: 0.9527 loss: 3.0729 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0729 2023/07/20 10:08:12 - mmengine - INFO - Epoch(train) [7][6460/9365] lr: 3.2810e-01 eta: 1 day, 7:22:15 time: 0.6034 data_time: 0.0834 memory: 16132 grad_norm: 0.9635 loss: 3.1423 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1423 2023/07/20 10:08:24 - mmengine - INFO - Epoch(train) [7][6480/9365] lr: 3.2805e-01 eta: 1 day, 7:21:57 time: 0.6126 data_time: 0.0823 memory: 16132 grad_norm: 0.9613 loss: 3.1996 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1996 2023/07/20 10:08:37 - mmengine - INFO - Epoch(train) [7][6500/9365] lr: 3.2801e-01 eta: 1 day, 7:21:39 time: 0.6088 data_time: 0.0908 memory: 16132 grad_norm: 0.9380 loss: 3.0304 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 3.0304 2023/07/20 10:08:49 - mmengine - INFO - Epoch(train) [7][6520/9365] lr: 3.2797e-01 eta: 1 day, 7:21:20 time: 0.6085 data_time: 0.1366 memory: 16132 grad_norm: 0.9515 loss: 3.0918 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.0918 2023/07/20 10:09:01 - mmengine - INFO - Epoch(train) [7][6540/9365] lr: 3.2792e-01 eta: 1 day, 7:21:03 time: 0.6265 data_time: 0.0897 memory: 16132 grad_norm: 0.9412 loss: 3.0067 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0067 2023/07/20 10:09:13 - mmengine - INFO - Epoch(train) [7][6560/9365] lr: 3.2788e-01 eta: 1 day, 7:20:43 time: 0.5769 data_time: 0.0939 memory: 16132 grad_norm: 0.9314 loss: 3.0207 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0207 2023/07/20 10:09:25 - mmengine - INFO - Epoch(train) [7][6580/9365] lr: 3.2784e-01 eta: 1 day, 7:20:24 time: 0.6079 data_time: 0.0873 memory: 16132 grad_norm: 0.9837 loss: 3.1202 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1202 2023/07/20 10:09:37 - mmengine - INFO - Epoch(train) [7][6600/9365] lr: 3.2779e-01 eta: 1 day, 7:20:06 time: 0.6119 data_time: 0.1005 memory: 16132 grad_norm: 0.9592 loss: 3.0045 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.0045 2023/07/20 10:09:49 - mmengine - INFO - Epoch(train) [7][6620/9365] lr: 3.2775e-01 eta: 1 day, 7:19:47 time: 0.6101 data_time: 0.0804 memory: 16132 grad_norm: 0.9404 loss: 3.0234 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.0234 2023/07/20 10:10:01 - mmengine - INFO - Epoch(train) [7][6640/9365] lr: 3.2771e-01 eta: 1 day, 7:19:28 time: 0.5955 data_time: 0.0860 memory: 16132 grad_norm: 0.9748 loss: 3.0817 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0817 2023/07/20 10:10:14 - mmengine - INFO - Epoch(train) [7][6660/9365] lr: 3.2767e-01 eta: 1 day, 7:19:10 time: 0.6206 data_time: 0.0839 memory: 16132 grad_norm: 0.9578 loss: 3.1122 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1122 2023/07/20 10:10:26 - mmengine - INFO - Epoch(train) [7][6680/9365] lr: 3.2762e-01 eta: 1 day, 7:18:53 time: 0.6213 data_time: 0.0845 memory: 16132 grad_norm: 0.9434 loss: 3.0297 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0297 2023/07/20 10:10:38 - mmengine - INFO - Epoch(train) [7][6700/9365] lr: 3.2758e-01 eta: 1 day, 7:18:33 time: 0.5899 data_time: 0.0891 memory: 16132 grad_norm: 0.9678 loss: 3.2161 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.2161 2023/07/20 10:10:50 - mmengine - INFO - Epoch(train) [7][6720/9365] lr: 3.2754e-01 eta: 1 day, 7:18:15 time: 0.6195 data_time: 0.1135 memory: 16132 grad_norm: 0.9689 loss: 3.1143 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1143 2023/07/20 10:11:03 - mmengine - INFO - Epoch(train) [7][6740/9365] lr: 3.2749e-01 eta: 1 day, 7:17:58 time: 0.6273 data_time: 0.0795 memory: 16132 grad_norm: 0.9610 loss: 3.0522 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0522 2023/07/20 10:11:15 - mmengine - INFO - Epoch(train) [7][6760/9365] lr: 3.2745e-01 eta: 1 day, 7:17:39 time: 0.6063 data_time: 0.0808 memory: 16132 grad_norm: 0.9699 loss: 3.1423 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1423 2023/07/20 10:11:27 - mmengine - INFO - Epoch(train) [7][6780/9365] lr: 3.2741e-01 eta: 1 day, 7:17:21 time: 0.6132 data_time: 0.0791 memory: 16132 grad_norm: 0.9433 loss: 3.1787 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.1787 2023/07/20 10:11:39 - mmengine - INFO - Epoch(train) [7][6800/9365] lr: 3.2736e-01 eta: 1 day, 7:17:01 time: 0.5772 data_time: 0.0824 memory: 16132 grad_norm: 0.9496 loss: 3.0076 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0076 2023/07/20 10:11:45 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 10:11:51 - mmengine - INFO - Epoch(train) [7][6820/9365] lr: 3.2732e-01 eta: 1 day, 7:16:43 time: 0.6148 data_time: 0.1071 memory: 16132 grad_norm: 0.9776 loss: 3.1723 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1723 2023/07/20 10:12:04 - mmengine - INFO - Epoch(train) [7][6840/9365] lr: 3.2728e-01 eta: 1 day, 7:16:26 time: 0.6371 data_time: 0.0871 memory: 16132 grad_norm: 0.9616 loss: 3.0693 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0693 2023/07/20 10:12:15 - mmengine - INFO - Epoch(train) [7][6860/9365] lr: 3.2723e-01 eta: 1 day, 7:16:06 time: 0.5741 data_time: 0.0815 memory: 16132 grad_norm: 0.9831 loss: 3.1257 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1257 2023/07/20 10:12:27 - mmengine - INFO - Epoch(train) [7][6880/9365] lr: 3.2719e-01 eta: 1 day, 7:15:47 time: 0.5923 data_time: 0.1043 memory: 16132 grad_norm: 0.9369 loss: 3.0537 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.0537 2023/07/20 10:12:40 - mmengine - INFO - Epoch(train) [7][6900/9365] lr: 3.2715e-01 eta: 1 day, 7:15:29 time: 0.6195 data_time: 0.0794 memory: 16132 grad_norm: 0.9463 loss: 3.0445 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0445 2023/07/20 10:12:52 - mmengine - INFO - Epoch(train) [7][6920/9365] lr: 3.2710e-01 eta: 1 day, 7:15:10 time: 0.5969 data_time: 0.0817 memory: 16132 grad_norm: 0.9479 loss: 3.0798 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.0798 2023/07/20 10:13:04 - mmengine - INFO - Epoch(train) [7][6940/9365] lr: 3.2706e-01 eta: 1 day, 7:14:51 time: 0.5969 data_time: 0.1103 memory: 16132 grad_norm: 0.9700 loss: 3.0562 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0562 2023/07/20 10:13:16 - mmengine - INFO - Epoch(train) [7][6960/9365] lr: 3.2702e-01 eta: 1 day, 7:14:32 time: 0.6095 data_time: 0.0882 memory: 16132 grad_norm: 0.9522 loss: 3.1225 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.1225 2023/07/20 10:13:28 - mmengine - INFO - Epoch(train) [7][6980/9365] lr: 3.2698e-01 eta: 1 day, 7:14:14 time: 0.6046 data_time: 0.0835 memory: 16132 grad_norm: 0.9975 loss: 3.1145 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1145 2023/07/20 10:13:39 - mmengine - INFO - Epoch(train) [7][7000/9365] lr: 3.2693e-01 eta: 1 day, 7:13:54 time: 0.5802 data_time: 0.0802 memory: 16132 grad_norm: 0.9671 loss: 2.9963 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.9963 2023/07/20 10:13:52 - mmengine - INFO - Epoch(train) [7][7020/9365] lr: 3.2689e-01 eta: 1 day, 7:13:36 time: 0.6179 data_time: 0.0861 memory: 16132 grad_norm: 0.9673 loss: 3.1048 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.1048 2023/07/20 10:14:04 - mmengine - INFO - Epoch(train) [7][7040/9365] lr: 3.2685e-01 eta: 1 day, 7:13:18 time: 0.6074 data_time: 0.0931 memory: 16132 grad_norm: 0.9610 loss: 3.0669 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 3.0669 2023/07/20 10:14:16 - mmengine - INFO - Epoch(train) [7][7060/9365] lr: 3.2680e-01 eta: 1 day, 7:12:59 time: 0.5998 data_time: 0.0886 memory: 16132 grad_norm: 0.9566 loss: 3.1202 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.1202 2023/07/20 10:14:28 - mmengine - INFO - Epoch(train) [7][7080/9365] lr: 3.2676e-01 eta: 1 day, 7:12:41 time: 0.6101 data_time: 0.1167 memory: 16132 grad_norm: 0.9443 loss: 3.0365 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0365 2023/07/20 10:14:40 - mmengine - INFO - Epoch(train) [7][7100/9365] lr: 3.2672e-01 eta: 1 day, 7:12:22 time: 0.6006 data_time: 0.1236 memory: 16132 grad_norm: 0.9575 loss: 2.9070 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.9070 2023/07/20 10:14:53 - mmengine - INFO - Epoch(train) [7][7120/9365] lr: 3.2667e-01 eta: 1 day, 7:12:04 time: 0.6274 data_time: 0.0838 memory: 16132 grad_norm: 0.9747 loss: 3.0759 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.0759 2023/07/20 10:15:05 - mmengine - INFO - Epoch(train) [7][7140/9365] lr: 3.2663e-01 eta: 1 day, 7:11:45 time: 0.5917 data_time: 0.0877 memory: 16132 grad_norm: 0.9759 loss: 3.0361 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0361 2023/07/20 10:15:18 - mmengine - INFO - Epoch(train) [7][7160/9365] lr: 3.2659e-01 eta: 1 day, 7:11:29 time: 0.6465 data_time: 0.0880 memory: 16132 grad_norm: 0.9574 loss: 3.0580 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0580 2023/07/20 10:15:29 - mmengine - INFO - Epoch(train) [7][7180/9365] lr: 3.2654e-01 eta: 1 day, 7:11:09 time: 0.5886 data_time: 0.0858 memory: 16132 grad_norm: 0.9749 loss: 3.2048 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.2048 2023/07/20 10:15:42 - mmengine - INFO - Epoch(train) [7][7200/9365] lr: 3.2650e-01 eta: 1 day, 7:10:52 time: 0.6279 data_time: 0.0793 memory: 16132 grad_norm: 0.9782 loss: 3.1225 top1_acc: 0.2812 top5_acc: 0.3750 loss_cls: 3.1225 2023/07/20 10:15:54 - mmengine - INFO - Epoch(train) [7][7220/9365] lr: 3.2646e-01 eta: 1 day, 7:10:34 time: 0.6091 data_time: 0.1072 memory: 16132 grad_norm: 0.9626 loss: 3.0380 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.0380 2023/07/20 10:16:06 - mmengine - INFO - Epoch(train) [7][7240/9365] lr: 3.2641e-01 eta: 1 day, 7:10:15 time: 0.6039 data_time: 0.0869 memory: 16132 grad_norm: 0.9776 loss: 3.3437 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.3437 2023/07/20 10:16:18 - mmengine - INFO - Epoch(train) [7][7260/9365] lr: 3.2637e-01 eta: 1 day, 7:09:57 time: 0.6084 data_time: 0.0839 memory: 16132 grad_norm: 0.9622 loss: 3.0525 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 3.0525 2023/07/20 10:16:31 - mmengine - INFO - Epoch(train) [7][7280/9365] lr: 3.2633e-01 eta: 1 day, 7:09:39 time: 0.6196 data_time: 0.1453 memory: 16132 grad_norm: 0.9532 loss: 3.0971 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0971 2023/07/20 10:16:43 - mmengine - INFO - Epoch(train) [7][7300/9365] lr: 3.2628e-01 eta: 1 day, 7:09:20 time: 0.5972 data_time: 0.0798 memory: 16132 grad_norm: 0.9512 loss: 3.0393 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 3.0393 2023/07/20 10:16:55 - mmengine - INFO - Epoch(train) [7][7320/9365] lr: 3.2624e-01 eta: 1 day, 7:09:01 time: 0.6015 data_time: 0.1258 memory: 16132 grad_norm: 0.9789 loss: 3.1664 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1664 2023/07/20 10:17:07 - mmengine - INFO - Epoch(train) [7][7340/9365] lr: 3.2620e-01 eta: 1 day, 7:08:44 time: 0.6169 data_time: 0.0778 memory: 16132 grad_norm: 0.9582 loss: 3.1785 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.1785 2023/07/20 10:17:20 - mmengine - INFO - Epoch(train) [7][7360/9365] lr: 3.2615e-01 eta: 1 day, 7:08:26 time: 0.6198 data_time: 0.0822 memory: 16132 grad_norm: 0.9746 loss: 2.9798 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.9798 2023/07/20 10:17:32 - mmengine - INFO - Epoch(train) [7][7380/9365] lr: 3.2611e-01 eta: 1 day, 7:08:07 time: 0.6003 data_time: 0.0828 memory: 16132 grad_norm: 0.9619 loss: 3.1764 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1764 2023/07/20 10:17:44 - mmengine - INFO - Epoch(train) [7][7400/9365] lr: 3.2607e-01 eta: 1 day, 7:07:50 time: 0.6354 data_time: 0.0988 memory: 16132 grad_norm: 0.9457 loss: 2.9831 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9831 2023/07/20 10:17:56 - mmengine - INFO - Epoch(train) [7][7420/9365] lr: 3.2602e-01 eta: 1 day, 7:07:31 time: 0.6015 data_time: 0.0796 memory: 16132 grad_norm: 0.9679 loss: 3.1786 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1786 2023/07/20 10:18:08 - mmengine - INFO - Epoch(train) [7][7440/9365] lr: 3.2598e-01 eta: 1 day, 7:07:12 time: 0.5904 data_time: 0.0949 memory: 16132 grad_norm: 0.9635 loss: 3.2009 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2009 2023/07/20 10:18:21 - mmengine - INFO - Epoch(train) [7][7460/9365] lr: 3.2594e-01 eta: 1 day, 7:06:55 time: 0.6387 data_time: 0.0946 memory: 16132 grad_norm: 0.9464 loss: 3.0872 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0872 2023/07/20 10:18:33 - mmengine - INFO - Epoch(train) [7][7480/9365] lr: 3.2589e-01 eta: 1 day, 7:06:37 time: 0.5992 data_time: 0.0833 memory: 16132 grad_norm: 0.9471 loss: 3.1782 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1782 2023/07/20 10:18:45 - mmengine - INFO - Epoch(train) [7][7500/9365] lr: 3.2585e-01 eta: 1 day, 7:06:18 time: 0.5960 data_time: 0.0759 memory: 16132 grad_norm: 0.9455 loss: 3.0558 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0558 2023/07/20 10:18:57 - mmengine - INFO - Epoch(train) [7][7520/9365] lr: 3.2581e-01 eta: 1 day, 7:05:59 time: 0.5900 data_time: 0.0985 memory: 16132 grad_norm: 0.9717 loss: 3.0083 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.0083 2023/07/20 10:19:09 - mmengine - INFO - Epoch(train) [7][7540/9365] lr: 3.2576e-01 eta: 1 day, 7:05:40 time: 0.5979 data_time: 0.0794 memory: 16132 grad_norm: 0.9571 loss: 3.0934 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0934 2023/07/20 10:19:21 - mmengine - INFO - Epoch(train) [7][7560/9365] lr: 3.2572e-01 eta: 1 day, 7:05:21 time: 0.6001 data_time: 0.0861 memory: 16132 grad_norm: 0.9502 loss: 3.1771 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.1771 2023/07/20 10:19:34 - mmengine - INFO - Epoch(train) [7][7580/9365] lr: 3.2567e-01 eta: 1 day, 7:05:05 time: 0.6475 data_time: 0.0885 memory: 16132 grad_norm: 0.9499 loss: 3.0680 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0680 2023/07/20 10:19:45 - mmengine - INFO - Epoch(train) [7][7600/9365] lr: 3.2563e-01 eta: 1 day, 7:04:45 time: 0.5840 data_time: 0.0965 memory: 16132 grad_norm: 0.9741 loss: 3.0704 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0704 2023/07/20 10:19:57 - mmengine - INFO - Epoch(train) [7][7620/9365] lr: 3.2559e-01 eta: 1 day, 7:04:27 time: 0.6027 data_time: 0.0955 memory: 16132 grad_norm: 0.9675 loss: 3.0872 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.0872 2023/07/20 10:20:10 - mmengine - INFO - Epoch(train) [7][7640/9365] lr: 3.2554e-01 eta: 1 day, 7:04:09 time: 0.6146 data_time: 0.1124 memory: 16132 grad_norm: 0.9598 loss: 3.0451 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0451 2023/07/20 10:20:22 - mmengine - INFO - Epoch(train) [7][7660/9365] lr: 3.2550e-01 eta: 1 day, 7:03:51 time: 0.6253 data_time: 0.0790 memory: 16132 grad_norm: 0.9798 loss: 3.0527 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0527 2023/07/20 10:20:34 - mmengine - INFO - Epoch(train) [7][7680/9365] lr: 3.2546e-01 eta: 1 day, 7:03:32 time: 0.5978 data_time: 0.0992 memory: 16132 grad_norm: 1.0057 loss: 2.9579 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.9579 2023/07/20 10:20:46 - mmengine - INFO - Epoch(train) [7][7700/9365] lr: 3.2541e-01 eta: 1 day, 7:03:13 time: 0.5893 data_time: 0.1277 memory: 16132 grad_norm: 0.9762 loss: 3.1005 top1_acc: 0.2812 top5_acc: 0.7500 loss_cls: 3.1005 2023/07/20 10:20:58 - mmengine - INFO - Epoch(train) [7][7720/9365] lr: 3.2537e-01 eta: 1 day, 7:02:56 time: 0.6201 data_time: 0.1044 memory: 16132 grad_norm: 0.9570 loss: 3.0915 top1_acc: 0.4062 top5_acc: 0.8438 loss_cls: 3.0915 2023/07/20 10:21:11 - mmengine - INFO - Epoch(train) [7][7740/9365] lr: 3.2533e-01 eta: 1 day, 7:02:39 time: 0.6370 data_time: 0.1023 memory: 16132 grad_norm: 0.9574 loss: 2.9872 top1_acc: 0.2188 top5_acc: 0.7188 loss_cls: 2.9872 2023/07/20 10:21:23 - mmengine - INFO - Epoch(train) [7][7760/9365] lr: 3.2528e-01 eta: 1 day, 7:02:20 time: 0.5939 data_time: 0.0854 memory: 16132 grad_norm: 0.9763 loss: 2.9648 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9648 2023/07/20 10:21:35 - mmengine - INFO - Epoch(train) [7][7780/9365] lr: 3.2524e-01 eta: 1 day, 7:02:02 time: 0.6103 data_time: 0.1436 memory: 16132 grad_norm: 0.9660 loss: 3.0827 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0827 2023/07/20 10:21:47 - mmengine - INFO - Epoch(train) [7][7800/9365] lr: 3.2520e-01 eta: 1 day, 7:01:43 time: 0.6026 data_time: 0.0818 memory: 16132 grad_norm: 0.9697 loss: 3.0717 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.0717 2023/07/20 10:21:54 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 10:22:00 - mmengine - INFO - Epoch(train) [7][7820/9365] lr: 3.2515e-01 eta: 1 day, 7:01:26 time: 0.6225 data_time: 0.0827 memory: 16132 grad_norm: 0.9779 loss: 3.0847 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0847 2023/07/20 10:22:12 - mmengine - INFO - Epoch(train) [7][7840/9365] lr: 3.2511e-01 eta: 1 day, 7:01:08 time: 0.6180 data_time: 0.1453 memory: 16132 grad_norm: 0.9701 loss: 3.1319 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1319 2023/07/20 10:22:24 - mmengine - INFO - Epoch(train) [7][7860/9365] lr: 3.2507e-01 eta: 1 day, 7:00:49 time: 0.5918 data_time: 0.0866 memory: 16132 grad_norm: 0.9692 loss: 3.1982 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.1982 2023/07/20 10:22:36 - mmengine - INFO - Epoch(train) [7][7880/9365] lr: 3.2502e-01 eta: 1 day, 7:00:30 time: 0.6009 data_time: 0.0889 memory: 16132 grad_norm: 0.9617 loss: 3.0344 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0344 2023/07/20 10:22:48 - mmengine - INFO - Epoch(train) [7][7900/9365] lr: 3.2498e-01 eta: 1 day, 7:00:12 time: 0.6036 data_time: 0.0940 memory: 16132 grad_norm: 0.9518 loss: 3.0191 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0191 2023/07/20 10:23:00 - mmengine - INFO - Epoch(train) [7][7920/9365] lr: 3.2493e-01 eta: 1 day, 6:59:52 time: 0.5800 data_time: 0.0906 memory: 16132 grad_norm: 0.9820 loss: 3.1956 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1956 2023/07/20 10:23:12 - mmengine - INFO - Epoch(train) [7][7940/9365] lr: 3.2489e-01 eta: 1 day, 6:59:34 time: 0.6168 data_time: 0.0895 memory: 16132 grad_norm: 0.9535 loss: 3.1068 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.1068 2023/07/20 10:23:24 - mmengine - INFO - Epoch(train) [7][7960/9365] lr: 3.2485e-01 eta: 1 day, 6:59:17 time: 0.6232 data_time: 0.1028 memory: 16132 grad_norm: 0.9605 loss: 3.1460 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1460 2023/07/20 10:23:36 - mmengine - INFO - Epoch(train) [7][7980/9365] lr: 3.2480e-01 eta: 1 day, 6:58:58 time: 0.6016 data_time: 0.0863 memory: 16132 grad_norm: 0.9654 loss: 3.0543 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.0543 2023/07/20 10:23:48 - mmengine - INFO - Epoch(train) [7][8000/9365] lr: 3.2476e-01 eta: 1 day, 6:58:39 time: 0.5899 data_time: 0.0870 memory: 16132 grad_norm: 0.9588 loss: 3.0848 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0848 2023/07/20 10:24:00 - mmengine - INFO - Epoch(train) [7][8020/9365] lr: 3.2472e-01 eta: 1 day, 6:58:20 time: 0.5974 data_time: 0.0855 memory: 16132 grad_norm: 0.9702 loss: 2.9808 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9808 2023/07/20 10:24:12 - mmengine - INFO - Epoch(train) [7][8040/9365] lr: 3.2467e-01 eta: 1 day, 6:58:02 time: 0.6098 data_time: 0.1312 memory: 16132 grad_norm: 0.9770 loss: 2.9796 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9796 2023/07/20 10:24:25 - mmengine - INFO - Epoch(train) [7][8060/9365] lr: 3.2463e-01 eta: 1 day, 6:57:44 time: 0.6080 data_time: 0.1031 memory: 16132 grad_norm: 0.9727 loss: 3.0661 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0661 2023/07/20 10:24:37 - mmengine - INFO - Epoch(train) [7][8080/9365] lr: 3.2458e-01 eta: 1 day, 6:57:26 time: 0.6203 data_time: 0.1217 memory: 16132 grad_norm: 0.9606 loss: 3.1012 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1012 2023/07/20 10:24:48 - mmengine - INFO - Epoch(train) [7][8100/9365] lr: 3.2454e-01 eta: 1 day, 6:57:06 time: 0.5727 data_time: 0.0907 memory: 16132 grad_norm: 0.9738 loss: 3.2514 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.2514 2023/07/20 10:25:01 - mmengine - INFO - Epoch(train) [7][8120/9365] lr: 3.2450e-01 eta: 1 day, 6:56:49 time: 0.6316 data_time: 0.0927 memory: 16132 grad_norm: 0.9515 loss: 2.9837 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9837 2023/07/20 10:25:14 - mmengine - INFO - Epoch(train) [7][8140/9365] lr: 3.2445e-01 eta: 1 day, 6:56:33 time: 0.6384 data_time: 0.0780 memory: 16132 grad_norm: 0.9538 loss: 2.8909 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8909 2023/07/20 10:25:26 - mmengine - INFO - Epoch(train) [7][8160/9365] lr: 3.2441e-01 eta: 1 day, 6:56:14 time: 0.5999 data_time: 0.0764 memory: 16132 grad_norm: 0.9506 loss: 3.1212 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1212 2023/07/20 10:25:38 - mmengine - INFO - Epoch(train) [7][8180/9365] lr: 3.2437e-01 eta: 1 day, 6:55:55 time: 0.5912 data_time: 0.0887 memory: 16132 grad_norm: 0.9711 loss: 3.0235 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0235 2023/07/20 10:25:50 - mmengine - INFO - Epoch(train) [7][8200/9365] lr: 3.2432e-01 eta: 1 day, 6:55:38 time: 0.6280 data_time: 0.0782 memory: 16132 grad_norm: 0.9524 loss: 3.0717 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 3.0717 2023/07/20 10:26:02 - mmengine - INFO - Epoch(train) [7][8220/9365] lr: 3.2428e-01 eta: 1 day, 6:55:19 time: 0.5882 data_time: 0.0880 memory: 16132 grad_norm: 0.9956 loss: 3.0182 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0182 2023/07/20 10:26:14 - mmengine - INFO - Epoch(train) [7][8240/9365] lr: 3.2423e-01 eta: 1 day, 6:55:00 time: 0.5957 data_time: 0.0915 memory: 16132 grad_norm: 0.9799 loss: 2.9793 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9793 2023/07/20 10:26:26 - mmengine - INFO - Epoch(train) [7][8260/9365] lr: 3.2419e-01 eta: 1 day, 6:54:41 time: 0.5989 data_time: 0.1007 memory: 16132 grad_norm: 0.9891 loss: 2.9929 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9929 2023/07/20 10:26:38 - mmengine - INFO - Epoch(train) [7][8280/9365] lr: 3.2415e-01 eta: 1 day, 6:54:24 time: 0.6172 data_time: 0.0875 memory: 16132 grad_norm: 0.9797 loss: 3.0060 top1_acc: 0.3125 top5_acc: 0.7812 loss_cls: 3.0060 2023/07/20 10:26:51 - mmengine - INFO - Epoch(train) [7][8300/9365] lr: 3.2410e-01 eta: 1 day, 6:54:07 time: 0.6364 data_time: 0.1343 memory: 16132 grad_norm: 0.9636 loss: 3.0819 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.0819 2023/07/20 10:27:03 - mmengine - INFO - Epoch(train) [7][8320/9365] lr: 3.2406e-01 eta: 1 day, 6:53:48 time: 0.6028 data_time: 0.0755 memory: 16132 grad_norm: 0.9500 loss: 3.0181 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 3.0181 2023/07/20 10:27:15 - mmengine - INFO - Epoch(train) [7][8340/9365] lr: 3.2402e-01 eta: 1 day, 6:53:29 time: 0.5891 data_time: 0.0830 memory: 16132 grad_norm: 0.9553 loss: 3.1718 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.1718 2023/07/20 10:27:27 - mmengine - INFO - Epoch(train) [7][8360/9365] lr: 3.2397e-01 eta: 1 day, 6:53:12 time: 0.6209 data_time: 0.1067 memory: 16132 grad_norm: 0.9685 loss: 3.0640 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.0640 2023/07/20 10:27:39 - mmengine - INFO - Epoch(train) [7][8380/9365] lr: 3.2393e-01 eta: 1 day, 6:52:53 time: 0.5985 data_time: 0.1007 memory: 16132 grad_norm: 0.9902 loss: 3.0228 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.0228 2023/07/20 10:27:52 - mmengine - INFO - Epoch(train) [7][8400/9365] lr: 3.2388e-01 eta: 1 day, 6:52:35 time: 0.6152 data_time: 0.0978 memory: 16132 grad_norm: 0.9669 loss: 3.1469 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1469 2023/07/20 10:28:05 - mmengine - INFO - Epoch(train) [7][8420/9365] lr: 3.2384e-01 eta: 1 day, 6:52:20 time: 0.6576 data_time: 0.0968 memory: 16132 grad_norm: 0.9563 loss: 3.0829 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0829 2023/07/20 10:28:17 - mmengine - INFO - Epoch(train) [7][8440/9365] lr: 3.2380e-01 eta: 1 day, 6:52:02 time: 0.6252 data_time: 0.1149 memory: 16132 grad_norm: 0.9709 loss: 3.0918 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0918 2023/07/20 10:28:30 - mmengine - INFO - Epoch(train) [7][8460/9365] lr: 3.2375e-01 eta: 1 day, 6:51:45 time: 0.6147 data_time: 0.1085 memory: 16132 grad_norm: 0.9639 loss: 2.7444 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7444 2023/07/20 10:28:42 - mmengine - INFO - Epoch(train) [7][8480/9365] lr: 3.2371e-01 eta: 1 day, 6:51:27 time: 0.6230 data_time: 0.0935 memory: 16132 grad_norm: 0.9642 loss: 3.0725 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0725 2023/07/20 10:28:55 - mmengine - INFO - Epoch(train) [7][8500/9365] lr: 3.2366e-01 eta: 1 day, 6:51:12 time: 0.6564 data_time: 0.1137 memory: 16132 grad_norm: 0.9598 loss: 2.9617 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9617 2023/07/20 10:29:11 - mmengine - INFO - Epoch(train) [7][8520/9365] lr: 3.2362e-01 eta: 1 day, 6:51:03 time: 0.8077 data_time: 0.0860 memory: 16132 grad_norm: 0.9570 loss: 2.9963 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.9963 2023/07/20 10:29:28 - mmengine - INFO - Epoch(train) [7][8540/9365] lr: 3.2358e-01 eta: 1 day, 6:50:56 time: 0.8204 data_time: 0.0731 memory: 16132 grad_norm: 0.9719 loss: 3.0174 top1_acc: 0.2188 top5_acc: 0.2812 loss_cls: 3.0174 2023/07/20 10:29:46 - mmengine - INFO - Epoch(train) [7][8560/9365] lr: 3.2353e-01 eta: 1 day, 6:50:52 time: 0.9017 data_time: 0.0799 memory: 16132 grad_norm: 0.9680 loss: 2.9995 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.9995 2023/07/20 10:30:00 - mmengine - INFO - Epoch(train) [7][8580/9365] lr: 3.2349e-01 eta: 1 day, 6:50:39 time: 0.7186 data_time: 0.0903 memory: 16132 grad_norm: 0.9502 loss: 2.9950 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 2.9950 2023/07/20 10:30:14 - mmengine - INFO - Epoch(train) [7][8600/9365] lr: 3.2344e-01 eta: 1 day, 6:50:25 time: 0.6805 data_time: 0.0954 memory: 16132 grad_norm: 0.9611 loss: 3.0747 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0747 2023/07/20 10:30:26 - mmengine - INFO - Epoch(train) [7][8620/9365] lr: 3.2340e-01 eta: 1 day, 6:50:08 time: 0.6261 data_time: 0.1223 memory: 16132 grad_norm: 0.9794 loss: 2.9802 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9802 2023/07/20 10:30:39 - mmengine - INFO - Epoch(train) [7][8640/9365] lr: 3.2336e-01 eta: 1 day, 6:49:50 time: 0.6117 data_time: 0.0846 memory: 16132 grad_norm: 0.9718 loss: 3.1578 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.1578 2023/07/20 10:30:51 - mmengine - INFO - Epoch(train) [7][8660/9365] lr: 3.2331e-01 eta: 1 day, 6:49:33 time: 0.6344 data_time: 0.0817 memory: 16132 grad_norm: 0.9874 loss: 3.0239 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 3.0239 2023/07/20 10:31:03 - mmengine - INFO - Epoch(train) [7][8680/9365] lr: 3.2327e-01 eta: 1 day, 6:49:14 time: 0.5904 data_time: 0.0806 memory: 16132 grad_norm: 0.9714 loss: 3.1533 top1_acc: 0.4375 top5_acc: 0.5312 loss_cls: 3.1533 2023/07/20 10:31:16 - mmengine - INFO - Epoch(train) [7][8700/9365] lr: 3.2322e-01 eta: 1 day, 6:48:57 time: 0.6355 data_time: 0.0860 memory: 16132 grad_norm: 0.9511 loss: 3.0141 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0141 2023/07/20 10:31:28 - mmengine - INFO - Epoch(train) [7][8720/9365] lr: 3.2318e-01 eta: 1 day, 6:48:39 time: 0.6111 data_time: 0.0893 memory: 16132 grad_norm: 0.9597 loss: 3.1232 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1232 2023/07/20 10:31:40 - mmengine - INFO - Epoch(train) [7][8740/9365] lr: 3.2314e-01 eta: 1 day, 6:48:21 time: 0.6119 data_time: 0.0798 memory: 16132 grad_norm: 0.9583 loss: 3.1160 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1160 2023/07/20 10:31:52 - mmengine - INFO - Epoch(train) [7][8760/9365] lr: 3.2309e-01 eta: 1 day, 6:48:03 time: 0.6049 data_time: 0.1111 memory: 16132 grad_norm: 0.9600 loss: 3.0059 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0059 2023/07/20 10:32:05 - mmengine - INFO - Epoch(train) [7][8780/9365] lr: 3.2305e-01 eta: 1 day, 6:47:46 time: 0.6382 data_time: 0.0944 memory: 16132 grad_norm: 0.9519 loss: 3.0434 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 3.0434 2023/07/20 10:32:17 - mmengine - INFO - Epoch(train) [7][8800/9365] lr: 3.2300e-01 eta: 1 day, 6:47:28 time: 0.6089 data_time: 0.0880 memory: 16132 grad_norm: 0.9597 loss: 3.1711 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1711 2023/07/20 10:32:24 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 10:32:30 - mmengine - INFO - Epoch(train) [7][8820/9365] lr: 3.2296e-01 eta: 1 day, 6:47:11 time: 0.6250 data_time: 0.1153 memory: 16132 grad_norm: 0.9738 loss: 3.0475 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0475 2023/07/20 10:32:42 - mmengine - INFO - Epoch(train) [7][8840/9365] lr: 3.2292e-01 eta: 1 day, 6:46:53 time: 0.6098 data_time: 0.0820 memory: 16132 grad_norm: 0.9583 loss: 3.1545 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1545 2023/07/20 10:32:54 - mmengine - INFO - Epoch(train) [7][8860/9365] lr: 3.2287e-01 eta: 1 day, 6:46:35 time: 0.6009 data_time: 0.0893 memory: 16132 grad_norm: 0.9363 loss: 3.1144 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 3.1144 2023/07/20 10:33:07 - mmengine - INFO - Epoch(train) [7][8880/9365] lr: 3.2283e-01 eta: 1 day, 6:46:18 time: 0.6310 data_time: 0.0975 memory: 16132 grad_norm: 0.9642 loss: 3.1303 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 3.1303 2023/07/20 10:33:19 - mmengine - INFO - Epoch(train) [7][8900/9365] lr: 3.2278e-01 eta: 1 day, 6:45:59 time: 0.5916 data_time: 0.0829 memory: 16132 grad_norm: 0.9509 loss: 3.0363 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0363 2023/07/20 10:33:31 - mmengine - INFO - Epoch(train) [7][8920/9365] lr: 3.2274e-01 eta: 1 day, 6:45:41 time: 0.6181 data_time: 0.0806 memory: 16132 grad_norm: 0.9448 loss: 3.0771 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0771 2023/07/20 10:33:42 - mmengine - INFO - Epoch(train) [7][8940/9365] lr: 3.2269e-01 eta: 1 day, 6:45:22 time: 0.5756 data_time: 0.0794 memory: 16132 grad_norm: 0.9632 loss: 3.0614 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0614 2023/07/20 10:33:55 - mmengine - INFO - Epoch(train) [7][8960/9365] lr: 3.2265e-01 eta: 1 day, 6:45:03 time: 0.6018 data_time: 0.1003 memory: 16132 grad_norm: 0.9636 loss: 3.1734 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1734 2023/07/20 10:34:06 - mmengine - INFO - Epoch(train) [7][8980/9365] lr: 3.2261e-01 eta: 1 day, 6:44:44 time: 0.5766 data_time: 0.0905 memory: 16132 grad_norm: 0.9640 loss: 3.1683 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1683 2023/07/20 10:34:18 - mmengine - INFO - Epoch(train) [7][9000/9365] lr: 3.2256e-01 eta: 1 day, 6:44:25 time: 0.6004 data_time: 0.0852 memory: 16132 grad_norm: 0.9763 loss: 2.8984 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8984 2023/07/20 10:34:30 - mmengine - INFO - Epoch(train) [7][9020/9365] lr: 3.2252e-01 eta: 1 day, 6:44:08 time: 0.6211 data_time: 0.0946 memory: 16132 grad_norm: 0.9546 loss: 3.0560 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0560 2023/07/20 10:34:43 - mmengine - INFO - Epoch(train) [7][9040/9365] lr: 3.2247e-01 eta: 1 day, 6:43:49 time: 0.6041 data_time: 0.0811 memory: 16132 grad_norm: 0.9897 loss: 3.0907 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.0907 2023/07/20 10:34:55 - mmengine - INFO - Epoch(train) [7][9060/9365] lr: 3.2243e-01 eta: 1 day, 6:43:31 time: 0.6092 data_time: 0.0870 memory: 16132 grad_norm: 0.9501 loss: 3.0527 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0527 2023/07/20 10:35:07 - mmengine - INFO - Epoch(train) [7][9080/9365] lr: 3.2239e-01 eta: 1 day, 6:43:13 time: 0.6043 data_time: 0.1002 memory: 16132 grad_norm: 0.9529 loss: 3.1039 top1_acc: 0.2812 top5_acc: 0.3750 loss_cls: 3.1039 2023/07/20 10:35:19 - mmengine - INFO - Epoch(train) [7][9100/9365] lr: 3.2234e-01 eta: 1 day, 6:42:55 time: 0.6124 data_time: 0.0811 memory: 16132 grad_norm: 0.9437 loss: 3.0651 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0651 2023/07/20 10:35:31 - mmengine - INFO - Epoch(train) [7][9120/9365] lr: 3.2230e-01 eta: 1 day, 6:42:37 time: 0.5909 data_time: 0.0808 memory: 16132 grad_norm: 0.9617 loss: 3.1342 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.1342 2023/07/20 10:35:43 - mmengine - INFO - Epoch(train) [7][9140/9365] lr: 3.2225e-01 eta: 1 day, 6:42:19 time: 0.6096 data_time: 0.1341 memory: 16132 grad_norm: 0.9700 loss: 3.0819 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.0819 2023/07/20 10:35:55 - mmengine - INFO - Epoch(train) [7][9160/9365] lr: 3.2221e-01 eta: 1 day, 6:42:01 time: 0.6166 data_time: 0.0797 memory: 16132 grad_norm: 0.9574 loss: 3.0569 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0569 2023/07/20 10:36:07 - mmengine - INFO - Epoch(train) [7][9180/9365] lr: 3.2216e-01 eta: 1 day, 6:41:42 time: 0.5800 data_time: 0.1093 memory: 16132 grad_norm: 0.9639 loss: 3.0918 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0918 2023/07/20 10:36:19 - mmengine - INFO - Epoch(train) [7][9200/9365] lr: 3.2212e-01 eta: 1 day, 6:41:24 time: 0.6157 data_time: 0.0897 memory: 16132 grad_norm: 0.9745 loss: 2.9763 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.9763 2023/07/20 10:36:32 - mmengine - INFO - Epoch(train) [7][9220/9365] lr: 3.2208e-01 eta: 1 day, 6:41:07 time: 0.6315 data_time: 0.1065 memory: 16132 grad_norm: 0.9787 loss: 3.0218 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0218 2023/07/20 10:36:44 - mmengine - INFO - Epoch(train) [7][9240/9365] lr: 3.2203e-01 eta: 1 day, 6:40:49 time: 0.5986 data_time: 0.0867 memory: 16132 grad_norm: 0.9663 loss: 3.0173 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 3.0173 2023/07/20 10:36:56 - mmengine - INFO - Epoch(train) [7][9260/9365] lr: 3.2199e-01 eta: 1 day, 6:40:30 time: 0.6031 data_time: 0.0833 memory: 16132 grad_norm: 0.9571 loss: 2.9647 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9647 2023/07/20 10:37:09 - mmengine - INFO - Epoch(train) [7][9280/9365] lr: 3.2194e-01 eta: 1 day, 6:40:13 time: 0.6297 data_time: 0.0806 memory: 16132 grad_norm: 0.9881 loss: 3.1184 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.1184 2023/07/20 10:37:21 - mmengine - INFO - Epoch(train) [7][9300/9365] lr: 3.2190e-01 eta: 1 day, 6:39:55 time: 0.5998 data_time: 0.0779 memory: 16132 grad_norm: 0.9846 loss: 3.2099 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 3.2099 2023/07/20 10:37:33 - mmengine - INFO - Epoch(train) [7][9320/9365] lr: 3.2185e-01 eta: 1 day, 6:39:37 time: 0.5992 data_time: 0.1114 memory: 16132 grad_norm: 0.9549 loss: 2.9274 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9274 2023/07/20 10:37:45 - mmengine - INFO - Epoch(train) [7][9340/9365] lr: 3.2181e-01 eta: 1 day, 6:39:18 time: 0.5969 data_time: 0.0831 memory: 16132 grad_norm: 0.9594 loss: 3.0207 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0207 2023/07/20 10:37:56 - mmengine - INFO - Epoch(train) [7][9360/9365] lr: 3.2177e-01 eta: 1 day, 6:38:58 time: 0.5714 data_time: 0.0972 memory: 16132 grad_norm: 0.9855 loss: 3.0602 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0602 2023/07/20 10:37:59 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230719_215406 2023/07/20 10:37:59 - mmengine - INFO - Epoch(train) [7][9365/9365] lr: 3.2175e-01 eta: 1 day, 6:38:53 time: 0.5381 data_time: 0.0902 memory: 16132 grad_norm: 0.9908 loss: 3.1022 top1_acc: 0.1667 top5_acc: 0.2500 loss_cls: 3.1022 2023/07/20 10:37:59 - mmengine - INFO - Saving checkpoint at 7 epochs 2023/07/20 10:38:17 - mmengine - INFO - Epoch(val) [7][20/78] eta: 0:00:49 time: 0.8451 data_time: 0.5393 memory: 3721 2023/07/20 10:38:29 - mmengine - INFO - Epoch(val) [7][40/78] eta: 0:00:27 time: 0.6118 data_time: 0.2869 memory: 3721 2023/07/20 10:38:42 - mmengine - INFO - Epoch(val) [7][60/78] eta: 0:00:12 time: 0.6608 data_time: 0.3386 memory: 3721 2023/07/20 10:38:51 - mmengine - INFO - Epoch(val) [7][78/78] acc/top1: 0.2075 acc/top5: 0.4294 acc/mean1: 0.2074 data_time: 0.3244 time: 0.6256 2023/07/20 14:04:18 - mmengine - INFO - Epoch(train) [8][ 20/9365] lr: 3.2171e-01 eta: 2 days, 5:42:00 time: 1.2144 data_time: 0.3903 memory: 16132 grad_norm: 0.9701 loss: 3.1097 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1097 2023/07/20 14:04:31 - mmengine - INFO - Epoch(train) [8][ 40/9365] lr: 3.2167e-01 eta: 1 day, 17:39:24 time: 0.6700 data_time: 0.1029 memory: 16132 grad_norm: 0.9484 loss: 3.0681 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0681 2023/07/20 14:04:44 - mmengine - INFO - Epoch(train) [8][ 60/9365] lr: 3.2162e-01 eta: 1 day, 13:14:45 time: 0.6432 data_time: 0.1317 memory: 16132 grad_norm: 0.9666 loss: 3.0524 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0524 2023/07/20 14:04:57 - mmengine - INFO - Epoch(train) [8][ 80/9365] lr: 3.2158e-01 eta: 1 day, 11:07:51 time: 0.6516 data_time: 0.1072 memory: 16132 grad_norm: 0.9636 loss: 2.9685 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.9685 2023/07/20 14:05:10 - mmengine - INFO - Epoch(train) [8][ 100/9365] lr: 3.2153e-01 eta: 1 day, 9:47:03 time: 0.6429 data_time: 0.1083 memory: 16132 grad_norm: 0.9669 loss: 3.0101 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0101 2023/07/20 14:05:23 - mmengine - INFO - Epoch(train) [8][ 120/9365] lr: 3.2149e-01 eta: 1 day, 8:53:13 time: 0.6432 data_time: 0.1047 memory: 16132 grad_norm: 0.9683 loss: 3.2383 top1_acc: 0.2188 top5_acc: 0.3438 loss_cls: 3.2383 2023/07/20 14:05:36 - mmengine - INFO - Epoch(train) [8][ 140/9365] lr: 3.2144e-01 eta: 1 day, 8:16:18 time: 0.6474 data_time: 0.1020 memory: 16132 grad_norm: 0.9579 loss: 3.1521 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.1521 2023/07/20 14:05:49 - mmengine - INFO - Epoch(train) [8][ 160/9365] lr: 3.2140e-01 eta: 1 day, 7:43:05 time: 0.6309 data_time: 0.1076 memory: 16132 grad_norm: 0.9710 loss: 3.0726 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0726 2023/07/20 14:06:01 - mmengine - INFO - Epoch(train) [8][ 180/9365] lr: 3.2135e-01 eta: 1 day, 7:10:02 time: 0.6065 data_time: 0.1030 memory: 16132 grad_norm: 0.9719 loss: 2.9285 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.9285 2023/07/20 14:06:14 - mmengine - INFO - Epoch(train) [8][ 200/9365] lr: 3.2131e-01 eta: 1 day, 6:53:18 time: 0.6433 data_time: 0.1102 memory: 16132 grad_norm: 0.9780 loss: 3.0339 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0339 2023/07/20 14:06:26 - mmengine - INFO - Epoch(train) [8][ 220/9365] lr: 3.2127e-01 eta: 1 day, 6:34:09 time: 0.6208 data_time: 0.1027 memory: 16132 grad_norm: 0.9680 loss: 2.9250 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.9250 2023/07/20 14:06:39 - mmengine - INFO - Epoch(train) [8][ 240/9365] lr: 3.2122e-01 eta: 1 day, 6:19:34 time: 0.6272 data_time: 0.1029 memory: 16132 grad_norm: 0.9458 loss: 3.0629 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.0629 2023/07/20 14:06:51 - mmengine - INFO - Epoch(train) [8][ 260/9365] lr: 3.2118e-01 eta: 1 day, 6:03:42 time: 0.6101 data_time: 0.1017 memory: 16132 grad_norm: 1.0029 loss: 3.0155 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 3.0155 2023/07/20 14:07:03 - mmengine - INFO - Epoch(train) [8][ 280/9365] lr: 3.2113e-01 eta: 1 day, 5:54:02 time: 0.6310 data_time: 0.1076 memory: 16132 grad_norm: 0.9699 loss: 3.0539 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.0539 2023/07/20 14:07:17 - mmengine - INFO - Epoch(train) [8][ 300/9365] lr: 3.2109e-01 eta: 1 day, 5:49:27 time: 0.6526 data_time: 0.1050 memory: 16132 grad_norm: 0.9823 loss: 3.1128 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.1128 2023/07/20 14:07:29 - mmengine - INFO - Epoch(train) [8][ 320/9365] lr: 3.2104e-01 eta: 1 day, 5:43:06 time: 0.6387 data_time: 0.1014 memory: 16132 grad_norm: 0.9804 loss: 3.1039 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.1039 2023/07/20 14:07:42 - mmengine - INFO - Epoch(train) [8][ 340/9365] lr: 3.2100e-01 eta: 1 day, 5:36:59 time: 0.6355 data_time: 0.0988 memory: 16132 grad_norm: 0.9863 loss: 3.0287 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.0287 2023/07/20 14:07:54 - mmengine - INFO - Epoch(train) [8][ 360/9365] lr: 3.2095e-01 eta: 1 day, 5:29:04 time: 0.6189 data_time: 0.1079 memory: 16132 grad_norm: 0.9499 loss: 3.0721 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.0721 2023/07/20 14:08:07 - mmengine - INFO - Epoch(train) [8][ 380/9365] lr: 3.2091e-01 eta: 1 day, 5:24:15 time: 0.6353 data_time: 0.1119 memory: 16132 grad_norm: 0.9816 loss: 3.0250 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.0250 2023/07/20 14:08:20 - mmengine - INFO - Epoch(train) [8][ 400/9365] lr: 3.2087e-01 eta: 1 day, 5:18:21 time: 0.6235 data_time: 0.1193 memory: 16132 grad_norm: 0.9668 loss: 3.0680 top1_acc: 0.0938 top5_acc: 0.4688 loss_cls: 3.0680 2023/07/20 14:08:33 - mmengine - INFO - Epoch(train) [8][ 420/9365] lr: 3.2082e-01 eta: 1 day, 5:15:49 time: 0.6460 data_time: 0.1468 memory: 16132 grad_norm: 0.9607 loss: 3.0346 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 3.0346 2023/07/20 14:08:45 - mmengine - INFO - Epoch(train) [8][ 440/9365] lr: 3.2078e-01 eta: 1 day, 5:13:41 time: 0.6476 data_time: 0.1097 memory: 16132 grad_norm: 0.9863 loss: 3.1278 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.1278 2023/07/20 14:08:48 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 14:08:58 - mmengine - INFO - Epoch(train) [8][ 460/9365] lr: 3.2073e-01 eta: 1 day, 5:06:51 time: 0.6053 data_time: 0.1046 memory: 16132 grad_norm: 0.9567 loss: 2.9845 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9845 2023/07/20 14:09:10 - mmengine - INFO - Epoch(train) [8][ 480/9365] lr: 3.2069e-01 eta: 1 day, 5:04:49 time: 0.6437 data_time: 0.1189 memory: 16132 grad_norm: 0.9540 loss: 3.1595 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.1595 2023/07/20 14:09:23 - mmengine - INFO - Epoch(train) [8][ 500/9365] lr: 3.2064e-01 eta: 1 day, 5:01:05 time: 0.6264 data_time: 0.1004 memory: 16132 grad_norm: 0.9753 loss: 3.0121 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0121 2023/07/20 14:09:36 - mmengine - INFO - Epoch(train) [8][ 520/9365] lr: 3.2060e-01 eta: 1 day, 4:58:47 time: 0.6378 data_time: 0.1044 memory: 16132 grad_norm: 0.9533 loss: 3.0908 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0908 2023/07/20 14:09:48 - mmengine - INFO - Epoch(train) [8][ 540/9365] lr: 3.2055e-01 eta: 1 day, 4:55:03 time: 0.6215 data_time: 0.0988 memory: 16132 grad_norm: 0.9753 loss: 3.1144 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1144 2023/07/20 14:10:01 - mmengine - INFO - Epoch(train) [8][ 560/9365] lr: 3.2051e-01 eta: 1 day, 4:53:03 time: 0.6373 data_time: 0.1099 memory: 16132 grad_norm: 0.9813 loss: 3.0333 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.0333 2023/07/20 14:10:13 - mmengine - INFO - Epoch(train) [8][ 580/9365] lr: 3.2046e-01 eta: 1 day, 4:49:26 time: 0.6182 data_time: 0.1054 memory: 16132 grad_norm: 0.9921 loss: 3.1009 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.1009 2023/07/20 14:10:26 - mmengine - INFO - Epoch(train) [8][ 600/9365] lr: 3.2042e-01 eta: 1 day, 4:48:56 time: 0.6510 data_time: 0.1269 memory: 16132 grad_norm: 0.9776 loss: 3.2093 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 3.2093 2023/07/20 14:10:39 - mmengine - INFO - Epoch(train) [8][ 620/9365] lr: 3.2037e-01 eta: 1 day, 4:45:53 time: 0.6208 data_time: 0.1057 memory: 16132 grad_norm: 0.9739 loss: 3.0552 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 3.0552 2023/07/20 14:10:52 - mmengine - INFO - Epoch(train) [8][ 640/9365] lr: 3.2033e-01 eta: 1 day, 4:46:15 time: 0.6599 data_time: 0.0995 memory: 16132 grad_norm: 0.9828 loss: 3.1771 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.1771 2023/07/20 14:11:04 - mmengine - INFO - Epoch(train) [8][ 660/9365] lr: 3.2029e-01 eta: 1 day, 4:43:16 time: 0.6188 data_time: 0.1062 memory: 16132 grad_norm: 0.9712 loss: 2.9153 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9153 2023/07/20 14:11:17 - mmengine - INFO - Epoch(train) [8][ 680/9365] lr: 3.2024e-01 eta: 1 day, 4:42:42 time: 0.6476 data_time: 0.1100 memory: 16132 grad_norm: 0.9655 loss: 3.1606 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.1606 2023/07/20 14:11:30 - mmengine - INFO - Epoch(train) [8][ 700/9365] lr: 3.2020e-01 eta: 1 day, 4:41:34 time: 0.6399 data_time: 0.0976 memory: 16132 grad_norm: 0.9720 loss: 3.1370 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.1370 2023/07/20 14:11:43 - mmengine - INFO - Epoch(train) [8][ 720/9365] lr: 3.2015e-01 eta: 1 day, 4:39:47 time: 0.6303 data_time: 0.1123 memory: 16132 grad_norm: 0.9783 loss: 3.1634 top1_acc: 0.4375 top5_acc: 0.5312 loss_cls: 3.1634 2023/07/20 14:11:55 - mmengine - INFO - Epoch(train) [8][ 740/9365] lr: 3.2011e-01 eta: 1 day, 4:38:13 time: 0.6322 data_time: 0.1229 memory: 16132 grad_norm: 0.9509 loss: 3.0676 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.0676 2023/07/20 14:12:08 - mmengine - INFO - Epoch(train) [8][ 760/9365] lr: 3.2006e-01 eta: 1 day, 4:36:21 time: 0.6270 data_time: 0.1070 memory: 16132 grad_norm: 0.9745 loss: 2.9807 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 2.9807 2023/07/20 14:12:21 - mmengine - INFO - Epoch(train) [8][ 780/9365] lr: 3.2002e-01 eta: 1 day, 4:34:24 time: 0.6241 data_time: 0.1061 memory: 16132 grad_norm: 0.9851 loss: 3.1319 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.1319 2023/07/20 14:12:34 - mmengine - INFO - Epoch(train) [8][ 800/9365] lr: 3.1997e-01 eta: 1 day, 4:34:39 time: 0.6564 data_time: 0.1291 memory: 16132 grad_norm: 1.0126 loss: 3.0398 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.0398 2023/07/20 14:12:46 - mmengine - INFO - Epoch(train) [8][ 820/9365] lr: 3.1993e-01 eta: 1 day, 4:33:43 time: 0.6384 data_time: 0.1019 memory: 16132 grad_norm: 0.9666 loss: 3.0491 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.0491 2023/07/20 14:12:59 - mmengine - INFO - Epoch(train) [8][ 840/9365] lr: 3.1988e-01 eta: 1 day, 4:31:54 time: 0.6239 data_time: 0.1080 memory: 16132 grad_norm: 0.9507 loss: 2.9000 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9000 2023/07/20 14:13:11 - mmengine - INFO - Epoch(train) [8][ 860/9365] lr: 3.1984e-01 eta: 1 day, 4:30:27 time: 0.6283 data_time: 0.1074 memory: 16132 grad_norm: 0.9929 loss: 3.1689 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.1689 2023/07/20 14:13:24 - mmengine - INFO - Epoch(train) [8][ 880/9365] lr: 3.1979e-01 eta: 1 day, 4:28:45 time: 0.6235 data_time: 0.1128 memory: 16132 grad_norm: 0.9769 loss: 3.2084 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2084 2023/07/20 14:13:37 - mmengine - INFO - Epoch(train) [8][ 900/9365] lr: 3.1975e-01 eta: 1 day, 4:28:32 time: 0.6474 data_time: 0.1405 memory: 16132 grad_norm: 0.9646 loss: 2.9076 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.9076 2023/07/20 14:13:49 - mmengine - INFO - Epoch(train) [8][ 920/9365] lr: 3.1970e-01 eta: 1 day, 4:26:20 time: 0.6130 data_time: 0.1023 memory: 16132 grad_norm: 0.9616 loss: 3.0264 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 3.0264 2023/07/20 14:14:01 - mmengine - INFO - Epoch(train) [8][ 940/9365] lr: 3.1966e-01 eta: 1 day, 4:24:15 time: 0.6135 data_time: 0.1094 memory: 16132 grad_norm: 0.9637 loss: 2.9262 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9262 2023/07/20 14:14:14 - mmengine - INFO - Epoch(train) [8][ 960/9365] lr: 3.1961e-01 eta: 1 day, 4:24:11 time: 0.6487 data_time: 0.1051 memory: 16132 grad_norm: 0.9873 loss: 3.1595 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1595 2023/07/20 14:14:27 - mmengine - INFO - Epoch(train) [8][ 980/9365] lr: 3.1957e-01 eta: 1 day, 4:23:32 time: 0.6381 data_time: 0.1093 memory: 16132 grad_norm: 0.9576 loss: 3.1258 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1258 2023/07/20 14:14:40 - mmengine - INFO - Epoch(train) [8][1000/9365] lr: 3.1952e-01 eta: 1 day, 4:23:31 time: 0.6499 data_time: 0.1491 memory: 16132 grad_norm: 0.9666 loss: 2.9757 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9757 2023/07/20 14:14:53 - mmengine - INFO - Epoch(train) [8][1020/9365] lr: 3.1948e-01 eta: 1 day, 4:23:18 time: 0.6460 data_time: 0.1016 memory: 16132 grad_norm: 0.9678 loss: 3.1057 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.1057 2023/07/20 14:15:06 - mmengine - INFO - Epoch(train) [8][1040/9365] lr: 3.1944e-01 eta: 1 day, 4:23:19 time: 0.6507 data_time: 0.1003 memory: 16132 grad_norm: 0.9712 loss: 3.1131 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1131 2023/07/20 14:15:19 - mmengine - INFO - Epoch(train) [8][1060/9365] lr: 3.1939e-01 eta: 1 day, 4:22:10 time: 0.6273 data_time: 0.1010 memory: 16132 grad_norm: 0.9491 loss: 3.0002 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0002 2023/07/20 14:15:31 - mmengine - INFO - Epoch(train) [8][1080/9365] lr: 3.1935e-01 eta: 1 day, 4:20:48 time: 0.6225 data_time: 0.1026 memory: 16132 grad_norm: 0.9678 loss: 3.0790 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.0790 2023/07/20 14:15:44 - mmengine - INFO - Epoch(train) [8][1100/9365] lr: 3.1930e-01 eta: 1 day, 4:19:10 time: 0.6158 data_time: 0.1089 memory: 16132 grad_norm: 0.9639 loss: 3.0520 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0520 2023/07/20 14:15:56 - mmengine - INFO - Epoch(train) [8][1120/9365] lr: 3.1926e-01 eta: 1 day, 4:18:51 time: 0.6426 data_time: 0.1037 memory: 16132 grad_norm: 0.9748 loss: 3.0992 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.0992 2023/07/20 14:16:08 - mmengine - INFO - Epoch(train) [8][1140/9365] lr: 3.1921e-01 eta: 1 day, 4:16:40 time: 0.6020 data_time: 0.0966 memory: 16132 grad_norm: 0.9588 loss: 3.0265 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0265 2023/07/20 14:16:21 - mmengine - INFO - Epoch(train) [8][1160/9365] lr: 3.1917e-01 eta: 1 day, 4:16:22 time: 0.6421 data_time: 0.1051 memory: 16132 grad_norm: 0.9960 loss: 3.0285 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.0285 2023/07/20 14:16:34 - mmengine - INFO - Epoch(train) [8][1180/9365] lr: 3.1912e-01 eta: 1 day, 4:15:52 time: 0.6376 data_time: 0.1185 memory: 16132 grad_norm: 0.9621 loss: 3.0700 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0700 2023/07/20 14:16:47 - mmengine - INFO - Epoch(train) [8][1200/9365] lr: 3.1908e-01 eta: 1 day, 4:15:14 time: 0.6346 data_time: 0.1079 memory: 16132 grad_norm: 0.9417 loss: 2.9468 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9468 2023/07/20 14:16:59 - mmengine - INFO - Epoch(train) [8][1220/9365] lr: 3.1903e-01 eta: 1 day, 4:13:49 time: 0.6159 data_time: 0.1026 memory: 16132 grad_norm: 0.9694 loss: 3.1469 top1_acc: 0.4688 top5_acc: 0.5625 loss_cls: 3.1469 2023/07/20 14:17:12 - mmengine - INFO - Epoch(train) [8][1240/9365] lr: 3.1899e-01 eta: 1 day, 4:13:49 time: 0.6484 data_time: 0.1237 memory: 16132 grad_norm: 0.9885 loss: 2.9828 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 2.9828 2023/07/20 14:17:24 - mmengine - INFO - Epoch(train) [8][1260/9365] lr: 3.1894e-01 eta: 1 day, 4:12:06 time: 0.6074 data_time: 0.1244 memory: 16132 grad_norm: 0.9632 loss: 3.1605 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.1605 2023/07/20 14:17:37 - mmengine - INFO - Epoch(train) [8][1280/9365] lr: 3.1890e-01 eta: 1 day, 4:11:50 time: 0.6415 data_time: 0.1222 memory: 16132 grad_norm: 0.9768 loss: 3.1216 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1216 2023/07/20 14:17:50 - mmengine - INFO - Epoch(train) [8][1300/9365] lr: 3.1885e-01 eta: 1 day, 4:11:36 time: 0.6423 data_time: 0.1384 memory: 16132 grad_norm: 0.9743 loss: 3.1617 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.1617 2023/07/20 14:18:02 - mmengine - INFO - Epoch(train) [8][1320/9365] lr: 3.1881e-01 eta: 1 day, 4:10:41 time: 0.6250 data_time: 0.1379 memory: 16132 grad_norm: 0.9774 loss: 3.0749 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0749 2023/07/20 14:18:15 - mmengine - INFO - Epoch(train) [8][1340/9365] lr: 3.1876e-01 eta: 1 day, 4:09:23 time: 0.6148 data_time: 0.1013 memory: 16132 grad_norm: 0.9580 loss: 3.1559 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1559 2023/07/20 14:18:27 - mmengine - INFO - Epoch(train) [8][1360/9365] lr: 3.1872e-01 eta: 1 day, 4:08:57 time: 0.6366 data_time: 0.1115 memory: 16132 grad_norm: 0.9702 loss: 3.2625 top1_acc: 0.3125 top5_acc: 0.4062 loss_cls: 3.2625 2023/07/20 14:18:40 - mmengine - INFO - Epoch(train) [8][1380/9365] lr: 3.1867e-01 eta: 1 day, 4:07:42 time: 0.6150 data_time: 0.1118 memory: 16132 grad_norm: 0.9794 loss: 3.0342 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0342 2023/07/20 14:18:53 - mmengine - INFO - Epoch(train) [8][1400/9365] lr: 3.1863e-01 eta: 1 day, 4:07:19 time: 0.6369 data_time: 0.1184 memory: 16132 grad_norm: 0.9688 loss: 3.0946 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.0946 2023/07/20 14:19:05 - mmengine - INFO - Epoch(train) [8][1420/9365] lr: 3.1858e-01 eta: 1 day, 4:06:24 time: 0.6226 data_time: 0.1030 memory: 16132 grad_norm: 0.9801 loss: 2.9754 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.9754 2023/07/20 14:19:18 - mmengine - INFO - Epoch(train) [8][1440/9365] lr: 3.1854e-01 eta: 1 day, 4:06:35 time: 0.6522 data_time: 0.1157 memory: 16132 grad_norm: 0.9816 loss: 3.0287 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.0287 2023/07/20 14:19:21 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 14:19:30 - mmengine - INFO - Epoch(train) [8][1460/9365] lr: 3.1849e-01 eta: 1 day, 4:05:22 time: 0.6136 data_time: 0.1047 memory: 16132 grad_norm: 0.9779 loss: 3.1293 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1293 2023/07/20 14:19:43 - mmengine - INFO - Epoch(train) [8][1480/9365] lr: 3.1845e-01 eta: 1 day, 4:04:36 time: 0.6256 data_time: 0.1053 memory: 16132 grad_norm: 0.9706 loss: 3.1569 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1569 2023/07/20 14:19:55 - mmengine - INFO - Epoch(train) [8][1500/9365] lr: 3.1840e-01 eta: 1 day, 4:03:50 time: 0.6248 data_time: 0.1152 memory: 16132 grad_norm: 0.9659 loss: 3.1402 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.1402 2023/07/20 14:20:08 - mmengine - INFO - Epoch(train) [8][1520/9365] lr: 3.1836e-01 eta: 1 day, 4:03:28 time: 0.6361 data_time: 0.1254 memory: 16132 grad_norm: 0.9434 loss: 3.0073 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0073 2023/07/20 14:20:20 - mmengine - INFO - Epoch(train) [8][1540/9365] lr: 3.1831e-01 eta: 1 day, 4:02:00 time: 0.6041 data_time: 0.1046 memory: 16132 grad_norm: 0.9703 loss: 3.1661 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.1661 2023/07/20 14:20:33 - mmengine - INFO - Epoch(train) [8][1560/9365] lr: 3.1827e-01 eta: 1 day, 4:01:10 time: 0.6218 data_time: 0.1050 memory: 16132 grad_norm: 0.9805 loss: 3.0871 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0871 2023/07/20 14:20:45 - mmengine - INFO - Epoch(train) [8][1580/9365] lr: 3.1822e-01 eta: 1 day, 4:00:29 time: 0.6253 data_time: 0.1053 memory: 16132 grad_norm: 0.9840 loss: 3.1313 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1313 2023/07/20 14:20:58 - mmengine - INFO - Epoch(train) [8][1600/9365] lr: 3.1818e-01 eta: 1 day, 4:00:22 time: 0.6426 data_time: 0.1153 memory: 16132 grad_norm: 0.9736 loss: 3.0349 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0349 2023/07/20 14:21:11 - mmengine - INFO - Epoch(train) [8][1620/9365] lr: 3.1813e-01 eta: 1 day, 3:59:47 time: 0.6287 data_time: 0.1197 memory: 16132 grad_norm: 0.9765 loss: 3.0495 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0495 2023/07/20 14:21:23 - mmengine - INFO - Epoch(train) [8][1640/9365] lr: 3.1809e-01 eta: 1 day, 3:58:50 time: 0.6164 data_time: 0.1083 memory: 16132 grad_norm: 0.9811 loss: 3.0628 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0628 2023/07/20 14:21:36 - mmengine - INFO - Epoch(train) [8][1660/9365] lr: 3.1804e-01 eta: 1 day, 3:58:46 time: 0.6442 data_time: 0.1056 memory: 16132 grad_norm: 0.9738 loss: 3.0907 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0907 2023/07/20 14:21:48 - mmengine - INFO - Epoch(train) [8][1680/9365] lr: 3.1800e-01 eta: 1 day, 3:57:15 time: 0.5972 data_time: 0.1132 memory: 16132 grad_norm: 0.9719 loss: 3.1574 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1574 2023/07/20 14:22:00 - mmengine - INFO - Epoch(train) [8][1700/9365] lr: 3.1795e-01 eta: 1 day, 3:56:24 time: 0.6186 data_time: 0.1009 memory: 16132 grad_norm: 0.9870 loss: 3.0278 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 3.0278 2023/07/20 14:22:13 - mmengine - INFO - Epoch(train) [8][1720/9365] lr: 3.1791e-01 eta: 1 day, 3:55:57 time: 0.6308 data_time: 0.1025 memory: 16132 grad_norm: 0.9724 loss: 3.1137 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1137 2023/07/20 14:22:25 - mmengine - INFO - Epoch(train) [8][1740/9365] lr: 3.1786e-01 eta: 1 day, 3:54:54 time: 0.6109 data_time: 0.1150 memory: 16132 grad_norm: 0.9724 loss: 2.9243 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.9243 2023/07/20 14:22:37 - mmengine - INFO - Epoch(train) [8][1760/9365] lr: 3.1781e-01 eta: 1 day, 3:53:55 time: 0.6122 data_time: 0.1135 memory: 16132 grad_norm: 0.9839 loss: 3.1601 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1601 2023/07/20 14:22:50 - mmengine - INFO - Epoch(train) [8][1780/9365] lr: 3.1777e-01 eta: 1 day, 3:53:47 time: 0.6405 data_time: 0.0992 memory: 16132 grad_norm: 0.9639 loss: 3.1406 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1406 2023/07/20 14:23:03 - mmengine - INFO - Epoch(train) [8][1800/9365] lr: 3.1772e-01 eta: 1 day, 3:53:56 time: 0.6503 data_time: 0.1436 memory: 16132 grad_norm: 0.9519 loss: 3.0927 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0927 2023/07/20 14:23:16 - mmengine - INFO - Epoch(train) [8][1820/9365] lr: 3.1768e-01 eta: 1 day, 3:53:23 time: 0.6263 data_time: 0.1033 memory: 16132 grad_norm: 0.9915 loss: 2.9534 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9534 2023/07/20 14:23:28 - mmengine - INFO - Epoch(train) [8][1840/9365] lr: 3.1763e-01 eta: 1 day, 3:52:41 time: 0.6209 data_time: 0.1127 memory: 16132 grad_norm: 0.9505 loss: 3.1104 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1104 2023/07/20 14:23:41 - mmengine - INFO - Epoch(train) [8][1860/9365] lr: 3.1759e-01 eta: 1 day, 3:52:30 time: 0.6391 data_time: 0.1321 memory: 16132 grad_norm: 0.9695 loss: 3.0070 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0070 2023/07/20 14:23:53 - mmengine - INFO - Epoch(train) [8][1880/9365] lr: 3.1754e-01 eta: 1 day, 3:51:49 time: 0.6203 data_time: 0.1088 memory: 16132 grad_norm: 0.9609 loss: 3.0736 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 3.0736 2023/07/20 14:24:06 - mmengine - INFO - Epoch(train) [8][1900/9365] lr: 3.1750e-01 eta: 1 day, 3:51:14 time: 0.6245 data_time: 0.0944 memory: 16132 grad_norm: 0.9855 loss: 3.0664 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.0664 2023/07/20 14:24:18 - mmengine - INFO - Epoch(train) [8][1920/9365] lr: 3.1745e-01 eta: 1 day, 3:50:20 time: 0.6121 data_time: 0.1078 memory: 16132 grad_norm: 0.9855 loss: 2.9623 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9623 2023/07/20 14:24:31 - mmengine - INFO - Epoch(train) [8][1940/9365] lr: 3.1741e-01 eta: 1 day, 3:50:13 time: 0.6407 data_time: 0.1081 memory: 16132 grad_norm: 0.9740 loss: 3.1100 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1100 2023/07/20 14:24:43 - mmengine - INFO - Epoch(train) [8][1960/9365] lr: 3.1736e-01 eta: 1 day, 3:49:26 time: 0.6158 data_time: 0.1027 memory: 16132 grad_norm: 0.9550 loss: 3.0268 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.0268 2023/07/20 14:24:56 - mmengine - INFO - Epoch(train) [8][1980/9365] lr: 3.1732e-01 eta: 1 day, 3:49:44 time: 0.6568 data_time: 0.0971 memory: 16132 grad_norm: 1.0009 loss: 2.9961 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.9961 2023/07/20 14:25:09 - mmengine - INFO - Epoch(train) [8][2000/9365] lr: 3.1727e-01 eta: 1 day, 3:49:18 time: 0.6288 data_time: 0.1049 memory: 16132 grad_norm: 0.9851 loss: 2.9891 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9891 2023/07/20 14:25:22 - mmengine - INFO - Epoch(train) [8][2020/9365] lr: 3.1723e-01 eta: 1 day, 3:49:44 time: 0.6619 data_time: 0.1306 memory: 16132 grad_norm: 0.9768 loss: 3.0547 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0547 2023/07/20 14:25:34 - mmengine - INFO - Epoch(train) [8][2040/9365] lr: 3.1718e-01 eta: 1 day, 3:48:43 time: 0.6057 data_time: 0.1006 memory: 16132 grad_norm: 0.9788 loss: 2.9782 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9782 2023/07/20 14:25:47 - mmengine - INFO - Epoch(train) [8][2060/9365] lr: 3.1714e-01 eta: 1 day, 3:48:18 time: 0.6294 data_time: 0.1014 memory: 16132 grad_norm: 0.9569 loss: 3.0511 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0511 2023/07/20 14:26:00 - mmengine - INFO - Epoch(train) [8][2080/9365] lr: 3.1709e-01 eta: 1 day, 3:48:17 time: 0.6445 data_time: 0.1117 memory: 16132 grad_norm: 0.9566 loss: 3.0307 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 3.0307 2023/07/20 14:26:12 - mmengine - INFO - Epoch(train) [8][2100/9365] lr: 3.1705e-01 eta: 1 day, 3:47:30 time: 0.6145 data_time: 0.1052 memory: 16132 grad_norm: 0.9970 loss: 2.9991 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9991 2023/07/20 14:26:25 - mmengine - INFO - Epoch(train) [8][2120/9365] lr: 3.1700e-01 eta: 1 day, 3:47:32 time: 0.6465 data_time: 0.0974 memory: 16132 grad_norm: 0.9915 loss: 2.9516 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 2.9516 2023/07/20 14:26:37 - mmengine - INFO - Epoch(train) [8][2140/9365] lr: 3.1695e-01 eta: 1 day, 3:46:52 time: 0.6187 data_time: 0.1056 memory: 16132 grad_norm: 0.9940 loss: 2.9885 top1_acc: 0.1875 top5_acc: 0.7188 loss_cls: 2.9885 2023/07/20 14:26:50 - mmengine - INFO - Epoch(train) [8][2160/9365] lr: 3.1691e-01 eta: 1 day, 3:46:05 time: 0.6129 data_time: 0.1074 memory: 16132 grad_norm: 0.9840 loss: 3.1459 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1459 2023/07/20 14:27:03 - mmengine - INFO - Epoch(train) [8][2180/9365] lr: 3.1686e-01 eta: 1 day, 3:46:09 time: 0.6484 data_time: 0.1103 memory: 16132 grad_norm: 0.9432 loss: 2.9908 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.9908 2023/07/20 14:27:15 - mmengine - INFO - Epoch(train) [8][2200/9365] lr: 3.1682e-01 eta: 1 day, 3:45:05 time: 0.6005 data_time: 0.1109 memory: 16132 grad_norm: 0.9615 loss: 3.1111 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 3.1111 2023/07/20 14:27:28 - mmengine - INFO - Epoch(train) [8][2220/9365] lr: 3.1677e-01 eta: 1 day, 3:45:04 time: 0.6449 data_time: 0.1048 memory: 16132 grad_norm: 0.9877 loss: 3.0584 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0584 2023/07/20 14:27:40 - mmengine - INFO - Epoch(train) [8][2240/9365] lr: 3.1673e-01 eta: 1 day, 3:44:54 time: 0.6382 data_time: 0.1162 memory: 16132 grad_norm: 0.9598 loss: 3.1071 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1071 2023/07/20 14:27:53 - mmengine - INFO - Epoch(train) [8][2260/9365] lr: 3.1668e-01 eta: 1 day, 3:44:17 time: 0.6190 data_time: 0.1010 memory: 16132 grad_norm: 0.9796 loss: 3.0757 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.0757 2023/07/20 14:28:06 - mmengine - INFO - Epoch(train) [8][2280/9365] lr: 3.1664e-01 eta: 1 day, 3:44:06 time: 0.6372 data_time: 0.1131 memory: 16132 grad_norm: 0.9783 loss: 3.1200 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.1200 2023/07/20 14:28:18 - mmengine - INFO - Epoch(train) [8][2300/9365] lr: 3.1659e-01 eta: 1 day, 3:43:29 time: 0.6190 data_time: 0.1149 memory: 16132 grad_norm: 0.9662 loss: 2.9868 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9868 2023/07/20 14:28:30 - mmengine - INFO - Epoch(train) [8][2320/9365] lr: 3.1655e-01 eta: 1 day, 3:42:49 time: 0.6156 data_time: 0.1072 memory: 16132 grad_norm: 0.9786 loss: 3.0426 top1_acc: 0.4375 top5_acc: 0.5312 loss_cls: 3.0426 2023/07/20 14:28:42 - mmengine - INFO - Epoch(train) [8][2340/9365] lr: 3.1650e-01 eta: 1 day, 3:41:59 time: 0.6083 data_time: 0.1294 memory: 16132 grad_norm: 0.9640 loss: 3.0316 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 3.0316 2023/07/20 14:28:55 - mmengine - INFO - Epoch(train) [8][2360/9365] lr: 3.1646e-01 eta: 1 day, 3:41:35 time: 0.6271 data_time: 0.1000 memory: 16132 grad_norm: 0.9741 loss: 2.9783 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9783 2023/07/20 14:29:07 - mmengine - INFO - Epoch(train) [8][2380/9365] lr: 3.1641e-01 eta: 1 day, 3:41:05 time: 0.6226 data_time: 0.1058 memory: 16132 grad_norm: 0.9869 loss: 3.1623 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1623 2023/07/20 14:29:20 - mmengine - INFO - Epoch(train) [8][2400/9365] lr: 3.1636e-01 eta: 1 day, 3:40:36 time: 0.6226 data_time: 0.1008 memory: 16132 grad_norm: 0.9569 loss: 2.9565 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.9565 2023/07/20 14:29:32 - mmengine - INFO - Epoch(train) [8][2420/9365] lr: 3.1632e-01 eta: 1 day, 3:39:55 time: 0.6139 data_time: 0.1108 memory: 16132 grad_norm: 0.9676 loss: 3.0756 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.0756 2023/07/20 14:29:45 - mmengine - INFO - Epoch(train) [8][2440/9365] lr: 3.1627e-01 eta: 1 day, 3:39:53 time: 0.6435 data_time: 0.1001 memory: 16132 grad_norm: 0.9842 loss: 3.2480 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.2480 2023/07/20 14:29:48 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 14:29:57 - mmengine - INFO - Epoch(train) [8][2460/9365] lr: 3.1623e-01 eta: 1 day, 3:39:14 time: 0.6146 data_time: 0.1042 memory: 16132 grad_norm: 0.9914 loss: 2.9880 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9880 2023/07/20 14:30:10 - mmengine - INFO - Epoch(train) [8][2480/9365] lr: 3.1618e-01 eta: 1 day, 3:38:38 time: 0.6164 data_time: 0.1161 memory: 16132 grad_norm: 0.9720 loss: 3.0821 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0821 2023/07/20 14:30:22 - mmengine - INFO - Epoch(train) [8][2500/9365] lr: 3.1614e-01 eta: 1 day, 3:38:06 time: 0.6197 data_time: 0.1023 memory: 16132 grad_norm: 0.9989 loss: 3.0438 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.0438 2023/07/20 14:30:35 - mmengine - INFO - Epoch(train) [8][2520/9365] lr: 3.1609e-01 eta: 1 day, 3:37:36 time: 0.6209 data_time: 0.1285 memory: 16132 grad_norm: 0.9655 loss: 2.8879 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.8879 2023/07/20 14:30:47 - mmengine - INFO - Epoch(train) [8][2540/9365] lr: 3.1605e-01 eta: 1 day, 3:37:14 time: 0.6278 data_time: 0.1018 memory: 16132 grad_norm: 0.9856 loss: 3.0506 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0506 2023/07/20 14:30:59 - mmengine - INFO - Epoch(train) [8][2560/9365] lr: 3.1600e-01 eta: 1 day, 3:36:34 time: 0.6121 data_time: 0.1112 memory: 16132 grad_norm: 0.9898 loss: 2.9936 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.9936 2023/07/20 14:31:12 - mmengine - INFO - Epoch(train) [8][2580/9365] lr: 3.1595e-01 eta: 1 day, 3:35:58 time: 0.6155 data_time: 0.1096 memory: 16132 grad_norm: 0.9542 loss: 3.1081 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1081 2023/07/20 14:31:24 - mmengine - INFO - Epoch(train) [8][2600/9365] lr: 3.1591e-01 eta: 1 day, 3:35:20 time: 0.6129 data_time: 0.1255 memory: 16132 grad_norm: 0.9905 loss: 3.2444 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.2444 2023/07/20 14:31:36 - mmengine - INFO - Epoch(train) [8][2620/9365] lr: 3.1586e-01 eta: 1 day, 3:34:49 time: 0.6191 data_time: 0.1324 memory: 16132 grad_norm: 0.9827 loss: 3.1164 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1164 2023/07/20 14:31:49 - mmengine - INFO - Epoch(train) [8][2640/9365] lr: 3.1582e-01 eta: 1 day, 3:34:53 time: 0.6480 data_time: 0.1128 memory: 16132 grad_norm: 0.9775 loss: 3.0067 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0067 2023/07/20 14:32:02 - mmengine - INFO - Epoch(train) [8][2660/9365] lr: 3.1577e-01 eta: 1 day, 3:34:13 time: 0.6110 data_time: 0.1079 memory: 16132 grad_norm: 0.9909 loss: 2.9959 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9959 2023/07/20 14:32:14 - mmengine - INFO - Epoch(train) [8][2680/9365] lr: 3.1573e-01 eta: 1 day, 3:33:54 time: 0.6287 data_time: 0.0929 memory: 16132 grad_norm: 0.9674 loss: 3.1822 top1_acc: 0.3438 top5_acc: 0.4375 loss_cls: 3.1822 2023/07/20 14:32:26 - mmengine - INFO - Epoch(train) [8][2700/9365] lr: 3.1568e-01 eta: 1 day, 3:33:16 time: 0.6124 data_time: 0.1128 memory: 16132 grad_norm: 0.9674 loss: 3.0228 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.0228 2023/07/20 14:32:40 - mmengine - INFO - Epoch(train) [8][2720/9365] lr: 3.1564e-01 eta: 1 day, 3:33:30 time: 0.6565 data_time: 0.1269 memory: 16132 grad_norm: 0.9873 loss: 3.1690 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1690 2023/07/20 14:32:52 - mmengine - INFO - Epoch(train) [8][2740/9365] lr: 3.1559e-01 eta: 1 day, 3:32:59 time: 0.6181 data_time: 0.1028 memory: 16132 grad_norm: 0.9903 loss: 3.0643 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0643 2023/07/20 14:33:04 - mmengine - INFO - Epoch(train) [8][2760/9365] lr: 3.1554e-01 eta: 1 day, 3:32:31 time: 0.6204 data_time: 0.1061 memory: 16132 grad_norm: 0.9819 loss: 2.9905 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 2.9905 2023/07/20 14:33:17 - mmengine - INFO - Epoch(train) [8][2780/9365] lr: 3.1550e-01 eta: 1 day, 3:32:15 time: 0.6310 data_time: 0.0998 memory: 16132 grad_norm: 0.9794 loss: 2.9597 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 2.9597 2023/07/20 14:33:29 - mmengine - INFO - Epoch(train) [8][2800/9365] lr: 3.1545e-01 eta: 1 day, 3:31:10 time: 0.5869 data_time: 0.1054 memory: 16132 grad_norm: 0.9631 loss: 3.0887 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 3.0887 2023/07/20 14:33:41 - mmengine - INFO - Epoch(train) [8][2820/9365] lr: 3.1541e-01 eta: 1 day, 3:30:51 time: 0.6275 data_time: 0.1217 memory: 16132 grad_norm: 0.9826 loss: 3.0162 top1_acc: 0.1875 top5_acc: 0.6562 loss_cls: 3.0162 2023/07/20 14:33:54 - mmengine - INFO - Epoch(train) [8][2840/9365] lr: 3.1536e-01 eta: 1 day, 3:30:40 time: 0.6348 data_time: 0.1046 memory: 16132 grad_norm: 0.9443 loss: 3.1031 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 3.1031 2023/07/20 14:34:06 - mmengine - INFO - Epoch(train) [8][2860/9365] lr: 3.1532e-01 eta: 1 day, 3:30:04 time: 0.6124 data_time: 0.1086 memory: 16132 grad_norm: 0.9867 loss: 3.0364 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0364 2023/07/20 14:34:19 - mmengine - INFO - Epoch(train) [8][2880/9365] lr: 3.1527e-01 eta: 1 day, 3:29:35 time: 0.6178 data_time: 0.1050 memory: 16132 grad_norm: 0.9680 loss: 3.0886 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.0886 2023/07/20 14:34:31 - mmengine - INFO - Epoch(train) [8][2900/9365] lr: 3.1522e-01 eta: 1 day, 3:29:08 time: 0.6202 data_time: 0.0951 memory: 16132 grad_norm: 0.9962 loss: 3.0482 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0482 2023/07/20 14:34:43 - mmengine - INFO - Epoch(train) [8][2920/9365] lr: 3.1518e-01 eta: 1 day, 3:28:37 time: 0.6161 data_time: 0.1045 memory: 16132 grad_norm: 0.9891 loss: 2.9658 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.9658 2023/07/20 14:34:56 - mmengine - INFO - Epoch(train) [8][2940/9365] lr: 3.1513e-01 eta: 1 day, 3:28:23 time: 0.6317 data_time: 0.1022 memory: 16132 grad_norm: 0.9577 loss: 3.1968 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1968 2023/07/20 14:35:09 - mmengine - INFO - Epoch(train) [8][2960/9365] lr: 3.1509e-01 eta: 1 day, 3:28:01 time: 0.6237 data_time: 0.1022 memory: 16132 grad_norm: 0.9754 loss: 2.9750 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.9750 2023/07/20 14:35:21 - mmengine - INFO - Epoch(train) [8][2980/9365] lr: 3.1504e-01 eta: 1 day, 3:27:51 time: 0.6356 data_time: 0.1111 memory: 16132 grad_norm: 0.9869 loss: 3.0431 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0431 2023/07/20 14:35:33 - mmengine - INFO - Epoch(train) [8][3000/9365] lr: 3.1500e-01 eta: 1 day, 3:27:08 time: 0.6032 data_time: 0.0994 memory: 16132 grad_norm: 0.9618 loss: 3.1361 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1361 2023/07/20 14:35:47 - mmengine - INFO - Epoch(train) [8][3020/9365] lr: 3.1495e-01 eta: 1 day, 3:27:33 time: 0.6696 data_time: 0.1069 memory: 16132 grad_norm: 0.9503 loss: 2.9800 top1_acc: 0.3438 top5_acc: 0.7812 loss_cls: 2.9800 2023/07/20 14:35:59 - mmengine - INFO - Epoch(train) [8][3040/9365] lr: 3.1490e-01 eta: 1 day, 3:27:17 time: 0.6294 data_time: 0.0995 memory: 16132 grad_norm: 0.9649 loss: 3.2191 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.2191 2023/07/20 14:36:11 - mmengine - INFO - Epoch(train) [8][3060/9365] lr: 3.1486e-01 eta: 1 day, 3:26:27 time: 0.5967 data_time: 0.1209 memory: 16132 grad_norm: 0.9913 loss: 3.0595 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0595 2023/07/20 14:36:24 - mmengine - INFO - Epoch(train) [8][3080/9365] lr: 3.1481e-01 eta: 1 day, 3:26:17 time: 0.6353 data_time: 0.1445 memory: 16132 grad_norm: 0.9734 loss: 2.9896 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 2.9896 2023/07/20 14:36:36 - mmengine - INFO - Epoch(train) [8][3100/9365] lr: 3.1477e-01 eta: 1 day, 3:25:47 time: 0.6149 data_time: 0.1072 memory: 16132 grad_norm: 0.9567 loss: 3.0392 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 3.0392 2023/07/20 14:36:49 - mmengine - INFO - Epoch(train) [8][3120/9365] lr: 3.1472e-01 eta: 1 day, 3:26:00 time: 0.6589 data_time: 0.0985 memory: 16132 grad_norm: 0.9742 loss: 2.9427 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 2.9427 2023/07/20 14:37:02 - mmengine - INFO - Epoch(train) [8][3140/9365] lr: 3.1468e-01 eta: 1 day, 3:25:30 time: 0.6146 data_time: 0.1039 memory: 16132 grad_norm: 0.9584 loss: 2.9528 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.9528 2023/07/20 14:37:15 - mmengine - INFO - Epoch(train) [8][3160/9365] lr: 3.1463e-01 eta: 1 day, 3:25:34 time: 0.6499 data_time: 0.1085 memory: 16132 grad_norm: 0.9918 loss: 2.9749 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.9749 2023/07/20 14:37:27 - mmengine - INFO - Epoch(train) [8][3180/9365] lr: 3.1458e-01 eta: 1 day, 3:25:08 time: 0.6187 data_time: 0.1410 memory: 16132 grad_norm: 0.9747 loss: 2.9241 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9241 2023/07/20 14:37:40 - mmengine - INFO - Epoch(train) [8][3200/9365] lr: 3.1454e-01 eta: 1 day, 3:25:02 time: 0.6401 data_time: 0.1017 memory: 16132 grad_norm: 0.9802 loss: 2.9481 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 2.9481 2023/07/20 14:37:52 - mmengine - INFO - Epoch(train) [8][3220/9365] lr: 3.1449e-01 eta: 1 day, 3:24:40 time: 0.6229 data_time: 0.1052 memory: 16132 grad_norm: 0.9667 loss: 3.0552 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0552 2023/07/20 14:38:05 - mmengine - INFO - Epoch(train) [8][3240/9365] lr: 3.1445e-01 eta: 1 day, 3:23:58 time: 0.6018 data_time: 0.0979 memory: 16132 grad_norm: 0.9831 loss: 3.1569 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1569 2023/07/20 14:38:18 - mmengine - INFO - Epoch(train) [8][3260/9365] lr: 3.1440e-01 eta: 1 day, 3:24:07 time: 0.6557 data_time: 0.1381 memory: 16132 grad_norm: 0.9889 loss: 3.1637 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.1637 2023/07/20 14:38:31 - mmengine - INFO - Epoch(train) [8][3280/9365] lr: 3.1435e-01 eta: 1 day, 3:24:10 time: 0.6484 data_time: 0.1055 memory: 16132 grad_norm: 0.9866 loss: 3.1310 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.1310 2023/07/20 14:38:44 - mmengine - INFO - Epoch(train) [8][3300/9365] lr: 3.1431e-01 eta: 1 day, 3:24:10 time: 0.6466 data_time: 0.1105 memory: 16132 grad_norm: 1.0003 loss: 3.0393 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 3.0393 2023/07/20 14:38:56 - mmengine - INFO - Epoch(train) [8][3320/9365] lr: 3.1426e-01 eta: 1 day, 3:23:59 time: 0.6346 data_time: 0.0982 memory: 16132 grad_norm: 0.9704 loss: 3.0988 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0988 2023/07/20 14:39:09 - mmengine - INFO - Epoch(train) [8][3340/9365] lr: 3.1422e-01 eta: 1 day, 3:23:39 time: 0.6240 data_time: 0.1122 memory: 16132 grad_norm: 0.9825 loss: 2.9426 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9426 2023/07/20 14:39:21 - mmengine - INFO - Epoch(train) [8][3360/9365] lr: 3.1417e-01 eta: 1 day, 3:23:07 time: 0.6126 data_time: 0.1178 memory: 16132 grad_norm: 0.9720 loss: 3.0689 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.0689 2023/07/20 14:39:34 - mmengine - INFO - Epoch(train) [8][3380/9365] lr: 3.1413e-01 eta: 1 day, 3:23:00 time: 0.6382 data_time: 0.1041 memory: 16132 grad_norm: 1.0089 loss: 3.2281 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.2281 2023/07/20 14:39:47 - mmengine - INFO - Epoch(train) [8][3400/9365] lr: 3.1408e-01 eta: 1 day, 3:22:49 time: 0.6349 data_time: 0.1455 memory: 16132 grad_norm: 0.9578 loss: 3.0914 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0914 2023/07/20 14:39:59 - mmengine - INFO - Epoch(train) [8][3420/9365] lr: 3.1403e-01 eta: 1 day, 3:22:27 time: 0.6220 data_time: 0.1131 memory: 16132 grad_norm: 0.9949 loss: 3.1795 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1795 2023/07/20 14:40:12 - mmengine - INFO - Epoch(train) [8][3440/9365] lr: 3.1399e-01 eta: 1 day, 3:22:23 time: 0.6422 data_time: 0.0974 memory: 16132 grad_norm: 0.9752 loss: 3.1107 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.1107 2023/07/20 14:40:15 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 14:40:24 - mmengine - INFO - Epoch(train) [8][3460/9365] lr: 3.1394e-01 eta: 1 day, 3:22:07 time: 0.6294 data_time: 0.1145 memory: 16132 grad_norm: 0.9874 loss: 3.1032 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.1032 2023/07/20 14:40:37 - mmengine - INFO - Epoch(train) [8][3480/9365] lr: 3.1390e-01 eta: 1 day, 3:22:10 time: 0.6494 data_time: 0.1062 memory: 16132 grad_norm: 0.9716 loss: 3.0193 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0193 2023/07/20 14:40:49 - mmengine - INFO - Epoch(train) [8][3500/9365] lr: 3.1385e-01 eta: 1 day, 3:21:26 time: 0.5985 data_time: 0.1056 memory: 16132 grad_norm: 0.9816 loss: 2.9919 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.9919 2023/07/20 14:41:02 - mmengine - INFO - Epoch(train) [8][3520/9365] lr: 3.1380e-01 eta: 1 day, 3:20:55 time: 0.6118 data_time: 0.1272 memory: 16132 grad_norm: 1.0013 loss: 2.9527 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.9527 2023/07/20 14:41:14 - mmengine - INFO - Epoch(train) [8][3540/9365] lr: 3.1376e-01 eta: 1 day, 3:20:42 time: 0.6311 data_time: 0.1289 memory: 16132 grad_norm: 0.9782 loss: 3.0166 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0166 2023/07/20 14:41:27 - mmengine - INFO - Epoch(train) [8][3560/9365] lr: 3.1371e-01 eta: 1 day, 3:20:16 time: 0.6171 data_time: 0.1053 memory: 16132 grad_norm: 0.9621 loss: 3.0369 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.0369 2023/07/20 14:41:39 - mmengine - INFO - Epoch(train) [8][3580/9365] lr: 3.1367e-01 eta: 1 day, 3:19:56 time: 0.6239 data_time: 0.0961 memory: 16132 grad_norm: 0.9829 loss: 2.9518 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.9518 2023/07/20 14:41:52 - mmengine - INFO - Epoch(train) [8][3600/9365] lr: 3.1362e-01 eta: 1 day, 3:19:35 time: 0.6224 data_time: 0.1178 memory: 16132 grad_norm: 1.0131 loss: 3.0543 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 3.0543 2023/07/20 14:42:05 - mmengine - INFO - Epoch(train) [8][3620/9365] lr: 3.1357e-01 eta: 1 day, 3:19:42 time: 0.6559 data_time: 0.1060 memory: 16132 grad_norm: 0.9701 loss: 3.0085 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0085 2023/07/20 14:42:18 - mmengine - INFO - Epoch(train) [8][3640/9365] lr: 3.1353e-01 eta: 1 day, 3:19:36 time: 0.6400 data_time: 0.1376 memory: 16132 grad_norm: 0.9532 loss: 3.1011 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1011 2023/07/20 14:42:30 - mmengine - INFO - Epoch(train) [8][3660/9365] lr: 3.1348e-01 eta: 1 day, 3:18:59 time: 0.6039 data_time: 0.1105 memory: 16132 grad_norm: 0.9554 loss: 2.9882 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.9882 2023/07/20 14:42:42 - mmengine - INFO - Epoch(train) [8][3680/9365] lr: 3.1344e-01 eta: 1 day, 3:18:22 time: 0.6034 data_time: 0.1087 memory: 16132 grad_norm: 0.9886 loss: 3.0965 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0965 2023/07/20 14:42:54 - mmengine - INFO - Epoch(train) [8][3700/9365] lr: 3.1339e-01 eta: 1 day, 3:17:50 time: 0.6085 data_time: 0.1095 memory: 16132 grad_norm: 0.9497 loss: 2.9075 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.9075 2023/07/20 14:43:06 - mmengine - INFO - Epoch(train) [8][3720/9365] lr: 3.1334e-01 eta: 1 day, 3:17:06 time: 0.5947 data_time: 0.1015 memory: 16132 grad_norm: 0.9950 loss: 3.0709 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.0709 2023/07/20 14:43:18 - mmengine - INFO - Epoch(train) [8][3740/9365] lr: 3.1330e-01 eta: 1 day, 3:16:46 time: 0.6224 data_time: 0.1016 memory: 16132 grad_norm: 0.9817 loss: 2.9746 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9746 2023/07/20 14:43:31 - mmengine - INFO - Epoch(train) [8][3760/9365] lr: 3.1325e-01 eta: 1 day, 3:16:37 time: 0.6364 data_time: 0.1049 memory: 16132 grad_norm: 0.9960 loss: 3.2067 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.2067 2023/07/20 14:43:43 - mmengine - INFO - Epoch(train) [8][3780/9365] lr: 3.1321e-01 eta: 1 day, 3:16:11 time: 0.6156 data_time: 0.1023 memory: 16132 grad_norm: 0.9651 loss: 3.0855 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.0855 2023/07/20 14:43:57 - mmengine - INFO - Epoch(train) [8][3800/9365] lr: 3.1316e-01 eta: 1 day, 3:16:28 time: 0.6674 data_time: 0.1335 memory: 16132 grad_norm: 0.9802 loss: 2.9277 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9277 2023/07/20 14:44:09 - mmengine - INFO - Epoch(train) [8][3820/9365] lr: 3.1311e-01 eta: 1 day, 3:15:53 time: 0.6045 data_time: 0.1085 memory: 16132 grad_norm: 0.9717 loss: 3.1349 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1349 2023/07/20 14:44:21 - mmengine - INFO - Epoch(train) [8][3840/9365] lr: 3.1307e-01 eta: 1 day, 3:15:16 time: 0.6013 data_time: 0.1248 memory: 16132 grad_norm: 0.9836 loss: 3.0031 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.0031 2023/07/20 14:44:34 - mmengine - INFO - Epoch(train) [8][3860/9365] lr: 3.1302e-01 eta: 1 day, 3:15:07 time: 0.6367 data_time: 0.1128 memory: 16132 grad_norm: 0.9800 loss: 2.9509 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.9509 2023/07/20 14:44:46 - mmengine - INFO - Epoch(train) [8][3880/9365] lr: 3.1297e-01 eta: 1 day, 3:14:45 time: 0.6192 data_time: 0.1095 memory: 16132 grad_norm: 0.9718 loss: 3.0396 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0396 2023/07/20 14:44:58 - mmengine - INFO - Epoch(train) [8][3900/9365] lr: 3.1293e-01 eta: 1 day, 3:14:12 time: 0.6058 data_time: 0.1152 memory: 16132 grad_norm: 0.9868 loss: 3.0270 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0270 2023/07/20 14:45:10 - mmengine - INFO - Epoch(train) [8][3920/9365] lr: 3.1288e-01 eta: 1 day, 3:13:47 time: 0.6162 data_time: 0.1115 memory: 16132 grad_norm: 0.9855 loss: 3.0672 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0672 2023/07/20 14:45:23 - mmengine - INFO - Epoch(train) [8][3940/9365] lr: 3.1284e-01 eta: 1 day, 3:13:33 time: 0.6291 data_time: 0.1043 memory: 16132 grad_norm: 1.0040 loss: 3.1240 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.1240 2023/07/20 14:45:35 - mmengine - INFO - Epoch(train) [8][3960/9365] lr: 3.1279e-01 eta: 1 day, 3:12:58 time: 0.6029 data_time: 0.1078 memory: 16132 grad_norm: 0.9621 loss: 2.9588 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.9588 2023/07/20 14:45:48 - mmengine - INFO - Epoch(train) [8][3980/9365] lr: 3.1274e-01 eta: 1 day, 3:12:50 time: 0.6370 data_time: 0.1258 memory: 16132 grad_norm: 0.9834 loss: 2.9572 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9572 2023/07/20 14:46:00 - mmengine - INFO - Epoch(train) [8][4000/9365] lr: 3.1270e-01 eta: 1 day, 3:12:30 time: 0.6219 data_time: 0.1073 memory: 16132 grad_norm: 0.9649 loss: 3.0114 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0114 2023/07/20 14:46:13 - mmengine - INFO - Epoch(train) [8][4020/9365] lr: 3.1265e-01 eta: 1 day, 3:12:18 time: 0.6319 data_time: 0.1141 memory: 16132 grad_norm: 0.9818 loss: 3.1587 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1587 2023/07/20 14:46:25 - mmengine - INFO - Epoch(train) [8][4040/9365] lr: 3.1261e-01 eta: 1 day, 3:11:56 time: 0.6189 data_time: 0.1153 memory: 16132 grad_norm: 0.9675 loss: 3.0394 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0394 2023/07/20 14:46:38 - mmengine - INFO - Epoch(train) [8][4060/9365] lr: 3.1256e-01 eta: 1 day, 3:11:43 time: 0.6310 data_time: 0.1109 memory: 16132 grad_norm: 0.9810 loss: 3.1469 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.1469 2023/07/20 14:46:51 - mmengine - INFO - Epoch(train) [8][4080/9365] lr: 3.1251e-01 eta: 1 day, 3:11:30 time: 0.6297 data_time: 0.1080 memory: 16132 grad_norm: 0.9864 loss: 2.9905 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9905 2023/07/20 14:47:03 - mmengine - INFO - Epoch(train) [8][4100/9365] lr: 3.1247e-01 eta: 1 day, 3:11:04 time: 0.6134 data_time: 0.1000 memory: 16132 grad_norm: 0.9654 loss: 3.0145 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.0145 2023/07/20 14:47:16 - mmengine - INFO - Epoch(train) [8][4120/9365] lr: 3.1242e-01 eta: 1 day, 3:11:02 time: 0.6458 data_time: 0.1135 memory: 16132 grad_norm: 0.9863 loss: 3.0284 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.0284 2023/07/20 14:47:29 - mmengine - INFO - Epoch(train) [8][4140/9365] lr: 3.1237e-01 eta: 1 day, 3:10:57 time: 0.6402 data_time: 0.1143 memory: 16132 grad_norm: 0.9772 loss: 3.1923 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1923 2023/07/20 14:47:41 - mmengine - INFO - Epoch(train) [8][4160/9365] lr: 3.1233e-01 eta: 1 day, 3:10:52 time: 0.6415 data_time: 0.1097 memory: 16132 grad_norm: 0.9729 loss: 3.0346 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0346 2023/07/20 14:47:53 - mmengine - INFO - Epoch(train) [8][4180/9365] lr: 3.1228e-01 eta: 1 day, 3:10:19 time: 0.6038 data_time: 0.1068 memory: 16132 grad_norm: 0.9709 loss: 3.0482 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0482 2023/07/20 14:48:06 - mmengine - INFO - Epoch(train) [8][4200/9365] lr: 3.1224e-01 eta: 1 day, 3:09:50 time: 0.6088 data_time: 0.1003 memory: 16132 grad_norm: 0.9863 loss: 3.0997 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0997 2023/07/20 14:48:18 - mmengine - INFO - Epoch(train) [8][4220/9365] lr: 3.1219e-01 eta: 1 day, 3:09:28 time: 0.6179 data_time: 0.1411 memory: 16132 grad_norm: 0.9815 loss: 3.0882 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0882 2023/07/20 14:48:31 - mmengine - INFO - Epoch(train) [8][4240/9365] lr: 3.1214e-01 eta: 1 day, 3:09:09 time: 0.6231 data_time: 0.1383 memory: 16132 grad_norm: 0.9901 loss: 2.9124 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.9124 2023/07/20 14:48:43 - mmengine - INFO - Epoch(train) [8][4260/9365] lr: 3.1210e-01 eta: 1 day, 3:09:06 time: 0.6430 data_time: 0.1061 memory: 16132 grad_norm: 0.9708 loss: 3.1063 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.1063 2023/07/20 14:48:56 - mmengine - INFO - Epoch(train) [8][4280/9365] lr: 3.1205e-01 eta: 1 day, 3:08:43 time: 0.6172 data_time: 0.1020 memory: 16132 grad_norm: 0.9794 loss: 3.1223 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 3.1223 2023/07/20 14:49:09 - mmengine - INFO - Epoch(train) [8][4300/9365] lr: 3.1200e-01 eta: 1 day, 3:08:38 time: 0.6405 data_time: 0.1693 memory: 16132 grad_norm: 0.9847 loss: 2.9505 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.9505 2023/07/20 14:49:21 - mmengine - INFO - Epoch(train) [8][4320/9365] lr: 3.1196e-01 eta: 1 day, 3:08:02 time: 0.5983 data_time: 0.0963 memory: 16132 grad_norm: 0.9838 loss: 3.0023 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0023 2023/07/20 14:49:33 - mmengine - INFO - Epoch(train) [8][4340/9365] lr: 3.1191e-01 eta: 1 day, 3:07:41 time: 0.6197 data_time: 0.1140 memory: 16132 grad_norm: 0.9788 loss: 3.1139 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1139 2023/07/20 14:49:45 - mmengine - INFO - Epoch(train) [8][4360/9365] lr: 3.1186e-01 eta: 1 day, 3:07:23 time: 0.6222 data_time: 0.1002 memory: 16132 grad_norm: 0.9944 loss: 3.0922 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.0922 2023/07/20 14:49:58 - mmengine - INFO - Epoch(train) [8][4380/9365] lr: 3.1182e-01 eta: 1 day, 3:07:05 time: 0.6230 data_time: 0.1090 memory: 16132 grad_norm: 0.9607 loss: 3.0435 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0435 2023/07/20 14:50:10 - mmengine - INFO - Epoch(train) [8][4400/9365] lr: 3.1177e-01 eta: 1 day, 3:06:48 time: 0.6247 data_time: 0.1110 memory: 16132 grad_norm: 0.9907 loss: 3.0781 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.0781 2023/07/20 14:50:23 - mmengine - INFO - Epoch(train) [8][4420/9365] lr: 3.1173e-01 eta: 1 day, 3:06:18 time: 0.6056 data_time: 0.1168 memory: 16132 grad_norm: 0.9760 loss: 3.1484 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1484 2023/07/20 14:50:35 - mmengine - INFO - Epoch(train) [8][4440/9365] lr: 3.1168e-01 eta: 1 day, 3:06:00 time: 0.6234 data_time: 0.1114 memory: 16132 grad_norm: 0.9740 loss: 3.1013 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 3.1013 2023/07/20 14:50:38 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 14:50:47 - mmengine - INFO - Epoch(train) [8][4460/9365] lr: 3.1163e-01 eta: 1 day, 3:05:40 time: 0.6192 data_time: 0.1039 memory: 16132 grad_norm: 0.9809 loss: 3.1458 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1458 2023/07/20 14:51:00 - mmengine - INFO - Epoch(train) [8][4480/9365] lr: 3.1159e-01 eta: 1 day, 3:05:19 time: 0.6183 data_time: 0.0978 memory: 16132 grad_norm: 1.0028 loss: 3.0785 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 3.0785 2023/07/20 14:51:12 - mmengine - INFO - Epoch(train) [8][4500/9365] lr: 3.1154e-01 eta: 1 day, 3:05:02 time: 0.6242 data_time: 0.1300 memory: 16132 grad_norm: 0.9684 loss: 3.0128 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0128 2023/07/20 14:51:25 - mmengine - INFO - Epoch(train) [8][4520/9365] lr: 3.1149e-01 eta: 1 day, 3:04:50 time: 0.6301 data_time: 0.1265 memory: 16132 grad_norm: 0.9835 loss: 3.0652 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0652 2023/07/20 14:51:38 - mmengine - INFO - Epoch(train) [8][4540/9365] lr: 3.1145e-01 eta: 1 day, 3:04:46 time: 0.6442 data_time: 0.1284 memory: 16132 grad_norm: 0.9868 loss: 3.0991 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.0991 2023/07/20 14:51:50 - mmengine - INFO - Epoch(train) [8][4560/9365] lr: 3.1140e-01 eta: 1 day, 3:04:26 time: 0.6181 data_time: 0.1179 memory: 16132 grad_norm: 0.9735 loss: 2.9889 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9889 2023/07/20 14:52:02 - mmengine - INFO - Epoch(train) [8][4580/9365] lr: 3.1135e-01 eta: 1 day, 3:04:01 time: 0.6130 data_time: 0.1064 memory: 16132 grad_norm: 0.9951 loss: 3.1472 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.1472 2023/07/20 14:52:15 - mmengine - INFO - Epoch(train) [8][4600/9365] lr: 3.1131e-01 eta: 1 day, 3:03:52 time: 0.6344 data_time: 0.1190 memory: 16132 grad_norm: 0.9983 loss: 3.0765 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 3.0765 2023/07/20 14:52:27 - mmengine - INFO - Epoch(train) [8][4620/9365] lr: 3.1126e-01 eta: 1 day, 3:03:17 time: 0.5974 data_time: 0.1003 memory: 16132 grad_norm: 0.9942 loss: 3.0481 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0481 2023/07/20 14:52:40 - mmengine - INFO - Epoch(train) [8][4640/9365] lr: 3.1122e-01 eta: 1 day, 3:03:02 time: 0.6263 data_time: 0.1284 memory: 16132 grad_norm: 0.9871 loss: 2.9580 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9580 2023/07/20 14:52:52 - mmengine - INFO - Epoch(train) [8][4660/9365] lr: 3.1117e-01 eta: 1 day, 3:02:45 time: 0.6230 data_time: 0.1133 memory: 16132 grad_norm: 1.0079 loss: 3.1004 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.1004 2023/07/20 14:53:04 - mmengine - INFO - Epoch(train) [8][4680/9365] lr: 3.1112e-01 eta: 1 day, 3:02:17 time: 0.6069 data_time: 0.1317 memory: 16132 grad_norm: 0.9974 loss: 3.0667 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0667 2023/07/20 14:53:17 - mmengine - INFO - Epoch(train) [8][4700/9365] lr: 3.1108e-01 eta: 1 day, 3:02:03 time: 0.6281 data_time: 0.1068 memory: 16132 grad_norm: 0.9791 loss: 3.0512 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.0512 2023/07/20 14:53:29 - mmengine - INFO - Epoch(train) [8][4720/9365] lr: 3.1103e-01 eta: 1 day, 3:01:40 time: 0.6132 data_time: 0.0992 memory: 16132 grad_norm: 0.9797 loss: 3.0442 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 3.0442 2023/07/20 14:53:42 - mmengine - INFO - Epoch(train) [8][4740/9365] lr: 3.1098e-01 eta: 1 day, 3:01:40 time: 0.6496 data_time: 0.1076 memory: 16132 grad_norm: 0.9882 loss: 3.0483 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.0483 2023/07/20 14:53:54 - mmengine - INFO - Epoch(train) [8][4760/9365] lr: 3.1094e-01 eta: 1 day, 3:01:10 time: 0.6036 data_time: 0.1031 memory: 16132 grad_norm: 0.9761 loss: 3.0460 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.0460 2023/07/20 14:54:06 - mmengine - INFO - Epoch(train) [8][4780/9365] lr: 3.1089e-01 eta: 1 day, 3:00:45 time: 0.6099 data_time: 0.1072 memory: 16132 grad_norm: 0.9867 loss: 3.0779 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0779 2023/07/20 14:54:19 - mmengine - INFO - Epoch(train) [8][4800/9365] lr: 3.1084e-01 eta: 1 day, 3:00:24 time: 0.6174 data_time: 0.1087 memory: 16132 grad_norm: 0.9745 loss: 2.9606 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.9606 2023/07/20 14:54:31 - mmengine - INFO - Epoch(train) [8][4820/9365] lr: 3.1080e-01 eta: 1 day, 3:00:01 time: 0.6125 data_time: 0.1024 memory: 16132 grad_norm: 0.9718 loss: 3.1092 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.1092 2023/07/20 14:54:44 - mmengine - INFO - Epoch(train) [8][4840/9365] lr: 3.1075e-01 eta: 1 day, 2:59:49 time: 0.6310 data_time: 0.1019 memory: 16132 grad_norm: 0.9884 loss: 3.0880 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 3.0880 2023/07/20 14:54:56 - mmengine - INFO - Epoch(train) [8][4860/9365] lr: 3.1070e-01 eta: 1 day, 2:59:24 time: 0.6098 data_time: 0.0987 memory: 16132 grad_norm: 0.9857 loss: 3.0713 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0713 2023/07/20 14:55:08 - mmengine - INFO - Epoch(train) [8][4880/9365] lr: 3.1066e-01 eta: 1 day, 2:59:03 time: 0.6172 data_time: 0.0969 memory: 16132 grad_norm: 0.9777 loss: 3.1959 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1959 2023/07/20 14:55:20 - mmengine - INFO - Epoch(train) [8][4900/9365] lr: 3.1061e-01 eta: 1 day, 2:58:37 time: 0.6077 data_time: 0.1141 memory: 16132 grad_norm: 0.9824 loss: 2.9959 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9959 2023/07/20 14:55:33 - mmengine - INFO - Epoch(train) [8][4920/9365] lr: 3.1056e-01 eta: 1 day, 2:58:12 time: 0.6094 data_time: 0.1049 memory: 16132 grad_norm: 0.9915 loss: 3.0485 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0485 2023/07/20 14:55:45 - mmengine - INFO - Epoch(train) [8][4940/9365] lr: 3.1052e-01 eta: 1 day, 2:57:58 time: 0.6267 data_time: 0.0955 memory: 16132 grad_norm: 1.0046 loss: 3.1579 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1579 2023/07/20 14:55:58 - mmengine - INFO - Epoch(train) [8][4960/9365] lr: 3.1047e-01 eta: 1 day, 2:57:38 time: 0.6187 data_time: 0.1043 memory: 16132 grad_norm: 0.9639 loss: 3.0846 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0846 2023/07/20 14:56:11 - mmengine - INFO - Epoch(train) [8][4980/9365] lr: 3.1042e-01 eta: 1 day, 2:57:50 time: 0.6686 data_time: 0.1259 memory: 16132 grad_norm: 1.0079 loss: 2.9856 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.9856 2023/07/20 14:56:23 - mmengine - INFO - Epoch(train) [8][5000/9365] lr: 3.1038e-01 eta: 1 day, 2:57:30 time: 0.6166 data_time: 0.1194 memory: 16132 grad_norm: 0.9885 loss: 3.1611 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.1611 2023/07/20 14:56:35 - mmengine - INFO - Epoch(train) [8][5020/9365] lr: 3.1033e-01 eta: 1 day, 2:57:05 time: 0.6091 data_time: 0.1093 memory: 16132 grad_norm: 0.9719 loss: 3.0873 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0873 2023/07/20 14:56:48 - mmengine - INFO - Epoch(train) [8][5040/9365] lr: 3.1028e-01 eta: 1 day, 2:56:43 time: 0.6147 data_time: 0.1171 memory: 16132 grad_norm: 0.9780 loss: 3.0679 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0679 2023/07/20 14:57:00 - mmengine - INFO - Epoch(train) [8][5060/9365] lr: 3.1024e-01 eta: 1 day, 2:56:22 time: 0.6158 data_time: 0.1093 memory: 16132 grad_norm: 0.9811 loss: 3.1553 top1_acc: 0.3125 top5_acc: 0.3750 loss_cls: 3.1553 2023/07/20 14:57:12 - mmengine - INFO - Epoch(train) [8][5080/9365] lr: 3.1019e-01 eta: 1 day, 2:55:55 time: 0.6041 data_time: 0.1093 memory: 16132 grad_norm: 0.9879 loss: 3.1129 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1129 2023/07/20 14:57:25 - mmengine - INFO - Epoch(train) [8][5100/9365] lr: 3.1014e-01 eta: 1 day, 2:55:46 time: 0.6354 data_time: 0.0969 memory: 16132 grad_norm: 0.9735 loss: 2.7834 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.7834 2023/07/20 14:57:37 - mmengine - INFO - Epoch(train) [8][5120/9365] lr: 3.1010e-01 eta: 1 day, 2:55:29 time: 0.6219 data_time: 0.1140 memory: 16132 grad_norm: 0.9785 loss: 3.1132 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1132 2023/07/20 14:57:50 - mmengine - INFO - Epoch(train) [8][5140/9365] lr: 3.1005e-01 eta: 1 day, 2:55:23 time: 0.6394 data_time: 0.1037 memory: 16132 grad_norm: 0.9879 loss: 2.7767 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.7767 2023/07/20 14:58:02 - mmengine - INFO - Epoch(train) [8][5160/9365] lr: 3.1000e-01 eta: 1 day, 2:54:57 time: 0.6077 data_time: 0.0979 memory: 16132 grad_norm: 0.9871 loss: 3.0060 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.0060 2023/07/20 14:58:14 - mmengine - INFO - Epoch(train) [8][5180/9365] lr: 3.0996e-01 eta: 1 day, 2:54:31 time: 0.6054 data_time: 0.0968 memory: 16132 grad_norm: 0.9997 loss: 3.0780 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0780 2023/07/20 14:58:27 - mmengine - INFO - Epoch(train) [8][5200/9365] lr: 3.0991e-01 eta: 1 day, 2:54:13 time: 0.6212 data_time: 0.1170 memory: 16132 grad_norm: 0.9934 loss: 3.0071 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0071 2023/07/20 14:58:39 - mmengine - INFO - Epoch(train) [8][5220/9365] lr: 3.0986e-01 eta: 1 day, 2:53:50 time: 0.6107 data_time: 0.0990 memory: 16132 grad_norm: 0.9839 loss: 3.0910 top1_acc: 0.3125 top5_acc: 0.4062 loss_cls: 3.0910 2023/07/20 14:58:51 - mmengine - INFO - Epoch(train) [8][5240/9365] lr: 3.0982e-01 eta: 1 day, 2:53:28 time: 0.6130 data_time: 0.1041 memory: 16132 grad_norm: 0.9704 loss: 2.9339 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.9339 2023/07/20 14:59:04 - mmengine - INFO - Epoch(train) [8][5260/9365] lr: 3.0977e-01 eta: 1 day, 2:53:11 time: 0.6204 data_time: 0.1063 memory: 16132 grad_norm: 0.9704 loss: 2.9481 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9481 2023/07/20 14:59:16 - mmengine - INFO - Epoch(train) [8][5280/9365] lr: 3.0972e-01 eta: 1 day, 2:52:50 time: 0.6147 data_time: 0.1028 memory: 16132 grad_norm: 0.9797 loss: 2.9866 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.9866 2023/07/20 14:59:29 - mmengine - INFO - Epoch(train) [8][5300/9365] lr: 3.0968e-01 eta: 1 day, 2:52:56 time: 0.6611 data_time: 0.1033 memory: 16132 grad_norm: 0.9820 loss: 3.1221 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.1221 2023/07/20 14:59:42 - mmengine - INFO - Epoch(train) [8][5320/9365] lr: 3.0963e-01 eta: 1 day, 2:52:52 time: 0.6435 data_time: 0.1203 memory: 16132 grad_norm: 0.9829 loss: 2.9903 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 2.9903 2023/07/20 14:59:55 - mmengine - INFO - Epoch(train) [8][5340/9365] lr: 3.0958e-01 eta: 1 day, 2:52:40 time: 0.6289 data_time: 0.1152 memory: 16132 grad_norm: 0.9689 loss: 3.0077 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0077 2023/07/20 15:00:07 - mmengine - INFO - Epoch(train) [8][5360/9365] lr: 3.0954e-01 eta: 1 day, 2:52:17 time: 0.6119 data_time: 0.1076 memory: 16132 grad_norm: 0.9743 loss: 3.1024 top1_acc: 0.1562 top5_acc: 0.5625 loss_cls: 3.1024 2023/07/20 15:00:20 - mmengine - INFO - Epoch(train) [8][5380/9365] lr: 3.0949e-01 eta: 1 day, 2:52:08 time: 0.6348 data_time: 0.1081 memory: 16132 grad_norm: 0.9865 loss: 2.9675 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9675 2023/07/20 15:00:32 - mmengine - INFO - Epoch(train) [8][5400/9365] lr: 3.0944e-01 eta: 1 day, 2:51:55 time: 0.6275 data_time: 0.1073 memory: 16132 grad_norm: 0.9914 loss: 3.0435 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.0435 2023/07/20 15:00:44 - mmengine - INFO - Epoch(train) [8][5420/9365] lr: 3.0940e-01 eta: 1 day, 2:51:28 time: 0.6032 data_time: 0.1058 memory: 16132 grad_norm: 0.9795 loss: 3.0519 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0519 2023/07/20 15:00:57 - mmengine - INFO - Epoch(train) [8][5440/9365] lr: 3.0935e-01 eta: 1 day, 2:51:15 time: 0.6281 data_time: 0.1004 memory: 16132 grad_norm: 0.9840 loss: 3.0795 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.0795 2023/07/20 15:01:00 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 15:01:09 - mmengine - INFO - Epoch(train) [8][5460/9365] lr: 3.0930e-01 eta: 1 day, 2:50:51 time: 0.6086 data_time: 0.0997 memory: 16132 grad_norm: 0.9831 loss: 3.1086 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.1086 2023/07/20 15:01:22 - mmengine - INFO - Epoch(train) [8][5480/9365] lr: 3.0926e-01 eta: 1 day, 2:50:47 time: 0.6443 data_time: 0.1269 memory: 16132 grad_norm: 0.9959 loss: 2.8741 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8741 2023/07/20 15:01:35 - mmengine - INFO - Epoch(train) [8][5500/9365] lr: 3.0921e-01 eta: 1 day, 2:50:35 time: 0.6303 data_time: 0.1065 memory: 16132 grad_norm: 0.9997 loss: 3.0359 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0359 2023/07/20 15:01:47 - mmengine - INFO - Epoch(train) [8][5520/9365] lr: 3.0916e-01 eta: 1 day, 2:50:25 time: 0.6324 data_time: 0.1550 memory: 16132 grad_norm: 0.9851 loss: 3.0329 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 3.0329 2023/07/20 15:01:59 - mmengine - INFO - Epoch(train) [8][5540/9365] lr: 3.0912e-01 eta: 1 day, 2:49:57 time: 0.6018 data_time: 0.1086 memory: 16132 grad_norm: 0.9732 loss: 2.9907 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.9907 2023/07/20 15:02:12 - mmengine - INFO - Epoch(train) [8][5560/9365] lr: 3.0907e-01 eta: 1 day, 2:49:50 time: 0.6386 data_time: 0.0937 memory: 16132 grad_norm: 0.9903 loss: 3.0864 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 3.0864 2023/07/20 15:02:25 - mmengine - INFO - Epoch(train) [8][5580/9365] lr: 3.0902e-01 eta: 1 day, 2:49:33 time: 0.6197 data_time: 0.1113 memory: 16132 grad_norm: 0.9945 loss: 3.0312 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0312 2023/07/20 15:02:37 - mmengine - INFO - Epoch(train) [8][5600/9365] lr: 3.0897e-01 eta: 1 day, 2:49:17 time: 0.6231 data_time: 0.1210 memory: 16132 grad_norm: 0.9824 loss: 2.9874 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.9874 2023/07/20 15:02:49 - mmengine - INFO - Epoch(train) [8][5620/9365] lr: 3.0893e-01 eta: 1 day, 2:49:00 time: 0.6204 data_time: 0.1157 memory: 16132 grad_norm: 0.9835 loss: 3.1110 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.1110 2023/07/20 15:03:01 - mmengine - INFO - Epoch(train) [8][5640/9365] lr: 3.0888e-01 eta: 1 day, 2:48:26 time: 0.5898 data_time: 0.1052 memory: 16132 grad_norm: 0.9943 loss: 3.0548 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0548 2023/07/20 15:03:14 - mmengine - INFO - Epoch(train) [8][5660/9365] lr: 3.0883e-01 eta: 1 day, 2:48:13 time: 0.6275 data_time: 0.1065 memory: 16132 grad_norm: 0.9896 loss: 3.0149 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0149 2023/07/20 15:03:26 - mmengine - INFO - Epoch(train) [8][5680/9365] lr: 3.0879e-01 eta: 1 day, 2:47:58 time: 0.6235 data_time: 0.1001 memory: 16132 grad_norm: 0.9959 loss: 2.9757 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.9757 2023/07/20 15:03:38 - mmengine - INFO - Epoch(train) [8][5700/9365] lr: 3.0874e-01 eta: 1 day, 2:47:31 time: 0.6017 data_time: 0.1047 memory: 16132 grad_norm: 0.9957 loss: 2.8059 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.8059 2023/07/20 15:03:51 - mmengine - INFO - Epoch(train) [8][5720/9365] lr: 3.0869e-01 eta: 1 day, 2:47:18 time: 0.6265 data_time: 0.1180 memory: 16132 grad_norm: 0.9840 loss: 3.0421 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0421 2023/07/20 15:04:04 - mmengine - INFO - Epoch(train) [8][5740/9365] lr: 3.0865e-01 eta: 1 day, 2:47:16 time: 0.6494 data_time: 0.1308 memory: 16132 grad_norm: 0.9565 loss: 3.0732 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0732 2023/07/20 15:04:16 - mmengine - INFO - Epoch(train) [8][5760/9365] lr: 3.0860e-01 eta: 1 day, 2:46:53 time: 0.6087 data_time: 0.1051 memory: 16132 grad_norm: 0.9793 loss: 3.1070 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1070 2023/07/20 15:04:28 - mmengine - INFO - Epoch(train) [8][5780/9365] lr: 3.0855e-01 eta: 1 day, 2:46:35 time: 0.6177 data_time: 0.1304 memory: 16132 grad_norm: 0.9844 loss: 3.0160 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0160 2023/07/20 15:04:41 - mmengine - INFO - Epoch(train) [8][5800/9365] lr: 3.0851e-01 eta: 1 day, 2:46:28 time: 0.6389 data_time: 0.1039 memory: 16132 grad_norm: 0.9437 loss: 3.1807 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1807 2023/07/20 15:04:53 - mmengine - INFO - Epoch(train) [8][5820/9365] lr: 3.0846e-01 eta: 1 day, 2:46:01 time: 0.6003 data_time: 0.1080 memory: 16132 grad_norm: 1.0056 loss: 3.1932 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.1932 2023/07/20 15:05:06 - mmengine - INFO - Epoch(train) [8][5840/9365] lr: 3.0841e-01 eta: 1 day, 2:45:42 time: 0.6170 data_time: 0.1291 memory: 16132 grad_norm: 0.9928 loss: 3.0969 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.0969 2023/07/20 15:05:18 - mmengine - INFO - Epoch(train) [8][5860/9365] lr: 3.0836e-01 eta: 1 day, 2:45:24 time: 0.6171 data_time: 0.1028 memory: 16132 grad_norm: 0.9902 loss: 3.1635 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.1635 2023/07/20 15:05:31 - mmengine - INFO - Epoch(train) [8][5880/9365] lr: 3.0832e-01 eta: 1 day, 2:45:12 time: 0.6301 data_time: 0.1306 memory: 16132 grad_norm: 0.9812 loss: 2.9301 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.9301 2023/07/20 15:05:43 - mmengine - INFO - Epoch(train) [8][5900/9365] lr: 3.0827e-01 eta: 1 day, 2:44:55 time: 0.6183 data_time: 0.1084 memory: 16132 grad_norm: 0.9885 loss: 3.0785 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 3.0785 2023/07/20 15:05:55 - mmengine - INFO - Epoch(train) [8][5920/9365] lr: 3.0822e-01 eta: 1 day, 2:44:36 time: 0.6159 data_time: 0.1026 memory: 16132 grad_norm: 0.9714 loss: 3.1402 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1402 2023/07/20 15:06:07 - mmengine - INFO - Epoch(train) [8][5940/9365] lr: 3.0818e-01 eta: 1 day, 2:44:13 time: 0.6077 data_time: 0.1038 memory: 16132 grad_norm: 0.9893 loss: 2.9879 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9879 2023/07/20 15:06:19 - mmengine - INFO - Epoch(train) [8][5960/9365] lr: 3.0813e-01 eta: 1 day, 2:43:46 time: 0.5997 data_time: 0.1059 memory: 16132 grad_norm: 0.9925 loss: 3.0114 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.0114 2023/07/20 15:06:32 - mmengine - INFO - Epoch(train) [8][5980/9365] lr: 3.0808e-01 eta: 1 day, 2:43:29 time: 0.6194 data_time: 0.1006 memory: 16132 grad_norm: 0.9906 loss: 3.1675 top1_acc: 0.2188 top5_acc: 0.3750 loss_cls: 3.1675 2023/07/20 15:06:45 - mmengine - INFO - Epoch(train) [8][6000/9365] lr: 3.0804e-01 eta: 1 day, 2:43:25 time: 0.6461 data_time: 0.1121 memory: 16132 grad_norm: 0.9871 loss: 3.0535 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 3.0535 2023/07/20 15:06:57 - mmengine - INFO - Epoch(train) [8][6020/9365] lr: 3.0799e-01 eta: 1 day, 2:43:12 time: 0.6270 data_time: 0.1272 memory: 16132 grad_norm: 0.9809 loss: 3.1127 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.1127 2023/07/20 15:07:10 - mmengine - INFO - Epoch(train) [8][6040/9365] lr: 3.0794e-01 eta: 1 day, 2:42:54 time: 0.6171 data_time: 0.1110 memory: 16132 grad_norm: 0.9771 loss: 3.0005 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0005 2023/07/20 15:07:22 - mmengine - INFO - Epoch(train) [8][6060/9365] lr: 3.0789e-01 eta: 1 day, 2:42:29 time: 0.6031 data_time: 0.1133 memory: 16132 grad_norm: 0.9945 loss: 3.1238 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1238 2023/07/20 15:07:34 - mmengine - INFO - Epoch(train) [8][6080/9365] lr: 3.0785e-01 eta: 1 day, 2:42:08 time: 0.6115 data_time: 0.1084 memory: 16132 grad_norm: 0.9925 loss: 3.0129 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.0129 2023/07/20 15:07:46 - mmengine - INFO - Epoch(train) [8][6100/9365] lr: 3.0780e-01 eta: 1 day, 2:41:50 time: 0.6151 data_time: 0.1223 memory: 16132 grad_norm: 0.9765 loss: 3.1002 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1002 2023/07/20 15:07:59 - mmengine - INFO - Epoch(train) [8][6120/9365] lr: 3.0775e-01 eta: 1 day, 2:41:34 time: 0.6226 data_time: 0.1099 memory: 16132 grad_norm: 0.9858 loss: 3.0592 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.0592 2023/07/20 15:08:11 - mmengine - INFO - Epoch(train) [8][6140/9365] lr: 3.0771e-01 eta: 1 day, 2:41:16 time: 0.6154 data_time: 0.1077 memory: 16132 grad_norm: 0.9957 loss: 3.0948 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0948 2023/07/20 15:08:24 - mmengine - INFO - Epoch(train) [8][6160/9365] lr: 3.0766e-01 eta: 1 day, 2:41:14 time: 0.6501 data_time: 0.1038 memory: 16132 grad_norm: 1.0008 loss: 3.0965 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0965 2023/07/20 15:08:37 - mmengine - INFO - Epoch(train) [8][6180/9365] lr: 3.0761e-01 eta: 1 day, 2:41:02 time: 0.6275 data_time: 0.1170 memory: 16132 grad_norm: 0.9902 loss: 3.0138 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.0138 2023/07/20 15:08:49 - mmengine - INFO - Epoch(train) [8][6200/9365] lr: 3.0756e-01 eta: 1 day, 2:40:39 time: 0.6071 data_time: 0.1155 memory: 16132 grad_norm: 0.9760 loss: 2.9343 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.9343 2023/07/20 15:09:01 - mmengine - INFO - Epoch(train) [8][6220/9365] lr: 3.0752e-01 eta: 1 day, 2:40:22 time: 0.6196 data_time: 0.1153 memory: 16132 grad_norm: 0.9764 loss: 2.9984 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 2.9984 2023/07/20 15:09:14 - mmengine - INFO - Epoch(train) [8][6240/9365] lr: 3.0747e-01 eta: 1 day, 2:40:08 time: 0.6241 data_time: 0.1045 memory: 16132 grad_norm: 0.9849 loss: 3.0317 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0317 2023/07/20 15:09:26 - mmengine - INFO - Epoch(train) [8][6260/9365] lr: 3.0742e-01 eta: 1 day, 2:39:50 time: 0.6161 data_time: 0.1083 memory: 16132 grad_norm: 0.9979 loss: 3.0029 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0029 2023/07/20 15:09:39 - mmengine - INFO - Epoch(train) [8][6280/9365] lr: 3.0738e-01 eta: 1 day, 2:39:40 time: 0.6333 data_time: 0.1062 memory: 16132 grad_norm: 0.9842 loss: 3.0106 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0106 2023/07/20 15:09:52 - mmengine - INFO - Epoch(train) [8][6300/9365] lr: 3.0733e-01 eta: 1 day, 2:39:40 time: 0.6528 data_time: 0.1328 memory: 16132 grad_norm: 1.0076 loss: 3.0092 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0092 2023/07/20 15:10:04 - mmengine - INFO - Epoch(train) [8][6320/9365] lr: 3.0728e-01 eta: 1 day, 2:39:25 time: 0.6233 data_time: 0.1109 memory: 16132 grad_norm: 0.9891 loss: 3.0627 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0627 2023/07/20 15:10:17 - mmengine - INFO - Epoch(train) [8][6340/9365] lr: 3.0723e-01 eta: 1 day, 2:39:11 time: 0.6251 data_time: 0.1099 memory: 16132 grad_norm: 0.9935 loss: 3.0198 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.0198 2023/07/20 15:10:29 - mmengine - INFO - Epoch(train) [8][6360/9365] lr: 3.0719e-01 eta: 1 day, 2:38:52 time: 0.6148 data_time: 0.1015 memory: 16132 grad_norm: 0.9783 loss: 3.1171 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.1171 2023/07/20 15:10:41 - mmengine - INFO - Epoch(train) [8][6380/9365] lr: 3.0714e-01 eta: 1 day, 2:38:31 time: 0.6086 data_time: 0.1098 memory: 16132 grad_norm: 1.0035 loss: 2.9261 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9261 2023/07/20 15:10:54 - mmengine - INFO - Epoch(train) [8][6400/9365] lr: 3.0709e-01 eta: 1 day, 2:38:16 time: 0.6233 data_time: 0.1155 memory: 16132 grad_norm: 0.9895 loss: 2.9912 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 2.9912 2023/07/20 15:11:06 - mmengine - INFO - Epoch(train) [8][6420/9365] lr: 3.0705e-01 eta: 1 day, 2:38:06 time: 0.6336 data_time: 0.1302 memory: 16132 grad_norm: 0.9988 loss: 3.0114 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0114 2023/07/20 15:11:19 - mmengine - INFO - Epoch(train) [8][6440/9365] lr: 3.0700e-01 eta: 1 day, 2:37:53 time: 0.6251 data_time: 0.1305 memory: 16132 grad_norm: 0.9934 loss: 3.1817 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1817 2023/07/20 15:11:22 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 15:11:31 - mmengine - INFO - Epoch(train) [8][6460/9365] lr: 3.0695e-01 eta: 1 day, 2:37:29 time: 0.6035 data_time: 0.1119 memory: 16132 grad_norm: 0.9880 loss: 2.9209 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9209 2023/07/20 15:11:43 - mmengine - INFO - Epoch(train) [8][6480/9365] lr: 3.0690e-01 eta: 1 day, 2:37:09 time: 0.6112 data_time: 0.0921 memory: 16132 grad_norm: 1.0072 loss: 3.0874 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 3.0874 2023/07/20 15:11:56 - mmengine - INFO - Epoch(train) [8][6500/9365] lr: 3.0686e-01 eta: 1 day, 2:36:59 time: 0.6334 data_time: 0.1089 memory: 16132 grad_norm: 0.9986 loss: 2.9931 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9931 2023/07/20 15:12:08 - mmengine - INFO - Epoch(train) [8][6520/9365] lr: 3.0681e-01 eta: 1 day, 2:36:40 time: 0.6134 data_time: 0.1067 memory: 16132 grad_norm: 1.0014 loss: 3.0794 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0794 2023/07/20 15:12:21 - mmengine - INFO - Epoch(train) [8][6540/9365] lr: 3.0676e-01 eta: 1 day, 2:36:20 time: 0.6111 data_time: 0.1093 memory: 16132 grad_norm: 0.9725 loss: 2.9979 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9979 2023/07/20 15:12:33 - mmengine - INFO - Epoch(train) [8][6560/9365] lr: 3.0671e-01 eta: 1 day, 2:35:59 time: 0.6099 data_time: 0.1065 memory: 16132 grad_norm: 1.0091 loss: 2.8163 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 2.8163 2023/07/20 15:12:45 - mmengine - INFO - Epoch(train) [8][6580/9365] lr: 3.0667e-01 eta: 1 day, 2:35:41 time: 0.6158 data_time: 0.1077 memory: 16132 grad_norm: 0.9797 loss: 3.1887 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1887 2023/07/20 15:12:57 - mmengine - INFO - Epoch(train) [8][6600/9365] lr: 3.0662e-01 eta: 1 day, 2:35:17 time: 0.6033 data_time: 0.1013 memory: 16132 grad_norm: 0.9798 loss: 2.9690 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9690 2023/07/20 15:13:09 - mmengine - INFO - Epoch(train) [8][6620/9365] lr: 3.0657e-01 eta: 1 day, 2:35:00 time: 0.6177 data_time: 0.1028 memory: 16132 grad_norm: 0.9988 loss: 3.0004 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0004 2023/07/20 15:13:22 - mmengine - INFO - Epoch(train) [8][6640/9365] lr: 3.0653e-01 eta: 1 day, 2:34:57 time: 0.6479 data_time: 0.1140 memory: 16132 grad_norm: 0.9887 loss: 2.8932 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8932 2023/07/20 15:13:35 - mmengine - INFO - Epoch(train) [8][6660/9365] lr: 3.0648e-01 eta: 1 day, 2:34:48 time: 0.6344 data_time: 0.1326 memory: 16132 grad_norm: 0.9674 loss: 3.0572 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0572 2023/07/20 15:13:48 - mmengine - INFO - Epoch(train) [8][6680/9365] lr: 3.0643e-01 eta: 1 day, 2:34:38 time: 0.6319 data_time: 0.1063 memory: 16132 grad_norm: 0.9568 loss: 3.0233 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.0233 2023/07/20 15:14:00 - mmengine - INFO - Epoch(train) [8][6700/9365] lr: 3.0638e-01 eta: 1 day, 2:34:26 time: 0.6282 data_time: 0.1035 memory: 16132 grad_norm: 0.9899 loss: 3.0714 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.0714 2023/07/20 15:14:13 - mmengine - INFO - Epoch(train) [8][6720/9365] lr: 3.0634e-01 eta: 1 day, 2:34:13 time: 0.6272 data_time: 0.1304 memory: 16132 grad_norm: 0.9692 loss: 3.0454 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0454 2023/07/20 15:14:25 - mmengine - INFO - Epoch(train) [8][6740/9365] lr: 3.0629e-01 eta: 1 day, 2:33:57 time: 0.6205 data_time: 0.1441 memory: 16132 grad_norm: 1.0085 loss: 3.0766 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0766 2023/07/20 15:14:38 - mmengine - INFO - Epoch(train) [8][6760/9365] lr: 3.0624e-01 eta: 1 day, 2:33:40 time: 0.6159 data_time: 0.1078 memory: 16132 grad_norm: 0.9959 loss: 3.0744 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.0744 2023/07/20 15:14:50 - mmengine - INFO - Epoch(train) [8][6780/9365] lr: 3.0619e-01 eta: 1 day, 2:33:18 time: 0.6065 data_time: 0.1035 memory: 16132 grad_norm: 0.9763 loss: 3.0277 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0277 2023/07/20 15:15:03 - mmengine - INFO - Epoch(train) [8][6800/9365] lr: 3.0615e-01 eta: 1 day, 2:33:12 time: 0.6432 data_time: 0.1043 memory: 16132 grad_norm: 0.9840 loss: 2.9646 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.9646 2023/07/20 15:15:16 - mmengine - INFO - Epoch(train) [8][6820/9365] lr: 3.0610e-01 eta: 1 day, 2:33:12 time: 0.6555 data_time: 0.1244 memory: 16132 grad_norm: 0.9839 loss: 2.9399 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9399 2023/07/20 15:15:28 - mmengine - INFO - Epoch(train) [8][6840/9365] lr: 3.0605e-01 eta: 1 day, 2:32:47 time: 0.5988 data_time: 0.1091 memory: 16132 grad_norm: 0.9802 loss: 2.9438 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9438 2023/07/20 15:15:40 - mmengine - INFO - Epoch(train) [8][6860/9365] lr: 3.0600e-01 eta: 1 day, 2:32:34 time: 0.6255 data_time: 0.1111 memory: 16132 grad_norm: 0.9924 loss: 3.0324 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.0324 2023/07/20 15:15:53 - mmengine - INFO - Epoch(train) [8][6880/9365] lr: 3.0596e-01 eta: 1 day, 2:32:22 time: 0.6288 data_time: 0.1117 memory: 16132 grad_norm: 1.0132 loss: 2.9261 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9261 2023/07/20 15:16:05 - mmengine - INFO - Epoch(train) [8][6900/9365] lr: 3.0591e-01 eta: 1 day, 2:32:01 time: 0.6069 data_time: 0.0960 memory: 16132 grad_norm: 0.9679 loss: 2.9003 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9003 2023/07/20 15:16:17 - mmengine - INFO - Epoch(train) [8][6920/9365] lr: 3.0586e-01 eta: 1 day, 2:31:41 time: 0.6110 data_time: 0.1031 memory: 16132 grad_norm: 1.0103 loss: 2.8656 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8656 2023/07/20 15:16:30 - mmengine - INFO - Epoch(train) [8][6940/9365] lr: 3.0581e-01 eta: 1 day, 2:31:24 time: 0.6165 data_time: 0.1085 memory: 16132 grad_norm: 0.9732 loss: 2.9927 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9927 2023/07/20 15:16:42 - mmengine - INFO - Epoch(train) [8][6960/9365] lr: 3.0577e-01 eta: 1 day, 2:31:03 time: 0.6089 data_time: 0.1050 memory: 16132 grad_norm: 0.9914 loss: 2.9360 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9360 2023/07/20 15:16:54 - mmengine - INFO - Epoch(train) [8][6980/9365] lr: 3.0572e-01 eta: 1 day, 2:30:35 time: 0.5906 data_time: 0.1012 memory: 16132 grad_norm: 0.9635 loss: 3.0958 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0958 2023/07/20 15:17:07 - mmengine - INFO - Epoch(train) [8][7000/9365] lr: 3.0567e-01 eta: 1 day, 2:30:31 time: 0.6475 data_time: 0.0977 memory: 16132 grad_norm: 0.9865 loss: 3.0412 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0412 2023/07/20 15:17:19 - mmengine - INFO - Epoch(train) [8][7020/9365] lr: 3.0562e-01 eta: 1 day, 2:30:21 time: 0.6324 data_time: 0.1057 memory: 16132 grad_norm: 0.9930 loss: 2.9734 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9734 2023/07/20 15:17:32 - mmengine - INFO - Epoch(train) [8][7040/9365] lr: 3.0558e-01 eta: 1 day, 2:30:11 time: 0.6324 data_time: 0.1158 memory: 16132 grad_norm: 0.9939 loss: 3.0689 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0689 2023/07/20 15:17:44 - mmengine - INFO - Epoch(train) [8][7060/9365] lr: 3.0553e-01 eta: 1 day, 2:29:56 time: 0.6217 data_time: 0.1183 memory: 16132 grad_norm: 1.0123 loss: 3.0570 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0570 2023/07/20 15:17:57 - mmengine - INFO - Epoch(train) [8][7080/9365] lr: 3.0548e-01 eta: 1 day, 2:29:48 time: 0.6374 data_time: 0.1171 memory: 16132 grad_norm: 0.9823 loss: 3.0203 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.0203 2023/07/20 15:18:10 - mmengine - INFO - Epoch(train) [8][7100/9365] lr: 3.0543e-01 eta: 1 day, 2:29:37 time: 0.6307 data_time: 0.1508 memory: 16132 grad_norm: 0.9793 loss: 2.9528 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9528 2023/07/20 15:18:23 - mmengine - INFO - Epoch(train) [8][7120/9365] lr: 3.0539e-01 eta: 1 day, 2:29:35 time: 0.6518 data_time: 0.1143 memory: 16132 grad_norm: 0.9898 loss: 2.9806 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9806 2023/07/20 15:18:35 - mmengine - INFO - Epoch(train) [8][7140/9365] lr: 3.0534e-01 eta: 1 day, 2:29:19 time: 0.6184 data_time: 0.1085 memory: 16132 grad_norm: 0.9917 loss: 3.2162 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.2162 2023/07/20 15:18:48 - mmengine - INFO - Epoch(train) [8][7160/9365] lr: 3.0529e-01 eta: 1 day, 2:29:03 time: 0.6195 data_time: 0.0981 memory: 16132 grad_norm: 0.9609 loss: 2.9191 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9191 2023/07/20 15:19:00 - mmengine - INFO - Epoch(train) [8][7180/9365] lr: 3.0524e-01 eta: 1 day, 2:28:49 time: 0.6244 data_time: 0.1210 memory: 16132 grad_norm: 1.0163 loss: 3.1563 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1563 2023/07/20 15:19:12 - mmengine - INFO - Epoch(train) [8][7200/9365] lr: 3.0520e-01 eta: 1 day, 2:28:28 time: 0.6075 data_time: 0.1006 memory: 16132 grad_norm: 0.9914 loss: 3.0167 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 3.0167 2023/07/20 15:19:25 - mmengine - INFO - Epoch(train) [8][7220/9365] lr: 3.0515e-01 eta: 1 day, 2:28:09 time: 0.6105 data_time: 0.0994 memory: 16132 grad_norm: 1.0106 loss: 3.1148 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1148 2023/07/20 15:19:36 - mmengine - INFO - Epoch(train) [8][7240/9365] lr: 3.0510e-01 eta: 1 day, 2:27:42 time: 0.5927 data_time: 0.0997 memory: 16132 grad_norm: 0.9999 loss: 2.9303 top1_acc: 0.4688 top5_acc: 0.5625 loss_cls: 2.9303 2023/07/20 15:19:49 - mmengine - INFO - Epoch(train) [8][7260/9365] lr: 3.0505e-01 eta: 1 day, 2:27:26 time: 0.6192 data_time: 0.1011 memory: 16132 grad_norm: 1.0120 loss: 2.9534 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9534 2023/07/20 15:20:01 - mmengine - INFO - Epoch(train) [8][7280/9365] lr: 3.0501e-01 eta: 1 day, 2:27:16 time: 0.6320 data_time: 0.1074 memory: 16132 grad_norm: 0.9854 loss: 2.9267 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.9267 2023/07/20 15:20:14 - mmengine - INFO - Epoch(train) [8][7300/9365] lr: 3.0496e-01 eta: 1 day, 2:27:01 time: 0.6204 data_time: 0.1169 memory: 16132 grad_norm: 0.9941 loss: 3.0512 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0512 2023/07/20 15:20:26 - mmengine - INFO - Epoch(train) [8][7320/9365] lr: 3.0491e-01 eta: 1 day, 2:26:32 time: 0.5891 data_time: 0.1001 memory: 16132 grad_norm: 0.9899 loss: 3.0349 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.0349 2023/07/20 15:20:38 - mmengine - INFO - Epoch(train) [8][7340/9365] lr: 3.0486e-01 eta: 1 day, 2:26:23 time: 0.6336 data_time: 0.1059 memory: 16132 grad_norm: 1.0050 loss: 2.9298 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9298 2023/07/20 15:20:50 - mmengine - INFO - Epoch(train) [8][7360/9365] lr: 3.0482e-01 eta: 1 day, 2:25:55 time: 0.5899 data_time: 0.1079 memory: 16132 grad_norm: 0.9697 loss: 3.1158 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1158 2023/07/20 15:21:02 - mmengine - INFO - Epoch(train) [8][7380/9365] lr: 3.0477e-01 eta: 1 day, 2:25:37 time: 0.6137 data_time: 0.1013 memory: 16132 grad_norm: 0.9921 loss: 3.0376 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0376 2023/07/20 15:21:15 - mmengine - INFO - Epoch(train) [8][7400/9365] lr: 3.0472e-01 eta: 1 day, 2:25:25 time: 0.6273 data_time: 0.1049 memory: 16132 grad_norm: 0.9826 loss: 2.9494 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9494 2023/07/20 15:21:28 - mmengine - INFO - Epoch(train) [8][7420/9365] lr: 3.0467e-01 eta: 1 day, 2:25:14 time: 0.6318 data_time: 0.1031 memory: 16132 grad_norm: 0.9718 loss: 2.9567 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.9567 2023/07/20 15:21:40 - mmengine - INFO - Epoch(train) [8][7440/9365] lr: 3.0463e-01 eta: 1 day, 2:25:04 time: 0.6321 data_time: 0.1058 memory: 16132 grad_norm: 0.9936 loss: 3.0045 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 3.0045 2023/07/20 15:21:44 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 15:21:53 - mmengine - INFO - Epoch(train) [8][7460/9365] lr: 3.0458e-01 eta: 1 day, 2:24:50 time: 0.6235 data_time: 0.1448 memory: 16132 grad_norm: 0.9852 loss: 3.0583 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.0583 2023/07/20 15:22:05 - mmengine - INFO - Epoch(train) [8][7480/9365] lr: 3.0453e-01 eta: 1 day, 2:24:36 time: 0.6225 data_time: 0.1084 memory: 16132 grad_norm: 0.9786 loss: 3.1735 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1735 2023/07/20 15:22:18 - mmengine - INFO - Epoch(train) [8][7500/9365] lr: 3.0448e-01 eta: 1 day, 2:24:27 time: 0.6340 data_time: 0.1014 memory: 16132 grad_norm: 0.9890 loss: 3.0004 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0004 2023/07/20 15:22:31 - mmengine - INFO - Epoch(train) [8][7520/9365] lr: 3.0444e-01 eta: 1 day, 2:24:18 time: 0.6354 data_time: 0.1484 memory: 16132 grad_norm: 0.9755 loss: 2.9587 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9587 2023/07/20 15:22:43 - mmengine - INFO - Epoch(train) [8][7540/9365] lr: 3.0439e-01 eta: 1 day, 2:24:04 time: 0.6241 data_time: 0.1056 memory: 16132 grad_norm: 0.9732 loss: 3.0906 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0906 2023/07/20 15:22:56 - mmengine - INFO - Epoch(train) [8][7560/9365] lr: 3.0434e-01 eta: 1 day, 2:23:54 time: 0.6340 data_time: 0.1000 memory: 16132 grad_norm: 0.9788 loss: 3.0503 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0503 2023/07/20 15:23:08 - mmengine - INFO - Epoch(train) [8][7580/9365] lr: 3.0429e-01 eta: 1 day, 2:23:33 time: 0.6046 data_time: 0.1110 memory: 16132 grad_norm: 1.0198 loss: 3.1059 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1059 2023/07/20 15:23:20 - mmengine - INFO - Epoch(train) [8][7600/9365] lr: 3.0424e-01 eta: 1 day, 2:23:10 time: 0.5996 data_time: 0.1090 memory: 16132 grad_norm: 1.0040 loss: 3.1225 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.1225 2023/07/20 15:23:33 - mmengine - INFO - Epoch(train) [8][7620/9365] lr: 3.0420e-01 eta: 1 day, 2:22:59 time: 0.6304 data_time: 0.1010 memory: 16132 grad_norm: 0.9648 loss: 2.8926 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.8926 2023/07/20 15:23:45 - mmengine - INFO - Epoch(train) [8][7640/9365] lr: 3.0415e-01 eta: 1 day, 2:22:40 time: 0.6119 data_time: 0.1286 memory: 16132 grad_norm: 0.9988 loss: 2.9926 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9926 2023/07/20 15:23:57 - mmengine - INFO - Epoch(train) [8][7660/9365] lr: 3.0410e-01 eta: 1 day, 2:22:24 time: 0.6170 data_time: 0.1109 memory: 16132 grad_norm: 0.9833 loss: 3.1636 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.1636 2023/07/20 15:24:10 - mmengine - INFO - Epoch(train) [8][7680/9365] lr: 3.0405e-01 eta: 1 day, 2:22:18 time: 0.6430 data_time: 0.1006 memory: 16132 grad_norm: 0.9844 loss: 3.0648 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0648 2023/07/20 15:24:23 - mmengine - INFO - Epoch(train) [8][7700/9365] lr: 3.0401e-01 eta: 1 day, 2:22:09 time: 0.6365 data_time: 0.1153 memory: 16132 grad_norm: 0.9994 loss: 3.0948 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0948 2023/07/20 15:24:35 - mmengine - INFO - Epoch(train) [8][7720/9365] lr: 3.0396e-01 eta: 1 day, 2:21:53 time: 0.6168 data_time: 0.1252 memory: 16132 grad_norm: 0.9895 loss: 3.0338 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0338 2023/07/20 15:24:48 - mmengine - INFO - Epoch(train) [8][7740/9365] lr: 3.0391e-01 eta: 1 day, 2:21:47 time: 0.6427 data_time: 0.1048 memory: 16132 grad_norm: 0.9960 loss: 3.1256 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1256 2023/07/20 15:25:00 - mmengine - INFO - Epoch(train) [8][7760/9365] lr: 3.0386e-01 eta: 1 day, 2:21:22 time: 0.5941 data_time: 0.1086 memory: 16132 grad_norm: 1.0041 loss: 3.1104 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1104 2023/07/20 15:25:12 - mmengine - INFO - Epoch(train) [8][7780/9365] lr: 3.0381e-01 eta: 1 day, 2:21:05 time: 0.6159 data_time: 0.1109 memory: 16132 grad_norm: 0.9759 loss: 2.9413 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9413 2023/07/20 15:25:25 - mmengine - INFO - Epoch(train) [8][7800/9365] lr: 3.0377e-01 eta: 1 day, 2:20:47 time: 0.6135 data_time: 0.1013 memory: 16132 grad_norm: 0.9776 loss: 3.0091 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0091 2023/07/20 15:25:37 - mmengine - INFO - Epoch(train) [8][7820/9365] lr: 3.0372e-01 eta: 1 day, 2:20:32 time: 0.6204 data_time: 0.0995 memory: 16132 grad_norm: 0.9858 loss: 2.9150 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9150 2023/07/20 15:25:49 - mmengine - INFO - Epoch(train) [8][7840/9365] lr: 3.0367e-01 eta: 1 day, 2:20:13 time: 0.6089 data_time: 0.1232 memory: 16132 grad_norm: 0.9892 loss: 2.9903 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.9903 2023/07/20 15:26:01 - mmengine - INFO - Epoch(train) [8][7860/9365] lr: 3.0362e-01 eta: 1 day, 2:19:50 time: 0.5993 data_time: 0.1182 memory: 16132 grad_norm: 0.9994 loss: 2.9167 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9167 2023/07/20 15:26:13 - mmengine - INFO - Epoch(train) [8][7880/9365] lr: 3.0358e-01 eta: 1 day, 2:19:30 time: 0.6070 data_time: 0.1219 memory: 16132 grad_norm: 0.9781 loss: 3.1179 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.1179 2023/07/20 15:26:26 - mmengine - INFO - Epoch(train) [8][7900/9365] lr: 3.0353e-01 eta: 1 day, 2:19:23 time: 0.6402 data_time: 0.1386 memory: 16132 grad_norm: 0.9959 loss: 3.0983 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0983 2023/07/20 15:26:38 - mmengine - INFO - Epoch(train) [8][7920/9365] lr: 3.0348e-01 eta: 1 day, 2:19:01 time: 0.6010 data_time: 0.1214 memory: 16132 grad_norm: 0.9816 loss: 2.8759 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.8759 2023/07/20 15:26:51 - mmengine - INFO - Epoch(train) [8][7940/9365] lr: 3.0343e-01 eta: 1 day, 2:19:00 time: 0.6563 data_time: 0.1006 memory: 16132 grad_norm: 1.0401 loss: 3.0545 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0545 2023/07/20 15:27:03 - mmengine - INFO - Epoch(train) [8][7960/9365] lr: 3.0338e-01 eta: 1 day, 2:18:37 time: 0.6003 data_time: 0.1263 memory: 16132 grad_norm: 0.9997 loss: 3.0806 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.0806 2023/07/20 15:27:16 - mmengine - INFO - Epoch(train) [8][7980/9365] lr: 3.0334e-01 eta: 1 day, 2:18:21 time: 0.6165 data_time: 0.1371 memory: 16132 grad_norm: 0.9858 loss: 3.1283 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.1283 2023/07/20 15:27:29 - mmengine - INFO - Epoch(train) [8][8000/9365] lr: 3.0329e-01 eta: 1 day, 2:18:16 time: 0.6452 data_time: 0.1019 memory: 16132 grad_norm: 0.9946 loss: 2.9928 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9928 2023/07/20 15:27:41 - mmengine - INFO - Epoch(train) [8][8020/9365] lr: 3.0324e-01 eta: 1 day, 2:17:54 time: 0.6013 data_time: 0.1047 memory: 16132 grad_norm: 0.9870 loss: 3.0322 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0322 2023/07/20 15:27:53 - mmengine - INFO - Epoch(train) [8][8040/9365] lr: 3.0319e-01 eta: 1 day, 2:17:46 time: 0.6387 data_time: 0.0997 memory: 16132 grad_norm: 1.0151 loss: 3.0783 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0783 2023/07/20 15:28:06 - mmengine - INFO - Epoch(train) [8][8060/9365] lr: 3.0314e-01 eta: 1 day, 2:17:34 time: 0.6265 data_time: 0.1173 memory: 16132 grad_norm: 0.9565 loss: 2.9106 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9106 2023/07/20 15:28:18 - mmengine - INFO - Epoch(train) [8][8080/9365] lr: 3.0310e-01 eta: 1 day, 2:17:19 time: 0.6215 data_time: 0.1164 memory: 16132 grad_norm: 1.0054 loss: 3.0613 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0613 2023/07/20 15:28:30 - mmengine - INFO - Epoch(train) [8][8100/9365] lr: 3.0305e-01 eta: 1 day, 2:16:56 time: 0.5964 data_time: 0.1017 memory: 16132 grad_norm: 0.9927 loss: 2.8789 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.8789 2023/07/20 15:28:43 - mmengine - INFO - Epoch(train) [8][8120/9365] lr: 3.0300e-01 eta: 1 day, 2:16:40 time: 0.6171 data_time: 0.1022 memory: 16132 grad_norm: 0.9979 loss: 2.9670 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.9670 2023/07/20 15:28:56 - mmengine - INFO - Epoch(train) [8][8140/9365] lr: 3.0295e-01 eta: 1 day, 2:16:35 time: 0.6480 data_time: 0.1033 memory: 16132 grad_norm: 0.9777 loss: 3.0281 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0281 2023/07/20 15:29:08 - mmengine - INFO - Epoch(train) [8][8160/9365] lr: 3.0291e-01 eta: 1 day, 2:16:14 time: 0.6036 data_time: 0.0999 memory: 16132 grad_norm: 1.0000 loss: 2.9206 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9206 2023/07/20 15:29:20 - mmengine - INFO - Epoch(train) [8][8180/9365] lr: 3.0286e-01 eta: 1 day, 2:15:58 time: 0.6163 data_time: 0.1082 memory: 16132 grad_norm: 1.0072 loss: 3.0329 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.0329 2023/07/20 15:29:32 - mmengine - INFO - Epoch(train) [8][8200/9365] lr: 3.0281e-01 eta: 1 day, 2:15:43 time: 0.6191 data_time: 0.0995 memory: 16132 grad_norm: 0.9821 loss: 3.0730 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0730 2023/07/20 15:29:45 - mmengine - INFO - Epoch(train) [8][8220/9365] lr: 3.0276e-01 eta: 1 day, 2:15:28 time: 0.6178 data_time: 0.1101 memory: 16132 grad_norm: 0.9886 loss: 3.0312 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0312 2023/07/20 15:29:57 - mmengine - INFO - Epoch(train) [8][8240/9365] lr: 3.0271e-01 eta: 1 day, 2:15:11 time: 0.6139 data_time: 0.1335 memory: 16132 grad_norm: 1.0196 loss: 3.0499 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0499 2023/07/20 15:30:10 - mmengine - INFO - Epoch(train) [8][8260/9365] lr: 3.0267e-01 eta: 1 day, 2:15:10 time: 0.6575 data_time: 0.1407 memory: 16132 grad_norm: 1.0058 loss: 2.8728 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.8728 2023/07/20 15:30:23 - mmengine - INFO - Epoch(train) [8][8280/9365] lr: 3.0262e-01 eta: 1 day, 2:14:58 time: 0.6282 data_time: 0.1424 memory: 16132 grad_norm: 0.9777 loss: 3.1001 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.1001 2023/07/20 15:30:35 - mmengine - INFO - Epoch(train) [8][8300/9365] lr: 3.0257e-01 eta: 1 day, 2:14:42 time: 0.6158 data_time: 0.1130 memory: 16132 grad_norm: 0.9816 loss: 2.8540 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.8540 2023/07/20 15:30:47 - mmengine - INFO - Epoch(train) [8][8320/9365] lr: 3.0252e-01 eta: 1 day, 2:14:23 time: 0.6105 data_time: 0.1000 memory: 16132 grad_norm: 1.0059 loss: 3.0591 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0591 2023/07/20 15:30:59 - mmengine - INFO - Epoch(train) [8][8340/9365] lr: 3.0247e-01 eta: 1 day, 2:14:03 time: 0.6046 data_time: 0.1036 memory: 16132 grad_norm: 1.0010 loss: 3.0197 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0197 2023/07/20 15:31:12 - mmengine - INFO - Epoch(train) [8][8360/9365] lr: 3.0243e-01 eta: 1 day, 2:13:44 time: 0.6073 data_time: 0.1030 memory: 16132 grad_norm: 0.9839 loss: 3.0563 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0563 2023/07/20 15:31:24 - mmengine - INFO - Epoch(train) [8][8380/9365] lr: 3.0238e-01 eta: 1 day, 2:13:31 time: 0.6243 data_time: 0.1140 memory: 16132 grad_norm: 0.9811 loss: 3.0624 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0624 2023/07/20 15:31:37 - mmengine - INFO - Epoch(train) [8][8400/9365] lr: 3.0233e-01 eta: 1 day, 2:13:22 time: 0.6375 data_time: 0.1064 memory: 16132 grad_norm: 1.0036 loss: 3.1509 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.1509 2023/07/20 15:31:49 - mmengine - INFO - Epoch(train) [8][8420/9365] lr: 3.0228e-01 eta: 1 day, 2:13:07 time: 0.6191 data_time: 0.1198 memory: 16132 grad_norm: 0.9983 loss: 3.1598 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1598 2023/07/20 15:32:01 - mmengine - INFO - Epoch(train) [8][8440/9365] lr: 3.0223e-01 eta: 1 day, 2:12:46 time: 0.6000 data_time: 0.1056 memory: 16132 grad_norm: 0.9852 loss: 2.8015 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8015 2023/07/20 15:32:04 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 15:32:13 - mmengine - INFO - Epoch(train) [8][8460/9365] lr: 3.0219e-01 eta: 1 day, 2:12:25 time: 0.6034 data_time: 0.1069 memory: 16132 grad_norm: 0.9908 loss: 3.0218 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0218 2023/07/20 15:32:25 - mmengine - INFO - Epoch(train) [8][8480/9365] lr: 3.0214e-01 eta: 1 day, 2:12:04 time: 0.6015 data_time: 0.1006 memory: 16132 grad_norm: 1.0019 loss: 3.0449 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0449 2023/07/20 15:32:37 - mmengine - INFO - Epoch(train) [8][8500/9365] lr: 3.0209e-01 eta: 1 day, 2:11:43 time: 0.6016 data_time: 0.1006 memory: 16132 grad_norm: 1.0103 loss: 3.0126 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0126 2023/07/20 15:32:50 - mmengine - INFO - Epoch(train) [8][8520/9365] lr: 3.0204e-01 eta: 1 day, 2:11:26 time: 0.6131 data_time: 0.1059 memory: 16132 grad_norm: 0.9892 loss: 2.9226 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9226 2023/07/20 15:33:02 - mmengine - INFO - Epoch(train) [8][8540/9365] lr: 3.0199e-01 eta: 1 day, 2:11:08 time: 0.6095 data_time: 0.0959 memory: 16132 grad_norm: 0.9861 loss: 2.9245 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.9245 2023/07/20 15:33:14 - mmengine - INFO - Epoch(train) [8][8560/9365] lr: 3.0194e-01 eta: 1 day, 2:10:53 time: 0.6214 data_time: 0.0923 memory: 16132 grad_norm: 0.9943 loss: 2.9048 top1_acc: 0.3438 top5_acc: 0.4375 loss_cls: 2.9048 2023/07/20 15:33:26 - mmengine - INFO - Epoch(train) [8][8580/9365] lr: 3.0190e-01 eta: 1 day, 2:10:30 time: 0.5958 data_time: 0.1161 memory: 16132 grad_norm: 0.9875 loss: 2.8634 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8634 2023/07/20 15:33:38 - mmengine - INFO - Epoch(train) [8][8600/9365] lr: 3.0185e-01 eta: 1 day, 2:10:09 time: 0.5994 data_time: 0.1343 memory: 16132 grad_norm: 0.9876 loss: 3.0558 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.0558 2023/07/20 15:33:50 - mmengine - INFO - Epoch(train) [8][8620/9365] lr: 3.0180e-01 eta: 1 day, 2:09:48 time: 0.6025 data_time: 0.1116 memory: 16132 grad_norm: 1.0101 loss: 2.8569 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.8569 2023/07/20 15:34:03 - mmengine - INFO - Epoch(train) [8][8640/9365] lr: 3.0175e-01 eta: 1 day, 2:09:29 time: 0.6063 data_time: 0.1080 memory: 16132 grad_norm: 0.9870 loss: 3.0598 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0598 2023/07/20 15:34:15 - mmengine - INFO - Epoch(train) [8][8660/9365] lr: 3.0170e-01 eta: 1 day, 2:09:17 time: 0.6275 data_time: 0.1100 memory: 16132 grad_norm: 0.9943 loss: 2.9228 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.9228 2023/07/20 15:34:28 - mmengine - INFO - Epoch(train) [8][8680/9365] lr: 3.0166e-01 eta: 1 day, 2:09:04 time: 0.6223 data_time: 0.1445 memory: 16132 grad_norm: 0.9952 loss: 2.8381 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.8381 2023/07/20 15:34:40 - mmengine - INFO - Epoch(train) [8][8700/9365] lr: 3.0161e-01 eta: 1 day, 2:08:44 time: 0.6057 data_time: 0.1086 memory: 16132 grad_norm: 0.9743 loss: 3.0848 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0848 2023/07/20 15:34:52 - mmengine - INFO - Epoch(train) [8][8720/9365] lr: 3.0156e-01 eta: 1 day, 2:08:23 time: 0.6004 data_time: 0.0958 memory: 16132 grad_norm: 0.9853 loss: 3.0289 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0289 2023/07/20 15:35:04 - mmengine - INFO - Epoch(train) [8][8740/9365] lr: 3.0151e-01 eta: 1 day, 2:08:08 time: 0.6176 data_time: 0.1485 memory: 16132 grad_norm: 0.9865 loss: 3.0379 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0379 2023/07/20 15:35:17 - mmengine - INFO - Epoch(train) [8][8760/9365] lr: 3.0146e-01 eta: 1 day, 2:07:56 time: 0.6257 data_time: 0.1023 memory: 16132 grad_norm: 0.9953 loss: 3.0144 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0144 2023/07/20 15:35:29 - mmengine - INFO - Epoch(train) [8][8780/9365] lr: 3.0142e-01 eta: 1 day, 2:07:41 time: 0.6179 data_time: 0.1044 memory: 16132 grad_norm: 0.9993 loss: 2.9654 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.9654 2023/07/20 15:35:41 - mmengine - INFO - Epoch(train) [8][8800/9365] lr: 3.0137e-01 eta: 1 day, 2:07:23 time: 0.6096 data_time: 0.1065 memory: 16132 grad_norm: 0.9855 loss: 3.0884 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0884 2023/07/20 15:35:54 - mmengine - INFO - Epoch(train) [8][8820/9365] lr: 3.0132e-01 eta: 1 day, 2:07:17 time: 0.6460 data_time: 0.1050 memory: 16132 grad_norm: 1.0027 loss: 3.0599 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.0599 2023/07/20 15:36:07 - mmengine - INFO - Epoch(train) [8][8840/9365] lr: 3.0127e-01 eta: 1 day, 2:07:04 time: 0.6237 data_time: 0.1417 memory: 16132 grad_norm: 0.9978 loss: 3.0209 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0209 2023/07/20 15:36:19 - mmengine - INFO - Epoch(train) [8][8860/9365] lr: 3.0122e-01 eta: 1 day, 2:06:42 time: 0.5979 data_time: 0.1132 memory: 16132 grad_norm: 0.9802 loss: 2.9687 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.9687 2023/07/20 15:36:31 - mmengine - INFO - Epoch(train) [8][8880/9365] lr: 3.0117e-01 eta: 1 day, 2:06:35 time: 0.6410 data_time: 0.1221 memory: 16132 grad_norm: 0.9944 loss: 2.8955 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.8955 2023/07/20 15:36:44 - mmengine - INFO - Epoch(train) [8][8900/9365] lr: 3.0113e-01 eta: 1 day, 2:06:19 time: 0.6147 data_time: 0.1260 memory: 16132 grad_norm: 0.9980 loss: 2.9505 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.9505 2023/07/20 15:36:56 - mmengine - INFO - Epoch(train) [8][8920/9365] lr: 3.0108e-01 eta: 1 day, 2:06:10 time: 0.6346 data_time: 0.1088 memory: 16132 grad_norm: 1.0194 loss: 2.9830 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 2.9830 2023/07/20 15:37:09 - mmengine - INFO - Epoch(train) [8][8940/9365] lr: 3.0103e-01 eta: 1 day, 2:06:04 time: 0.6437 data_time: 0.1131 memory: 16132 grad_norm: 0.9966 loss: 3.1018 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 3.1018 2023/07/20 15:37:22 - mmengine - INFO - Epoch(train) [8][8960/9365] lr: 3.0098e-01 eta: 1 day, 2:05:52 time: 0.6272 data_time: 0.1018 memory: 16132 grad_norm: 0.9874 loss: 3.0616 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0616 2023/07/20 15:37:34 - mmengine - INFO - Epoch(train) [8][8980/9365] lr: 3.0093e-01 eta: 1 day, 2:05:33 time: 0.6067 data_time: 0.1116 memory: 16132 grad_norm: 0.9916 loss: 3.0215 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0215 2023/07/20 15:37:47 - mmengine - INFO - Epoch(train) [8][9000/9365] lr: 3.0088e-01 eta: 1 day, 2:05:23 time: 0.6329 data_time: 0.1144 memory: 16132 grad_norm: 1.0178 loss: 3.0464 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.0464 2023/07/20 15:37:59 - mmengine - INFO - Epoch(train) [8][9020/9365] lr: 3.0084e-01 eta: 1 day, 2:05:08 time: 0.6175 data_time: 0.1029 memory: 16132 grad_norm: 0.9775 loss: 3.0350 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0350 2023/07/20 15:38:11 - mmengine - INFO - Epoch(train) [8][9040/9365] lr: 3.0079e-01 eta: 1 day, 2:04:48 time: 0.6034 data_time: 0.1068 memory: 16132 grad_norm: 0.9989 loss: 3.0418 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.0418 2023/07/20 15:38:24 - mmengine - INFO - Epoch(train) [8][9060/9365] lr: 3.0074e-01 eta: 1 day, 2:04:35 time: 0.6241 data_time: 0.0973 memory: 16132 grad_norm: 0.9905 loss: 2.9714 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9714 2023/07/20 15:38:36 - mmengine - INFO - Epoch(train) [8][9080/9365] lr: 3.0069e-01 eta: 1 day, 2:04:26 time: 0.6364 data_time: 0.1157 memory: 16132 grad_norm: 1.0217 loss: 2.9417 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 2.9417 2023/07/20 15:38:49 - mmengine - INFO - Epoch(train) [8][9100/9365] lr: 3.0064e-01 eta: 1 day, 2:04:11 time: 0.6162 data_time: 0.1236 memory: 16132 grad_norm: 1.0012 loss: 2.9665 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.9665 2023/07/20 15:39:01 - mmengine - INFO - Epoch(train) [8][9120/9365] lr: 3.0059e-01 eta: 1 day, 2:03:56 time: 0.6171 data_time: 0.1044 memory: 16132 grad_norm: 0.9828 loss: 2.9874 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.9874 2023/07/20 15:39:14 - mmengine - INFO - Epoch(train) [8][9140/9365] lr: 3.0055e-01 eta: 1 day, 2:03:47 time: 0.6370 data_time: 0.1066 memory: 16132 grad_norm: 0.9915 loss: 3.0641 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0641 2023/07/20 15:39:26 - mmengine - INFO - Epoch(train) [8][9160/9365] lr: 3.0050e-01 eta: 1 day, 2:03:33 time: 0.6211 data_time: 0.1022 memory: 16132 grad_norm: 0.9831 loss: 2.9249 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9249 2023/07/20 15:39:39 - mmengine - INFO - Epoch(train) [8][9180/9365] lr: 3.0045e-01 eta: 1 day, 2:03:20 time: 0.6230 data_time: 0.1094 memory: 16132 grad_norm: 1.0096 loss: 3.0661 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0661 2023/07/20 15:39:52 - mmengine - INFO - Epoch(train) [8][9200/9365] lr: 3.0040e-01 eta: 1 day, 2:03:15 time: 0.6469 data_time: 0.0974 memory: 16132 grad_norm: 0.9848 loss: 2.9936 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9936 2023/07/20 15:40:04 - mmengine - INFO - Epoch(train) [8][9220/9365] lr: 3.0035e-01 eta: 1 day, 2:03:01 time: 0.6210 data_time: 0.1400 memory: 16132 grad_norm: 1.0148 loss: 2.9688 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9688 2023/07/20 15:40:17 - mmengine - INFO - Epoch(train) [8][9240/9365] lr: 3.0030e-01 eta: 1 day, 2:02:51 time: 0.6331 data_time: 0.1120 memory: 16132 grad_norm: 1.0036 loss: 3.0615 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0615 2023/07/20 15:40:29 - mmengine - INFO - Epoch(train) [8][9260/9365] lr: 3.0026e-01 eta: 1 day, 2:02:38 time: 0.6261 data_time: 0.1181 memory: 16132 grad_norm: 0.9896 loss: 2.9875 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9875 2023/07/20 15:40:41 - mmengine - INFO - Epoch(train) [8][9280/9365] lr: 3.0021e-01 eta: 1 day, 2:02:13 time: 0.5862 data_time: 0.0959 memory: 16132 grad_norm: 0.9974 loss: 3.0781 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.0781 2023/07/20 15:40:53 - mmengine - INFO - Epoch(train) [8][9300/9365] lr: 3.0016e-01 eta: 1 day, 2:02:00 time: 0.6214 data_time: 0.1005 memory: 16132 grad_norm: 0.9865 loss: 3.0129 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.0129 2023/07/20 15:41:06 - mmengine - INFO - Epoch(train) [8][9320/9365] lr: 3.0011e-01 eta: 1 day, 2:01:44 time: 0.6159 data_time: 0.1338 memory: 16132 grad_norm: 0.9797 loss: 3.1035 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.1035 2023/07/20 15:41:18 - mmengine - INFO - Epoch(train) [8][9340/9365] lr: 3.0006e-01 eta: 1 day, 2:01:28 time: 0.6126 data_time: 0.1106 memory: 16132 grad_norm: 1.0066 loss: 3.0593 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 3.0593 2023/07/20 15:41:30 - mmengine - INFO - Epoch(train) [8][9360/9365] lr: 3.0001e-01 eta: 1 day, 2:01:00 time: 0.5789 data_time: 0.0919 memory: 16132 grad_norm: 1.0075 loss: 2.9721 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.9721 2023/07/20 15:41:32 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 15:41:32 - mmengine - INFO - Epoch(train) [8][9365/9365] lr: 3.0000e-01 eta: 1 day, 2:00:48 time: 0.5512 data_time: 0.0852 memory: 16132 grad_norm: 0.9949 loss: 3.0103 top1_acc: 0.2917 top5_acc: 0.5000 loss_cls: 3.0103 2023/07/20 15:41:32 - mmengine - INFO - Saving checkpoint at 8 epochs 2023/07/20 15:41:51 - mmengine - INFO - Epoch(val) [8][20/78] eta: 0:00:50 time: 0.8669 data_time: 0.5293 memory: 3721 2023/07/20 15:42:04 - mmengine - INFO - Epoch(val) [8][40/78] eta: 0:00:29 time: 0.6746 data_time: 0.2824 memory: 3721 2023/07/20 15:42:16 - mmengine - INFO - Epoch(val) [8][60/78] eta: 0:00:12 time: 0.5747 data_time: 0.1925 memory: 3721 2023/07/20 15:42:25 - mmengine - INFO - Epoch(val) [8][78/78] acc/top1: 0.2614 acc/top5: 0.5146 acc/mean1: 0.2613 data_time: 0.2791 time: 0.6270 2023/07/20 15:42:25 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/daiwenxun/mmlab/mmaction2/work_dirs/slowonly_r50_8xb32-u48-240e_k400-keypoint/best_acc_top1_epoch_4.pth is removed 2023/07/20 15:42:26 - mmengine - INFO - The best checkpoint with 0.2614 acc/top1 at 8 epoch is saved to best_acc_top1_epoch_8.pth. 2023/07/20 15:42:47 - mmengine - INFO - Epoch(train) [9][ 20/9365] lr: 2.9995e-01 eta: 1 day, 2:02:47 time: 1.0346 data_time: 0.4343 memory: 16132 grad_norm: 1.0066 loss: 2.9922 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9922 2023/07/20 15:42:58 - mmengine - INFO - Epoch(train) [9][ 40/9365] lr: 2.9991e-01 eta: 1 day, 2:02:24 time: 0.5926 data_time: 0.1161 memory: 16132 grad_norm: 0.9680 loss: 3.0785 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0785 2023/07/20 15:43:11 - mmengine - INFO - Epoch(train) [9][ 60/9365] lr: 2.9986e-01 eta: 1 day, 2:02:12 time: 0.6272 data_time: 0.1360 memory: 16132 grad_norm: 0.9901 loss: 2.9255 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9255 2023/07/20 15:43:23 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 15:43:23 - mmengine - INFO - Epoch(train) [9][ 80/9365] lr: 2.9981e-01 eta: 1 day, 2:01:54 time: 0.6103 data_time: 0.1099 memory: 16132 grad_norm: 0.9804 loss: 2.9222 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9222 2023/07/20 15:43:36 - mmengine - INFO - Epoch(train) [9][ 100/9365] lr: 2.9976e-01 eta: 1 day, 2:01:44 time: 0.6317 data_time: 0.1008 memory: 16132 grad_norm: 1.0015 loss: 3.0150 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0150 2023/07/20 15:43:48 - mmengine - INFO - Epoch(train) [9][ 120/9365] lr: 2.9971e-01 eta: 1 day, 2:01:31 time: 0.6272 data_time: 0.1068 memory: 16132 grad_norm: 0.9873 loss: 3.0970 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 3.0970 2023/07/20 15:44:01 - mmengine - INFO - Epoch(train) [9][ 140/9365] lr: 2.9966e-01 eta: 1 day, 2:01:20 time: 0.6295 data_time: 0.0984 memory: 16132 grad_norm: 1.0300 loss: 3.1242 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.1242 2023/07/20 15:44:13 - mmengine - INFO - Epoch(train) [9][ 160/9365] lr: 2.9961e-01 eta: 1 day, 2:01:03 time: 0.6106 data_time: 0.1140 memory: 16132 grad_norm: 0.9879 loss: 2.9542 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9542 2023/07/20 15:44:26 - mmengine - INFO - Epoch(train) [9][ 180/9365] lr: 2.9957e-01 eta: 1 day, 2:00:53 time: 0.6346 data_time: 0.0979 memory: 16132 grad_norm: 1.0114 loss: 2.9904 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9904 2023/07/20 15:44:39 - mmengine - INFO - Epoch(train) [9][ 200/9365] lr: 2.9952e-01 eta: 1 day, 2:00:46 time: 0.6432 data_time: 0.1460 memory: 16132 grad_norm: 1.0160 loss: 3.0218 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0218 2023/07/20 15:44:52 - mmengine - INFO - Epoch(train) [9][ 220/9365] lr: 2.9947e-01 eta: 1 day, 2:00:37 time: 0.6386 data_time: 0.1121 memory: 16132 grad_norm: 0.9934 loss: 2.9933 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9933 2023/07/20 15:45:03 - mmengine - INFO - Epoch(train) [9][ 240/9365] lr: 2.9942e-01 eta: 1 day, 2:00:13 time: 0.5879 data_time: 0.1088 memory: 16132 grad_norm: 1.0124 loss: 3.1165 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 3.1165 2023/07/20 15:45:15 - mmengine - INFO - Epoch(train) [9][ 260/9365] lr: 2.9937e-01 eta: 1 day, 1:59:52 time: 0.5970 data_time: 0.0926 memory: 16132 grad_norm: 1.0245 loss: 3.0598 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0598 2023/07/20 15:45:28 - mmengine - INFO - Epoch(train) [9][ 280/9365] lr: 2.9932e-01 eta: 1 day, 1:59:41 time: 0.6325 data_time: 0.0987 memory: 16132 grad_norm: 0.9724 loss: 3.0773 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0773 2023/07/20 15:45:40 - mmengine - INFO - Epoch(train) [9][ 300/9365] lr: 2.9928e-01 eta: 1 day, 1:59:26 time: 0.6180 data_time: 0.1207 memory: 16132 grad_norm: 1.0112 loss: 3.0772 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0772 2023/07/20 15:45:52 - mmengine - INFO - Epoch(train) [9][ 320/9365] lr: 2.9923e-01 eta: 1 day, 1:59:06 time: 0.6005 data_time: 0.1170 memory: 16132 grad_norm: 1.0176 loss: 3.0010 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0010 2023/07/20 15:46:05 - mmengine - INFO - Epoch(train) [9][ 340/9365] lr: 2.9918e-01 eta: 1 day, 1:58:50 time: 0.6150 data_time: 0.1065 memory: 16132 grad_norm: 1.0067 loss: 2.8526 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8526 2023/07/20 15:46:17 - mmengine - INFO - Epoch(train) [9][ 360/9365] lr: 2.9913e-01 eta: 1 day, 1:58:34 time: 0.6123 data_time: 0.1030 memory: 16132 grad_norm: 1.0152 loss: 3.0180 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0180 2023/07/20 15:46:29 - mmengine - INFO - Epoch(train) [9][ 380/9365] lr: 2.9908e-01 eta: 1 day, 1:58:14 time: 0.6021 data_time: 0.1027 memory: 16132 grad_norm: 1.0204 loss: 2.9829 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.9829 2023/07/20 15:46:42 - mmengine - INFO - Epoch(train) [9][ 400/9365] lr: 2.9903e-01 eta: 1 day, 1:58:04 time: 0.6329 data_time: 0.1124 memory: 16132 grad_norm: 1.0041 loss: 3.0221 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 3.0221 2023/07/20 15:46:55 - mmengine - INFO - Epoch(train) [9][ 420/9365] lr: 2.9898e-01 eta: 1 day, 1:57:57 time: 0.6440 data_time: 0.1017 memory: 16132 grad_norm: 0.9942 loss: 2.9935 top1_acc: 0.2188 top5_acc: 0.3438 loss_cls: 2.9935 2023/07/20 15:47:07 - mmengine - INFO - Epoch(train) [9][ 440/9365] lr: 2.9894e-01 eta: 1 day, 1:57:44 time: 0.6262 data_time: 0.1107 memory: 16132 grad_norm: 0.9876 loss: 2.9816 top1_acc: 0.0938 top5_acc: 0.5312 loss_cls: 2.9816 2023/07/20 15:47:19 - mmengine - INFO - Epoch(train) [9][ 460/9365] lr: 2.9889e-01 eta: 1 day, 1:57:29 time: 0.6167 data_time: 0.1276 memory: 16132 grad_norm: 0.9964 loss: 2.8454 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8454 2023/07/20 15:47:32 - mmengine - INFO - Epoch(train) [9][ 480/9365] lr: 2.9884e-01 eta: 1 day, 1:57:14 time: 0.6168 data_time: 0.1063 memory: 16132 grad_norm: 1.0107 loss: 3.0166 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0166 2023/07/20 15:47:44 - mmengine - INFO - Epoch(train) [9][ 500/9365] lr: 2.9879e-01 eta: 1 day, 1:56:56 time: 0.6075 data_time: 0.1143 memory: 16132 grad_norm: 1.0103 loss: 2.8915 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8915 2023/07/20 15:47:57 - mmengine - INFO - Epoch(train) [9][ 520/9365] lr: 2.9874e-01 eta: 1 day, 1:56:46 time: 0.6322 data_time: 0.1473 memory: 16132 grad_norm: 0.9857 loss: 3.0487 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.0487 2023/07/20 15:48:09 - mmengine - INFO - Epoch(train) [9][ 540/9365] lr: 2.9869e-01 eta: 1 day, 1:56:28 time: 0.6092 data_time: 0.1119 memory: 16132 grad_norm: 0.9982 loss: 3.0029 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0029 2023/07/20 15:48:21 - mmengine - INFO - Epoch(train) [9][ 560/9365] lr: 2.9864e-01 eta: 1 day, 1:56:11 time: 0.6092 data_time: 0.1189 memory: 16132 grad_norm: 1.0159 loss: 3.0041 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0041 2023/07/20 15:48:33 - mmengine - INFO - Epoch(train) [9][ 580/9365] lr: 2.9859e-01 eta: 1 day, 1:55:50 time: 0.5994 data_time: 0.1153 memory: 16132 grad_norm: 0.9876 loss: 3.1057 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1057 2023/07/20 15:48:45 - mmengine - INFO - Epoch(train) [9][ 600/9365] lr: 2.9855e-01 eta: 1 day, 1:55:33 time: 0.6091 data_time: 0.1293 memory: 16132 grad_norm: 1.0061 loss: 3.0274 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0274 2023/07/20 15:48:57 - mmengine - INFO - Epoch(train) [9][ 620/9365] lr: 2.9850e-01 eta: 1 day, 1:55:16 time: 0.6103 data_time: 0.1049 memory: 16132 grad_norm: 0.9781 loss: 3.0998 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.0998 2023/07/20 15:49:09 - mmengine - INFO - Epoch(train) [9][ 640/9365] lr: 2.9845e-01 eta: 1 day, 1:54:56 time: 0.6009 data_time: 0.1139 memory: 16132 grad_norm: 1.0066 loss: 2.9456 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9456 2023/07/20 15:49:22 - mmengine - INFO - Epoch(train) [9][ 660/9365] lr: 2.9840e-01 eta: 1 day, 1:54:42 time: 0.6210 data_time: 0.1106 memory: 16132 grad_norm: 0.9886 loss: 2.9035 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 2.9035 2023/07/20 15:49:34 - mmengine - INFO - Epoch(train) [9][ 680/9365] lr: 2.9835e-01 eta: 1 day, 1:54:24 time: 0.6058 data_time: 0.1079 memory: 16132 grad_norm: 1.0233 loss: 3.1468 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1468 2023/07/20 15:49:46 - mmengine - INFO - Epoch(train) [9][ 700/9365] lr: 2.9830e-01 eta: 1 day, 1:54:08 time: 0.6127 data_time: 0.1174 memory: 16132 grad_norm: 1.0164 loss: 3.0490 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0490 2023/07/20 15:49:59 - mmengine - INFO - Epoch(train) [9][ 720/9365] lr: 2.9825e-01 eta: 1 day, 1:54:01 time: 0.6454 data_time: 0.1212 memory: 16132 grad_norm: 1.0032 loss: 2.9623 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.9623 2023/07/20 15:50:12 - mmengine - INFO - Epoch(train) [9][ 740/9365] lr: 2.9821e-01 eta: 1 day, 1:53:46 time: 0.6146 data_time: 0.1272 memory: 16132 grad_norm: 1.0063 loss: 2.9872 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 2.9872 2023/07/20 15:50:24 - mmengine - INFO - Epoch(train) [9][ 760/9365] lr: 2.9816e-01 eta: 1 day, 1:53:36 time: 0.6365 data_time: 0.1360 memory: 16132 grad_norm: 1.0097 loss: 3.0966 top1_acc: 0.1875 top5_acc: 0.3438 loss_cls: 3.0966 2023/07/20 15:50:37 - mmengine - INFO - Epoch(train) [9][ 780/9365] lr: 2.9811e-01 eta: 1 day, 1:53:22 time: 0.6186 data_time: 0.1070 memory: 16132 grad_norm: 0.9986 loss: 3.0331 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0331 2023/07/20 15:50:49 - mmengine - INFO - Epoch(train) [9][ 800/9365] lr: 2.9806e-01 eta: 1 day, 1:53:06 time: 0.6116 data_time: 0.1087 memory: 16132 grad_norm: 1.0188 loss: 3.0842 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0842 2023/07/20 15:51:01 - mmengine - INFO - Epoch(train) [9][ 820/9365] lr: 2.9801e-01 eta: 1 day, 1:52:47 time: 0.6057 data_time: 0.1207 memory: 16132 grad_norm: 0.9743 loss: 3.0625 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0625 2023/07/20 15:51:13 - mmengine - INFO - Epoch(train) [9][ 840/9365] lr: 2.9796e-01 eta: 1 day, 1:52:30 time: 0.6088 data_time: 0.1025 memory: 16132 grad_norm: 1.0134 loss: 3.1614 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 3.1614 2023/07/20 15:51:26 - mmengine - INFO - Epoch(train) [9][ 860/9365] lr: 2.9791e-01 eta: 1 day, 1:52:16 time: 0.6184 data_time: 0.0921 memory: 16132 grad_norm: 0.9978 loss: 3.0226 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 3.0226 2023/07/20 15:51:38 - mmengine - INFO - Epoch(train) [9][ 880/9365] lr: 2.9786e-01 eta: 1 day, 1:52:02 time: 0.6209 data_time: 0.0996 memory: 16132 grad_norm: 0.9893 loss: 3.1122 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1122 2023/07/20 15:51:50 - mmengine - INFO - Epoch(train) [9][ 900/9365] lr: 2.9782e-01 eta: 1 day, 1:51:45 time: 0.6111 data_time: 0.1431 memory: 16132 grad_norm: 1.0096 loss: 2.9406 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9406 2023/07/20 15:52:03 - mmengine - INFO - Epoch(train) [9][ 920/9365] lr: 2.9777e-01 eta: 1 day, 1:51:32 time: 0.6219 data_time: 0.1240 memory: 16132 grad_norm: 1.0037 loss: 2.9824 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9824 2023/07/20 15:52:15 - mmengine - INFO - Epoch(train) [9][ 940/9365] lr: 2.9772e-01 eta: 1 day, 1:51:21 time: 0.6313 data_time: 0.1413 memory: 16132 grad_norm: 0.9972 loss: 3.0655 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.0655 2023/07/20 15:52:28 - mmengine - INFO - Epoch(train) [9][ 960/9365] lr: 2.9767e-01 eta: 1 day, 1:51:11 time: 0.6322 data_time: 0.1451 memory: 16132 grad_norm: 0.9982 loss: 2.9394 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9394 2023/07/20 15:52:40 - mmengine - INFO - Epoch(train) [9][ 980/9365] lr: 2.9762e-01 eta: 1 day, 1:50:53 time: 0.6065 data_time: 0.1033 memory: 16132 grad_norm: 1.0040 loss: 2.9908 top1_acc: 0.1875 top5_acc: 0.3438 loss_cls: 2.9908 2023/07/20 15:52:53 - mmengine - INFO - Epoch(train) [9][1000/9365] lr: 2.9757e-01 eta: 1 day, 1:50:38 time: 0.6183 data_time: 0.1028 memory: 16132 grad_norm: 0.9968 loss: 3.0109 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0109 2023/07/20 15:53:05 - mmengine - INFO - Epoch(train) [9][1020/9365] lr: 2.9752e-01 eta: 1 day, 1:50:27 time: 0.6296 data_time: 0.1016 memory: 16132 grad_norm: 1.0046 loss: 2.8767 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.8767 2023/07/20 15:53:17 - mmengine - INFO - Epoch(train) [9][1040/9365] lr: 2.9747e-01 eta: 1 day, 1:50:07 time: 0.5982 data_time: 0.1161 memory: 16132 grad_norm: 1.0212 loss: 3.0041 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0041 2023/07/20 15:53:29 - mmengine - INFO - Epoch(train) [9][1060/9365] lr: 2.9743e-01 eta: 1 day, 1:49:49 time: 0.6060 data_time: 0.1290 memory: 16132 grad_norm: 1.0045 loss: 3.0496 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.0496 2023/07/20 15:53:41 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 15:53:41 - mmengine - INFO - Epoch(train) [9][1080/9365] lr: 2.9738e-01 eta: 1 day, 1:49:31 time: 0.6054 data_time: 0.1185 memory: 16132 grad_norm: 0.9982 loss: 2.9569 top1_acc: 0.2812 top5_acc: 0.7500 loss_cls: 2.9569 2023/07/20 15:53:53 - mmengine - INFO - Epoch(train) [9][1100/9365] lr: 2.9733e-01 eta: 1 day, 1:49:08 time: 0.5891 data_time: 0.0850 memory: 16132 grad_norm: 1.0071 loss: 3.2101 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.2101 2023/07/20 15:54:06 - mmengine - INFO - Epoch(train) [9][1120/9365] lr: 2.9728e-01 eta: 1 day, 1:48:55 time: 0.6216 data_time: 0.1025 memory: 16132 grad_norm: 0.9836 loss: 2.9962 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.9962 2023/07/20 15:54:18 - mmengine - INFO - Epoch(train) [9][1140/9365] lr: 2.9723e-01 eta: 1 day, 1:48:42 time: 0.6227 data_time: 0.1274 memory: 16132 grad_norm: 1.0111 loss: 3.0761 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.0761 2023/07/20 15:54:30 - mmengine - INFO - Epoch(train) [9][1160/9365] lr: 2.9718e-01 eta: 1 day, 1:48:20 time: 0.5918 data_time: 0.1045 memory: 16132 grad_norm: 1.0235 loss: 2.9237 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.9237 2023/07/20 15:54:42 - mmengine - INFO - Epoch(train) [9][1180/9365] lr: 2.9713e-01 eta: 1 day, 1:48:05 time: 0.6173 data_time: 0.1022 memory: 16132 grad_norm: 0.9961 loss: 3.1219 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.1219 2023/07/20 15:54:55 - mmengine - INFO - Epoch(train) [9][1200/9365] lr: 2.9708e-01 eta: 1 day, 1:47:52 time: 0.6216 data_time: 0.1027 memory: 16132 grad_norm: 0.9844 loss: 3.1080 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1080 2023/07/20 15:55:07 - mmengine - INFO - Epoch(train) [9][1220/9365] lr: 2.9703e-01 eta: 1 day, 1:47:35 time: 0.6084 data_time: 0.0999 memory: 16132 grad_norm: 1.0293 loss: 3.0794 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.0794 2023/07/20 15:55:19 - mmengine - INFO - Epoch(train) [9][1240/9365] lr: 2.9699e-01 eta: 1 day, 1:47:16 time: 0.6027 data_time: 0.1061 memory: 16132 grad_norm: 0.9961 loss: 3.0417 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0417 2023/07/20 15:55:32 - mmengine - INFO - Epoch(train) [9][1260/9365] lr: 2.9694e-01 eta: 1 day, 1:47:04 time: 0.6272 data_time: 0.1382 memory: 16132 grad_norm: 1.0060 loss: 3.1172 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1172 2023/07/20 15:55:44 - mmengine - INFO - Epoch(train) [9][1280/9365] lr: 2.9689e-01 eta: 1 day, 1:46:50 time: 0.6176 data_time: 0.1157 memory: 16132 grad_norm: 1.0067 loss: 3.1396 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.1396 2023/07/20 15:55:56 - mmengine - INFO - Epoch(train) [9][1300/9365] lr: 2.9684e-01 eta: 1 day, 1:46:34 time: 0.6120 data_time: 0.1113 memory: 16132 grad_norm: 0.9961 loss: 3.0545 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0545 2023/07/20 15:56:09 - mmengine - INFO - Epoch(train) [9][1320/9365] lr: 2.9679e-01 eta: 1 day, 1:46:22 time: 0.6272 data_time: 0.1188 memory: 16132 grad_norm: 1.0147 loss: 3.0022 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.0022 2023/07/20 15:56:20 - mmengine - INFO - Epoch(train) [9][1340/9365] lr: 2.9674e-01 eta: 1 day, 1:45:59 time: 0.5869 data_time: 0.1029 memory: 16132 grad_norm: 0.9955 loss: 3.0393 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0393 2023/07/20 15:56:33 - mmengine - INFO - Epoch(train) [9][1360/9365] lr: 2.9669e-01 eta: 1 day, 1:45:45 time: 0.6205 data_time: 0.1558 memory: 16132 grad_norm: 0.9864 loss: 2.9916 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.9916 2023/07/20 15:56:45 - mmengine - INFO - Epoch(train) [9][1380/9365] lr: 2.9664e-01 eta: 1 day, 1:45:29 time: 0.6123 data_time: 0.1083 memory: 16132 grad_norm: 0.9955 loss: 3.0892 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0892 2023/07/20 15:56:58 - mmengine - INFO - Epoch(train) [9][1400/9365] lr: 2.9659e-01 eta: 1 day, 1:45:18 time: 0.6294 data_time: 0.1339 memory: 16132 grad_norm: 0.9694 loss: 3.0728 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0728 2023/07/20 15:57:10 - mmengine - INFO - Epoch(train) [9][1420/9365] lr: 2.9655e-01 eta: 1 day, 1:45:03 time: 0.6138 data_time: 0.1042 memory: 16132 grad_norm: 1.0019 loss: 2.8463 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8463 2023/07/20 15:57:22 - mmengine - INFO - Epoch(train) [9][1440/9365] lr: 2.9650e-01 eta: 1 day, 1:44:47 time: 0.6129 data_time: 0.1408 memory: 16132 grad_norm: 0.9821 loss: 3.0068 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0068 2023/07/20 15:57:34 - mmengine - INFO - Epoch(train) [9][1460/9365] lr: 2.9645e-01 eta: 1 day, 1:44:30 time: 0.6085 data_time: 0.1097 memory: 16132 grad_norm: 1.0016 loss: 3.0755 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0755 2023/07/20 15:57:47 - mmengine - INFO - Epoch(train) [9][1480/9365] lr: 2.9640e-01 eta: 1 day, 1:44:15 time: 0.6152 data_time: 0.1088 memory: 16132 grad_norm: 1.0122 loss: 3.0379 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.0379 2023/07/20 15:57:59 - mmengine - INFO - Epoch(train) [9][1500/9365] lr: 2.9635e-01 eta: 1 day, 1:44:03 time: 0.6259 data_time: 0.1049 memory: 16132 grad_norm: 0.9932 loss: 2.9264 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.9264 2023/07/20 15:58:12 - mmengine - INFO - Epoch(train) [9][1520/9365] lr: 2.9630e-01 eta: 1 day, 1:43:47 time: 0.6119 data_time: 0.1011 memory: 16132 grad_norm: 0.9981 loss: 2.9720 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9720 2023/07/20 15:58:24 - mmengine - INFO - Epoch(train) [9][1540/9365] lr: 2.9625e-01 eta: 1 day, 1:43:39 time: 0.6405 data_time: 0.1077 memory: 16132 grad_norm: 0.9955 loss: 2.9965 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9965 2023/07/20 15:58:37 - mmengine - INFO - Epoch(train) [9][1560/9365] lr: 2.9620e-01 eta: 1 day, 1:43:23 time: 0.6114 data_time: 0.1157 memory: 16132 grad_norm: 1.0397 loss: 3.1066 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.1066 2023/07/20 15:58:49 - mmengine - INFO - Epoch(train) [9][1580/9365] lr: 2.9615e-01 eta: 1 day, 1:43:12 time: 0.6332 data_time: 0.1159 memory: 16132 grad_norm: 0.9932 loss: 3.0059 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0059 2023/07/20 15:59:02 - mmengine - INFO - Epoch(train) [9][1600/9365] lr: 2.9610e-01 eta: 1 day, 1:42:59 time: 0.6198 data_time: 0.1157 memory: 16132 grad_norm: 1.0017 loss: 2.9473 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.9473 2023/07/20 15:59:14 - mmengine - INFO - Epoch(train) [9][1620/9365] lr: 2.9606e-01 eta: 1 day, 1:42:47 time: 0.6265 data_time: 0.1136 memory: 16132 grad_norm: 1.0139 loss: 3.0635 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0635 2023/07/20 15:59:26 - mmengine - INFO - Epoch(train) [9][1640/9365] lr: 2.9601e-01 eta: 1 day, 1:42:31 time: 0.6109 data_time: 0.1120 memory: 16132 grad_norm: 0.9980 loss: 3.0971 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0971 2023/07/20 15:59:38 - mmengine - INFO - Epoch(train) [9][1660/9365] lr: 2.9596e-01 eta: 1 day, 1:42:10 time: 0.5941 data_time: 0.0926 memory: 16132 grad_norm: 1.0144 loss: 2.9899 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.9899 2023/07/20 15:59:51 - mmengine - INFO - Epoch(train) [9][1680/9365] lr: 2.9591e-01 eta: 1 day, 1:41:59 time: 0.6301 data_time: 0.0990 memory: 16132 grad_norm: 0.9919 loss: 2.9981 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9981 2023/07/20 16:00:03 - mmengine - INFO - Epoch(train) [9][1700/9365] lr: 2.9586e-01 eta: 1 day, 1:41:41 time: 0.6026 data_time: 0.1119 memory: 16132 grad_norm: 1.0128 loss: 2.9919 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.9919 2023/07/20 16:00:15 - mmengine - INFO - Epoch(train) [9][1720/9365] lr: 2.9581e-01 eta: 1 day, 1:41:26 time: 0.6149 data_time: 0.1006 memory: 16132 grad_norm: 1.0094 loss: 3.1300 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1300 2023/07/20 16:00:27 - mmengine - INFO - Epoch(train) [9][1740/9365] lr: 2.9576e-01 eta: 1 day, 1:41:05 time: 0.5933 data_time: 0.0957 memory: 16132 grad_norm: 0.9703 loss: 3.0011 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.0011 2023/07/20 16:00:40 - mmengine - INFO - Epoch(train) [9][1760/9365] lr: 2.9571e-01 eta: 1 day, 1:40:52 time: 0.6246 data_time: 0.0945 memory: 16132 grad_norm: 1.0056 loss: 2.9912 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9912 2023/07/20 16:00:52 - mmengine - INFO - Epoch(train) [9][1780/9365] lr: 2.9566e-01 eta: 1 day, 1:40:35 time: 0.6043 data_time: 0.1160 memory: 16132 grad_norm: 0.9922 loss: 3.1156 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.1156 2023/07/20 16:01:04 - mmengine - INFO - Epoch(train) [9][1800/9365] lr: 2.9561e-01 eta: 1 day, 1:40:22 time: 0.6231 data_time: 0.1080 memory: 16132 grad_norm: 0.9822 loss: 3.0039 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0039 2023/07/20 16:01:16 - mmengine - INFO - Epoch(train) [9][1820/9365] lr: 2.9556e-01 eta: 1 day, 1:40:01 time: 0.5921 data_time: 0.1096 memory: 16132 grad_norm: 1.0049 loss: 3.0444 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.0444 2023/07/20 16:01:29 - mmengine - INFO - Epoch(train) [9][1840/9365] lr: 2.9552e-01 eta: 1 day, 1:39:50 time: 0.6299 data_time: 0.1221 memory: 16132 grad_norm: 0.9890 loss: 3.1355 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1355 2023/07/20 16:01:41 - mmengine - INFO - Epoch(train) [9][1860/9365] lr: 2.9547e-01 eta: 1 day, 1:39:31 time: 0.5988 data_time: 0.1038 memory: 16132 grad_norm: 0.9898 loss: 2.8190 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8190 2023/07/20 16:01:53 - mmengine - INFO - Epoch(train) [9][1880/9365] lr: 2.9542e-01 eta: 1 day, 1:39:18 time: 0.6235 data_time: 0.1159 memory: 16132 grad_norm: 0.9887 loss: 2.8732 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.8732 2023/07/20 16:02:05 - mmengine - INFO - Epoch(train) [9][1900/9365] lr: 2.9537e-01 eta: 1 day, 1:38:56 time: 0.5886 data_time: 0.1068 memory: 16132 grad_norm: 1.0143 loss: 2.8352 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8352 2023/07/20 16:02:17 - mmengine - INFO - Epoch(train) [9][1920/9365] lr: 2.9532e-01 eta: 1 day, 1:38:37 time: 0.5993 data_time: 0.1079 memory: 16132 grad_norm: 0.9769 loss: 3.0429 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.0429 2023/07/20 16:02:29 - mmengine - INFO - Epoch(train) [9][1940/9365] lr: 2.9527e-01 eta: 1 day, 1:38:23 time: 0.6189 data_time: 0.1131 memory: 16132 grad_norm: 0.9870 loss: 3.1780 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.1780 2023/07/20 16:02:42 - mmengine - INFO - Epoch(train) [9][1960/9365] lr: 2.9522e-01 eta: 1 day, 1:38:07 time: 0.6086 data_time: 0.1139 memory: 16132 grad_norm: 1.0102 loss: 2.9594 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9594 2023/07/20 16:02:54 - mmengine - INFO - Epoch(train) [9][1980/9365] lr: 2.9517e-01 eta: 1 day, 1:37:54 time: 0.6222 data_time: 0.1019 memory: 16132 grad_norm: 1.0073 loss: 3.0536 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0536 2023/07/20 16:03:06 - mmengine - INFO - Epoch(train) [9][2000/9365] lr: 2.9512e-01 eta: 1 day, 1:37:37 time: 0.6095 data_time: 0.1122 memory: 16132 grad_norm: 0.9821 loss: 2.9673 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.9673 2023/07/20 16:03:19 - mmengine - INFO - Epoch(train) [9][2020/9365] lr: 2.9507e-01 eta: 1 day, 1:37:25 time: 0.6251 data_time: 0.1183 memory: 16132 grad_norm: 1.0204 loss: 3.0788 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0788 2023/07/20 16:03:32 - mmengine - INFO - Epoch(train) [9][2040/9365] lr: 2.9502e-01 eta: 1 day, 1:37:16 time: 0.6360 data_time: 0.0895 memory: 16132 grad_norm: 1.0148 loss: 3.0395 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.0395 2023/07/20 16:03:44 - mmengine - INFO - Epoch(train) [9][2060/9365] lr: 2.9497e-01 eta: 1 day, 1:37:07 time: 0.6391 data_time: 0.1340 memory: 16132 grad_norm: 1.0389 loss: 3.0472 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0472 2023/07/20 16:03:56 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 16:03:56 - mmengine - INFO - Epoch(train) [9][2080/9365] lr: 2.9493e-01 eta: 1 day, 1:36:45 time: 0.5857 data_time: 0.1104 memory: 16132 grad_norm: 0.9967 loss: 2.9341 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.9341 2023/07/20 16:04:09 - mmengine - INFO - Epoch(train) [9][2100/9365] lr: 2.9488e-01 eta: 1 day, 1:36:36 time: 0.6391 data_time: 0.1120 memory: 16132 grad_norm: 0.9982 loss: 3.1343 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 3.1343 2023/07/20 16:04:21 - mmengine - INFO - Epoch(train) [9][2120/9365] lr: 2.9483e-01 eta: 1 day, 1:36:23 time: 0.6195 data_time: 0.1029 memory: 16132 grad_norm: 0.9993 loss: 2.9683 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.9683 2023/07/20 16:04:33 - mmengine - INFO - Epoch(train) [9][2140/9365] lr: 2.9478e-01 eta: 1 day, 1:36:04 time: 0.5994 data_time: 0.1075 memory: 16132 grad_norm: 1.0297 loss: 3.0624 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0624 2023/07/20 16:04:46 - mmengine - INFO - Epoch(train) [9][2160/9365] lr: 2.9473e-01 eta: 1 day, 1:35:53 time: 0.6288 data_time: 0.0908 memory: 16132 grad_norm: 0.9976 loss: 3.0461 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.0461 2023/07/20 16:04:58 - mmengine - INFO - Epoch(train) [9][2180/9365] lr: 2.9468e-01 eta: 1 day, 1:35:41 time: 0.6284 data_time: 0.1061 memory: 16132 grad_norm: 1.0041 loss: 2.9271 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.9271 2023/07/20 16:05:11 - mmengine - INFO - Epoch(train) [9][2200/9365] lr: 2.9463e-01 eta: 1 day, 1:35:23 time: 0.6029 data_time: 0.0958 memory: 16132 grad_norm: 1.0049 loss: 3.2008 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.2008 2023/07/20 16:05:23 - mmengine - INFO - Epoch(train) [9][2220/9365] lr: 2.9458e-01 eta: 1 day, 1:35:10 time: 0.6199 data_time: 0.1164 memory: 16132 grad_norm: 0.9793 loss: 3.1318 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.1318 2023/07/20 16:05:35 - mmengine - INFO - Epoch(train) [9][2240/9365] lr: 2.9453e-01 eta: 1 day, 1:34:54 time: 0.6102 data_time: 0.1095 memory: 16132 grad_norm: 1.0109 loss: 2.9173 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.9173 2023/07/20 16:05:48 - mmengine - INFO - Epoch(train) [9][2260/9365] lr: 2.9448e-01 eta: 1 day, 1:34:42 time: 0.6244 data_time: 0.0983 memory: 16132 grad_norm: 1.0151 loss: 2.9446 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9446 2023/07/20 16:06:00 - mmengine - INFO - Epoch(train) [9][2280/9365] lr: 2.9443e-01 eta: 1 day, 1:34:26 time: 0.6123 data_time: 0.1144 memory: 16132 grad_norm: 0.9983 loss: 2.8676 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.8676 2023/07/20 16:06:12 - mmengine - INFO - Epoch(train) [9][2300/9365] lr: 2.9438e-01 eta: 1 day, 1:34:14 time: 0.6270 data_time: 0.1002 memory: 16132 grad_norm: 1.0052 loss: 2.9028 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9028 2023/07/20 16:06:25 - mmengine - INFO - Epoch(train) [9][2320/9365] lr: 2.9433e-01 eta: 1 day, 1:33:59 time: 0.6120 data_time: 0.1068 memory: 16132 grad_norm: 1.0025 loss: 2.9266 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9266 2023/07/20 16:06:37 - mmengine - INFO - Epoch(train) [9][2340/9365] lr: 2.9428e-01 eta: 1 day, 1:33:44 time: 0.6138 data_time: 0.1049 memory: 16132 grad_norm: 1.0095 loss: 3.0088 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0088 2023/07/20 16:06:49 - mmengine - INFO - Epoch(train) [9][2360/9365] lr: 2.9424e-01 eta: 1 day, 1:33:25 time: 0.5974 data_time: 0.1122 memory: 16132 grad_norm: 1.0049 loss: 2.8378 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8378 2023/07/20 16:07:01 - mmengine - INFO - Epoch(train) [9][2380/9365] lr: 2.9419e-01 eta: 1 day, 1:33:08 time: 0.6078 data_time: 0.1020 memory: 16132 grad_norm: 1.0245 loss: 2.9905 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 2.9905 2023/07/20 16:07:14 - mmengine - INFO - Epoch(train) [9][2400/9365] lr: 2.9414e-01 eta: 1 day, 1:32:57 time: 0.6302 data_time: 0.1214 memory: 16132 grad_norm: 0.9937 loss: 2.8712 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8712 2023/07/20 16:07:26 - mmengine - INFO - Epoch(train) [9][2420/9365] lr: 2.9409e-01 eta: 1 day, 1:32:43 time: 0.6146 data_time: 0.1114 memory: 16132 grad_norm: 1.0085 loss: 3.1182 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.1182 2023/07/20 16:07:39 - mmengine - INFO - Epoch(train) [9][2440/9365] lr: 2.9404e-01 eta: 1 day, 1:32:30 time: 0.6218 data_time: 0.1478 memory: 16132 grad_norm: 1.0339 loss: 2.9579 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9579 2023/07/20 16:07:51 - mmengine - INFO - Epoch(train) [9][2460/9365] lr: 2.9399e-01 eta: 1 day, 1:32:14 time: 0.6126 data_time: 0.1016 memory: 16132 grad_norm: 1.0149 loss: 3.0459 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0459 2023/07/20 16:08:03 - mmengine - INFO - Epoch(train) [9][2480/9365] lr: 2.9394e-01 eta: 1 day, 1:32:01 time: 0.6211 data_time: 0.1318 memory: 16132 grad_norm: 1.0051 loss: 3.0661 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.0661 2023/07/20 16:08:16 - mmengine - INFO - Epoch(train) [9][2500/9365] lr: 2.9389e-01 eta: 1 day, 1:31:50 time: 0.6292 data_time: 0.1330 memory: 16132 grad_norm: 0.9999 loss: 3.1875 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 3.1875 2023/07/20 16:08:28 - mmengine - INFO - Epoch(train) [9][2520/9365] lr: 2.9384e-01 eta: 1 day, 1:31:38 time: 0.6273 data_time: 0.1081 memory: 16132 grad_norm: 1.0024 loss: 3.0483 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0483 2023/07/20 16:08:41 - mmengine - INFO - Epoch(train) [9][2540/9365] lr: 2.9379e-01 eta: 1 day, 1:31:22 time: 0.6066 data_time: 0.1035 memory: 16132 grad_norm: 0.9925 loss: 2.9015 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.9015 2023/07/20 16:08:54 - mmengine - INFO - Epoch(train) [9][2560/9365] lr: 2.9374e-01 eta: 1 day, 1:31:20 time: 0.6671 data_time: 0.0975 memory: 16132 grad_norm: 1.0131 loss: 3.1224 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1224 2023/07/20 16:09:07 - mmengine - INFO - Epoch(train) [9][2580/9365] lr: 2.9369e-01 eta: 1 day, 1:31:09 time: 0.6321 data_time: 0.1124 memory: 16132 grad_norm: 1.0316 loss: 2.8705 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.8705 2023/07/20 16:09:19 - mmengine - INFO - Epoch(train) [9][2600/9365] lr: 2.9364e-01 eta: 1 day, 1:30:54 time: 0.6103 data_time: 0.1128 memory: 16132 grad_norm: 1.0156 loss: 2.9195 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9195 2023/07/20 16:09:31 - mmengine - INFO - Epoch(train) [9][2620/9365] lr: 2.9359e-01 eta: 1 day, 1:30:41 time: 0.6237 data_time: 0.1028 memory: 16132 grad_norm: 1.0197 loss: 2.8965 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.8965 2023/07/20 16:09:43 - mmengine - INFO - Epoch(train) [9][2640/9365] lr: 2.9354e-01 eta: 1 day, 1:30:25 time: 0.6069 data_time: 0.1132 memory: 16132 grad_norm: 1.0139 loss: 2.9760 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.9760 2023/07/20 16:09:56 - mmengine - INFO - Epoch(train) [9][2660/9365] lr: 2.9350e-01 eta: 1 day, 1:30:13 time: 0.6292 data_time: 0.1002 memory: 16132 grad_norm: 0.9901 loss: 3.0024 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 3.0024 2023/07/20 16:10:08 - mmengine - INFO - Epoch(train) [9][2680/9365] lr: 2.9345e-01 eta: 1 day, 1:29:56 time: 0.6054 data_time: 0.1119 memory: 16132 grad_norm: 1.0011 loss: 3.2161 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.2161 2023/07/20 16:10:21 - mmengine - INFO - Epoch(train) [9][2700/9365] lr: 2.9340e-01 eta: 1 day, 1:29:43 time: 0.6208 data_time: 0.0965 memory: 16132 grad_norm: 1.0079 loss: 3.1972 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.1972 2023/07/20 16:10:33 - mmengine - INFO - Epoch(train) [9][2720/9365] lr: 2.9335e-01 eta: 1 day, 1:29:29 time: 0.6166 data_time: 0.1077 memory: 16132 grad_norm: 0.9888 loss: 3.0902 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 3.0902 2023/07/20 16:10:45 - mmengine - INFO - Epoch(train) [9][2740/9365] lr: 2.9330e-01 eta: 1 day, 1:29:17 time: 0.6249 data_time: 0.1045 memory: 16132 grad_norm: 1.0185 loss: 3.0665 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0665 2023/07/20 16:10:57 - mmengine - INFO - Epoch(train) [9][2760/9365] lr: 2.9325e-01 eta: 1 day, 1:28:56 time: 0.5881 data_time: 0.1156 memory: 16132 grad_norm: 1.0327 loss: 2.9981 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.9981 2023/07/20 16:11:09 - mmengine - INFO - Epoch(train) [9][2780/9365] lr: 2.9320e-01 eta: 1 day, 1:28:36 time: 0.5934 data_time: 0.0906 memory: 16132 grad_norm: 0.9728 loss: 3.0259 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 3.0259 2023/07/20 16:11:21 - mmengine - INFO - Epoch(train) [9][2800/9365] lr: 2.9315e-01 eta: 1 day, 1:28:22 time: 0.6193 data_time: 0.1099 memory: 16132 grad_norm: 0.9792 loss: 2.9298 top1_acc: 0.3438 top5_acc: 0.7812 loss_cls: 2.9298 2023/07/20 16:11:33 - mmengine - INFO - Epoch(train) [9][2820/9365] lr: 2.9310e-01 eta: 1 day, 1:28:03 time: 0.5957 data_time: 0.1034 memory: 16132 grad_norm: 1.0045 loss: 3.0325 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0325 2023/07/20 16:11:46 - mmengine - INFO - Epoch(train) [9][2840/9365] lr: 2.9305e-01 eta: 1 day, 1:27:51 time: 0.6259 data_time: 0.1039 memory: 16132 grad_norm: 1.0114 loss: 2.9205 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.9205 2023/07/20 16:11:58 - mmengine - INFO - Epoch(train) [9][2860/9365] lr: 2.9300e-01 eta: 1 day, 1:27:35 time: 0.6100 data_time: 0.1231 memory: 16132 grad_norm: 0.9810 loss: 2.9952 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9952 2023/07/20 16:12:11 - mmengine - INFO - Epoch(train) [9][2880/9365] lr: 2.9295e-01 eta: 1 day, 1:27:26 time: 0.6361 data_time: 0.1168 memory: 16132 grad_norm: 1.0159 loss: 2.9495 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.9495 2023/07/20 16:12:23 - mmengine - INFO - Epoch(train) [9][2900/9365] lr: 2.9290e-01 eta: 1 day, 1:27:11 time: 0.6150 data_time: 0.1090 memory: 16132 grad_norm: 1.0109 loss: 3.0047 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0047 2023/07/20 16:12:35 - mmengine - INFO - Epoch(train) [9][2920/9365] lr: 2.9285e-01 eta: 1 day, 1:26:53 time: 0.5978 data_time: 0.1083 memory: 16132 grad_norm: 0.9883 loss: 2.8897 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.8897 2023/07/20 16:12:48 - mmengine - INFO - Epoch(train) [9][2940/9365] lr: 2.9280e-01 eta: 1 day, 1:26:47 time: 0.6521 data_time: 0.1272 memory: 16132 grad_norm: 0.9830 loss: 2.9474 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.9474 2023/07/20 16:13:01 - mmengine - INFO - Epoch(train) [9][2960/9365] lr: 2.9275e-01 eta: 1 day, 1:26:33 time: 0.6182 data_time: 0.1241 memory: 16132 grad_norm: 1.0143 loss: 3.0424 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.0424 2023/07/20 16:13:13 - mmengine - INFO - Epoch(train) [9][2980/9365] lr: 2.9270e-01 eta: 1 day, 1:26:24 time: 0.6360 data_time: 0.1058 memory: 16132 grad_norm: 1.0074 loss: 2.9314 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9314 2023/07/20 16:13:25 - mmengine - INFO - Epoch(train) [9][3000/9365] lr: 2.9265e-01 eta: 1 day, 1:26:05 time: 0.5982 data_time: 0.1211 memory: 16132 grad_norm: 0.9891 loss: 3.1936 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1936 2023/07/20 16:13:38 - mmengine - INFO - Epoch(train) [9][3020/9365] lr: 2.9260e-01 eta: 1 day, 1:25:58 time: 0.6453 data_time: 0.1162 memory: 16132 grad_norm: 0.9965 loss: 2.9000 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.9000 2023/07/20 16:13:50 - mmengine - INFO - Epoch(train) [9][3040/9365] lr: 2.9255e-01 eta: 1 day, 1:25:42 time: 0.6106 data_time: 0.1075 memory: 16132 grad_norm: 1.0155 loss: 2.9812 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.9812 2023/07/20 16:14:03 - mmengine - INFO - Epoch(train) [9][3060/9365] lr: 2.9251e-01 eta: 1 day, 1:25:28 time: 0.6171 data_time: 0.0928 memory: 16132 grad_norm: 1.0188 loss: 2.9034 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9034 2023/07/20 16:14:15 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 16:14:15 - mmengine - INFO - Epoch(train) [9][3080/9365] lr: 2.9246e-01 eta: 1 day, 1:25:15 time: 0.6197 data_time: 0.1103 memory: 16132 grad_norm: 1.0248 loss: 2.9393 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9393 2023/07/20 16:14:27 - mmengine - INFO - Epoch(train) [9][3100/9365] lr: 2.9241e-01 eta: 1 day, 1:25:00 time: 0.6133 data_time: 0.1090 memory: 16132 grad_norm: 1.0076 loss: 3.1033 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.1033 2023/07/20 16:14:40 - mmengine - INFO - Epoch(train) [9][3120/9365] lr: 2.9236e-01 eta: 1 day, 1:24:44 time: 0.6088 data_time: 0.1071 memory: 16132 grad_norm: 1.0096 loss: 3.0829 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0829 2023/07/20 16:14:52 - mmengine - INFO - Epoch(train) [9][3140/9365] lr: 2.9231e-01 eta: 1 day, 1:24:27 time: 0.6036 data_time: 0.1026 memory: 16132 grad_norm: 1.0144 loss: 3.1355 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1355 2023/07/20 16:15:04 - mmengine - INFO - Epoch(train) [9][3160/9365] lr: 2.9226e-01 eta: 1 day, 1:24:10 time: 0.6057 data_time: 0.1026 memory: 16132 grad_norm: 0.9958 loss: 2.9780 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9780 2023/07/20 16:15:16 - mmengine - INFO - Epoch(train) [9][3180/9365] lr: 2.9221e-01 eta: 1 day, 1:23:58 time: 0.6242 data_time: 0.1000 memory: 16132 grad_norm: 1.0054 loss: 2.9882 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 2.9882 2023/07/20 16:15:29 - mmengine - INFO - Epoch(train) [9][3200/9365] lr: 2.9216e-01 eta: 1 day, 1:23:44 time: 0.6157 data_time: 0.0978 memory: 16132 grad_norm: 1.0001 loss: 3.0889 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0889 2023/07/20 16:15:41 - mmengine - INFO - Epoch(train) [9][3220/9365] lr: 2.9211e-01 eta: 1 day, 1:23:32 time: 0.6245 data_time: 0.1062 memory: 16132 grad_norm: 1.0306 loss: 2.9496 top1_acc: 0.0938 top5_acc: 0.5000 loss_cls: 2.9496 2023/07/20 16:15:54 - mmengine - INFO - Epoch(train) [9][3240/9365] lr: 2.9206e-01 eta: 1 day, 1:23:21 time: 0.6323 data_time: 0.1344 memory: 16132 grad_norm: 0.9998 loss: 2.9999 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.9999 2023/07/20 16:16:06 - mmengine - INFO - Epoch(train) [9][3260/9365] lr: 2.9201e-01 eta: 1 day, 1:23:10 time: 0.6310 data_time: 0.1062 memory: 16132 grad_norm: 1.0233 loss: 2.9809 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.9809 2023/07/20 16:16:19 - mmengine - INFO - Epoch(train) [9][3280/9365] lr: 2.9196e-01 eta: 1 day, 1:22:54 time: 0.6085 data_time: 0.1047 memory: 16132 grad_norm: 1.0107 loss: 2.8647 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8647 2023/07/20 16:16:32 - mmengine - INFO - Epoch(train) [9][3300/9365] lr: 2.9191e-01 eta: 1 day, 1:22:48 time: 0.6486 data_time: 0.1566 memory: 16132 grad_norm: 0.9980 loss: 2.9625 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9625 2023/07/20 16:16:44 - mmengine - INFO - Epoch(train) [9][3320/9365] lr: 2.9186e-01 eta: 1 day, 1:22:38 time: 0.6345 data_time: 0.1422 memory: 16132 grad_norm: 1.0115 loss: 3.1541 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1541 2023/07/20 16:16:57 - mmengine - INFO - Epoch(train) [9][3340/9365] lr: 2.9181e-01 eta: 1 day, 1:22:26 time: 0.6278 data_time: 0.1082 memory: 16132 grad_norm: 1.0042 loss: 3.0138 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0138 2023/07/20 16:17:09 - mmengine - INFO - Epoch(train) [9][3360/9365] lr: 2.9176e-01 eta: 1 day, 1:22:06 time: 0.5892 data_time: 0.1032 memory: 16132 grad_norm: 1.0039 loss: 2.8693 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8693 2023/07/20 16:17:21 - mmengine - INFO - Epoch(train) [9][3380/9365] lr: 2.9171e-01 eta: 1 day, 1:21:51 time: 0.6131 data_time: 0.1105 memory: 16132 grad_norm: 1.0169 loss: 3.0602 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0602 2023/07/20 16:17:34 - mmengine - INFO - Epoch(train) [9][3400/9365] lr: 2.9166e-01 eta: 1 day, 1:21:46 time: 0.6548 data_time: 0.0975 memory: 16132 grad_norm: 0.9951 loss: 2.9646 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9646 2023/07/20 16:17:46 - mmengine - INFO - Epoch(train) [9][3420/9365] lr: 2.9161e-01 eta: 1 day, 1:21:29 time: 0.6038 data_time: 0.1073 memory: 16132 grad_norm: 1.0119 loss: 2.8963 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8963 2023/07/20 16:17:58 - mmengine - INFO - Epoch(train) [9][3440/9365] lr: 2.9156e-01 eta: 1 day, 1:21:11 time: 0.6000 data_time: 0.1090 memory: 16132 grad_norm: 0.9813 loss: 3.1228 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1228 2023/07/20 16:18:10 - mmengine - INFO - Epoch(train) [9][3460/9365] lr: 2.9151e-01 eta: 1 day, 1:20:52 time: 0.5954 data_time: 0.1031 memory: 16132 grad_norm: 1.0103 loss: 3.0307 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.0307 2023/07/20 16:18:23 - mmengine - INFO - Epoch(train) [9][3480/9365] lr: 2.9146e-01 eta: 1 day, 1:20:43 time: 0.6383 data_time: 0.1011 memory: 16132 grad_norm: 1.0154 loss: 2.9919 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9919 2023/07/20 16:18:35 - mmengine - INFO - Epoch(train) [9][3500/9365] lr: 2.9141e-01 eta: 1 day, 1:20:27 time: 0.6062 data_time: 0.1052 memory: 16132 grad_norm: 1.0137 loss: 3.0381 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0381 2023/07/20 16:18:48 - mmengine - INFO - Epoch(train) [9][3520/9365] lr: 2.9136e-01 eta: 1 day, 1:20:17 time: 0.6359 data_time: 0.1072 memory: 16132 grad_norm: 1.0031 loss: 2.9953 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9953 2023/07/20 16:19:00 - mmengine - INFO - Epoch(train) [9][3540/9365] lr: 2.9131e-01 eta: 1 day, 1:20:04 time: 0.6226 data_time: 0.1071 memory: 16132 grad_norm: 1.0009 loss: 2.9321 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.9321 2023/07/20 16:19:13 - mmengine - INFO - Epoch(train) [9][3560/9365] lr: 2.9126e-01 eta: 1 day, 1:19:56 time: 0.6411 data_time: 0.1084 memory: 16132 grad_norm: 1.0213 loss: 3.1914 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1914 2023/07/20 16:19:26 - mmengine - INFO - Epoch(train) [9][3580/9365] lr: 2.9121e-01 eta: 1 day, 1:19:46 time: 0.6332 data_time: 0.1149 memory: 16132 grad_norm: 1.0109 loss: 3.0455 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0455 2023/07/20 16:19:38 - mmengine - INFO - Epoch(train) [9][3600/9365] lr: 2.9116e-01 eta: 1 day, 1:19:30 time: 0.6102 data_time: 0.1104 memory: 16132 grad_norm: 0.9874 loss: 3.0240 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.0240 2023/07/20 16:19:51 - mmengine - INFO - Epoch(train) [9][3620/9365] lr: 2.9111e-01 eta: 1 day, 1:19:21 time: 0.6387 data_time: 0.1233 memory: 16132 grad_norm: 1.0009 loss: 3.0512 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0512 2023/07/20 16:20:03 - mmengine - INFO - Epoch(train) [9][3640/9365] lr: 2.9106e-01 eta: 1 day, 1:19:06 time: 0.6101 data_time: 0.0980 memory: 16132 grad_norm: 1.0111 loss: 2.9514 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9514 2023/07/20 16:20:15 - mmengine - INFO - Epoch(train) [9][3660/9365] lr: 2.9101e-01 eta: 1 day, 1:18:50 time: 0.6081 data_time: 0.1067 memory: 16132 grad_norm: 1.0019 loss: 3.0515 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.0515 2023/07/20 16:20:28 - mmengine - INFO - Epoch(train) [9][3680/9365] lr: 2.9096e-01 eta: 1 day, 1:18:37 time: 0.6208 data_time: 0.1235 memory: 16132 grad_norm: 1.0270 loss: 2.9647 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.9647 2023/07/20 16:20:40 - mmengine - INFO - Epoch(train) [9][3700/9365] lr: 2.9092e-01 eta: 1 day, 1:18:26 time: 0.6307 data_time: 0.1287 memory: 16132 grad_norm: 1.0167 loss: 2.9821 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9821 2023/07/20 16:20:53 - mmengine - INFO - Epoch(train) [9][3720/9365] lr: 2.9087e-01 eta: 1 day, 1:18:14 time: 0.6256 data_time: 0.1261 memory: 16132 grad_norm: 1.0226 loss: 2.8640 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.8640 2023/07/20 16:21:05 - mmengine - INFO - Epoch(train) [9][3740/9365] lr: 2.9082e-01 eta: 1 day, 1:17:58 time: 0.6085 data_time: 0.1341 memory: 16132 grad_norm: 1.0278 loss: 3.0414 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0414 2023/07/20 16:21:17 - mmengine - INFO - Epoch(train) [9][3760/9365] lr: 2.9077e-01 eta: 1 day, 1:17:44 time: 0.6145 data_time: 0.1116 memory: 16132 grad_norm: 0.9998 loss: 3.0036 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.0036 2023/07/20 16:21:30 - mmengine - INFO - Epoch(train) [9][3780/9365] lr: 2.9072e-01 eta: 1 day, 1:17:31 time: 0.6244 data_time: 0.1203 memory: 16132 grad_norm: 1.0049 loss: 3.0535 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0535 2023/07/20 16:21:42 - mmengine - INFO - Epoch(train) [9][3800/9365] lr: 2.9067e-01 eta: 1 day, 1:17:20 time: 0.6289 data_time: 0.1012 memory: 16132 grad_norm: 1.0036 loss: 3.0516 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0516 2023/07/20 16:21:55 - mmengine - INFO - Epoch(train) [9][3820/9365] lr: 2.9062e-01 eta: 1 day, 1:17:04 time: 0.6087 data_time: 0.1083 memory: 16132 grad_norm: 1.0120 loss: 3.0112 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0112 2023/07/20 16:22:07 - mmengine - INFO - Epoch(train) [9][3840/9365] lr: 2.9057e-01 eta: 1 day, 1:16:53 time: 0.6282 data_time: 0.0993 memory: 16132 grad_norm: 1.0068 loss: 2.8430 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8430 2023/07/20 16:22:19 - mmengine - INFO - Epoch(train) [9][3860/9365] lr: 2.9052e-01 eta: 1 day, 1:16:37 time: 0.6063 data_time: 0.0993 memory: 16132 grad_norm: 0.9967 loss: 3.1121 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1121 2023/07/20 16:22:32 - mmengine - INFO - Epoch(train) [9][3880/9365] lr: 2.9047e-01 eta: 1 day, 1:16:25 time: 0.6273 data_time: 0.0994 memory: 16132 grad_norm: 1.0082 loss: 2.9876 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9876 2023/07/20 16:22:44 - mmengine - INFO - Epoch(train) [9][3900/9365] lr: 2.9042e-01 eta: 1 day, 1:16:08 time: 0.5998 data_time: 0.1057 memory: 16132 grad_norm: 0.9929 loss: 2.9717 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9717 2023/07/20 16:22:57 - mmengine - INFO - Epoch(train) [9][3920/9365] lr: 2.9037e-01 eta: 1 day, 1:15:58 time: 0.6360 data_time: 0.0999 memory: 16132 grad_norm: 0.9776 loss: 3.1130 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 3.1130 2023/07/20 16:23:09 - mmengine - INFO - Epoch(train) [9][3940/9365] lr: 2.9032e-01 eta: 1 day, 1:15:45 time: 0.6234 data_time: 0.1071 memory: 16132 grad_norm: 1.0129 loss: 2.9694 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.9694 2023/07/20 16:23:21 - mmengine - INFO - Epoch(train) [9][3960/9365] lr: 2.9027e-01 eta: 1 day, 1:15:28 time: 0.6019 data_time: 0.1089 memory: 16132 grad_norm: 1.0140 loss: 2.8982 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 2.8982 2023/07/20 16:23:34 - mmengine - INFO - Epoch(train) [9][3980/9365] lr: 2.9022e-01 eta: 1 day, 1:15:16 time: 0.6262 data_time: 0.1088 memory: 16132 grad_norm: 1.0185 loss: 2.9827 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.9827 2023/07/20 16:23:46 - mmengine - INFO - Epoch(train) [9][4000/9365] lr: 2.9017e-01 eta: 1 day, 1:15:01 time: 0.6115 data_time: 0.1015 memory: 16132 grad_norm: 1.0292 loss: 3.0274 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0274 2023/07/20 16:23:58 - mmengine - INFO - Epoch(train) [9][4020/9365] lr: 2.9012e-01 eta: 1 day, 1:14:47 time: 0.6146 data_time: 0.1130 memory: 16132 grad_norm: 0.9973 loss: 2.9835 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 2.9835 2023/07/20 16:24:10 - mmengine - INFO - Epoch(train) [9][4040/9365] lr: 2.9007e-01 eta: 1 day, 1:14:27 time: 0.5884 data_time: 0.1143 memory: 16132 grad_norm: 1.0185 loss: 3.1681 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.1681 2023/07/20 16:24:23 - mmengine - INFO - Epoch(train) [9][4060/9365] lr: 2.9002e-01 eta: 1 day, 1:14:21 time: 0.6530 data_time: 0.1184 memory: 16132 grad_norm: 1.0063 loss: 2.9931 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9931 2023/07/20 16:24:36 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 16:24:36 - mmengine - INFO - Epoch(train) [9][4080/9365] lr: 2.8997e-01 eta: 1 day, 1:14:09 time: 0.6253 data_time: 0.1058 memory: 16132 grad_norm: 1.0452 loss: 3.0587 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0587 2023/07/20 16:24:48 - mmengine - INFO - Epoch(train) [9][4100/9365] lr: 2.8992e-01 eta: 1 day, 1:13:53 time: 0.6082 data_time: 0.1151 memory: 16132 grad_norm: 1.0238 loss: 3.0096 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0096 2023/07/20 16:25:00 - mmengine - INFO - Epoch(train) [9][4120/9365] lr: 2.8987e-01 eta: 1 day, 1:13:37 time: 0.6072 data_time: 0.1059 memory: 16132 grad_norm: 1.0056 loss: 2.9363 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.9363 2023/07/20 16:25:12 - mmengine - INFO - Epoch(train) [9][4140/9365] lr: 2.8982e-01 eta: 1 day, 1:13:24 time: 0.6171 data_time: 0.1063 memory: 16132 grad_norm: 1.0021 loss: 3.0512 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0512 2023/07/20 16:25:25 - mmengine - INFO - Epoch(train) [9][4160/9365] lr: 2.8977e-01 eta: 1 day, 1:13:14 time: 0.6365 data_time: 0.1257 memory: 16132 grad_norm: 1.0018 loss: 3.1424 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.1424 2023/07/20 16:25:37 - mmengine - INFO - Epoch(train) [9][4180/9365] lr: 2.8972e-01 eta: 1 day, 1:12:59 time: 0.6114 data_time: 0.1154 memory: 16132 grad_norm: 1.0114 loss: 3.0318 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 3.0318 2023/07/20 16:25:50 - mmengine - INFO - Epoch(train) [9][4200/9365] lr: 2.8967e-01 eta: 1 day, 1:12:48 time: 0.6306 data_time: 0.1305 memory: 16132 grad_norm: 1.0038 loss: 3.0413 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0413 2023/07/20 16:26:03 - mmengine - INFO - Epoch(train) [9][4220/9365] lr: 2.8962e-01 eta: 1 day, 1:12:38 time: 0.6369 data_time: 0.1381 memory: 16132 grad_norm: 1.0348 loss: 3.0379 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 3.0379 2023/07/20 16:26:15 - mmengine - INFO - Epoch(train) [9][4240/9365] lr: 2.8957e-01 eta: 1 day, 1:12:21 time: 0.6019 data_time: 0.1097 memory: 16132 grad_norm: 1.0483 loss: 3.0369 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.0369 2023/07/20 16:26:27 - mmengine - INFO - Epoch(train) [9][4260/9365] lr: 2.8952e-01 eta: 1 day, 1:12:13 time: 0.6426 data_time: 0.1136 memory: 16132 grad_norm: 1.0038 loss: 2.9732 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9732 2023/07/20 16:26:40 - mmengine - INFO - Epoch(train) [9][4280/9365] lr: 2.8947e-01 eta: 1 day, 1:12:00 time: 0.6186 data_time: 0.1119 memory: 16132 grad_norm: 1.0116 loss: 2.9143 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.9143 2023/07/20 16:26:52 - mmengine - INFO - Epoch(train) [9][4300/9365] lr: 2.8942e-01 eta: 1 day, 1:11:44 time: 0.6071 data_time: 0.1066 memory: 16132 grad_norm: 1.0197 loss: 3.0097 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 3.0097 2023/07/20 16:27:04 - mmengine - INFO - Epoch(train) [9][4320/9365] lr: 2.8937e-01 eta: 1 day, 1:11:28 time: 0.6067 data_time: 0.0972 memory: 16132 grad_norm: 1.0118 loss: 3.0118 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 3.0118 2023/07/20 16:27:17 - mmengine - INFO - Epoch(train) [9][4340/9365] lr: 2.8932e-01 eta: 1 day, 1:11:15 time: 0.6207 data_time: 0.1190 memory: 16132 grad_norm: 1.0200 loss: 3.0074 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 3.0074 2023/07/20 16:27:29 - mmengine - INFO - Epoch(train) [9][4360/9365] lr: 2.8927e-01 eta: 1 day, 1:11:00 time: 0.6135 data_time: 0.1298 memory: 16132 grad_norm: 1.0195 loss: 2.9044 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9044 2023/07/20 16:27:42 - mmengine - INFO - Epoch(train) [9][4380/9365] lr: 2.8922e-01 eta: 1 day, 1:10:50 time: 0.6325 data_time: 0.1059 memory: 16132 grad_norm: 0.9924 loss: 2.8138 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.8138 2023/07/20 16:27:54 - mmengine - INFO - Epoch(train) [9][4400/9365] lr: 2.8917e-01 eta: 1 day, 1:10:36 time: 0.6186 data_time: 0.1328 memory: 16132 grad_norm: 1.0105 loss: 2.9698 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9698 2023/07/20 16:28:06 - mmengine - INFO - Epoch(train) [9][4420/9365] lr: 2.8912e-01 eta: 1 day, 1:10:21 time: 0.6082 data_time: 0.1039 memory: 16132 grad_norm: 0.9952 loss: 2.8935 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.8935 2023/07/20 16:28:19 - mmengine - INFO - Epoch(train) [9][4440/9365] lr: 2.8907e-01 eta: 1 day, 1:10:11 time: 0.6346 data_time: 0.1057 memory: 16132 grad_norm: 1.0181 loss: 2.9528 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.9528 2023/07/20 16:28:31 - mmengine - INFO - Epoch(train) [9][4460/9365] lr: 2.8902e-01 eta: 1 day, 1:09:54 time: 0.6012 data_time: 0.1090 memory: 16132 grad_norm: 0.9873 loss: 2.9624 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9624 2023/07/20 16:28:43 - mmengine - INFO - Epoch(train) [9][4480/9365] lr: 2.8897e-01 eta: 1 day, 1:09:40 time: 0.6186 data_time: 0.1015 memory: 16132 grad_norm: 1.0199 loss: 3.0657 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0657 2023/07/20 16:28:55 - mmengine - INFO - Epoch(train) [9][4500/9365] lr: 2.8892e-01 eta: 1 day, 1:09:23 time: 0.6029 data_time: 0.1015 memory: 16132 grad_norm: 1.0193 loss: 2.8982 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.8982 2023/07/20 16:29:08 - mmengine - INFO - Epoch(train) [9][4520/9365] lr: 2.8887e-01 eta: 1 day, 1:09:15 time: 0.6431 data_time: 0.0986 memory: 16132 grad_norm: 0.9803 loss: 3.1361 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.1361 2023/07/20 16:29:21 - mmengine - INFO - Epoch(train) [9][4540/9365] lr: 2.8882e-01 eta: 1 day, 1:09:09 time: 0.6535 data_time: 0.1180 memory: 16132 grad_norm: 0.9925 loss: 3.0592 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0592 2023/07/20 16:29:33 - mmengine - INFO - Epoch(train) [9][4560/9365] lr: 2.8877e-01 eta: 1 day, 1:08:50 time: 0.5932 data_time: 0.1200 memory: 16132 grad_norm: 1.0407 loss: 3.0210 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.0210 2023/07/20 16:29:46 - mmengine - INFO - Epoch(train) [9][4580/9365] lr: 2.8872e-01 eta: 1 day, 1:08:40 time: 0.6346 data_time: 0.1045 memory: 16132 grad_norm: 1.0134 loss: 3.0424 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0424 2023/07/20 16:29:58 - mmengine - INFO - Epoch(train) [9][4600/9365] lr: 2.8867e-01 eta: 1 day, 1:08:25 time: 0.6102 data_time: 0.1045 memory: 16132 grad_norm: 1.0250 loss: 2.9886 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.9886 2023/07/20 16:30:11 - mmengine - INFO - Epoch(train) [9][4620/9365] lr: 2.8862e-01 eta: 1 day, 1:08:12 time: 0.6213 data_time: 0.1074 memory: 16132 grad_norm: 1.0150 loss: 3.0919 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 3.0919 2023/07/20 16:30:23 - mmengine - INFO - Epoch(train) [9][4640/9365] lr: 2.8857e-01 eta: 1 day, 1:07:59 time: 0.6170 data_time: 0.1042 memory: 16132 grad_norm: 0.9898 loss: 2.9694 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9694 2023/07/20 16:30:35 - mmengine - INFO - Epoch(train) [9][4660/9365] lr: 2.8852e-01 eta: 1 day, 1:07:43 time: 0.6077 data_time: 0.1233 memory: 16132 grad_norm: 1.0073 loss: 3.0125 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0125 2023/07/20 16:30:47 - mmengine - INFO - Epoch(train) [9][4680/9365] lr: 2.8847e-01 eta: 1 day, 1:07:27 time: 0.6087 data_time: 0.1322 memory: 16132 grad_norm: 1.0212 loss: 2.9816 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.9816 2023/07/20 16:30:59 - mmengine - INFO - Epoch(train) [9][4700/9365] lr: 2.8842e-01 eta: 1 day, 1:07:11 time: 0.6034 data_time: 0.1055 memory: 16132 grad_norm: 1.0291 loss: 3.0512 top1_acc: 0.1250 top5_acc: 0.5625 loss_cls: 3.0512 2023/07/20 16:31:12 - mmengine - INFO - Epoch(train) [9][4720/9365] lr: 2.8837e-01 eta: 1 day, 1:06:58 time: 0.6226 data_time: 0.1041 memory: 16132 grad_norm: 1.0104 loss: 2.9544 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.9544 2023/07/20 16:31:24 - mmengine - INFO - Epoch(train) [9][4740/9365] lr: 2.8832e-01 eta: 1 day, 1:06:47 time: 0.6271 data_time: 0.1035 memory: 16132 grad_norm: 1.0299 loss: 2.9641 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9641 2023/07/20 16:31:37 - mmengine - INFO - Epoch(train) [9][4760/9365] lr: 2.8827e-01 eta: 1 day, 1:06:32 time: 0.6140 data_time: 0.1181 memory: 16132 grad_norm: 1.0122 loss: 3.1201 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1201 2023/07/20 16:31:49 - mmengine - INFO - Epoch(train) [9][4780/9365] lr: 2.8822e-01 eta: 1 day, 1:06:19 time: 0.6167 data_time: 0.1047 memory: 16132 grad_norm: 1.0379 loss: 2.9717 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.9717 2023/07/20 16:32:02 - mmengine - INFO - Epoch(train) [9][4800/9365] lr: 2.8817e-01 eta: 1 day, 1:06:08 time: 0.6297 data_time: 0.1013 memory: 16132 grad_norm: 1.0181 loss: 3.1586 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.1586 2023/07/20 16:32:14 - mmengine - INFO - Epoch(train) [9][4820/9365] lr: 2.8812e-01 eta: 1 day, 1:05:55 time: 0.6212 data_time: 0.1051 memory: 16132 grad_norm: 1.0305 loss: 2.9854 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9854 2023/07/20 16:32:26 - mmengine - INFO - Epoch(train) [9][4840/9365] lr: 2.8807e-01 eta: 1 day, 1:05:37 time: 0.5971 data_time: 0.1035 memory: 16132 grad_norm: 1.0015 loss: 3.0266 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0266 2023/07/20 16:32:39 - mmengine - INFO - Epoch(train) [9][4860/9365] lr: 2.8801e-01 eta: 1 day, 1:05:27 time: 0.6344 data_time: 0.1051 memory: 16132 grad_norm: 1.0229 loss: 3.0981 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.0981 2023/07/20 16:32:51 - mmengine - INFO - Epoch(train) [9][4880/9365] lr: 2.8796e-01 eta: 1 day, 1:05:12 time: 0.6127 data_time: 0.1099 memory: 16132 grad_norm: 0.9943 loss: 3.1581 top1_acc: 0.3750 top5_acc: 0.4688 loss_cls: 3.1581 2023/07/20 16:33:03 - mmengine - INFO - Epoch(train) [9][4900/9365] lr: 2.8791e-01 eta: 1 day, 1:04:58 time: 0.6145 data_time: 0.1048 memory: 16132 grad_norm: 1.0056 loss: 3.0383 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0383 2023/07/20 16:33:15 - mmengine - INFO - Epoch(train) [9][4920/9365] lr: 2.8786e-01 eta: 1 day, 1:04:42 time: 0.6070 data_time: 0.1003 memory: 16132 grad_norm: 1.0032 loss: 2.8949 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.8949 2023/07/20 16:33:28 - mmengine - INFO - Epoch(train) [9][4940/9365] lr: 2.8781e-01 eta: 1 day, 1:04:27 time: 0.6101 data_time: 0.1070 memory: 16132 grad_norm: 0.9968 loss: 2.8127 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8127 2023/07/20 16:33:40 - mmengine - INFO - Epoch(train) [9][4960/9365] lr: 2.8776e-01 eta: 1 day, 1:04:09 time: 0.5954 data_time: 0.1228 memory: 16132 grad_norm: 1.0393 loss: 3.0952 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0952 2023/07/20 16:33:52 - mmengine - INFO - Epoch(train) [9][4980/9365] lr: 2.8771e-01 eta: 1 day, 1:03:57 time: 0.6231 data_time: 0.1084 memory: 16132 grad_norm: 1.0269 loss: 2.9462 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9462 2023/07/20 16:34:04 - mmengine - INFO - Epoch(train) [9][5000/9365] lr: 2.8766e-01 eta: 1 day, 1:03:40 time: 0.6038 data_time: 0.1012 memory: 16132 grad_norm: 1.0000 loss: 2.8372 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8372 2023/07/20 16:34:17 - mmengine - INFO - Epoch(train) [9][5020/9365] lr: 2.8761e-01 eta: 1 day, 1:03:27 time: 0.6187 data_time: 0.0985 memory: 16132 grad_norm: 1.0109 loss: 2.9447 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.9447 2023/07/20 16:34:29 - mmengine - INFO - Epoch(train) [9][5040/9365] lr: 2.8756e-01 eta: 1 day, 1:03:11 time: 0.6033 data_time: 0.0961 memory: 16132 grad_norm: 1.0151 loss: 2.9291 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9291 2023/07/20 16:34:41 - mmengine - INFO - Epoch(train) [9][5060/9365] lr: 2.8751e-01 eta: 1 day, 1:02:56 time: 0.6127 data_time: 0.0992 memory: 16132 grad_norm: 1.0271 loss: 3.0486 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0486 2023/07/20 16:34:53 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 16:34:53 - mmengine - INFO - Epoch(train) [9][5080/9365] lr: 2.8746e-01 eta: 1 day, 1:02:40 time: 0.6051 data_time: 0.1075 memory: 16132 grad_norm: 0.9872 loss: 2.9686 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9686 2023/07/20 16:35:06 - mmengine - INFO - Epoch(train) [9][5100/9365] lr: 2.8741e-01 eta: 1 day, 1:02:31 time: 0.6389 data_time: 0.1107 memory: 16132 grad_norm: 1.0133 loss: 3.0170 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0170 2023/07/20 16:35:18 - mmengine - INFO - Epoch(train) [9][5120/9365] lr: 2.8736e-01 eta: 1 day, 1:02:13 time: 0.5951 data_time: 0.1063 memory: 16132 grad_norm: 1.0010 loss: 2.9950 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.9950 2023/07/20 16:35:31 - mmengine - INFO - Epoch(train) [9][5140/9365] lr: 2.8731e-01 eta: 1 day, 1:02:06 time: 0.6489 data_time: 0.1414 memory: 16132 grad_norm: 1.0075 loss: 2.8656 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8656 2023/07/20 16:35:42 - mmengine - INFO - Epoch(train) [9][5160/9365] lr: 2.8726e-01 eta: 1 day, 1:01:44 time: 0.5776 data_time: 0.1027 memory: 16132 grad_norm: 1.0354 loss: 2.9832 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.9832 2023/07/20 16:35:55 - mmengine - INFO - Epoch(train) [9][5180/9365] lr: 2.8721e-01 eta: 1 day, 1:01:30 time: 0.6135 data_time: 0.1045 memory: 16132 grad_norm: 1.0162 loss: 3.0717 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0717 2023/07/20 16:36:07 - mmengine - INFO - Epoch(train) [9][5200/9365] lr: 2.8716e-01 eta: 1 day, 1:01:17 time: 0.6224 data_time: 0.1091 memory: 16132 grad_norm: 0.9955 loss: 2.8905 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8905 2023/07/20 16:36:19 - mmengine - INFO - Epoch(train) [9][5220/9365] lr: 2.8711e-01 eta: 1 day, 1:01:00 time: 0.5992 data_time: 0.1010 memory: 16132 grad_norm: 1.0176 loss: 2.9705 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9705 2023/07/20 16:36:31 - mmengine - INFO - Epoch(train) [9][5240/9365] lr: 2.8706e-01 eta: 1 day, 1:00:46 time: 0.6118 data_time: 0.1080 memory: 16132 grad_norm: 1.0229 loss: 2.9475 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9475 2023/07/20 16:36:43 - mmengine - INFO - Epoch(train) [9][5260/9365] lr: 2.8701e-01 eta: 1 day, 1:00:30 time: 0.6088 data_time: 0.0981 memory: 16132 grad_norm: 1.0282 loss: 3.0288 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0288 2023/07/20 16:36:56 - mmengine - INFO - Epoch(train) [9][5280/9365] lr: 2.8696e-01 eta: 1 day, 1:00:21 time: 0.6392 data_time: 0.1006 memory: 16132 grad_norm: 1.0263 loss: 2.9761 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.9761 2023/07/20 16:37:08 - mmengine - INFO - Epoch(train) [9][5300/9365] lr: 2.8691e-01 eta: 1 day, 1:00:03 time: 0.5930 data_time: 0.1068 memory: 16132 grad_norm: 1.0342 loss: 3.0581 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0581 2023/07/20 16:37:20 - mmengine - INFO - Epoch(train) [9][5320/9365] lr: 2.8686e-01 eta: 1 day, 0:59:47 time: 0.6067 data_time: 0.1112 memory: 16132 grad_norm: 1.0101 loss: 2.9445 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.9445 2023/07/20 16:37:33 - mmengine - INFO - Epoch(train) [9][5340/9365] lr: 2.8681e-01 eta: 1 day, 0:59:35 time: 0.6219 data_time: 0.1136 memory: 16132 grad_norm: 1.0260 loss: 2.9388 top1_acc: 0.2188 top5_acc: 0.6875 loss_cls: 2.9388 2023/07/20 16:37:45 - mmengine - INFO - Epoch(train) [9][5360/9365] lr: 2.8676e-01 eta: 1 day, 0:59:20 time: 0.6113 data_time: 0.0929 memory: 16132 grad_norm: 1.0026 loss: 3.0646 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.0646 2023/07/20 16:37:57 - mmengine - INFO - Epoch(train) [9][5380/9365] lr: 2.8671e-01 eta: 1 day, 0:59:05 time: 0.6110 data_time: 0.1063 memory: 16132 grad_norm: 1.0166 loss: 3.0582 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0582 2023/07/20 16:38:10 - mmengine - INFO - Epoch(train) [9][5400/9365] lr: 2.8666e-01 eta: 1 day, 0:58:56 time: 0.6380 data_time: 0.0966 memory: 16132 grad_norm: 1.0165 loss: 3.1539 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 3.1539 2023/07/20 16:38:22 - mmengine - INFO - Epoch(train) [9][5420/9365] lr: 2.8661e-01 eta: 1 day, 0:58:41 time: 0.6112 data_time: 0.1179 memory: 16132 grad_norm: 1.0260 loss: 3.0238 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0238 2023/07/20 16:38:34 - mmengine - INFO - Epoch(train) [9][5440/9365] lr: 2.8656e-01 eta: 1 day, 0:58:24 time: 0.5996 data_time: 0.1333 memory: 16132 grad_norm: 1.0061 loss: 3.0383 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 3.0383 2023/07/20 16:38:47 - mmengine - INFO - Epoch(train) [9][5460/9365] lr: 2.8651e-01 eta: 1 day, 0:58:16 time: 0.6424 data_time: 0.1039 memory: 16132 grad_norm: 1.0038 loss: 2.9185 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.9185 2023/07/20 16:39:00 - mmengine - INFO - Epoch(train) [9][5480/9365] lr: 2.8646e-01 eta: 1 day, 0:58:05 time: 0.6297 data_time: 0.1066 memory: 16132 grad_norm: 0.9976 loss: 3.0948 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.0948 2023/07/20 16:39:12 - mmengine - INFO - Epoch(train) [9][5500/9365] lr: 2.8640e-01 eta: 1 day, 0:57:50 time: 0.6106 data_time: 0.1081 memory: 16132 grad_norm: 1.0124 loss: 2.9346 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.9346 2023/07/20 16:39:24 - mmengine - INFO - Epoch(train) [9][5520/9365] lr: 2.8635e-01 eta: 1 day, 0:57:38 time: 0.6275 data_time: 0.1174 memory: 16132 grad_norm: 1.0085 loss: 3.1688 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1688 2023/07/20 16:39:37 - mmengine - INFO - Epoch(train) [9][5540/9365] lr: 2.8630e-01 eta: 1 day, 0:57:26 time: 0.6224 data_time: 0.1220 memory: 16132 grad_norm: 0.9918 loss: 2.9863 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9863 2023/07/20 16:39:49 - mmengine - INFO - Epoch(train) [9][5560/9365] lr: 2.8625e-01 eta: 1 day, 0:57:08 time: 0.5975 data_time: 0.0998 memory: 16132 grad_norm: 1.0371 loss: 2.9672 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.9672 2023/07/20 16:40:01 - mmengine - INFO - Epoch(train) [9][5580/9365] lr: 2.8620e-01 eta: 1 day, 0:56:52 time: 0.6031 data_time: 0.1143 memory: 16132 grad_norm: 0.9918 loss: 3.0160 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0160 2023/07/20 16:40:13 - mmengine - INFO - Epoch(train) [9][5600/9365] lr: 2.8615e-01 eta: 1 day, 0:56:39 time: 0.6177 data_time: 0.1012 memory: 16132 grad_norm: 0.9818 loss: 3.1891 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 3.1891 2023/07/20 16:40:26 - mmengine - INFO - Epoch(train) [9][5620/9365] lr: 2.8610e-01 eta: 1 day, 0:56:25 time: 0.6157 data_time: 0.1071 memory: 16132 grad_norm: 0.9960 loss: 2.8161 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8161 2023/07/20 16:40:38 - mmengine - INFO - Epoch(train) [9][5640/9365] lr: 2.8605e-01 eta: 1 day, 0:56:09 time: 0.6045 data_time: 0.0966 memory: 16132 grad_norm: 1.0113 loss: 2.9036 top1_acc: 0.1562 top5_acc: 0.6250 loss_cls: 2.9036 2023/07/20 16:40:50 - mmengine - INFO - Epoch(train) [9][5660/9365] lr: 2.8600e-01 eta: 1 day, 0:55:51 time: 0.5929 data_time: 0.1004 memory: 16132 grad_norm: 1.0191 loss: 2.9393 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9393 2023/07/20 16:41:02 - mmengine - INFO - Epoch(train) [9][5680/9365] lr: 2.8595e-01 eta: 1 day, 0:55:34 time: 0.5977 data_time: 0.0986 memory: 16132 grad_norm: 1.0129 loss: 2.9478 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.9478 2023/07/20 16:41:14 - mmengine - INFO - Epoch(train) [9][5700/9365] lr: 2.8590e-01 eta: 1 day, 0:55:22 time: 0.6263 data_time: 0.0978 memory: 16132 grad_norm: 1.0019 loss: 3.0397 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0397 2023/07/20 16:41:26 - mmengine - INFO - Epoch(train) [9][5720/9365] lr: 2.8585e-01 eta: 1 day, 0:55:05 time: 0.5998 data_time: 0.1118 memory: 16132 grad_norm: 1.0080 loss: 2.8818 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8818 2023/07/20 16:41:38 - mmengine - INFO - Epoch(train) [9][5740/9365] lr: 2.8580e-01 eta: 1 day, 0:54:49 time: 0.6028 data_time: 0.1033 memory: 16132 grad_norm: 1.0259 loss: 3.0661 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 3.0661 2023/07/20 16:41:50 - mmengine - INFO - Epoch(train) [9][5760/9365] lr: 2.8575e-01 eta: 1 day, 0:54:35 time: 0.6120 data_time: 0.1062 memory: 16132 grad_norm: 1.0264 loss: 2.8858 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 2.8858 2023/07/20 16:42:03 - mmengine - INFO - Epoch(train) [9][5780/9365] lr: 2.8570e-01 eta: 1 day, 0:54:23 time: 0.6248 data_time: 0.1273 memory: 16132 grad_norm: 1.0278 loss: 2.8935 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8935 2023/07/20 16:42:15 - mmengine - INFO - Epoch(train) [9][5800/9365] lr: 2.8565e-01 eta: 1 day, 0:54:11 time: 0.6237 data_time: 0.1148 memory: 16132 grad_norm: 1.0367 loss: 2.8412 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.8412 2023/07/20 16:42:28 - mmengine - INFO - Epoch(train) [9][5820/9365] lr: 2.8560e-01 eta: 1 day, 0:53:54 time: 0.6006 data_time: 0.1284 memory: 16132 grad_norm: 1.0260 loss: 3.0537 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0537 2023/07/20 16:42:40 - mmengine - INFO - Epoch(train) [9][5840/9365] lr: 2.8555e-01 eta: 1 day, 0:53:41 time: 0.6198 data_time: 0.1008 memory: 16132 grad_norm: 1.0188 loss: 3.1662 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.1662 2023/07/20 16:42:53 - mmengine - INFO - Epoch(train) [9][5860/9365] lr: 2.8550e-01 eta: 1 day, 0:53:34 time: 0.6491 data_time: 0.1057 memory: 16132 grad_norm: 1.0289 loss: 2.9639 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9639 2023/07/20 16:43:05 - mmengine - INFO - Epoch(train) [9][5880/9365] lr: 2.8545e-01 eta: 1 day, 0:53:18 time: 0.6035 data_time: 0.1078 memory: 16132 grad_norm: 1.0195 loss: 2.9036 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.9036 2023/07/20 16:43:17 - mmengine - INFO - Epoch(train) [9][5900/9365] lr: 2.8540e-01 eta: 1 day, 0:53:03 time: 0.6107 data_time: 0.1049 memory: 16132 grad_norm: 1.0074 loss: 2.9308 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.9308 2023/07/20 16:43:30 - mmengine - INFO - Epoch(train) [9][5920/9365] lr: 2.8534e-01 eta: 1 day, 0:52:55 time: 0.6447 data_time: 0.1013 memory: 16132 grad_norm: 1.0295 loss: 3.1059 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.1059 2023/07/20 16:43:43 - mmengine - INFO - Epoch(train) [9][5940/9365] lr: 2.8529e-01 eta: 1 day, 0:52:47 time: 0.6449 data_time: 0.1109 memory: 16132 grad_norm: 1.0100 loss: 2.9763 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9763 2023/07/20 16:43:55 - mmengine - INFO - Epoch(train) [9][5960/9365] lr: 2.8524e-01 eta: 1 day, 0:52:31 time: 0.6078 data_time: 0.1205 memory: 16132 grad_norm: 1.0378 loss: 2.9087 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.9087 2023/07/20 16:44:07 - mmengine - INFO - Epoch(train) [9][5980/9365] lr: 2.8519e-01 eta: 1 day, 0:52:15 time: 0.5995 data_time: 0.1027 memory: 16132 grad_norm: 1.0214 loss: 2.8901 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8901 2023/07/20 16:44:20 - mmengine - INFO - Epoch(train) [9][6000/9365] lr: 2.8514e-01 eta: 1 day, 0:52:01 time: 0.6158 data_time: 0.1218 memory: 16132 grad_norm: 1.0049 loss: 3.0342 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 3.0342 2023/07/20 16:44:32 - mmengine - INFO - Epoch(train) [9][6020/9365] lr: 2.8509e-01 eta: 1 day, 0:51:51 time: 0.6344 data_time: 0.1186 memory: 16132 grad_norm: 1.0126 loss: 3.0161 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.0161 2023/07/20 16:44:45 - mmengine - INFO - Epoch(train) [9][6040/9365] lr: 2.8504e-01 eta: 1 day, 0:51:40 time: 0.6299 data_time: 0.1090 memory: 16132 grad_norm: 1.0225 loss: 2.9439 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9439 2023/07/20 16:44:57 - mmengine - INFO - Epoch(train) [9][6060/9365] lr: 2.8499e-01 eta: 1 day, 0:51:22 time: 0.5937 data_time: 0.1189 memory: 16132 grad_norm: 1.0277 loss: 2.8652 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8652 2023/07/20 16:45:09 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 16:45:09 - mmengine - INFO - Epoch(train) [9][6080/9365] lr: 2.8494e-01 eta: 1 day, 0:51:10 time: 0.6276 data_time: 0.0987 memory: 16132 grad_norm: 1.0274 loss: 2.8281 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.8281 2023/07/20 16:45:22 - mmengine - INFO - Epoch(train) [9][6100/9365] lr: 2.8489e-01 eta: 1 day, 0:50:59 time: 0.6272 data_time: 0.1073 memory: 16132 grad_norm: 1.0181 loss: 2.9469 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9469 2023/07/20 16:45:34 - mmengine - INFO - Epoch(train) [9][6120/9365] lr: 2.8484e-01 eta: 1 day, 0:50:42 time: 0.6002 data_time: 0.1046 memory: 16132 grad_norm: 1.0076 loss: 2.9781 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9781 2023/07/20 16:45:46 - mmengine - INFO - Epoch(train) [9][6140/9365] lr: 2.8479e-01 eta: 1 day, 0:50:29 time: 0.6175 data_time: 0.1280 memory: 16132 grad_norm: 1.0500 loss: 3.0548 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0548 2023/07/20 16:45:58 - mmengine - INFO - Epoch(train) [9][6160/9365] lr: 2.8474e-01 eta: 1 day, 0:50:14 time: 0.6069 data_time: 0.1105 memory: 16132 grad_norm: 0.9986 loss: 3.0535 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.0535 2023/07/20 16:46:11 - mmengine - INFO - Epoch(train) [9][6180/9365] lr: 2.8469e-01 eta: 1 day, 0:50:00 time: 0.6174 data_time: 0.1175 memory: 16132 grad_norm: 1.0297 loss: 2.9954 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9954 2023/07/20 16:46:23 - mmengine - INFO - Epoch(train) [9][6200/9365] lr: 2.8464e-01 eta: 1 day, 0:49:45 time: 0.6082 data_time: 0.1119 memory: 16132 grad_norm: 0.9851 loss: 2.9268 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9268 2023/07/20 16:46:36 - mmengine - INFO - Epoch(train) [9][6220/9365] lr: 2.8459e-01 eta: 1 day, 0:49:39 time: 0.6562 data_time: 0.1497 memory: 16132 grad_norm: 1.0095 loss: 2.9471 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9471 2023/07/20 16:46:49 - mmengine - INFO - Epoch(train) [9][6240/9365] lr: 2.8453e-01 eta: 1 day, 0:49:26 time: 0.6200 data_time: 0.1178 memory: 16132 grad_norm: 1.0071 loss: 2.9759 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.9759 2023/07/20 16:47:01 - mmengine - INFO - Epoch(train) [9][6260/9365] lr: 2.8448e-01 eta: 1 day, 0:49:14 time: 0.6251 data_time: 0.1093 memory: 16132 grad_norm: 1.0163 loss: 2.9790 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.9790 2023/07/20 16:47:13 - mmengine - INFO - Epoch(train) [9][6280/9365] lr: 2.8443e-01 eta: 1 day, 0:48:59 time: 0.6078 data_time: 0.0973 memory: 16132 grad_norm: 1.0245 loss: 3.1213 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.1213 2023/07/20 16:47:25 - mmengine - INFO - Epoch(train) [9][6300/9365] lr: 2.8438e-01 eta: 1 day, 0:48:44 time: 0.6093 data_time: 0.1020 memory: 16132 grad_norm: 0.9913 loss: 2.8700 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.8700 2023/07/20 16:47:38 - mmengine - INFO - Epoch(train) [9][6320/9365] lr: 2.8433e-01 eta: 1 day, 0:48:32 time: 0.6254 data_time: 0.1221 memory: 16132 grad_norm: 1.0169 loss: 3.0959 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 3.0959 2023/07/20 16:47:50 - mmengine - INFO - Epoch(train) [9][6340/9365] lr: 2.8428e-01 eta: 1 day, 0:48:14 time: 0.5916 data_time: 0.1107 memory: 16132 grad_norm: 1.0216 loss: 2.9773 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9773 2023/07/20 16:48:02 - mmengine - INFO - Epoch(train) [9][6360/9365] lr: 2.8423e-01 eta: 1 day, 0:48:00 time: 0.6117 data_time: 0.1007 memory: 16132 grad_norm: 1.0247 loss: 2.9409 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9409 2023/07/20 16:48:14 - mmengine - INFO - Epoch(train) [9][6380/9365] lr: 2.8418e-01 eta: 1 day, 0:47:45 time: 0.6095 data_time: 0.0991 memory: 16132 grad_norm: 1.0291 loss: 3.1087 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.1087 2023/07/20 16:48:27 - mmengine - INFO - Epoch(train) [9][6400/9365] lr: 2.8413e-01 eta: 1 day, 0:47:33 time: 0.6241 data_time: 0.1153 memory: 16132 grad_norm: 1.0142 loss: 2.9140 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9140 2023/07/20 16:48:39 - mmengine - INFO - Epoch(train) [9][6420/9365] lr: 2.8408e-01 eta: 1 day, 0:47:23 time: 0.6327 data_time: 0.1022 memory: 16132 grad_norm: 1.0425 loss: 2.9543 top1_acc: 0.2188 top5_acc: 0.6875 loss_cls: 2.9543 2023/07/20 16:48:51 - mmengine - INFO - Epoch(train) [9][6440/9365] lr: 2.8403e-01 eta: 1 day, 0:47:05 time: 0.5969 data_time: 0.1053 memory: 16132 grad_norm: 1.0341 loss: 2.9782 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.9782 2023/07/20 16:49:04 - mmengine - INFO - Epoch(train) [9][6460/9365] lr: 2.8398e-01 eta: 1 day, 0:46:53 time: 0.6217 data_time: 0.1239 memory: 16132 grad_norm: 1.0071 loss: 3.0245 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.0245 2023/07/20 16:49:16 - mmengine - INFO - Epoch(train) [9][6480/9365] lr: 2.8393e-01 eta: 1 day, 0:46:37 time: 0.6018 data_time: 0.1153 memory: 16132 grad_norm: 1.0331 loss: 2.8945 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.8945 2023/07/20 16:49:29 - mmengine - INFO - Epoch(train) [9][6500/9365] lr: 2.8388e-01 eta: 1 day, 0:46:31 time: 0.6608 data_time: 0.1063 memory: 16132 grad_norm: 1.0067 loss: 3.0390 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0390 2023/07/20 16:49:42 - mmengine - INFO - Epoch(train) [9][6520/9365] lr: 2.8382e-01 eta: 1 day, 0:46:21 time: 0.6358 data_time: 0.1157 memory: 16132 grad_norm: 1.0132 loss: 3.0769 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.0769 2023/07/20 16:49:54 - mmengine - INFO - Epoch(train) [9][6540/9365] lr: 2.8377e-01 eta: 1 day, 0:46:06 time: 0.6048 data_time: 0.1008 memory: 16132 grad_norm: 1.0154 loss: 2.9759 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.9759 2023/07/20 16:50:06 - mmengine - INFO - Epoch(train) [9][6560/9365] lr: 2.8372e-01 eta: 1 day, 0:45:53 time: 0.6229 data_time: 0.1066 memory: 16132 grad_norm: 1.0387 loss: 2.9471 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.9471 2023/07/20 16:50:20 - mmengine - INFO - Epoch(train) [9][6580/9365] lr: 2.8367e-01 eta: 1 day, 0:45:47 time: 0.6578 data_time: 0.1087 memory: 16132 grad_norm: 1.0015 loss: 3.0126 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.0126 2023/07/20 16:50:32 - mmengine - INFO - Epoch(train) [9][6600/9365] lr: 2.8362e-01 eta: 1 day, 0:45:33 time: 0.6091 data_time: 0.1093 memory: 16132 grad_norm: 1.0228 loss: 2.8584 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8584 2023/07/20 16:50:44 - mmengine - INFO - Epoch(train) [9][6620/9365] lr: 2.8357e-01 eta: 1 day, 0:45:20 time: 0.6231 data_time: 0.1060 memory: 16132 grad_norm: 1.0272 loss: 3.0096 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0096 2023/07/20 16:50:57 - mmengine - INFO - Epoch(train) [9][6640/9365] lr: 2.8352e-01 eta: 1 day, 0:45:08 time: 0.6254 data_time: 0.1059 memory: 16132 grad_norm: 1.0107 loss: 3.1447 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1447 2023/07/20 16:51:09 - mmengine - INFO - Epoch(train) [9][6660/9365] lr: 2.8347e-01 eta: 1 day, 0:44:52 time: 0.6020 data_time: 0.1105 memory: 16132 grad_norm: 1.0106 loss: 3.0624 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0624 2023/07/20 16:51:21 - mmengine - INFO - Epoch(train) [9][6680/9365] lr: 2.8342e-01 eta: 1 day, 0:44:38 time: 0.6119 data_time: 0.1071 memory: 16132 grad_norm: 1.0051 loss: 3.0392 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0392 2023/07/20 16:51:33 - mmengine - INFO - Epoch(train) [9][6700/9365] lr: 2.8337e-01 eta: 1 day, 0:44:22 time: 0.6012 data_time: 0.1054 memory: 16132 grad_norm: 1.0138 loss: 3.0328 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0328 2023/07/20 16:51:46 - mmengine - INFO - Epoch(train) [9][6720/9365] lr: 2.8332e-01 eta: 1 day, 0:44:10 time: 0.6273 data_time: 0.1113 memory: 16132 grad_norm: 1.0031 loss: 2.9418 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9418 2023/07/20 16:51:58 - mmengine - INFO - Epoch(train) [9][6740/9365] lr: 2.8327e-01 eta: 1 day, 0:43:55 time: 0.6049 data_time: 0.0951 memory: 16132 grad_norm: 1.0569 loss: 3.0038 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0038 2023/07/20 16:52:10 - mmengine - INFO - Epoch(train) [9][6760/9365] lr: 2.8321e-01 eta: 1 day, 0:43:38 time: 0.5982 data_time: 0.1065 memory: 16132 grad_norm: 1.0292 loss: 3.0280 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0280 2023/07/20 16:52:22 - mmengine - INFO - Epoch(train) [9][6780/9365] lr: 2.8316e-01 eta: 1 day, 0:43:24 time: 0.6126 data_time: 0.1236 memory: 16132 grad_norm: 1.0238 loss: 3.0329 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.0329 2023/07/20 16:52:34 - mmengine - INFO - Epoch(train) [9][6800/9365] lr: 2.8311e-01 eta: 1 day, 0:43:10 time: 0.6163 data_time: 0.0941 memory: 16132 grad_norm: 0.9969 loss: 2.8630 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.8630 2023/07/20 16:52:47 - mmengine - INFO - Epoch(train) [9][6820/9365] lr: 2.8306e-01 eta: 1 day, 0:42:56 time: 0.6132 data_time: 0.1069 memory: 16132 grad_norm: 0.9845 loss: 2.9063 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9063 2023/07/20 16:52:59 - mmengine - INFO - Epoch(train) [9][6840/9365] lr: 2.8301e-01 eta: 1 day, 0:42:43 time: 0.6171 data_time: 0.1026 memory: 16132 grad_norm: 1.0123 loss: 2.8253 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8253 2023/07/20 16:53:11 - mmengine - INFO - Epoch(train) [9][6860/9365] lr: 2.8296e-01 eta: 1 day, 0:42:28 time: 0.6078 data_time: 0.1113 memory: 16132 grad_norm: 1.0238 loss: 3.0552 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0552 2023/07/20 16:53:24 - mmengine - INFO - Epoch(train) [9][6880/9365] lr: 2.8291e-01 eta: 1 day, 0:42:15 time: 0.6173 data_time: 0.1019 memory: 16132 grad_norm: 1.0000 loss: 3.0101 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0101 2023/07/20 16:53:35 - mmengine - INFO - Epoch(train) [9][6900/9365] lr: 2.8286e-01 eta: 1 day, 0:41:55 time: 0.5825 data_time: 0.1093 memory: 16132 grad_norm: 1.0139 loss: 2.9548 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9548 2023/07/20 16:53:48 - mmengine - INFO - Epoch(train) [9][6920/9365] lr: 2.8281e-01 eta: 1 day, 0:41:46 time: 0.6389 data_time: 0.1198 memory: 16132 grad_norm: 1.0216 loss: 2.9237 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9237 2023/07/20 16:54:00 - mmengine - INFO - Epoch(train) [9][6940/9365] lr: 2.8276e-01 eta: 1 day, 0:41:32 time: 0.6113 data_time: 0.1010 memory: 16132 grad_norm: 1.0116 loss: 2.8431 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.8431 2023/07/20 16:54:13 - mmengine - INFO - Epoch(train) [9][6960/9365] lr: 2.8271e-01 eta: 1 day, 0:41:23 time: 0.6458 data_time: 0.1067 memory: 16132 grad_norm: 1.0231 loss: 2.8621 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8621 2023/07/20 16:54:26 - mmengine - INFO - Epoch(train) [9][6980/9365] lr: 2.8266e-01 eta: 1 day, 0:41:10 time: 0.6172 data_time: 0.1194 memory: 16132 grad_norm: 1.0345 loss: 3.0369 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 3.0369 2023/07/20 16:54:38 - mmengine - INFO - Epoch(train) [9][7000/9365] lr: 2.8260e-01 eta: 1 day, 0:40:59 time: 0.6278 data_time: 0.1287 memory: 16132 grad_norm: 0.9983 loss: 2.8913 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8913 2023/07/20 16:54:50 - mmengine - INFO - Epoch(train) [9][7020/9365] lr: 2.8255e-01 eta: 1 day, 0:40:39 time: 0.5796 data_time: 0.0982 memory: 16132 grad_norm: 1.0161 loss: 2.9052 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.9052 2023/07/20 16:55:03 - mmengine - INFO - Epoch(train) [9][7040/9365] lr: 2.8250e-01 eta: 1 day, 0:40:30 time: 0.6407 data_time: 0.1166 memory: 16132 grad_norm: 1.0207 loss: 3.0029 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0029 2023/07/20 16:55:15 - mmengine - INFO - Epoch(train) [9][7060/9365] lr: 2.8245e-01 eta: 1 day, 0:40:17 time: 0.6199 data_time: 0.1334 memory: 16132 grad_norm: 1.0395 loss: 3.0495 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0495 2023/07/20 16:55:27 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 16:55:27 - mmengine - INFO - Epoch(train) [9][7080/9365] lr: 2.8240e-01 eta: 1 day, 0:40:02 time: 0.6063 data_time: 0.1137 memory: 16132 grad_norm: 1.0442 loss: 2.9208 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.9208 2023/07/20 16:55:39 - mmengine - INFO - Epoch(train) [9][7100/9365] lr: 2.8235e-01 eta: 1 day, 0:39:44 time: 0.5937 data_time: 0.1158 memory: 16132 grad_norm: 1.0276 loss: 3.0533 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0533 2023/07/20 16:55:51 - mmengine - INFO - Epoch(train) [9][7120/9365] lr: 2.8230e-01 eta: 1 day, 0:39:31 time: 0.6192 data_time: 0.1071 memory: 16132 grad_norm: 1.0325 loss: 2.9411 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.9411 2023/07/20 16:56:04 - mmengine - INFO - Epoch(train) [9][7140/9365] lr: 2.8225e-01 eta: 1 day, 0:39:18 time: 0.6189 data_time: 0.1029 memory: 16132 grad_norm: 1.0164 loss: 3.0005 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0005 2023/07/20 16:56:16 - mmengine - INFO - Epoch(train) [9][7160/9365] lr: 2.8220e-01 eta: 1 day, 0:39:07 time: 0.6305 data_time: 0.1098 memory: 16132 grad_norm: 1.0223 loss: 3.0349 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0349 2023/07/20 16:56:29 - mmengine - INFO - Epoch(train) [9][7180/9365] lr: 2.8215e-01 eta: 1 day, 0:38:57 time: 0.6349 data_time: 0.1036 memory: 16132 grad_norm: 1.0204 loss: 2.8946 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 2.8946 2023/07/20 16:56:41 - mmengine - INFO - Epoch(train) [9][7200/9365] lr: 2.8209e-01 eta: 1 day, 0:38:43 time: 0.6129 data_time: 0.1119 memory: 16132 grad_norm: 1.0195 loss: 3.0579 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0579 2023/07/20 16:56:54 - mmengine - INFO - Epoch(train) [9][7220/9365] lr: 2.8204e-01 eta: 1 day, 0:38:34 time: 0.6410 data_time: 0.1134 memory: 16132 grad_norm: 1.0322 loss: 2.9105 top1_acc: 0.2188 top5_acc: 0.3125 loss_cls: 2.9105 2023/07/20 16:57:06 - mmengine - INFO - Epoch(train) [9][7240/9365] lr: 2.8199e-01 eta: 1 day, 0:38:18 time: 0.6035 data_time: 0.1239 memory: 16132 grad_norm: 1.0328 loss: 3.1443 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1443 2023/07/20 16:57:18 - mmengine - INFO - Epoch(train) [9][7260/9365] lr: 2.8194e-01 eta: 1 day, 0:38:01 time: 0.5950 data_time: 0.1077 memory: 16132 grad_norm: 1.0411 loss: 3.0371 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0371 2023/07/20 16:57:31 - mmengine - INFO - Epoch(train) [9][7280/9365] lr: 2.8189e-01 eta: 1 day, 0:37:50 time: 0.6291 data_time: 0.1115 memory: 16132 grad_norm: 1.0188 loss: 3.0215 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0215 2023/07/20 16:57:43 - mmengine - INFO - Epoch(train) [9][7300/9365] lr: 2.8184e-01 eta: 1 day, 0:37:39 time: 0.6301 data_time: 0.1340 memory: 16132 grad_norm: 1.0233 loss: 2.9817 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9817 2023/07/20 16:57:56 - mmengine - INFO - Epoch(train) [9][7320/9365] lr: 2.8179e-01 eta: 1 day, 0:37:28 time: 0.6322 data_time: 0.1365 memory: 16132 grad_norm: 1.0310 loss: 2.9289 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.9289 2023/07/20 16:58:08 - mmengine - INFO - Epoch(train) [9][7340/9365] lr: 2.8174e-01 eta: 1 day, 0:37:14 time: 0.6108 data_time: 0.1374 memory: 16132 grad_norm: 1.0206 loss: 2.9101 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9101 2023/07/20 16:58:20 - mmengine - INFO - Epoch(train) [9][7360/9365] lr: 2.8169e-01 eta: 1 day, 0:36:59 time: 0.6061 data_time: 0.1116 memory: 16132 grad_norm: 1.0327 loss: 3.1078 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.1078 2023/07/20 16:58:33 - mmengine - INFO - Epoch(train) [9][7380/9365] lr: 2.8164e-01 eta: 1 day, 0:36:44 time: 0.6070 data_time: 0.1071 memory: 16132 grad_norm: 1.0317 loss: 2.9761 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9761 2023/07/20 16:58:45 - mmengine - INFO - Epoch(train) [9][7400/9365] lr: 2.8158e-01 eta: 1 day, 0:36:34 time: 0.6404 data_time: 0.1040 memory: 16132 grad_norm: 1.0304 loss: 2.9732 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 2.9732 2023/07/20 16:58:58 - mmengine - INFO - Epoch(train) [9][7420/9365] lr: 2.8153e-01 eta: 1 day, 0:36:21 time: 0.6135 data_time: 0.1045 memory: 16132 grad_norm: 1.0400 loss: 2.9870 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.9870 2023/07/20 16:59:10 - mmengine - INFO - Epoch(train) [9][7440/9365] lr: 2.8148e-01 eta: 1 day, 0:36:05 time: 0.6030 data_time: 0.1018 memory: 16132 grad_norm: 1.0011 loss: 2.9560 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.9560 2023/07/20 16:59:23 - mmengine - INFO - Epoch(train) [9][7460/9365] lr: 2.8143e-01 eta: 1 day, 0:35:57 time: 0.6475 data_time: 0.1036 memory: 16132 grad_norm: 1.0201 loss: 2.8676 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.8676 2023/07/20 16:59:35 - mmengine - INFO - Epoch(train) [9][7480/9365] lr: 2.8138e-01 eta: 1 day, 0:35:44 time: 0.6216 data_time: 0.1104 memory: 16132 grad_norm: 1.0170 loss: 2.9107 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 2.9107 2023/07/20 16:59:48 - mmengine - INFO - Epoch(train) [9][7500/9365] lr: 2.8133e-01 eta: 1 day, 0:35:31 time: 0.6179 data_time: 0.1290 memory: 16132 grad_norm: 1.0395 loss: 3.0323 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0323 2023/07/20 16:59:59 - mmengine - INFO - Epoch(train) [9][7520/9365] lr: 2.8128e-01 eta: 1 day, 0:35:14 time: 0.5929 data_time: 0.1100 memory: 16132 grad_norm: 1.0376 loss: 3.0532 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0532 2023/07/20 17:00:12 - mmengine - INFO - Epoch(train) [9][7540/9365] lr: 2.8123e-01 eta: 1 day, 0:35:01 time: 0.6214 data_time: 0.1109 memory: 16132 grad_norm: 0.9918 loss: 3.0691 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0691 2023/07/20 17:00:24 - mmengine - INFO - Epoch(train) [9][7560/9365] lr: 2.8118e-01 eta: 1 day, 0:34:47 time: 0.6134 data_time: 0.1061 memory: 16132 grad_norm: 1.0112 loss: 3.0236 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0236 2023/07/20 17:00:36 - mmengine - INFO - Epoch(train) [9][7580/9365] lr: 2.8113e-01 eta: 1 day, 0:34:34 time: 0.6137 data_time: 0.1062 memory: 16132 grad_norm: 1.0048 loss: 2.9754 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.9754 2023/07/20 17:00:49 - mmengine - INFO - Epoch(train) [9][7600/9365] lr: 2.8107e-01 eta: 1 day, 0:34:21 time: 0.6229 data_time: 0.1211 memory: 16132 grad_norm: 1.0064 loss: 2.9997 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9997 2023/07/20 17:01:01 - mmengine - INFO - Epoch(train) [9][7620/9365] lr: 2.8102e-01 eta: 1 day, 0:34:07 time: 0.6080 data_time: 0.1061 memory: 16132 grad_norm: 1.0501 loss: 3.0541 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0541 2023/07/20 17:01:14 - mmengine - INFO - Epoch(train) [9][7640/9365] lr: 2.8097e-01 eta: 1 day, 0:33:55 time: 0.6263 data_time: 0.1363 memory: 16132 grad_norm: 1.0396 loss: 3.1381 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.1381 2023/07/20 17:01:26 - mmengine - INFO - Epoch(train) [9][7660/9365] lr: 2.8092e-01 eta: 1 day, 0:33:40 time: 0.6100 data_time: 0.1160 memory: 16132 grad_norm: 1.0413 loss: 3.0651 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0651 2023/07/20 17:01:39 - mmengine - INFO - Epoch(train) [9][7680/9365] lr: 2.8087e-01 eta: 1 day, 0:33:32 time: 0.6454 data_time: 0.1558 memory: 16132 grad_norm: 1.0353 loss: 2.9940 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 2.9940 2023/07/20 17:01:52 - mmengine - INFO - Epoch(train) [9][7700/9365] lr: 2.8082e-01 eta: 1 day, 0:33:25 time: 0.6561 data_time: 0.1107 memory: 16132 grad_norm: 1.0189 loss: 2.9397 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.9397 2023/07/20 17:02:04 - mmengine - INFO - Epoch(train) [9][7720/9365] lr: 2.8077e-01 eta: 1 day, 0:33:12 time: 0.6199 data_time: 0.1314 memory: 16132 grad_norm: 1.0411 loss: 3.0841 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.0841 2023/07/20 17:02:17 - mmengine - INFO - Epoch(train) [9][7740/9365] lr: 2.8072e-01 eta: 1 day, 0:33:00 time: 0.6222 data_time: 0.1101 memory: 16132 grad_norm: 1.0167 loss: 2.9561 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9561 2023/07/20 17:02:29 - mmengine - INFO - Epoch(train) [9][7760/9365] lr: 2.8066e-01 eta: 1 day, 0:32:48 time: 0.6264 data_time: 0.1167 memory: 16132 grad_norm: 1.0202 loss: 2.8086 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.8086 2023/07/20 17:02:42 - mmengine - INFO - Epoch(train) [9][7780/9365] lr: 2.8061e-01 eta: 1 day, 0:32:35 time: 0.6192 data_time: 0.1127 memory: 16132 grad_norm: 1.0262 loss: 3.0754 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0754 2023/07/20 17:02:54 - mmengine - INFO - Epoch(train) [9][7800/9365] lr: 2.8056e-01 eta: 1 day, 0:32:19 time: 0.6000 data_time: 0.1050 memory: 16132 grad_norm: 1.0120 loss: 2.8779 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8779 2023/07/20 17:03:06 - mmengine - INFO - Epoch(train) [9][7820/9365] lr: 2.8051e-01 eta: 1 day, 0:32:06 time: 0.6155 data_time: 0.0985 memory: 16132 grad_norm: 1.0105 loss: 3.1065 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1065 2023/07/20 17:03:19 - mmengine - INFO - Epoch(train) [9][7840/9365] lr: 2.8046e-01 eta: 1 day, 0:31:55 time: 0.6315 data_time: 0.1155 memory: 16132 grad_norm: 1.0403 loss: 3.0052 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0052 2023/07/20 17:03:31 - mmengine - INFO - Epoch(train) [9][7860/9365] lr: 2.8041e-01 eta: 1 day, 0:31:41 time: 0.6119 data_time: 0.1145 memory: 16132 grad_norm: 1.0292 loss: 2.9314 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9314 2023/07/20 17:03:44 - mmengine - INFO - Epoch(train) [9][7880/9365] lr: 2.8036e-01 eta: 1 day, 0:31:32 time: 0.6442 data_time: 0.0990 memory: 16132 grad_norm: 1.0295 loss: 3.1030 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.1030 2023/07/20 17:03:56 - mmengine - INFO - Epoch(train) [9][7900/9365] lr: 2.8031e-01 eta: 1 day, 0:31:19 time: 0.6162 data_time: 0.1125 memory: 16132 grad_norm: 1.0171 loss: 3.0121 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0121 2023/07/20 17:04:09 - mmengine - INFO - Epoch(train) [9][7920/9365] lr: 2.8026e-01 eta: 1 day, 0:31:06 time: 0.6189 data_time: 0.1060 memory: 16132 grad_norm: 1.0206 loss: 3.0736 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.0736 2023/07/20 17:04:21 - mmengine - INFO - Epoch(train) [9][7940/9365] lr: 2.8020e-01 eta: 1 day, 0:30:55 time: 0.6309 data_time: 0.1076 memory: 16132 grad_norm: 1.0182 loss: 3.0667 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0667 2023/07/20 17:04:33 - mmengine - INFO - Epoch(train) [9][7960/9365] lr: 2.8015e-01 eta: 1 day, 0:30:39 time: 0.6028 data_time: 0.1030 memory: 16132 grad_norm: 1.0189 loss: 2.8591 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8591 2023/07/20 17:04:46 - mmengine - INFO - Epoch(train) [9][7980/9365] lr: 2.8010e-01 eta: 1 day, 0:30:27 time: 0.6212 data_time: 0.1074 memory: 16132 grad_norm: 1.0420 loss: 3.0560 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0560 2023/07/20 17:04:58 - mmengine - INFO - Epoch(train) [9][8000/9365] lr: 2.8005e-01 eta: 1 day, 0:30:14 time: 0.6190 data_time: 0.1066 memory: 16132 grad_norm: 1.0469 loss: 3.0876 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0876 2023/07/20 17:05:11 - mmengine - INFO - Epoch(train) [9][8020/9365] lr: 2.8000e-01 eta: 1 day, 0:30:04 time: 0.6363 data_time: 0.1003 memory: 16132 grad_norm: 1.0423 loss: 3.0990 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0990 2023/07/20 17:05:23 - mmengine - INFO - Epoch(train) [9][8040/9365] lr: 2.7995e-01 eta: 1 day, 0:29:49 time: 0.6058 data_time: 0.1114 memory: 16132 grad_norm: 1.0312 loss: 3.0090 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0090 2023/07/20 17:05:36 - mmengine - INFO - Epoch(train) [9][8060/9365] lr: 2.7990e-01 eta: 1 day, 0:29:39 time: 0.6389 data_time: 0.1079 memory: 16132 grad_norm: 1.0389 loss: 2.9515 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.9515 2023/07/20 17:05:48 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 17:05:48 - mmengine - INFO - Epoch(train) [9][8080/9365] lr: 2.7985e-01 eta: 1 day, 0:29:26 time: 0.6183 data_time: 0.1075 memory: 16132 grad_norm: 1.0135 loss: 2.9979 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.9979 2023/07/20 17:06:00 - mmengine - INFO - Epoch(train) [9][8100/9365] lr: 2.7979e-01 eta: 1 day, 0:29:12 time: 0.6121 data_time: 0.1038 memory: 16132 grad_norm: 1.0338 loss: 3.0852 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0852 2023/07/20 17:06:13 - mmengine - INFO - Epoch(train) [9][8120/9365] lr: 2.7974e-01 eta: 1 day, 0:28:58 time: 0.6128 data_time: 0.1089 memory: 16132 grad_norm: 1.0103 loss: 2.9585 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9585 2023/07/20 17:06:25 - mmengine - INFO - Epoch(train) [9][8140/9365] lr: 2.7969e-01 eta: 1 day, 0:28:44 time: 0.6125 data_time: 0.1096 memory: 16132 grad_norm: 1.0328 loss: 3.0178 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.0178 2023/07/20 17:06:38 - mmengine - INFO - Epoch(train) [9][8160/9365] lr: 2.7964e-01 eta: 1 day, 0:28:36 time: 0.6476 data_time: 0.1232 memory: 16132 grad_norm: 1.0126 loss: 2.9065 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.9065 2023/07/20 17:06:51 - mmengine - INFO - Epoch(train) [9][8180/9365] lr: 2.7959e-01 eta: 1 day, 0:28:25 time: 0.6314 data_time: 0.1071 memory: 16132 grad_norm: 1.0158 loss: 2.9126 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 2.9126 2023/07/20 17:07:02 - mmengine - INFO - Epoch(train) [9][8200/9365] lr: 2.7954e-01 eta: 1 day, 0:28:07 time: 0.5863 data_time: 0.0959 memory: 16132 grad_norm: 1.0119 loss: 3.0966 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0966 2023/07/20 17:07:15 - mmengine - INFO - Epoch(train) [9][8220/9365] lr: 2.7949e-01 eta: 1 day, 0:27:55 time: 0.6269 data_time: 0.0960 memory: 16132 grad_norm: 1.0085 loss: 2.8462 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.8462 2023/07/20 17:07:27 - mmengine - INFO - Epoch(train) [9][8240/9365] lr: 2.7944e-01 eta: 1 day, 0:27:41 time: 0.6145 data_time: 0.0967 memory: 16132 grad_norm: 1.0426 loss: 2.9219 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9219 2023/07/20 17:07:40 - mmengine - INFO - Epoch(train) [9][8260/9365] lr: 2.7938e-01 eta: 1 day, 0:27:29 time: 0.6236 data_time: 0.0967 memory: 16132 grad_norm: 1.0171 loss: 3.0416 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0416 2023/07/20 17:07:52 - mmengine - INFO - Epoch(train) [9][8280/9365] lr: 2.7933e-01 eta: 1 day, 0:27:13 time: 0.5964 data_time: 0.1164 memory: 16132 grad_norm: 1.0303 loss: 2.8941 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 2.8941 2023/07/20 17:08:04 - mmengine - INFO - Epoch(train) [9][8300/9365] lr: 2.7928e-01 eta: 1 day, 0:26:59 time: 0.6175 data_time: 0.1148 memory: 16132 grad_norm: 1.0252 loss: 3.1004 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1004 2023/07/20 17:08:17 - mmengine - INFO - Epoch(train) [9][8320/9365] lr: 2.7923e-01 eta: 1 day, 0:26:50 time: 0.6430 data_time: 0.1297 memory: 16132 grad_norm: 1.0257 loss: 2.8427 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.8427 2023/07/20 17:08:29 - mmengine - INFO - Epoch(train) [9][8340/9365] lr: 2.7918e-01 eta: 1 day, 0:26:39 time: 0.6267 data_time: 0.1159 memory: 16132 grad_norm: 1.0600 loss: 3.0374 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 3.0374 2023/07/20 17:08:42 - mmengine - INFO - Epoch(train) [9][8360/9365] lr: 2.7913e-01 eta: 1 day, 0:26:27 time: 0.6271 data_time: 0.1127 memory: 16132 grad_norm: 1.0283 loss: 2.8466 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.8466 2023/07/20 17:08:54 - mmengine - INFO - Epoch(train) [9][8380/9365] lr: 2.7908e-01 eta: 1 day, 0:26:13 time: 0.6112 data_time: 0.1236 memory: 16132 grad_norm: 1.0566 loss: 3.1038 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.1038 2023/07/20 17:09:06 - mmengine - INFO - Epoch(train) [9][8400/9365] lr: 2.7902e-01 eta: 1 day, 0:25:58 time: 0.6038 data_time: 0.1002 memory: 16132 grad_norm: 1.0334 loss: 2.9663 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9663 2023/07/20 17:09:18 - mmengine - INFO - Epoch(train) [9][8420/9365] lr: 2.7897e-01 eta: 1 day, 0:25:41 time: 0.5938 data_time: 0.0992 memory: 16132 grad_norm: 1.0089 loss: 3.1961 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.1961 2023/07/20 17:09:30 - mmengine - INFO - Epoch(train) [9][8440/9365] lr: 2.7892e-01 eta: 1 day, 0:25:27 time: 0.6138 data_time: 0.0898 memory: 16132 grad_norm: 1.0244 loss: 2.7908 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.7908 2023/07/20 17:09:43 - mmengine - INFO - Epoch(train) [9][8460/9365] lr: 2.7887e-01 eta: 1 day, 0:25:14 time: 0.6173 data_time: 0.1078 memory: 16132 grad_norm: 1.0203 loss: 2.9185 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 2.9185 2023/07/20 17:09:55 - mmengine - INFO - Epoch(train) [9][8480/9365] lr: 2.7882e-01 eta: 1 day, 0:25:02 time: 0.6272 data_time: 0.0914 memory: 16132 grad_norm: 1.0496 loss: 3.1420 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.1420 2023/07/20 17:10:08 - mmengine - INFO - Epoch(train) [9][8500/9365] lr: 2.7877e-01 eta: 1 day, 0:24:52 time: 0.6330 data_time: 0.1141 memory: 16132 grad_norm: 1.0289 loss: 2.9230 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9230 2023/07/20 17:10:20 - mmengine - INFO - Epoch(train) [9][8520/9365] lr: 2.7872e-01 eta: 1 day, 0:24:38 time: 0.6159 data_time: 0.1458 memory: 16132 grad_norm: 1.0279 loss: 3.0265 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0265 2023/07/20 17:10:33 - mmengine - INFO - Epoch(train) [9][8540/9365] lr: 2.7866e-01 eta: 1 day, 0:24:25 time: 0.6192 data_time: 0.1507 memory: 16132 grad_norm: 0.9973 loss: 2.9932 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9932 2023/07/20 17:10:45 - mmengine - INFO - Epoch(train) [9][8560/9365] lr: 2.7861e-01 eta: 1 day, 0:24:13 time: 0.6219 data_time: 0.1027 memory: 16132 grad_norm: 1.0092 loss: 2.8793 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8793 2023/07/20 17:10:58 - mmengine - INFO - Epoch(train) [9][8580/9365] lr: 2.7856e-01 eta: 1 day, 0:24:03 time: 0.6379 data_time: 0.1122 memory: 16132 grad_norm: 1.0296 loss: 3.0374 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0374 2023/07/20 17:11:10 - mmengine - INFO - Epoch(train) [9][8600/9365] lr: 2.7851e-01 eta: 1 day, 0:23:49 time: 0.6099 data_time: 0.1136 memory: 16132 grad_norm: 1.0231 loss: 2.9781 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9781 2023/07/20 17:11:23 - mmengine - INFO - Epoch(train) [9][8620/9365] lr: 2.7846e-01 eta: 1 day, 0:23:35 time: 0.6162 data_time: 0.1252 memory: 16132 grad_norm: 1.0028 loss: 2.9074 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.9074 2023/07/20 17:11:35 - mmengine - INFO - Epoch(train) [9][8640/9365] lr: 2.7841e-01 eta: 1 day, 0:23:19 time: 0.5944 data_time: 0.1040 memory: 16132 grad_norm: 1.0506 loss: 3.1141 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.1141 2023/07/20 17:11:47 - mmengine - INFO - Epoch(train) [9][8660/9365] lr: 2.7836e-01 eta: 1 day, 0:23:03 time: 0.6024 data_time: 0.1065 memory: 16132 grad_norm: 1.0272 loss: 3.1504 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1504 2023/07/20 17:11:59 - mmengine - INFO - Epoch(train) [9][8680/9365] lr: 2.7830e-01 eta: 1 day, 0:22:53 time: 0.6334 data_time: 0.0980 memory: 16132 grad_norm: 1.0144 loss: 2.8841 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.8841 2023/07/20 17:12:11 - mmengine - INFO - Epoch(train) [9][8700/9365] lr: 2.7825e-01 eta: 1 day, 0:22:37 time: 0.6006 data_time: 0.1110 memory: 16132 grad_norm: 1.0237 loss: 2.8836 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8836 2023/07/20 17:12:24 - mmengine - INFO - Epoch(train) [9][8720/9365] lr: 2.7820e-01 eta: 1 day, 0:22:23 time: 0.6099 data_time: 0.0991 memory: 16132 grad_norm: 1.0535 loss: 3.1004 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 3.1004 2023/07/20 17:12:36 - mmengine - INFO - Epoch(train) [9][8740/9365] lr: 2.7815e-01 eta: 1 day, 0:22:10 time: 0.6183 data_time: 0.1061 memory: 16132 grad_norm: 1.0258 loss: 2.8891 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.8891 2023/07/20 17:12:49 - mmengine - INFO - Epoch(train) [9][8760/9365] lr: 2.7810e-01 eta: 1 day, 0:21:59 time: 0.6336 data_time: 0.0940 memory: 16132 grad_norm: 1.0317 loss: 2.9853 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9853 2023/07/20 17:13:01 - mmengine - INFO - Epoch(train) [9][8780/9365] lr: 2.7805e-01 eta: 1 day, 0:21:45 time: 0.6132 data_time: 0.1037 memory: 16132 grad_norm: 1.0355 loss: 3.0704 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0704 2023/07/20 17:13:13 - mmengine - INFO - Epoch(train) [9][8800/9365] lr: 2.7800e-01 eta: 1 day, 0:21:30 time: 0.6010 data_time: 0.1134 memory: 16132 grad_norm: 1.0008 loss: 2.9486 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9486 2023/07/20 17:13:25 - mmengine - INFO - Epoch(train) [9][8820/9365] lr: 2.7794e-01 eta: 1 day, 0:21:16 time: 0.6157 data_time: 0.1126 memory: 16132 grad_norm: 1.0278 loss: 3.0316 top1_acc: 0.4062 top5_acc: 0.8125 loss_cls: 3.0316 2023/07/20 17:13:38 - mmengine - INFO - Epoch(train) [9][8840/9365] lr: 2.7789e-01 eta: 1 day, 0:21:05 time: 0.6308 data_time: 0.1025 memory: 16132 grad_norm: 1.0078 loss: 2.9751 top1_acc: 0.1875 top5_acc: 0.3438 loss_cls: 2.9751 2023/07/20 17:13:51 - mmengine - INFO - Epoch(train) [9][8860/9365] lr: 2.7784e-01 eta: 1 day, 0:20:55 time: 0.6390 data_time: 0.1422 memory: 16132 grad_norm: 1.0034 loss: 2.9761 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.9761 2023/07/20 17:14:03 - mmengine - INFO - Epoch(train) [9][8880/9365] lr: 2.7779e-01 eta: 1 day, 0:20:41 time: 0.6075 data_time: 0.1146 memory: 16132 grad_norm: 1.0435 loss: 2.9231 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9231 2023/07/20 17:14:15 - mmengine - INFO - Epoch(train) [9][8900/9365] lr: 2.7774e-01 eta: 1 day, 0:20:29 time: 0.6257 data_time: 0.0998 memory: 16132 grad_norm: 1.0315 loss: 2.8848 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.8848 2023/07/20 17:14:28 - mmengine - INFO - Epoch(train) [9][8920/9365] lr: 2.7769e-01 eta: 1 day, 0:20:15 time: 0.6128 data_time: 0.1095 memory: 16132 grad_norm: 1.0579 loss: 3.0940 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0940 2023/07/20 17:14:40 - mmengine - INFO - Epoch(train) [9][8940/9365] lr: 2.7764e-01 eta: 1 day, 0:20:04 time: 0.6280 data_time: 0.1062 memory: 16132 grad_norm: 1.0312 loss: 3.0222 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0222 2023/07/20 17:14:52 - mmengine - INFO - Epoch(train) [9][8960/9365] lr: 2.7758e-01 eta: 1 day, 0:19:49 time: 0.6095 data_time: 0.1307 memory: 16132 grad_norm: 1.0197 loss: 3.0111 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 3.0111 2023/07/20 17:15:05 - mmengine - INFO - Epoch(train) [9][8980/9365] lr: 2.7753e-01 eta: 1 day, 0:19:35 time: 0.6125 data_time: 0.1060 memory: 16132 grad_norm: 1.0394 loss: 3.0100 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0100 2023/07/20 17:15:17 - mmengine - INFO - Epoch(train) [9][9000/9365] lr: 2.7748e-01 eta: 1 day, 0:19:23 time: 0.6242 data_time: 0.1137 memory: 16132 grad_norm: 1.0047 loss: 3.0419 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0419 2023/07/20 17:15:29 - mmengine - INFO - Epoch(train) [9][9020/9365] lr: 2.7743e-01 eta: 1 day, 0:19:07 time: 0.5973 data_time: 0.1081 memory: 16132 grad_norm: 1.0200 loss: 2.9903 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.9903 2023/07/20 17:15:42 - mmengine - INFO - Epoch(train) [9][9040/9365] lr: 2.7738e-01 eta: 1 day, 0:18:55 time: 0.6197 data_time: 0.0994 memory: 16132 grad_norm: 1.0476 loss: 2.9935 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.9935 2023/07/20 17:15:54 - mmengine - INFO - Epoch(train) [9][9060/9365] lr: 2.7733e-01 eta: 1 day, 0:18:44 time: 0.6311 data_time: 0.1101 memory: 16132 grad_norm: 1.0557 loss: 3.0403 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 3.0403 2023/07/20 17:16:07 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 17:16:07 - mmengine - INFO - Epoch(train) [9][9080/9365] lr: 2.7727e-01 eta: 1 day, 0:18:31 time: 0.6215 data_time: 0.0913 memory: 16132 grad_norm: 1.0230 loss: 2.9840 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9840 2023/07/20 17:16:19 - mmengine - INFO - Epoch(train) [9][9100/9365] lr: 2.7722e-01 eta: 1 day, 0:18:16 time: 0.6074 data_time: 0.1033 memory: 16132 grad_norm: 1.0370 loss: 3.0743 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0743 2023/07/20 17:16:31 - mmengine - INFO - Epoch(train) [9][9120/9365] lr: 2.7717e-01 eta: 1 day, 0:18:03 time: 0.6138 data_time: 0.1048 memory: 16132 grad_norm: 1.0311 loss: 2.9806 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9806 2023/07/20 17:16:43 - mmengine - INFO - Epoch(train) [9][9140/9365] lr: 2.7712e-01 eta: 1 day, 0:17:49 time: 0.6126 data_time: 0.1074 memory: 16132 grad_norm: 1.0275 loss: 2.9364 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9364 2023/07/20 17:16:55 - mmengine - INFO - Epoch(train) [9][9160/9365] lr: 2.7707e-01 eta: 1 day, 0:17:33 time: 0.5990 data_time: 0.0934 memory: 16132 grad_norm: 0.9990 loss: 3.0312 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 3.0312 2023/07/20 17:17:08 - mmengine - INFO - Epoch(train) [9][9180/9365] lr: 2.7702e-01 eta: 1 day, 0:17:21 time: 0.6228 data_time: 0.1064 memory: 16132 grad_norm: 1.0222 loss: 2.9624 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9624 2023/07/20 17:17:20 - mmengine - INFO - Epoch(train) [9][9200/9365] lr: 2.7697e-01 eta: 1 day, 0:17:07 time: 0.6129 data_time: 0.1073 memory: 16132 grad_norm: 1.0125 loss: 3.1324 top1_acc: 0.1562 top5_acc: 0.6250 loss_cls: 3.1324 2023/07/20 17:17:32 - mmengine - INFO - Epoch(train) [9][9220/9365] lr: 2.7691e-01 eta: 1 day, 0:16:53 time: 0.6124 data_time: 0.1011 memory: 16132 grad_norm: 1.0224 loss: 2.9626 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9626 2023/07/20 17:17:45 - mmengine - INFO - Epoch(train) [9][9240/9365] lr: 2.7686e-01 eta: 1 day, 0:16:42 time: 0.6290 data_time: 0.1063 memory: 16132 grad_norm: 1.0386 loss: 2.9199 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9199 2023/07/20 17:17:57 - mmengine - INFO - Epoch(train) [9][9260/9365] lr: 2.7681e-01 eta: 1 day, 0:16:30 time: 0.6244 data_time: 0.1018 memory: 16132 grad_norm: 1.0270 loss: 3.0714 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0714 2023/07/20 17:18:10 - mmengine - INFO - Epoch(train) [9][9280/9365] lr: 2.7676e-01 eta: 1 day, 0:16:18 time: 0.6239 data_time: 0.1052 memory: 16132 grad_norm: 1.0234 loss: 3.1060 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1060 2023/07/20 17:18:23 - mmengine - INFO - Epoch(train) [9][9300/9365] lr: 2.7671e-01 eta: 1 day, 0:16:10 time: 0.6508 data_time: 0.1600 memory: 16132 grad_norm: 1.0129 loss: 2.8940 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.8940 2023/07/20 17:18:35 - mmengine - INFO - Epoch(train) [9][9320/9365] lr: 2.7666e-01 eta: 1 day, 0:15:52 time: 0.5864 data_time: 0.1076 memory: 16132 grad_norm: 1.0477 loss: 2.8526 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.8526 2023/07/20 17:18:47 - mmengine - INFO - Epoch(train) [9][9340/9365] lr: 2.7660e-01 eta: 1 day, 0:15:40 time: 0.6233 data_time: 0.1126 memory: 16132 grad_norm: 1.0156 loss: 3.1287 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 3.1287 2023/07/20 17:18:59 - mmengine - INFO - Epoch(train) [9][9360/9365] lr: 2.7655e-01 eta: 1 day, 0:15:19 time: 0.5673 data_time: 0.0952 memory: 16132 grad_norm: 1.0211 loss: 2.9397 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 2.9397 2023/07/20 17:19:01 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 17:19:01 - mmengine - INFO - Epoch(train) [9][9365/9365] lr: 2.7654e-01 eta: 1 day, 0:15:12 time: 0.5458 data_time: 0.0883 memory: 16132 grad_norm: 1.0339 loss: 2.8957 top1_acc: 0.5833 top5_acc: 0.7500 loss_cls: 2.8957 2023/07/20 17:19:01 - mmengine - INFO - Saving checkpoint at 9 epochs 2023/07/20 17:19:21 - mmengine - INFO - Epoch(val) [9][20/78] eta: 0:00:53 time: 0.9205 data_time: 0.5425 memory: 3721 2023/07/20 17:19:33 - mmengine - INFO - Epoch(val) [9][40/78] eta: 0:00:28 time: 0.6037 data_time: 0.2306 memory: 3721 2023/07/20 17:19:44 - mmengine - INFO - Epoch(val) [9][60/78] eta: 0:00:12 time: 0.5605 data_time: 0.1790 memory: 3721 2023/07/20 17:19:53 - mmengine - INFO - Epoch(val) [9][78/78] acc/top1: 0.1017 acc/top5: 0.2274 acc/mean1: 0.1014 data_time: 0.2648 time: 0.6156 2023/07/20 17:20:15 - mmengine - INFO - Epoch(train) [10][ 20/9365] lr: 2.7649e-01 eta: 1 day, 0:16:13 time: 1.1081 data_time: 0.3990 memory: 16132 grad_norm: 1.0167 loss: 2.9921 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 2.9921 2023/07/20 17:20:28 - mmengine - INFO - Epoch(train) [10][ 40/9365] lr: 2.7644e-01 eta: 1 day, 0:15:59 time: 0.6130 data_time: 0.1244 memory: 16132 grad_norm: 1.0357 loss: 2.8261 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8261 2023/07/20 17:20:40 - mmengine - INFO - Epoch(train) [10][ 60/9365] lr: 2.7638e-01 eta: 1 day, 0:15:43 time: 0.5983 data_time: 0.1080 memory: 16132 grad_norm: 1.0351 loss: 3.1018 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.1018 2023/07/20 17:20:53 - mmengine - INFO - Epoch(train) [10][ 80/9365] lr: 2.7633e-01 eta: 1 day, 0:15:33 time: 0.6408 data_time: 0.1258 memory: 16132 grad_norm: 1.0442 loss: 2.8991 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8991 2023/07/20 17:21:05 - mmengine - INFO - Epoch(train) [10][ 100/9365] lr: 2.7628e-01 eta: 1 day, 0:15:19 time: 0.6120 data_time: 0.1096 memory: 16132 grad_norm: 1.0416 loss: 3.0731 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.0731 2023/07/20 17:21:17 - mmengine - INFO - Epoch(train) [10][ 120/9365] lr: 2.7623e-01 eta: 1 day, 0:15:03 time: 0.5987 data_time: 0.0974 memory: 16132 grad_norm: 1.0505 loss: 2.9364 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9364 2023/07/20 17:21:29 - mmengine - INFO - Epoch(train) [10][ 140/9365] lr: 2.7618e-01 eta: 1 day, 0:14:48 time: 0.6047 data_time: 0.1187 memory: 16132 grad_norm: 1.0288 loss: 2.8401 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8401 2023/07/20 17:21:41 - mmengine - INFO - Epoch(train) [10][ 160/9365] lr: 2.7613e-01 eta: 1 day, 0:14:35 time: 0.6153 data_time: 0.1051 memory: 16132 grad_norm: 1.0301 loss: 3.1136 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.1136 2023/07/20 17:21:54 - mmengine - INFO - Epoch(train) [10][ 180/9365] lr: 2.7607e-01 eta: 1 day, 0:14:23 time: 0.6259 data_time: 0.0996 memory: 16132 grad_norm: 1.0252 loss: 2.9535 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.9535 2023/07/20 17:22:06 - mmengine - INFO - Epoch(train) [10][ 200/9365] lr: 2.7602e-01 eta: 1 day, 0:14:07 time: 0.5979 data_time: 0.1119 memory: 16132 grad_norm: 1.0584 loss: 3.0197 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0197 2023/07/20 17:22:19 - mmengine - INFO - Epoch(train) [10][ 220/9365] lr: 2.7597e-01 eta: 1 day, 0:13:58 time: 0.6466 data_time: 0.0975 memory: 16132 grad_norm: 1.0454 loss: 2.9169 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.9169 2023/07/20 17:22:31 - mmengine - INFO - Epoch(train) [10][ 240/9365] lr: 2.7592e-01 eta: 1 day, 0:13:45 time: 0.6182 data_time: 0.1125 memory: 16132 grad_norm: 1.0457 loss: 2.9685 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.9685 2023/07/20 17:22:44 - mmengine - INFO - Epoch(train) [10][ 260/9365] lr: 2.7587e-01 eta: 1 day, 0:13:36 time: 0.6398 data_time: 0.1230 memory: 16132 grad_norm: 1.0401 loss: 3.0043 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 3.0043 2023/07/20 17:22:56 - mmengine - INFO - Epoch(train) [10][ 280/9365] lr: 2.7582e-01 eta: 1 day, 0:13:24 time: 0.6292 data_time: 0.1134 memory: 16132 grad_norm: 1.0129 loss: 2.9198 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9198 2023/07/20 17:23:08 - mmengine - INFO - Epoch(train) [10][ 300/9365] lr: 2.7576e-01 eta: 1 day, 0:13:08 time: 0.5965 data_time: 0.1138 memory: 16132 grad_norm: 1.0511 loss: 2.9167 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.9167 2023/07/20 17:23:21 - mmengine - INFO - Epoch(train) [10][ 320/9365] lr: 2.7571e-01 eta: 1 day, 0:12:55 time: 0.6191 data_time: 0.1028 memory: 16132 grad_norm: 1.0485 loss: 3.0219 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 3.0219 2023/07/20 17:23:33 - mmengine - INFO - Epoch(train) [10][ 340/9365] lr: 2.7566e-01 eta: 1 day, 0:12:41 time: 0.6108 data_time: 0.1178 memory: 16132 grad_norm: 1.0358 loss: 2.9203 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.9203 2023/07/20 17:23:45 - mmengine - INFO - Epoch(train) [10][ 360/9365] lr: 2.7561e-01 eta: 1 day, 0:12:29 time: 0.6217 data_time: 0.1014 memory: 16132 grad_norm: 1.0514 loss: 3.0150 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0150 2023/07/20 17:23:58 - mmengine - INFO - Epoch(train) [10][ 380/9365] lr: 2.7556e-01 eta: 1 day, 0:12:15 time: 0.6120 data_time: 0.1051 memory: 16132 grad_norm: 1.0180 loss: 2.8413 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8413 2023/07/20 17:24:10 - mmengine - INFO - Epoch(train) [10][ 400/9365] lr: 2.7550e-01 eta: 1 day, 0:12:03 time: 0.6296 data_time: 0.1285 memory: 16132 grad_norm: 1.0443 loss: 2.9459 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.9459 2023/07/20 17:24:23 - mmengine - INFO - Epoch(train) [10][ 420/9365] lr: 2.7545e-01 eta: 1 day, 0:11:53 time: 0.6397 data_time: 0.1393 memory: 16132 grad_norm: 1.0250 loss: 2.8155 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.8155 2023/07/20 17:24:35 - mmengine - INFO - Epoch(train) [10][ 440/9365] lr: 2.7540e-01 eta: 1 day, 0:11:39 time: 0.6098 data_time: 0.1132 memory: 16132 grad_norm: 1.0662 loss: 2.9631 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9631 2023/07/20 17:24:48 - mmengine - INFO - Epoch(train) [10][ 460/9365] lr: 2.7535e-01 eta: 1 day, 0:11:27 time: 0.6244 data_time: 0.1042 memory: 16132 grad_norm: 1.0211 loss: 3.0960 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0960 2023/07/20 17:25:00 - mmengine - INFO - Epoch(train) [10][ 480/9365] lr: 2.7530e-01 eta: 1 day, 0:11:16 time: 0.6287 data_time: 0.1118 memory: 16132 grad_norm: 1.0332 loss: 3.0827 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0827 2023/07/20 17:25:13 - mmengine - INFO - Epoch(train) [10][ 500/9365] lr: 2.7525e-01 eta: 1 day, 0:11:03 time: 0.6203 data_time: 0.1413 memory: 16132 grad_norm: 1.0374 loss: 2.9392 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9392 2023/07/20 17:25:25 - mmengine - INFO - Epoch(train) [10][ 520/9365] lr: 2.7519e-01 eta: 1 day, 0:10:46 time: 0.5934 data_time: 0.1012 memory: 16132 grad_norm: 1.0435 loss: 2.9405 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9405 2023/07/20 17:25:37 - mmengine - INFO - Epoch(train) [10][ 540/9365] lr: 2.7514e-01 eta: 1 day, 0:10:33 time: 0.6150 data_time: 0.1021 memory: 16132 grad_norm: 1.0373 loss: 2.9862 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9862 2023/07/20 17:25:50 - mmengine - INFO - Epoch(train) [10][ 560/9365] lr: 2.7509e-01 eta: 1 day, 0:10:22 time: 0.6346 data_time: 0.1020 memory: 16132 grad_norm: 1.0286 loss: 3.0750 top1_acc: 0.2188 top5_acc: 0.3438 loss_cls: 3.0750 2023/07/20 17:26:02 - mmengine - INFO - Epoch(train) [10][ 580/9365] lr: 2.7504e-01 eta: 1 day, 0:10:10 time: 0.6253 data_time: 0.1112 memory: 16132 grad_norm: 1.0361 loss: 2.8802 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8802 2023/07/20 17:26:15 - mmengine - INFO - Epoch(train) [10][ 600/9365] lr: 2.7499e-01 eta: 1 day, 0:09:58 time: 0.6244 data_time: 0.0994 memory: 16132 grad_norm: 1.0426 loss: 3.1220 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.1220 2023/07/20 17:26:27 - mmengine - INFO - Epoch(train) [10][ 620/9365] lr: 2.7494e-01 eta: 1 day, 0:09:44 time: 0.6105 data_time: 0.1056 memory: 16132 grad_norm: 1.0442 loss: 3.0118 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.0118 2023/07/20 17:26:40 - mmengine - INFO - Epoch(train) [10][ 640/9365] lr: 2.7488e-01 eta: 1 day, 0:09:35 time: 0.6476 data_time: 0.1222 memory: 16132 grad_norm: 1.0280 loss: 2.8858 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8858 2023/07/20 17:26:52 - mmengine - INFO - Epoch(train) [10][ 660/9365] lr: 2.7483e-01 eta: 1 day, 0:09:21 time: 0.6090 data_time: 0.1112 memory: 16132 grad_norm: 1.0359 loss: 2.9423 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.9423 2023/07/20 17:27:04 - mmengine - INFO - Epoch(train) [10][ 680/9365] lr: 2.7478e-01 eta: 1 day, 0:09:08 time: 0.6143 data_time: 0.1046 memory: 16132 grad_norm: 1.0295 loss: 3.1899 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.1899 2023/07/20 17:27:16 - mmengine - INFO - Epoch(train) [10][ 700/9365] lr: 2.7473e-01 eta: 1 day, 0:08:51 time: 0.5943 data_time: 0.1141 memory: 16132 grad_norm: 1.0396 loss: 3.0318 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0318 2023/07/20 17:27:27 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 17:27:30 - mmengine - INFO - Epoch(train) [10][ 720/9365] lr: 2.7468e-01 eta: 1 day, 0:08:44 time: 0.6592 data_time: 0.1138 memory: 16132 grad_norm: 1.0259 loss: 2.9815 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.9815 2023/07/20 17:27:42 - mmengine - INFO - Epoch(train) [10][ 740/9365] lr: 2.7462e-01 eta: 1 day, 0:08:29 time: 0.6040 data_time: 0.1192 memory: 16132 grad_norm: 1.0306 loss: 2.8468 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8468 2023/07/20 17:27:54 - mmengine - INFO - Epoch(train) [10][ 760/9365] lr: 2.7457e-01 eta: 1 day, 0:08:15 time: 0.6108 data_time: 0.0930 memory: 16132 grad_norm: 1.0359 loss: 2.8600 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.8600 2023/07/20 17:28:06 - mmengine - INFO - Epoch(train) [10][ 780/9365] lr: 2.7452e-01 eta: 1 day, 0:07:58 time: 0.5887 data_time: 0.0881 memory: 16132 grad_norm: 1.0497 loss: 3.0182 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0182 2023/07/20 17:28:19 - mmengine - INFO - Epoch(train) [10][ 800/9365] lr: 2.7447e-01 eta: 1 day, 0:07:52 time: 0.6712 data_time: 0.1223 memory: 16132 grad_norm: 1.0122 loss: 2.9692 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9692 2023/07/20 17:28:32 - mmengine - INFO - Epoch(train) [10][ 820/9365] lr: 2.7442e-01 eta: 1 day, 0:07:40 time: 0.6211 data_time: 0.1112 memory: 16132 grad_norm: 1.0588 loss: 3.0313 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.0313 2023/07/20 17:28:44 - mmengine - INFO - Epoch(train) [10][ 840/9365] lr: 2.7436e-01 eta: 1 day, 0:07:29 time: 0.6321 data_time: 0.1449 memory: 16132 grad_norm: 1.0100 loss: 2.9165 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.9165 2023/07/20 17:28:57 - mmengine - INFO - Epoch(train) [10][ 860/9365] lr: 2.7431e-01 eta: 1 day, 0:07:18 time: 0.6321 data_time: 0.1447 memory: 16132 grad_norm: 1.0338 loss: 3.0208 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0208 2023/07/20 17:29:09 - mmengine - INFO - Epoch(train) [10][ 880/9365] lr: 2.7426e-01 eta: 1 day, 0:07:02 time: 0.6004 data_time: 0.1216 memory: 16132 grad_norm: 1.0390 loss: 2.8707 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.8707 2023/07/20 17:29:21 - mmengine - INFO - Epoch(train) [10][ 900/9365] lr: 2.7421e-01 eta: 1 day, 0:06:51 time: 0.6278 data_time: 0.0942 memory: 16132 grad_norm: 1.0307 loss: 2.9399 top1_acc: 0.3750 top5_acc: 0.4688 loss_cls: 2.9399 2023/07/20 17:29:34 - mmengine - INFO - Epoch(train) [10][ 920/9365] lr: 2.7416e-01 eta: 1 day, 0:06:39 time: 0.6269 data_time: 0.1055 memory: 16132 grad_norm: 1.0363 loss: 3.0345 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.0345 2023/07/20 17:29:46 - mmengine - INFO - Epoch(train) [10][ 940/9365] lr: 2.7410e-01 eta: 1 day, 0:06:24 time: 0.6030 data_time: 0.1087 memory: 16132 grad_norm: 1.0386 loss: 2.9580 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 2.9580 2023/07/20 17:29:58 - mmengine - INFO - Epoch(train) [10][ 960/9365] lr: 2.7405e-01 eta: 1 day, 0:06:11 time: 0.6167 data_time: 0.1087 memory: 16132 grad_norm: 1.0320 loss: 3.0226 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0226 2023/07/20 17:30:11 - mmengine - INFO - Epoch(train) [10][ 980/9365] lr: 2.7400e-01 eta: 1 day, 0:05:58 time: 0.6216 data_time: 0.1059 memory: 16132 grad_norm: 1.0419 loss: 2.9686 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9686 2023/07/20 17:30:23 - mmengine - INFO - Epoch(train) [10][1000/9365] lr: 2.7395e-01 eta: 1 day, 0:05:45 time: 0.6159 data_time: 0.1144 memory: 16132 grad_norm: 1.0472 loss: 2.8909 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.8909 2023/07/20 17:30:36 - mmengine - INFO - Epoch(train) [10][1020/9365] lr: 2.7390e-01 eta: 1 day, 0:05:31 time: 0.6135 data_time: 0.1051 memory: 16132 grad_norm: 1.0202 loss: 3.1054 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.1054 2023/07/20 17:30:48 - mmengine - INFO - Epoch(train) [10][1040/9365] lr: 2.7385e-01 eta: 1 day, 0:05:17 time: 0.6098 data_time: 0.1116 memory: 16132 grad_norm: 1.0278 loss: 3.0716 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0716 2023/07/20 17:31:00 - mmengine - INFO - Epoch(train) [10][1060/9365] lr: 2.7379e-01 eta: 1 day, 0:05:03 time: 0.6103 data_time: 0.1056 memory: 16132 grad_norm: 1.0749 loss: 2.9685 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.9685 2023/07/20 17:31:12 - mmengine - INFO - Epoch(train) [10][1080/9365] lr: 2.7374e-01 eta: 1 day, 0:04:49 time: 0.6132 data_time: 0.1144 memory: 16132 grad_norm: 1.0327 loss: 2.8818 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.8818 2023/07/20 17:31:25 - mmengine - INFO - Epoch(train) [10][1100/9365] lr: 2.7369e-01 eta: 1 day, 0:04:38 time: 0.6325 data_time: 0.1051 memory: 16132 grad_norm: 1.0654 loss: 2.9812 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9812 2023/07/20 17:31:38 - mmengine - INFO - Epoch(train) [10][1120/9365] lr: 2.7364e-01 eta: 1 day, 0:04:28 time: 0.6357 data_time: 0.1178 memory: 16132 grad_norm: 1.0069 loss: 3.1205 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.1205 2023/07/20 17:31:50 - mmengine - INFO - Epoch(train) [10][1140/9365] lr: 2.7359e-01 eta: 1 day, 0:04:14 time: 0.6122 data_time: 0.1024 memory: 16132 grad_norm: 1.0369 loss: 2.9924 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 2.9924 2023/07/20 17:32:02 - mmengine - INFO - Epoch(train) [10][1160/9365] lr: 2.7353e-01 eta: 1 day, 0:03:59 time: 0.6059 data_time: 0.1085 memory: 16132 grad_norm: 1.0374 loss: 2.8904 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.8904 2023/07/20 17:32:14 - mmengine - INFO - Epoch(train) [10][1180/9365] lr: 2.7348e-01 eta: 1 day, 0:03:46 time: 0.6113 data_time: 0.1197 memory: 16132 grad_norm: 1.0171 loss: 3.0745 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0745 2023/07/20 17:32:27 - mmengine - INFO - Epoch(train) [10][1200/9365] lr: 2.7343e-01 eta: 1 day, 0:03:32 time: 0.6165 data_time: 0.1006 memory: 16132 grad_norm: 1.0364 loss: 2.8484 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8484 2023/07/20 17:32:39 - mmengine - INFO - Epoch(train) [10][1220/9365] lr: 2.7338e-01 eta: 1 day, 0:03:21 time: 0.6326 data_time: 0.1089 memory: 16132 grad_norm: 1.0591 loss: 2.8886 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8886 2023/07/20 17:32:52 - mmengine - INFO - Epoch(train) [10][1240/9365] lr: 2.7333e-01 eta: 1 day, 0:03:10 time: 0.6301 data_time: 0.1326 memory: 16132 grad_norm: 1.0559 loss: 2.8981 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.8981 2023/07/20 17:33:04 - mmengine - INFO - Epoch(train) [10][1260/9365] lr: 2.7327e-01 eta: 1 day, 0:02:58 time: 0.6274 data_time: 0.1028 memory: 16132 grad_norm: 1.0319 loss: 3.0664 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.0664 2023/07/20 17:33:17 - mmengine - INFO - Epoch(train) [10][1280/9365] lr: 2.7322e-01 eta: 1 day, 0:02:44 time: 0.6046 data_time: 0.1114 memory: 16132 grad_norm: 1.0419 loss: 2.8808 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8808 2023/07/20 17:33:29 - mmengine - INFO - Epoch(train) [10][1300/9365] lr: 2.7317e-01 eta: 1 day, 0:02:28 time: 0.6000 data_time: 0.1024 memory: 16132 grad_norm: 1.0406 loss: 3.0011 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 3.0011 2023/07/20 17:33:42 - mmengine - INFO - Epoch(train) [10][1320/9365] lr: 2.7312e-01 eta: 1 day, 0:02:21 time: 0.6605 data_time: 0.1542 memory: 16132 grad_norm: 1.0246 loss: 3.0263 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0263 2023/07/20 17:33:54 - mmengine - INFO - Epoch(train) [10][1340/9365] lr: 2.7307e-01 eta: 1 day, 0:02:06 time: 0.6011 data_time: 0.1182 memory: 16132 grad_norm: 1.0365 loss: 2.9547 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.9547 2023/07/20 17:34:07 - mmengine - INFO - Epoch(train) [10][1360/9365] lr: 2.7301e-01 eta: 1 day, 0:01:56 time: 0.6415 data_time: 0.1052 memory: 16132 grad_norm: 1.0256 loss: 2.9729 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9729 2023/07/20 17:34:19 - mmengine - INFO - Epoch(train) [10][1380/9365] lr: 2.7296e-01 eta: 1 day, 0:01:42 time: 0.6132 data_time: 0.1125 memory: 16132 grad_norm: 1.0588 loss: 3.0283 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0283 2023/07/20 17:34:31 - mmengine - INFO - Epoch(train) [10][1400/9365] lr: 2.7291e-01 eta: 1 day, 0:01:29 time: 0.6152 data_time: 0.1027 memory: 16132 grad_norm: 1.0524 loss: 2.8636 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.8636 2023/07/20 17:34:44 - mmengine - INFO - Epoch(train) [10][1420/9365] lr: 2.7286e-01 eta: 1 day, 0:01:17 time: 0.6243 data_time: 0.1006 memory: 16132 grad_norm: 1.0255 loss: 3.0034 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0034 2023/07/20 17:34:56 - mmengine - INFO - Epoch(train) [10][1440/9365] lr: 2.7280e-01 eta: 1 day, 0:01:05 time: 0.6245 data_time: 0.1149 memory: 16132 grad_norm: 1.0558 loss: 2.9050 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9050 2023/07/20 17:35:09 - mmengine - INFO - Epoch(train) [10][1460/9365] lr: 2.7275e-01 eta: 1 day, 0:00:53 time: 0.6237 data_time: 0.1234 memory: 16132 grad_norm: 1.0456 loss: 2.9829 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9829 2023/07/20 17:35:22 - mmengine - INFO - Epoch(train) [10][1480/9365] lr: 2.7270e-01 eta: 1 day, 0:00:44 time: 0.6524 data_time: 0.1028 memory: 16132 grad_norm: 1.0180 loss: 2.8487 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8487 2023/07/20 17:35:34 - mmengine - INFO - Epoch(train) [10][1500/9365] lr: 2.7265e-01 eta: 1 day, 0:00:31 time: 0.6118 data_time: 0.1191 memory: 16132 grad_norm: 1.0326 loss: 2.8686 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8686 2023/07/20 17:35:47 - mmengine - INFO - Epoch(train) [10][1520/9365] lr: 2.7260e-01 eta: 1 day, 0:00:22 time: 0.6535 data_time: 0.1018 memory: 16132 grad_norm: 1.0218 loss: 3.0600 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0600 2023/07/20 17:35:59 - mmengine - INFO - Epoch(train) [10][1540/9365] lr: 2.7254e-01 eta: 1 day, 0:00:07 time: 0.6013 data_time: 0.0976 memory: 16132 grad_norm: 1.0541 loss: 2.9036 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9036 2023/07/20 17:36:12 - mmengine - INFO - Epoch(train) [10][1560/9365] lr: 2.7249e-01 eta: 23:59:56 time: 0.6342 data_time: 0.1102 memory: 16132 grad_norm: 1.0265 loss: 3.1256 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.1256 2023/07/20 17:36:24 - mmengine - INFO - Epoch(train) [10][1580/9365] lr: 2.7244e-01 eta: 23:59:43 time: 0.6144 data_time: 0.1209 memory: 16132 grad_norm: 1.0294 loss: 2.9796 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9796 2023/07/20 17:36:36 - mmengine - INFO - Epoch(train) [10][1600/9365] lr: 2.7239e-01 eta: 23:59:28 time: 0.6038 data_time: 0.1207 memory: 16132 grad_norm: 1.0500 loss: 2.9837 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.9837 2023/07/20 17:36:50 - mmengine - INFO - Epoch(train) [10][1620/9365] lr: 2.7234e-01 eta: 23:59:20 time: 0.6569 data_time: 0.1190 memory: 16132 grad_norm: 1.0285 loss: 3.0531 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 3.0531 2023/07/20 17:37:02 - mmengine - INFO - Epoch(train) [10][1640/9365] lr: 2.7228e-01 eta: 23:59:07 time: 0.6143 data_time: 0.1081 memory: 16132 grad_norm: 1.0125 loss: 2.9762 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9762 2023/07/20 17:37:15 - mmengine - INFO - Epoch(train) [10][1660/9365] lr: 2.7223e-01 eta: 23:58:56 time: 0.6351 data_time: 0.1338 memory: 16132 grad_norm: 1.0056 loss: 2.9694 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.9694 2023/07/20 17:37:26 - mmengine - INFO - Epoch(train) [10][1680/9365] lr: 2.7218e-01 eta: 23:58:40 time: 0.5928 data_time: 0.1086 memory: 16132 grad_norm: 1.0506 loss: 2.8738 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8738 2023/07/20 17:37:39 - mmengine - INFO - Epoch(train) [10][1700/9365] lr: 2.7213e-01 eta: 23:58:28 time: 0.6235 data_time: 0.1131 memory: 16132 grad_norm: 1.0300 loss: 2.9015 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9015 2023/07/20 17:37:48 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 17:37:51 - mmengine - INFO - Epoch(train) [10][1720/9365] lr: 2.7208e-01 eta: 23:58:15 time: 0.6223 data_time: 0.1070 memory: 16132 grad_norm: 1.0563 loss: 2.8700 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8700 2023/07/20 17:38:04 - mmengine - INFO - Epoch(train) [10][1740/9365] lr: 2.7202e-01 eta: 23:58:01 time: 0.6108 data_time: 0.1055 memory: 16132 grad_norm: 1.0413 loss: 2.9487 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9487 2023/07/20 17:38:16 - mmengine - INFO - Epoch(train) [10][1760/9365] lr: 2.7197e-01 eta: 23:57:47 time: 0.6105 data_time: 0.1008 memory: 16132 grad_norm: 1.0310 loss: 3.0101 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0101 2023/07/20 17:38:28 - mmengine - INFO - Epoch(train) [10][1780/9365] lr: 2.7192e-01 eta: 23:57:34 time: 0.6164 data_time: 0.1209 memory: 16132 grad_norm: 1.0359 loss: 3.0706 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0706 2023/07/20 17:38:41 - mmengine - INFO - Epoch(train) [10][1800/9365] lr: 2.7187e-01 eta: 23:57:21 time: 0.6186 data_time: 0.1057 memory: 16132 grad_norm: 1.0355 loss: 3.0037 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0037 2023/07/20 17:38:53 - mmengine - INFO - Epoch(train) [10][1820/9365] lr: 2.7181e-01 eta: 23:57:10 time: 0.6322 data_time: 0.1145 memory: 16132 grad_norm: 1.0437 loss: 3.0584 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.0584 2023/07/20 17:39:05 - mmengine - INFO - Epoch(train) [10][1840/9365] lr: 2.7176e-01 eta: 23:56:55 time: 0.6031 data_time: 0.1069 memory: 16132 grad_norm: 1.0255 loss: 2.9035 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.9035 2023/07/20 17:39:18 - mmengine - INFO - Epoch(train) [10][1860/9365] lr: 2.7171e-01 eta: 23:56:43 time: 0.6204 data_time: 0.1178 memory: 16132 grad_norm: 1.0416 loss: 2.9232 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9232 2023/07/20 17:39:29 - mmengine - INFO - Epoch(train) [10][1880/9365] lr: 2.7166e-01 eta: 23:56:26 time: 0.5877 data_time: 0.1130 memory: 16132 grad_norm: 1.0374 loss: 2.8832 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.8832 2023/07/20 17:39:42 - mmengine - INFO - Epoch(train) [10][1900/9365] lr: 2.7161e-01 eta: 23:56:13 time: 0.6235 data_time: 0.0979 memory: 16132 grad_norm: 1.0657 loss: 2.9115 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.9115 2023/07/20 17:39:54 - mmengine - INFO - Epoch(train) [10][1920/9365] lr: 2.7155e-01 eta: 23:55:59 time: 0.6092 data_time: 0.0982 memory: 16132 grad_norm: 1.0360 loss: 2.9522 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9522 2023/07/20 17:40:07 - mmengine - INFO - Epoch(train) [10][1940/9365] lr: 2.7150e-01 eta: 23:55:46 time: 0.6171 data_time: 0.1031 memory: 16132 grad_norm: 1.0658 loss: 3.0108 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0108 2023/07/20 17:40:19 - mmengine - INFO - Epoch(train) [10][1960/9365] lr: 2.7145e-01 eta: 23:55:34 time: 0.6227 data_time: 0.1095 memory: 16132 grad_norm: 1.0319 loss: 2.9299 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9299 2023/07/20 17:40:31 - mmengine - INFO - Epoch(train) [10][1980/9365] lr: 2.7140e-01 eta: 23:55:21 time: 0.6216 data_time: 0.1149 memory: 16132 grad_norm: 1.0454 loss: 3.0508 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0508 2023/07/20 17:40:44 - mmengine - INFO - Epoch(train) [10][2000/9365] lr: 2.7134e-01 eta: 23:55:09 time: 0.6256 data_time: 0.1083 memory: 16132 grad_norm: 1.0537 loss: 2.8986 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8986 2023/07/20 17:40:56 - mmengine - INFO - Epoch(train) [10][2020/9365] lr: 2.7129e-01 eta: 23:54:53 time: 0.5954 data_time: 0.1122 memory: 16132 grad_norm: 1.0424 loss: 2.8513 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.8513 2023/07/20 17:41:09 - mmengine - INFO - Epoch(train) [10][2040/9365] lr: 2.7124e-01 eta: 23:54:44 time: 0.6464 data_time: 0.1106 memory: 16132 grad_norm: 1.0396 loss: 2.9870 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.9870 2023/07/20 17:41:21 - mmengine - INFO - Epoch(train) [10][2060/9365] lr: 2.7119e-01 eta: 23:54:31 time: 0.6163 data_time: 0.1211 memory: 16132 grad_norm: 1.0525 loss: 3.0540 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.0540 2023/07/20 17:41:33 - mmengine - INFO - Epoch(train) [10][2080/9365] lr: 2.7114e-01 eta: 23:54:18 time: 0.6147 data_time: 0.1126 memory: 16132 grad_norm: 1.0143 loss: 2.8691 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8691 2023/07/20 17:41:46 - mmengine - INFO - Epoch(train) [10][2100/9365] lr: 2.7108e-01 eta: 23:54:06 time: 0.6287 data_time: 0.1010 memory: 16132 grad_norm: 1.0388 loss: 2.8916 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8916 2023/07/20 17:41:58 - mmengine - INFO - Epoch(train) [10][2120/9365] lr: 2.7103e-01 eta: 23:53:52 time: 0.6087 data_time: 0.1040 memory: 16132 grad_norm: 1.0426 loss: 2.9055 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9055 2023/07/20 17:42:10 - mmengine - INFO - Epoch(train) [10][2140/9365] lr: 2.7098e-01 eta: 23:53:37 time: 0.6052 data_time: 0.1290 memory: 16132 grad_norm: 1.0401 loss: 2.9100 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.9100 2023/07/20 17:42:23 - mmengine - INFO - Epoch(train) [10][2160/9365] lr: 2.7093e-01 eta: 23:53:28 time: 0.6452 data_time: 0.1305 memory: 16132 grad_norm: 1.0460 loss: 3.1103 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.1103 2023/07/20 17:42:35 - mmengine - INFO - Epoch(train) [10][2180/9365] lr: 2.7087e-01 eta: 23:53:14 time: 0.6070 data_time: 0.1099 memory: 16132 grad_norm: 1.0351 loss: 2.9581 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9581 2023/07/20 17:42:48 - mmengine - INFO - Epoch(train) [10][2200/9365] lr: 2.7082e-01 eta: 23:53:03 time: 0.6351 data_time: 0.1018 memory: 16132 grad_norm: 1.0632 loss: 3.0729 top1_acc: 0.2188 top5_acc: 0.3125 loss_cls: 3.0729 2023/07/20 17:43:01 - mmengine - INFO - Epoch(train) [10][2220/9365] lr: 2.7077e-01 eta: 23:52:55 time: 0.6569 data_time: 0.1145 memory: 16132 grad_norm: 1.0445 loss: 2.8363 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8363 2023/07/20 17:43:14 - mmengine - INFO - Epoch(train) [10][2240/9365] lr: 2.7072e-01 eta: 23:52:41 time: 0.6123 data_time: 0.1138 memory: 16132 grad_norm: 1.0500 loss: 2.9813 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9813 2023/07/20 17:43:26 - mmengine - INFO - Epoch(train) [10][2260/9365] lr: 2.7067e-01 eta: 23:52:29 time: 0.6205 data_time: 0.1130 memory: 16132 grad_norm: 1.0337 loss: 2.9259 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.9259 2023/07/20 17:43:39 - mmengine - INFO - Epoch(train) [10][2280/9365] lr: 2.7061e-01 eta: 23:52:17 time: 0.6261 data_time: 0.1088 memory: 16132 grad_norm: 1.0336 loss: 2.8945 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8945 2023/07/20 17:43:52 - mmengine - INFO - Epoch(train) [10][2300/9365] lr: 2.7056e-01 eta: 23:52:09 time: 0.6576 data_time: 0.1081 memory: 16132 grad_norm: 1.0342 loss: 2.8373 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8373 2023/07/20 17:44:04 - mmengine - INFO - Epoch(train) [10][2320/9365] lr: 2.7051e-01 eta: 23:51:54 time: 0.6012 data_time: 0.1187 memory: 16132 grad_norm: 1.0420 loss: 2.8883 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.8883 2023/07/20 17:44:16 - mmengine - INFO - Epoch(train) [10][2340/9365] lr: 2.7046e-01 eta: 23:51:43 time: 0.6334 data_time: 0.1350 memory: 16132 grad_norm: 1.0564 loss: 3.0534 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0534 2023/07/20 17:44:29 - mmengine - INFO - Epoch(train) [10][2360/9365] lr: 2.7040e-01 eta: 23:51:30 time: 0.6157 data_time: 0.1104 memory: 16132 grad_norm: 1.0447 loss: 3.1050 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.1050 2023/07/20 17:44:41 - mmengine - INFO - Epoch(train) [10][2380/9365] lr: 2.7035e-01 eta: 23:51:17 time: 0.6156 data_time: 0.1165 memory: 16132 grad_norm: 1.0383 loss: 2.9150 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.9150 2023/07/20 17:44:54 - mmengine - INFO - Epoch(train) [10][2400/9365] lr: 2.7030e-01 eta: 23:51:05 time: 0.6296 data_time: 0.1497 memory: 16132 grad_norm: 1.0566 loss: 3.0688 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0688 2023/07/20 17:45:07 - mmengine - INFO - Epoch(train) [10][2420/9365] lr: 2.7025e-01 eta: 23:50:55 time: 0.6413 data_time: 0.1055 memory: 16132 grad_norm: 1.0593 loss: 2.9480 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.9480 2023/07/20 17:45:19 - mmengine - INFO - Epoch(train) [10][2440/9365] lr: 2.7019e-01 eta: 23:50:44 time: 0.6312 data_time: 0.1138 memory: 16132 grad_norm: 1.0421 loss: 3.0239 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0239 2023/07/20 17:45:32 - mmengine - INFO - Epoch(train) [10][2460/9365] lr: 2.7014e-01 eta: 23:50:31 time: 0.6169 data_time: 0.1056 memory: 16132 grad_norm: 1.0251 loss: 2.8704 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.8704 2023/07/20 17:45:44 - mmengine - INFO - Epoch(train) [10][2480/9365] lr: 2.7009e-01 eta: 23:50:17 time: 0.6069 data_time: 0.1084 memory: 16132 grad_norm: 1.0384 loss: 3.0591 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0591 2023/07/20 17:45:56 - mmengine - INFO - Epoch(train) [10][2500/9365] lr: 2.7004e-01 eta: 23:50:06 time: 0.6375 data_time: 0.1217 memory: 16132 grad_norm: 1.0668 loss: 2.9701 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9701 2023/07/20 17:46:09 - mmengine - INFO - Epoch(train) [10][2520/9365] lr: 2.6998e-01 eta: 23:49:56 time: 0.6359 data_time: 0.1094 memory: 16132 grad_norm: 1.0503 loss: 2.9233 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9233 2023/07/20 17:46:22 - mmengine - INFO - Epoch(train) [10][2540/9365] lr: 2.6993e-01 eta: 23:49:43 time: 0.6219 data_time: 0.1140 memory: 16132 grad_norm: 1.0495 loss: 3.0365 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0365 2023/07/20 17:46:34 - mmengine - INFO - Epoch(train) [10][2560/9365] lr: 2.6988e-01 eta: 23:49:29 time: 0.6076 data_time: 0.1093 memory: 16132 grad_norm: 1.0605 loss: 3.0833 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0833 2023/07/20 17:46:46 - mmengine - INFO - Epoch(train) [10][2580/9365] lr: 2.6983e-01 eta: 23:49:16 time: 0.6197 data_time: 0.1034 memory: 16132 grad_norm: 1.0244 loss: 2.7679 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.7679 2023/07/20 17:46:59 - mmengine - INFO - Epoch(train) [10][2600/9365] lr: 2.6978e-01 eta: 23:49:05 time: 0.6358 data_time: 0.1006 memory: 16132 grad_norm: 1.0574 loss: 3.0027 top1_acc: 0.2812 top5_acc: 0.7500 loss_cls: 3.0027 2023/07/20 17:47:11 - mmengine - INFO - Epoch(train) [10][2620/9365] lr: 2.6972e-01 eta: 23:48:52 time: 0.6137 data_time: 0.1130 memory: 16132 grad_norm: 1.0269 loss: 3.0137 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0137 2023/07/20 17:47:24 - mmengine - INFO - Epoch(train) [10][2640/9365] lr: 2.6967e-01 eta: 23:48:38 time: 0.6117 data_time: 0.1074 memory: 16132 grad_norm: 1.0534 loss: 2.8458 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8458 2023/07/20 17:47:36 - mmengine - INFO - Epoch(train) [10][2660/9365] lr: 2.6962e-01 eta: 23:48:26 time: 0.6270 data_time: 0.0992 memory: 16132 grad_norm: 1.0466 loss: 2.9523 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 2.9523 2023/07/20 17:47:49 - mmengine - INFO - Epoch(train) [10][2680/9365] lr: 2.6957e-01 eta: 23:48:16 time: 0.6351 data_time: 0.1022 memory: 16132 grad_norm: 1.0503 loss: 2.9370 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.9370 2023/07/20 17:48:01 - mmengine - INFO - Epoch(train) [10][2700/9365] lr: 2.6951e-01 eta: 23:48:01 time: 0.6008 data_time: 0.1097 memory: 16132 grad_norm: 1.0355 loss: 3.0365 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0365 2023/07/20 17:48:10 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 17:48:14 - mmengine - INFO - Epoch(train) [10][2720/9365] lr: 2.6946e-01 eta: 23:47:50 time: 0.6347 data_time: 0.1103 memory: 16132 grad_norm: 1.0522 loss: 3.0428 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0428 2023/07/20 17:48:26 - mmengine - INFO - Epoch(train) [10][2740/9365] lr: 2.6941e-01 eta: 23:47:39 time: 0.6356 data_time: 0.1388 memory: 16132 grad_norm: 1.0476 loss: 3.0416 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.0416 2023/07/20 17:48:39 - mmengine - INFO - Epoch(train) [10][2760/9365] lr: 2.6936e-01 eta: 23:47:29 time: 0.6380 data_time: 0.1094 memory: 16132 grad_norm: 1.0310 loss: 2.7869 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.7869 2023/07/20 17:48:51 - mmengine - INFO - Epoch(train) [10][2780/9365] lr: 2.6930e-01 eta: 23:47:14 time: 0.6036 data_time: 0.1108 memory: 16132 grad_norm: 1.0481 loss: 2.9914 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.9914 2023/07/20 17:49:03 - mmengine - INFO - Epoch(train) [10][2800/9365] lr: 2.6925e-01 eta: 23:46:58 time: 0.5982 data_time: 0.1143 memory: 16132 grad_norm: 1.0397 loss: 2.9597 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 2.9597 2023/07/20 17:49:16 - mmengine - INFO - Epoch(train) [10][2820/9365] lr: 2.6920e-01 eta: 23:46:47 time: 0.6319 data_time: 0.1078 memory: 16132 grad_norm: 1.0714 loss: 3.0743 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 3.0743 2023/07/20 17:49:28 - mmengine - INFO - Epoch(train) [10][2840/9365] lr: 2.6915e-01 eta: 23:46:33 time: 0.6093 data_time: 0.1101 memory: 16132 grad_norm: 1.0611 loss: 3.0104 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0104 2023/07/20 17:49:40 - mmengine - INFO - Epoch(train) [10][2860/9365] lr: 2.6909e-01 eta: 23:46:21 time: 0.6208 data_time: 0.1056 memory: 16132 grad_norm: 1.0451 loss: 3.0332 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 3.0332 2023/07/20 17:49:54 - mmengine - INFO - Epoch(train) [10][2880/9365] lr: 2.6904e-01 eta: 23:46:14 time: 0.6664 data_time: 0.1049 memory: 16132 grad_norm: 1.0411 loss: 3.0060 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0060 2023/07/20 17:50:06 - mmengine - INFO - Epoch(train) [10][2900/9365] lr: 2.6899e-01 eta: 23:46:01 time: 0.6170 data_time: 0.1156 memory: 16132 grad_norm: 1.0308 loss: 2.9703 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9703 2023/07/20 17:50:19 - mmengine - INFO - Epoch(train) [10][2920/9365] lr: 2.6894e-01 eta: 23:45:49 time: 0.6280 data_time: 0.1031 memory: 16132 grad_norm: 1.0336 loss: 2.7807 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 2.7807 2023/07/20 17:50:31 - mmengine - INFO - Epoch(train) [10][2940/9365] lr: 2.6888e-01 eta: 23:45:35 time: 0.6054 data_time: 0.1371 memory: 16132 grad_norm: 1.0411 loss: 2.8791 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.8791 2023/07/20 17:50:43 - mmengine - INFO - Epoch(train) [10][2960/9365] lr: 2.6883e-01 eta: 23:45:24 time: 0.6344 data_time: 0.1419 memory: 16132 grad_norm: 1.0547 loss: 3.0485 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0485 2023/07/20 17:50:56 - mmengine - INFO - Epoch(train) [10][2980/9365] lr: 2.6878e-01 eta: 23:45:11 time: 0.6205 data_time: 0.1130 memory: 16132 grad_norm: 1.0330 loss: 2.9556 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.9556 2023/07/20 17:51:08 - mmengine - INFO - Epoch(train) [10][3000/9365] lr: 2.6873e-01 eta: 23:44:55 time: 0.5958 data_time: 0.1073 memory: 16132 grad_norm: 1.0110 loss: 2.8449 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8449 2023/07/20 17:51:20 - mmengine - INFO - Epoch(train) [10][3020/9365] lr: 2.6867e-01 eta: 23:44:43 time: 0.6208 data_time: 0.1084 memory: 16132 grad_norm: 1.0649 loss: 3.0129 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0129 2023/07/20 17:51:32 - mmengine - INFO - Epoch(train) [10][3040/9365] lr: 2.6862e-01 eta: 23:44:27 time: 0.5959 data_time: 0.0988 memory: 16132 grad_norm: 1.0370 loss: 2.9306 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.9306 2023/07/20 17:51:45 - mmengine - INFO - Epoch(train) [10][3060/9365] lr: 2.6857e-01 eta: 23:44:14 time: 0.6187 data_time: 0.0985 memory: 16132 grad_norm: 1.0368 loss: 2.8894 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.8894 2023/07/20 17:51:57 - mmengine - INFO - Epoch(train) [10][3080/9365] lr: 2.6852e-01 eta: 23:44:02 time: 0.6215 data_time: 0.1005 memory: 16132 grad_norm: 1.0480 loss: 3.0103 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0103 2023/07/20 17:52:10 - mmengine - INFO - Epoch(train) [10][3100/9365] lr: 2.6846e-01 eta: 23:43:52 time: 0.6399 data_time: 0.1150 memory: 16132 grad_norm: 1.0516 loss: 2.8491 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8491 2023/07/20 17:52:23 - mmengine - INFO - Epoch(train) [10][3120/9365] lr: 2.6841e-01 eta: 23:43:43 time: 0.6502 data_time: 0.1103 memory: 16132 grad_norm: 1.0452 loss: 2.8164 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8164 2023/07/20 17:52:35 - mmengine - INFO - Epoch(train) [10][3140/9365] lr: 2.6836e-01 eta: 23:43:26 time: 0.5869 data_time: 0.1142 memory: 16132 grad_norm: 1.0412 loss: 2.8864 top1_acc: 0.4062 top5_acc: 0.8125 loss_cls: 2.8864 2023/07/20 17:52:48 - mmengine - INFO - Epoch(train) [10][3160/9365] lr: 2.6831e-01 eta: 23:43:19 time: 0.6635 data_time: 0.1047 memory: 16132 grad_norm: 1.0237 loss: 2.9369 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.9369 2023/07/20 17:53:01 - mmengine - INFO - Epoch(train) [10][3180/9365] lr: 2.6825e-01 eta: 23:43:08 time: 0.6365 data_time: 0.1176 memory: 16132 grad_norm: 1.0474 loss: 2.9944 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 2.9944 2023/07/20 17:53:13 - mmengine - INFO - Epoch(train) [10][3200/9365] lr: 2.6820e-01 eta: 23:42:58 time: 0.6404 data_time: 0.1180 memory: 16132 grad_norm: 1.0567 loss: 2.8547 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.8547 2023/07/20 17:53:25 - mmengine - INFO - Epoch(train) [10][3220/9365] lr: 2.6815e-01 eta: 23:42:42 time: 0.5949 data_time: 0.1111 memory: 16132 grad_norm: 1.0529 loss: 3.0856 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.0856 2023/07/20 17:53:37 - mmengine - INFO - Epoch(train) [10][3240/9365] lr: 2.6810e-01 eta: 23:42:27 time: 0.6004 data_time: 0.1076 memory: 16132 grad_norm: 1.0297 loss: 3.0244 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0244 2023/07/20 17:53:50 - mmengine - INFO - Epoch(train) [10][3260/9365] lr: 2.6804e-01 eta: 23:42:15 time: 0.6267 data_time: 0.1290 memory: 16132 grad_norm: 1.0267 loss: 2.7769 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7769 2023/07/20 17:54:02 - mmengine - INFO - Epoch(train) [10][3280/9365] lr: 2.6799e-01 eta: 23:42:01 time: 0.6056 data_time: 0.1155 memory: 16132 grad_norm: 1.0419 loss: 3.0728 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.0728 2023/07/20 17:54:15 - mmengine - INFO - Epoch(train) [10][3300/9365] lr: 2.6794e-01 eta: 23:41:48 time: 0.6243 data_time: 0.1027 memory: 16132 grad_norm: 1.0470 loss: 2.9415 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.9415 2023/07/20 17:54:27 - mmengine - INFO - Epoch(train) [10][3320/9365] lr: 2.6789e-01 eta: 23:41:36 time: 0.6188 data_time: 0.1025 memory: 16132 grad_norm: 1.0373 loss: 2.8999 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8999 2023/07/20 17:54:39 - mmengine - INFO - Epoch(train) [10][3340/9365] lr: 2.6783e-01 eta: 23:41:20 time: 0.5979 data_time: 0.1085 memory: 16132 grad_norm: 1.0559 loss: 2.9645 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.9645 2023/07/20 17:54:51 - mmengine - INFO - Epoch(train) [10][3360/9365] lr: 2.6778e-01 eta: 23:41:08 time: 0.6217 data_time: 0.1152 memory: 16132 grad_norm: 1.0353 loss: 2.9778 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.9778 2023/07/20 17:55:04 - mmengine - INFO - Epoch(train) [10][3380/9365] lr: 2.6773e-01 eta: 23:40:55 time: 0.6209 data_time: 0.1213 memory: 16132 grad_norm: 1.0697 loss: 3.0458 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0458 2023/07/20 17:55:17 - mmengine - INFO - Epoch(train) [10][3400/9365] lr: 2.6767e-01 eta: 23:40:47 time: 0.6567 data_time: 0.1105 memory: 16132 grad_norm: 1.0743 loss: 3.0046 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.0046 2023/07/20 17:55:29 - mmengine - INFO - Epoch(train) [10][3420/9365] lr: 2.6762e-01 eta: 23:40:34 time: 0.6189 data_time: 0.1065 memory: 16132 grad_norm: 1.0643 loss: 2.9212 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.9212 2023/07/20 17:55:42 - mmengine - INFO - Epoch(train) [10][3440/9365] lr: 2.6757e-01 eta: 23:40:26 time: 0.6519 data_time: 0.1395 memory: 16132 grad_norm: 1.0464 loss: 2.9826 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.9826 2023/07/20 17:55:55 - mmengine - INFO - Epoch(train) [10][3460/9365] lr: 2.6752e-01 eta: 23:40:15 time: 0.6337 data_time: 0.1512 memory: 16132 grad_norm: 1.0582 loss: 2.8009 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8009 2023/07/20 17:56:08 - mmengine - INFO - Epoch(train) [10][3480/9365] lr: 2.6746e-01 eta: 23:40:03 time: 0.6285 data_time: 0.1205 memory: 16132 grad_norm: 1.0456 loss: 2.9127 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 2.9127 2023/07/20 17:56:20 - mmengine - INFO - Epoch(train) [10][3500/9365] lr: 2.6741e-01 eta: 23:39:48 time: 0.6056 data_time: 0.0980 memory: 16132 grad_norm: 1.0490 loss: 2.9887 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.9887 2023/07/20 17:56:32 - mmengine - INFO - Epoch(train) [10][3520/9365] lr: 2.6736e-01 eta: 23:39:35 time: 0.6148 data_time: 0.1313 memory: 16132 grad_norm: 1.0592 loss: 2.9757 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9757 2023/07/20 17:56:45 - mmengine - INFO - Epoch(train) [10][3540/9365] lr: 2.6731e-01 eta: 23:39:23 time: 0.6250 data_time: 0.1035 memory: 16132 grad_norm: 1.0716 loss: 3.0847 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0847 2023/07/20 17:56:57 - mmengine - INFO - Epoch(train) [10][3560/9365] lr: 2.6725e-01 eta: 23:39:09 time: 0.6120 data_time: 0.1349 memory: 16132 grad_norm: 1.0274 loss: 3.0309 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0309 2023/07/20 17:57:09 - mmengine - INFO - Epoch(train) [10][3580/9365] lr: 2.6720e-01 eta: 23:38:57 time: 0.6196 data_time: 0.1026 memory: 16132 grad_norm: 1.0472 loss: 2.8030 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.8030 2023/07/20 17:57:21 - mmengine - INFO - Epoch(train) [10][3600/9365] lr: 2.6715e-01 eta: 23:38:42 time: 0.6011 data_time: 0.1138 memory: 16132 grad_norm: 1.0552 loss: 2.8133 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8133 2023/07/20 17:57:34 - mmengine - INFO - Epoch(train) [10][3620/9365] lr: 2.6710e-01 eta: 23:38:31 time: 0.6318 data_time: 0.1007 memory: 16132 grad_norm: 1.0428 loss: 2.9322 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.9322 2023/07/20 17:57:47 - mmengine - INFO - Epoch(train) [10][3640/9365] lr: 2.6704e-01 eta: 23:38:20 time: 0.6416 data_time: 0.1040 memory: 16132 grad_norm: 1.0363 loss: 2.9485 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9485 2023/07/20 17:57:59 - mmengine - INFO - Epoch(train) [10][3660/9365] lr: 2.6699e-01 eta: 23:38:06 time: 0.6054 data_time: 0.1114 memory: 16132 grad_norm: 1.0593 loss: 2.9573 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.9573 2023/07/20 17:58:11 - mmengine - INFO - Epoch(train) [10][3680/9365] lr: 2.6694e-01 eta: 23:37:52 time: 0.6093 data_time: 0.0998 memory: 16132 grad_norm: 1.0640 loss: 2.9184 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.9184 2023/07/20 17:58:24 - mmengine - INFO - Epoch(train) [10][3700/9365] lr: 2.6689e-01 eta: 23:37:39 time: 0.6181 data_time: 0.1060 memory: 16132 grad_norm: 1.0522 loss: 2.9888 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9888 2023/07/20 17:58:33 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 17:58:36 - mmengine - INFO - Epoch(train) [10][3720/9365] lr: 2.6683e-01 eta: 23:37:26 time: 0.6121 data_time: 0.1020 memory: 16132 grad_norm: 1.0441 loss: 3.1021 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.1021 2023/07/20 17:58:48 - mmengine - INFO - Epoch(train) [10][3740/9365] lr: 2.6678e-01 eta: 23:37:12 time: 0.6128 data_time: 0.1025 memory: 16132 grad_norm: 1.0359 loss: 3.0897 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 3.0897 2023/07/20 17:59:00 - mmengine - INFO - Epoch(train) [10][3760/9365] lr: 2.6673e-01 eta: 23:36:56 time: 0.5928 data_time: 0.1206 memory: 16132 grad_norm: 1.0364 loss: 3.0036 top1_acc: 0.1875 top5_acc: 0.3438 loss_cls: 3.0036 2023/07/20 17:59:13 - mmengine - INFO - Epoch(train) [10][3780/9365] lr: 2.6667e-01 eta: 23:36:44 time: 0.6276 data_time: 0.1332 memory: 16132 grad_norm: 1.0416 loss: 3.0229 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.0229 2023/07/20 17:59:25 - mmengine - INFO - Epoch(train) [10][3800/9365] lr: 2.6662e-01 eta: 23:36:32 time: 0.6236 data_time: 0.1255 memory: 16132 grad_norm: 1.0484 loss: 3.1350 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 3.1350 2023/07/20 17:59:38 - mmengine - INFO - Epoch(train) [10][3820/9365] lr: 2.6657e-01 eta: 23:36:22 time: 0.6435 data_time: 0.1196 memory: 16132 grad_norm: 1.0581 loss: 3.0599 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0599 2023/07/20 17:59:50 - mmengine - INFO - Epoch(train) [10][3840/9365] lr: 2.6652e-01 eta: 23:36:09 time: 0.6152 data_time: 0.1302 memory: 16132 grad_norm: 1.0619 loss: 2.9994 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.9994 2023/07/20 18:00:02 - mmengine - INFO - Epoch(train) [10][3860/9365] lr: 2.6646e-01 eta: 23:35:55 time: 0.6062 data_time: 0.1058 memory: 16132 grad_norm: 1.0377 loss: 2.9786 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 2.9786 2023/07/20 18:00:15 - mmengine - INFO - Epoch(train) [10][3880/9365] lr: 2.6641e-01 eta: 23:35:42 time: 0.6193 data_time: 0.1005 memory: 16132 grad_norm: 1.0491 loss: 2.8330 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.8330 2023/07/20 18:00:27 - mmengine - INFO - Epoch(train) [10][3900/9365] lr: 2.6636e-01 eta: 23:35:26 time: 0.5944 data_time: 0.1018 memory: 16132 grad_norm: 1.0461 loss: 2.9068 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.9068 2023/07/20 18:00:40 - mmengine - INFO - Epoch(train) [10][3920/9365] lr: 2.6631e-01 eta: 23:35:16 time: 0.6442 data_time: 0.1252 memory: 16132 grad_norm: 1.0381 loss: 2.8894 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.8894 2023/07/20 18:00:52 - mmengine - INFO - Epoch(train) [10][3940/9365] lr: 2.6625e-01 eta: 23:35:04 time: 0.6230 data_time: 0.1285 memory: 16132 grad_norm: 1.0586 loss: 3.0575 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.0575 2023/07/20 18:01:05 - mmengine - INFO - Epoch(train) [10][3960/9365] lr: 2.6620e-01 eta: 23:34:52 time: 0.6226 data_time: 0.1229 memory: 16132 grad_norm: 1.0548 loss: 2.8571 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.8571 2023/07/20 18:01:17 - mmengine - INFO - Epoch(train) [10][3980/9365] lr: 2.6615e-01 eta: 23:34:38 time: 0.6070 data_time: 0.1031 memory: 16132 grad_norm: 1.0539 loss: 2.8767 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.8767 2023/07/20 18:01:28 - mmengine - INFO - Epoch(train) [10][4000/9365] lr: 2.6609e-01 eta: 23:34:20 time: 0.5778 data_time: 0.1077 memory: 16132 grad_norm: 1.0646 loss: 2.9069 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9069 2023/07/20 18:01:41 - mmengine - INFO - Epoch(train) [10][4020/9365] lr: 2.6604e-01 eta: 23:34:07 time: 0.6148 data_time: 0.1106 memory: 16132 grad_norm: 1.0607 loss: 2.9863 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9863 2023/07/20 18:01:53 - mmengine - INFO - Epoch(train) [10][4040/9365] lr: 2.6599e-01 eta: 23:33:54 time: 0.6216 data_time: 0.1212 memory: 16132 grad_norm: 1.0536 loss: 2.8405 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 2.8405 2023/07/20 18:02:06 - mmengine - INFO - Epoch(train) [10][4060/9365] lr: 2.6594e-01 eta: 23:33:43 time: 0.6343 data_time: 0.1044 memory: 16132 grad_norm: 1.0310 loss: 2.9263 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9263 2023/07/20 18:02:18 - mmengine - INFO - Epoch(train) [10][4080/9365] lr: 2.6588e-01 eta: 23:33:31 time: 0.6247 data_time: 0.1127 memory: 16132 grad_norm: 1.0470 loss: 3.0098 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0098 2023/07/20 18:02:31 - mmengine - INFO - Epoch(train) [10][4100/9365] lr: 2.6583e-01 eta: 23:33:18 time: 0.6163 data_time: 0.1035 memory: 16132 grad_norm: 1.0656 loss: 2.8158 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.8158 2023/07/20 18:02:43 - mmengine - INFO - Epoch(train) [10][4120/9365] lr: 2.6578e-01 eta: 23:33:03 time: 0.6020 data_time: 0.1053 memory: 16132 grad_norm: 1.0623 loss: 2.9992 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9992 2023/07/20 18:02:55 - mmengine - INFO - Epoch(train) [10][4140/9365] lr: 2.6572e-01 eta: 23:32:53 time: 0.6369 data_time: 0.1055 memory: 16132 grad_norm: 1.0452 loss: 2.9005 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9005 2023/07/20 18:03:07 - mmengine - INFO - Epoch(train) [10][4160/9365] lr: 2.6567e-01 eta: 23:32:37 time: 0.5915 data_time: 0.1034 memory: 16132 grad_norm: 1.0552 loss: 2.8423 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.8423 2023/07/20 18:03:20 - mmengine - INFO - Epoch(train) [10][4180/9365] lr: 2.6562e-01 eta: 23:32:26 time: 0.6352 data_time: 0.1037 memory: 16132 grad_norm: 1.0430 loss: 2.9247 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9247 2023/07/20 18:03:33 - mmengine - INFO - Epoch(train) [10][4200/9365] lr: 2.6557e-01 eta: 23:32:16 time: 0.6418 data_time: 0.1224 memory: 16132 grad_norm: 1.0492 loss: 3.0358 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0358 2023/07/20 18:03:45 - mmengine - INFO - Epoch(train) [10][4220/9365] lr: 2.6551e-01 eta: 23:32:02 time: 0.6114 data_time: 0.1024 memory: 16132 grad_norm: 1.0404 loss: 2.9696 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9696 2023/07/20 18:03:58 - mmengine - INFO - Epoch(train) [10][4240/9365] lr: 2.6546e-01 eta: 23:31:52 time: 0.6441 data_time: 0.0993 memory: 16132 grad_norm: 1.0733 loss: 3.0005 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0005 2023/07/20 18:04:10 - mmengine - INFO - Epoch(train) [10][4260/9365] lr: 2.6541e-01 eta: 23:31:38 time: 0.6050 data_time: 0.1178 memory: 16132 grad_norm: 1.0399 loss: 3.1059 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.1059 2023/07/20 18:04:23 - mmengine - INFO - Epoch(train) [10][4280/9365] lr: 2.6535e-01 eta: 23:31:27 time: 0.6329 data_time: 0.1033 memory: 16132 grad_norm: 1.0419 loss: 3.0357 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0357 2023/07/20 18:04:36 - mmengine - INFO - Epoch(train) [10][4300/9365] lr: 2.6530e-01 eta: 23:31:18 time: 0.6517 data_time: 0.1058 memory: 16132 grad_norm: 1.0450 loss: 3.0000 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0000 2023/07/20 18:04:48 - mmengine - INFO - Epoch(train) [10][4320/9365] lr: 2.6525e-01 eta: 23:31:04 time: 0.6078 data_time: 0.1140 memory: 16132 grad_norm: 1.0602 loss: 2.9526 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.9526 2023/07/20 18:05:00 - mmengine - INFO - Epoch(train) [10][4340/9365] lr: 2.6520e-01 eta: 23:30:49 time: 0.6053 data_time: 0.0987 memory: 16132 grad_norm: 1.0485 loss: 2.9113 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9113 2023/07/20 18:05:12 - mmengine - INFO - Epoch(train) [10][4360/9365] lr: 2.6514e-01 eta: 23:30:35 time: 0.6070 data_time: 0.0957 memory: 16132 grad_norm: 1.0373 loss: 3.0901 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0901 2023/07/20 18:05:25 - mmengine - INFO - Epoch(train) [10][4380/9365] lr: 2.6509e-01 eta: 23:30:24 time: 0.6307 data_time: 0.1391 memory: 16132 grad_norm: 1.0540 loss: 3.0121 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.0121 2023/07/20 18:05:37 - mmengine - INFO - Epoch(train) [10][4400/9365] lr: 2.6504e-01 eta: 23:30:09 time: 0.6058 data_time: 0.1132 memory: 16132 grad_norm: 1.0416 loss: 2.8952 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.8952 2023/07/20 18:05:50 - mmengine - INFO - Epoch(train) [10][4420/9365] lr: 2.6498e-01 eta: 23:29:57 time: 0.6261 data_time: 0.1039 memory: 16132 grad_norm: 1.0359 loss: 2.8891 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8891 2023/07/20 18:06:02 - mmengine - INFO - Epoch(train) [10][4440/9365] lr: 2.6493e-01 eta: 23:29:47 time: 0.6428 data_time: 0.1050 memory: 16132 grad_norm: 1.0572 loss: 2.7714 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.7714 2023/07/20 18:06:15 - mmengine - INFO - Epoch(train) [10][4460/9365] lr: 2.6488e-01 eta: 23:29:34 time: 0.6135 data_time: 0.1103 memory: 16132 grad_norm: 1.0721 loss: 3.0187 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.0187 2023/07/20 18:06:27 - mmengine - INFO - Epoch(train) [10][4480/9365] lr: 2.6483e-01 eta: 23:29:22 time: 0.6273 data_time: 0.1067 memory: 16132 grad_norm: 1.0530 loss: 2.9093 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9093 2023/07/20 18:06:39 - mmengine - INFO - Epoch(train) [10][4500/9365] lr: 2.6477e-01 eta: 23:29:07 time: 0.5978 data_time: 0.1125 memory: 16132 grad_norm: 1.0506 loss: 2.8102 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8102 2023/07/20 18:06:52 - mmengine - INFO - Epoch(train) [10][4520/9365] lr: 2.6472e-01 eta: 23:28:58 time: 0.6538 data_time: 0.1001 memory: 16132 grad_norm: 1.0350 loss: 2.9063 top1_acc: 0.1562 top5_acc: 0.4688 loss_cls: 2.9063 2023/07/20 18:07:04 - mmengine - INFO - Epoch(train) [10][4540/9365] lr: 2.6467e-01 eta: 23:28:43 time: 0.6008 data_time: 0.1093 memory: 16132 grad_norm: 1.0598 loss: 2.9734 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9734 2023/07/20 18:07:17 - mmengine - INFO - Epoch(train) [10][4560/9365] lr: 2.6461e-01 eta: 23:28:30 time: 0.6170 data_time: 0.0996 memory: 16132 grad_norm: 1.0701 loss: 2.9884 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.9884 2023/07/20 18:07:29 - mmengine - INFO - Epoch(train) [10][4580/9365] lr: 2.6456e-01 eta: 23:28:18 time: 0.6230 data_time: 0.1065 memory: 16132 grad_norm: 1.0578 loss: 3.0151 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0151 2023/07/20 18:07:42 - mmengine - INFO - Epoch(train) [10][4600/9365] lr: 2.6451e-01 eta: 23:28:09 time: 0.6476 data_time: 0.1050 memory: 16132 grad_norm: 1.0491 loss: 2.8592 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.8592 2023/07/20 18:07:55 - mmengine - INFO - Epoch(train) [10][4620/9365] lr: 2.6446e-01 eta: 23:27:55 time: 0.6145 data_time: 0.1114 memory: 16132 grad_norm: 1.0470 loss: 2.8877 top1_acc: 0.5625 top5_acc: 0.6562 loss_cls: 2.8877 2023/07/20 18:08:07 - mmengine - INFO - Epoch(train) [10][4640/9365] lr: 2.6440e-01 eta: 23:27:41 time: 0.6063 data_time: 0.0938 memory: 16132 grad_norm: 1.0669 loss: 3.0426 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.0426 2023/07/20 18:08:19 - mmengine - INFO - Epoch(train) [10][4660/9365] lr: 2.6435e-01 eta: 23:27:29 time: 0.6235 data_time: 0.1036 memory: 16132 grad_norm: 1.0351 loss: 2.9132 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9132 2023/07/20 18:08:31 - mmengine - INFO - Epoch(train) [10][4680/9365] lr: 2.6430e-01 eta: 23:27:16 time: 0.6163 data_time: 0.1143 memory: 16132 grad_norm: 1.0604 loss: 2.7673 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7673 2023/07/20 18:08:44 - mmengine - INFO - Epoch(train) [10][4700/9365] lr: 2.6424e-01 eta: 23:27:05 time: 0.6352 data_time: 0.1143 memory: 16132 grad_norm: 1.0746 loss: 2.8479 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8479 2023/07/20 18:08:53 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 18:08:56 - mmengine - INFO - Epoch(train) [10][4720/9365] lr: 2.6419e-01 eta: 23:26:51 time: 0.6112 data_time: 0.1151 memory: 16132 grad_norm: 1.0590 loss: 2.9230 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.9230 2023/07/20 18:09:09 - mmengine - INFO - Epoch(train) [10][4740/9365] lr: 2.6414e-01 eta: 23:26:38 time: 0.6146 data_time: 0.1106 memory: 16132 grad_norm: 1.0682 loss: 2.9645 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.9645 2023/07/20 18:09:21 - mmengine - INFO - Epoch(train) [10][4760/9365] lr: 2.6409e-01 eta: 23:26:25 time: 0.6205 data_time: 0.1150 memory: 16132 grad_norm: 1.0708 loss: 2.7662 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7662 2023/07/20 18:09:34 - mmengine - INFO - Epoch(train) [10][4780/9365] lr: 2.6403e-01 eta: 23:26:14 time: 0.6315 data_time: 0.1012 memory: 16132 grad_norm: 1.0707 loss: 2.9352 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.9352 2023/07/20 18:09:46 - mmengine - INFO - Epoch(train) [10][4800/9365] lr: 2.6398e-01 eta: 23:25:59 time: 0.5966 data_time: 0.1129 memory: 16132 grad_norm: 1.0463 loss: 2.9809 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9809 2023/07/20 18:09:58 - mmengine - INFO - Epoch(train) [10][4820/9365] lr: 2.6393e-01 eta: 23:25:45 time: 0.6091 data_time: 0.1036 memory: 16132 grad_norm: 1.0363 loss: 2.8785 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.8785 2023/07/20 18:10:10 - mmengine - INFO - Epoch(train) [10][4840/9365] lr: 2.6387e-01 eta: 23:25:32 time: 0.6188 data_time: 0.0951 memory: 16132 grad_norm: 1.0145 loss: 3.0492 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0492 2023/07/20 18:10:23 - mmengine - INFO - Epoch(train) [10][4860/9365] lr: 2.6382e-01 eta: 23:25:21 time: 0.6349 data_time: 0.1132 memory: 16132 grad_norm: 1.0736 loss: 3.0176 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0176 2023/07/20 18:10:35 - mmengine - INFO - Epoch(train) [10][4880/9365] lr: 2.6377e-01 eta: 23:25:07 time: 0.6108 data_time: 0.1059 memory: 16132 grad_norm: 1.0367 loss: 3.0791 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 3.0791 2023/07/20 18:10:48 - mmengine - INFO - Epoch(train) [10][4900/9365] lr: 2.6371e-01 eta: 23:24:56 time: 0.6335 data_time: 0.1057 memory: 16132 grad_norm: 1.0327 loss: 3.0120 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0120 2023/07/20 18:11:00 - mmengine - INFO - Epoch(train) [10][4920/9365] lr: 2.6366e-01 eta: 23:24:43 time: 0.6164 data_time: 0.1111 memory: 16132 grad_norm: 1.0189 loss: 3.0018 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0018 2023/07/20 18:11:13 - mmengine - INFO - Epoch(train) [10][4940/9365] lr: 2.6361e-01 eta: 23:24:34 time: 0.6511 data_time: 0.1088 memory: 16132 grad_norm: 1.0412 loss: 3.0184 top1_acc: 0.2188 top5_acc: 0.3438 loss_cls: 3.0184 2023/07/20 18:11:26 - mmengine - INFO - Epoch(train) [10][4960/9365] lr: 2.6356e-01 eta: 23:24:20 time: 0.6058 data_time: 0.1099 memory: 16132 grad_norm: 1.0771 loss: 3.0991 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0991 2023/07/20 18:11:38 - mmengine - INFO - Epoch(train) [10][4980/9365] lr: 2.6350e-01 eta: 23:24:06 time: 0.6098 data_time: 0.1078 memory: 16132 grad_norm: 1.0394 loss: 3.0708 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.0708 2023/07/20 18:11:50 - mmengine - INFO - Epoch(train) [10][5000/9365] lr: 2.6345e-01 eta: 23:23:53 time: 0.6113 data_time: 0.1163 memory: 16132 grad_norm: 1.0500 loss: 2.9829 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.9829 2023/07/20 18:12:03 - mmengine - INFO - Epoch(train) [10][5020/9365] lr: 2.6340e-01 eta: 23:23:41 time: 0.6264 data_time: 0.1079 memory: 16132 grad_norm: 1.0589 loss: 2.8517 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8517 2023/07/20 18:12:15 - mmengine - INFO - Epoch(train) [10][5040/9365] lr: 2.6334e-01 eta: 23:23:29 time: 0.6293 data_time: 0.1117 memory: 16132 grad_norm: 1.0597 loss: 2.8955 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8955 2023/07/20 18:12:27 - mmengine - INFO - Epoch(train) [10][5060/9365] lr: 2.6329e-01 eta: 23:23:16 time: 0.6131 data_time: 0.1120 memory: 16132 grad_norm: 1.0457 loss: 3.0607 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0607 2023/07/20 18:12:40 - mmengine - INFO - Epoch(train) [10][5080/9365] lr: 2.6324e-01 eta: 23:23:06 time: 0.6470 data_time: 0.1497 memory: 16132 grad_norm: 1.0615 loss: 2.9441 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9441 2023/07/20 18:12:53 - mmengine - INFO - Epoch(train) [10][5100/9365] lr: 2.6318e-01 eta: 23:22:54 time: 0.6252 data_time: 0.1159 memory: 16132 grad_norm: 1.0672 loss: 2.9251 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9251 2023/07/20 18:13:06 - mmengine - INFO - Epoch(train) [10][5120/9365] lr: 2.6313e-01 eta: 23:22:44 time: 0.6402 data_time: 0.1044 memory: 16132 grad_norm: 1.0423 loss: 2.9221 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9221 2023/07/20 18:13:19 - mmengine - INFO - Epoch(train) [10][5140/9365] lr: 2.6308e-01 eta: 23:22:35 time: 0.6561 data_time: 0.1153 memory: 16132 grad_norm: 1.0217 loss: 2.8601 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.8601 2023/07/20 18:13:31 - mmengine - INFO - Epoch(train) [10][5160/9365] lr: 2.6303e-01 eta: 23:22:20 time: 0.6000 data_time: 0.1215 memory: 16132 grad_norm: 1.0728 loss: 2.9484 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9484 2023/07/20 18:13:43 - mmengine - INFO - Epoch(train) [10][5180/9365] lr: 2.6297e-01 eta: 23:22:06 time: 0.6050 data_time: 0.1016 memory: 16132 grad_norm: 1.0438 loss: 2.8187 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8187 2023/07/20 18:13:55 - mmengine - INFO - Epoch(train) [10][5200/9365] lr: 2.6292e-01 eta: 23:21:53 time: 0.6153 data_time: 0.0897 memory: 16132 grad_norm: 1.0706 loss: 3.0216 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0216 2023/07/20 18:14:08 - mmengine - INFO - Epoch(train) [10][5220/9365] lr: 2.6287e-01 eta: 23:21:40 time: 0.6215 data_time: 0.1099 memory: 16132 grad_norm: 1.0368 loss: 2.9223 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9223 2023/07/20 18:14:20 - mmengine - INFO - Epoch(train) [10][5240/9365] lr: 2.6281e-01 eta: 23:21:27 time: 0.6164 data_time: 0.1059 memory: 16132 grad_norm: 1.0591 loss: 2.9451 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.9451 2023/07/20 18:14:32 - mmengine - INFO - Epoch(train) [10][5260/9365] lr: 2.6276e-01 eta: 23:21:12 time: 0.6006 data_time: 0.1100 memory: 16132 grad_norm: 1.0600 loss: 2.9968 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.9968 2023/07/20 18:14:44 - mmengine - INFO - Epoch(train) [10][5280/9365] lr: 2.6271e-01 eta: 23:20:58 time: 0.6006 data_time: 0.1069 memory: 16132 grad_norm: 1.0606 loss: 3.0909 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0909 2023/07/20 18:14:56 - mmengine - INFO - Epoch(train) [10][5300/9365] lr: 2.6265e-01 eta: 23:20:44 time: 0.6129 data_time: 0.1013 memory: 16132 grad_norm: 1.0432 loss: 2.9890 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9890 2023/07/20 18:15:09 - mmengine - INFO - Epoch(train) [10][5320/9365] lr: 2.6260e-01 eta: 23:20:33 time: 0.6306 data_time: 0.1368 memory: 16132 grad_norm: 1.0689 loss: 2.8898 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8898 2023/07/20 18:15:21 - mmengine - INFO - Epoch(train) [10][5340/9365] lr: 2.6255e-01 eta: 23:20:19 time: 0.6109 data_time: 0.1243 memory: 16132 grad_norm: 1.0650 loss: 2.9654 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9654 2023/07/20 18:15:34 - mmengine - INFO - Epoch(train) [10][5360/9365] lr: 2.6249e-01 eta: 23:20:09 time: 0.6441 data_time: 0.1335 memory: 16132 grad_norm: 1.0593 loss: 3.0401 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0401 2023/07/20 18:15:47 - mmengine - INFO - Epoch(train) [10][5380/9365] lr: 2.6244e-01 eta: 23:19:57 time: 0.6208 data_time: 0.1174 memory: 16132 grad_norm: 1.0809 loss: 3.0445 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0445 2023/07/20 18:15:59 - mmengine - INFO - Epoch(train) [10][5400/9365] lr: 2.6239e-01 eta: 23:19:45 time: 0.6337 data_time: 0.1074 memory: 16132 grad_norm: 1.0606 loss: 2.9393 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.9393 2023/07/20 18:16:12 - mmengine - INFO - Epoch(train) [10][5420/9365] lr: 2.6233e-01 eta: 23:19:35 time: 0.6399 data_time: 0.1036 memory: 16132 grad_norm: 1.0523 loss: 3.0255 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0255 2023/07/20 18:16:24 - mmengine - INFO - Epoch(train) [10][5440/9365] lr: 2.6228e-01 eta: 23:19:19 time: 0.5912 data_time: 0.1059 memory: 16132 grad_norm: 1.0654 loss: 2.9815 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.9815 2023/07/20 18:16:37 - mmengine - INFO - Epoch(train) [10][5460/9365] lr: 2.6223e-01 eta: 23:19:09 time: 0.6443 data_time: 0.1015 memory: 16132 grad_norm: 1.0238 loss: 2.8949 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.8949 2023/07/20 18:16:49 - mmengine - INFO - Epoch(train) [10][5480/9365] lr: 2.6218e-01 eta: 23:18:56 time: 0.6185 data_time: 0.1060 memory: 16132 grad_norm: 1.0648 loss: 3.0557 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0557 2023/07/20 18:17:02 - mmengine - INFO - Epoch(train) [10][5500/9365] lr: 2.6212e-01 eta: 23:18:43 time: 0.6164 data_time: 0.0934 memory: 16132 grad_norm: 1.0509 loss: 2.8834 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8834 2023/07/20 18:17:14 - mmengine - INFO - Epoch(train) [10][5520/9365] lr: 2.6207e-01 eta: 23:18:29 time: 0.6023 data_time: 0.0984 memory: 16132 grad_norm: 1.0648 loss: 2.9961 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9961 2023/07/20 18:17:26 - mmengine - INFO - Epoch(train) [10][5540/9365] lr: 2.6202e-01 eta: 23:18:17 time: 0.6248 data_time: 0.0976 memory: 16132 grad_norm: 1.0411 loss: 3.0279 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 3.0279 2023/07/20 18:17:38 - mmengine - INFO - Epoch(train) [10][5560/9365] lr: 2.6196e-01 eta: 23:18:02 time: 0.6009 data_time: 0.1149 memory: 16132 grad_norm: 1.0443 loss: 2.9540 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9540 2023/07/20 18:17:50 - mmengine - INFO - Epoch(train) [10][5580/9365] lr: 2.6191e-01 eta: 23:17:48 time: 0.6112 data_time: 0.1018 memory: 16132 grad_norm: 1.0705 loss: 3.0008 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.0008 2023/07/20 18:18:03 - mmengine - INFO - Epoch(train) [10][5600/9365] lr: 2.6186e-01 eta: 23:17:36 time: 0.6206 data_time: 0.1141 memory: 16132 grad_norm: 1.0222 loss: 2.9521 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9521 2023/07/20 18:18:15 - mmengine - INFO - Epoch(train) [10][5620/9365] lr: 2.6180e-01 eta: 23:17:21 time: 0.6016 data_time: 0.1036 memory: 16132 grad_norm: 1.0529 loss: 2.8552 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.8552 2023/07/20 18:18:27 - mmengine - INFO - Epoch(train) [10][5640/9365] lr: 2.6175e-01 eta: 23:17:09 time: 0.6244 data_time: 0.1112 memory: 16132 grad_norm: 1.0576 loss: 2.9867 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9867 2023/07/20 18:18:39 - mmengine - INFO - Epoch(train) [10][5660/9365] lr: 2.6170e-01 eta: 23:16:54 time: 0.5944 data_time: 0.1135 memory: 16132 grad_norm: 1.0675 loss: 2.8795 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8795 2023/07/20 18:18:52 - mmengine - INFO - Epoch(train) [10][5680/9365] lr: 2.6164e-01 eta: 23:16:42 time: 0.6279 data_time: 0.1258 memory: 16132 grad_norm: 1.0436 loss: 2.9039 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.9039 2023/07/20 18:19:04 - mmengine - INFO - Epoch(train) [10][5700/9365] lr: 2.6159e-01 eta: 23:16:27 time: 0.6038 data_time: 0.1156 memory: 16132 grad_norm: 1.0928 loss: 2.9501 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9501 2023/07/20 18:19:13 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 18:19:16 - mmengine - INFO - Epoch(train) [10][5720/9365] lr: 2.6154e-01 eta: 23:16:12 time: 0.5968 data_time: 0.1113 memory: 16132 grad_norm: 1.0270 loss: 2.9604 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9604 2023/07/20 18:19:29 - mmengine - INFO - Epoch(train) [10][5740/9365] lr: 2.6148e-01 eta: 23:16:02 time: 0.6453 data_time: 0.1065 memory: 16132 grad_norm: 1.0612 loss: 2.8451 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8451 2023/07/20 18:19:41 - mmengine - INFO - Epoch(train) [10][5760/9365] lr: 2.6143e-01 eta: 23:15:50 time: 0.6253 data_time: 0.1150 memory: 16132 grad_norm: 1.0644 loss: 2.8860 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8860 2023/07/20 18:19:53 - mmengine - INFO - Epoch(train) [10][5780/9365] lr: 2.6138e-01 eta: 23:15:35 time: 0.5968 data_time: 0.1186 memory: 16132 grad_norm: 1.0457 loss: 2.9871 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9871 2023/07/20 18:20:06 - mmengine - INFO - Epoch(train) [10][5800/9365] lr: 2.6132e-01 eta: 23:15:23 time: 0.6235 data_time: 0.1147 memory: 16132 grad_norm: 1.0580 loss: 2.9802 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9802 2023/07/20 18:20:18 - mmengine - INFO - Epoch(train) [10][5820/9365] lr: 2.6127e-01 eta: 23:15:11 time: 0.6266 data_time: 0.1027 memory: 16132 grad_norm: 1.0384 loss: 2.9526 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.9526 2023/07/20 18:20:31 - mmengine - INFO - Epoch(train) [10][5840/9365] lr: 2.6122e-01 eta: 23:14:59 time: 0.6264 data_time: 0.1366 memory: 16132 grad_norm: 1.0475 loss: 3.0074 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 3.0074 2023/07/20 18:20:43 - mmengine - INFO - Epoch(train) [10][5860/9365] lr: 2.6116e-01 eta: 23:14:46 time: 0.6131 data_time: 0.1035 memory: 16132 grad_norm: 1.0704 loss: 2.9064 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9064 2023/07/20 18:20:55 - mmengine - INFO - Epoch(train) [10][5880/9365] lr: 2.6111e-01 eta: 23:14:31 time: 0.6048 data_time: 0.1134 memory: 16132 grad_norm: 1.0592 loss: 3.0080 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 3.0080 2023/07/20 18:21:08 - mmengine - INFO - Epoch(train) [10][5900/9365] lr: 2.6106e-01 eta: 23:14:19 time: 0.6234 data_time: 0.0999 memory: 16132 grad_norm: 1.0605 loss: 3.0714 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.0714 2023/07/20 18:21:20 - mmengine - INFO - Epoch(train) [10][5920/9365] lr: 2.6101e-01 eta: 23:14:05 time: 0.6044 data_time: 0.1164 memory: 16132 grad_norm: 1.0542 loss: 3.0117 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0117 2023/07/20 18:21:33 - mmengine - INFO - Epoch(train) [10][5940/9365] lr: 2.6095e-01 eta: 23:13:53 time: 0.6306 data_time: 0.1476 memory: 16132 grad_norm: 1.0412 loss: 2.9590 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9590 2023/07/20 18:21:45 - mmengine - INFO - Epoch(train) [10][5960/9365] lr: 2.6090e-01 eta: 23:13:40 time: 0.6130 data_time: 0.1216 memory: 16132 grad_norm: 1.0387 loss: 2.9928 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.9928 2023/07/20 18:21:57 - mmengine - INFO - Epoch(train) [10][5980/9365] lr: 2.6085e-01 eta: 23:13:26 time: 0.6103 data_time: 0.0988 memory: 16132 grad_norm: 1.0523 loss: 3.0257 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0257 2023/07/20 18:22:09 - mmengine - INFO - Epoch(train) [10][6000/9365] lr: 2.6079e-01 eta: 23:13:12 time: 0.6025 data_time: 0.1071 memory: 16132 grad_norm: 1.0675 loss: 2.9509 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9509 2023/07/20 18:22:22 - mmengine - INFO - Epoch(train) [10][6020/9365] lr: 2.6074e-01 eta: 23:12:59 time: 0.6181 data_time: 0.1084 memory: 16132 grad_norm: 1.0698 loss: 3.1044 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1044 2023/07/20 18:22:35 - mmengine - INFO - Epoch(train) [10][6040/9365] lr: 2.6069e-01 eta: 23:12:50 time: 0.6502 data_time: 0.1100 memory: 16132 grad_norm: 1.0885 loss: 2.9486 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9486 2023/07/20 18:22:47 - mmengine - INFO - Epoch(train) [10][6060/9365] lr: 2.6063e-01 eta: 23:12:37 time: 0.6139 data_time: 0.1114 memory: 16132 grad_norm: 1.0591 loss: 2.9564 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 2.9564 2023/07/20 18:22:59 - mmengine - INFO - Epoch(train) [10][6080/9365] lr: 2.6058e-01 eta: 23:12:21 time: 0.5975 data_time: 0.1234 memory: 16132 grad_norm: 1.0469 loss: 2.9088 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.9088 2023/07/20 18:23:11 - mmengine - INFO - Epoch(train) [10][6100/9365] lr: 2.6053e-01 eta: 23:12:09 time: 0.6212 data_time: 0.1046 memory: 16132 grad_norm: 1.0713 loss: 2.9665 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.9665 2023/07/20 18:23:23 - mmengine - INFO - Epoch(train) [10][6120/9365] lr: 2.6047e-01 eta: 23:11:55 time: 0.6079 data_time: 0.1077 memory: 16132 grad_norm: 1.0579 loss: 2.9191 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9191 2023/07/20 18:23:35 - mmengine - INFO - Epoch(train) [10][6140/9365] lr: 2.6042e-01 eta: 23:11:40 time: 0.5963 data_time: 0.1040 memory: 16132 grad_norm: 1.0731 loss: 2.9916 top1_acc: 0.1562 top5_acc: 0.3750 loss_cls: 2.9916 2023/07/20 18:23:49 - mmengine - INFO - Epoch(train) [10][6160/9365] lr: 2.6037e-01 eta: 23:11:32 time: 0.6648 data_time: 0.1085 memory: 16132 grad_norm: 1.0514 loss: 2.8844 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 2.8844 2023/07/20 18:24:01 - mmengine - INFO - Epoch(train) [10][6180/9365] lr: 2.6031e-01 eta: 23:11:19 time: 0.6175 data_time: 0.1108 memory: 16132 grad_norm: 1.0491 loss: 3.0004 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 3.0004 2023/07/20 18:24:13 - mmengine - INFO - Epoch(train) [10][6200/9365] lr: 2.6026e-01 eta: 23:11:06 time: 0.6172 data_time: 0.1120 memory: 16132 grad_norm: 1.0698 loss: 2.9229 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.9229 2023/07/20 18:24:25 - mmengine - INFO - Epoch(train) [10][6220/9365] lr: 2.6021e-01 eta: 23:10:51 time: 0.5947 data_time: 0.1008 memory: 16132 grad_norm: 1.0612 loss: 2.9026 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9026 2023/07/20 18:24:38 - mmengine - INFO - Epoch(train) [10][6240/9365] lr: 2.6015e-01 eta: 23:10:40 time: 0.6362 data_time: 0.1023 memory: 16132 grad_norm: 1.0514 loss: 2.8787 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.8787 2023/07/20 18:24:50 - mmengine - INFO - Epoch(train) [10][6260/9365] lr: 2.6010e-01 eta: 23:10:27 time: 0.6112 data_time: 0.1163 memory: 16132 grad_norm: 1.0517 loss: 2.8742 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8742 2023/07/20 18:25:03 - mmengine - INFO - Epoch(train) [10][6280/9365] lr: 2.6005e-01 eta: 23:10:14 time: 0.6157 data_time: 0.1090 memory: 16132 grad_norm: 1.0431 loss: 2.9450 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.9450 2023/07/20 18:25:15 - mmengine - INFO - Epoch(train) [10][6300/9365] lr: 2.5999e-01 eta: 23:09:59 time: 0.5998 data_time: 0.1031 memory: 16132 grad_norm: 1.0678 loss: 2.9373 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9373 2023/07/20 18:25:27 - mmengine - INFO - Epoch(train) [10][6320/9365] lr: 2.5994e-01 eta: 23:09:48 time: 0.6400 data_time: 0.1085 memory: 16132 grad_norm: 1.0357 loss: 2.8944 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.8944 2023/07/20 18:25:40 - mmengine - INFO - Epoch(train) [10][6340/9365] lr: 2.5989e-01 eta: 23:09:35 time: 0.6162 data_time: 0.1061 memory: 16132 grad_norm: 1.0559 loss: 3.0008 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0008 2023/07/20 18:25:52 - mmengine - INFO - Epoch(train) [10][6360/9365] lr: 2.5983e-01 eta: 23:09:23 time: 0.6264 data_time: 0.1034 memory: 16132 grad_norm: 1.0312 loss: 2.9312 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.9312 2023/07/20 18:26:05 - mmengine - INFO - Epoch(train) [10][6380/9365] lr: 2.5978e-01 eta: 23:09:10 time: 0.6137 data_time: 0.1055 memory: 16132 grad_norm: 1.0559 loss: 2.8261 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8261 2023/07/20 18:26:17 - mmengine - INFO - Epoch(train) [10][6400/9365] lr: 2.5973e-01 eta: 23:08:56 time: 0.6084 data_time: 0.1047 memory: 16132 grad_norm: 1.0748 loss: 2.8896 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.8896 2023/07/20 18:26:29 - mmengine - INFO - Epoch(train) [10][6420/9365] lr: 2.5967e-01 eta: 23:08:44 time: 0.6209 data_time: 0.1018 memory: 16132 grad_norm: 1.0815 loss: 2.8896 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8896 2023/07/20 18:26:41 - mmengine - INFO - Epoch(train) [10][6440/9365] lr: 2.5962e-01 eta: 23:08:29 time: 0.5958 data_time: 0.1028 memory: 16132 grad_norm: 1.0564 loss: 2.8590 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8590 2023/07/20 18:26:53 - mmengine - INFO - Epoch(train) [10][6460/9365] lr: 2.5957e-01 eta: 23:08:15 time: 0.6058 data_time: 0.0929 memory: 16132 grad_norm: 1.0714 loss: 3.0806 top1_acc: 0.1875 top5_acc: 0.3438 loss_cls: 3.0806 2023/07/20 18:27:06 - mmengine - INFO - Epoch(train) [10][6480/9365] lr: 2.5951e-01 eta: 23:08:04 time: 0.6435 data_time: 0.1080 memory: 16132 grad_norm: 1.0525 loss: 2.9380 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.9380 2023/07/20 18:27:18 - mmengine - INFO - Epoch(train) [10][6500/9365] lr: 2.5946e-01 eta: 23:07:50 time: 0.6002 data_time: 0.1015 memory: 16132 grad_norm: 1.0668 loss: 2.9146 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9146 2023/07/20 18:27:31 - mmengine - INFO - Epoch(train) [10][6520/9365] lr: 2.5941e-01 eta: 23:07:39 time: 0.6357 data_time: 0.1202 memory: 16132 grad_norm: 1.0457 loss: 2.8703 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8703 2023/07/20 18:27:43 - mmengine - INFO - Epoch(train) [10][6540/9365] lr: 2.5935e-01 eta: 23:07:24 time: 0.5991 data_time: 0.1163 memory: 16132 grad_norm: 1.0594 loss: 2.9166 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9166 2023/07/20 18:27:55 - mmengine - INFO - Epoch(train) [10][6560/9365] lr: 2.5930e-01 eta: 23:07:10 time: 0.6022 data_time: 0.1121 memory: 16132 grad_norm: 1.0549 loss: 3.0035 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 3.0035 2023/07/20 18:28:07 - mmengine - INFO - Epoch(train) [10][6580/9365] lr: 2.5925e-01 eta: 23:06:57 time: 0.6204 data_time: 0.1130 memory: 16132 grad_norm: 1.0526 loss: 2.8460 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8460 2023/07/20 18:28:20 - mmengine - INFO - Epoch(train) [10][6600/9365] lr: 2.5919e-01 eta: 23:06:47 time: 0.6431 data_time: 0.1022 memory: 16132 grad_norm: 1.0413 loss: 2.9638 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9638 2023/07/20 18:28:33 - mmengine - INFO - Epoch(train) [10][6620/9365] lr: 2.5914e-01 eta: 23:06:35 time: 0.6237 data_time: 0.1030 memory: 16132 grad_norm: 1.0587 loss: 2.9814 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 2.9814 2023/07/20 18:28:46 - mmengine - INFO - Epoch(train) [10][6640/9365] lr: 2.5909e-01 eta: 23:06:25 time: 0.6513 data_time: 0.1320 memory: 16132 grad_norm: 1.0855 loss: 2.7909 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.7909 2023/07/20 18:28:58 - mmengine - INFO - Epoch(train) [10][6660/9365] lr: 2.5903e-01 eta: 23:06:10 time: 0.5986 data_time: 0.1043 memory: 16132 grad_norm: 1.0565 loss: 2.9214 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9214 2023/07/20 18:29:10 - mmengine - INFO - Epoch(train) [10][6680/9365] lr: 2.5898e-01 eta: 23:05:56 time: 0.6016 data_time: 0.0965 memory: 16132 grad_norm: 1.0629 loss: 2.8588 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8588 2023/07/20 18:29:23 - mmengine - INFO - Epoch(train) [10][6700/9365] lr: 2.5893e-01 eta: 23:05:47 time: 0.6577 data_time: 0.1040 memory: 16132 grad_norm: 1.0797 loss: 2.9056 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.9056 2023/07/20 18:29:32 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 18:29:35 - mmengine - INFO - Epoch(train) [10][6720/9365] lr: 2.5887e-01 eta: 23:05:34 time: 0.6131 data_time: 0.1142 memory: 16132 grad_norm: 1.0390 loss: 3.0442 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0442 2023/07/20 18:29:48 - mmengine - INFO - Epoch(train) [10][6740/9365] lr: 2.5882e-01 eta: 23:05:23 time: 0.6398 data_time: 0.1084 memory: 16132 grad_norm: 1.0271 loss: 2.9428 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9428 2023/07/20 18:30:00 - mmengine - INFO - Epoch(train) [10][6760/9365] lr: 2.5876e-01 eta: 23:05:10 time: 0.6132 data_time: 0.1137 memory: 16132 grad_norm: 1.0811 loss: 2.9611 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9611 2023/07/20 18:30:13 - mmengine - INFO - Epoch(train) [10][6780/9365] lr: 2.5871e-01 eta: 23:05:01 time: 0.6506 data_time: 0.1018 memory: 16132 grad_norm: 1.0606 loss: 2.8655 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.8655 2023/07/20 18:30:25 - mmengine - INFO - Epoch(train) [10][6800/9365] lr: 2.5866e-01 eta: 23:04:46 time: 0.5946 data_time: 0.1086 memory: 16132 grad_norm: 1.0599 loss: 2.8653 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8653 2023/07/20 18:30:38 - mmengine - INFO - Epoch(train) [10][6820/9365] lr: 2.5860e-01 eta: 23:04:34 time: 0.6332 data_time: 0.1268 memory: 16132 grad_norm: 1.0581 loss: 2.8898 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.8898 2023/07/20 18:30:50 - mmengine - INFO - Epoch(train) [10][6840/9365] lr: 2.5855e-01 eta: 23:04:19 time: 0.5977 data_time: 0.1144 memory: 16132 grad_norm: 1.0488 loss: 2.8615 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8615 2023/07/20 18:31:03 - mmengine - INFO - Epoch(train) [10][6860/9365] lr: 2.5850e-01 eta: 23:04:08 time: 0.6272 data_time: 0.0969 memory: 16132 grad_norm: 1.0461 loss: 2.9390 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.9390 2023/07/20 18:31:15 - mmengine - INFO - Epoch(train) [10][6880/9365] lr: 2.5844e-01 eta: 23:03:57 time: 0.6387 data_time: 0.1225 memory: 16132 grad_norm: 1.0591 loss: 2.9321 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.9321 2023/07/20 18:31:28 - mmengine - INFO - Epoch(train) [10][6900/9365] lr: 2.5839e-01 eta: 23:03:44 time: 0.6154 data_time: 0.1100 memory: 16132 grad_norm: 1.0801 loss: 2.8555 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8555 2023/07/20 18:31:40 - mmengine - INFO - Epoch(train) [10][6920/9365] lr: 2.5834e-01 eta: 23:03:33 time: 0.6332 data_time: 0.1201 memory: 16132 grad_norm: 1.0616 loss: 2.9654 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9654 2023/07/20 18:31:53 - mmengine - INFO - Epoch(train) [10][6940/9365] lr: 2.5828e-01 eta: 23:03:19 time: 0.6139 data_time: 0.1120 memory: 16132 grad_norm: 1.0527 loss: 3.0524 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0524 2023/07/20 18:32:05 - mmengine - INFO - Epoch(train) [10][6960/9365] lr: 2.5823e-01 eta: 23:03:08 time: 0.6332 data_time: 0.0966 memory: 16132 grad_norm: 1.0555 loss: 2.9007 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9007 2023/07/20 18:32:18 - mmengine - INFO - Epoch(train) [10][6980/9365] lr: 2.5818e-01 eta: 23:02:55 time: 0.6110 data_time: 0.1125 memory: 16132 grad_norm: 1.0738 loss: 2.8616 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8616 2023/07/20 18:32:31 - mmengine - INFO - Epoch(train) [10][7000/9365] lr: 2.5812e-01 eta: 23:02:46 time: 0.6609 data_time: 0.1066 memory: 16132 grad_norm: 1.0546 loss: 2.9672 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.9672 2023/07/20 18:32:43 - mmengine - INFO - Epoch(train) [10][7020/9365] lr: 2.5807e-01 eta: 23:02:34 time: 0.6264 data_time: 0.1166 memory: 16132 grad_norm: 1.0327 loss: 2.9183 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.9183 2023/07/20 18:32:55 - mmengine - INFO - Epoch(train) [10][7040/9365] lr: 2.5802e-01 eta: 23:02:19 time: 0.5927 data_time: 0.1228 memory: 16132 grad_norm: 1.0415 loss: 2.9650 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9650 2023/07/20 18:33:08 - mmengine - INFO - Epoch(train) [10][7060/9365] lr: 2.5796e-01 eta: 23:02:06 time: 0.6172 data_time: 0.1043 memory: 16132 grad_norm: 1.0627 loss: 2.8818 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.8818 2023/07/20 18:33:20 - mmengine - INFO - Epoch(train) [10][7080/9365] lr: 2.5791e-01 eta: 23:01:56 time: 0.6405 data_time: 0.1107 memory: 16132 grad_norm: 1.0555 loss: 2.8813 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8813 2023/07/20 18:33:33 - mmengine - INFO - Epoch(train) [10][7100/9365] lr: 2.5786e-01 eta: 23:01:42 time: 0.6148 data_time: 0.1077 memory: 16132 grad_norm: 1.0642 loss: 2.8766 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8766 2023/07/20 18:33:45 - mmengine - INFO - Epoch(train) [10][7120/9365] lr: 2.5780e-01 eta: 23:01:28 time: 0.6070 data_time: 0.1102 memory: 16132 grad_norm: 1.0449 loss: 2.8087 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8087 2023/07/20 18:33:57 - mmengine - INFO - Epoch(train) [10][7140/9365] lr: 2.5775e-01 eta: 23:01:15 time: 0.6137 data_time: 0.1148 memory: 16132 grad_norm: 1.0715 loss: 3.1507 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.1507 2023/07/20 18:34:09 - mmengine - INFO - Epoch(train) [10][7160/9365] lr: 2.5770e-01 eta: 23:01:02 time: 0.6122 data_time: 0.1120 memory: 16132 grad_norm: 1.0604 loss: 2.9772 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9772 2023/07/20 18:34:22 - mmengine - INFO - Epoch(train) [10][7180/9365] lr: 2.5764e-01 eta: 23:00:52 time: 0.6491 data_time: 0.1103 memory: 16132 grad_norm: 1.0365 loss: 2.9006 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9006 2023/07/20 18:34:34 - mmengine - INFO - Epoch(train) [10][7200/9365] lr: 2.5759e-01 eta: 23:00:38 time: 0.5999 data_time: 0.1135 memory: 16132 grad_norm: 1.0502 loss: 2.7997 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.7997 2023/07/20 18:34:47 - mmengine - INFO - Epoch(train) [10][7220/9365] lr: 2.5753e-01 eta: 23:00:25 time: 0.6209 data_time: 0.1055 memory: 16132 grad_norm: 1.0470 loss: 3.0004 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0004 2023/07/20 18:34:59 - mmengine - INFO - Epoch(train) [10][7240/9365] lr: 2.5748e-01 eta: 23:00:13 time: 0.6230 data_time: 0.1106 memory: 16132 grad_norm: 1.0798 loss: 2.8982 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.8982 2023/07/20 18:35:12 - mmengine - INFO - Epoch(train) [10][7260/9365] lr: 2.5743e-01 eta: 23:00:01 time: 0.6280 data_time: 0.0994 memory: 16132 grad_norm: 1.1060 loss: 2.8869 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.8869 2023/07/20 18:35:24 - mmengine - INFO - Epoch(train) [10][7280/9365] lr: 2.5737e-01 eta: 22:59:47 time: 0.6095 data_time: 0.1049 memory: 16132 grad_norm: 1.0524 loss: 2.9102 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.9102 2023/07/20 18:35:37 - mmengine - INFO - Epoch(train) [10][7300/9365] lr: 2.5732e-01 eta: 22:59:36 time: 0.6276 data_time: 0.1191 memory: 16132 grad_norm: 1.0781 loss: 2.8363 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8363 2023/07/20 18:35:49 - mmengine - INFO - Epoch(train) [10][7320/9365] lr: 2.5727e-01 eta: 22:59:23 time: 0.6233 data_time: 0.1017 memory: 16132 grad_norm: 1.0586 loss: 2.9653 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9653 2023/07/20 18:36:02 - mmengine - INFO - Epoch(train) [10][7340/9365] lr: 2.5721e-01 eta: 22:59:11 time: 0.6180 data_time: 0.1170 memory: 16132 grad_norm: 1.0563 loss: 2.9317 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.9317 2023/07/20 18:36:14 - mmengine - INFO - Epoch(train) [10][7360/9365] lr: 2.5716e-01 eta: 22:58:59 time: 0.6339 data_time: 0.1167 memory: 16132 grad_norm: 1.0576 loss: 2.9632 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9632 2023/07/20 18:36:28 - mmengine - INFO - Epoch(train) [10][7380/9365] lr: 2.5711e-01 eta: 22:58:53 time: 0.6820 data_time: 0.1910 memory: 16132 grad_norm: 1.0629 loss: 3.0572 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.0572 2023/07/20 18:36:40 - mmengine - INFO - Epoch(train) [10][7400/9365] lr: 2.5705e-01 eta: 22:58:40 time: 0.6108 data_time: 0.1051 memory: 16132 grad_norm: 1.0601 loss: 2.9636 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.9636 2023/07/20 18:36:53 - mmengine - INFO - Epoch(train) [10][7420/9365] lr: 2.5700e-01 eta: 22:58:27 time: 0.6238 data_time: 0.1039 memory: 16132 grad_norm: 1.0436 loss: 2.9496 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9496 2023/07/20 18:37:05 - mmengine - INFO - Epoch(train) [10][7440/9365] lr: 2.5695e-01 eta: 22:58:15 time: 0.6246 data_time: 0.1091 memory: 16132 grad_norm: 1.0721 loss: 3.0675 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.0675 2023/07/20 18:37:17 - mmengine - INFO - Epoch(train) [10][7460/9365] lr: 2.5689e-01 eta: 22:58:01 time: 0.6023 data_time: 0.1058 memory: 16132 grad_norm: 1.0199 loss: 2.9061 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9061 2023/07/20 18:37:29 - mmengine - INFO - Epoch(train) [10][7480/9365] lr: 2.5684e-01 eta: 22:57:47 time: 0.6054 data_time: 0.1087 memory: 16132 grad_norm: 1.0652 loss: 2.8265 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8265 2023/07/20 18:37:42 - mmengine - INFO - Epoch(train) [10][7500/9365] lr: 2.5678e-01 eta: 22:57:33 time: 0.6066 data_time: 0.0991 memory: 16132 grad_norm: 1.0578 loss: 2.8883 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8883 2023/07/20 18:37:54 - mmengine - INFO - Epoch(train) [10][7520/9365] lr: 2.5673e-01 eta: 22:57:21 time: 0.6261 data_time: 0.1185 memory: 16132 grad_norm: 1.0666 loss: 3.0900 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0900 2023/07/20 18:38:06 - mmengine - INFO - Epoch(train) [10][7540/9365] lr: 2.5668e-01 eta: 22:57:08 time: 0.6143 data_time: 0.1107 memory: 16132 grad_norm: 1.0526 loss: 2.9912 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.9912 2023/07/20 18:38:19 - mmengine - INFO - Epoch(train) [10][7560/9365] lr: 2.5662e-01 eta: 22:56:55 time: 0.6176 data_time: 0.1120 memory: 16132 grad_norm: 1.0533 loss: 2.8906 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8906 2023/07/20 18:38:31 - mmengine - INFO - Epoch(train) [10][7580/9365] lr: 2.5657e-01 eta: 22:56:42 time: 0.6168 data_time: 0.1005 memory: 16132 grad_norm: 1.0563 loss: 2.9658 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.9658 2023/07/20 18:38:43 - mmengine - INFO - Epoch(train) [10][7600/9365] lr: 2.5652e-01 eta: 22:56:29 time: 0.6182 data_time: 0.1207 memory: 16132 grad_norm: 1.0694 loss: 2.8462 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.8462 2023/07/20 18:38:56 - mmengine - INFO - Epoch(train) [10][7620/9365] lr: 2.5646e-01 eta: 22:56:15 time: 0.6062 data_time: 0.1080 memory: 16132 grad_norm: 1.0425 loss: 2.9548 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9548 2023/07/20 18:39:07 - mmengine - INFO - Epoch(train) [10][7640/9365] lr: 2.5641e-01 eta: 22:55:59 time: 0.5814 data_time: 0.0954 memory: 16132 grad_norm: 1.0380 loss: 3.0370 top1_acc: 0.2188 top5_acc: 0.3750 loss_cls: 3.0370 2023/07/20 18:39:20 - mmengine - INFO - Epoch(train) [10][7660/9365] lr: 2.5636e-01 eta: 22:55:46 time: 0.6186 data_time: 0.1020 memory: 16132 grad_norm: 1.0439 loss: 2.8832 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.8832 2023/07/20 18:39:32 - mmengine - INFO - Epoch(train) [10][7680/9365] lr: 2.5630e-01 eta: 22:55:32 time: 0.6047 data_time: 0.1017 memory: 16132 grad_norm: 1.0837 loss: 2.8984 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.8984 2023/07/20 18:39:44 - mmengine - INFO - Epoch(train) [10][7700/9365] lr: 2.5625e-01 eta: 22:55:20 time: 0.6247 data_time: 0.1093 memory: 16132 grad_norm: 1.0776 loss: 2.9314 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.9314 2023/07/20 18:39:53 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 18:39:56 - mmengine - INFO - Epoch(train) [10][7720/9365] lr: 2.5619e-01 eta: 22:55:06 time: 0.6062 data_time: 0.1009 memory: 16132 grad_norm: 1.0801 loss: 3.0765 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0765 2023/07/20 18:40:09 - mmengine - INFO - Epoch(train) [10][7740/9365] lr: 2.5614e-01 eta: 22:54:53 time: 0.6180 data_time: 0.1445 memory: 16132 grad_norm: 1.0714 loss: 2.9207 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 2.9207 2023/07/20 18:40:22 - mmengine - INFO - Epoch(train) [10][7760/9365] lr: 2.5609e-01 eta: 22:54:44 time: 0.6563 data_time: 0.1297 memory: 16132 grad_norm: 1.0414 loss: 2.8219 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8219 2023/07/20 18:40:34 - mmengine - INFO - Epoch(train) [10][7780/9365] lr: 2.5603e-01 eta: 22:54:28 time: 0.5891 data_time: 0.1072 memory: 16132 grad_norm: 1.0722 loss: 3.0321 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0321 2023/07/20 18:40:46 - mmengine - INFO - Epoch(train) [10][7800/9365] lr: 2.5598e-01 eta: 22:54:17 time: 0.6286 data_time: 0.1160 memory: 16132 grad_norm: 1.0464 loss: 3.0520 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.0520 2023/07/20 18:40:58 - mmengine - INFO - Epoch(train) [10][7820/9365] lr: 2.5593e-01 eta: 22:54:02 time: 0.6036 data_time: 0.1219 memory: 16132 grad_norm: 1.0717 loss: 3.0320 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0320 2023/07/20 18:41:10 - mmengine - INFO - Epoch(train) [10][7840/9365] lr: 2.5587e-01 eta: 22:53:48 time: 0.6026 data_time: 0.1163 memory: 16132 grad_norm: 1.0748 loss: 3.1387 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 3.1387 2023/07/20 18:41:23 - mmengine - INFO - Epoch(train) [10][7860/9365] lr: 2.5582e-01 eta: 22:53:35 time: 0.6179 data_time: 0.1056 memory: 16132 grad_norm: 1.0679 loss: 2.9673 top1_acc: 0.4688 top5_acc: 0.5625 loss_cls: 2.9673 2023/07/20 18:41:36 - mmengine - INFO - Epoch(train) [10][7880/9365] lr: 2.5576e-01 eta: 22:53:25 time: 0.6383 data_time: 0.1068 memory: 16132 grad_norm: 1.0452 loss: 2.9229 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.9229 2023/07/20 18:41:48 - mmengine - INFO - Epoch(train) [10][7900/9365] lr: 2.5571e-01 eta: 22:53:09 time: 0.5940 data_time: 0.1129 memory: 16132 grad_norm: 1.0789 loss: 2.9619 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9619 2023/07/20 18:42:00 - mmengine - INFO - Epoch(train) [10][7920/9365] lr: 2.5566e-01 eta: 22:52:59 time: 0.6375 data_time: 0.1048 memory: 16132 grad_norm: 1.0576 loss: 2.8505 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8505 2023/07/20 18:42:13 - mmengine - INFO - Epoch(train) [10][7940/9365] lr: 2.5560e-01 eta: 22:52:45 time: 0.6122 data_time: 0.1030 memory: 16132 grad_norm: 1.0555 loss: 2.9979 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.9979 2023/07/20 18:42:25 - mmengine - INFO - Epoch(train) [10][7960/9365] lr: 2.5555e-01 eta: 22:52:33 time: 0.6257 data_time: 0.1065 memory: 16132 grad_norm: 1.0506 loss: 2.9432 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9432 2023/07/20 18:42:38 - mmengine - INFO - Epoch(train) [10][7980/9365] lr: 2.5550e-01 eta: 22:52:22 time: 0.6293 data_time: 0.1116 memory: 16132 grad_norm: 1.0669 loss: 3.0568 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0568 2023/07/20 18:42:50 - mmengine - INFO - Epoch(train) [10][8000/9365] lr: 2.5544e-01 eta: 22:52:08 time: 0.6058 data_time: 0.1072 memory: 16132 grad_norm: 1.0790 loss: 2.9293 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9293 2023/07/20 18:43:03 - mmengine - INFO - Epoch(train) [10][8020/9365] lr: 2.5539e-01 eta: 22:51:58 time: 0.6492 data_time: 0.1040 memory: 16132 grad_norm: 1.0809 loss: 2.9500 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.9500 2023/07/20 18:43:15 - mmengine - INFO - Epoch(train) [10][8040/9365] lr: 2.5534e-01 eta: 22:51:45 time: 0.6182 data_time: 0.1138 memory: 16132 grad_norm: 1.0335 loss: 2.8910 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8910 2023/07/20 18:43:28 - mmengine - INFO - Epoch(train) [10][8060/9365] lr: 2.5528e-01 eta: 22:51:35 time: 0.6484 data_time: 0.1097 memory: 16132 grad_norm: 1.0685 loss: 2.8791 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.8791 2023/07/20 18:43:40 - mmengine - INFO - Epoch(train) [10][8080/9365] lr: 2.5523e-01 eta: 22:51:22 time: 0.6079 data_time: 0.1185 memory: 16132 grad_norm: 1.0668 loss: 3.0123 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0123 2023/07/20 18:43:53 - mmengine - INFO - Epoch(train) [10][8100/9365] lr: 2.5517e-01 eta: 22:51:09 time: 0.6172 data_time: 0.1104 memory: 16132 grad_norm: 1.0739 loss: 2.9487 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9487 2023/07/20 18:44:05 - mmengine - INFO - Epoch(train) [10][8120/9365] lr: 2.5512e-01 eta: 22:50:57 time: 0.6290 data_time: 0.1220 memory: 16132 grad_norm: 1.0676 loss: 2.9591 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.9591 2023/07/20 18:44:17 - mmengine - INFO - Epoch(train) [10][8140/9365] lr: 2.5507e-01 eta: 22:50:43 time: 0.6003 data_time: 0.1139 memory: 16132 grad_norm: 1.0699 loss: 3.0843 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.0843 2023/07/20 18:44:30 - mmengine - INFO - Epoch(train) [10][8160/9365] lr: 2.5501e-01 eta: 22:50:31 time: 0.6297 data_time: 0.1024 memory: 16132 grad_norm: 1.0674 loss: 2.9567 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9567 2023/07/20 18:44:43 - mmengine - INFO - Epoch(train) [10][8180/9365] lr: 2.5496e-01 eta: 22:50:21 time: 0.6506 data_time: 0.1295 memory: 16132 grad_norm: 1.0534 loss: 2.9512 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.9512 2023/07/20 18:44:55 - mmengine - INFO - Epoch(train) [10][8200/9365] lr: 2.5491e-01 eta: 22:50:08 time: 0.6137 data_time: 0.1107 memory: 16132 grad_norm: 1.0621 loss: 2.9352 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.9352 2023/07/20 18:45:08 - mmengine - INFO - Epoch(train) [10][8220/9365] lr: 2.5485e-01 eta: 22:49:57 time: 0.6322 data_time: 0.1040 memory: 16132 grad_norm: 1.0941 loss: 2.9442 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9442 2023/07/20 18:45:21 - mmengine - INFO - Epoch(train) [10][8240/9365] lr: 2.5480e-01 eta: 22:49:45 time: 0.6291 data_time: 0.1231 memory: 16132 grad_norm: 1.0754 loss: 2.8461 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8461 2023/07/20 18:45:33 - mmengine - INFO - Epoch(train) [10][8260/9365] lr: 2.5474e-01 eta: 22:49:32 time: 0.6136 data_time: 0.1107 memory: 16132 grad_norm: 1.0667 loss: 2.8024 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8024 2023/07/20 18:45:46 - mmengine - INFO - Epoch(train) [10][8280/9365] lr: 2.5469e-01 eta: 22:49:21 time: 0.6367 data_time: 0.1103 memory: 16132 grad_norm: 1.0590 loss: 2.8322 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.8322 2023/07/20 18:45:58 - mmengine - INFO - Epoch(train) [10][8300/9365] lr: 2.5464e-01 eta: 22:49:07 time: 0.6032 data_time: 0.1069 memory: 16132 grad_norm: 1.0834 loss: 2.8282 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.8282 2023/07/20 18:46:10 - mmengine - INFO - Epoch(train) [10][8320/9365] lr: 2.5458e-01 eta: 22:48:55 time: 0.6293 data_time: 0.1036 memory: 16132 grad_norm: 1.0771 loss: 2.8304 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8304 2023/07/20 18:46:23 - mmengine - INFO - Epoch(train) [10][8340/9365] lr: 2.5453e-01 eta: 22:48:43 time: 0.6220 data_time: 0.1087 memory: 16132 grad_norm: 1.0776 loss: 2.9984 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9984 2023/07/20 18:46:35 - mmengine - INFO - Epoch(train) [10][8360/9365] lr: 2.5448e-01 eta: 22:48:29 time: 0.6040 data_time: 0.1056 memory: 16132 grad_norm: 1.0488 loss: 2.9161 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.9161 2023/07/20 18:46:47 - mmengine - INFO - Epoch(train) [10][8380/9365] lr: 2.5442e-01 eta: 22:48:17 time: 0.6279 data_time: 0.0997 memory: 16132 grad_norm: 1.0758 loss: 2.8037 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8037 2023/07/20 18:46:59 - mmengine - INFO - Epoch(train) [10][8400/9365] lr: 2.5437e-01 eta: 22:48:02 time: 0.5985 data_time: 0.1215 memory: 16132 grad_norm: 1.0714 loss: 3.0436 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 3.0436 2023/07/20 18:47:12 - mmengine - INFO - Epoch(train) [10][8420/9365] lr: 2.5431e-01 eta: 22:47:50 time: 0.6243 data_time: 0.1035 memory: 16132 grad_norm: 1.0555 loss: 3.0454 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 3.0454 2023/07/20 18:47:24 - mmengine - INFO - Epoch(train) [10][8440/9365] lr: 2.5426e-01 eta: 22:47:38 time: 0.6258 data_time: 0.1088 memory: 16132 grad_norm: 1.0594 loss: 2.9201 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9201 2023/07/20 18:47:37 - mmengine - INFO - Epoch(train) [10][8460/9365] lr: 2.5421e-01 eta: 22:47:25 time: 0.6189 data_time: 0.1014 memory: 16132 grad_norm: 1.0714 loss: 2.9394 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.9394 2023/07/20 18:47:49 - mmengine - INFO - Epoch(train) [10][8480/9365] lr: 2.5415e-01 eta: 22:47:13 time: 0.6260 data_time: 0.1297 memory: 16132 grad_norm: 1.0663 loss: 2.9976 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.9976 2023/07/20 18:48:01 - mmengine - INFO - Epoch(train) [10][8500/9365] lr: 2.5410e-01 eta: 22:46:58 time: 0.5944 data_time: 0.1172 memory: 16132 grad_norm: 1.0560 loss: 3.0659 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0659 2023/07/20 18:48:14 - mmengine - INFO - Epoch(train) [10][8520/9365] lr: 2.5404e-01 eta: 22:46:45 time: 0.6112 data_time: 0.0984 memory: 16132 grad_norm: 1.0776 loss: 2.8343 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.8343 2023/07/20 18:48:26 - mmengine - INFO - Epoch(train) [10][8540/9365] lr: 2.5399e-01 eta: 22:46:33 time: 0.6296 data_time: 0.1523 memory: 16132 grad_norm: 1.0631 loss: 3.0472 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.0472 2023/07/20 18:48:38 - mmengine - INFO - Epoch(train) [10][8560/9365] lr: 2.5394e-01 eta: 22:46:19 time: 0.6056 data_time: 0.1047 memory: 16132 grad_norm: 1.0643 loss: 2.9716 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9716 2023/07/20 18:48:51 - mmengine - INFO - Epoch(train) [10][8580/9365] lr: 2.5388e-01 eta: 22:46:06 time: 0.6125 data_time: 0.0965 memory: 16132 grad_norm: 1.0498 loss: 2.7731 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.7731 2023/07/20 18:49:03 - mmengine - INFO - Epoch(train) [10][8600/9365] lr: 2.5383e-01 eta: 22:45:52 time: 0.6101 data_time: 0.1046 memory: 16132 grad_norm: 1.0674 loss: 2.8706 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8706 2023/07/20 18:49:15 - mmengine - INFO - Epoch(train) [10][8620/9365] lr: 2.5378e-01 eta: 22:45:41 time: 0.6291 data_time: 0.1038 memory: 16132 grad_norm: 1.0491 loss: 2.9838 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9838 2023/07/20 18:49:28 - mmengine - INFO - Epoch(train) [10][8640/9365] lr: 2.5372e-01 eta: 22:45:28 time: 0.6196 data_time: 0.1170 memory: 16132 grad_norm: 1.0622 loss: 2.9973 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.9973 2023/07/20 18:49:40 - mmengine - INFO - Epoch(train) [10][8660/9365] lr: 2.5367e-01 eta: 22:45:15 time: 0.6152 data_time: 0.0978 memory: 16132 grad_norm: 1.0734 loss: 2.9766 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9766 2023/07/20 18:49:53 - mmengine - INFO - Epoch(train) [10][8680/9365] lr: 2.5361e-01 eta: 22:45:02 time: 0.6195 data_time: 0.1175 memory: 16132 grad_norm: 1.0722 loss: 2.8415 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.8415 2023/07/20 18:50:04 - mmengine - INFO - Epoch(train) [10][8700/9365] lr: 2.5356e-01 eta: 22:44:48 time: 0.5974 data_time: 0.1116 memory: 16132 grad_norm: 1.0503 loss: 2.7430 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.7430 2023/07/20 18:50:14 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 18:50:17 - mmengine - INFO - Epoch(train) [10][8720/9365] lr: 2.5351e-01 eta: 22:44:37 time: 0.6391 data_time: 0.1095 memory: 16132 grad_norm: 1.0710 loss: 2.9140 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 2.9140 2023/07/20 18:50:29 - mmengine - INFO - Epoch(train) [10][8740/9365] lr: 2.5345e-01 eta: 22:44:23 time: 0.6078 data_time: 0.1106 memory: 16132 grad_norm: 1.0827 loss: 2.9605 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9605 2023/07/20 18:50:42 - mmengine - INFO - Epoch(train) [10][8760/9365] lr: 2.5340e-01 eta: 22:44:13 time: 0.6462 data_time: 0.1058 memory: 16132 grad_norm: 1.0694 loss: 2.7899 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7899 2023/07/20 18:50:55 - mmengine - INFO - Epoch(train) [10][8780/9365] lr: 2.5334e-01 eta: 22:43:59 time: 0.6062 data_time: 0.1134 memory: 16132 grad_norm: 1.0446 loss: 3.0612 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.0612 2023/07/20 18:51:07 - mmengine - INFO - Epoch(train) [10][8800/9365] lr: 2.5329e-01 eta: 22:43:48 time: 0.6346 data_time: 0.1473 memory: 16132 grad_norm: 1.0988 loss: 2.8993 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8993 2023/07/20 18:51:20 - mmengine - INFO - Epoch(train) [10][8820/9365] lr: 2.5324e-01 eta: 22:43:36 time: 0.6269 data_time: 0.1118 memory: 16132 grad_norm: 1.0707 loss: 2.8681 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.8681 2023/07/20 18:51:32 - mmengine - INFO - Epoch(train) [10][8840/9365] lr: 2.5318e-01 eta: 22:43:20 time: 0.5840 data_time: 0.0982 memory: 16132 grad_norm: 1.0566 loss: 2.8866 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8866 2023/07/20 18:51:44 - mmengine - INFO - Epoch(train) [10][8860/9365] lr: 2.5313e-01 eta: 22:43:09 time: 0.6382 data_time: 0.0943 memory: 16132 grad_norm: 1.0744 loss: 2.9751 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9751 2023/07/20 18:51:57 - mmengine - INFO - Epoch(train) [10][8880/9365] lr: 2.5307e-01 eta: 22:42:56 time: 0.6142 data_time: 0.1332 memory: 16132 grad_norm: 1.0764 loss: 2.9503 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.9503 2023/07/20 18:52:09 - mmengine - INFO - Epoch(train) [10][8900/9365] lr: 2.5302e-01 eta: 22:42:45 time: 0.6287 data_time: 0.0978 memory: 16132 grad_norm: 1.0368 loss: 2.8054 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8054 2023/07/20 18:52:22 - mmengine - INFO - Epoch(train) [10][8920/9365] lr: 2.5297e-01 eta: 22:42:32 time: 0.6177 data_time: 0.1135 memory: 16132 grad_norm: 1.0607 loss: 2.8983 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8983 2023/07/20 18:52:35 - mmengine - INFO - Epoch(train) [10][8940/9365] lr: 2.5291e-01 eta: 22:42:22 time: 0.6488 data_time: 0.0972 memory: 16132 grad_norm: 1.0617 loss: 2.9467 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.9467 2023/07/20 18:52:47 - mmengine - INFO - Epoch(train) [10][8960/9365] lr: 2.5286e-01 eta: 22:42:09 time: 0.6130 data_time: 0.1119 memory: 16132 grad_norm: 1.0718 loss: 2.9440 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.9440 2023/07/20 18:52:59 - mmengine - INFO - Epoch(train) [10][8980/9365] lr: 2.5281e-01 eta: 22:41:57 time: 0.6254 data_time: 0.1510 memory: 16132 grad_norm: 1.0653 loss: 2.9759 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9759 2023/07/20 18:53:11 - mmengine - INFO - Epoch(train) [10][9000/9365] lr: 2.5275e-01 eta: 22:41:43 time: 0.6062 data_time: 0.1175 memory: 16132 grad_norm: 1.0559 loss: 2.9809 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9809 2023/07/20 18:53:24 - mmengine - INFO - Epoch(train) [10][9020/9365] lr: 2.5270e-01 eta: 22:41:31 time: 0.6323 data_time: 0.1120 memory: 16132 grad_norm: 1.0808 loss: 2.9882 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9882 2023/07/20 18:53:37 - mmengine - INFO - Epoch(train) [10][9040/9365] lr: 2.5264e-01 eta: 22:41:20 time: 0.6325 data_time: 0.1140 memory: 16132 grad_norm: 1.0468 loss: 2.9326 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9326 2023/07/20 18:53:49 - mmengine - INFO - Epoch(train) [10][9060/9365] lr: 2.5259e-01 eta: 22:41:09 time: 0.6319 data_time: 0.1034 memory: 16132 grad_norm: 1.0740 loss: 2.8149 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.8149 2023/07/20 18:54:02 - mmengine - INFO - Epoch(train) [10][9080/9365] lr: 2.5254e-01 eta: 22:40:54 time: 0.6013 data_time: 0.1079 memory: 16132 grad_norm: 1.0820 loss: 3.1102 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.1102 2023/07/20 18:54:14 - mmengine - INFO - Epoch(train) [10][9100/9365] lr: 2.5248e-01 eta: 22:40:40 time: 0.6068 data_time: 0.1073 memory: 16132 grad_norm: 1.0413 loss: 2.8530 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8530 2023/07/20 18:54:26 - mmengine - INFO - Epoch(train) [10][9120/9365] lr: 2.5243e-01 eta: 22:40:28 time: 0.6242 data_time: 0.1165 memory: 16132 grad_norm: 1.0878 loss: 3.0122 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0122 2023/07/20 18:54:39 - mmengine - INFO - Epoch(train) [10][9140/9365] lr: 2.5237e-01 eta: 22:40:16 time: 0.6245 data_time: 0.1268 memory: 16132 grad_norm: 1.0630 loss: 2.9679 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9679 2023/07/20 18:54:51 - mmengine - INFO - Epoch(train) [10][9160/9365] lr: 2.5232e-01 eta: 22:40:04 time: 0.6226 data_time: 0.1158 memory: 16132 grad_norm: 1.0421 loss: 2.9481 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9481 2023/07/20 18:55:04 - mmengine - INFO - Epoch(train) [10][9180/9365] lr: 2.5227e-01 eta: 22:39:53 time: 0.6442 data_time: 0.1059 memory: 16132 grad_norm: 1.0621 loss: 2.8817 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8817 2023/07/20 18:55:17 - mmengine - INFO - Epoch(train) [10][9200/9365] lr: 2.5221e-01 eta: 22:39:43 time: 0.6415 data_time: 0.1105 memory: 16132 grad_norm: 1.0700 loss: 2.9945 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.9945 2023/07/20 18:55:29 - mmengine - INFO - Epoch(train) [10][9220/9365] lr: 2.5216e-01 eta: 22:39:31 time: 0.6261 data_time: 0.1084 memory: 16132 grad_norm: 1.0564 loss: 2.9715 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9715 2023/07/20 18:55:42 - mmengine - INFO - Epoch(train) [10][9240/9365] lr: 2.5210e-01 eta: 22:39:20 time: 0.6389 data_time: 0.1091 memory: 16132 grad_norm: 1.0701 loss: 2.8979 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8979 2023/07/20 18:55:54 - mmengine - INFO - Epoch(train) [10][9260/9365] lr: 2.5205e-01 eta: 22:39:06 time: 0.6079 data_time: 0.1081 memory: 16132 grad_norm: 1.0993 loss: 3.0287 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0287 2023/07/20 18:56:07 - mmengine - INFO - Epoch(train) [10][9280/9365] lr: 2.5200e-01 eta: 22:38:53 time: 0.6141 data_time: 0.0986 memory: 16132 grad_norm: 1.0532 loss: 2.9113 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9113 2023/07/20 18:56:18 - mmengine - INFO - Epoch(train) [10][9300/9365] lr: 2.5194e-01 eta: 22:38:37 time: 0.5849 data_time: 0.1054 memory: 16132 grad_norm: 1.0591 loss: 2.9954 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9954 2023/07/20 18:56:31 - mmengine - INFO - Epoch(train) [10][9320/9365] lr: 2.5189e-01 eta: 22:38:23 time: 0.6030 data_time: 0.1007 memory: 16132 grad_norm: 1.0651 loss: 2.8044 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.8044 2023/07/20 18:56:43 - mmengine - INFO - Epoch(train) [10][9340/9365] lr: 2.5183e-01 eta: 22:38:12 time: 0.6360 data_time: 0.1046 memory: 16132 grad_norm: 1.0516 loss: 2.7882 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 2.7882 2023/07/20 18:56:55 - mmengine - INFO - Epoch(train) [10][9360/9365] lr: 2.5178e-01 eta: 22:37:56 time: 0.5765 data_time: 0.0981 memory: 16132 grad_norm: 1.0668 loss: 2.9640 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.9640 2023/07/20 18:56:57 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 18:56:57 - mmengine - INFO - Epoch(train) [10][9365/9365] lr: 2.5177e-01 eta: 22:37:50 time: 0.5536 data_time: 0.0939 memory: 16132 grad_norm: 1.0813 loss: 3.0063 top1_acc: 0.3750 top5_acc: 0.6667 loss_cls: 3.0063 2023/07/20 18:56:57 - mmengine - INFO - Saving checkpoint at 10 epochs 2023/07/20 18:57:18 - mmengine - INFO - Epoch(val) [10][20/78] eta: 0:00:56 time: 0.9749 data_time: 0.6473 memory: 3721 2023/07/20 18:57:30 - mmengine - INFO - Epoch(val) [10][40/78] eta: 0:00:29 time: 0.5682 data_time: 0.1841 memory: 3721 2023/07/20 18:57:41 - mmengine - INFO - Epoch(val) [10][60/78] eta: 0:00:12 time: 0.5909 data_time: 0.2140 memory: 3721 2023/07/20 18:57:50 - mmengine - INFO - Epoch(val) [10][78/78] acc/top1: 0.2383 acc/top5: 0.4631 acc/mean1: 0.2383 data_time: 0.2835 time: 0.6229 2023/07/20 18:58:12 - mmengine - INFO - Epoch(train) [11][ 20/9365] lr: 2.5171e-01 eta: 22:38:21 time: 1.0834 data_time: 0.3905 memory: 16132 grad_norm: 1.0562 loss: 2.9443 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9443 2023/07/20 18:58:24 - mmengine - INFO - Epoch(train) [11][ 40/9365] lr: 2.5166e-01 eta: 22:38:08 time: 0.6221 data_time: 0.1152 memory: 16132 grad_norm: 1.0511 loss: 2.8263 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.8263 2023/07/20 18:58:37 - mmengine - INFO - Epoch(train) [11][ 60/9365] lr: 2.5160e-01 eta: 22:37:57 time: 0.6387 data_time: 0.1410 memory: 16132 grad_norm: 1.0605 loss: 2.8839 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8839 2023/07/20 18:58:50 - mmengine - INFO - Epoch(train) [11][ 80/9365] lr: 2.5155e-01 eta: 22:37:45 time: 0.6252 data_time: 0.1016 memory: 16132 grad_norm: 1.0968 loss: 2.8757 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 2.8757 2023/07/20 18:59:02 - mmengine - INFO - Epoch(train) [11][ 100/9365] lr: 2.5150e-01 eta: 22:37:32 time: 0.6104 data_time: 0.1088 memory: 16132 grad_norm: 1.0866 loss: 2.8860 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.8860 2023/07/20 18:59:14 - mmengine - INFO - Epoch(train) [11][ 120/9365] lr: 2.5144e-01 eta: 22:37:18 time: 0.6129 data_time: 0.0975 memory: 16132 grad_norm: 1.1051 loss: 3.0525 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0525 2023/07/20 18:59:27 - mmengine - INFO - Epoch(train) [11][ 140/9365] lr: 2.5139e-01 eta: 22:37:06 time: 0.6210 data_time: 0.1142 memory: 16132 grad_norm: 1.0805 loss: 2.8961 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.8961 2023/07/20 18:59:39 - mmengine - INFO - Epoch(train) [11][ 160/9365] lr: 2.5133e-01 eta: 22:36:54 time: 0.6274 data_time: 0.1588 memory: 16132 grad_norm: 1.0718 loss: 3.0001 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0001 2023/07/20 18:59:52 - mmengine - INFO - Epoch(train) [11][ 180/9365] lr: 2.5128e-01 eta: 22:36:42 time: 0.6290 data_time: 0.1292 memory: 16132 grad_norm: 1.0723 loss: 2.9513 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9513 2023/07/20 19:00:04 - mmengine - INFO - Epoch(train) [11][ 200/9365] lr: 2.5123e-01 eta: 22:36:28 time: 0.5979 data_time: 0.1071 memory: 16132 grad_norm: 1.0689 loss: 3.0981 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.0981 2023/07/20 19:00:16 - mmengine - INFO - Epoch(train) [11][ 220/9365] lr: 2.5117e-01 eta: 22:36:13 time: 0.5930 data_time: 0.0952 memory: 16132 grad_norm: 1.0610 loss: 2.9145 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9145 2023/07/20 19:00:28 - mmengine - INFO - Epoch(train) [11][ 240/9365] lr: 2.5112e-01 eta: 22:36:02 time: 0.6416 data_time: 0.1113 memory: 16132 grad_norm: 1.0987 loss: 2.8817 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.8817 2023/07/20 19:00:41 - mmengine - INFO - Epoch(train) [11][ 260/9365] lr: 2.5106e-01 eta: 22:35:48 time: 0.6096 data_time: 0.1189 memory: 16132 grad_norm: 1.0587 loss: 2.8040 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.8040 2023/07/20 19:00:53 - mmengine - INFO - Epoch(train) [11][ 280/9365] lr: 2.5101e-01 eta: 22:35:36 time: 0.6179 data_time: 0.1355 memory: 16132 grad_norm: 1.0740 loss: 2.9262 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.9262 2023/07/20 19:01:05 - mmengine - INFO - Epoch(train) [11][ 300/9365] lr: 2.5096e-01 eta: 22:35:22 time: 0.6086 data_time: 0.1145 memory: 16132 grad_norm: 1.0900 loss: 2.8178 top1_acc: 0.4688 top5_acc: 0.5625 loss_cls: 2.8178 2023/07/20 19:01:18 - mmengine - INFO - Epoch(train) [11][ 320/9365] lr: 2.5090e-01 eta: 22:35:09 time: 0.6205 data_time: 0.1021 memory: 16132 grad_norm: 1.0694 loss: 2.9197 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.9197 2023/07/20 19:01:30 - mmengine - INFO - Epoch(train) [11][ 340/9365] lr: 2.5085e-01 eta: 22:34:55 time: 0.5975 data_time: 0.1046 memory: 16132 grad_norm: 1.0467 loss: 2.8561 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8561 2023/07/20 19:01:35 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 19:01:42 - mmengine - INFO - Epoch(train) [11][ 360/9365] lr: 2.5079e-01 eta: 22:34:41 time: 0.6117 data_time: 0.1038 memory: 16132 grad_norm: 1.0920 loss: 2.8084 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.8084 2023/07/20 19:01:54 - mmengine - INFO - Epoch(train) [11][ 380/9365] lr: 2.5074e-01 eta: 22:34:26 time: 0.5902 data_time: 0.1126 memory: 16132 grad_norm: 1.0645 loss: 2.9523 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.9523 2023/07/20 19:02:06 - mmengine - INFO - Epoch(train) [11][ 400/9365] lr: 2.5069e-01 eta: 22:34:14 time: 0.6279 data_time: 0.1165 memory: 16132 grad_norm: 1.0711 loss: 2.8832 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.8832 2023/07/20 19:02:19 - mmengine - INFO - Epoch(train) [11][ 420/9365] lr: 2.5063e-01 eta: 22:34:02 time: 0.6180 data_time: 0.1035 memory: 16132 grad_norm: 1.0717 loss: 2.8623 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8623 2023/07/20 19:02:31 - mmengine - INFO - Epoch(train) [11][ 440/9365] lr: 2.5058e-01 eta: 22:33:48 time: 0.6043 data_time: 0.1038 memory: 16132 grad_norm: 1.0791 loss: 2.8469 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8469 2023/07/20 19:02:43 - mmengine - INFO - Epoch(train) [11][ 460/9365] lr: 2.5052e-01 eta: 22:33:33 time: 0.6019 data_time: 0.1062 memory: 16132 grad_norm: 1.0799 loss: 2.9255 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9255 2023/07/20 19:02:56 - mmengine - INFO - Epoch(train) [11][ 480/9365] lr: 2.5047e-01 eta: 22:33:23 time: 0.6415 data_time: 0.1121 memory: 16132 grad_norm: 1.0786 loss: 2.8332 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8332 2023/07/20 19:03:08 - mmengine - INFO - Epoch(train) [11][ 500/9365] lr: 2.5042e-01 eta: 22:33:10 time: 0.6197 data_time: 0.1096 memory: 16132 grad_norm: 1.0800 loss: 2.8888 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8888 2023/07/20 19:03:21 - mmengine - INFO - Epoch(train) [11][ 520/9365] lr: 2.5036e-01 eta: 22:32:59 time: 0.6338 data_time: 0.1228 memory: 16132 grad_norm: 1.0857 loss: 2.8988 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8988 2023/07/20 19:03:33 - mmengine - INFO - Epoch(train) [11][ 540/9365] lr: 2.5031e-01 eta: 22:32:45 time: 0.6087 data_time: 0.1031 memory: 16132 grad_norm: 1.0886 loss: 3.0841 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0841 2023/07/20 19:03:45 - mmengine - INFO - Epoch(train) [11][ 560/9365] lr: 2.5025e-01 eta: 22:32:32 time: 0.6149 data_time: 0.1088 memory: 16132 grad_norm: 1.0697 loss: 2.9712 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.9712 2023/07/20 19:03:57 - mmengine - INFO - Epoch(train) [11][ 580/9365] lr: 2.5020e-01 eta: 22:32:18 time: 0.6083 data_time: 0.1035 memory: 16132 grad_norm: 1.0493 loss: 3.0085 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0085 2023/07/20 19:04:10 - mmengine - INFO - Epoch(train) [11][ 600/9365] lr: 2.5014e-01 eta: 22:32:07 time: 0.6321 data_time: 0.1158 memory: 16132 grad_norm: 1.0586 loss: 2.9436 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9436 2023/07/20 19:04:23 - mmengine - INFO - Epoch(train) [11][ 620/9365] lr: 2.5009e-01 eta: 22:31:56 time: 0.6367 data_time: 0.1057 memory: 16132 grad_norm: 1.0814 loss: 2.9417 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9417 2023/07/20 19:04:35 - mmengine - INFO - Epoch(train) [11][ 640/9365] lr: 2.5004e-01 eta: 22:31:41 time: 0.5981 data_time: 0.1122 memory: 16132 grad_norm: 1.0773 loss: 3.0276 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0276 2023/07/20 19:04:48 - mmengine - INFO - Epoch(train) [11][ 660/9365] lr: 2.4998e-01 eta: 22:31:30 time: 0.6357 data_time: 0.1136 memory: 16132 grad_norm: 1.0771 loss: 2.9471 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.9471 2023/07/20 19:05:00 - mmengine - INFO - Epoch(train) [11][ 680/9365] lr: 2.4993e-01 eta: 22:31:17 time: 0.6182 data_time: 0.1016 memory: 16132 grad_norm: 1.0764 loss: 2.9686 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.9686 2023/07/20 19:05:12 - mmengine - INFO - Epoch(train) [11][ 700/9365] lr: 2.4987e-01 eta: 22:31:05 time: 0.6206 data_time: 0.1068 memory: 16132 grad_norm: 1.0805 loss: 2.8856 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.8856 2023/07/20 19:05:24 - mmengine - INFO - Epoch(train) [11][ 720/9365] lr: 2.4982e-01 eta: 22:30:50 time: 0.5924 data_time: 0.1065 memory: 16132 grad_norm: 1.0571 loss: 2.9588 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.9588 2023/07/20 19:05:37 - mmengine - INFO - Epoch(train) [11][ 740/9365] lr: 2.4977e-01 eta: 22:30:37 time: 0.6200 data_time: 0.1080 memory: 16132 grad_norm: 1.0677 loss: 3.0116 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0116 2023/07/20 19:05:49 - mmengine - INFO - Epoch(train) [11][ 760/9365] lr: 2.4971e-01 eta: 22:30:23 time: 0.6023 data_time: 0.1147 memory: 16132 grad_norm: 1.0820 loss: 2.8910 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.8910 2023/07/20 19:06:01 - mmengine - INFO - Epoch(train) [11][ 780/9365] lr: 2.4966e-01 eta: 22:30:11 time: 0.6274 data_time: 0.1118 memory: 16132 grad_norm: 1.0788 loss: 2.9242 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 2.9242 2023/07/20 19:06:14 - mmengine - INFO - Epoch(train) [11][ 800/9365] lr: 2.4960e-01 eta: 22:29:59 time: 0.6211 data_time: 0.1050 memory: 16132 grad_norm: 1.0653 loss: 2.8212 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.8212 2023/07/20 19:06:26 - mmengine - INFO - Epoch(train) [11][ 820/9365] lr: 2.4955e-01 eta: 22:29:46 time: 0.6203 data_time: 0.1255 memory: 16132 grad_norm: 1.0959 loss: 2.8837 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.8837 2023/07/20 19:06:38 - mmengine - INFO - Epoch(train) [11][ 840/9365] lr: 2.4949e-01 eta: 22:29:33 time: 0.6125 data_time: 0.1041 memory: 16132 grad_norm: 1.0496 loss: 2.8505 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.8505 2023/07/20 19:06:51 - mmengine - INFO - Epoch(train) [11][ 860/9365] lr: 2.4944e-01 eta: 22:29:20 time: 0.6134 data_time: 0.1092 memory: 16132 grad_norm: 1.0651 loss: 2.9010 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9010 2023/07/20 19:07:03 - mmengine - INFO - Epoch(train) [11][ 880/9365] lr: 2.4939e-01 eta: 22:29:06 time: 0.6030 data_time: 0.1054 memory: 16132 grad_norm: 1.0789 loss: 2.9040 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.9040 2023/07/20 19:07:15 - mmengine - INFO - Epoch(train) [11][ 900/9365] lr: 2.4933e-01 eta: 22:28:53 time: 0.6140 data_time: 0.1105 memory: 16132 grad_norm: 1.0679 loss: 2.8039 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.8039 2023/07/20 19:07:27 - mmengine - INFO - Epoch(train) [11][ 920/9365] lr: 2.4928e-01 eta: 22:28:39 time: 0.6086 data_time: 0.0972 memory: 16132 grad_norm: 1.1073 loss: 3.0135 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0135 2023/07/20 19:07:39 - mmengine - INFO - Epoch(train) [11][ 940/9365] lr: 2.4922e-01 eta: 22:28:25 time: 0.6073 data_time: 0.1131 memory: 16132 grad_norm: 1.0658 loss: 2.8262 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.8262 2023/07/20 19:07:52 - mmengine - INFO - Epoch(train) [11][ 960/9365] lr: 2.4917e-01 eta: 22:28:11 time: 0.6012 data_time: 0.0998 memory: 16132 grad_norm: 1.0613 loss: 2.8684 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 2.8684 2023/07/20 19:08:04 - mmengine - INFO - Epoch(train) [11][ 980/9365] lr: 2.4912e-01 eta: 22:27:58 time: 0.6176 data_time: 0.1058 memory: 16132 grad_norm: 1.0649 loss: 2.9329 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9329 2023/07/20 19:08:16 - mmengine - INFO - Epoch(train) [11][1000/9365] lr: 2.4906e-01 eta: 22:27:46 time: 0.6286 data_time: 0.0997 memory: 16132 grad_norm: 1.0788 loss: 2.9155 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9155 2023/07/20 19:08:29 - mmengine - INFO - Epoch(train) [11][1020/9365] lr: 2.4901e-01 eta: 22:27:35 time: 0.6332 data_time: 0.1096 memory: 16132 grad_norm: 1.0974 loss: 2.8510 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8510 2023/07/20 19:08:42 - mmengine - INFO - Epoch(train) [11][1040/9365] lr: 2.4895e-01 eta: 22:27:24 time: 0.6397 data_time: 0.1069 memory: 16132 grad_norm: 1.0786 loss: 3.0525 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 3.0525 2023/07/20 19:08:54 - mmengine - INFO - Epoch(train) [11][1060/9365] lr: 2.4890e-01 eta: 22:27:10 time: 0.5964 data_time: 0.1142 memory: 16132 grad_norm: 1.0674 loss: 2.8893 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8893 2023/07/20 19:09:06 - mmengine - INFO - Epoch(train) [11][1080/9365] lr: 2.4884e-01 eta: 22:26:57 time: 0.6207 data_time: 0.1019 memory: 16132 grad_norm: 1.0904 loss: 2.8827 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8827 2023/07/20 19:09:19 - mmengine - INFO - Epoch(train) [11][1100/9365] lr: 2.4879e-01 eta: 22:26:46 time: 0.6351 data_time: 0.1121 memory: 16132 grad_norm: 1.0931 loss: 3.1202 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.1202 2023/07/20 19:09:32 - mmengine - INFO - Epoch(train) [11][1120/9365] lr: 2.4874e-01 eta: 22:26:34 time: 0.6324 data_time: 0.1046 memory: 16132 grad_norm: 1.0532 loss: 2.9311 top1_acc: 0.1562 top5_acc: 0.6562 loss_cls: 2.9311 2023/07/20 19:09:44 - mmengine - INFO - Epoch(train) [11][1140/9365] lr: 2.4868e-01 eta: 22:26:21 time: 0.6165 data_time: 0.1229 memory: 16132 grad_norm: 1.0844 loss: 2.9900 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9900 2023/07/20 19:09:57 - mmengine - INFO - Epoch(train) [11][1160/9365] lr: 2.4863e-01 eta: 22:26:11 time: 0.6412 data_time: 0.1047 memory: 16132 grad_norm: 1.1019 loss: 2.7745 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.7745 2023/07/20 19:10:09 - mmengine - INFO - Epoch(train) [11][1180/9365] lr: 2.4857e-01 eta: 22:25:59 time: 0.6262 data_time: 0.1050 memory: 16132 grad_norm: 1.0608 loss: 2.9637 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.9637 2023/07/20 19:10:21 - mmengine - INFO - Epoch(train) [11][1200/9365] lr: 2.4852e-01 eta: 22:25:43 time: 0.5873 data_time: 0.1116 memory: 16132 grad_norm: 1.0910 loss: 3.0373 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0373 2023/07/20 19:10:34 - mmengine - INFO - Epoch(train) [11][1220/9365] lr: 2.4846e-01 eta: 22:25:32 time: 0.6360 data_time: 0.1086 memory: 16132 grad_norm: 1.0657 loss: 2.8208 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8208 2023/07/20 19:10:46 - mmengine - INFO - Epoch(train) [11][1240/9365] lr: 2.4841e-01 eta: 22:25:17 time: 0.5937 data_time: 0.1091 memory: 16132 grad_norm: 1.0762 loss: 2.8170 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8170 2023/07/20 19:10:58 - mmengine - INFO - Epoch(train) [11][1260/9365] lr: 2.4836e-01 eta: 22:25:05 time: 0.6295 data_time: 0.1013 memory: 16132 grad_norm: 1.1001 loss: 2.9318 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9318 2023/07/20 19:11:11 - mmengine - INFO - Epoch(train) [11][1280/9365] lr: 2.4830e-01 eta: 22:24:53 time: 0.6264 data_time: 0.1218 memory: 16132 grad_norm: 1.0694 loss: 2.9796 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9796 2023/07/20 19:11:24 - mmengine - INFO - Epoch(train) [11][1300/9365] lr: 2.4825e-01 eta: 22:24:42 time: 0.6313 data_time: 0.1095 memory: 16132 grad_norm: 1.0782 loss: 3.0063 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0063 2023/07/20 19:11:36 - mmengine - INFO - Epoch(train) [11][1320/9365] lr: 2.4819e-01 eta: 22:24:28 time: 0.5997 data_time: 0.0975 memory: 16132 grad_norm: 1.0668 loss: 3.0382 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0382 2023/07/20 19:11:48 - mmengine - INFO - Epoch(train) [11][1340/9365] lr: 2.4814e-01 eta: 22:24:13 time: 0.6011 data_time: 0.1068 memory: 16132 grad_norm: 1.0788 loss: 2.8924 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.8924 2023/07/20 19:11:54 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 19:12:00 - mmengine - INFO - Epoch(train) [11][1360/9365] lr: 2.4809e-01 eta: 22:24:00 time: 0.6100 data_time: 0.1094 memory: 16132 grad_norm: 1.0628 loss: 2.8003 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8003 2023/07/20 19:12:12 - mmengine - INFO - Epoch(train) [11][1380/9365] lr: 2.4803e-01 eta: 22:23:46 time: 0.6096 data_time: 0.0974 memory: 16132 grad_norm: 1.0803 loss: 2.9095 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.9095 2023/07/20 19:12:24 - mmengine - INFO - Epoch(train) [11][1400/9365] lr: 2.4798e-01 eta: 22:23:33 time: 0.6083 data_time: 0.1223 memory: 16132 grad_norm: 1.0583 loss: 2.8182 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8182 2023/07/20 19:12:37 - mmengine - INFO - Epoch(train) [11][1420/9365] lr: 2.4792e-01 eta: 22:23:22 time: 0.6348 data_time: 0.0997 memory: 16132 grad_norm: 1.0645 loss: 2.9694 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.9694 2023/07/20 19:12:49 - mmengine - INFO - Epoch(train) [11][1440/9365] lr: 2.4787e-01 eta: 22:23:08 time: 0.6035 data_time: 0.1133 memory: 16132 grad_norm: 1.0904 loss: 2.8459 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8459 2023/07/20 19:13:02 - mmengine - INFO - Epoch(train) [11][1460/9365] lr: 2.4781e-01 eta: 22:22:56 time: 0.6339 data_time: 0.1021 memory: 16132 grad_norm: 1.0801 loss: 2.9236 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9236 2023/07/20 19:13:14 - mmengine - INFO - Epoch(train) [11][1480/9365] lr: 2.4776e-01 eta: 22:22:43 time: 0.6129 data_time: 0.1084 memory: 16132 grad_norm: 1.0706 loss: 2.8168 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8168 2023/07/20 19:13:27 - mmengine - INFO - Epoch(train) [11][1500/9365] lr: 2.4771e-01 eta: 22:22:30 time: 0.6194 data_time: 0.1105 memory: 16132 grad_norm: 1.0690 loss: 2.9417 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.9417 2023/07/20 19:13:40 - mmengine - INFO - Epoch(train) [11][1520/9365] lr: 2.4765e-01 eta: 22:22:21 time: 0.6516 data_time: 0.1003 memory: 16132 grad_norm: 1.0919 loss: 2.8732 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.8732 2023/07/20 19:13:52 - mmengine - INFO - Epoch(train) [11][1540/9365] lr: 2.4760e-01 eta: 22:22:07 time: 0.6101 data_time: 0.1163 memory: 16132 grad_norm: 1.0868 loss: 2.9546 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9546 2023/07/20 19:14:04 - mmengine - INFO - Epoch(train) [11][1560/9365] lr: 2.4754e-01 eta: 22:21:54 time: 0.6095 data_time: 0.1066 memory: 16132 grad_norm: 1.0571 loss: 3.0706 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0706 2023/07/20 19:14:16 - mmengine - INFO - Epoch(train) [11][1580/9365] lr: 2.4749e-01 eta: 22:21:41 time: 0.6224 data_time: 0.1176 memory: 16132 grad_norm: 1.0670 loss: 2.8749 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8749 2023/07/20 19:14:29 - mmengine - INFO - Epoch(train) [11][1600/9365] lr: 2.4743e-01 eta: 22:21:29 time: 0.6246 data_time: 0.1082 memory: 16132 grad_norm: 1.0879 loss: 2.9598 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.9598 2023/07/20 19:14:42 - mmengine - INFO - Epoch(train) [11][1620/9365] lr: 2.4738e-01 eta: 22:21:20 time: 0.6585 data_time: 0.1118 memory: 16132 grad_norm: 1.0678 loss: 2.7986 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7986 2023/07/20 19:14:55 - mmengine - INFO - Epoch(train) [11][1640/9365] lr: 2.4732e-01 eta: 22:21:08 time: 0.6256 data_time: 0.1232 memory: 16132 grad_norm: 1.0634 loss: 2.9788 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.9788 2023/07/20 19:15:07 - mmengine - INFO - Epoch(train) [11][1660/9365] lr: 2.4727e-01 eta: 22:20:55 time: 0.6189 data_time: 0.1213 memory: 16132 grad_norm: 1.0818 loss: 2.8848 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.8848 2023/07/20 19:15:19 - mmengine - INFO - Epoch(train) [11][1680/9365] lr: 2.4722e-01 eta: 22:20:43 time: 0.6204 data_time: 0.1089 memory: 16132 grad_norm: 1.0914 loss: 2.8416 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8416 2023/07/20 19:15:31 - mmengine - INFO - Epoch(train) [11][1700/9365] lr: 2.4716e-01 eta: 22:20:28 time: 0.5969 data_time: 0.1098 memory: 16132 grad_norm: 1.0788 loss: 2.9738 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.9738 2023/07/20 19:15:44 - mmengine - INFO - Epoch(train) [11][1720/9365] lr: 2.4711e-01 eta: 22:20:18 time: 0.6424 data_time: 0.1131 memory: 16132 grad_norm: 1.0971 loss: 2.9717 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.9717 2023/07/20 19:15:56 - mmengine - INFO - Epoch(train) [11][1740/9365] lr: 2.4705e-01 eta: 22:20:03 time: 0.5946 data_time: 0.1170 memory: 16132 grad_norm: 1.0815 loss: 2.9790 top1_acc: 0.5312 top5_acc: 0.6250 loss_cls: 2.9790 2023/07/20 19:16:09 - mmengine - INFO - Epoch(train) [11][1760/9365] lr: 2.4700e-01 eta: 22:19:52 time: 0.6364 data_time: 0.1225 memory: 16132 grad_norm: 1.0646 loss: 2.9656 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.9656 2023/07/20 19:16:21 - mmengine - INFO - Epoch(train) [11][1780/9365] lr: 2.4694e-01 eta: 22:19:38 time: 0.6059 data_time: 0.1196 memory: 16132 grad_norm: 1.0864 loss: 2.9319 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9319 2023/07/20 19:16:34 - mmengine - INFO - Epoch(train) [11][1800/9365] lr: 2.4689e-01 eta: 22:19:26 time: 0.6334 data_time: 0.1094 memory: 16132 grad_norm: 1.0777 loss: 2.7280 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7280 2023/07/20 19:16:46 - mmengine - INFO - Epoch(train) [11][1820/9365] lr: 2.4684e-01 eta: 22:19:15 time: 0.6320 data_time: 0.1087 memory: 16132 grad_norm: 1.1088 loss: 2.9215 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.9215 2023/07/20 19:16:59 - mmengine - INFO - Epoch(train) [11][1840/9365] lr: 2.4678e-01 eta: 22:19:04 time: 0.6334 data_time: 0.1016 memory: 16132 grad_norm: 1.0886 loss: 2.8954 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8954 2023/07/20 19:17:12 - mmengine - INFO - Epoch(train) [11][1860/9365] lr: 2.4673e-01 eta: 22:18:54 time: 0.6493 data_time: 0.1072 memory: 16132 grad_norm: 1.0721 loss: 2.8802 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.8802 2023/07/20 19:17:24 - mmengine - INFO - Epoch(train) [11][1880/9365] lr: 2.4667e-01 eta: 22:18:40 time: 0.6053 data_time: 0.1116 memory: 16132 grad_norm: 1.0972 loss: 2.7458 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.7458 2023/07/20 19:17:37 - mmengine - INFO - Epoch(train) [11][1900/9365] lr: 2.4662e-01 eta: 22:18:27 time: 0.6165 data_time: 0.1079 memory: 16132 grad_norm: 1.0986 loss: 3.0361 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0361 2023/07/20 19:17:49 - mmengine - INFO - Epoch(train) [11][1920/9365] lr: 2.4656e-01 eta: 22:18:16 time: 0.6347 data_time: 0.1338 memory: 16132 grad_norm: 1.0825 loss: 2.8724 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8724 2023/07/20 19:18:01 - mmengine - INFO - Epoch(train) [11][1940/9365] lr: 2.4651e-01 eta: 22:18:00 time: 0.5865 data_time: 0.1113 memory: 16132 grad_norm: 1.0848 loss: 2.9955 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9955 2023/07/20 19:18:14 - mmengine - INFO - Epoch(train) [11][1960/9365] lr: 2.4646e-01 eta: 22:17:49 time: 0.6362 data_time: 0.0980 memory: 16132 grad_norm: 1.0975 loss: 2.9777 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.9777 2023/07/20 19:18:27 - mmengine - INFO - Epoch(train) [11][1980/9365] lr: 2.4640e-01 eta: 22:17:38 time: 0.6403 data_time: 0.1101 memory: 16132 grad_norm: 1.0579 loss: 2.8934 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.8934 2023/07/20 19:18:39 - mmengine - INFO - Epoch(train) [11][2000/9365] lr: 2.4635e-01 eta: 22:17:24 time: 0.6072 data_time: 0.1155 memory: 16132 grad_norm: 1.0776 loss: 3.0011 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.0011 2023/07/20 19:18:52 - mmengine - INFO - Epoch(train) [11][2020/9365] lr: 2.4629e-01 eta: 22:17:13 time: 0.6372 data_time: 0.1212 memory: 16132 grad_norm: 1.0763 loss: 2.7881 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.7881 2023/07/20 19:19:04 - mmengine - INFO - Epoch(train) [11][2040/9365] lr: 2.4624e-01 eta: 22:17:01 time: 0.6193 data_time: 0.1066 memory: 16132 grad_norm: 1.0948 loss: 2.9406 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9406 2023/07/20 19:19:16 - mmengine - INFO - Epoch(train) [11][2060/9365] lr: 2.4618e-01 eta: 22:16:47 time: 0.6031 data_time: 0.1048 memory: 16132 grad_norm: 1.0742 loss: 3.0045 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0045 2023/07/20 19:19:28 - mmengine - INFO - Epoch(train) [11][2080/9365] lr: 2.4613e-01 eta: 22:16:33 time: 0.6011 data_time: 0.1141 memory: 16132 grad_norm: 1.0915 loss: 2.8565 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8565 2023/07/20 19:19:41 - mmengine - INFO - Epoch(train) [11][2100/9365] lr: 2.4607e-01 eta: 22:16:20 time: 0.6208 data_time: 0.1040 memory: 16132 grad_norm: 1.1043 loss: 2.8655 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8655 2023/07/20 19:19:53 - mmengine - INFO - Epoch(train) [11][2120/9365] lr: 2.4602e-01 eta: 22:16:09 time: 0.6398 data_time: 0.1190 memory: 16132 grad_norm: 1.1009 loss: 2.9868 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.9868 2023/07/20 19:20:06 - mmengine - INFO - Epoch(train) [11][2140/9365] lr: 2.4597e-01 eta: 22:15:58 time: 0.6386 data_time: 0.1269 memory: 16132 grad_norm: 1.0869 loss: 2.9672 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 2.9672 2023/07/20 19:20:18 - mmengine - INFO - Epoch(train) [11][2160/9365] lr: 2.4591e-01 eta: 22:15:45 time: 0.6111 data_time: 0.1155 memory: 16132 grad_norm: 1.0932 loss: 2.8541 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.8541 2023/07/20 19:20:31 - mmengine - INFO - Epoch(train) [11][2180/9365] lr: 2.4586e-01 eta: 22:15:32 time: 0.6193 data_time: 0.1358 memory: 16132 grad_norm: 1.0725 loss: 3.0401 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.0401 2023/07/20 19:20:43 - mmengine - INFO - Epoch(train) [11][2200/9365] lr: 2.4580e-01 eta: 22:15:18 time: 0.6049 data_time: 0.1066 memory: 16132 grad_norm: 1.0877 loss: 2.7680 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7680 2023/07/20 19:20:55 - mmengine - INFO - Epoch(train) [11][2220/9365] lr: 2.4575e-01 eta: 22:15:05 time: 0.6083 data_time: 0.0962 memory: 16132 grad_norm: 1.0842 loss: 2.9276 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.9276 2023/07/20 19:21:08 - mmengine - INFO - Epoch(train) [11][2240/9365] lr: 2.4569e-01 eta: 22:14:55 time: 0.6558 data_time: 0.1009 memory: 16132 grad_norm: 1.0928 loss: 2.9308 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.9308 2023/07/20 19:21:20 - mmengine - INFO - Epoch(train) [11][2260/9365] lr: 2.4564e-01 eta: 22:14:42 time: 0.6079 data_time: 0.1203 memory: 16132 grad_norm: 1.0669 loss: 2.9961 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.9961 2023/07/20 19:21:33 - mmengine - INFO - Epoch(train) [11][2280/9365] lr: 2.4558e-01 eta: 22:14:32 time: 0.6497 data_time: 0.1103 memory: 16132 grad_norm: 1.0759 loss: 2.8043 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.8043 2023/07/20 19:21:45 - mmengine - INFO - Epoch(train) [11][2300/9365] lr: 2.4553e-01 eta: 22:14:17 time: 0.5983 data_time: 0.1108 memory: 16132 grad_norm: 1.0708 loss: 2.8468 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8468 2023/07/20 19:21:58 - mmengine - INFO - Epoch(train) [11][2320/9365] lr: 2.4548e-01 eta: 22:14:06 time: 0.6338 data_time: 0.1006 memory: 16132 grad_norm: 1.0821 loss: 2.9133 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9133 2023/07/20 19:22:11 - mmengine - INFO - Epoch(train) [11][2340/9365] lr: 2.4542e-01 eta: 22:13:54 time: 0.6304 data_time: 0.0958 memory: 16132 grad_norm: 1.0637 loss: 2.9084 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 2.9084 2023/07/20 19:22:17 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 19:22:23 - mmengine - INFO - Epoch(train) [11][2360/9365] lr: 2.4537e-01 eta: 22:13:42 time: 0.6222 data_time: 0.1133 memory: 16132 grad_norm: 1.0938 loss: 2.9755 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.9755 2023/07/20 19:22:36 - mmengine - INFO - Epoch(train) [11][2380/9365] lr: 2.4531e-01 eta: 22:13:32 time: 0.6523 data_time: 0.1103 memory: 16132 grad_norm: 1.0744 loss: 3.0030 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 3.0030 2023/07/20 19:22:48 - mmengine - INFO - Epoch(train) [11][2400/9365] lr: 2.4526e-01 eta: 22:13:18 time: 0.6046 data_time: 0.1088 memory: 16132 grad_norm: 1.0662 loss: 2.7580 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.7580 2023/07/20 19:23:00 - mmengine - INFO - Epoch(train) [11][2420/9365] lr: 2.4520e-01 eta: 22:13:03 time: 0.5918 data_time: 0.1065 memory: 16132 grad_norm: 1.0774 loss: 2.8024 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8024 2023/07/20 19:23:13 - mmengine - INFO - Epoch(train) [11][2440/9365] lr: 2.4515e-01 eta: 22:12:50 time: 0.6178 data_time: 0.1164 memory: 16132 grad_norm: 1.0796 loss: 2.8324 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8324 2023/07/20 19:23:25 - mmengine - INFO - Epoch(train) [11][2460/9365] lr: 2.4509e-01 eta: 22:12:38 time: 0.6184 data_time: 0.1021 memory: 16132 grad_norm: 1.0617 loss: 3.0231 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 3.0231 2023/07/20 19:23:37 - mmengine - INFO - Epoch(train) [11][2480/9365] lr: 2.4504e-01 eta: 22:12:24 time: 0.6008 data_time: 0.1014 memory: 16132 grad_norm: 1.0757 loss: 2.9427 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9427 2023/07/20 19:23:49 - mmengine - INFO - Epoch(train) [11][2500/9365] lr: 2.4499e-01 eta: 22:12:10 time: 0.6033 data_time: 0.1017 memory: 16132 grad_norm: 1.0916 loss: 2.9871 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.9871 2023/07/20 19:24:02 - mmengine - INFO - Epoch(train) [11][2520/9365] lr: 2.4493e-01 eta: 22:11:57 time: 0.6199 data_time: 0.1318 memory: 16132 grad_norm: 1.0907 loss: 2.9392 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.9392 2023/07/20 19:24:14 - mmengine - INFO - Epoch(train) [11][2540/9365] lr: 2.4488e-01 eta: 22:11:45 time: 0.6311 data_time: 0.1066 memory: 16132 grad_norm: 1.0899 loss: 2.8913 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.8913 2023/07/20 19:24:27 - mmengine - INFO - Epoch(train) [11][2560/9365] lr: 2.4482e-01 eta: 22:11:33 time: 0.6182 data_time: 0.1313 memory: 16132 grad_norm: 1.0734 loss: 2.9821 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9821 2023/07/20 19:24:39 - mmengine - INFO - Epoch(train) [11][2580/9365] lr: 2.4477e-01 eta: 22:11:21 time: 0.6263 data_time: 0.1139 memory: 16132 grad_norm: 1.0826 loss: 2.8854 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 2.8854 2023/07/20 19:24:51 - mmengine - INFO - Epoch(train) [11][2600/9365] lr: 2.4471e-01 eta: 22:11:08 time: 0.6181 data_time: 0.1174 memory: 16132 grad_norm: 1.0847 loss: 2.8774 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 2.8774 2023/07/20 19:25:04 - mmengine - INFO - Epoch(train) [11][2620/9365] lr: 2.4466e-01 eta: 22:10:56 time: 0.6243 data_time: 0.1047 memory: 16132 grad_norm: 1.1012 loss: 2.8464 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.8464 2023/07/20 19:25:16 - mmengine - INFO - Epoch(train) [11][2640/9365] lr: 2.4460e-01 eta: 22:10:43 time: 0.6149 data_time: 0.1153 memory: 16132 grad_norm: 1.0715 loss: 2.9882 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.9882 2023/07/20 19:25:28 - mmengine - INFO - Epoch(train) [11][2660/9365] lr: 2.4455e-01 eta: 22:10:29 time: 0.6060 data_time: 0.1087 memory: 16132 grad_norm: 1.0790 loss: 2.7702 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.7702 2023/07/20 19:25:41 - mmengine - INFO - Epoch(train) [11][2680/9365] lr: 2.4450e-01 eta: 22:10:16 time: 0.6106 data_time: 0.1119 memory: 16132 grad_norm: 1.0829 loss: 3.0073 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 3.0073 2023/07/20 19:25:53 - mmengine - INFO - Epoch(train) [11][2700/9365] lr: 2.4444e-01 eta: 22:10:03 time: 0.6172 data_time: 0.1133 memory: 16132 grad_norm: 1.0917 loss: 2.9198 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9198 2023/07/20 19:26:05 - mmengine - INFO - Epoch(train) [11][2720/9365] lr: 2.4439e-01 eta: 22:09:49 time: 0.6043 data_time: 0.1261 memory: 16132 grad_norm: 1.0921 loss: 2.7946 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.7946 2023/07/20 19:26:18 - mmengine - INFO - Epoch(train) [11][2740/9365] lr: 2.4433e-01 eta: 22:09:37 time: 0.6231 data_time: 0.1077 memory: 16132 grad_norm: 1.0490 loss: 2.8646 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 2.8646 2023/07/20 19:26:30 - mmengine - INFO - Epoch(train) [11][2760/9365] lr: 2.4428e-01 eta: 22:09:23 time: 0.6098 data_time: 0.1061 memory: 16132 grad_norm: 1.1197 loss: 2.9022 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9022 2023/07/20 19:26:42 - mmengine - INFO - Epoch(train) [11][2780/9365] lr: 2.4422e-01 eta: 22:09:11 time: 0.6161 data_time: 0.1007 memory: 16132 grad_norm: 1.0945 loss: 2.9338 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9338 2023/07/20 19:26:54 - mmengine - INFO - Epoch(train) [11][2800/9365] lr: 2.4417e-01 eta: 22:08:57 time: 0.6127 data_time: 0.1264 memory: 16132 grad_norm: 1.0938 loss: 2.9185 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9185 2023/07/20 19:27:07 - mmengine - INFO - Epoch(train) [11][2820/9365] lr: 2.4411e-01 eta: 22:08:44 time: 0.6041 data_time: 0.1116 memory: 16132 grad_norm: 1.0627 loss: 2.9381 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9381 2023/07/20 19:27:19 - mmengine - INFO - Epoch(train) [11][2840/9365] lr: 2.4406e-01 eta: 22:08:32 time: 0.6270 data_time: 0.0956 memory: 16132 grad_norm: 1.0580 loss: 2.7942 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7942 2023/07/20 19:27:31 - mmengine - INFO - Epoch(train) [11][2860/9365] lr: 2.4400e-01 eta: 22:08:18 time: 0.6096 data_time: 0.1163 memory: 16132 grad_norm: 1.0652 loss: 2.8705 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.8705 2023/07/20 19:27:44 - mmengine - INFO - Epoch(train) [11][2880/9365] lr: 2.4395e-01 eta: 22:08:06 time: 0.6215 data_time: 0.1077 memory: 16132 grad_norm: 1.0970 loss: 2.9115 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9115 2023/07/20 19:27:56 - mmengine - INFO - Epoch(train) [11][2900/9365] lr: 2.4390e-01 eta: 22:07:52 time: 0.6064 data_time: 0.1059 memory: 16132 grad_norm: 1.0741 loss: 2.8281 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8281 2023/07/20 19:28:08 - mmengine - INFO - Epoch(train) [11][2920/9365] lr: 2.4384e-01 eta: 22:07:38 time: 0.6072 data_time: 0.1119 memory: 16132 grad_norm: 1.0780 loss: 2.8172 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8172 2023/07/20 19:28:21 - mmengine - INFO - Epoch(train) [11][2940/9365] lr: 2.4379e-01 eta: 22:07:26 time: 0.6227 data_time: 0.1322 memory: 16132 grad_norm: 1.1001 loss: 2.9634 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9634 2023/07/20 19:28:33 - mmengine - INFO - Epoch(train) [11][2960/9365] lr: 2.4373e-01 eta: 22:07:13 time: 0.6146 data_time: 0.1098 memory: 16132 grad_norm: 1.0777 loss: 3.0081 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.0081 2023/07/20 19:28:45 - mmengine - INFO - Epoch(train) [11][2980/9365] lr: 2.4368e-01 eta: 22:07:01 time: 0.6212 data_time: 0.0953 memory: 16132 grad_norm: 1.0792 loss: 2.8897 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8897 2023/07/20 19:28:57 - mmengine - INFO - Epoch(train) [11][3000/9365] lr: 2.4362e-01 eta: 22:06:47 time: 0.6012 data_time: 0.1123 memory: 16132 grad_norm: 1.1003 loss: 2.8882 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.8882 2023/07/20 19:29:10 - mmengine - INFO - Epoch(train) [11][3020/9365] lr: 2.4357e-01 eta: 22:06:34 time: 0.6230 data_time: 0.1242 memory: 16132 grad_norm: 1.0752 loss: 2.9539 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9539 2023/07/20 19:29:23 - mmengine - INFO - Epoch(train) [11][3040/9365] lr: 2.4351e-01 eta: 22:06:24 time: 0.6471 data_time: 0.1229 memory: 16132 grad_norm: 1.1127 loss: 2.9193 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.9193 2023/07/20 19:29:35 - mmengine - INFO - Epoch(train) [11][3060/9365] lr: 2.4346e-01 eta: 22:06:10 time: 0.6048 data_time: 0.1083 memory: 16132 grad_norm: 1.0840 loss: 2.8933 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8933 2023/07/20 19:29:47 - mmengine - INFO - Epoch(train) [11][3080/9365] lr: 2.4340e-01 eta: 22:05:58 time: 0.6233 data_time: 0.1063 memory: 16132 grad_norm: 1.0937 loss: 2.9500 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9500 2023/07/20 19:30:00 - mmengine - INFO - Epoch(train) [11][3100/9365] lr: 2.4335e-01 eta: 22:05:47 time: 0.6408 data_time: 0.1086 memory: 16132 grad_norm: 1.1057 loss: 2.8755 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8755 2023/07/20 19:30:13 - mmengine - INFO - Epoch(train) [11][3120/9365] lr: 2.4330e-01 eta: 22:05:36 time: 0.6372 data_time: 0.1350 memory: 16132 grad_norm: 1.0816 loss: 2.8529 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8529 2023/07/20 19:30:25 - mmengine - INFO - Epoch(train) [11][3140/9365] lr: 2.4324e-01 eta: 22:05:23 time: 0.6123 data_time: 0.1130 memory: 16132 grad_norm: 1.0785 loss: 2.9946 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9946 2023/07/20 19:30:38 - mmengine - INFO - Epoch(train) [11][3160/9365] lr: 2.4319e-01 eta: 22:05:12 time: 0.6381 data_time: 0.1092 memory: 16132 grad_norm: 1.0552 loss: 2.8420 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8420 2023/07/20 19:30:50 - mmengine - INFO - Epoch(train) [11][3180/9365] lr: 2.4313e-01 eta: 22:04:58 time: 0.6072 data_time: 0.1009 memory: 16132 grad_norm: 1.1115 loss: 2.8975 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.8975 2023/07/20 19:31:04 - mmengine - INFO - Epoch(train) [11][3200/9365] lr: 2.4308e-01 eta: 22:04:50 time: 0.6743 data_time: 0.1306 memory: 16132 grad_norm: 1.1120 loss: 2.8228 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.8228 2023/07/20 19:31:16 - mmengine - INFO - Epoch(train) [11][3220/9365] lr: 2.4302e-01 eta: 22:04:37 time: 0.6122 data_time: 0.1123 memory: 16132 grad_norm: 1.1033 loss: 2.9151 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.9151 2023/07/20 19:31:29 - mmengine - INFO - Epoch(train) [11][3240/9365] lr: 2.4297e-01 eta: 22:04:27 time: 0.6513 data_time: 0.1018 memory: 16132 grad_norm: 1.1137 loss: 3.0116 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0116 2023/07/20 19:31:41 - mmengine - INFO - Epoch(train) [11][3260/9365] lr: 2.4291e-01 eta: 22:04:14 time: 0.6140 data_time: 0.1397 memory: 16132 grad_norm: 1.0658 loss: 2.8409 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.8409 2023/07/20 19:31:54 - mmengine - INFO - Epoch(train) [11][3280/9365] lr: 2.4286e-01 eta: 22:04:01 time: 0.6187 data_time: 0.1214 memory: 16132 grad_norm: 1.0957 loss: 2.7765 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7765 2023/07/20 19:32:06 - mmengine - INFO - Epoch(train) [11][3300/9365] lr: 2.4280e-01 eta: 22:03:47 time: 0.5995 data_time: 0.1033 memory: 16132 grad_norm: 1.0912 loss: 2.8029 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8029 2023/07/20 19:32:18 - mmengine - INFO - Epoch(train) [11][3320/9365] lr: 2.4275e-01 eta: 22:03:35 time: 0.6330 data_time: 0.1172 memory: 16132 grad_norm: 1.0801 loss: 2.9888 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9888 2023/07/20 19:32:31 - mmengine - INFO - Epoch(train) [11][3340/9365] lr: 2.4269e-01 eta: 22:03:23 time: 0.6186 data_time: 0.1147 memory: 16132 grad_norm: 1.0991 loss: 2.9460 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.9460 2023/07/20 19:32:37 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 19:32:43 - mmengine - INFO - Epoch(train) [11][3360/9365] lr: 2.4264e-01 eta: 22:03:12 time: 0.6374 data_time: 0.1161 memory: 16132 grad_norm: 1.0692 loss: 3.0403 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0403 2023/07/20 19:32:56 - mmengine - INFO - Epoch(train) [11][3380/9365] lr: 2.4259e-01 eta: 22:03:01 time: 0.6419 data_time: 0.1138 memory: 16132 grad_norm: 1.1003 loss: 3.0743 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 3.0743 2023/07/20 19:33:08 - mmengine - INFO - Epoch(train) [11][3400/9365] lr: 2.4253e-01 eta: 22:02:46 time: 0.5904 data_time: 0.1136 memory: 16132 grad_norm: 1.1019 loss: 2.8663 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8663 2023/07/20 19:33:20 - mmengine - INFO - Epoch(train) [11][3420/9365] lr: 2.4248e-01 eta: 22:02:33 time: 0.6136 data_time: 0.1062 memory: 16132 grad_norm: 1.0702 loss: 2.8029 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.8029 2023/07/20 19:33:33 - mmengine - INFO - Epoch(train) [11][3440/9365] lr: 2.4242e-01 eta: 22:02:20 time: 0.6211 data_time: 0.1043 memory: 16132 grad_norm: 1.0798 loss: 3.0059 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0059 2023/07/20 19:33:45 - mmengine - INFO - Epoch(train) [11][3460/9365] lr: 2.4237e-01 eta: 22:02:08 time: 0.6164 data_time: 0.1077 memory: 16132 grad_norm: 1.0923 loss: 3.0012 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0012 2023/07/20 19:33:57 - mmengine - INFO - Epoch(train) [11][3480/9365] lr: 2.4231e-01 eta: 22:01:53 time: 0.5987 data_time: 0.1189 memory: 16132 grad_norm: 1.0881 loss: 2.9260 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9260 2023/07/20 19:34:09 - mmengine - INFO - Epoch(train) [11][3500/9365] lr: 2.4226e-01 eta: 22:01:40 time: 0.6087 data_time: 0.0918 memory: 16132 grad_norm: 1.0925 loss: 2.9750 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9750 2023/07/20 19:34:22 - mmengine - INFO - Epoch(train) [11][3520/9365] lr: 2.4220e-01 eta: 22:01:27 time: 0.6184 data_time: 0.1052 memory: 16132 grad_norm: 1.0702 loss: 2.7377 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7377 2023/07/20 19:34:35 - mmengine - INFO - Epoch(train) [11][3540/9365] lr: 2.4215e-01 eta: 22:01:16 time: 0.6341 data_time: 0.1062 memory: 16132 grad_norm: 1.1073 loss: 2.6871 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6871 2023/07/20 19:34:47 - mmengine - INFO - Epoch(train) [11][3560/9365] lr: 2.4209e-01 eta: 22:01:03 time: 0.6197 data_time: 0.1029 memory: 16132 grad_norm: 1.1190 loss: 2.6825 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6825 2023/07/20 19:34:59 - mmengine - INFO - Epoch(train) [11][3580/9365] lr: 2.4204e-01 eta: 22:00:50 time: 0.6181 data_time: 0.1107 memory: 16132 grad_norm: 1.0900 loss: 2.9489 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.9489 2023/07/20 19:35:12 - mmengine - INFO - Epoch(train) [11][3600/9365] lr: 2.4198e-01 eta: 22:00:37 time: 0.6123 data_time: 0.1098 memory: 16132 grad_norm: 1.0886 loss: 2.9195 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9195 2023/07/20 19:35:24 - mmengine - INFO - Epoch(train) [11][3620/9365] lr: 2.4193e-01 eta: 22:00:26 time: 0.6311 data_time: 0.1057 memory: 16132 grad_norm: 1.1168 loss: 2.9167 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.9167 2023/07/20 19:35:36 - mmengine - INFO - Epoch(train) [11][3640/9365] lr: 2.4187e-01 eta: 22:00:12 time: 0.6114 data_time: 0.1099 memory: 16132 grad_norm: 1.0943 loss: 2.8087 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8087 2023/07/20 19:35:49 - mmengine - INFO - Epoch(train) [11][3660/9365] lr: 2.4182e-01 eta: 22:00:00 time: 0.6190 data_time: 0.1319 memory: 16132 grad_norm: 1.1014 loss: 3.0138 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.0138 2023/07/20 19:36:01 - mmengine - INFO - Epoch(train) [11][3680/9365] lr: 2.4177e-01 eta: 21:59:47 time: 0.6170 data_time: 0.1031 memory: 16132 grad_norm: 1.0872 loss: 2.8558 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.8558 2023/07/20 19:36:14 - mmengine - INFO - Epoch(train) [11][3700/9365] lr: 2.4171e-01 eta: 21:59:35 time: 0.6240 data_time: 0.0975 memory: 16132 grad_norm: 1.1011 loss: 3.0212 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0212 2023/07/20 19:36:26 - mmengine - INFO - Epoch(train) [11][3720/9365] lr: 2.4166e-01 eta: 21:59:22 time: 0.6205 data_time: 0.1150 memory: 16132 grad_norm: 1.0666 loss: 2.7588 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7588 2023/07/20 19:36:39 - mmengine - INFO - Epoch(train) [11][3740/9365] lr: 2.4160e-01 eta: 21:59:11 time: 0.6386 data_time: 0.0995 memory: 16132 grad_norm: 1.1022 loss: 2.9014 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9014 2023/07/20 19:36:51 - mmengine - INFO - Epoch(train) [11][3760/9365] lr: 2.4155e-01 eta: 21:58:59 time: 0.6259 data_time: 0.1195 memory: 16132 grad_norm: 1.1043 loss: 2.9310 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9310 2023/07/20 19:37:04 - mmengine - INFO - Epoch(train) [11][3780/9365] lr: 2.4149e-01 eta: 21:58:46 time: 0.6134 data_time: 0.1087 memory: 16132 grad_norm: 1.1016 loss: 2.9703 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.9703 2023/07/20 19:37:16 - mmengine - INFO - Epoch(train) [11][3800/9365] lr: 2.4144e-01 eta: 21:58:34 time: 0.6308 data_time: 0.1097 memory: 16132 grad_norm: 1.0708 loss: 2.8414 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.8414 2023/07/20 19:37:28 - mmengine - INFO - Epoch(train) [11][3820/9365] lr: 2.4138e-01 eta: 21:58:20 time: 0.5968 data_time: 0.1086 memory: 16132 grad_norm: 1.0808 loss: 2.9051 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9051 2023/07/20 19:37:41 - mmengine - INFO - Epoch(train) [11][3840/9365] lr: 2.4133e-01 eta: 21:58:08 time: 0.6304 data_time: 0.0931 memory: 16132 grad_norm: 1.1071 loss: 2.8817 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.8817 2023/07/20 19:37:54 - mmengine - INFO - Epoch(train) [11][3860/9365] lr: 2.4127e-01 eta: 21:57:57 time: 0.6324 data_time: 0.1129 memory: 16132 grad_norm: 1.0908 loss: 2.8334 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8334 2023/07/20 19:38:06 - mmengine - INFO - Epoch(train) [11][3880/9365] lr: 2.4122e-01 eta: 21:57:44 time: 0.6192 data_time: 0.1131 memory: 16132 grad_norm: 1.0844 loss: 2.9677 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9677 2023/07/20 19:38:18 - mmengine - INFO - Epoch(train) [11][3900/9365] lr: 2.4116e-01 eta: 21:57:32 time: 0.6190 data_time: 0.1095 memory: 16132 grad_norm: 1.0715 loss: 3.0910 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 3.0910 2023/07/20 19:38:31 - mmengine - INFO - Epoch(train) [11][3920/9365] lr: 2.4111e-01 eta: 21:57:19 time: 0.6169 data_time: 0.1144 memory: 16132 grad_norm: 1.0824 loss: 3.0484 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 3.0484 2023/07/20 19:38:43 - mmengine - INFO - Epoch(train) [11][3940/9365] lr: 2.4105e-01 eta: 21:57:07 time: 0.6253 data_time: 0.1006 memory: 16132 grad_norm: 1.0738 loss: 2.8563 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 2.8563 2023/07/20 19:38:56 - mmengine - INFO - Epoch(train) [11][3960/9365] lr: 2.4100e-01 eta: 21:56:56 time: 0.6497 data_time: 0.1106 memory: 16132 grad_norm: 1.0832 loss: 2.9517 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.9517 2023/07/20 19:39:09 - mmengine - INFO - Epoch(train) [11][3980/9365] lr: 2.4094e-01 eta: 21:56:45 time: 0.6392 data_time: 0.1125 memory: 16132 grad_norm: 1.0948 loss: 2.8714 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8714 2023/07/20 19:39:21 - mmengine - INFO - Epoch(train) [11][4000/9365] lr: 2.4089e-01 eta: 21:56:33 time: 0.6158 data_time: 0.1267 memory: 16132 grad_norm: 1.0859 loss: 2.9485 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.9485 2023/07/20 19:39:34 - mmengine - INFO - Epoch(train) [11][4020/9365] lr: 2.4084e-01 eta: 21:56:19 time: 0.6010 data_time: 0.1170 memory: 16132 grad_norm: 1.1080 loss: 2.7725 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.7725 2023/07/20 19:39:46 - mmengine - INFO - Epoch(train) [11][4040/9365] lr: 2.4078e-01 eta: 21:56:04 time: 0.5990 data_time: 0.0977 memory: 16132 grad_norm: 1.0971 loss: 2.8567 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8567 2023/07/20 19:39:58 - mmengine - INFO - Epoch(train) [11][4060/9365] lr: 2.4073e-01 eta: 21:55:53 time: 0.6333 data_time: 0.1057 memory: 16132 grad_norm: 1.0913 loss: 2.9037 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9037 2023/07/20 19:40:11 - mmengine - INFO - Epoch(train) [11][4080/9365] lr: 2.4067e-01 eta: 21:55:41 time: 0.6274 data_time: 0.1192 memory: 16132 grad_norm: 1.0862 loss: 2.8724 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.8724 2023/07/20 19:40:23 - mmengine - INFO - Epoch(train) [11][4100/9365] lr: 2.4062e-01 eta: 21:55:27 time: 0.6068 data_time: 0.1219 memory: 16132 grad_norm: 1.0700 loss: 2.8447 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.8447 2023/07/20 19:40:35 - mmengine - INFO - Epoch(train) [11][4120/9365] lr: 2.4056e-01 eta: 21:55:14 time: 0.6137 data_time: 0.1322 memory: 16132 grad_norm: 1.0987 loss: 2.9736 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9736 2023/07/20 19:40:48 - mmengine - INFO - Epoch(train) [11][4140/9365] lr: 2.4051e-01 eta: 21:55:01 time: 0.6141 data_time: 0.1049 memory: 16132 grad_norm: 1.1027 loss: 2.9393 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9393 2023/07/20 19:41:00 - mmengine - INFO - Epoch(train) [11][4160/9365] lr: 2.4045e-01 eta: 21:54:49 time: 0.6185 data_time: 0.1064 memory: 16132 grad_norm: 1.1064 loss: 3.0062 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 3.0062 2023/07/20 19:41:13 - mmengine - INFO - Epoch(train) [11][4180/9365] lr: 2.4040e-01 eta: 21:54:38 time: 0.6430 data_time: 0.1177 memory: 16132 grad_norm: 1.0763 loss: 2.8242 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8242 2023/07/20 19:41:25 - mmengine - INFO - Epoch(train) [11][4200/9365] lr: 2.4034e-01 eta: 21:54:24 time: 0.6034 data_time: 0.1109 memory: 16132 grad_norm: 1.0940 loss: 2.8775 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.8775 2023/07/20 19:41:38 - mmengine - INFO - Epoch(train) [11][4220/9365] lr: 2.4029e-01 eta: 21:54:14 time: 0.6472 data_time: 0.1139 memory: 16132 grad_norm: 1.1087 loss: 2.8924 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.8924 2023/07/20 19:41:50 - mmengine - INFO - Epoch(train) [11][4240/9365] lr: 2.4023e-01 eta: 21:54:01 time: 0.6186 data_time: 0.1151 memory: 16132 grad_norm: 1.0778 loss: 2.8986 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8986 2023/07/20 19:42:03 - mmengine - INFO - Epoch(train) [11][4260/9365] lr: 2.4018e-01 eta: 21:53:48 time: 0.6191 data_time: 0.1221 memory: 16132 grad_norm: 1.0840 loss: 2.7875 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7875 2023/07/20 19:42:15 - mmengine - INFO - Epoch(train) [11][4280/9365] lr: 2.4012e-01 eta: 21:53:35 time: 0.6059 data_time: 0.1206 memory: 16132 grad_norm: 1.1073 loss: 2.9558 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9558 2023/07/20 19:42:27 - mmengine - INFO - Epoch(train) [11][4300/9365] lr: 2.4007e-01 eta: 21:53:23 time: 0.6337 data_time: 0.0999 memory: 16132 grad_norm: 1.0941 loss: 2.9252 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.9252 2023/07/20 19:42:40 - mmengine - INFO - Epoch(train) [11][4320/9365] lr: 2.4001e-01 eta: 21:53:11 time: 0.6264 data_time: 0.1130 memory: 16132 grad_norm: 1.1255 loss: 2.9281 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9281 2023/07/20 19:42:53 - mmengine - INFO - Epoch(train) [11][4340/9365] lr: 2.3996e-01 eta: 21:53:01 time: 0.6460 data_time: 0.1377 memory: 16132 grad_norm: 1.1037 loss: 2.9219 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.9219 2023/07/20 19:42:59 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 19:43:05 - mmengine - INFO - Epoch(train) [11][4360/9365] lr: 2.3990e-01 eta: 21:52:48 time: 0.6130 data_time: 0.1317 memory: 16132 grad_norm: 1.0892 loss: 2.9110 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.9110 2023/07/20 19:43:18 - mmengine - INFO - Epoch(train) [11][4380/9365] lr: 2.3985e-01 eta: 21:52:36 time: 0.6274 data_time: 0.1098 memory: 16132 grad_norm: 1.0896 loss: 2.8891 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8891 2023/07/20 19:43:31 - mmengine - INFO - Epoch(train) [11][4400/9365] lr: 2.3980e-01 eta: 21:52:26 time: 0.6516 data_time: 0.1083 memory: 16132 grad_norm: 1.0783 loss: 2.8716 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.8716 2023/07/20 19:43:43 - mmengine - INFO - Epoch(train) [11][4420/9365] lr: 2.3974e-01 eta: 21:52:13 time: 0.6167 data_time: 0.1137 memory: 16132 grad_norm: 1.0878 loss: 2.9571 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.9571 2023/07/20 19:43:55 - mmengine - INFO - Epoch(train) [11][4440/9365] lr: 2.3969e-01 eta: 21:51:59 time: 0.6107 data_time: 0.1132 memory: 16132 grad_norm: 1.1030 loss: 2.9527 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.9527 2023/07/20 19:44:08 - mmengine - INFO - Epoch(train) [11][4460/9365] lr: 2.3963e-01 eta: 21:51:48 time: 0.6309 data_time: 0.1385 memory: 16132 grad_norm: 1.0990 loss: 2.9629 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9629 2023/07/20 19:44:21 - mmengine - INFO - Epoch(train) [11][4480/9365] lr: 2.3958e-01 eta: 21:51:36 time: 0.6344 data_time: 0.1098 memory: 16132 grad_norm: 1.0886 loss: 2.8981 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.8981 2023/07/20 19:44:34 - mmengine - INFO - Epoch(train) [11][4500/9365] lr: 2.3952e-01 eta: 21:51:26 time: 0.6477 data_time: 0.1006 memory: 16132 grad_norm: 1.1183 loss: 3.0453 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0453 2023/07/20 19:44:46 - mmengine - INFO - Epoch(train) [11][4520/9365] lr: 2.3947e-01 eta: 21:51:13 time: 0.6100 data_time: 0.1042 memory: 16132 grad_norm: 1.1111 loss: 2.8368 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.8368 2023/07/20 19:44:59 - mmengine - INFO - Epoch(train) [11][4540/9365] lr: 2.3941e-01 eta: 21:51:01 time: 0.6305 data_time: 0.1086 memory: 16132 grad_norm: 1.0776 loss: 2.9254 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9254 2023/07/20 19:45:11 - mmengine - INFO - Epoch(train) [11][4560/9365] lr: 2.3936e-01 eta: 21:50:49 time: 0.6332 data_time: 0.1028 memory: 16132 grad_norm: 1.0889 loss: 2.8375 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8375 2023/07/20 19:45:23 - mmengine - INFO - Epoch(train) [11][4580/9365] lr: 2.3930e-01 eta: 21:50:36 time: 0.6073 data_time: 0.1145 memory: 16132 grad_norm: 1.0869 loss: 2.9095 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.9095 2023/07/20 19:45:36 - mmengine - INFO - Epoch(train) [11][4600/9365] lr: 2.3925e-01 eta: 21:50:24 time: 0.6256 data_time: 0.0990 memory: 16132 grad_norm: 1.1011 loss: 3.0304 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0304 2023/07/20 19:45:48 - mmengine - INFO - Epoch(train) [11][4620/9365] lr: 2.3919e-01 eta: 21:50:11 time: 0.6230 data_time: 0.1081 memory: 16132 grad_norm: 1.0866 loss: 2.9842 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9842 2023/07/20 19:46:01 - mmengine - INFO - Epoch(train) [11][4640/9365] lr: 2.3914e-01 eta: 21:49:58 time: 0.6088 data_time: 0.1311 memory: 16132 grad_norm: 1.0689 loss: 2.9437 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9437 2023/07/20 19:46:13 - mmengine - INFO - Epoch(train) [11][4660/9365] lr: 2.3908e-01 eta: 21:49:46 time: 0.6319 data_time: 0.1120 memory: 16132 grad_norm: 1.0972 loss: 2.9668 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9668 2023/07/20 19:46:25 - mmengine - INFO - Epoch(train) [11][4680/9365] lr: 2.3903e-01 eta: 21:49:32 time: 0.5987 data_time: 0.1082 memory: 16132 grad_norm: 1.0881 loss: 2.9373 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9373 2023/07/20 19:46:38 - mmengine - INFO - Epoch(train) [11][4700/9365] lr: 2.3897e-01 eta: 21:49:20 time: 0.6285 data_time: 0.1276 memory: 16132 grad_norm: 1.0828 loss: 2.8766 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8766 2023/07/20 19:46:50 - mmengine - INFO - Epoch(train) [11][4720/9365] lr: 2.3892e-01 eta: 21:49:06 time: 0.5956 data_time: 0.1074 memory: 16132 grad_norm: 1.0876 loss: 2.8724 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8724 2023/07/20 19:47:03 - mmengine - INFO - Epoch(train) [11][4740/9365] lr: 2.3886e-01 eta: 21:48:55 time: 0.6427 data_time: 0.0946 memory: 16132 grad_norm: 1.0955 loss: 2.9138 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.9138 2023/07/20 19:47:15 - mmengine - INFO - Epoch(train) [11][4760/9365] lr: 2.3881e-01 eta: 21:48:42 time: 0.6137 data_time: 0.1260 memory: 16132 grad_norm: 1.0804 loss: 2.7666 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7666 2023/07/20 19:47:27 - mmengine - INFO - Epoch(train) [11][4780/9365] lr: 2.3875e-01 eta: 21:48:29 time: 0.6079 data_time: 0.0990 memory: 16132 grad_norm: 1.0743 loss: 3.0083 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 3.0083 2023/07/20 19:47:40 - mmengine - INFO - Epoch(train) [11][4800/9365] lr: 2.3870e-01 eta: 21:48:16 time: 0.6200 data_time: 0.1199 memory: 16132 grad_norm: 1.1142 loss: 2.8279 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8279 2023/07/20 19:47:52 - mmengine - INFO - Epoch(train) [11][4820/9365] lr: 2.3864e-01 eta: 21:48:04 time: 0.6201 data_time: 0.1012 memory: 16132 grad_norm: 1.0970 loss: 2.8829 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8829 2023/07/20 19:48:05 - mmengine - INFO - Epoch(train) [11][4840/9365] lr: 2.3859e-01 eta: 21:47:53 time: 0.6450 data_time: 0.0999 memory: 16132 grad_norm: 1.0698 loss: 2.8859 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.8859 2023/07/20 19:48:18 - mmengine - INFO - Epoch(train) [11][4860/9365] lr: 2.3853e-01 eta: 21:47:41 time: 0.6323 data_time: 0.1628 memory: 16132 grad_norm: 1.0964 loss: 2.9882 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9882 2023/07/20 19:48:30 - mmengine - INFO - Epoch(train) [11][4880/9365] lr: 2.3848e-01 eta: 21:47:28 time: 0.6114 data_time: 0.1185 memory: 16132 grad_norm: 1.1021 loss: 2.9547 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9547 2023/07/20 19:48:42 - mmengine - INFO - Epoch(train) [11][4900/9365] lr: 2.3842e-01 eta: 21:47:15 time: 0.6134 data_time: 0.1068 memory: 16132 grad_norm: 1.0942 loss: 2.9050 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9050 2023/07/20 19:48:54 - mmengine - INFO - Epoch(train) [11][4920/9365] lr: 2.3837e-01 eta: 21:47:02 time: 0.6092 data_time: 0.1059 memory: 16132 grad_norm: 1.1097 loss: 2.9752 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.9752 2023/07/20 19:49:07 - mmengine - INFO - Epoch(train) [11][4940/9365] lr: 2.3831e-01 eta: 21:46:50 time: 0.6284 data_time: 0.1069 memory: 16132 grad_norm: 1.0838 loss: 2.7999 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7999 2023/07/20 19:49:19 - mmengine - INFO - Epoch(train) [11][4960/9365] lr: 2.3826e-01 eta: 21:46:37 time: 0.6157 data_time: 0.0985 memory: 16132 grad_norm: 1.0705 loss: 2.8903 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.8903 2023/07/20 19:49:31 - mmengine - INFO - Epoch(train) [11][4980/9365] lr: 2.3820e-01 eta: 21:46:24 time: 0.6113 data_time: 0.1020 memory: 16132 grad_norm: 1.0896 loss: 2.8305 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8305 2023/07/20 19:49:44 - mmengine - INFO - Epoch(train) [11][5000/9365] lr: 2.3815e-01 eta: 21:46:12 time: 0.6285 data_time: 0.1473 memory: 16132 grad_norm: 1.0658 loss: 2.9277 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.9277 2023/07/20 19:49:56 - mmengine - INFO - Epoch(train) [11][5020/9365] lr: 2.3810e-01 eta: 21:45:58 time: 0.5967 data_time: 0.1116 memory: 16132 grad_norm: 1.1022 loss: 2.9038 top1_acc: 0.1562 top5_acc: 0.3125 loss_cls: 2.9038 2023/07/20 19:50:09 - mmengine - INFO - Epoch(train) [11][5040/9365] lr: 2.3804e-01 eta: 21:45:45 time: 0.6265 data_time: 0.1100 memory: 16132 grad_norm: 1.0937 loss: 2.8255 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.8255 2023/07/20 19:50:21 - mmengine - INFO - Epoch(train) [11][5060/9365] lr: 2.3799e-01 eta: 21:45:33 time: 0.6236 data_time: 0.1055 memory: 16132 grad_norm: 1.0931 loss: 3.0216 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 3.0216 2023/07/20 19:50:33 - mmengine - INFO - Epoch(train) [11][5080/9365] lr: 2.3793e-01 eta: 21:45:20 time: 0.6097 data_time: 0.1061 memory: 16132 grad_norm: 1.1227 loss: 3.0061 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.0061 2023/07/20 19:50:46 - mmengine - INFO - Epoch(train) [11][5100/9365] lr: 2.3788e-01 eta: 21:45:08 time: 0.6297 data_time: 0.1102 memory: 16132 grad_norm: 1.0651 loss: 2.8068 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8068 2023/07/20 19:50:58 - mmengine - INFO - Epoch(train) [11][5120/9365] lr: 2.3782e-01 eta: 21:44:53 time: 0.5865 data_time: 0.1030 memory: 16132 grad_norm: 1.0744 loss: 2.8801 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8801 2023/07/20 19:51:10 - mmengine - INFO - Epoch(train) [11][5140/9365] lr: 2.3777e-01 eta: 21:44:40 time: 0.6136 data_time: 0.1058 memory: 16132 grad_norm: 1.0897 loss: 2.8878 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8878 2023/07/20 19:51:22 - mmengine - INFO - Epoch(train) [11][5160/9365] lr: 2.3771e-01 eta: 21:44:27 time: 0.6102 data_time: 0.1065 memory: 16132 grad_norm: 1.0885 loss: 2.9967 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9967 2023/07/20 19:51:35 - mmengine - INFO - Epoch(train) [11][5180/9365] lr: 2.3766e-01 eta: 21:44:15 time: 0.6324 data_time: 0.0969 memory: 16132 grad_norm: 1.0844 loss: 3.0084 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 3.0084 2023/07/20 19:51:47 - mmengine - INFO - Epoch(train) [11][5200/9365] lr: 2.3760e-01 eta: 21:44:02 time: 0.6098 data_time: 0.1277 memory: 16132 grad_norm: 1.1174 loss: 3.0204 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 3.0204 2023/07/20 19:51:59 - mmengine - INFO - Epoch(train) [11][5220/9365] lr: 2.3755e-01 eta: 21:43:47 time: 0.5944 data_time: 0.1157 memory: 16132 grad_norm: 1.0701 loss: 2.9664 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.9664 2023/07/20 19:52:12 - mmengine - INFO - Epoch(train) [11][5240/9365] lr: 2.3749e-01 eta: 21:43:35 time: 0.6270 data_time: 0.1134 memory: 16132 grad_norm: 1.0880 loss: 2.8771 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.8771 2023/07/20 19:52:24 - mmengine - INFO - Epoch(train) [11][5260/9365] lr: 2.3744e-01 eta: 21:43:22 time: 0.6117 data_time: 0.0946 memory: 16132 grad_norm: 1.1066 loss: 2.9564 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9564 2023/07/20 19:52:36 - mmengine - INFO - Epoch(train) [11][5280/9365] lr: 2.3738e-01 eta: 21:43:10 time: 0.6298 data_time: 0.1081 memory: 16132 grad_norm: 1.0949 loss: 2.7647 top1_acc: 0.2812 top5_acc: 0.7500 loss_cls: 2.7647 2023/07/20 19:52:48 - mmengine - INFO - Epoch(train) [11][5300/9365] lr: 2.3733e-01 eta: 21:42:56 time: 0.5967 data_time: 0.1185 memory: 16132 grad_norm: 1.1177 loss: 2.7702 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.7702 2023/07/20 19:53:01 - mmengine - INFO - Epoch(train) [11][5320/9365] lr: 2.3727e-01 eta: 21:42:43 time: 0.6084 data_time: 0.1057 memory: 16132 grad_norm: 1.0986 loss: 2.8578 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8578 2023/07/20 19:53:13 - mmengine - INFO - Epoch(train) [11][5340/9365] lr: 2.3722e-01 eta: 21:42:30 time: 0.6197 data_time: 0.0999 memory: 16132 grad_norm: 1.1104 loss: 2.8470 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8470 2023/07/20 19:53:19 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 19:53:25 - mmengine - INFO - Epoch(train) [11][5360/9365] lr: 2.3716e-01 eta: 21:42:18 time: 0.6265 data_time: 0.1070 memory: 16132 grad_norm: 1.0877 loss: 2.9060 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9060 2023/07/20 19:53:38 - mmengine - INFO - Epoch(train) [11][5380/9365] lr: 2.3711e-01 eta: 21:42:05 time: 0.6111 data_time: 0.1161 memory: 16132 grad_norm: 1.0830 loss: 3.0327 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0327 2023/07/20 19:53:51 - mmengine - INFO - Epoch(train) [11][5400/9365] lr: 2.3705e-01 eta: 21:41:54 time: 0.6407 data_time: 0.1051 memory: 16132 grad_norm: 1.1132 loss: 2.8685 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8685 2023/07/20 19:54:03 - mmengine - INFO - Epoch(train) [11][5420/9365] lr: 2.3700e-01 eta: 21:41:40 time: 0.6081 data_time: 0.1015 memory: 16132 grad_norm: 1.1218 loss: 2.9918 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.9918 2023/07/20 19:54:15 - mmengine - INFO - Epoch(train) [11][5440/9365] lr: 2.3694e-01 eta: 21:41:28 time: 0.6260 data_time: 0.1368 memory: 16132 grad_norm: 1.1120 loss: 2.9427 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9427 2023/07/20 19:54:28 - mmengine - INFO - Epoch(train) [11][5460/9365] lr: 2.3689e-01 eta: 21:41:15 time: 0.6150 data_time: 0.1093 memory: 16132 grad_norm: 1.0693 loss: 2.9936 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9936 2023/07/20 19:54:40 - mmengine - INFO - Epoch(train) [11][5480/9365] lr: 2.3683e-01 eta: 21:41:02 time: 0.6049 data_time: 0.1037 memory: 16132 grad_norm: 1.1142 loss: 2.8987 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8987 2023/07/20 19:54:52 - mmengine - INFO - Epoch(train) [11][5500/9365] lr: 2.3678e-01 eta: 21:40:48 time: 0.6066 data_time: 0.1146 memory: 16132 grad_norm: 1.0887 loss: 2.7341 top1_acc: 0.5000 top5_acc: 0.5938 loss_cls: 2.7341 2023/07/20 19:55:04 - mmengine - INFO - Epoch(train) [11][5520/9365] lr: 2.3672e-01 eta: 21:40:36 time: 0.6202 data_time: 0.1048 memory: 16132 grad_norm: 1.1223 loss: 2.9945 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.9945 2023/07/20 19:55:16 - mmengine - INFO - Epoch(train) [11][5540/9365] lr: 2.3667e-01 eta: 21:40:22 time: 0.6025 data_time: 0.1060 memory: 16132 grad_norm: 1.1057 loss: 2.8167 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.8167 2023/07/20 19:55:29 - mmengine - INFO - Epoch(train) [11][5560/9365] lr: 2.3661e-01 eta: 21:40:09 time: 0.6173 data_time: 0.1052 memory: 16132 grad_norm: 1.1167 loss: 3.0960 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 3.0960 2023/07/20 19:55:42 - mmengine - INFO - Epoch(train) [11][5580/9365] lr: 2.3656e-01 eta: 21:39:58 time: 0.6377 data_time: 0.1251 memory: 16132 grad_norm: 1.0771 loss: 2.7759 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7759 2023/07/20 19:55:54 - mmengine - INFO - Epoch(train) [11][5600/9365] lr: 2.3650e-01 eta: 21:39:44 time: 0.5983 data_time: 0.1136 memory: 16132 grad_norm: 1.1248 loss: 3.0317 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 3.0317 2023/07/20 19:56:06 - mmengine - INFO - Epoch(train) [11][5620/9365] lr: 2.3645e-01 eta: 21:39:32 time: 0.6292 data_time: 0.1131 memory: 16132 grad_norm: 1.0915 loss: 2.8702 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.8702 2023/07/20 19:56:19 - mmengine - INFO - Epoch(train) [11][5640/9365] lr: 2.3639e-01 eta: 21:39:21 time: 0.6336 data_time: 0.1100 memory: 16132 grad_norm: 1.0853 loss: 2.9144 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9144 2023/07/20 19:56:31 - mmengine - INFO - Epoch(train) [11][5660/9365] lr: 2.3634e-01 eta: 21:39:07 time: 0.6076 data_time: 0.1131 memory: 16132 grad_norm: 1.0843 loss: 2.7518 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.7518 2023/07/20 19:56:43 - mmengine - INFO - Epoch(train) [11][5680/9365] lr: 2.3628e-01 eta: 21:38:55 time: 0.6252 data_time: 0.1146 memory: 16132 grad_norm: 1.0790 loss: 2.9803 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.9803 2023/07/20 19:56:56 - mmengine - INFO - Epoch(train) [11][5700/9365] lr: 2.3623e-01 eta: 21:38:43 time: 0.6336 data_time: 0.1011 memory: 16132 grad_norm: 1.1099 loss: 3.0029 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0029 2023/07/20 19:57:09 - mmengine - INFO - Epoch(train) [11][5720/9365] lr: 2.3617e-01 eta: 21:38:31 time: 0.6199 data_time: 0.1111 memory: 16132 grad_norm: 1.0718 loss: 3.0551 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0551 2023/07/20 19:57:21 - mmengine - INFO - Epoch(train) [11][5740/9365] lr: 2.3612e-01 eta: 21:38:18 time: 0.6184 data_time: 0.1074 memory: 16132 grad_norm: 1.0936 loss: 2.8819 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8819 2023/07/20 19:57:33 - mmengine - INFO - Epoch(train) [11][5760/9365] lr: 2.3606e-01 eta: 21:38:05 time: 0.6092 data_time: 0.0977 memory: 16132 grad_norm: 1.1020 loss: 2.7997 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.7997 2023/07/20 19:57:45 - mmengine - INFO - Epoch(train) [11][5780/9365] lr: 2.3601e-01 eta: 21:37:52 time: 0.6114 data_time: 0.1004 memory: 16132 grad_norm: 1.0861 loss: 2.8897 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 2.8897 2023/07/20 19:57:58 - mmengine - INFO - Epoch(train) [11][5800/9365] lr: 2.3595e-01 eta: 21:37:40 time: 0.6368 data_time: 0.0976 memory: 16132 grad_norm: 1.1085 loss: 2.8742 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.8742 2023/07/20 19:58:11 - mmengine - INFO - Epoch(train) [11][5820/9365] lr: 2.3590e-01 eta: 21:37:29 time: 0.6337 data_time: 0.1353 memory: 16132 grad_norm: 1.0746 loss: 2.8660 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.8660 2023/07/20 19:58:23 - mmengine - INFO - Epoch(train) [11][5840/9365] lr: 2.3584e-01 eta: 21:37:15 time: 0.6035 data_time: 0.1110 memory: 16132 grad_norm: 1.1199 loss: 2.8569 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.8569 2023/07/20 19:58:36 - mmengine - INFO - Epoch(train) [11][5860/9365] lr: 2.3579e-01 eta: 21:37:05 time: 0.6468 data_time: 0.1076 memory: 16132 grad_norm: 1.0965 loss: 2.8682 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.8682 2023/07/20 19:58:48 - mmengine - INFO - Epoch(train) [11][5880/9365] lr: 2.3573e-01 eta: 21:36:50 time: 0.5937 data_time: 0.1137 memory: 16132 grad_norm: 1.1041 loss: 3.0359 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 3.0359 2023/07/20 19:59:01 - mmengine - INFO - Epoch(train) [11][5900/9365] lr: 2.3568e-01 eta: 21:36:39 time: 0.6391 data_time: 0.1030 memory: 16132 grad_norm: 1.0965 loss: 2.9953 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9953 2023/07/20 19:59:13 - mmengine - INFO - Epoch(train) [11][5920/9365] lr: 2.3562e-01 eta: 21:36:26 time: 0.6124 data_time: 0.1009 memory: 16132 grad_norm: 1.1070 loss: 3.0324 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 3.0324 2023/07/20 19:59:25 - mmengine - INFO - Epoch(train) [11][5940/9365] lr: 2.3557e-01 eta: 21:36:13 time: 0.6082 data_time: 0.0989 memory: 16132 grad_norm: 1.0962 loss: 3.0501 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 3.0501 2023/07/20 19:59:37 - mmengine - INFO - Epoch(train) [11][5960/9365] lr: 2.3551e-01 eta: 21:35:59 time: 0.6074 data_time: 0.1189 memory: 16132 grad_norm: 1.1081 loss: 2.8916 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.8916 2023/07/20 19:59:50 - mmengine - INFO - Epoch(train) [11][5980/9365] lr: 2.3546e-01 eta: 21:35:47 time: 0.6242 data_time: 0.1060 memory: 16132 grad_norm: 1.1081 loss: 2.9750 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.9750 2023/07/20 20:00:02 - mmengine - INFO - Epoch(train) [11][6000/9365] lr: 2.3540e-01 eta: 21:35:35 time: 0.6287 data_time: 0.1204 memory: 16132 grad_norm: 1.1034 loss: 3.0200 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 3.0200 2023/07/20 20:00:15 - mmengine - INFO - Epoch(train) [11][6020/9365] lr: 2.3535e-01 eta: 21:35:23 time: 0.6316 data_time: 0.1168 memory: 16132 grad_norm: 1.1093 loss: 3.0535 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.0535 2023/07/20 20:00:27 - mmengine - INFO - Epoch(train) [11][6040/9365] lr: 2.3529e-01 eta: 21:35:09 time: 0.5971 data_time: 0.1081 memory: 16132 grad_norm: 1.0902 loss: 2.9446 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9446 2023/07/20 20:00:39 - mmengine - INFO - Epoch(train) [11][6060/9365] lr: 2.3524e-01 eta: 21:34:56 time: 0.6102 data_time: 0.1021 memory: 16132 grad_norm: 1.0858 loss: 2.8615 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.8615 2023/07/20 20:00:51 - mmengine - INFO - Epoch(train) [11][6080/9365] lr: 2.3518e-01 eta: 21:34:41 time: 0.5912 data_time: 0.1033 memory: 16132 grad_norm: 1.0970 loss: 2.8672 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 2.8672 2023/07/20 20:01:03 - mmengine - INFO - Epoch(train) [11][6100/9365] lr: 2.3513e-01 eta: 21:34:29 time: 0.6168 data_time: 0.0935 memory: 16132 grad_norm: 1.0830 loss: 2.8722 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.8722 2023/07/20 20:01:16 - mmengine - INFO - Epoch(train) [11][6120/9365] lr: 2.3507e-01 eta: 21:34:15 time: 0.6089 data_time: 0.1161 memory: 16132 grad_norm: 1.0896 loss: 2.8978 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.8978 2023/07/20 20:01:28 - mmengine - INFO - Epoch(train) [11][6140/9365] lr: 2.3502e-01 eta: 21:34:01 time: 0.5992 data_time: 0.1002 memory: 16132 grad_norm: 1.0897 loss: 2.8668 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.8668 2023/07/20 20:01:40 - mmengine - INFO - Epoch(train) [11][6160/9365] lr: 2.3496e-01 eta: 21:33:49 time: 0.6290 data_time: 0.1314 memory: 16132 grad_norm: 1.0701 loss: 2.8340 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.8340 2023/07/20 20:01:52 - mmengine - INFO - Epoch(train) [11][6180/9365] lr: 2.3491e-01 eta: 21:33:36 time: 0.6049 data_time: 0.1038 memory: 16132 grad_norm: 1.1187 loss: 2.9303 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.9303 2023/07/20 20:02:04 - mmengine - INFO - Epoch(train) [11][6200/9365] lr: 2.3485e-01 eta: 21:33:22 time: 0.6054 data_time: 0.1019 memory: 16132 grad_norm: 1.1124 loss: 3.0055 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 3.0055 2023/07/20 20:02:17 - mmengine - INFO - Epoch(train) [11][6220/9365] lr: 2.3480e-01 eta: 21:33:09 time: 0.6168 data_time: 0.0917 memory: 16132 grad_norm: 1.0921 loss: 2.9466 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.9466 2023/07/20 20:02:29 - mmengine - INFO - Epoch(train) [11][6240/9365] lr: 2.3474e-01 eta: 21:32:56 time: 0.6137 data_time: 0.1052 memory: 16132 grad_norm: 1.0662 loss: 2.8996 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.8996 2023/07/20 20:02:42 - mmengine - INFO - Epoch(train) [11][6260/9365] lr: 2.3469e-01 eta: 21:32:47 time: 0.6605 data_time: 0.1735 memory: 16132 grad_norm: 1.0939 loss: 2.8997 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8997 2023/07/20 20:02:55 - mmengine - INFO - Epoch(train) [11][6280/9365] lr: 2.3463e-01 eta: 21:32:35 time: 0.6343 data_time: 0.1115 memory: 16132 grad_norm: 1.1017 loss: 2.8128 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8128 2023/07/20 20:03:07 - mmengine - INFO - Epoch(train) [11][6300/9365] lr: 2.3458e-01 eta: 21:32:22 time: 0.6080 data_time: 0.1142 memory: 16132 grad_norm: 1.0993 loss: 2.7861 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.7861 2023/07/20 20:03:20 - mmengine - INFO - Epoch(train) [11][6320/9365] lr: 2.3452e-01 eta: 21:32:09 time: 0.6202 data_time: 0.1042 memory: 16132 grad_norm: 1.0987 loss: 2.9602 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.9602 2023/07/20 20:03:32 - mmengine - INFO - Epoch(train) [11][6340/9365] lr: 2.3447e-01 eta: 21:31:58 time: 0.6324 data_time: 0.1009 memory: 16132 grad_norm: 1.1095 loss: 2.8369 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8369 2023/07/20 20:03:39 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 20:03:45 - mmengine - INFO - Epoch(train) [11][6360/9365] lr: 2.3441e-01 eta: 21:31:46 time: 0.6271 data_time: 0.1037 memory: 16132 grad_norm: 1.0933 loss: 2.9625 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.9625 2023/07/20 20:03:58 - mmengine - INFO - Epoch(train) [11][6380/9365] lr: 2.3436e-01 eta: 21:31:35 time: 0.6478 data_time: 0.1155 memory: 16132 grad_norm: 1.0738 loss: 2.8258 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 2.8258 2023/07/20 20:04:11 - mmengine - INFO - Epoch(train) [11][6400/9365] lr: 2.3430e-01 eta: 21:31:26 time: 0.6619 data_time: 0.1120 memory: 16132 grad_norm: 1.1007 loss: 2.9339 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9339 2023/07/20 20:04:23 - mmengine - INFO - Epoch(train) [11][6420/9365] lr: 2.3425e-01 eta: 21:31:13 time: 0.6103 data_time: 0.1099 memory: 16132 grad_norm: 1.1047 loss: 2.8777 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8777 2023/07/20 20:04:35 - mmengine - INFO - Epoch(train) [11][6440/9365] lr: 2.3419e-01 eta: 21:30:59 time: 0.6031 data_time: 0.1131 memory: 16132 grad_norm: 1.0954 loss: 2.9001 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9001 2023/07/20 20:04:48 - mmengine - INFO - Epoch(train) [11][6460/9365] lr: 2.3414e-01 eta: 21:30:46 time: 0.6188 data_time: 0.1087 memory: 16132 grad_norm: 1.0855 loss: 2.8265 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8265 2023/07/20 20:05:00 - mmengine - INFO - Epoch(train) [11][6480/9365] lr: 2.3408e-01 eta: 21:30:33 time: 0.6169 data_time: 0.1145 memory: 16132 grad_norm: 1.0859 loss: 3.0349 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.0349 2023/07/20 20:05:13 - mmengine - INFO - Epoch(train) [11][6500/9365] lr: 2.3403e-01 eta: 21:30:21 time: 0.6199 data_time: 0.1419 memory: 16132 grad_norm: 1.1080 loss: 2.8784 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8784 2023/07/20 20:05:25 - mmengine - INFO - Epoch(train) [11][6520/9365] lr: 2.3397e-01 eta: 21:30:08 time: 0.6155 data_time: 0.1120 memory: 16132 grad_norm: 1.0965 loss: 2.9024 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9024 2023/07/20 20:05:38 - mmengine - INFO - Epoch(train) [11][6540/9365] lr: 2.3392e-01 eta: 21:29:59 time: 0.6705 data_time: 0.1145 memory: 16132 grad_norm: 1.1145 loss: 2.9620 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.9620 2023/07/20 20:05:50 - mmengine - INFO - Epoch(train) [11][6560/9365] lr: 2.3386e-01 eta: 21:29:45 time: 0.6011 data_time: 0.1113 memory: 16132 grad_norm: 1.0828 loss: 2.7911 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.7911 2023/07/20 20:06:02 - mmengine - INFO - Epoch(train) [11][6580/9365] lr: 2.3381e-01 eta: 21:29:32 time: 0.6049 data_time: 0.1054 memory: 16132 grad_norm: 1.1326 loss: 3.0089 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0089 2023/07/20 20:06:15 - mmengine - INFO - Epoch(train) [11][6600/9365] lr: 2.3375e-01 eta: 21:29:18 time: 0.6098 data_time: 0.1089 memory: 16132 grad_norm: 1.0967 loss: 2.7679 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.7679 2023/07/20 20:06:27 - mmengine - INFO - Epoch(train) [11][6620/9365] lr: 2.3369e-01 eta: 21:29:07 time: 0.6306 data_time: 0.1254 memory: 16132 grad_norm: 1.1258 loss: 2.8787 top1_acc: 0.1875 top5_acc: 0.6562 loss_cls: 2.8787 2023/07/20 20:06:40 - mmengine - INFO - Epoch(train) [11][6640/9365] lr: 2.3364e-01 eta: 21:28:55 time: 0.6363 data_time: 0.1085 memory: 16132 grad_norm: 1.1257 loss: 2.9442 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9442 2023/07/20 20:06:53 - mmengine - INFO - Epoch(train) [11][6660/9365] lr: 2.3358e-01 eta: 21:28:43 time: 0.6208 data_time: 0.1106 memory: 16132 grad_norm: 1.0899 loss: 2.8843 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8843 2023/07/20 20:07:05 - mmengine - INFO - Epoch(train) [11][6680/9365] lr: 2.3353e-01 eta: 21:28:30 time: 0.6112 data_time: 0.0998 memory: 16132 grad_norm: 1.1052 loss: 3.0310 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0310 2023/07/20 20:07:17 - mmengine - INFO - Epoch(train) [11][6700/9365] lr: 2.3347e-01 eta: 21:28:17 time: 0.6159 data_time: 0.1100 memory: 16132 grad_norm: 1.1044 loss: 2.9347 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9347 2023/07/20 20:07:29 - mmengine - INFO - Epoch(train) [11][6720/9365] lr: 2.3342e-01 eta: 21:28:04 time: 0.6095 data_time: 0.0988 memory: 16132 grad_norm: 1.0841 loss: 2.8996 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8996 2023/07/20 20:07:42 - mmengine - INFO - Epoch(train) [11][6740/9365] lr: 2.3336e-01 eta: 21:27:52 time: 0.6253 data_time: 0.1149 memory: 16132 grad_norm: 1.0981 loss: 2.7470 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.7470 2023/07/20 20:07:55 - mmengine - INFO - Epoch(train) [11][6760/9365] lr: 2.3331e-01 eta: 21:27:40 time: 0.6411 data_time: 0.1363 memory: 16132 grad_norm: 1.1244 loss: 2.9156 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9156 2023/07/20 20:08:07 - mmengine - INFO - Epoch(train) [11][6780/9365] lr: 2.3325e-01 eta: 21:27:28 time: 0.6143 data_time: 0.1391 memory: 16132 grad_norm: 1.0982 loss: 2.9082 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9082 2023/07/20 20:08:19 - mmengine - INFO - Epoch(train) [11][6800/9365] lr: 2.3320e-01 eta: 21:27:15 time: 0.6169 data_time: 0.1044 memory: 16132 grad_norm: 1.1005 loss: 2.8651 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 2.8651 2023/07/20 20:08:32 - mmengine - INFO - Epoch(train) [11][6820/9365] lr: 2.3314e-01 eta: 21:27:04 time: 0.6379 data_time: 0.1112 memory: 16132 grad_norm: 1.1021 loss: 2.7755 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 2.7755 2023/07/20 20:08:44 - mmengine - INFO - Epoch(train) [11][6840/9365] lr: 2.3309e-01 eta: 21:26:50 time: 0.6054 data_time: 0.1155 memory: 16132 grad_norm: 1.1040 loss: 2.9785 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 2.9785 2023/07/20 20:08:56 - mmengine - INFO - Epoch(train) [11][6860/9365] lr: 2.3303e-01 eta: 21:26:36 time: 0.6023 data_time: 0.1082 memory: 16132 grad_norm: 1.1109 loss: 2.8401 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.8401 2023/07/20 20:09:08 - mmengine - INFO - Epoch(train) [11][6880/9365] lr: 2.3298e-01 eta: 21:26:22 time: 0.5892 data_time: 0.0870 memory: 16132 grad_norm: 1.0983 loss: 2.8485 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.8485 2023/07/20 20:09:21 - mmengine - INFO - Epoch(train) [11][6900/9365] lr: 2.3292e-01 eta: 21:26:11 time: 0.6424 data_time: 0.1110 memory: 16132 grad_norm: 1.1154 loss: 2.9000 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9000 2023/07/20 20:09:34 - mmengine - INFO - Epoch(train) [11][6920/9365] lr: 2.3287e-01 eta: 21:25:59 time: 0.6283 data_time: 0.1172 memory: 16132 grad_norm: 1.0962 loss: 2.9064 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.9064 2023/07/20 20:09:46 - mmengine - INFO - Epoch(train) [11][6940/9365] lr: 2.3281e-01 eta: 21:25:47 time: 0.6386 data_time: 0.1019 memory: 16132 grad_norm: 1.0875 loss: 2.9283 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.9283 2023/07/20 20:09:59 - mmengine - INFO - Epoch(train) [11][6960/9365] lr: 2.3276e-01 eta: 21:25:35 time: 0.6192 data_time: 0.1385 memory: 16132 grad_norm: 1.1137 loss: 2.8455 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8455 2023/07/20 20:10:11 - mmengine - INFO - Epoch(train) [11][6980/9365] lr: 2.3270e-01 eta: 21:25:23 time: 0.6312 data_time: 0.1200 memory: 16132 grad_norm: 1.0909 loss: 2.8637 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 2.8637 2023/07/20 20:10:24 - mmengine - INFO - Epoch(train) [11][7000/9365] lr: 2.3265e-01 eta: 21:25:10 time: 0.6079 data_time: 0.1100 memory: 16132 grad_norm: 1.0881 loss: 2.8056 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.8056 2023/07/20 20:10:37 - mmengine - INFO - Epoch(train) [11][7020/9365] lr: 2.3259e-01 eta: 21:25:00 time: 0.6555 data_time: 0.1115 memory: 16132 grad_norm: 1.0869 loss: 2.7875 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7875 2023/07/20 20:10:49 - mmengine - INFO - Epoch(train) [11][7040/9365] lr: 2.3254e-01 eta: 21:24:45 time: 0.5940 data_time: 0.1048 memory: 16132 grad_norm: 1.1312 loss: 2.8512 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.8512 2023/07/20 20:11:01 - mmengine - INFO - Epoch(train) [11][7060/9365] lr: 2.3248e-01 eta: 21:24:33 time: 0.6279 data_time: 0.1060 memory: 16132 grad_norm: 1.0944 loss: 2.9054 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9054 2023/07/20 20:11:13 - mmengine - INFO - Epoch(train) [11][7080/9365] lr: 2.3243e-01 eta: 21:24:20 time: 0.6111 data_time: 0.0799 memory: 16132 grad_norm: 1.0970 loss: 2.7403 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.7403 2023/07/20 20:11:25 - mmengine - INFO - Epoch(train) [11][7100/9365] lr: 2.3237e-01 eta: 21:24:06 time: 0.5955 data_time: 0.1169 memory: 16132 grad_norm: 1.1146 loss: 2.9301 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.9301 2023/07/20 20:11:38 - mmengine - INFO - Epoch(train) [11][7120/9365] lr: 2.3232e-01 eta: 21:23:53 time: 0.6169 data_time: 0.1052 memory: 16132 grad_norm: 1.1085 loss: 2.9858 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9858 2023/07/20 20:11:50 - mmengine - INFO - Epoch(train) [11][7140/9365] lr: 2.3226e-01 eta: 21:23:41 time: 0.6282 data_time: 0.1148 memory: 16132 grad_norm: 1.1024 loss: 3.0671 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0671 2023/07/20 20:12:02 - mmengine - INFO - Epoch(train) [11][7160/9365] lr: 2.3221e-01 eta: 21:23:27 time: 0.5998 data_time: 0.1084 memory: 16132 grad_norm: 1.0832 loss: 2.9747 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.9747 2023/07/20 20:12:15 - mmengine - INFO - Epoch(train) [11][7180/9365] lr: 2.3215e-01 eta: 21:23:15 time: 0.6179 data_time: 0.1015 memory: 16132 grad_norm: 1.1077 loss: 3.0908 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0908 2023/07/20 20:12:27 - mmengine - INFO - Epoch(train) [11][7200/9365] lr: 2.3210e-01 eta: 21:23:01 time: 0.6062 data_time: 0.1061 memory: 16132 grad_norm: 1.1212 loss: 2.9077 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.9077 2023/07/20 20:12:39 - mmengine - INFO - Epoch(train) [11][7220/9365] lr: 2.3204e-01 eta: 21:22:49 time: 0.6197 data_time: 0.1257 memory: 16132 grad_norm: 1.0967 loss: 2.8183 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8183 2023/07/20 20:12:52 - mmengine - INFO - Epoch(train) [11][7240/9365] lr: 2.3199e-01 eta: 21:22:37 time: 0.6357 data_time: 0.1312 memory: 16132 grad_norm: 1.1193 loss: 2.9525 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9525 2023/07/20 20:13:04 - mmengine - INFO - Epoch(train) [11][7260/9365] lr: 2.3193e-01 eta: 21:22:24 time: 0.6027 data_time: 0.1034 memory: 16132 grad_norm: 1.1180 loss: 2.9523 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9523 2023/07/20 20:13:17 - mmengine - INFO - Epoch(train) [11][7280/9365] lr: 2.3187e-01 eta: 21:22:13 time: 0.6463 data_time: 0.1073 memory: 16132 grad_norm: 1.1191 loss: 2.8217 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8217 2023/07/20 20:13:29 - mmengine - INFO - Epoch(train) [11][7300/9365] lr: 2.3182e-01 eta: 21:22:00 time: 0.6158 data_time: 0.1115 memory: 16132 grad_norm: 1.1122 loss: 2.9628 top1_acc: 0.5000 top5_acc: 0.9062 loss_cls: 2.9628 2023/07/20 20:13:42 - mmengine - INFO - Epoch(train) [11][7320/9365] lr: 2.3176e-01 eta: 21:21:49 time: 0.6325 data_time: 0.1019 memory: 16132 grad_norm: 1.0920 loss: 3.0870 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0870 2023/07/20 20:13:55 - mmengine - INFO - Epoch(train) [11][7340/9365] lr: 2.3171e-01 eta: 21:21:38 time: 0.6473 data_time: 0.1314 memory: 16132 grad_norm: 1.0845 loss: 2.9479 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9479 2023/07/20 20:14:01 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 20:14:07 - mmengine - INFO - Epoch(train) [11][7360/9365] lr: 2.3165e-01 eta: 21:21:23 time: 0.5924 data_time: 0.1127 memory: 16132 grad_norm: 1.1093 loss: 2.8481 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8481 2023/07/20 20:14:20 - mmengine - INFO - Epoch(train) [11][7380/9365] lr: 2.3160e-01 eta: 21:21:12 time: 0.6322 data_time: 0.1062 memory: 16132 grad_norm: 1.1050 loss: 2.9540 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.9540 2023/07/20 20:14:33 - mmengine - INFO - Epoch(train) [11][7400/9365] lr: 2.3154e-01 eta: 21:21:01 time: 0.6488 data_time: 0.1191 memory: 16132 grad_norm: 1.1010 loss: 2.7710 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7710 2023/07/20 20:14:45 - mmengine - INFO - Epoch(train) [11][7420/9365] lr: 2.3149e-01 eta: 21:20:49 time: 0.6206 data_time: 0.1147 memory: 16132 grad_norm: 1.1052 loss: 2.9569 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9569 2023/07/20 20:14:57 - mmengine - INFO - Epoch(train) [11][7440/9365] lr: 2.3143e-01 eta: 21:20:35 time: 0.5996 data_time: 0.1210 memory: 16132 grad_norm: 1.0818 loss: 2.8082 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.8082 2023/07/20 20:15:10 - mmengine - INFO - Epoch(train) [11][7460/9365] lr: 2.3138e-01 eta: 21:20:24 time: 0.6398 data_time: 0.1057 memory: 16132 grad_norm: 1.0840 loss: 2.9854 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9854 2023/07/20 20:15:22 - mmengine - INFO - Epoch(train) [11][7480/9365] lr: 2.3132e-01 eta: 21:20:11 time: 0.6142 data_time: 0.1117 memory: 16132 grad_norm: 1.0762 loss: 2.8317 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.8317 2023/07/20 20:15:35 - mmengine - INFO - Epoch(train) [11][7500/9365] lr: 2.3127e-01 eta: 21:19:59 time: 0.6232 data_time: 0.1094 memory: 16132 grad_norm: 1.1235 loss: 2.9161 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9161 2023/07/20 20:15:47 - mmengine - INFO - Epoch(train) [11][7520/9365] lr: 2.3121e-01 eta: 21:19:44 time: 0.5978 data_time: 0.1131 memory: 16132 grad_norm: 1.1133 loss: 2.8916 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8916 2023/07/20 20:15:59 - mmengine - INFO - Epoch(train) [11][7540/9365] lr: 2.3116e-01 eta: 21:19:33 time: 0.6328 data_time: 0.1113 memory: 16132 grad_norm: 1.0876 loss: 2.8796 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8796 2023/07/20 20:16:11 - mmengine - INFO - Epoch(train) [11][7560/9365] lr: 2.3110e-01 eta: 21:19:18 time: 0.5900 data_time: 0.1094 memory: 16132 grad_norm: 1.0791 loss: 2.9891 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.9891 2023/07/20 20:16:23 - mmengine - INFO - Epoch(train) [11][7580/9365] lr: 2.3105e-01 eta: 21:19:05 time: 0.6094 data_time: 0.1139 memory: 16132 grad_norm: 1.0870 loss: 2.8405 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8405 2023/07/20 20:16:36 - mmengine - INFO - Epoch(train) [11][7600/9365] lr: 2.3099e-01 eta: 21:18:53 time: 0.6300 data_time: 0.0968 memory: 16132 grad_norm: 1.0976 loss: 3.0158 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 3.0158 2023/07/20 20:16:48 - mmengine - INFO - Epoch(train) [11][7620/9365] lr: 2.3094e-01 eta: 21:18:39 time: 0.6031 data_time: 0.1123 memory: 16132 grad_norm: 1.0928 loss: 2.9100 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 2.9100 2023/07/20 20:17:00 - mmengine - INFO - Epoch(train) [11][7640/9365] lr: 2.3088e-01 eta: 21:18:26 time: 0.6115 data_time: 0.1080 memory: 16132 grad_norm: 1.0758 loss: 2.8603 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.8603 2023/07/20 20:17:12 - mmengine - INFO - Epoch(train) [11][7660/9365] lr: 2.3083e-01 eta: 21:18:12 time: 0.5999 data_time: 0.1051 memory: 16132 grad_norm: 1.0835 loss: 2.7975 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7975 2023/07/20 20:17:25 - mmengine - INFO - Epoch(train) [11][7680/9365] lr: 2.3077e-01 eta: 21:18:01 time: 0.6414 data_time: 0.1067 memory: 16132 grad_norm: 1.1215 loss: 2.8036 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.8036 2023/07/20 20:17:37 - mmengine - INFO - Epoch(train) [11][7700/9365] lr: 2.3072e-01 eta: 21:17:48 time: 0.6100 data_time: 0.0973 memory: 16132 grad_norm: 1.1200 loss: 2.7334 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.7334 2023/07/20 20:17:50 - mmengine - INFO - Epoch(train) [11][7720/9365] lr: 2.3066e-01 eta: 21:17:35 time: 0.6163 data_time: 0.0943 memory: 16132 grad_norm: 1.0881 loss: 2.7432 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.7432 2023/07/20 20:18:02 - mmengine - INFO - Epoch(train) [11][7740/9365] lr: 2.3060e-01 eta: 21:17:23 time: 0.6250 data_time: 0.1037 memory: 16132 grad_norm: 1.1111 loss: 2.8133 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.8133 2023/07/20 20:18:14 - mmengine - INFO - Epoch(train) [11][7760/9365] lr: 2.3055e-01 eta: 21:17:10 time: 0.6080 data_time: 0.1184 memory: 16132 grad_norm: 1.1291 loss: 2.9424 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 2.9424 2023/07/20 20:18:27 - mmengine - INFO - Epoch(train) [11][7780/9365] lr: 2.3049e-01 eta: 21:16:58 time: 0.6330 data_time: 0.1098 memory: 16132 grad_norm: 1.1028 loss: 2.9107 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9107 2023/07/20 20:18:39 - mmengine - INFO - Epoch(train) [11][7800/9365] lr: 2.3044e-01 eta: 21:16:44 time: 0.5909 data_time: 0.1094 memory: 16132 grad_norm: 1.1009 loss: 2.8642 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.8642 2023/07/20 20:18:52 - mmengine - INFO - Epoch(train) [11][7820/9365] lr: 2.3038e-01 eta: 21:16:34 time: 0.6522 data_time: 0.1141 memory: 16132 grad_norm: 1.1077 loss: 2.9854 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9854 2023/07/20 20:19:04 - mmengine - INFO - Epoch(train) [11][7840/9365] lr: 2.3033e-01 eta: 21:16:21 time: 0.6173 data_time: 0.1153 memory: 16132 grad_norm: 1.1285 loss: 2.8373 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.8373 2023/07/20 20:19:16 - mmengine - INFO - Epoch(train) [11][7860/9365] lr: 2.3027e-01 eta: 21:16:08 time: 0.6080 data_time: 0.1125 memory: 16132 grad_norm: 1.1387 loss: 2.8618 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.8618 2023/07/20 20:19:29 - mmengine - INFO - Epoch(train) [11][7880/9365] lr: 2.3022e-01 eta: 21:15:54 time: 0.6024 data_time: 0.1103 memory: 16132 grad_norm: 1.1109 loss: 2.9118 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9118 2023/07/20 20:19:41 - mmengine - INFO - Epoch(train) [11][7900/9365] lr: 2.3016e-01 eta: 21:15:40 time: 0.6041 data_time: 0.1073 memory: 16132 grad_norm: 1.1140 loss: 2.9382 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9382 2023/07/20 20:19:53 - mmengine - INFO - Epoch(train) [11][7920/9365] lr: 2.3011e-01 eta: 21:15:27 time: 0.6149 data_time: 0.1106 memory: 16132 grad_norm: 1.1036 loss: 2.9860 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9860 2023/07/20 20:20:06 - mmengine - INFO - Epoch(train) [11][7940/9365] lr: 2.3005e-01 eta: 21:15:16 time: 0.6303 data_time: 0.1092 memory: 16132 grad_norm: 1.0955 loss: 2.8095 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.8095 2023/07/20 20:20:18 - mmengine - INFO - Epoch(train) [11][7960/9365] lr: 2.3000e-01 eta: 21:15:03 time: 0.6187 data_time: 0.1268 memory: 16132 grad_norm: 1.1176 loss: 2.7823 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7823 2023/07/20 20:20:30 - mmengine - INFO - Epoch(train) [11][7980/9365] lr: 2.2994e-01 eta: 21:14:50 time: 0.6125 data_time: 0.1045 memory: 16132 grad_norm: 1.1178 loss: 2.9150 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.9150 2023/07/20 20:20:42 - mmengine - INFO - Epoch(train) [11][8000/9365] lr: 2.2989e-01 eta: 21:14:36 time: 0.6011 data_time: 0.1013 memory: 16132 grad_norm: 1.0925 loss: 2.9404 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9404 2023/07/20 20:20:55 - mmengine - INFO - Epoch(train) [11][8020/9365] lr: 2.2983e-01 eta: 21:14:25 time: 0.6367 data_time: 0.1008 memory: 16132 grad_norm: 1.1055 loss: 2.8338 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8338 2023/07/20 20:21:08 - mmengine - INFO - Epoch(train) [11][8040/9365] lr: 2.2978e-01 eta: 21:14:13 time: 0.6320 data_time: 0.1020 memory: 16132 grad_norm: 1.1093 loss: 2.6215 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.6215 2023/07/20 20:21:21 - mmengine - INFO - Epoch(train) [11][8060/9365] lr: 2.2972e-01 eta: 21:14:02 time: 0.6406 data_time: 0.1178 memory: 16132 grad_norm: 1.1248 loss: 2.9486 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.9486 2023/07/20 20:21:33 - mmengine - INFO - Epoch(train) [11][8080/9365] lr: 2.2967e-01 eta: 21:13:50 time: 0.6294 data_time: 0.1390 memory: 16132 grad_norm: 1.1212 loss: 2.7994 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.7994 2023/07/20 20:21:45 - mmengine - INFO - Epoch(train) [11][8100/9365] lr: 2.2961e-01 eta: 21:13:37 time: 0.6077 data_time: 0.1206 memory: 16132 grad_norm: 1.1118 loss: 2.9161 top1_acc: 0.3750 top5_acc: 0.4688 loss_cls: 2.9161 2023/07/20 20:21:58 - mmengine - INFO - Epoch(train) [11][8120/9365] lr: 2.2955e-01 eta: 21:13:24 time: 0.6233 data_time: 0.1031 memory: 16132 grad_norm: 1.1058 loss: 2.7862 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.7862 2023/07/20 20:22:10 - mmengine - INFO - Epoch(train) [11][8140/9365] lr: 2.2950e-01 eta: 21:13:11 time: 0.6085 data_time: 0.1098 memory: 16132 grad_norm: 1.1048 loss: 2.8008 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8008 2023/07/20 20:22:22 - mmengine - INFO - Epoch(train) [11][8160/9365] lr: 2.2944e-01 eta: 21:12:58 time: 0.6138 data_time: 0.1036 memory: 16132 grad_norm: 1.1344 loss: 2.7689 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7689 2023/07/20 20:22:35 - mmengine - INFO - Epoch(train) [11][8180/9365] lr: 2.2939e-01 eta: 21:12:47 time: 0.6440 data_time: 0.1621 memory: 16132 grad_norm: 1.1119 loss: 2.9140 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.9140 2023/07/20 20:22:47 - mmengine - INFO - Epoch(train) [11][8200/9365] lr: 2.2933e-01 eta: 21:12:33 time: 0.5886 data_time: 0.1101 memory: 16132 grad_norm: 1.0959 loss: 3.0033 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0033 2023/07/20 20:22:59 - mmengine - INFO - Epoch(train) [11][8220/9365] lr: 2.2928e-01 eta: 21:12:20 time: 0.6121 data_time: 0.1219 memory: 16132 grad_norm: 1.1109 loss: 2.7970 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7970 2023/07/20 20:23:12 - mmengine - INFO - Epoch(train) [11][8240/9365] lr: 2.2922e-01 eta: 21:12:07 time: 0.6168 data_time: 0.0986 memory: 16132 grad_norm: 1.1268 loss: 2.8852 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.8852 2023/07/20 20:23:24 - mmengine - INFO - Epoch(train) [11][8260/9365] lr: 2.2917e-01 eta: 21:11:54 time: 0.6157 data_time: 0.1101 memory: 16132 grad_norm: 1.1045 loss: 2.9307 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9307 2023/07/20 20:23:37 - mmengine - INFO - Epoch(train) [11][8280/9365] lr: 2.2911e-01 eta: 21:11:42 time: 0.6278 data_time: 0.1082 memory: 16132 grad_norm: 1.1135 loss: 2.9303 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9303 2023/07/20 20:23:49 - mmengine - INFO - Epoch(train) [11][8300/9365] lr: 2.2906e-01 eta: 21:11:31 time: 0.6331 data_time: 0.1091 memory: 16132 grad_norm: 1.1176 loss: 2.9547 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.9547 2023/07/20 20:24:02 - mmengine - INFO - Epoch(train) [11][8320/9365] lr: 2.2900e-01 eta: 21:11:18 time: 0.6182 data_time: 0.1084 memory: 16132 grad_norm: 1.1052 loss: 2.7306 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.7306 2023/07/20 20:24:14 - mmengine - INFO - Epoch(train) [11][8340/9365] lr: 2.2895e-01 eta: 21:11:06 time: 0.6282 data_time: 0.1101 memory: 16132 grad_norm: 1.1249 loss: 2.8883 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8883 2023/07/20 20:24:20 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 20:24:26 - mmengine - INFO - Epoch(train) [11][8360/9365] lr: 2.2889e-01 eta: 21:10:53 time: 0.6144 data_time: 0.1103 memory: 16132 grad_norm: 1.1131 loss: 2.8914 top1_acc: 0.1250 top5_acc: 0.5625 loss_cls: 2.8914 2023/07/20 20:24:38 - mmengine - INFO - Epoch(train) [11][8380/9365] lr: 2.2884e-01 eta: 21:10:38 time: 0.5877 data_time: 0.0950 memory: 16132 grad_norm: 1.1095 loss: 2.8865 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.8865 2023/07/20 20:24:51 - mmengine - INFO - Epoch(train) [11][8400/9365] lr: 2.2878e-01 eta: 21:10:26 time: 0.6181 data_time: 0.1053 memory: 16132 grad_norm: 1.1170 loss: 3.0104 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 3.0104 2023/07/20 20:25:03 - mmengine - INFO - Epoch(train) [11][8420/9365] lr: 2.2872e-01 eta: 21:10:14 time: 0.6234 data_time: 0.1109 memory: 16132 grad_norm: 1.1022 loss: 2.8058 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.8058 2023/07/20 20:25:16 - mmengine - INFO - Epoch(train) [11][8440/9365] lr: 2.2867e-01 eta: 21:10:03 time: 0.6458 data_time: 0.1475 memory: 16132 grad_norm: 1.1189 loss: 3.0236 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0236 2023/07/20 20:25:28 - mmengine - INFO - Epoch(train) [11][8460/9365] lr: 2.2861e-01 eta: 21:09:48 time: 0.5879 data_time: 0.1109 memory: 16132 grad_norm: 1.0921 loss: 2.8427 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8427 2023/07/20 20:25:40 - mmengine - INFO - Epoch(train) [11][8480/9365] lr: 2.2856e-01 eta: 21:09:36 time: 0.6268 data_time: 0.1061 memory: 16132 grad_norm: 1.1159 loss: 3.0140 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 3.0140 2023/07/20 20:25:54 - mmengine - INFO - Epoch(train) [11][8500/9365] lr: 2.2850e-01 eta: 21:09:26 time: 0.6581 data_time: 0.1062 memory: 16132 grad_norm: 1.1184 loss: 2.8274 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.8274 2023/07/20 20:26:06 - mmengine - INFO - Epoch(train) [11][8520/9365] lr: 2.2845e-01 eta: 21:09:13 time: 0.6063 data_time: 0.1067 memory: 16132 grad_norm: 1.1110 loss: 2.8387 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.8387 2023/07/20 20:26:18 - mmengine - INFO - Epoch(train) [11][8540/9365] lr: 2.2839e-01 eta: 21:09:00 time: 0.6163 data_time: 0.1132 memory: 16132 grad_norm: 1.0997 loss: 2.8155 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.8155 2023/07/20 20:26:30 - mmengine - INFO - Epoch(train) [11][8560/9365] lr: 2.2834e-01 eta: 21:08:47 time: 0.6207 data_time: 0.1082 memory: 16132 grad_norm: 1.0913 loss: 2.8734 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.8734 2023/07/20 20:26:43 - mmengine - INFO - Epoch(train) [11][8580/9365] lr: 2.2828e-01 eta: 21:08:34 time: 0.6090 data_time: 0.1037 memory: 16132 grad_norm: 1.1310 loss: 2.8593 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.8593 2023/07/20 20:26:56 - mmengine - INFO - Epoch(train) [11][8600/9365] lr: 2.2823e-01 eta: 21:08:26 time: 0.6768 data_time: 0.1078 memory: 16132 grad_norm: 1.0822 loss: 2.8626 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 2.8626 2023/07/20 20:27:09 - mmengine - INFO - Epoch(train) [11][8620/9365] lr: 2.2817e-01 eta: 21:08:12 time: 0.6120 data_time: 0.1143 memory: 16132 grad_norm: 1.1161 loss: 2.8322 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.8322 2023/07/20 20:27:21 - mmengine - INFO - Epoch(train) [11][8640/9365] lr: 2.2812e-01 eta: 21:08:01 time: 0.6280 data_time: 0.1037 memory: 16132 grad_norm: 1.0999 loss: 2.8915 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.8915 2023/07/20 20:27:33 - mmengine - INFO - Epoch(train) [11][8660/9365] lr: 2.2806e-01 eta: 21:07:47 time: 0.5993 data_time: 0.1163 memory: 16132 grad_norm: 1.1264 loss: 2.8410 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 2.8410 2023/07/20 20:27:46 - mmengine - INFO - Epoch(train) [11][8680/9365] lr: 2.2801e-01 eta: 21:07:34 time: 0.6192 data_time: 0.1154 memory: 16132 grad_norm: 1.1190 loss: 2.9525 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9525 2023/07/20 20:27:58 - mmengine - INFO - Epoch(train) [11][8700/9365] lr: 2.2795e-01 eta: 21:07:23 time: 0.6464 data_time: 0.1028 memory: 16132 grad_norm: 1.1037 loss: 2.9852 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9852 2023/07/20 20:28:11 - mmengine - INFO - Epoch(train) [11][8720/9365] lr: 2.2789e-01 eta: 21:07:13 time: 0.6501 data_time: 0.1075 memory: 16132 grad_norm: 1.1199 loss: 2.9477 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9477 2023/07/20 20:28:24 - mmengine - INFO - Epoch(train) [11][8740/9365] lr: 2.2784e-01 eta: 21:07:02 time: 0.6381 data_time: 0.1356 memory: 16132 grad_norm: 1.1033 loss: 2.9119 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9119 2023/07/20 20:28:37 - mmengine - INFO - Epoch(train) [11][8760/9365] lr: 2.2778e-01 eta: 21:06:49 time: 0.6167 data_time: 0.1201 memory: 16132 grad_norm: 1.0737 loss: 2.8819 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8819 2023/07/20 20:28:49 - mmengine - INFO - Epoch(train) [11][8780/9365] lr: 2.2773e-01 eta: 21:06:36 time: 0.6174 data_time: 0.1065 memory: 16132 grad_norm: 1.1158 loss: 2.8558 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.8558 2023/07/20 20:29:02 - mmengine - INFO - Epoch(train) [11][8800/9365] lr: 2.2767e-01 eta: 21:06:25 time: 0.6437 data_time: 0.1668 memory: 16132 grad_norm: 1.1300 loss: 2.8412 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8412 2023/07/20 20:29:15 - mmengine - INFO - Epoch(train) [11][8820/9365] lr: 2.2762e-01 eta: 21:06:14 time: 0.6387 data_time: 0.1404 memory: 16132 grad_norm: 1.1185 loss: 2.9110 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9110 2023/07/20 20:29:27 - mmengine - INFO - Epoch(train) [11][8840/9365] lr: 2.2756e-01 eta: 21:06:02 time: 0.6362 data_time: 0.1202 memory: 16132 grad_norm: 1.1224 loss: 2.9295 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.9295 2023/07/20 20:29:40 - mmengine - INFO - Epoch(train) [11][8860/9365] lr: 2.2751e-01 eta: 21:05:49 time: 0.6130 data_time: 0.1056 memory: 16132 grad_norm: 1.1083 loss: 2.7408 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7408 2023/07/20 20:29:52 - mmengine - INFO - Epoch(train) [11][8880/9365] lr: 2.2745e-01 eta: 21:05:37 time: 0.6167 data_time: 0.1111 memory: 16132 grad_norm: 1.1136 loss: 2.8646 top1_acc: 0.4375 top5_acc: 0.5312 loss_cls: 2.8646 2023/07/20 20:30:05 - mmengine - INFO - Epoch(train) [11][8900/9365] lr: 2.2740e-01 eta: 21:05:25 time: 0.6240 data_time: 0.1094 memory: 16132 grad_norm: 1.1332 loss: 2.7865 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.7865 2023/07/20 20:30:17 - mmengine - INFO - Epoch(train) [11][8920/9365] lr: 2.2734e-01 eta: 21:05:13 time: 0.6339 data_time: 0.1107 memory: 16132 grad_norm: 1.1163 loss: 2.8516 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.8516 2023/07/20 20:30:29 - mmengine - INFO - Epoch(train) [11][8940/9365] lr: 2.2729e-01 eta: 21:05:00 time: 0.6111 data_time: 0.1131 memory: 16132 grad_norm: 1.0934 loss: 2.9176 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9176 2023/07/20 20:30:42 - mmengine - INFO - Epoch(train) [11][8960/9365] lr: 2.2723e-01 eta: 21:04:47 time: 0.6143 data_time: 0.1121 memory: 16132 grad_norm: 1.1228 loss: 2.9260 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9260 2023/07/20 20:30:54 - mmengine - INFO - Epoch(train) [11][8980/9365] lr: 2.2717e-01 eta: 21:04:33 time: 0.6054 data_time: 0.1135 memory: 16132 grad_norm: 1.1366 loss: 2.9737 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9737 2023/07/20 20:31:06 - mmengine - INFO - Epoch(train) [11][9000/9365] lr: 2.2712e-01 eta: 21:04:21 time: 0.6248 data_time: 0.1211 memory: 16132 grad_norm: 1.0960 loss: 2.8016 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.8016 2023/07/20 20:31:19 - mmengine - INFO - Epoch(train) [11][9020/9365] lr: 2.2706e-01 eta: 21:04:08 time: 0.6081 data_time: 0.1216 memory: 16132 grad_norm: 1.1390 loss: 2.7822 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.7822 2023/07/20 20:31:31 - mmengine - INFO - Epoch(train) [11][9040/9365] lr: 2.2701e-01 eta: 21:03:54 time: 0.5997 data_time: 0.1009 memory: 16132 grad_norm: 1.0978 loss: 2.8412 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8412 2023/07/20 20:31:43 - mmengine - INFO - Epoch(train) [11][9060/9365] lr: 2.2695e-01 eta: 21:03:42 time: 0.6314 data_time: 0.1007 memory: 16132 grad_norm: 1.1405 loss: 2.9251 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9251 2023/07/20 20:31:56 - mmengine - INFO - Epoch(train) [11][9080/9365] lr: 2.2690e-01 eta: 21:03:30 time: 0.6166 data_time: 0.1092 memory: 16132 grad_norm: 1.1066 loss: 2.7591 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7591 2023/07/20 20:32:08 - mmengine - INFO - Epoch(train) [11][9100/9365] lr: 2.2684e-01 eta: 21:03:17 time: 0.6112 data_time: 0.1255 memory: 16132 grad_norm: 1.1238 loss: 3.0463 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0463 2023/07/20 20:32:20 - mmengine - INFO - Epoch(train) [11][9120/9365] lr: 2.2679e-01 eta: 21:03:03 time: 0.6099 data_time: 0.0965 memory: 16132 grad_norm: 1.0952 loss: 2.8634 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 2.8634 2023/07/20 20:32:33 - mmengine - INFO - Epoch(train) [11][9140/9365] lr: 2.2673e-01 eta: 21:02:51 time: 0.6267 data_time: 0.0968 memory: 16132 grad_norm: 1.1439 loss: 2.6634 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.6634 2023/07/20 20:32:45 - mmengine - INFO - Epoch(train) [11][9160/9365] lr: 2.2668e-01 eta: 21:02:38 time: 0.6109 data_time: 0.1041 memory: 16132 grad_norm: 1.1101 loss: 2.9828 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9828 2023/07/20 20:32:58 - mmengine - INFO - Epoch(train) [11][9180/9365] lr: 2.2662e-01 eta: 21:02:28 time: 0.6476 data_time: 0.1100 memory: 16132 grad_norm: 1.1404 loss: 2.8387 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 2.8387 2023/07/20 20:33:11 - mmengine - INFO - Epoch(train) [11][9200/9365] lr: 2.2657e-01 eta: 21:02:16 time: 0.6405 data_time: 0.1104 memory: 16132 grad_norm: 1.1109 loss: 2.8136 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.8136 2023/07/20 20:33:23 - mmengine - INFO - Epoch(train) [11][9220/9365] lr: 2.2651e-01 eta: 21:02:04 time: 0.6173 data_time: 0.1087 memory: 16132 grad_norm: 1.1403 loss: 2.8620 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8620 2023/07/20 20:33:36 - mmengine - INFO - Epoch(train) [11][9240/9365] lr: 2.2645e-01 eta: 21:01:53 time: 0.6411 data_time: 0.1093 memory: 16132 grad_norm: 1.1047 loss: 2.8496 top1_acc: 0.5000 top5_acc: 0.5938 loss_cls: 2.8496 2023/07/20 20:33:48 - mmengine - INFO - Epoch(train) [11][9260/9365] lr: 2.2640e-01 eta: 21:01:40 time: 0.6179 data_time: 0.1145 memory: 16132 grad_norm: 1.1129 loss: 2.9218 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9218 2023/07/20 20:34:00 - mmengine - INFO - Epoch(train) [11][9280/9365] lr: 2.2634e-01 eta: 21:01:26 time: 0.5993 data_time: 0.1106 memory: 16132 grad_norm: 1.1168 loss: 2.9690 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.9690 2023/07/20 20:34:13 - mmengine - INFO - Epoch(train) [11][9300/9365] lr: 2.2629e-01 eta: 21:01:14 time: 0.6229 data_time: 0.0973 memory: 16132 grad_norm: 1.1374 loss: 2.9437 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9437 2023/07/20 20:34:25 - mmengine - INFO - Epoch(train) [11][9320/9365] lr: 2.2623e-01 eta: 21:01:01 time: 0.6126 data_time: 0.1060 memory: 16132 grad_norm: 1.1099 loss: 2.8553 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8553 2023/07/20 20:34:37 - mmengine - INFO - Epoch(train) [11][9340/9365] lr: 2.2618e-01 eta: 21:00:47 time: 0.6087 data_time: 0.1144 memory: 16132 grad_norm: 1.1379 loss: 2.9319 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9319 2023/07/20 20:34:43 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 20:34:49 - mmengine - INFO - Epoch(train) [11][9360/9365] lr: 2.2612e-01 eta: 21:00:32 time: 0.5801 data_time: 0.1092 memory: 16132 grad_norm: 1.1102 loss: 2.9003 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.9003 2023/07/20 20:34:51 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 20:34:51 - mmengine - INFO - Epoch(train) [11][9365/9365] lr: 2.2611e-01 eta: 21:00:28 time: 0.5439 data_time: 0.0966 memory: 16132 grad_norm: 1.1244 loss: 2.9311 top1_acc: 0.2500 top5_acc: 0.5833 loss_cls: 2.9311 2023/07/20 20:34:51 - mmengine - INFO - Saving checkpoint at 11 epochs 2023/07/20 20:35:10 - mmengine - INFO - Epoch(val) [11][20/78] eta: 0:00:49 time: 0.8615 data_time: 0.5050 memory: 3721 2023/07/20 20:35:22 - mmengine - INFO - Epoch(val) [11][40/78] eta: 0:00:27 time: 0.5875 data_time: 0.2371 memory: 3721 2023/07/20 20:35:34 - mmengine - INFO - Epoch(val) [11][60/78] eta: 0:00:12 time: 0.6260 data_time: 0.2524 memory: 3721 2023/07/20 20:35:43 - mmengine - INFO - Epoch(val) [11][78/78] acc/top1: 0.2761 acc/top5: 0.5291 acc/mean1: 0.2760 data_time: 0.2792 time: 0.6161 2023/07/20 20:35:43 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/daiwenxun/mmlab/mmaction2/work_dirs/slowonly_r50_8xb32-u48-240e_k400-keypoint/best_acc_top1_epoch_8.pth is removed 2023/07/20 20:35:44 - mmengine - INFO - The best checkpoint with 0.2761 acc/top1 at 11 epoch is saved to best_acc_top1_epoch_11.pth. 2023/07/20 20:36:05 - mmengine - INFO - Epoch(train) [12][ 20/9365] lr: 2.2605e-01 eta: 21:00:43 time: 1.0511 data_time: 0.4204 memory: 16132 grad_norm: 1.1128 loss: 2.7818 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 2.7818 2023/07/20 20:36:18 - mmengine - INFO - Epoch(train) [12][ 40/9365] lr: 2.2600e-01 eta: 21:00:33 time: 0.6515 data_time: 0.1820 memory: 16132 grad_norm: 1.1072 loss: 2.9427 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.9427 2023/07/20 20:36:30 - mmengine - INFO - Epoch(train) [12][ 60/9365] lr: 2.2594e-01 eta: 21:00:18 time: 0.5956 data_time: 0.1126 memory: 16132 grad_norm: 1.0871 loss: 2.9229 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9229 2023/07/20 20:36:43 - mmengine - INFO - Epoch(train) [12][ 80/9365] lr: 2.2589e-01 eta: 21:00:05 time: 0.6125 data_time: 0.1082 memory: 16132 grad_norm: 1.1448 loss: 3.0003 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0003 2023/07/20 20:36:55 - mmengine - INFO - Epoch(train) [12][ 100/9365] lr: 2.2583e-01 eta: 20:59:53 time: 0.6173 data_time: 0.1014 memory: 16132 grad_norm: 1.1457 loss: 2.9746 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.9746 2023/07/20 20:37:08 - mmengine - INFO - Epoch(train) [12][ 120/9365] lr: 2.2578e-01 eta: 20:59:41 time: 0.6290 data_time: 0.1153 memory: 16132 grad_norm: 1.1239 loss: 2.8756 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 2.8756 2023/07/20 20:37:20 - mmengine - INFO - Epoch(train) [12][ 140/9365] lr: 2.2572e-01 eta: 20:59:29 time: 0.6249 data_time: 0.1235 memory: 16132 grad_norm: 1.1024 loss: 2.7875 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.7875 2023/07/20 20:37:32 - mmengine - INFO - Epoch(train) [12][ 160/9365] lr: 2.2566e-01 eta: 20:59:16 time: 0.6137 data_time: 0.1174 memory: 16132 grad_norm: 1.1142 loss: 2.9460 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.9460 2023/07/20 20:37:45 - mmengine - INFO - Epoch(train) [12][ 180/9365] lr: 2.2561e-01 eta: 20:59:04 time: 0.6275 data_time: 0.1229 memory: 16132 grad_norm: 1.1273 loss: 2.9257 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.9257 2023/07/20 20:37:57 - mmengine - INFO - Epoch(train) [12][ 200/9365] lr: 2.2555e-01 eta: 20:58:50 time: 0.6083 data_time: 0.1065 memory: 16132 grad_norm: 1.1201 loss: 2.9697 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 2.9697 2023/07/20 20:38:09 - mmengine - INFO - Epoch(train) [12][ 220/9365] lr: 2.2550e-01 eta: 20:58:37 time: 0.6113 data_time: 0.1178 memory: 16132 grad_norm: 1.1124 loss: 2.9207 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.9207 2023/07/20 20:38:22 - mmengine - INFO - Epoch(train) [12][ 240/9365] lr: 2.2544e-01 eta: 20:58:26 time: 0.6362 data_time: 0.1068 memory: 16132 grad_norm: 1.1234 loss: 2.8445 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.8445 2023/07/20 20:38:35 - mmengine - INFO - Epoch(train) [12][ 260/9365] lr: 2.2539e-01 eta: 20:58:14 time: 0.6385 data_time: 0.1142 memory: 16132 grad_norm: 1.1292 loss: 2.8389 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8389 2023/07/20 20:38:47 - mmengine - INFO - Epoch(train) [12][ 280/9365] lr: 2.2533e-01 eta: 20:58:01 time: 0.5993 data_time: 0.1168 memory: 16132 grad_norm: 1.1183 loss: 2.9044 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.9044 2023/07/20 20:38:59 - mmengine - INFO - Epoch(train) [12][ 300/9365] lr: 2.2528e-01 eta: 20:57:48 time: 0.6202 data_time: 0.1054 memory: 16132 grad_norm: 1.1255 loss: 2.8358 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.8358 2023/07/20 20:39:12 - mmengine - INFO - Epoch(train) [12][ 320/9365] lr: 2.2522e-01 eta: 20:57:36 time: 0.6323 data_time: 0.1080 memory: 16132 grad_norm: 1.1132 loss: 2.8128 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8128 2023/07/20 20:39:24 - mmengine - INFO - Epoch(train) [12][ 340/9365] lr: 2.2517e-01 eta: 20:57:24 time: 0.6195 data_time: 0.1088 memory: 16132 grad_norm: 1.1270 loss: 2.9548 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9548 2023/07/20 20:39:36 - mmengine - INFO - Epoch(train) [12][ 360/9365] lr: 2.2511e-01 eta: 20:57:10 time: 0.5952 data_time: 0.1137 memory: 16132 grad_norm: 1.1126 loss: 2.9449 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 2.9449 2023/07/20 20:39:50 - mmengine - INFO - Epoch(train) [12][ 380/9365] lr: 2.2505e-01 eta: 20:57:01 time: 0.6723 data_time: 0.1226 memory: 16132 grad_norm: 1.1009 loss: 2.7761 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.7761 2023/07/20 20:40:02 - mmengine - INFO - Epoch(train) [12][ 400/9365] lr: 2.2500e-01 eta: 20:56:47 time: 0.6000 data_time: 0.1207 memory: 16132 grad_norm: 1.0915 loss: 2.7795 top1_acc: 0.1562 top5_acc: 0.5312 loss_cls: 2.7795 2023/07/20 20:40:14 - mmengine - INFO - Epoch(train) [12][ 420/9365] lr: 2.2494e-01 eta: 20:56:33 time: 0.6081 data_time: 0.1120 memory: 16132 grad_norm: 1.1367 loss: 2.9259 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9259 2023/07/20 20:40:26 - mmengine - INFO - Epoch(train) [12][ 440/9365] lr: 2.2489e-01 eta: 20:56:21 time: 0.6161 data_time: 0.1039 memory: 16132 grad_norm: 1.1114 loss: 2.8816 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8816 2023/07/20 20:40:39 - mmengine - INFO - Epoch(train) [12][ 460/9365] lr: 2.2483e-01 eta: 20:56:08 time: 0.6141 data_time: 0.1057 memory: 16132 grad_norm: 1.1030 loss: 2.7733 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.7733 2023/07/20 20:40:51 - mmengine - INFO - Epoch(train) [12][ 480/9365] lr: 2.2478e-01 eta: 20:55:55 time: 0.6156 data_time: 0.1051 memory: 16132 grad_norm: 1.1480 loss: 2.8917 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8917 2023/07/20 20:41:03 - mmengine - INFO - Epoch(train) [12][ 500/9365] lr: 2.2472e-01 eta: 20:55:43 time: 0.6229 data_time: 0.1025 memory: 16132 grad_norm: 1.1260 loss: 2.7794 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.7794 2023/07/20 20:41:16 - mmengine - INFO - Epoch(train) [12][ 520/9365] lr: 2.2467e-01 eta: 20:55:32 time: 0.6491 data_time: 0.1596 memory: 16132 grad_norm: 1.1190 loss: 2.8253 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8253 2023/07/20 20:41:29 - mmengine - INFO - Epoch(train) [12][ 540/9365] lr: 2.2461e-01 eta: 20:55:20 time: 0.6270 data_time: 0.1538 memory: 16132 grad_norm: 1.1419 loss: 2.7976 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.7976 2023/07/20 20:41:41 - mmengine - INFO - Epoch(train) [12][ 560/9365] lr: 2.2456e-01 eta: 20:55:07 time: 0.6126 data_time: 0.1054 memory: 16132 grad_norm: 1.1165 loss: 2.8571 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8571 2023/07/20 20:41:54 - mmengine - INFO - Epoch(train) [12][ 580/9365] lr: 2.2450e-01 eta: 20:54:54 time: 0.6198 data_time: 0.1293 memory: 16132 grad_norm: 1.1334 loss: 2.8269 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8269 2023/07/20 20:42:06 - mmengine - INFO - Epoch(train) [12][ 600/9365] lr: 2.2444e-01 eta: 20:54:40 time: 0.5893 data_time: 0.0978 memory: 16132 grad_norm: 1.1473 loss: 2.8984 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.8984 2023/07/20 20:42:18 - mmengine - INFO - Epoch(train) [12][ 620/9365] lr: 2.2439e-01 eta: 20:54:29 time: 0.6387 data_time: 0.1116 memory: 16132 grad_norm: 1.1151 loss: 2.9686 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9686 2023/07/20 20:42:31 - mmengine - INFO - Epoch(train) [12][ 640/9365] lr: 2.2433e-01 eta: 20:54:17 time: 0.6316 data_time: 0.1169 memory: 16132 grad_norm: 1.1147 loss: 2.7332 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7332 2023/07/20 20:42:43 - mmengine - INFO - Epoch(train) [12][ 660/9365] lr: 2.2428e-01 eta: 20:54:04 time: 0.6180 data_time: 0.1026 memory: 16132 grad_norm: 1.1430 loss: 2.6608 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.6608 2023/07/20 20:42:55 - mmengine - INFO - Epoch(train) [12][ 680/9365] lr: 2.2422e-01 eta: 20:53:50 time: 0.5974 data_time: 0.1268 memory: 16132 grad_norm: 1.1489 loss: 2.9306 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9306 2023/07/20 20:43:08 - mmengine - INFO - Epoch(train) [12][ 700/9365] lr: 2.2417e-01 eta: 20:53:38 time: 0.6181 data_time: 0.0993 memory: 16132 grad_norm: 1.0973 loss: 2.7964 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7964 2023/07/20 20:43:20 - mmengine - INFO - Epoch(train) [12][ 720/9365] lr: 2.2411e-01 eta: 20:53:26 time: 0.6291 data_time: 0.1008 memory: 16132 grad_norm: 1.1158 loss: 2.7644 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.7644 2023/07/20 20:43:33 - mmengine - INFO - Epoch(train) [12][ 740/9365] lr: 2.2406e-01 eta: 20:53:13 time: 0.6223 data_time: 0.1315 memory: 16132 grad_norm: 1.1162 loss: 2.7428 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7428 2023/07/20 20:43:45 - mmengine - INFO - Epoch(train) [12][ 760/9365] lr: 2.2400e-01 eta: 20:53:00 time: 0.6153 data_time: 0.1066 memory: 16132 grad_norm: 1.1133 loss: 2.8870 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.8870 2023/07/20 20:43:58 - mmengine - INFO - Epoch(train) [12][ 780/9365] lr: 2.2394e-01 eta: 20:52:48 time: 0.6228 data_time: 0.1065 memory: 16132 grad_norm: 1.1065 loss: 2.6502 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6502 2023/07/20 20:44:10 - mmengine - INFO - Epoch(train) [12][ 800/9365] lr: 2.2389e-01 eta: 20:52:34 time: 0.5994 data_time: 0.1085 memory: 16132 grad_norm: 1.1348 loss: 2.8598 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.8598 2023/07/20 20:44:22 - mmengine - INFO - Epoch(train) [12][ 820/9365] lr: 2.2383e-01 eta: 20:52:21 time: 0.6069 data_time: 0.1038 memory: 16132 grad_norm: 1.0930 loss: 2.7288 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.7288 2023/07/20 20:44:35 - mmengine - INFO - Epoch(train) [12][ 840/9365] lr: 2.2378e-01 eta: 20:52:10 time: 0.6466 data_time: 0.1157 memory: 16132 grad_norm: 1.1175 loss: 2.8195 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.8195 2023/07/20 20:44:47 - mmengine - INFO - Epoch(train) [12][ 860/9365] lr: 2.2372e-01 eta: 20:51:56 time: 0.5976 data_time: 0.1071 memory: 16132 grad_norm: 1.1175 loss: 2.8084 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8084 2023/07/20 20:44:59 - mmengine - INFO - Epoch(train) [12][ 880/9365] lr: 2.2367e-01 eta: 20:51:43 time: 0.6076 data_time: 0.0994 memory: 16132 grad_norm: 1.1113 loss: 2.9877 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.9877 2023/07/20 20:45:12 - mmengine - INFO - Epoch(train) [12][ 900/9365] lr: 2.2361e-01 eta: 20:51:32 time: 0.6441 data_time: 0.1113 memory: 16132 grad_norm: 1.1439 loss: 2.8787 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.8787 2023/07/20 20:45:24 - mmengine - INFO - Epoch(train) [12][ 920/9365] lr: 2.2356e-01 eta: 20:51:17 time: 0.5894 data_time: 0.1061 memory: 16132 grad_norm: 1.1278 loss: 2.7351 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.7351 2023/07/20 20:45:36 - mmengine - INFO - Epoch(train) [12][ 940/9365] lr: 2.2350e-01 eta: 20:51:06 time: 0.6323 data_time: 0.1014 memory: 16132 grad_norm: 1.1272 loss: 3.0198 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 3.0198 2023/07/20 20:45:49 - mmengine - INFO - Epoch(train) [12][ 960/9365] lr: 2.2345e-01 eta: 20:50:53 time: 0.6171 data_time: 0.1268 memory: 16132 grad_norm: 1.1240 loss: 2.7350 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.7350 2023/07/20 20:46:01 - mmengine - INFO - Epoch(train) [12][ 980/9365] lr: 2.2339e-01 eta: 20:50:40 time: 0.6051 data_time: 0.1033 memory: 16132 grad_norm: 1.1032 loss: 2.6910 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6910 2023/07/20 20:46:04 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 20:46:13 - mmengine - INFO - Epoch(train) [12][1000/9365] lr: 2.2333e-01 eta: 20:50:27 time: 0.6147 data_time: 0.1156 memory: 16132 grad_norm: 1.1060 loss: 2.9681 top1_acc: 0.0625 top5_acc: 0.5312 loss_cls: 2.9681 2023/07/20 20:46:25 - mmengine - INFO - Epoch(train) [12][1020/9365] lr: 2.2328e-01 eta: 20:50:13 time: 0.5949 data_time: 0.1024 memory: 16132 grad_norm: 1.1233 loss: 2.8135 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 2.8135 2023/07/20 20:46:38 - mmengine - INFO - Epoch(train) [12][1040/9365] lr: 2.2322e-01 eta: 20:50:01 time: 0.6300 data_time: 0.0998 memory: 16132 grad_norm: 1.1313 loss: 3.0372 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 3.0372 2023/07/20 20:46:50 - mmengine - INFO - Epoch(train) [12][1060/9365] lr: 2.2317e-01 eta: 20:49:47 time: 0.6048 data_time: 0.1296 memory: 16132 grad_norm: 1.1156 loss: 2.9826 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9826 2023/07/20 20:47:02 - mmengine - INFO - Epoch(train) [12][1080/9365] lr: 2.2311e-01 eta: 20:49:34 time: 0.6079 data_time: 0.1030 memory: 16132 grad_norm: 1.1195 loss: 2.6601 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.6601 2023/07/20 20:47:14 - mmengine - INFO - Epoch(train) [12][1100/9365] lr: 2.2306e-01 eta: 20:49:21 time: 0.6057 data_time: 0.1031 memory: 16132 grad_norm: 1.1408 loss: 2.8272 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.8272 2023/07/20 20:47:27 - mmengine - INFO - Epoch(train) [12][1120/9365] lr: 2.2300e-01 eta: 20:49:09 time: 0.6363 data_time: 0.1245 memory: 16132 grad_norm: 1.1472 loss: 2.8386 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.8386 2023/07/20 20:47:39 - mmengine - INFO - Epoch(train) [12][1140/9365] lr: 2.2295e-01 eta: 20:48:58 time: 0.6348 data_time: 0.1086 memory: 16132 grad_norm: 1.1375 loss: 2.8891 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8891 2023/07/20 20:47:52 - mmengine - INFO - Epoch(train) [12][1160/9365] lr: 2.2289e-01 eta: 20:48:45 time: 0.6176 data_time: 0.1114 memory: 16132 grad_norm: 1.1193 loss: 2.9216 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9216 2023/07/20 20:48:04 - mmengine - INFO - Epoch(train) [12][1180/9365] lr: 2.2283e-01 eta: 20:48:31 time: 0.5957 data_time: 0.1045 memory: 16132 grad_norm: 1.1379 loss: 2.6980 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.6980 2023/07/20 20:48:16 - mmengine - INFO - Epoch(train) [12][1200/9365] lr: 2.2278e-01 eta: 20:48:19 time: 0.6291 data_time: 0.1147 memory: 16132 grad_norm: 1.1427 loss: 2.9443 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9443 2023/07/20 20:48:29 - mmengine - INFO - Epoch(train) [12][1220/9365] lr: 2.2272e-01 eta: 20:48:06 time: 0.6113 data_time: 0.1089 memory: 16132 grad_norm: 1.1036 loss: 2.8475 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 2.8475 2023/07/20 20:48:41 - mmengine - INFO - Epoch(train) [12][1240/9365] lr: 2.2267e-01 eta: 20:47:54 time: 0.6272 data_time: 0.1315 memory: 16132 grad_norm: 1.1194 loss: 2.8529 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8529 2023/07/20 20:48:54 - mmengine - INFO - Epoch(train) [12][1260/9365] lr: 2.2261e-01 eta: 20:47:42 time: 0.6261 data_time: 0.1110 memory: 16132 grad_norm: 1.1441 loss: 2.8106 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8106 2023/07/20 20:49:06 - mmengine - INFO - Epoch(train) [12][1280/9365] lr: 2.2256e-01 eta: 20:47:30 time: 0.6319 data_time: 0.1086 memory: 16132 grad_norm: 1.1177 loss: 2.9714 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.9714 2023/07/20 20:49:19 - mmengine - INFO - Epoch(train) [12][1300/9365] lr: 2.2250e-01 eta: 20:47:17 time: 0.6115 data_time: 0.1150 memory: 16132 grad_norm: 1.1146 loss: 2.8601 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8601 2023/07/20 20:49:31 - mmengine - INFO - Epoch(train) [12][1320/9365] lr: 2.2245e-01 eta: 20:47:05 time: 0.6315 data_time: 0.1421 memory: 16132 grad_norm: 1.1227 loss: 2.8992 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8992 2023/07/20 20:49:44 - mmengine - INFO - Epoch(train) [12][1340/9365] lr: 2.2239e-01 eta: 20:46:52 time: 0.6185 data_time: 0.1085 memory: 16132 grad_norm: 1.1351 loss: 2.9115 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.9115 2023/07/20 20:49:56 - mmengine - INFO - Epoch(train) [12][1360/9365] lr: 2.2233e-01 eta: 20:46:40 time: 0.6267 data_time: 0.1246 memory: 16132 grad_norm: 1.1337 loss: 2.8566 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.8566 2023/07/20 20:50:08 - mmengine - INFO - Epoch(train) [12][1380/9365] lr: 2.2228e-01 eta: 20:46:26 time: 0.5956 data_time: 0.1009 memory: 16132 grad_norm: 1.1406 loss: 2.8497 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.8497 2023/07/20 20:50:20 - mmengine - INFO - Epoch(train) [12][1400/9365] lr: 2.2222e-01 eta: 20:46:13 time: 0.6035 data_time: 0.1145 memory: 16132 grad_norm: 1.1152 loss: 2.8608 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8608 2023/07/20 20:50:33 - mmengine - INFO - Epoch(train) [12][1420/9365] lr: 2.2217e-01 eta: 20:46:01 time: 0.6241 data_time: 0.1282 memory: 16132 grad_norm: 1.1404 loss: 2.8972 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8972 2023/07/20 20:50:46 - mmengine - INFO - Epoch(train) [12][1440/9365] lr: 2.2211e-01 eta: 20:45:49 time: 0.6398 data_time: 0.1277 memory: 16132 grad_norm: 1.1151 loss: 2.8940 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.8940 2023/07/20 20:50:58 - mmengine - INFO - Epoch(train) [12][1460/9365] lr: 2.2206e-01 eta: 20:45:36 time: 0.6004 data_time: 0.1107 memory: 16132 grad_norm: 1.1126 loss: 2.7737 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7737 2023/07/20 20:51:10 - mmengine - INFO - Epoch(train) [12][1480/9365] lr: 2.2200e-01 eta: 20:45:23 time: 0.6218 data_time: 0.1048 memory: 16132 grad_norm: 1.1228 loss: 2.9294 top1_acc: 0.4375 top5_acc: 0.5312 loss_cls: 2.9294 2023/07/20 20:51:23 - mmengine - INFO - Epoch(train) [12][1500/9365] lr: 2.2195e-01 eta: 20:45:11 time: 0.6232 data_time: 0.1365 memory: 16132 grad_norm: 1.1090 loss: 2.7324 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7324 2023/07/20 20:51:35 - mmengine - INFO - Epoch(train) [12][1520/9365] lr: 2.2189e-01 eta: 20:44:59 time: 0.6239 data_time: 0.1055 memory: 16132 grad_norm: 1.1621 loss: 2.8552 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8552 2023/07/20 20:51:47 - mmengine - INFO - Epoch(train) [12][1540/9365] lr: 2.2183e-01 eta: 20:44:46 time: 0.6167 data_time: 0.1138 memory: 16132 grad_norm: 1.1316 loss: 2.9247 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.9247 2023/07/20 20:51:59 - mmengine - INFO - Epoch(train) [12][1560/9365] lr: 2.2178e-01 eta: 20:44:32 time: 0.6026 data_time: 0.1099 memory: 16132 grad_norm: 1.1051 loss: 2.7934 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 2.7934 2023/07/20 20:52:12 - mmengine - INFO - Epoch(train) [12][1580/9365] lr: 2.2172e-01 eta: 20:44:20 time: 0.6250 data_time: 0.1073 memory: 16132 grad_norm: 1.1265 loss: 2.7834 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.7834 2023/07/20 20:52:25 - mmengine - INFO - Epoch(train) [12][1600/9365] lr: 2.2167e-01 eta: 20:44:08 time: 0.6252 data_time: 0.1383 memory: 16132 grad_norm: 1.1109 loss: 2.8788 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 2.8788 2023/07/20 20:52:37 - mmengine - INFO - Epoch(train) [12][1620/9365] lr: 2.2161e-01 eta: 20:43:56 time: 0.6255 data_time: 0.1149 memory: 16132 grad_norm: 1.1319 loss: 2.8932 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8932 2023/07/20 20:52:50 - mmengine - INFO - Epoch(train) [12][1640/9365] lr: 2.2156e-01 eta: 20:43:45 time: 0.6431 data_time: 0.1325 memory: 16132 grad_norm: 1.1445 loss: 2.8414 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8414 2023/07/20 20:53:02 - mmengine - INFO - Epoch(train) [12][1660/9365] lr: 2.2150e-01 eta: 20:43:32 time: 0.6181 data_time: 0.1128 memory: 16132 grad_norm: 1.1079 loss: 2.7580 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.7580 2023/07/20 20:53:15 - mmengine - INFO - Epoch(train) [12][1680/9365] lr: 2.2144e-01 eta: 20:43:20 time: 0.6246 data_time: 0.1567 memory: 16132 grad_norm: 1.1376 loss: 2.7150 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.7150 2023/07/20 20:53:27 - mmengine - INFO - Epoch(train) [12][1700/9365] lr: 2.2139e-01 eta: 20:43:07 time: 0.6167 data_time: 0.1112 memory: 16132 grad_norm: 1.1429 loss: 2.7976 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.7976 2023/07/20 20:53:40 - mmengine - INFO - Epoch(train) [12][1720/9365] lr: 2.2133e-01 eta: 20:42:55 time: 0.6214 data_time: 0.1074 memory: 16132 grad_norm: 1.1112 loss: 2.8585 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8585 2023/07/20 20:53:52 - mmengine - INFO - Epoch(train) [12][1740/9365] lr: 2.2128e-01 eta: 20:42:42 time: 0.6122 data_time: 0.1137 memory: 16132 grad_norm: 1.1289 loss: 2.9553 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.9553 2023/07/20 20:54:04 - mmengine - INFO - Epoch(train) [12][1760/9365] lr: 2.2122e-01 eta: 20:42:30 time: 0.6266 data_time: 0.1198 memory: 16132 grad_norm: 1.1036 loss: 2.9753 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9753 2023/07/20 20:54:17 - mmengine - INFO - Epoch(train) [12][1780/9365] lr: 2.2117e-01 eta: 20:42:18 time: 0.6324 data_time: 0.1071 memory: 16132 grad_norm: 1.1105 loss: 2.9507 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.9507 2023/07/20 20:54:30 - mmengine - INFO - Epoch(train) [12][1800/9365] lr: 2.2111e-01 eta: 20:42:06 time: 0.6348 data_time: 0.1124 memory: 16132 grad_norm: 1.1122 loss: 2.8016 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8016 2023/07/20 20:54:42 - mmengine - INFO - Epoch(train) [12][1820/9365] lr: 2.2106e-01 eta: 20:41:53 time: 0.6106 data_time: 0.1126 memory: 16132 grad_norm: 1.1227 loss: 3.0246 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 3.0246 2023/07/20 20:54:55 - mmengine - INFO - Epoch(train) [12][1840/9365] lr: 2.2100e-01 eta: 20:41:41 time: 0.6336 data_time: 0.1004 memory: 16132 grad_norm: 1.1292 loss: 2.7738 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7738 2023/07/20 20:55:07 - mmengine - INFO - Epoch(train) [12][1860/9365] lr: 2.2094e-01 eta: 20:41:28 time: 0.6016 data_time: 0.1188 memory: 16132 grad_norm: 1.1102 loss: 2.8954 top1_acc: 0.4688 top5_acc: 0.5625 loss_cls: 2.8954 2023/07/20 20:55:19 - mmengine - INFO - Epoch(train) [12][1880/9365] lr: 2.2089e-01 eta: 20:41:15 time: 0.6218 data_time: 0.1171 memory: 16132 grad_norm: 1.1523 loss: 3.0274 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 3.0274 2023/07/20 20:55:32 - mmengine - INFO - Epoch(train) [12][1900/9365] lr: 2.2083e-01 eta: 20:41:04 time: 0.6301 data_time: 0.1066 memory: 16132 grad_norm: 1.1494 loss: 3.0407 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 3.0407 2023/07/20 20:55:44 - mmengine - INFO - Epoch(train) [12][1920/9365] lr: 2.2078e-01 eta: 20:40:50 time: 0.6072 data_time: 0.1035 memory: 16132 grad_norm: 1.1175 loss: 2.8562 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.8562 2023/07/20 20:55:56 - mmengine - INFO - Epoch(train) [12][1940/9365] lr: 2.2072e-01 eta: 20:40:38 time: 0.6194 data_time: 0.1407 memory: 16132 grad_norm: 1.1312 loss: 2.8420 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8420 2023/07/20 20:56:09 - mmengine - INFO - Epoch(train) [12][1960/9365] lr: 2.2067e-01 eta: 20:40:26 time: 0.6320 data_time: 0.1667 memory: 16132 grad_norm: 1.1470 loss: 2.8907 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8907 2023/07/20 20:56:21 - mmengine - INFO - Epoch(train) [12][1980/9365] lr: 2.2061e-01 eta: 20:40:13 time: 0.6134 data_time: 0.1406 memory: 16132 grad_norm: 1.1329 loss: 2.8453 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 2.8453 2023/07/20 20:56:25 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 20:56:37 - mmengine - INFO - Epoch(train) [12][2000/9365] lr: 2.2056e-01 eta: 20:40:09 time: 0.7663 data_time: 0.1474 memory: 16132 grad_norm: 1.1381 loss: 2.9352 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9352 2023/07/20 20:56:52 - mmengine - INFO - Epoch(train) [12][2020/9365] lr: 2.2050e-01 eta: 20:40:05 time: 0.7625 data_time: 0.1797 memory: 16132 grad_norm: 1.1325 loss: 2.7312 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.7312 2023/07/20 20:57:08 - mmengine - INFO - Epoch(train) [12][2040/9365] lr: 2.2044e-01 eta: 20:40:05 time: 0.8175 data_time: 0.1657 memory: 16132 grad_norm: 1.1346 loss: 3.0167 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 3.0167 2023/07/20 20:57:21 - mmengine - INFO - Epoch(train) [12][2060/9365] lr: 2.2039e-01 eta: 20:39:52 time: 0.6182 data_time: 0.1220 memory: 16132 grad_norm: 1.1189 loss: 2.7868 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7868 2023/07/20 20:57:33 - mmengine - INFO - Epoch(train) [12][2080/9365] lr: 2.2033e-01 eta: 20:39:40 time: 0.6293 data_time: 0.1116 memory: 16132 grad_norm: 1.1154 loss: 2.8233 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8233 2023/07/20 20:57:46 - mmengine - INFO - Epoch(train) [12][2100/9365] lr: 2.2028e-01 eta: 20:39:28 time: 0.6268 data_time: 0.1088 memory: 16132 grad_norm: 1.1266 loss: 2.9370 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9370 2023/07/20 20:57:58 - mmengine - INFO - Epoch(train) [12][2120/9365] lr: 2.2022e-01 eta: 20:39:14 time: 0.5961 data_time: 0.1154 memory: 16132 grad_norm: 1.1092 loss: 2.7824 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7824 2023/07/20 20:58:10 - mmengine - INFO - Epoch(train) [12][2140/9365] lr: 2.2017e-01 eta: 20:39:01 time: 0.6074 data_time: 0.1015 memory: 16132 grad_norm: 1.1100 loss: 2.8114 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8114 2023/07/20 20:58:23 - mmengine - INFO - Epoch(train) [12][2160/9365] lr: 2.2011e-01 eta: 20:38:49 time: 0.6292 data_time: 0.1051 memory: 16132 grad_norm: 1.1394 loss: 2.9064 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9064 2023/07/20 20:58:35 - mmengine - INFO - Epoch(train) [12][2180/9365] lr: 2.2005e-01 eta: 20:38:36 time: 0.6128 data_time: 0.1132 memory: 16132 grad_norm: 1.1496 loss: 2.8847 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8847 2023/07/20 20:58:48 - mmengine - INFO - Epoch(train) [12][2200/9365] lr: 2.2000e-01 eta: 20:38:24 time: 0.6276 data_time: 0.1078 memory: 16132 grad_norm: 1.0831 loss: 2.8687 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8687 2023/07/20 20:59:00 - mmengine - INFO - Epoch(train) [12][2220/9365] lr: 2.1994e-01 eta: 20:38:12 time: 0.6368 data_time: 0.1311 memory: 16132 grad_norm: 1.1282 loss: 2.9672 top1_acc: 0.1250 top5_acc: 0.4062 loss_cls: 2.9672 2023/07/20 20:59:13 - mmengine - INFO - Epoch(train) [12][2240/9365] lr: 2.1989e-01 eta: 20:37:59 time: 0.6107 data_time: 0.1148 memory: 16132 grad_norm: 1.1269 loss: 2.8141 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.8141 2023/07/20 20:59:25 - mmengine - INFO - Epoch(train) [12][2260/9365] lr: 2.1983e-01 eta: 20:37:47 time: 0.6215 data_time: 0.1142 memory: 16132 grad_norm: 1.1308 loss: 2.9194 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9194 2023/07/20 20:59:37 - mmengine - INFO - Epoch(train) [12][2280/9365] lr: 2.1978e-01 eta: 20:37:34 time: 0.6125 data_time: 0.1251 memory: 16132 grad_norm: 1.1349 loss: 2.9629 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.9629 2023/07/20 20:59:50 - mmengine - INFO - Epoch(train) [12][2300/9365] lr: 2.1972e-01 eta: 20:37:23 time: 0.6443 data_time: 0.1275 memory: 16132 grad_norm: 1.1316 loss: 2.9038 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9038 2023/07/20 21:00:02 - mmengine - INFO - Epoch(train) [12][2320/9365] lr: 2.1967e-01 eta: 20:37:09 time: 0.5976 data_time: 0.1198 memory: 16132 grad_norm: 1.1358 loss: 2.8685 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8685 2023/07/20 21:00:15 - mmengine - INFO - Epoch(train) [12][2340/9365] lr: 2.1961e-01 eta: 20:36:57 time: 0.6345 data_time: 0.1160 memory: 16132 grad_norm: 1.1509 loss: 2.8067 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.8067 2023/07/20 21:00:30 - mmengine - INFO - Epoch(train) [12][2360/9365] lr: 2.1955e-01 eta: 20:36:52 time: 0.7328 data_time: 0.1488 memory: 16132 grad_norm: 1.1394 loss: 2.7662 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7662 2023/07/20 21:00:46 - mmengine - INFO - Epoch(train) [12][2380/9365] lr: 2.1950e-01 eta: 20:36:51 time: 0.8244 data_time: 0.1750 memory: 16132 grad_norm: 1.1259 loss: 2.9801 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.9801 2023/07/20 21:01:02 - mmengine - INFO - Epoch(train) [12][2400/9365] lr: 2.1944e-01 eta: 20:36:50 time: 0.8132 data_time: 0.1879 memory: 16132 grad_norm: 1.1469 loss: 2.8954 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 2.8954 2023/07/20 21:01:15 - mmengine - INFO - Epoch(train) [12][2420/9365] lr: 2.1939e-01 eta: 20:36:40 time: 0.6513 data_time: 0.1077 memory: 16132 grad_norm: 1.1427 loss: 2.8653 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.8653 2023/07/20 21:01:28 - mmengine - INFO - Epoch(train) [12][2440/9365] lr: 2.1933e-01 eta: 20:36:27 time: 0.6243 data_time: 0.1400 memory: 16132 grad_norm: 1.1299 loss: 2.8513 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.8513 2023/07/20 21:01:40 - mmengine - INFO - Epoch(train) [12][2460/9365] lr: 2.1928e-01 eta: 20:36:14 time: 0.6029 data_time: 0.1080 memory: 16132 grad_norm: 1.1229 loss: 2.7934 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7934 2023/07/20 21:01:53 - mmengine - INFO - Epoch(train) [12][2480/9365] lr: 2.1922e-01 eta: 20:36:04 time: 0.6692 data_time: 0.1214 memory: 16132 grad_norm: 1.1256 loss: 3.0335 top1_acc: 0.1562 top5_acc: 0.4375 loss_cls: 3.0335 2023/07/20 21:02:09 - mmengine - INFO - Epoch(train) [12][2500/9365] lr: 2.1916e-01 eta: 20:36:02 time: 0.7996 data_time: 0.2301 memory: 16132 grad_norm: 1.1137 loss: 2.9227 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.9227 2023/07/20 21:02:25 - mmengine - INFO - Epoch(train) [12][2520/9365] lr: 2.1911e-01 eta: 20:36:00 time: 0.7918 data_time: 0.1872 memory: 16132 grad_norm: 1.1138 loss: 2.9225 top1_acc: 0.3750 top5_acc: 0.4688 loss_cls: 2.9225 2023/07/20 21:02:42 - mmengine - INFO - Epoch(train) [12][2540/9365] lr: 2.1905e-01 eta: 20:36:00 time: 0.8367 data_time: 0.1799 memory: 16132 grad_norm: 1.1566 loss: 2.8624 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.8624 2023/07/20 21:02:59 - mmengine - INFO - Epoch(train) [12][2560/9365] lr: 2.1900e-01 eta: 20:36:02 time: 0.8621 data_time: 0.2177 memory: 16132 grad_norm: 1.1054 loss: 2.8718 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.8718 2023/07/20 21:03:16 - mmengine - INFO - Epoch(train) [12][2580/9365] lr: 2.1894e-01 eta: 20:36:01 time: 0.8120 data_time: 0.1934 memory: 16132 grad_norm: 1.1440 loss: 2.7796 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.7796 2023/07/20 21:03:33 - mmengine - INFO - Epoch(train) [12][2600/9365] lr: 2.1889e-01 eta: 20:36:02 time: 0.8524 data_time: 0.1658 memory: 16132 grad_norm: 1.1111 loss: 2.8155 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.8155 2023/07/20 21:03:50 - mmengine - INFO - Epoch(train) [12][2620/9365] lr: 2.1883e-01 eta: 20:36:03 time: 0.8425 data_time: 0.1924 memory: 16132 grad_norm: 1.1139 loss: 2.7252 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.7252 2023/07/20 21:04:06 - mmengine - INFO - Epoch(train) [12][2640/9365] lr: 2.1877e-01 eta: 20:36:01 time: 0.7949 data_time: 0.1925 memory: 16132 grad_norm: 1.1403 loss: 2.8675 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8675 2023/07/20 21:04:22 - mmengine - INFO - Epoch(train) [12][2660/9365] lr: 2.1872e-01 eta: 20:35:59 time: 0.7986 data_time: 0.1971 memory: 16132 grad_norm: 1.1755 loss: 2.9003 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9003 2023/07/20 21:04:38 - mmengine - INFO - Epoch(train) [12][2680/9365] lr: 2.1866e-01 eta: 20:35:57 time: 0.8065 data_time: 0.1785 memory: 16132 grad_norm: 1.1137 loss: 2.8364 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8364 2023/07/20 21:04:55 - mmengine - INFO - Epoch(train) [12][2700/9365] lr: 2.1861e-01 eta: 20:35:58 time: 0.8476 data_time: 0.1692 memory: 16132 grad_norm: 1.1496 loss: 2.8712 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.8712 2023/07/20 21:05:11 - mmengine - INFO - Epoch(train) [12][2720/9365] lr: 2.1855e-01 eta: 20:35:56 time: 0.8055 data_time: 0.1773 memory: 16132 grad_norm: 1.1309 loss: 2.9204 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.9204 2023/07/20 21:05:27 - mmengine - INFO - Epoch(train) [12][2740/9365] lr: 2.1850e-01 eta: 20:35:55 time: 0.8156 data_time: 0.1790 memory: 16132 grad_norm: 1.1317 loss: 2.8427 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.8427 2023/07/20 21:05:43 - mmengine - INFO - Epoch(train) [12][2760/9365] lr: 2.1844e-01 eta: 20:35:54 time: 0.8081 data_time: 0.1913 memory: 16132 grad_norm: 1.1344 loss: 2.8057 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.8057 2023/07/20 21:05:59 - mmengine - INFO - Epoch(train) [12][2780/9365] lr: 2.1839e-01 eta: 20:35:52 time: 0.7967 data_time: 0.1762 memory: 16132 grad_norm: 1.1400 loss: 2.9085 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.9085 2023/07/20 21:06:15 - mmengine - INFO - Epoch(train) [12][2800/9365] lr: 2.1833e-01 eta: 20:35:50 time: 0.8094 data_time: 0.1903 memory: 16132 grad_norm: 1.1409 loss: 2.8763 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.8763 2023/07/20 21:06:32 - mmengine - INFO - Epoch(train) [12][2820/9365] lr: 2.1827e-01 eta: 20:35:51 time: 0.8463 data_time: 0.2233 memory: 16132 grad_norm: 1.1206 loss: 2.7732 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.7732 2023/07/20 21:06:48 - mmengine - INFO - Epoch(train) [12][2840/9365] lr: 2.1822e-01 eta: 20:35:47 time: 0.7725 data_time: 0.2051 memory: 16132 grad_norm: 1.1281 loss: 2.7643 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.7643 2023/07/20 21:07:00 - mmengine - INFO - Epoch(train) [12][2860/9365] lr: 2.1816e-01 eta: 20:35:33 time: 0.5968 data_time: 0.1052 memory: 16132 grad_norm: 1.1089 loss: 3.0200 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 3.0200 2023/07/20 21:07:15 - mmengine - INFO - Epoch(train) [12][2880/9365] lr: 2.1811e-01 eta: 20:35:28 time: 0.7426 data_time: 0.1153 memory: 16132 grad_norm: 1.1050 loss: 2.9345 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9345 2023/07/20 21:07:28 - mmengine - INFO - Epoch(train) [12][2900/9365] lr: 2.1805e-01 eta: 20:35:18 time: 0.6753 data_time: 0.1032 memory: 16132 grad_norm: 1.1629 loss: 2.8352 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8352 2023/07/20 21:07:43 - mmengine - INFO - Epoch(train) [12][2920/9365] lr: 2.1800e-01 eta: 20:35:13 time: 0.7467 data_time: 0.1340 memory: 16132 grad_norm: 1.1618 loss: 2.9361 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9361 2023/07/20 21:07:57 - mmengine - INFO - Epoch(train) [12][2940/9365] lr: 2.1794e-01 eta: 20:35:04 time: 0.6833 data_time: 0.1068 memory: 16132 grad_norm: 1.1369 loss: 2.8264 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8264 2023/07/20 21:08:10 - mmengine - INFO - Epoch(train) [12][2960/9365] lr: 2.1788e-01 eta: 20:34:52 time: 0.6366 data_time: 0.1061 memory: 16132 grad_norm: 1.1383 loss: 2.8485 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.8485 2023/07/20 21:08:24 - mmengine - INFO - Epoch(train) [12][2980/9365] lr: 2.1783e-01 eta: 20:34:45 time: 0.7098 data_time: 0.1003 memory: 16132 grad_norm: 1.1360 loss: 2.9756 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.9756 2023/07/20 21:08:27 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 21:08:38 - mmengine - INFO - Epoch(train) [12][3000/9365] lr: 2.1777e-01 eta: 20:34:36 time: 0.6922 data_time: 0.1108 memory: 16132 grad_norm: 1.1649 loss: 2.9143 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9143 2023/07/20 21:08:51 - mmengine - INFO - Epoch(train) [12][3020/9365] lr: 2.1772e-01 eta: 20:34:27 time: 0.6679 data_time: 0.1143 memory: 16132 grad_norm: 1.1405 loss: 2.9612 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.9612 2023/07/20 21:09:05 - mmengine - INFO - Epoch(train) [12][3040/9365] lr: 2.1766e-01 eta: 20:34:19 time: 0.6993 data_time: 0.1010 memory: 16132 grad_norm: 1.1729 loss: 2.8932 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8932 2023/07/20 21:09:18 - mmengine - INFO - Epoch(train) [12][3060/9365] lr: 2.1761e-01 eta: 20:34:08 time: 0.6603 data_time: 0.0914 memory: 16132 grad_norm: 1.1181 loss: 2.7523 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.7523 2023/07/20 21:09:33 - mmengine - INFO - Epoch(train) [12][3080/9365] lr: 2.1755e-01 eta: 20:34:01 time: 0.7212 data_time: 0.1100 memory: 16132 grad_norm: 1.1247 loss: 2.9373 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9373 2023/07/20 21:09:45 - mmengine - INFO - Epoch(train) [12][3100/9365] lr: 2.1749e-01 eta: 20:33:49 time: 0.6187 data_time: 0.0924 memory: 16132 grad_norm: 1.1395 loss: 2.9479 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9479 2023/07/20 21:09:58 - mmengine - INFO - Epoch(train) [12][3120/9365] lr: 2.1744e-01 eta: 20:33:36 time: 0.6251 data_time: 0.0829 memory: 16132 grad_norm: 1.1424 loss: 2.8515 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8515 2023/07/20 21:10:11 - mmengine - INFO - Epoch(train) [12][3140/9365] lr: 2.1738e-01 eta: 20:33:27 time: 0.6715 data_time: 0.1044 memory: 16132 grad_norm: 1.1545 loss: 2.7654 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.7654 2023/07/20 21:10:25 - mmengine - INFO - Epoch(train) [12][3160/9365] lr: 2.1733e-01 eta: 20:33:19 time: 0.7010 data_time: 0.1125 memory: 16132 grad_norm: 1.1352 loss: 2.7315 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7315 2023/07/20 21:10:38 - mmengine - INFO - Epoch(train) [12][3180/9365] lr: 2.1727e-01 eta: 20:33:07 time: 0.6486 data_time: 0.1020 memory: 16132 grad_norm: 1.1522 loss: 2.8901 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8901 2023/07/20 21:10:51 - mmengine - INFO - Epoch(train) [12][3200/9365] lr: 2.1722e-01 eta: 20:32:57 time: 0.6521 data_time: 0.0994 memory: 16132 grad_norm: 1.1677 loss: 2.8116 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8116 2023/07/20 21:11:04 - mmengine - INFO - Epoch(train) [12][3220/9365] lr: 2.1716e-01 eta: 20:32:46 time: 0.6584 data_time: 0.0980 memory: 16132 grad_norm: 1.1474 loss: 2.9717 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.9717 2023/07/20 21:11:17 - mmengine - INFO - Epoch(train) [12][3240/9365] lr: 2.1710e-01 eta: 20:32:34 time: 0.6303 data_time: 0.1195 memory: 16132 grad_norm: 1.1239 loss: 2.7436 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.7436 2023/07/20 21:11:29 - mmengine - INFO - Epoch(train) [12][3260/9365] lr: 2.1705e-01 eta: 20:32:20 time: 0.5961 data_time: 0.0896 memory: 16132 grad_norm: 1.1482 loss: 2.9843 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.9843 2023/07/20 21:11:42 - mmengine - INFO - Epoch(train) [12][3280/9365] lr: 2.1699e-01 eta: 20:32:09 time: 0.6582 data_time: 0.0973 memory: 16132 grad_norm: 1.1101 loss: 2.8211 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8211 2023/07/20 21:11:55 - mmengine - INFO - Epoch(train) [12][3300/9365] lr: 2.1694e-01 eta: 20:31:57 time: 0.6225 data_time: 0.0872 memory: 16132 grad_norm: 1.1496 loss: 2.8907 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.8907 2023/07/20 21:12:07 - mmengine - INFO - Epoch(train) [12][3320/9365] lr: 2.1688e-01 eta: 20:31:43 time: 0.6061 data_time: 0.0792 memory: 16132 grad_norm: 1.1324 loss: 2.7374 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7374 2023/07/20 21:12:19 - mmengine - INFO - Epoch(train) [12][3340/9365] lr: 2.1683e-01 eta: 20:31:30 time: 0.6131 data_time: 0.0846 memory: 16132 grad_norm: 1.1190 loss: 2.7118 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.7118 2023/07/20 21:12:32 - mmengine - INFO - Epoch(train) [12][3360/9365] lr: 2.1677e-01 eta: 20:31:19 time: 0.6486 data_time: 0.1113 memory: 16132 grad_norm: 1.1296 loss: 2.7733 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.7733 2023/07/20 21:12:44 - mmengine - INFO - Epoch(train) [12][3380/9365] lr: 2.1671e-01 eta: 20:31:06 time: 0.6065 data_time: 0.0868 memory: 16132 grad_norm: 1.1484 loss: 2.9952 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.9952 2023/07/20 21:12:57 - mmengine - INFO - Epoch(train) [12][3400/9365] lr: 2.1666e-01 eta: 20:30:53 time: 0.6246 data_time: 0.1012 memory: 16132 grad_norm: 1.1446 loss: 2.8562 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.8562 2023/07/20 21:13:09 - mmengine - INFO - Epoch(train) [12][3420/9365] lr: 2.1660e-01 eta: 20:30:39 time: 0.6021 data_time: 0.0771 memory: 16132 grad_norm: 1.1175 loss: 2.9651 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9651 2023/07/20 21:13:21 - mmengine - INFO - Epoch(train) [12][3440/9365] lr: 2.1655e-01 eta: 20:30:26 time: 0.6067 data_time: 0.1258 memory: 16132 grad_norm: 1.1433 loss: 2.8642 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8642 2023/07/20 21:13:33 - mmengine - INFO - Epoch(train) [12][3460/9365] lr: 2.1649e-01 eta: 20:30:13 time: 0.6130 data_time: 0.0904 memory: 16132 grad_norm: 1.1310 loss: 2.9335 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.9335 2023/07/20 21:13:46 - mmengine - INFO - Epoch(train) [12][3480/9365] lr: 2.1644e-01 eta: 20:30:00 time: 0.6253 data_time: 0.0899 memory: 16132 grad_norm: 1.1256 loss: 2.8249 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8249 2023/07/20 21:13:59 - mmengine - INFO - Epoch(train) [12][3500/9365] lr: 2.1638e-01 eta: 20:29:49 time: 0.6380 data_time: 0.1098 memory: 16132 grad_norm: 1.1412 loss: 2.9191 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9191 2023/07/20 21:14:11 - mmengine - INFO - Epoch(train) [12][3520/9365] lr: 2.1632e-01 eta: 20:29:35 time: 0.5977 data_time: 0.0908 memory: 16132 grad_norm: 1.1273 loss: 2.7363 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.7363 2023/07/20 21:14:23 - mmengine - INFO - Epoch(train) [12][3540/9365] lr: 2.1627e-01 eta: 20:29:22 time: 0.6207 data_time: 0.1085 memory: 16132 grad_norm: 1.1322 loss: 2.7812 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.7812 2023/07/20 21:14:35 - mmengine - INFO - Epoch(train) [12][3560/9365] lr: 2.1621e-01 eta: 20:29:09 time: 0.6213 data_time: 0.0759 memory: 16132 grad_norm: 1.1465 loss: 2.7622 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.7622 2023/07/20 21:14:48 - mmengine - INFO - Epoch(train) [12][3580/9365] lr: 2.1616e-01 eta: 20:28:56 time: 0.6130 data_time: 0.1000 memory: 16132 grad_norm: 1.1394 loss: 2.9703 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.9703 2023/07/20 21:15:00 - mmengine - INFO - Epoch(train) [12][3600/9365] lr: 2.1610e-01 eta: 20:28:44 time: 0.6244 data_time: 0.1171 memory: 16132 grad_norm: 1.1164 loss: 2.8813 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.8813 2023/07/20 21:15:13 - mmengine - INFO - Epoch(train) [12][3620/9365] lr: 2.1605e-01 eta: 20:28:31 time: 0.6160 data_time: 0.0963 memory: 16132 grad_norm: 1.1070 loss: 2.7890 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7890 2023/07/20 21:15:25 - mmengine - INFO - Epoch(train) [12][3640/9365] lr: 2.1599e-01 eta: 20:28:18 time: 0.6237 data_time: 0.0918 memory: 16132 grad_norm: 1.1143 loss: 2.8155 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 2.8155 2023/07/20 21:15:37 - mmengine - INFO - Epoch(train) [12][3660/9365] lr: 2.1593e-01 eta: 20:28:05 time: 0.6005 data_time: 0.0892 memory: 16132 grad_norm: 1.1592 loss: 2.7977 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.7977 2023/07/20 21:15:49 - mmengine - INFO - Epoch(train) [12][3680/9365] lr: 2.1588e-01 eta: 20:27:49 time: 0.5764 data_time: 0.0884 memory: 16132 grad_norm: 1.1483 loss: 2.7442 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7442 2023/07/20 21:16:00 - mmengine - INFO - Epoch(train) [12][3700/9365] lr: 2.1582e-01 eta: 20:27:35 time: 0.5898 data_time: 0.0934 memory: 16132 grad_norm: 1.1218 loss: 2.7582 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7582 2023/07/20 21:16:13 - mmengine - INFO - Epoch(train) [12][3720/9365] lr: 2.1577e-01 eta: 20:27:22 time: 0.6130 data_time: 0.0708 memory: 16132 grad_norm: 1.1334 loss: 2.8126 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8126 2023/07/20 21:16:24 - mmengine - INFO - Epoch(train) [12][3740/9365] lr: 2.1571e-01 eta: 20:27:07 time: 0.5873 data_time: 0.0869 memory: 16132 grad_norm: 1.1324 loss: 2.9383 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.9383 2023/07/20 21:16:37 - mmengine - INFO - Epoch(train) [12][3760/9365] lr: 2.1566e-01 eta: 20:26:55 time: 0.6239 data_time: 0.0725 memory: 16132 grad_norm: 1.1363 loss: 2.7875 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.7875 2023/07/20 21:16:50 - mmengine - INFO - Epoch(train) [12][3780/9365] lr: 2.1560e-01 eta: 20:26:43 time: 0.6316 data_time: 0.0767 memory: 16132 grad_norm: 1.1229 loss: 2.8883 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 2.8883 2023/07/20 21:17:01 - mmengine - INFO - Epoch(train) [12][3800/9365] lr: 2.1554e-01 eta: 20:26:28 time: 0.5842 data_time: 0.0836 memory: 16132 grad_norm: 1.1137 loss: 2.9271 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9271 2023/07/20 21:17:14 - mmengine - INFO - Epoch(train) [12][3820/9365] lr: 2.1549e-01 eta: 20:26:15 time: 0.6133 data_time: 0.1075 memory: 16132 grad_norm: 1.1271 loss: 2.8367 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.8367 2023/07/20 21:17:26 - mmengine - INFO - Epoch(train) [12][3840/9365] lr: 2.1543e-01 eta: 20:26:02 time: 0.6170 data_time: 0.0723 memory: 16132 grad_norm: 1.1873 loss: 2.8508 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8508 2023/07/20 21:17:39 - mmengine - INFO - Epoch(train) [12][3860/9365] lr: 2.1538e-01 eta: 20:25:50 time: 0.6289 data_time: 0.0800 memory: 16132 grad_norm: 1.1482 loss: 2.9377 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9377 2023/07/20 21:17:50 - mmengine - INFO - Epoch(train) [12][3880/9365] lr: 2.1532e-01 eta: 20:25:35 time: 0.5857 data_time: 0.0755 memory: 16132 grad_norm: 1.1268 loss: 2.7909 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7909 2023/07/20 21:18:03 - mmengine - INFO - Epoch(train) [12][3900/9365] lr: 2.1527e-01 eta: 20:25:23 time: 0.6248 data_time: 0.0830 memory: 16132 grad_norm: 1.1609 loss: 2.9074 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9074 2023/07/20 21:18:15 - mmengine - INFO - Epoch(train) [12][3920/9365] lr: 2.1521e-01 eta: 20:25:09 time: 0.6066 data_time: 0.0749 memory: 16132 grad_norm: 1.1092 loss: 2.7976 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.7976 2023/07/20 21:18:27 - mmengine - INFO - Epoch(train) [12][3940/9365] lr: 2.1515e-01 eta: 20:24:56 time: 0.6064 data_time: 0.0790 memory: 16132 grad_norm: 1.1389 loss: 2.9567 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.9567 2023/07/20 21:18:40 - mmengine - INFO - Epoch(train) [12][3960/9365] lr: 2.1510e-01 eta: 20:24:46 time: 0.6616 data_time: 0.0967 memory: 16132 grad_norm: 1.1342 loss: 2.8399 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.8399 2023/07/20 21:18:56 - mmengine - INFO - Epoch(train) [12][3980/9365] lr: 2.1504e-01 eta: 20:24:42 time: 0.7828 data_time: 0.1472 memory: 16132 grad_norm: 1.1611 loss: 2.9051 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9051 2023/07/20 21:19:00 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 21:19:12 - mmengine - INFO - Epoch(train) [12][4000/9365] lr: 2.1499e-01 eta: 20:24:40 time: 0.8041 data_time: 0.1460 memory: 16132 grad_norm: 1.1401 loss: 2.8328 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8328 2023/07/20 21:19:30 - mmengine - INFO - Epoch(train) [12][4020/9365] lr: 2.1493e-01 eta: 20:24:42 time: 0.8748 data_time: 0.1659 memory: 16132 grad_norm: 1.1389 loss: 2.9675 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9675 2023/07/20 21:19:46 - mmengine - INFO - Epoch(train) [12][4040/9365] lr: 2.1488e-01 eta: 20:24:39 time: 0.8052 data_time: 0.1434 memory: 16132 grad_norm: 1.1426 loss: 2.8097 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8097 2023/07/20 21:20:02 - mmengine - INFO - Epoch(train) [12][4060/9365] lr: 2.1482e-01 eta: 20:24:37 time: 0.7964 data_time: 0.1550 memory: 16132 grad_norm: 1.1300 loss: 2.8999 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8999 2023/07/20 21:20:17 - mmengine - INFO - Epoch(train) [12][4080/9365] lr: 2.1476e-01 eta: 20:24:31 time: 0.7498 data_time: 0.1750 memory: 16132 grad_norm: 1.1533 loss: 2.7420 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.7420 2023/07/20 21:20:29 - mmengine - INFO - Epoch(train) [12][4100/9365] lr: 2.1471e-01 eta: 20:24:18 time: 0.6120 data_time: 0.0967 memory: 16132 grad_norm: 1.1684 loss: 2.8817 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8817 2023/07/20 21:20:42 - mmengine - INFO - Epoch(train) [12][4120/9365] lr: 2.1465e-01 eta: 20:24:06 time: 0.6261 data_time: 0.0914 memory: 16132 grad_norm: 1.1541 loss: 2.8325 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.8325 2023/07/20 21:20:54 - mmengine - INFO - Epoch(train) [12][4140/9365] lr: 2.1460e-01 eta: 20:23:52 time: 0.5998 data_time: 0.0823 memory: 16132 grad_norm: 1.1414 loss: 2.8767 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8767 2023/07/20 21:21:06 - mmengine - INFO - Epoch(train) [12][4160/9365] lr: 2.1454e-01 eta: 20:23:38 time: 0.5969 data_time: 0.0873 memory: 16132 grad_norm: 1.1439 loss: 2.8659 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8659 2023/07/20 21:21:18 - mmengine - INFO - Epoch(train) [12][4180/9365] lr: 2.1448e-01 eta: 20:23:24 time: 0.6019 data_time: 0.0802 memory: 16132 grad_norm: 1.1501 loss: 2.9746 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9746 2023/07/20 21:21:30 - mmengine - INFO - Epoch(train) [12][4200/9365] lr: 2.1443e-01 eta: 20:23:11 time: 0.6118 data_time: 0.0729 memory: 16132 grad_norm: 1.1226 loss: 2.8380 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.8380 2023/07/20 21:21:42 - mmengine - INFO - Epoch(train) [12][4220/9365] lr: 2.1437e-01 eta: 20:22:57 time: 0.6101 data_time: 0.0888 memory: 16132 grad_norm: 1.1110 loss: 2.8658 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8658 2023/07/20 21:21:54 - mmengine - INFO - Epoch(train) [12][4240/9365] lr: 2.1432e-01 eta: 20:22:44 time: 0.6099 data_time: 0.1193 memory: 16132 grad_norm: 1.1211 loss: 2.8200 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.8200 2023/07/20 21:22:06 - mmengine - INFO - Epoch(train) [12][4260/9365] lr: 2.1426e-01 eta: 20:22:30 time: 0.6009 data_time: 0.0808 memory: 16132 grad_norm: 1.1463 loss: 2.6876 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6876 2023/07/20 21:22:19 - mmengine - INFO - Epoch(train) [12][4280/9365] lr: 2.1421e-01 eta: 20:22:19 time: 0.6421 data_time: 0.0981 memory: 16132 grad_norm: 1.1460 loss: 2.8296 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.8296 2023/07/20 21:22:31 - mmengine - INFO - Epoch(train) [12][4300/9365] lr: 2.1415e-01 eta: 20:22:06 time: 0.6103 data_time: 0.0795 memory: 16132 grad_norm: 1.1350 loss: 2.8809 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8809 2023/07/20 21:22:44 - mmengine - INFO - Epoch(train) [12][4320/9365] lr: 2.1409e-01 eta: 20:21:53 time: 0.6196 data_time: 0.0707 memory: 16132 grad_norm: 1.1401 loss: 2.9078 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9078 2023/07/20 21:22:56 - mmengine - INFO - Epoch(train) [12][4340/9365] lr: 2.1404e-01 eta: 20:21:41 time: 0.6298 data_time: 0.0796 memory: 16132 grad_norm: 1.1319 loss: 2.8296 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8296 2023/07/20 21:23:09 - mmengine - INFO - Epoch(train) [12][4360/9365] lr: 2.1398e-01 eta: 20:21:28 time: 0.6149 data_time: 0.0816 memory: 16132 grad_norm: 1.1564 loss: 2.8253 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8253 2023/07/20 21:23:21 - mmengine - INFO - Epoch(train) [12][4380/9365] lr: 2.1393e-01 eta: 20:21:16 time: 0.6327 data_time: 0.1138 memory: 16132 grad_norm: 1.1326 loss: 2.9054 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 2.9054 2023/07/20 21:23:34 - mmengine - INFO - Epoch(train) [12][4400/9365] lr: 2.1387e-01 eta: 20:21:02 time: 0.6055 data_time: 0.0973 memory: 16132 grad_norm: 1.1291 loss: 2.7846 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.7846 2023/07/20 21:23:46 - mmengine - INFO - Epoch(train) [12][4420/9365] lr: 2.1382e-01 eta: 20:20:50 time: 0.6227 data_time: 0.1061 memory: 16132 grad_norm: 1.1466 loss: 2.8601 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.8601 2023/07/20 21:23:59 - mmengine - INFO - Epoch(train) [12][4440/9365] lr: 2.1376e-01 eta: 20:20:37 time: 0.6281 data_time: 0.0900 memory: 16132 grad_norm: 1.1492 loss: 2.7978 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7978 2023/07/20 21:24:11 - mmengine - INFO - Epoch(train) [12][4460/9365] lr: 2.1370e-01 eta: 20:20:26 time: 0.6426 data_time: 0.0805 memory: 16132 grad_norm: 1.1405 loss: 2.8789 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8789 2023/07/20 21:24:24 - mmengine - INFO - Epoch(train) [12][4480/9365] lr: 2.1365e-01 eta: 20:20:14 time: 0.6379 data_time: 0.0760 memory: 16132 grad_norm: 1.1435 loss: 2.7888 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.7888 2023/07/20 21:24:36 - mmengine - INFO - Epoch(train) [12][4500/9365] lr: 2.1359e-01 eta: 20:19:59 time: 0.5719 data_time: 0.0878 memory: 16132 grad_norm: 1.1498 loss: 2.7436 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7436 2023/07/20 21:24:49 - mmengine - INFO - Epoch(train) [12][4520/9365] lr: 2.1354e-01 eta: 20:19:48 time: 0.6487 data_time: 0.0821 memory: 16132 grad_norm: 1.1376 loss: 2.8461 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8461 2023/07/20 21:25:00 - mmengine - INFO - Epoch(train) [12][4540/9365] lr: 2.1348e-01 eta: 20:19:33 time: 0.5865 data_time: 0.0895 memory: 16132 grad_norm: 1.1490 loss: 2.9491 top1_acc: 0.1875 top5_acc: 0.3438 loss_cls: 2.9491 2023/07/20 21:25:13 - mmengine - INFO - Epoch(train) [12][4560/9365] lr: 2.1343e-01 eta: 20:19:20 time: 0.6146 data_time: 0.0909 memory: 16132 grad_norm: 1.1434 loss: 2.8838 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.8838 2023/07/20 21:25:25 - mmengine - INFO - Epoch(train) [12][4580/9365] lr: 2.1337e-01 eta: 20:19:07 time: 0.6091 data_time: 0.1014 memory: 16132 grad_norm: 1.1213 loss: 2.7826 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7826 2023/07/20 21:25:37 - mmengine - INFO - Epoch(train) [12][4600/9365] lr: 2.1331e-01 eta: 20:18:54 time: 0.6167 data_time: 0.0877 memory: 16132 grad_norm: 1.1664 loss: 2.9976 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 2.9976 2023/07/20 21:25:50 - mmengine - INFO - Epoch(train) [12][4620/9365] lr: 2.1326e-01 eta: 20:18:41 time: 0.6156 data_time: 0.0793 memory: 16132 grad_norm: 1.1472 loss: 2.6847 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6847 2023/07/20 21:26:02 - mmengine - INFO - Epoch(train) [12][4640/9365] lr: 2.1320e-01 eta: 20:18:28 time: 0.6185 data_time: 0.1016 memory: 16132 grad_norm: 1.1318 loss: 2.8680 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8680 2023/07/20 21:26:14 - mmengine - INFO - Epoch(train) [12][4660/9365] lr: 2.1315e-01 eta: 20:18:15 time: 0.6118 data_time: 0.0911 memory: 16132 grad_norm: 1.1398 loss: 2.9117 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9117 2023/07/20 21:26:26 - mmengine - INFO - Epoch(train) [12][4680/9365] lr: 2.1309e-01 eta: 20:18:00 time: 0.5891 data_time: 0.0852 memory: 16132 grad_norm: 1.1332 loss: 2.9478 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9478 2023/07/20 21:26:38 - mmengine - INFO - Epoch(train) [12][4700/9365] lr: 2.1303e-01 eta: 20:17:47 time: 0.6086 data_time: 0.0831 memory: 16132 grad_norm: 1.1628 loss: 2.8666 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8666 2023/07/20 21:26:50 - mmengine - INFO - Epoch(train) [12][4720/9365] lr: 2.1298e-01 eta: 20:17:33 time: 0.5920 data_time: 0.1137 memory: 16132 grad_norm: 1.1544 loss: 2.9331 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 2.9331 2023/07/20 21:27:03 - mmengine - INFO - Epoch(train) [12][4740/9365] lr: 2.1292e-01 eta: 20:17:20 time: 0.6198 data_time: 0.0843 memory: 16132 grad_norm: 1.1650 loss: 2.8674 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 2.8674 2023/07/20 21:27:15 - mmengine - INFO - Epoch(train) [12][4760/9365] lr: 2.1287e-01 eta: 20:17:06 time: 0.5979 data_time: 0.0871 memory: 16132 grad_norm: 1.1541 loss: 2.7962 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.7962 2023/07/20 21:27:27 - mmengine - INFO - Epoch(train) [12][4780/9365] lr: 2.1281e-01 eta: 20:16:52 time: 0.6069 data_time: 0.0753 memory: 16132 grad_norm: 1.1527 loss: 3.0049 top1_acc: 0.3438 top5_acc: 0.4375 loss_cls: 3.0049 2023/07/20 21:27:39 - mmengine - INFO - Epoch(train) [12][4800/9365] lr: 2.1276e-01 eta: 20:16:41 time: 0.6356 data_time: 0.0833 memory: 16132 grad_norm: 1.1435 loss: 2.8797 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8797 2023/07/20 21:27:52 - mmengine - INFO - Epoch(train) [12][4820/9365] lr: 2.1270e-01 eta: 20:16:27 time: 0.6046 data_time: 0.0860 memory: 16132 grad_norm: 1.1463 loss: 2.7949 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7949 2023/07/20 21:28:04 - mmengine - INFO - Epoch(train) [12][4840/9365] lr: 2.1264e-01 eta: 20:16:14 time: 0.6173 data_time: 0.0830 memory: 16132 grad_norm: 1.1549 loss: 2.6919 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6919 2023/07/20 21:28:16 - mmengine - INFO - Epoch(train) [12][4860/9365] lr: 2.1259e-01 eta: 20:16:02 time: 0.6270 data_time: 0.0762 memory: 16132 grad_norm: 1.1497 loss: 2.8786 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8786 2023/07/20 21:28:28 - mmengine - INFO - Epoch(train) [12][4880/9365] lr: 2.1253e-01 eta: 20:15:47 time: 0.5803 data_time: 0.0943 memory: 16132 grad_norm: 1.1595 loss: 2.8509 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 2.8509 2023/07/20 21:28:41 - mmengine - INFO - Epoch(train) [12][4900/9365] lr: 2.1248e-01 eta: 20:15:35 time: 0.6317 data_time: 0.0856 memory: 16132 grad_norm: 1.1629 loss: 2.8619 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.8619 2023/07/20 21:28:53 - mmengine - INFO - Epoch(train) [12][4920/9365] lr: 2.1242e-01 eta: 20:15:21 time: 0.6069 data_time: 0.0915 memory: 16132 grad_norm: 1.1322 loss: 2.7900 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.7900 2023/07/20 21:29:05 - mmengine - INFO - Epoch(train) [12][4940/9365] lr: 2.1237e-01 eta: 20:15:07 time: 0.5865 data_time: 0.0765 memory: 16132 grad_norm: 1.1334 loss: 2.8930 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.8930 2023/07/20 21:29:17 - mmengine - INFO - Epoch(train) [12][4960/9365] lr: 2.1231e-01 eta: 20:14:53 time: 0.5985 data_time: 0.0789 memory: 16132 grad_norm: 1.0971 loss: 2.8052 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.8052 2023/07/20 21:29:29 - mmengine - INFO - Epoch(train) [12][4980/9365] lr: 2.1225e-01 eta: 20:14:41 time: 0.6305 data_time: 0.0865 memory: 16132 grad_norm: 1.1313 loss: 2.7376 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.7376 2023/07/20 21:29:32 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 21:29:41 - mmengine - INFO - Epoch(train) [12][5000/9365] lr: 2.1220e-01 eta: 20:14:26 time: 0.5868 data_time: 0.0758 memory: 16132 grad_norm: 1.1667 loss: 2.7487 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7487 2023/07/20 21:29:54 - mmengine - INFO - Epoch(train) [12][5020/9365] lr: 2.1214e-01 eta: 20:14:14 time: 0.6298 data_time: 0.0871 memory: 16132 grad_norm: 1.1597 loss: 2.8042 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.8042 2023/07/20 21:30:06 - mmengine - INFO - Epoch(train) [12][5040/9365] lr: 2.1209e-01 eta: 20:14:00 time: 0.6007 data_time: 0.0912 memory: 16132 grad_norm: 1.1536 loss: 2.7971 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.7971 2023/07/20 21:30:19 - mmengine - INFO - Epoch(train) [12][5060/9365] lr: 2.1203e-01 eta: 20:13:49 time: 0.6406 data_time: 0.0856 memory: 16132 grad_norm: 1.1385 loss: 2.8678 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 2.8678 2023/07/20 21:30:31 - mmengine - INFO - Epoch(train) [12][5080/9365] lr: 2.1197e-01 eta: 20:13:35 time: 0.6058 data_time: 0.0845 memory: 16132 grad_norm: 1.1310 loss: 2.9126 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9126 2023/07/20 21:30:43 - mmengine - INFO - Epoch(train) [12][5100/9365] lr: 2.1192e-01 eta: 20:13:23 time: 0.6196 data_time: 0.0930 memory: 16132 grad_norm: 1.1574 loss: 2.7601 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7601 2023/07/20 21:30:55 - mmengine - INFO - Epoch(train) [12][5120/9365] lr: 2.1186e-01 eta: 20:13:09 time: 0.5954 data_time: 0.0833 memory: 16132 grad_norm: 1.1561 loss: 2.8918 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8918 2023/07/20 21:31:07 - mmengine - INFO - Epoch(train) [12][5140/9365] lr: 2.1181e-01 eta: 20:12:55 time: 0.6131 data_time: 0.0869 memory: 16132 grad_norm: 1.1512 loss: 2.7496 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7496 2023/07/20 21:31:19 - mmengine - INFO - Epoch(train) [12][5160/9365] lr: 2.1175e-01 eta: 20:12:41 time: 0.5903 data_time: 0.0776 memory: 16132 grad_norm: 1.1387 loss: 2.6838 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.6838 2023/07/20 21:31:32 - mmengine - INFO - Epoch(train) [12][5180/9365] lr: 2.1170e-01 eta: 20:12:29 time: 0.6245 data_time: 0.0826 memory: 16132 grad_norm: 1.1541 loss: 2.8373 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8373 2023/07/20 21:31:44 - mmengine - INFO - Epoch(train) [12][5200/9365] lr: 2.1164e-01 eta: 20:12:15 time: 0.6000 data_time: 0.0828 memory: 16132 grad_norm: 1.1300 loss: 2.9118 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9118 2023/07/20 21:31:56 - mmengine - INFO - Epoch(train) [12][5220/9365] lr: 2.1158e-01 eta: 20:12:02 time: 0.6088 data_time: 0.0785 memory: 16132 grad_norm: 1.1445 loss: 2.9360 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9360 2023/07/20 21:32:08 - mmengine - INFO - Epoch(train) [12][5240/9365] lr: 2.1153e-01 eta: 20:11:48 time: 0.5961 data_time: 0.0887 memory: 16132 grad_norm: 1.1418 loss: 2.7045 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7045 2023/07/20 21:32:20 - mmengine - INFO - Epoch(train) [12][5260/9365] lr: 2.1147e-01 eta: 20:11:34 time: 0.6019 data_time: 0.0748 memory: 16132 grad_norm: 1.1510 loss: 3.0591 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.0591 2023/07/20 21:32:32 - mmengine - INFO - Epoch(train) [12][5280/9365] lr: 2.1142e-01 eta: 20:11:21 time: 0.6194 data_time: 0.1325 memory: 16132 grad_norm: 1.1327 loss: 2.8041 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.8041 2023/07/20 21:32:45 - mmengine - INFO - Epoch(train) [12][5300/9365] lr: 2.1136e-01 eta: 20:11:08 time: 0.6131 data_time: 0.0883 memory: 16132 grad_norm: 1.1438 loss: 2.7956 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.7956 2023/07/20 21:32:57 - mmengine - INFO - Epoch(train) [12][5320/9365] lr: 2.1130e-01 eta: 20:10:56 time: 0.6267 data_time: 0.0823 memory: 16132 grad_norm: 1.1257 loss: 2.7714 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.7714 2023/07/20 21:33:09 - mmengine - INFO - Epoch(train) [12][5340/9365] lr: 2.1125e-01 eta: 20:10:42 time: 0.6021 data_time: 0.0899 memory: 16132 grad_norm: 1.1194 loss: 2.9411 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.9411 2023/07/20 21:33:21 - mmengine - INFO - Epoch(train) [12][5360/9365] lr: 2.1119e-01 eta: 20:10:28 time: 0.6011 data_time: 0.0875 memory: 16132 grad_norm: 1.1518 loss: 2.8256 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8256 2023/07/20 21:33:34 - mmengine - INFO - Epoch(train) [12][5380/9365] lr: 2.1114e-01 eta: 20:10:16 time: 0.6352 data_time: 0.1368 memory: 16132 grad_norm: 1.1629 loss: 2.8539 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8539 2023/07/20 21:33:46 - mmengine - INFO - Epoch(train) [12][5400/9365] lr: 2.1108e-01 eta: 20:10:03 time: 0.6028 data_time: 0.0836 memory: 16132 grad_norm: 1.1718 loss: 2.7335 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.7335 2023/07/20 21:33:58 - mmengine - INFO - Epoch(train) [12][5420/9365] lr: 2.1103e-01 eta: 20:09:49 time: 0.6044 data_time: 0.0744 memory: 16132 grad_norm: 1.1430 loss: 2.8205 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.8205 2023/07/20 21:34:10 - mmengine - INFO - Epoch(train) [12][5440/9365] lr: 2.1097e-01 eta: 20:09:36 time: 0.6146 data_time: 0.0935 memory: 16132 grad_norm: 1.1451 loss: 2.7995 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.7995 2023/07/20 21:34:23 - mmengine - INFO - Epoch(train) [12][5460/9365] lr: 2.1091e-01 eta: 20:09:24 time: 0.6233 data_time: 0.1207 memory: 16132 grad_norm: 1.1576 loss: 2.8683 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8683 2023/07/20 21:34:35 - mmengine - INFO - Epoch(train) [12][5480/9365] lr: 2.1086e-01 eta: 20:09:10 time: 0.6079 data_time: 0.1044 memory: 16132 grad_norm: 1.1432 loss: 2.7272 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.7272 2023/07/20 21:34:47 - mmengine - INFO - Epoch(train) [12][5500/9365] lr: 2.1080e-01 eta: 20:08:58 time: 0.6180 data_time: 0.1091 memory: 16132 grad_norm: 1.1379 loss: 2.7197 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7197 2023/07/20 21:34:59 - mmengine - INFO - Epoch(train) [12][5520/9365] lr: 2.1075e-01 eta: 20:08:42 time: 0.5741 data_time: 0.0937 memory: 16132 grad_norm: 1.1484 loss: 2.8773 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8773 2023/07/20 21:35:11 - mmengine - INFO - Epoch(train) [12][5540/9365] lr: 2.1069e-01 eta: 20:08:29 time: 0.6100 data_time: 0.1023 memory: 16132 grad_norm: 1.1618 loss: 2.8699 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8699 2023/07/20 21:35:23 - mmengine - INFO - Epoch(train) [12][5560/9365] lr: 2.1063e-01 eta: 20:08:15 time: 0.5880 data_time: 0.0783 memory: 16132 grad_norm: 1.1426 loss: 2.9187 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.9187 2023/07/20 21:35:36 - mmengine - INFO - Epoch(train) [12][5580/9365] lr: 2.1058e-01 eta: 20:08:03 time: 0.6374 data_time: 0.0846 memory: 16132 grad_norm: 1.1475 loss: 2.8181 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.8181 2023/07/20 21:35:47 - mmengine - INFO - Epoch(train) [12][5600/9365] lr: 2.1052e-01 eta: 20:07:48 time: 0.5848 data_time: 0.0867 memory: 16132 grad_norm: 1.1549 loss: 2.9866 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.9866 2023/07/20 21:35:59 - mmengine - INFO - Epoch(train) [12][5620/9365] lr: 2.1047e-01 eta: 20:07:34 time: 0.5955 data_time: 0.0760 memory: 16132 grad_norm: 1.1207 loss: 2.8164 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8164 2023/07/20 21:36:11 - mmengine - INFO - Epoch(train) [12][5640/9365] lr: 2.1041e-01 eta: 20:07:21 time: 0.6050 data_time: 0.0738 memory: 16132 grad_norm: 1.1217 loss: 2.8617 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.8617 2023/07/20 21:36:24 - mmengine - INFO - Epoch(train) [12][5660/9365] lr: 2.1036e-01 eta: 20:07:07 time: 0.6073 data_time: 0.0798 memory: 16132 grad_norm: 1.1347 loss: 2.7214 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7214 2023/07/20 21:36:36 - mmengine - INFO - Epoch(train) [12][5680/9365] lr: 2.1030e-01 eta: 20:06:56 time: 0.6380 data_time: 0.1144 memory: 16132 grad_norm: 1.1207 loss: 2.8015 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8015 2023/07/20 21:36:48 - mmengine - INFO - Epoch(train) [12][5700/9365] lr: 2.1024e-01 eta: 20:06:41 time: 0.5859 data_time: 0.0778 memory: 16132 grad_norm: 1.1581 loss: 2.8839 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.8839 2023/07/20 21:37:00 - mmengine - INFO - Epoch(train) [12][5720/9365] lr: 2.1019e-01 eta: 20:06:27 time: 0.5937 data_time: 0.0795 memory: 16132 grad_norm: 1.1722 loss: 2.7152 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.7152 2023/07/20 21:37:12 - mmengine - INFO - Epoch(train) [12][5740/9365] lr: 2.1013e-01 eta: 20:06:13 time: 0.5996 data_time: 0.0738 memory: 16132 grad_norm: 1.1394 loss: 2.7355 top1_acc: 0.3125 top5_acc: 0.4062 loss_cls: 2.7355 2023/07/20 21:37:24 - mmengine - INFO - Epoch(train) [12][5760/9365] lr: 2.1008e-01 eta: 20:05:59 time: 0.5900 data_time: 0.0776 memory: 16132 grad_norm: 1.1652 loss: 2.9373 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9373 2023/07/20 21:37:37 - mmengine - INFO - Epoch(train) [12][5780/9365] lr: 2.1002e-01 eta: 20:05:47 time: 0.6390 data_time: 0.0760 memory: 16132 grad_norm: 1.1703 loss: 2.9597 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.9597 2023/07/20 21:37:49 - mmengine - INFO - Epoch(train) [12][5800/9365] lr: 2.0996e-01 eta: 20:05:33 time: 0.5938 data_time: 0.1028 memory: 16132 grad_norm: 1.1353 loss: 2.8291 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.8291 2023/07/20 21:38:01 - mmengine - INFO - Epoch(train) [12][5820/9365] lr: 2.0991e-01 eta: 20:05:21 time: 0.6186 data_time: 0.0947 memory: 16132 grad_norm: 1.1571 loss: 2.8828 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.8828 2023/07/20 21:38:13 - mmengine - INFO - Epoch(train) [12][5840/9365] lr: 2.0985e-01 eta: 20:05:07 time: 0.6055 data_time: 0.0797 memory: 16132 grad_norm: 1.1413 loss: 2.8233 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8233 2023/07/20 21:38:26 - mmengine - INFO - Epoch(train) [12][5860/9365] lr: 2.0980e-01 eta: 20:04:55 time: 0.6263 data_time: 0.0833 memory: 16132 grad_norm: 1.1197 loss: 2.8681 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.8681 2023/07/20 21:38:37 - mmengine - INFO - Epoch(train) [12][5880/9365] lr: 2.0974e-01 eta: 20:04:41 time: 0.5921 data_time: 0.0843 memory: 16132 grad_norm: 1.1628 loss: 2.7243 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7243 2023/07/20 21:38:50 - mmengine - INFO - Epoch(train) [12][5900/9365] lr: 2.0969e-01 eta: 20:04:27 time: 0.6109 data_time: 0.0889 memory: 16132 grad_norm: 1.1429 loss: 2.7495 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7495 2023/07/20 21:39:02 - mmengine - INFO - Epoch(train) [12][5920/9365] lr: 2.0963e-01 eta: 20:04:15 time: 0.6189 data_time: 0.0921 memory: 16132 grad_norm: 1.1507 loss: 2.8063 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.8063 2023/07/20 21:39:14 - mmengine - INFO - Epoch(train) [12][5940/9365] lr: 2.0957e-01 eta: 20:04:02 time: 0.6123 data_time: 0.0828 memory: 16132 grad_norm: 1.1437 loss: 2.8708 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8708 2023/07/20 21:39:26 - mmengine - INFO - Epoch(train) [12][5960/9365] lr: 2.0952e-01 eta: 20:03:48 time: 0.5976 data_time: 0.0864 memory: 16132 grad_norm: 1.1549 loss: 2.9645 top1_acc: 0.5312 top5_acc: 0.6250 loss_cls: 2.9645 2023/07/20 21:39:39 - mmengine - INFO - Epoch(train) [12][5980/9365] lr: 2.0946e-01 eta: 20:03:36 time: 0.6315 data_time: 0.0908 memory: 16132 grad_norm: 1.1321 loss: 2.8324 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8324 2023/07/20 21:39:42 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 21:39:51 - mmengine - INFO - Epoch(train) [12][6000/9365] lr: 2.0941e-01 eta: 20:03:22 time: 0.6052 data_time: 0.0825 memory: 16132 grad_norm: 1.1739 loss: 2.9172 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.9172 2023/07/20 21:40:03 - mmengine - INFO - Epoch(train) [12][6020/9365] lr: 2.0935e-01 eta: 20:03:09 time: 0.6109 data_time: 0.0911 memory: 16132 grad_norm: 1.1586 loss: 2.7198 top1_acc: 0.5312 top5_acc: 0.6250 loss_cls: 2.7198 2023/07/20 21:40:16 - mmengine - INFO - Epoch(train) [12][6040/9365] lr: 2.0929e-01 eta: 20:02:58 time: 0.6465 data_time: 0.0781 memory: 16132 grad_norm: 1.1333 loss: 2.9764 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.9764 2023/07/20 21:40:28 - mmengine - INFO - Epoch(train) [12][6060/9365] lr: 2.0924e-01 eta: 20:02:44 time: 0.5938 data_time: 0.0871 memory: 16132 grad_norm: 1.1651 loss: 2.8164 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 2.8164 2023/07/20 21:40:41 - mmengine - INFO - Epoch(train) [12][6080/9365] lr: 2.0918e-01 eta: 20:02:32 time: 0.6330 data_time: 0.0742 memory: 16132 grad_norm: 1.1551 loss: 2.9505 top1_acc: 0.2500 top5_acc: 0.2812 loss_cls: 2.9505 2023/07/20 21:40:53 - mmengine - INFO - Epoch(train) [12][6100/9365] lr: 2.0913e-01 eta: 20:02:17 time: 0.5791 data_time: 0.0884 memory: 16132 grad_norm: 1.1361 loss: 2.7510 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7510 2023/07/20 21:41:05 - mmengine - INFO - Epoch(train) [12][6120/9365] lr: 2.0907e-01 eta: 20:02:04 time: 0.6240 data_time: 0.0814 memory: 16132 grad_norm: 1.1358 loss: 2.9184 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9184 2023/07/20 21:41:17 - mmengine - INFO - Epoch(train) [12][6140/9365] lr: 2.0902e-01 eta: 20:01:51 time: 0.5992 data_time: 0.0800 memory: 16132 grad_norm: 1.1397 loss: 2.6758 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.6758 2023/07/20 21:41:29 - mmengine - INFO - Epoch(train) [12][6160/9365] lr: 2.0896e-01 eta: 20:01:38 time: 0.6161 data_time: 0.0910 memory: 16132 grad_norm: 1.1613 loss: 2.8991 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8991 2023/07/20 21:41:42 - mmengine - INFO - Epoch(train) [12][6180/9365] lr: 2.0890e-01 eta: 20:01:25 time: 0.6219 data_time: 0.0789 memory: 16132 grad_norm: 1.1666 loss: 2.8312 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.8312 2023/07/20 21:41:54 - mmengine - INFO - Epoch(train) [12][6200/9365] lr: 2.0885e-01 eta: 20:01:12 time: 0.6198 data_time: 0.0907 memory: 16132 grad_norm: 1.1773 loss: 2.9607 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9607 2023/07/20 21:42:06 - mmengine - INFO - Epoch(train) [12][6220/9365] lr: 2.0879e-01 eta: 20:00:59 time: 0.6081 data_time: 0.0887 memory: 16132 grad_norm: 1.1416 loss: 2.7846 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.7846 2023/07/20 21:42:19 - mmengine - INFO - Epoch(train) [12][6240/9365] lr: 2.0874e-01 eta: 20:00:47 time: 0.6281 data_time: 0.0865 memory: 16132 grad_norm: 1.1594 loss: 2.9094 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.9094 2023/07/20 21:42:31 - mmengine - INFO - Epoch(train) [12][6260/9365] lr: 2.0868e-01 eta: 20:00:32 time: 0.5784 data_time: 0.0811 memory: 16132 grad_norm: 1.1499 loss: 2.9581 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.9581 2023/07/20 21:42:43 - mmengine - INFO - Epoch(train) [12][6280/9365] lr: 2.0862e-01 eta: 20:00:19 time: 0.6136 data_time: 0.0781 memory: 16132 grad_norm: 1.1685 loss: 2.8322 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.8322 2023/07/20 21:42:55 - mmengine - INFO - Epoch(train) [12][6300/9365] lr: 2.0857e-01 eta: 20:00:05 time: 0.5867 data_time: 0.1034 memory: 16132 grad_norm: 1.1382 loss: 2.7294 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.7294 2023/07/20 21:43:07 - mmengine - INFO - Epoch(train) [12][6320/9365] lr: 2.0851e-01 eta: 19:59:51 time: 0.6124 data_time: 0.0980 memory: 16132 grad_norm: 1.1409 loss: 2.8231 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8231 2023/07/20 21:43:20 - mmengine - INFO - Epoch(train) [12][6340/9365] lr: 2.0846e-01 eta: 19:59:40 time: 0.6335 data_time: 0.0914 memory: 16132 grad_norm: 1.1608 loss: 2.8262 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.8262 2023/07/20 21:43:32 - mmengine - INFO - Epoch(train) [12][6360/9365] lr: 2.0840e-01 eta: 19:59:27 time: 0.6140 data_time: 0.0979 memory: 16132 grad_norm: 1.1455 loss: 2.7828 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.7828 2023/07/20 21:43:44 - mmengine - INFO - Epoch(train) [12][6380/9365] lr: 2.0834e-01 eta: 19:59:14 time: 0.6145 data_time: 0.0702 memory: 16132 grad_norm: 1.1543 loss: 2.8899 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8899 2023/07/20 21:43:56 - mmengine - INFO - Epoch(train) [12][6400/9365] lr: 2.0829e-01 eta: 19:59:00 time: 0.6004 data_time: 0.0750 memory: 16132 grad_norm: 1.1433 loss: 2.7876 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7876 2023/07/20 21:44:08 - mmengine - INFO - Epoch(train) [12][6420/9365] lr: 2.0823e-01 eta: 19:58:46 time: 0.5978 data_time: 0.0815 memory: 16132 grad_norm: 1.1727 loss: 2.9217 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.9217 2023/07/20 21:44:21 - mmengine - INFO - Epoch(train) [12][6440/9365] lr: 2.0818e-01 eta: 19:58:34 time: 0.6372 data_time: 0.1302 memory: 16132 grad_norm: 1.1592 loss: 2.7739 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7739 2023/07/20 21:44:33 - mmengine - INFO - Epoch(train) [12][6460/9365] lr: 2.0812e-01 eta: 19:58:22 time: 0.6223 data_time: 0.1208 memory: 16132 grad_norm: 1.1642 loss: 2.7204 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7204 2023/07/20 21:44:46 - mmengine - INFO - Epoch(train) [12][6480/9365] lr: 2.0807e-01 eta: 19:58:09 time: 0.6164 data_time: 0.1304 memory: 16132 grad_norm: 1.1448 loss: 2.7422 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7422 2023/07/20 21:44:58 - mmengine - INFO - Epoch(train) [12][6500/9365] lr: 2.0801e-01 eta: 19:57:56 time: 0.6129 data_time: 0.0886 memory: 16132 grad_norm: 1.1524 loss: 2.8549 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8549 2023/07/20 21:45:10 - mmengine - INFO - Epoch(train) [12][6520/9365] lr: 2.0795e-01 eta: 19:57:42 time: 0.5976 data_time: 0.0838 memory: 16132 grad_norm: 1.1625 loss: 2.9229 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9229 2023/07/20 21:45:22 - mmengine - INFO - Epoch(train) [12][6540/9365] lr: 2.0790e-01 eta: 19:57:29 time: 0.6065 data_time: 0.0814 memory: 16132 grad_norm: 1.1295 loss: 2.7594 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.7594 2023/07/20 21:45:35 - mmengine - INFO - Epoch(train) [12][6560/9365] lr: 2.0784e-01 eta: 19:57:16 time: 0.6202 data_time: 0.0751 memory: 16132 grad_norm: 1.1748 loss: 2.8848 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8848 2023/07/20 21:45:47 - mmengine - INFO - Epoch(train) [12][6580/9365] lr: 2.0779e-01 eta: 19:57:03 time: 0.6166 data_time: 0.0967 memory: 16132 grad_norm: 1.1517 loss: 2.9408 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9408 2023/07/20 21:45:59 - mmengine - INFO - Epoch(train) [12][6600/9365] lr: 2.0773e-01 eta: 19:56:49 time: 0.6000 data_time: 0.0741 memory: 16132 grad_norm: 1.1461 loss: 2.9672 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9672 2023/07/20 21:46:13 - mmengine - INFO - Epoch(train) [12][6620/9365] lr: 2.0767e-01 eta: 19:56:40 time: 0.6766 data_time: 0.0915 memory: 16132 grad_norm: 1.1497 loss: 2.7931 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.7931 2023/07/20 21:46:24 - mmengine - INFO - Epoch(train) [12][6640/9365] lr: 2.0762e-01 eta: 19:56:25 time: 0.5849 data_time: 0.0860 memory: 16132 grad_norm: 1.1672 loss: 2.9414 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.9414 2023/07/20 21:46:37 - mmengine - INFO - Epoch(train) [12][6660/9365] lr: 2.0756e-01 eta: 19:56:14 time: 0.6408 data_time: 0.0917 memory: 16132 grad_norm: 1.1098 loss: 2.7985 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.7985 2023/07/20 21:46:49 - mmengine - INFO - Epoch(train) [12][6680/9365] lr: 2.0751e-01 eta: 19:56:00 time: 0.5973 data_time: 0.0954 memory: 16132 grad_norm: 1.1365 loss: 2.9226 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9226 2023/07/20 21:47:01 - mmengine - INFO - Epoch(train) [12][6700/9365] lr: 2.0745e-01 eta: 19:55:46 time: 0.5965 data_time: 0.0855 memory: 16132 grad_norm: 1.1368 loss: 2.9392 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.9392 2023/07/20 21:47:13 - mmengine - INFO - Epoch(train) [12][6720/9365] lr: 2.0740e-01 eta: 19:55:32 time: 0.5910 data_time: 0.0958 memory: 16132 grad_norm: 1.1457 loss: 2.9225 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.9225 2023/07/20 21:47:26 - mmengine - INFO - Epoch(train) [12][6740/9365] lr: 2.0734e-01 eta: 19:55:20 time: 0.6336 data_time: 0.0784 memory: 16132 grad_norm: 1.1661 loss: 2.8076 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8076 2023/07/20 21:47:37 - mmengine - INFO - Epoch(train) [12][6760/9365] lr: 2.0728e-01 eta: 19:55:06 time: 0.5915 data_time: 0.0999 memory: 16132 grad_norm: 1.1383 loss: 2.6914 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6914 2023/07/20 21:47:50 - mmengine - INFO - Epoch(train) [12][6780/9365] lr: 2.0723e-01 eta: 19:54:54 time: 0.6415 data_time: 0.0921 memory: 16132 grad_norm: 1.1629 loss: 2.9590 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9590 2023/07/20 21:48:02 - mmengine - INFO - Epoch(train) [12][6800/9365] lr: 2.0717e-01 eta: 19:54:40 time: 0.5968 data_time: 0.0857 memory: 16132 grad_norm: 1.1666 loss: 2.8716 top1_acc: 0.3125 top5_acc: 0.4062 loss_cls: 2.8716 2023/07/20 21:48:15 - mmengine - INFO - Epoch(train) [12][6820/9365] lr: 2.0712e-01 eta: 19:54:28 time: 0.6326 data_time: 0.0861 memory: 16132 grad_norm: 1.1302 loss: 2.9248 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9248 2023/07/20 21:48:27 - mmengine - INFO - Epoch(train) [12][6840/9365] lr: 2.0706e-01 eta: 19:54:14 time: 0.5883 data_time: 0.0837 memory: 16132 grad_norm: 1.1485 loss: 2.9386 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.9386 2023/07/20 21:48:39 - mmengine - INFO - Epoch(train) [12][6860/9365] lr: 2.0700e-01 eta: 19:54:02 time: 0.6396 data_time: 0.0854 memory: 16132 grad_norm: 1.1496 loss: 2.7250 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7250 2023/07/20 21:48:52 - mmengine - INFO - Epoch(train) [12][6880/9365] lr: 2.0695e-01 eta: 19:53:50 time: 0.6185 data_time: 0.0870 memory: 16132 grad_norm: 1.1803 loss: 2.7454 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7454 2023/07/20 21:49:04 - mmengine - INFO - Epoch(train) [12][6900/9365] lr: 2.0689e-01 eta: 19:53:36 time: 0.6063 data_time: 0.0849 memory: 16132 grad_norm: 1.1741 loss: 2.7799 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7799 2023/07/20 21:49:17 - mmengine - INFO - Epoch(train) [12][6920/9365] lr: 2.0684e-01 eta: 19:53:26 time: 0.6617 data_time: 0.0848 memory: 16132 grad_norm: 1.1393 loss: 2.8566 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.8566 2023/07/20 21:49:30 - mmengine - INFO - Epoch(train) [12][6940/9365] lr: 2.0678e-01 eta: 19:53:13 time: 0.6136 data_time: 0.0903 memory: 16132 grad_norm: 1.1141 loss: 2.7219 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.7219 2023/07/20 21:49:42 - mmengine - INFO - Epoch(train) [12][6960/9365] lr: 2.0672e-01 eta: 19:53:00 time: 0.6108 data_time: 0.0794 memory: 16132 grad_norm: 1.1425 loss: 2.8888 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8888 2023/07/20 21:49:54 - mmengine - INFO - Epoch(train) [12][6980/9365] lr: 2.0667e-01 eta: 19:52:47 time: 0.6275 data_time: 0.0854 memory: 16132 grad_norm: 1.1527 loss: 2.8200 top1_acc: 0.2812 top5_acc: 0.7500 loss_cls: 2.8200 2023/07/20 21:49:57 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 21:50:07 - mmengine - INFO - Epoch(train) [12][7000/9365] lr: 2.0661e-01 eta: 19:52:34 time: 0.6095 data_time: 0.1232 memory: 16132 grad_norm: 1.1703 loss: 2.8489 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8489 2023/07/20 21:50:19 - mmengine - INFO - Epoch(train) [12][7020/9365] lr: 2.0656e-01 eta: 19:52:22 time: 0.6371 data_time: 0.1141 memory: 16132 grad_norm: 1.1725 loss: 2.8162 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8162 2023/07/20 21:50:31 - mmengine - INFO - Epoch(train) [12][7040/9365] lr: 2.0650e-01 eta: 19:52:08 time: 0.5913 data_time: 0.0833 memory: 16132 grad_norm: 1.1608 loss: 2.7510 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7510 2023/07/20 21:50:44 - mmengine - INFO - Epoch(train) [12][7060/9365] lr: 2.0645e-01 eta: 19:51:56 time: 0.6261 data_time: 0.0822 memory: 16132 grad_norm: 1.1777 loss: 2.8054 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8054 2023/07/20 21:50:56 - mmengine - INFO - Epoch(train) [12][7080/9365] lr: 2.0639e-01 eta: 19:51:43 time: 0.6202 data_time: 0.0898 memory: 16132 grad_norm: 1.1486 loss: 2.7277 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7277 2023/07/20 21:51:09 - mmengine - INFO - Epoch(train) [12][7100/9365] lr: 2.0633e-01 eta: 19:51:31 time: 0.6236 data_time: 0.0776 memory: 16132 grad_norm: 1.1508 loss: 2.8656 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.8656 2023/07/20 21:51:20 - mmengine - INFO - Epoch(train) [12][7120/9365] lr: 2.0628e-01 eta: 19:51:16 time: 0.5753 data_time: 0.0803 memory: 16132 grad_norm: 1.1849 loss: 2.8511 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8511 2023/07/20 21:51:33 - mmengine - INFO - Epoch(train) [12][7140/9365] lr: 2.0622e-01 eta: 19:51:05 time: 0.6490 data_time: 0.0798 memory: 16132 grad_norm: 1.1792 loss: 2.8299 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.8299 2023/07/20 21:51:45 - mmengine - INFO - Epoch(train) [12][7160/9365] lr: 2.0617e-01 eta: 19:50:51 time: 0.6072 data_time: 0.0855 memory: 16132 grad_norm: 1.1602 loss: 2.8574 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8574 2023/07/20 21:51:57 - mmengine - INFO - Epoch(train) [12][7180/9365] lr: 2.0611e-01 eta: 19:50:37 time: 0.5919 data_time: 0.0840 memory: 16132 grad_norm: 1.1521 loss: 3.0052 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 3.0052 2023/07/20 21:52:09 - mmengine - INFO - Epoch(train) [12][7200/9365] lr: 2.0605e-01 eta: 19:50:24 time: 0.6173 data_time: 0.0975 memory: 16132 grad_norm: 1.1677 loss: 2.9127 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.9127 2023/07/20 21:52:21 - mmengine - INFO - Epoch(train) [12][7220/9365] lr: 2.0600e-01 eta: 19:50:10 time: 0.5920 data_time: 0.0848 memory: 16132 grad_norm: 1.1493 loss: 2.8296 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.8296 2023/07/20 21:52:34 - mmengine - INFO - Epoch(train) [12][7240/9365] lr: 2.0594e-01 eta: 19:49:58 time: 0.6218 data_time: 0.1079 memory: 16132 grad_norm: 1.1564 loss: 2.9314 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.9314 2023/07/20 21:52:46 - mmengine - INFO - Epoch(train) [12][7260/9365] lr: 2.0589e-01 eta: 19:49:44 time: 0.5944 data_time: 0.0822 memory: 16132 grad_norm: 1.1516 loss: 2.8954 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8954 2023/07/20 21:52:58 - mmengine - INFO - Epoch(train) [12][7280/9365] lr: 2.0583e-01 eta: 19:49:30 time: 0.6004 data_time: 0.0780 memory: 16132 grad_norm: 1.1427 loss: 2.7446 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.7446 2023/07/20 21:53:10 - mmengine - INFO - Epoch(train) [12][7300/9365] lr: 2.0577e-01 eta: 19:49:18 time: 0.6349 data_time: 0.0753 memory: 16132 grad_norm: 1.1318 loss: 2.8640 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.8640 2023/07/20 21:53:23 - mmengine - INFO - Epoch(train) [12][7320/9365] lr: 2.0572e-01 eta: 19:49:05 time: 0.6135 data_time: 0.0816 memory: 16132 grad_norm: 1.1649 loss: 2.7687 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7687 2023/07/20 21:53:35 - mmengine - INFO - Epoch(train) [12][7340/9365] lr: 2.0566e-01 eta: 19:48:53 time: 0.6182 data_time: 0.0759 memory: 16132 grad_norm: 1.1283 loss: 2.7115 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7115 2023/07/20 21:53:47 - mmengine - INFO - Epoch(train) [12][7360/9365] lr: 2.0561e-01 eta: 19:48:39 time: 0.5972 data_time: 0.0853 memory: 16132 grad_norm: 1.1788 loss: 2.7932 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7932 2023/07/20 21:53:59 - mmengine - INFO - Epoch(train) [12][7380/9365] lr: 2.0555e-01 eta: 19:48:26 time: 0.6106 data_time: 0.1054 memory: 16132 grad_norm: 1.1681 loss: 2.9965 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.9965 2023/07/20 21:54:12 - mmengine - INFO - Epoch(train) [12][7400/9365] lr: 2.0550e-01 eta: 19:48:12 time: 0.6077 data_time: 0.0778 memory: 16132 grad_norm: 1.1933 loss: 2.8254 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8254 2023/07/20 21:54:24 - mmengine - INFO - Epoch(train) [12][7420/9365] lr: 2.0544e-01 eta: 19:47:59 time: 0.6041 data_time: 0.0772 memory: 16132 grad_norm: 1.1633 loss: 2.7099 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7099 2023/07/20 21:54:36 - mmengine - INFO - Epoch(train) [12][7440/9365] lr: 2.0538e-01 eta: 19:47:47 time: 0.6317 data_time: 0.0877 memory: 16132 grad_norm: 1.1740 loss: 2.9082 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9082 2023/07/20 21:54:49 - mmengine - INFO - Epoch(train) [12][7460/9365] lr: 2.0533e-01 eta: 19:47:34 time: 0.6135 data_time: 0.0781 memory: 16132 grad_norm: 1.1452 loss: 2.7237 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 2.7237 2023/07/20 21:55:01 - mmengine - INFO - Epoch(train) [12][7480/9365] lr: 2.0527e-01 eta: 19:47:21 time: 0.6134 data_time: 0.1066 memory: 16132 grad_norm: 1.1703 loss: 2.7937 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.7937 2023/07/20 21:55:14 - mmengine - INFO - Epoch(train) [12][7500/9365] lr: 2.0522e-01 eta: 19:47:09 time: 0.6403 data_time: 0.0778 memory: 16132 grad_norm: 1.1881 loss: 2.8890 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8890 2023/07/20 21:55:26 - mmengine - INFO - Epoch(train) [12][7520/9365] lr: 2.0516e-01 eta: 19:46:55 time: 0.5972 data_time: 0.0837 memory: 16132 grad_norm: 1.1531 loss: 2.7424 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.7424 2023/07/20 21:55:38 - mmengine - INFO - Epoch(train) [12][7540/9365] lr: 2.0510e-01 eta: 19:46:42 time: 0.6099 data_time: 0.0794 memory: 16132 grad_norm: 1.1773 loss: 2.7194 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7194 2023/07/20 21:55:50 - mmengine - INFO - Epoch(train) [12][7560/9365] lr: 2.0505e-01 eta: 19:46:29 time: 0.6082 data_time: 0.0798 memory: 16132 grad_norm: 1.1343 loss: 2.8766 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8766 2023/07/20 21:56:03 - mmengine - INFO - Epoch(train) [12][7580/9365] lr: 2.0499e-01 eta: 19:46:17 time: 0.6247 data_time: 0.0915 memory: 16132 grad_norm: 1.1629 loss: 2.8811 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8811 2023/07/20 21:56:16 - mmengine - INFO - Epoch(train) [12][7600/9365] lr: 2.0494e-01 eta: 19:46:06 time: 0.6539 data_time: 0.0763 memory: 16132 grad_norm: 1.1528 loss: 2.8843 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.8843 2023/07/20 21:56:28 - mmengine - INFO - Epoch(train) [12][7620/9365] lr: 2.0488e-01 eta: 19:45:53 time: 0.6157 data_time: 0.0931 memory: 16132 grad_norm: 1.1622 loss: 2.9134 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9134 2023/07/20 21:56:40 - mmengine - INFO - Epoch(train) [12][7640/9365] lr: 2.0482e-01 eta: 19:45:38 time: 0.5833 data_time: 0.0988 memory: 16132 grad_norm: 1.1653 loss: 2.9957 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.9957 2023/07/20 21:56:52 - mmengine - INFO - Epoch(train) [12][7660/9365] lr: 2.0477e-01 eta: 19:45:25 time: 0.6138 data_time: 0.0866 memory: 16132 grad_norm: 1.1540 loss: 2.9387 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.9387 2023/07/20 21:57:04 - mmengine - INFO - Epoch(train) [12][7680/9365] lr: 2.0471e-01 eta: 19:45:13 time: 0.6220 data_time: 0.0893 memory: 16132 grad_norm: 1.1498 loss: 2.7853 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.7853 2023/07/20 21:57:17 - mmengine - INFO - Epoch(train) [12][7700/9365] lr: 2.0466e-01 eta: 19:45:00 time: 0.6179 data_time: 0.0740 memory: 16132 grad_norm: 1.1668 loss: 2.7713 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7713 2023/07/20 21:57:30 - mmengine - INFO - Epoch(train) [12][7720/9365] lr: 2.0460e-01 eta: 19:44:49 time: 0.6454 data_time: 0.0856 memory: 16132 grad_norm: 1.1734 loss: 2.6560 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.6560 2023/07/20 21:57:42 - mmengine - INFO - Epoch(train) [12][7740/9365] lr: 2.0455e-01 eta: 19:44:36 time: 0.6155 data_time: 0.1142 memory: 16132 grad_norm: 1.1723 loss: 2.9348 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.9348 2023/07/20 21:57:54 - mmengine - INFO - Epoch(train) [12][7760/9365] lr: 2.0449e-01 eta: 19:44:22 time: 0.5967 data_time: 0.0808 memory: 16132 grad_norm: 1.1162 loss: 2.7286 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.7286 2023/07/20 21:58:06 - mmengine - INFO - Epoch(train) [12][7780/9365] lr: 2.0443e-01 eta: 19:44:08 time: 0.5975 data_time: 0.1018 memory: 16132 grad_norm: 1.1376 loss: 2.7558 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 2.7558 2023/07/20 21:58:18 - mmengine - INFO - Epoch(train) [12][7800/9365] lr: 2.0438e-01 eta: 19:43:56 time: 0.6221 data_time: 0.0731 memory: 16132 grad_norm: 1.1771 loss: 2.8367 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8367 2023/07/20 21:58:31 - mmengine - INFO - Epoch(train) [12][7820/9365] lr: 2.0432e-01 eta: 19:43:44 time: 0.6371 data_time: 0.0835 memory: 16132 grad_norm: 1.1660 loss: 2.6936 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6936 2023/07/20 21:58:43 - mmengine - INFO - Epoch(train) [12][7840/9365] lr: 2.0427e-01 eta: 19:43:31 time: 0.6119 data_time: 0.0862 memory: 16132 grad_norm: 1.1825 loss: 2.8820 top1_acc: 0.4375 top5_acc: 0.5312 loss_cls: 2.8820 2023/07/20 21:58:57 - mmengine - INFO - Epoch(train) [12][7860/9365] lr: 2.0421e-01 eta: 19:43:20 time: 0.6587 data_time: 0.0833 memory: 16132 grad_norm: 1.1956 loss: 2.8675 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8675 2023/07/20 21:59:09 - mmengine - INFO - Epoch(train) [12][7880/9365] lr: 2.0415e-01 eta: 19:43:07 time: 0.6025 data_time: 0.0896 memory: 16132 grad_norm: 1.1580 loss: 2.8103 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8103 2023/07/20 21:59:21 - mmengine - INFO - Epoch(train) [12][7900/9365] lr: 2.0410e-01 eta: 19:42:53 time: 0.6085 data_time: 0.0778 memory: 16132 grad_norm: 1.1719 loss: 2.7515 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.7515 2023/07/20 21:59:33 - mmengine - INFO - Epoch(train) [12][7920/9365] lr: 2.0404e-01 eta: 19:42:41 time: 0.6176 data_time: 0.0970 memory: 16132 grad_norm: 1.1765 loss: 2.8082 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.8082 2023/07/20 21:59:46 - mmengine - INFO - Epoch(train) [12][7940/9365] lr: 2.0399e-01 eta: 19:42:28 time: 0.6193 data_time: 0.0923 memory: 16132 grad_norm: 1.1731 loss: 2.6664 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.6664 2023/07/20 21:59:58 - mmengine - INFO - Epoch(train) [12][7960/9365] lr: 2.0393e-01 eta: 19:42:15 time: 0.6113 data_time: 0.0824 memory: 16132 grad_norm: 1.1651 loss: 2.9381 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.9381 2023/07/20 22:00:10 - mmengine - INFO - Epoch(train) [12][7980/9365] lr: 2.0387e-01 eta: 19:42:02 time: 0.6053 data_time: 0.0856 memory: 16132 grad_norm: 1.1552 loss: 2.7506 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.7506 2023/07/20 22:00:13 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 22:00:22 - mmengine - INFO - Epoch(train) [12][8000/9365] lr: 2.0382e-01 eta: 19:41:48 time: 0.6017 data_time: 0.0861 memory: 16132 grad_norm: 1.1498 loss: 2.8954 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8954 2023/07/20 22:00:35 - mmengine - INFO - Epoch(train) [12][8020/9365] lr: 2.0376e-01 eta: 19:41:35 time: 0.6216 data_time: 0.0754 memory: 16132 grad_norm: 1.1740 loss: 2.8349 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.8349 2023/07/20 22:00:47 - mmengine - INFO - Epoch(train) [12][8040/9365] lr: 2.0371e-01 eta: 19:41:23 time: 0.6283 data_time: 0.0855 memory: 16132 grad_norm: 1.1242 loss: 2.8907 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8907 2023/07/20 22:01:00 - mmengine - INFO - Epoch(train) [12][8060/9365] lr: 2.0365e-01 eta: 19:41:12 time: 0.6407 data_time: 0.0767 memory: 16132 grad_norm: 1.1687 loss: 3.0294 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 3.0294 2023/07/20 22:01:12 - mmengine - INFO - Epoch(train) [12][8080/9365] lr: 2.0359e-01 eta: 19:40:58 time: 0.5936 data_time: 0.0904 memory: 16132 grad_norm: 1.1531 loss: 2.8920 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8920 2023/07/20 22:01:24 - mmengine - INFO - Epoch(train) [12][8100/9365] lr: 2.0354e-01 eta: 19:40:45 time: 0.6104 data_time: 0.0806 memory: 16132 grad_norm: 1.1741 loss: 2.8816 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8816 2023/07/20 22:01:36 - mmengine - INFO - Epoch(train) [12][8120/9365] lr: 2.0348e-01 eta: 19:40:31 time: 0.5969 data_time: 0.0755 memory: 16132 grad_norm: 1.1820 loss: 2.9261 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.9261 2023/07/20 22:01:49 - mmengine - INFO - Epoch(train) [12][8140/9365] lr: 2.0343e-01 eta: 19:40:18 time: 0.6244 data_time: 0.0916 memory: 16132 grad_norm: 1.1510 loss: 2.9583 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.9583 2023/07/20 22:02:01 - mmengine - INFO - Epoch(train) [12][8160/9365] lr: 2.0337e-01 eta: 19:40:06 time: 0.6199 data_time: 0.0797 memory: 16132 grad_norm: 1.1601 loss: 2.8423 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 2.8423 2023/07/20 22:02:13 - mmengine - INFO - Epoch(train) [12][8180/9365] lr: 2.0332e-01 eta: 19:39:52 time: 0.6062 data_time: 0.1034 memory: 16132 grad_norm: 1.1523 loss: 2.8831 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8831 2023/07/20 22:02:25 - mmengine - INFO - Epoch(train) [12][8200/9365] lr: 2.0326e-01 eta: 19:39:38 time: 0.5875 data_time: 0.0751 memory: 16132 grad_norm: 1.1561 loss: 2.9351 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.9351 2023/07/20 22:02:38 - mmengine - INFO - Epoch(train) [12][8220/9365] lr: 2.0320e-01 eta: 19:39:26 time: 0.6328 data_time: 0.0958 memory: 16132 grad_norm: 1.1831 loss: 2.8371 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8371 2023/07/20 22:02:50 - mmengine - INFO - Epoch(train) [12][8240/9365] lr: 2.0315e-01 eta: 19:39:14 time: 0.6208 data_time: 0.0785 memory: 16132 grad_norm: 1.1635 loss: 2.6567 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.6567 2023/07/20 22:03:02 - mmengine - INFO - Epoch(train) [12][8260/9365] lr: 2.0309e-01 eta: 19:39:00 time: 0.5986 data_time: 0.0748 memory: 16132 grad_norm: 1.1703 loss: 2.9122 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 2.9122 2023/07/20 22:03:15 - mmengine - INFO - Epoch(train) [12][8280/9365] lr: 2.0304e-01 eta: 19:38:48 time: 0.6309 data_time: 0.0815 memory: 16132 grad_norm: 1.1772 loss: 2.7412 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7412 2023/07/20 22:03:27 - mmengine - INFO - Epoch(train) [12][8300/9365] lr: 2.0298e-01 eta: 19:38:35 time: 0.6117 data_time: 0.0802 memory: 16132 grad_norm: 1.1403 loss: 2.9744 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9744 2023/07/20 22:03:39 - mmengine - INFO - Epoch(train) [12][8320/9365] lr: 2.0292e-01 eta: 19:38:20 time: 0.5865 data_time: 0.0994 memory: 16132 grad_norm: 1.1792 loss: 2.7584 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.7584 2023/07/20 22:03:51 - mmengine - INFO - Epoch(train) [12][8340/9365] lr: 2.0287e-01 eta: 19:38:06 time: 0.5917 data_time: 0.0828 memory: 16132 grad_norm: 1.1643 loss: 2.8444 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8444 2023/07/20 22:04:03 - mmengine - INFO - Epoch(train) [12][8360/9365] lr: 2.0281e-01 eta: 19:37:54 time: 0.6200 data_time: 0.0778 memory: 16132 grad_norm: 1.1490 loss: 2.7118 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.7118 2023/07/20 22:04:15 - mmengine - INFO - Epoch(train) [12][8380/9365] lr: 2.0276e-01 eta: 19:37:41 time: 0.6096 data_time: 0.0983 memory: 16132 grad_norm: 1.1862 loss: 2.9118 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.9118 2023/07/20 22:04:28 - mmengine - INFO - Epoch(train) [12][8400/9365] lr: 2.0270e-01 eta: 19:37:28 time: 0.6285 data_time: 0.0822 memory: 16132 grad_norm: 1.1680 loss: 2.8176 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.8176 2023/07/20 22:04:40 - mmengine - INFO - Epoch(train) [12][8420/9365] lr: 2.0264e-01 eta: 19:37:16 time: 0.6342 data_time: 0.0811 memory: 16132 grad_norm: 1.1598 loss: 2.7359 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7359 2023/07/20 22:04:53 - mmengine - INFO - Epoch(train) [12][8440/9365] lr: 2.0259e-01 eta: 19:37:03 time: 0.6097 data_time: 0.0953 memory: 16132 grad_norm: 1.1533 loss: 2.7616 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7616 2023/07/20 22:05:05 - mmengine - INFO - Epoch(train) [12][8460/9365] lr: 2.0253e-01 eta: 19:36:51 time: 0.6272 data_time: 0.0795 memory: 16132 grad_norm: 1.1606 loss: 2.7722 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.7722 2023/07/20 22:05:18 - mmengine - INFO - Epoch(train) [12][8480/9365] lr: 2.0248e-01 eta: 19:36:38 time: 0.6141 data_time: 0.0798 memory: 16132 grad_norm: 1.1733 loss: 2.8279 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8279 2023/07/20 22:05:30 - mmengine - INFO - Epoch(train) [12][8500/9365] lr: 2.0242e-01 eta: 19:36:25 time: 0.6102 data_time: 0.1047 memory: 16132 grad_norm: 1.1389 loss: 2.8441 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.8441 2023/07/20 22:05:42 - mmengine - INFO - Epoch(train) [12][8520/9365] lr: 2.0236e-01 eta: 19:36:13 time: 0.6312 data_time: 0.0808 memory: 16132 grad_norm: 1.1724 loss: 2.7955 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.7955 2023/07/20 22:05:54 - mmengine - INFO - Epoch(train) [12][8540/9365] lr: 2.0231e-01 eta: 19:35:59 time: 0.5958 data_time: 0.0841 memory: 16132 grad_norm: 1.1641 loss: 2.7969 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.7969 2023/07/20 22:06:07 - mmengine - INFO - Epoch(train) [12][8560/9365] lr: 2.0225e-01 eta: 19:35:46 time: 0.6135 data_time: 0.0779 memory: 16132 grad_norm: 1.1701 loss: 2.8597 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.8597 2023/07/20 22:06:19 - mmengine - INFO - Epoch(train) [12][8580/9365] lr: 2.0220e-01 eta: 19:35:33 time: 0.5989 data_time: 0.1107 memory: 16132 grad_norm: 1.1627 loss: 2.7929 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.7929 2023/07/20 22:06:31 - mmengine - INFO - Epoch(train) [12][8600/9365] lr: 2.0214e-01 eta: 19:35:19 time: 0.6046 data_time: 0.0725 memory: 16132 grad_norm: 1.1656 loss: 2.8605 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8605 2023/07/20 22:06:43 - mmengine - INFO - Epoch(train) [12][8620/9365] lr: 2.0209e-01 eta: 19:35:06 time: 0.6100 data_time: 0.0765 memory: 16132 grad_norm: 1.1619 loss: 2.9073 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 2.9073 2023/07/20 22:06:56 - mmengine - INFO - Epoch(train) [12][8640/9365] lr: 2.0203e-01 eta: 19:34:54 time: 0.6293 data_time: 0.0869 memory: 16132 grad_norm: 1.1538 loss: 2.7692 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7692 2023/07/20 22:07:08 - mmengine - INFO - Epoch(train) [12][8660/9365] lr: 2.0197e-01 eta: 19:34:41 time: 0.6082 data_time: 0.1051 memory: 16132 grad_norm: 1.1842 loss: 2.8713 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.8713 2023/07/20 22:07:20 - mmengine - INFO - Epoch(train) [12][8680/9365] lr: 2.0192e-01 eta: 19:34:29 time: 0.6371 data_time: 0.0785 memory: 16132 grad_norm: 1.1166 loss: 3.0009 top1_acc: 0.5312 top5_acc: 0.6250 loss_cls: 3.0009 2023/07/20 22:07:32 - mmengine - INFO - Epoch(train) [12][8700/9365] lr: 2.0186e-01 eta: 19:34:14 time: 0.5777 data_time: 0.0905 memory: 16132 grad_norm: 1.1865 loss: 2.6732 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.6732 2023/07/20 22:07:44 - mmengine - INFO - Epoch(train) [12][8720/9365] lr: 2.0181e-01 eta: 19:34:01 time: 0.6130 data_time: 0.0749 memory: 16132 grad_norm: 1.1728 loss: 2.7539 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 2.7539 2023/07/20 22:07:56 - mmengine - INFO - Epoch(train) [12][8740/9365] lr: 2.0175e-01 eta: 19:33:48 time: 0.6060 data_time: 0.0760 memory: 16132 grad_norm: 1.1829 loss: 2.8646 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8646 2023/07/20 22:08:09 - mmengine - INFO - Epoch(train) [12][8760/9365] lr: 2.0169e-01 eta: 19:33:36 time: 0.6321 data_time: 0.0913 memory: 16132 grad_norm: 1.1848 loss: 2.8143 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8143 2023/07/20 22:08:21 - mmengine - INFO - Epoch(train) [12][8780/9365] lr: 2.0164e-01 eta: 19:33:22 time: 0.5989 data_time: 0.0832 memory: 16132 grad_norm: 1.1632 loss: 2.7632 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 2.7632 2023/07/20 22:08:33 - mmengine - INFO - Epoch(train) [12][8800/9365] lr: 2.0158e-01 eta: 19:33:09 time: 0.6092 data_time: 0.0749 memory: 16132 grad_norm: 1.1773 loss: 2.7722 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.7722 2023/07/20 22:08:46 - mmengine - INFO - Epoch(train) [12][8820/9365] lr: 2.0153e-01 eta: 19:32:58 time: 0.6490 data_time: 0.1043 memory: 16132 grad_norm: 1.1772 loss: 2.7903 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.7903 2023/07/20 22:08:58 - mmengine - INFO - Epoch(train) [12][8840/9365] lr: 2.0147e-01 eta: 19:32:44 time: 0.5983 data_time: 0.0830 memory: 16132 grad_norm: 1.1424 loss: 2.8848 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.8848 2023/07/20 22:09:11 - mmengine - INFO - Epoch(train) [12][8860/9365] lr: 2.0141e-01 eta: 19:32:31 time: 0.6125 data_time: 0.0762 memory: 16132 grad_norm: 1.1673 loss: 2.9412 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.9412 2023/07/20 22:09:23 - mmengine - INFO - Epoch(train) [12][8880/9365] lr: 2.0136e-01 eta: 19:32:18 time: 0.6086 data_time: 0.0851 memory: 16132 grad_norm: 1.1694 loss: 2.7369 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.7369 2023/07/20 22:09:36 - mmengine - INFO - Epoch(train) [12][8900/9365] lr: 2.0130e-01 eta: 19:32:08 time: 0.6662 data_time: 0.1271 memory: 16132 grad_norm: 1.1818 loss: 2.9220 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9220 2023/07/20 22:09:48 - mmengine - INFO - Epoch(train) [12][8920/9365] lr: 2.0125e-01 eta: 19:31:54 time: 0.6083 data_time: 0.1066 memory: 16132 grad_norm: 1.1662 loss: 2.9182 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.9182 2023/07/20 22:10:00 - mmengine - INFO - Epoch(train) [12][8940/9365] lr: 2.0119e-01 eta: 19:31:40 time: 0.5880 data_time: 0.0794 memory: 16132 grad_norm: 1.1880 loss: 2.8172 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.8172 2023/07/20 22:10:12 - mmengine - INFO - Epoch(train) [12][8960/9365] lr: 2.0113e-01 eta: 19:31:27 time: 0.6112 data_time: 0.0696 memory: 16132 grad_norm: 1.1478 loss: 2.8898 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8898 2023/07/20 22:10:25 - mmengine - INFO - Epoch(train) [12][8980/9365] lr: 2.0108e-01 eta: 19:31:16 time: 0.6395 data_time: 0.0837 memory: 16132 grad_norm: 1.1777 loss: 2.7985 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7985 2023/07/20 22:10:28 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 22:10:38 - mmengine - INFO - Epoch(train) [12][9000/9365] lr: 2.0102e-01 eta: 19:31:03 time: 0.6170 data_time: 0.0919 memory: 16132 grad_norm: 1.1905 loss: 2.8768 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8768 2023/07/20 22:10:50 - mmengine - INFO - Epoch(train) [12][9020/9365] lr: 2.0097e-01 eta: 19:30:50 time: 0.6093 data_time: 0.0907 memory: 16132 grad_norm: 1.1653 loss: 2.9045 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9045 2023/07/20 22:11:02 - mmengine - INFO - Epoch(train) [12][9040/9365] lr: 2.0091e-01 eta: 19:30:38 time: 0.6343 data_time: 0.1138 memory: 16132 grad_norm: 1.1703 loss: 2.9338 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9338 2023/07/20 22:11:15 - mmengine - INFO - Epoch(train) [12][9060/9365] lr: 2.0086e-01 eta: 19:30:25 time: 0.6137 data_time: 0.0878 memory: 16132 grad_norm: 1.1649 loss: 2.8357 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8357 2023/07/20 22:11:27 - mmengine - INFO - Epoch(train) [12][9080/9365] lr: 2.0080e-01 eta: 19:30:12 time: 0.6258 data_time: 0.0871 memory: 16132 grad_norm: 1.1677 loss: 2.7962 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7962 2023/07/20 22:11:40 - mmengine - INFO - Epoch(train) [12][9100/9365] lr: 2.0074e-01 eta: 19:30:00 time: 0.6252 data_time: 0.0828 memory: 16132 grad_norm: 1.1549 loss: 2.9259 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.9259 2023/07/20 22:11:52 - mmengine - INFO - Epoch(train) [12][9120/9365] lr: 2.0069e-01 eta: 19:29:47 time: 0.6103 data_time: 0.0933 memory: 16132 grad_norm: 1.2018 loss: 2.8441 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.8441 2023/07/20 22:12:04 - mmengine - INFO - Epoch(train) [12][9140/9365] lr: 2.0063e-01 eta: 19:29:34 time: 0.6095 data_time: 0.0775 memory: 16132 grad_norm: 1.1908 loss: 2.9526 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9526 2023/07/20 22:12:17 - mmengine - INFO - Epoch(train) [12][9160/9365] lr: 2.0058e-01 eta: 19:29:21 time: 0.6180 data_time: 0.0924 memory: 16132 grad_norm: 1.1761 loss: 2.7915 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.7915 2023/07/20 22:12:29 - mmengine - INFO - Epoch(train) [12][9180/9365] lr: 2.0052e-01 eta: 19:29:08 time: 0.6196 data_time: 0.0860 memory: 16132 grad_norm: 1.1866 loss: 2.8020 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.8020 2023/07/20 22:12:42 - mmengine - INFO - Epoch(train) [12][9200/9365] lr: 2.0046e-01 eta: 19:28:56 time: 0.6303 data_time: 0.0797 memory: 16132 grad_norm: 1.1858 loss: 2.7660 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.7660 2023/07/20 22:12:54 - mmengine - INFO - Epoch(train) [12][9220/9365] lr: 2.0041e-01 eta: 19:28:44 time: 0.6203 data_time: 0.0787 memory: 16132 grad_norm: 1.1603 loss: 2.8150 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8150 2023/07/20 22:13:06 - mmengine - INFO - Epoch(train) [12][9240/9365] lr: 2.0035e-01 eta: 19:28:30 time: 0.5913 data_time: 0.0824 memory: 16132 grad_norm: 1.2024 loss: 2.7934 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.7934 2023/07/20 22:13:19 - mmengine - INFO - Epoch(train) [12][9260/9365] lr: 2.0030e-01 eta: 19:28:18 time: 0.6380 data_time: 0.0756 memory: 16132 grad_norm: 1.1679 loss: 2.7917 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7917 2023/07/20 22:13:31 - mmengine - INFO - Epoch(train) [12][9280/9365] lr: 2.0024e-01 eta: 19:28:05 time: 0.6120 data_time: 0.0979 memory: 16132 grad_norm: 1.1672 loss: 2.7776 top1_acc: 0.1562 top5_acc: 0.3438 loss_cls: 2.7776 2023/07/20 22:13:43 - mmengine - INFO - Epoch(train) [12][9300/9365] lr: 2.0018e-01 eta: 19:27:52 time: 0.6050 data_time: 0.0773 memory: 16132 grad_norm: 1.1834 loss: 2.8481 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8481 2023/07/20 22:13:55 - mmengine - INFO - Epoch(train) [12][9320/9365] lr: 2.0013e-01 eta: 19:27:39 time: 0.6145 data_time: 0.0835 memory: 16132 grad_norm: 1.1573 loss: 2.8229 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.8229 2023/07/20 22:14:07 - mmengine - INFO - Epoch(train) [12][9340/9365] lr: 2.0007e-01 eta: 19:27:25 time: 0.5997 data_time: 0.0951 memory: 16132 grad_norm: 1.1688 loss: 2.8378 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.8378 2023/07/20 22:14:19 - mmengine - INFO - Epoch(train) [12][9360/9365] lr: 2.0002e-01 eta: 19:27:10 time: 0.5635 data_time: 0.0762 memory: 16132 grad_norm: 1.1730 loss: 2.9719 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.9719 2023/07/20 22:14:21 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 22:14:21 - mmengine - INFO - Epoch(train) [12][9365/9365] lr: 2.0000e-01 eta: 19:27:05 time: 0.5516 data_time: 0.0748 memory: 16132 grad_norm: 1.1594 loss: 2.8932 top1_acc: 0.2917 top5_acc: 0.7083 loss_cls: 2.8932 2023/07/20 22:14:21 - mmengine - INFO - Saving checkpoint at 12 epochs 2023/07/20 22:14:40 - mmengine - INFO - Epoch(val) [12][20/78] eta: 0:00:49 time: 0.8578 data_time: 0.5690 memory: 3721 2023/07/20 22:14:50 - mmengine - INFO - Epoch(val) [12][40/78] eta: 0:00:26 time: 0.5241 data_time: 0.2345 memory: 3721 2023/07/20 22:15:01 - mmengine - INFO - Epoch(val) [12][60/78] eta: 0:00:11 time: 0.5356 data_time: 0.2413 memory: 3721 2023/07/20 22:15:13 - mmengine - INFO - Epoch(val) [12][78/78] acc/top1: 0.2957 acc/top5: 0.5469 acc/mean1: 0.2956 data_time: 0.3079 time: 0.5896 2023/07/20 22:15:13 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/daiwenxun/mmlab/mmaction2/work_dirs/slowonly_r50_8xb32-u48-240e_k400-keypoint/best_acc_top1_epoch_11.pth is removed 2023/07/20 22:15:14 - mmengine - INFO - The best checkpoint with 0.2957 acc/top1 at 12 epoch is saved to best_acc_top1_epoch_12.pth. 2023/07/20 22:15:34 - mmengine - INFO - Epoch(train) [13][ 20/9365] lr: 1.9995e-01 eta: 19:27:11 time: 1.0092 data_time: 0.4127 memory: 16132 grad_norm: 1.1795 loss: 2.9229 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.9229 2023/07/20 22:15:46 - mmengine - INFO - Epoch(train) [13][ 40/9365] lr: 1.9989e-01 eta: 19:26:58 time: 0.6004 data_time: 0.0983 memory: 16132 grad_norm: 1.1790 loss: 2.7515 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7515 2023/07/20 22:15:59 - mmengine - INFO - Epoch(train) [13][ 60/9365] lr: 1.9984e-01 eta: 19:26:46 time: 0.6453 data_time: 0.0814 memory: 16132 grad_norm: 1.1772 loss: 2.8014 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8014 2023/07/20 22:16:12 - mmengine - INFO - Epoch(train) [13][ 80/9365] lr: 1.9978e-01 eta: 19:26:35 time: 0.6342 data_time: 0.0862 memory: 16132 grad_norm: 1.1637 loss: 2.8313 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.8313 2023/07/20 22:16:24 - mmengine - INFO - Epoch(train) [13][ 100/9365] lr: 1.9972e-01 eta: 19:26:22 time: 0.6273 data_time: 0.0846 memory: 16132 grad_norm: 1.1748 loss: 2.8325 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.8325 2023/07/20 22:16:36 - mmengine - INFO - Epoch(train) [13][ 120/9365] lr: 1.9967e-01 eta: 19:26:09 time: 0.6115 data_time: 0.1382 memory: 16132 grad_norm: 1.1548 loss: 2.8215 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 2.8215 2023/07/20 22:16:48 - mmengine - INFO - Epoch(train) [13][ 140/9365] lr: 1.9961e-01 eta: 19:25:56 time: 0.6001 data_time: 0.0816 memory: 16132 grad_norm: 1.1633 loss: 2.8422 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8422 2023/07/20 22:17:01 - mmengine - INFO - Epoch(train) [13][ 160/9365] lr: 1.9956e-01 eta: 19:25:43 time: 0.6118 data_time: 0.0954 memory: 16132 grad_norm: 1.1603 loss: 2.6559 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.6559 2023/07/20 22:17:13 - mmengine - INFO - Epoch(train) [13][ 180/9365] lr: 1.9950e-01 eta: 19:25:30 time: 0.6148 data_time: 0.1147 memory: 16132 grad_norm: 1.1871 loss: 2.7684 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7684 2023/07/20 22:17:25 - mmengine - INFO - Epoch(train) [13][ 200/9365] lr: 1.9944e-01 eta: 19:25:17 time: 0.6180 data_time: 0.1006 memory: 16132 grad_norm: 1.1703 loss: 2.7164 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.7164 2023/07/20 22:17:37 - mmengine - INFO - Epoch(train) [13][ 220/9365] lr: 1.9939e-01 eta: 19:25:03 time: 0.6002 data_time: 0.0840 memory: 16132 grad_norm: 1.1837 loss: 2.8250 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8250 2023/07/20 22:17:49 - mmengine - INFO - Epoch(train) [13][ 240/9365] lr: 1.9933e-01 eta: 19:24:49 time: 0.5910 data_time: 0.1090 memory: 16132 grad_norm: 1.1487 loss: 2.8923 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8923 2023/07/20 22:18:02 - mmengine - INFO - Epoch(train) [13][ 260/9365] lr: 1.9928e-01 eta: 19:24:38 time: 0.6356 data_time: 0.0997 memory: 16132 grad_norm: 1.1807 loss: 2.8886 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.8886 2023/07/20 22:18:14 - mmengine - INFO - Epoch(train) [13][ 280/9365] lr: 1.9922e-01 eta: 19:24:24 time: 0.5987 data_time: 0.1077 memory: 16132 grad_norm: 1.1816 loss: 2.9060 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.9060 2023/07/20 22:18:27 - mmengine - INFO - Epoch(train) [13][ 300/9365] lr: 1.9916e-01 eta: 19:24:12 time: 0.6261 data_time: 0.0798 memory: 16132 grad_norm: 1.1596 loss: 3.0212 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 3.0212 2023/07/20 22:18:38 - mmengine - INFO - Epoch(train) [13][ 320/9365] lr: 1.9911e-01 eta: 19:23:58 time: 0.5898 data_time: 0.0962 memory: 16132 grad_norm: 1.1793 loss: 2.6946 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6946 2023/07/20 22:18:51 - mmengine - INFO - Epoch(train) [13][ 340/9365] lr: 1.9905e-01 eta: 19:23:45 time: 0.6238 data_time: 0.0835 memory: 16132 grad_norm: 1.1766 loss: 2.6800 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.6800 2023/07/20 22:19:04 - mmengine - INFO - Epoch(train) [13][ 360/9365] lr: 1.9900e-01 eta: 19:23:33 time: 0.6398 data_time: 0.0913 memory: 16132 grad_norm: 1.1983 loss: 2.8900 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8900 2023/07/20 22:19:16 - mmengine - INFO - Epoch(train) [13][ 380/9365] lr: 1.9894e-01 eta: 19:23:22 time: 0.6385 data_time: 0.0857 memory: 16132 grad_norm: 1.1725 loss: 2.9903 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9903 2023/07/20 22:19:29 - mmengine - INFO - Epoch(train) [13][ 400/9365] lr: 1.9888e-01 eta: 19:23:08 time: 0.6072 data_time: 0.1063 memory: 16132 grad_norm: 1.1687 loss: 2.8689 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.8689 2023/07/20 22:19:41 - mmengine - INFO - Epoch(train) [13][ 420/9365] lr: 1.9883e-01 eta: 19:22:55 time: 0.6117 data_time: 0.0938 memory: 16132 grad_norm: 1.1664 loss: 2.6266 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.6266 2023/07/20 22:19:53 - mmengine - INFO - Epoch(train) [13][ 440/9365] lr: 1.9877e-01 eta: 19:22:42 time: 0.5994 data_time: 0.0858 memory: 16132 grad_norm: 1.1633 loss: 2.8839 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.8839 2023/07/20 22:20:05 - mmengine - INFO - Epoch(train) [13][ 460/9365] lr: 1.9872e-01 eta: 19:22:29 time: 0.6106 data_time: 0.0855 memory: 16132 grad_norm: 1.1930 loss: 2.7938 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.7938 2023/07/20 22:20:17 - mmengine - INFO - Epoch(train) [13][ 480/9365] lr: 1.9866e-01 eta: 19:22:15 time: 0.6033 data_time: 0.0906 memory: 16132 grad_norm: 1.1803 loss: 2.8409 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8409 2023/07/20 22:20:29 - mmengine - INFO - Epoch(train) [13][ 500/9365] lr: 1.9861e-01 eta: 19:22:02 time: 0.6126 data_time: 0.0818 memory: 16132 grad_norm: 1.2047 loss: 2.8760 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8760 2023/07/20 22:20:42 - mmengine - INFO - Epoch(train) [13][ 520/9365] lr: 1.9855e-01 eta: 19:21:51 time: 0.6388 data_time: 0.0873 memory: 16132 grad_norm: 1.1687 loss: 2.6668 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.6668 2023/07/20 22:20:54 - mmengine - INFO - Epoch(train) [13][ 540/9365] lr: 1.9849e-01 eta: 19:21:37 time: 0.5890 data_time: 0.0859 memory: 16132 grad_norm: 1.1540 loss: 2.8771 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.8771 2023/07/20 22:21:06 - mmengine - INFO - Epoch(train) [13][ 560/9365] lr: 1.9844e-01 eta: 19:21:23 time: 0.6003 data_time: 0.0825 memory: 16132 grad_norm: 1.1945 loss: 2.7673 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.7673 2023/07/20 22:21:19 - mmengine - INFO - Epoch(train) [13][ 580/9365] lr: 1.9838e-01 eta: 19:21:11 time: 0.6287 data_time: 0.0809 memory: 16132 grad_norm: 1.1606 loss: 2.8133 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8133 2023/07/20 22:21:31 - mmengine - INFO - Epoch(train) [13][ 600/9365] lr: 1.9833e-01 eta: 19:20:57 time: 0.5993 data_time: 0.0871 memory: 16132 grad_norm: 1.1615 loss: 2.7787 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.7787 2023/07/20 22:21:44 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 22:21:44 - mmengine - INFO - Epoch(train) [13][ 620/9365] lr: 1.9827e-01 eta: 19:20:46 time: 0.6397 data_time: 0.0852 memory: 16132 grad_norm: 1.1720 loss: 2.8220 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.8220 2023/07/20 22:21:56 - mmengine - INFO - Epoch(train) [13][ 640/9365] lr: 1.9821e-01 eta: 19:20:33 time: 0.6136 data_time: 0.0805 memory: 16132 grad_norm: 1.1474 loss: 2.8798 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8798 2023/07/20 22:22:08 - mmengine - INFO - Epoch(train) [13][ 660/9365] lr: 1.9816e-01 eta: 19:20:19 time: 0.6047 data_time: 0.1039 memory: 16132 grad_norm: 1.1721 loss: 2.7800 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.7800 2023/07/20 22:22:20 - mmengine - INFO - Epoch(train) [13][ 680/9365] lr: 1.9810e-01 eta: 19:20:06 time: 0.6067 data_time: 0.0916 memory: 16132 grad_norm: 1.1868 loss: 2.7905 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.7905 2023/07/20 22:22:32 - mmengine - INFO - Epoch(train) [13][ 700/9365] lr: 1.9805e-01 eta: 19:19:53 time: 0.6049 data_time: 0.0811 memory: 16132 grad_norm: 1.1858 loss: 2.8944 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.8944 2023/07/20 22:22:45 - mmengine - INFO - Epoch(train) [13][ 720/9365] lr: 1.9799e-01 eta: 19:19:40 time: 0.6260 data_time: 0.0819 memory: 16132 grad_norm: 1.1778 loss: 2.9824 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.9824 2023/07/20 22:22:57 - mmengine - INFO - Epoch(train) [13][ 740/9365] lr: 1.9793e-01 eta: 19:19:28 time: 0.6195 data_time: 0.0957 memory: 16132 grad_norm: 1.2013 loss: 2.8188 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.8188 2023/07/20 22:23:10 - mmengine - INFO - Epoch(train) [13][ 760/9365] lr: 1.9788e-01 eta: 19:19:15 time: 0.6210 data_time: 0.0780 memory: 16132 grad_norm: 1.1798 loss: 2.8771 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8771 2023/07/20 22:23:22 - mmengine - INFO - Epoch(train) [13][ 780/9365] lr: 1.9782e-01 eta: 19:19:03 time: 0.6330 data_time: 0.1107 memory: 16132 grad_norm: 1.1641 loss: 2.8684 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.8684 2023/07/20 22:23:35 - mmengine - INFO - Epoch(train) [13][ 800/9365] lr: 1.9777e-01 eta: 19:18:50 time: 0.6125 data_time: 0.0906 memory: 16132 grad_norm: 1.1858 loss: 2.8974 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8974 2023/07/20 22:23:47 - mmengine - INFO - Epoch(train) [13][ 820/9365] lr: 1.9771e-01 eta: 19:18:37 time: 0.6152 data_time: 0.0927 memory: 16132 grad_norm: 1.1878 loss: 2.7342 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7342 2023/07/20 22:24:00 - mmengine - INFO - Epoch(train) [13][ 840/9365] lr: 1.9765e-01 eta: 19:18:26 time: 0.6334 data_time: 0.0870 memory: 16132 grad_norm: 1.1941 loss: 2.7929 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.7929 2023/07/20 22:24:12 - mmengine - INFO - Epoch(train) [13][ 860/9365] lr: 1.9760e-01 eta: 19:18:13 time: 0.6200 data_time: 0.0823 memory: 16132 grad_norm: 1.1643 loss: 2.9478 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9478 2023/07/20 22:24:25 - mmengine - INFO - Epoch(train) [13][ 880/9365] lr: 1.9754e-01 eta: 19:18:01 time: 0.6367 data_time: 0.0809 memory: 16132 grad_norm: 1.1664 loss: 2.8201 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.8201 2023/07/20 22:24:37 - mmengine - INFO - Epoch(train) [13][ 900/9365] lr: 1.9749e-01 eta: 19:17:49 time: 0.6296 data_time: 0.0831 memory: 16132 grad_norm: 1.1848 loss: 2.8042 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.8042 2023/07/20 22:24:50 - mmengine - INFO - Epoch(train) [13][ 920/9365] lr: 1.9743e-01 eta: 19:17:37 time: 0.6306 data_time: 0.0829 memory: 16132 grad_norm: 1.1857 loss: 2.6678 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6678 2023/07/20 22:25:02 - mmengine - INFO - Epoch(train) [13][ 940/9365] lr: 1.9738e-01 eta: 19:17:24 time: 0.6167 data_time: 0.0814 memory: 16132 grad_norm: 1.1563 loss: 2.7846 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.7846 2023/07/20 22:25:15 - mmengine - INFO - Epoch(train) [13][ 960/9365] lr: 1.9732e-01 eta: 19:17:12 time: 0.6332 data_time: 0.0751 memory: 16132 grad_norm: 1.1724 loss: 2.8615 top1_acc: 0.5312 top5_acc: 0.5938 loss_cls: 2.8615 2023/07/20 22:25:28 - mmengine - INFO - Epoch(train) [13][ 980/9365] lr: 1.9726e-01 eta: 19:17:01 time: 0.6495 data_time: 0.1374 memory: 16132 grad_norm: 1.1913 loss: 2.8298 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8298 2023/07/20 22:25:40 - mmengine - INFO - Epoch(train) [13][1000/9365] lr: 1.9721e-01 eta: 19:16:48 time: 0.6093 data_time: 0.1135 memory: 16132 grad_norm: 1.1809 loss: 2.7016 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.7016 2023/07/20 22:25:53 - mmengine - INFO - Epoch(train) [13][1020/9365] lr: 1.9715e-01 eta: 19:16:35 time: 0.6168 data_time: 0.0954 memory: 16132 grad_norm: 1.2055 loss: 2.8406 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8406 2023/07/20 22:26:05 - mmengine - INFO - Epoch(train) [13][1040/9365] lr: 1.9710e-01 eta: 19:16:22 time: 0.6068 data_time: 0.0803 memory: 16132 grad_norm: 1.1821 loss: 2.8661 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8661 2023/07/20 22:26:17 - mmengine - INFO - Epoch(train) [13][1060/9365] lr: 1.9704e-01 eta: 19:16:08 time: 0.5893 data_time: 0.0778 memory: 16132 grad_norm: 1.1843 loss: 2.7754 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7754 2023/07/20 22:26:29 - mmengine - INFO - Epoch(train) [13][1080/9365] lr: 1.9698e-01 eta: 19:15:54 time: 0.5994 data_time: 0.0771 memory: 16132 grad_norm: 1.1970 loss: 2.7979 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7979 2023/07/20 22:26:40 - mmengine - INFO - Epoch(train) [13][1100/9365] lr: 1.9693e-01 eta: 19:15:40 time: 0.5850 data_time: 0.0780 memory: 16132 grad_norm: 1.1761 loss: 2.8825 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8825 2023/07/20 22:26:52 - mmengine - INFO - Epoch(train) [13][1120/9365] lr: 1.9687e-01 eta: 19:15:27 time: 0.6065 data_time: 0.0755 memory: 16132 grad_norm: 1.1729 loss: 2.8739 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.8739 2023/07/20 22:27:04 - mmengine - INFO - Epoch(train) [13][1140/9365] lr: 1.9682e-01 eta: 19:15:13 time: 0.5893 data_time: 0.0775 memory: 16132 grad_norm: 1.1871 loss: 2.8581 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.8581 2023/07/20 22:27:16 - mmengine - INFO - Epoch(train) [13][1160/9365] lr: 1.9676e-01 eta: 19:14:59 time: 0.6050 data_time: 0.0817 memory: 16132 grad_norm: 1.1714 loss: 2.9380 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 2.9380 2023/07/20 22:27:28 - mmengine - INFO - Epoch(train) [13][1180/9365] lr: 1.9670e-01 eta: 19:14:45 time: 0.5940 data_time: 0.1016 memory: 16132 grad_norm: 1.1803 loss: 2.5238 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.5238 2023/07/20 22:27:40 - mmengine - INFO - Epoch(train) [13][1200/9365] lr: 1.9665e-01 eta: 19:14:32 time: 0.6050 data_time: 0.0692 memory: 16132 grad_norm: 1.1924 loss: 2.9696 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9696 2023/07/20 22:27:53 - mmengine - INFO - Epoch(train) [13][1220/9365] lr: 1.9659e-01 eta: 19:14:20 time: 0.6256 data_time: 0.0797 memory: 16132 grad_norm: 1.1693 loss: 2.7917 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.7917 2023/07/20 22:28:05 - mmengine - INFO - Epoch(train) [13][1240/9365] lr: 1.9654e-01 eta: 19:14:07 time: 0.6233 data_time: 0.1117 memory: 16132 grad_norm: 1.1670 loss: 2.8333 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8333 2023/07/20 22:28:18 - mmengine - INFO - Epoch(train) [13][1260/9365] lr: 1.9648e-01 eta: 19:13:55 time: 0.6171 data_time: 0.1000 memory: 16132 grad_norm: 1.1657 loss: 2.8640 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.8640 2023/07/20 22:28:30 - mmengine - INFO - Epoch(train) [13][1280/9365] lr: 1.9642e-01 eta: 19:13:42 time: 0.6169 data_time: 0.0883 memory: 16132 grad_norm: 1.1624 loss: 2.7688 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.7688 2023/07/20 22:28:43 - mmengine - INFO - Epoch(train) [13][1300/9365] lr: 1.9637e-01 eta: 19:13:31 time: 0.6463 data_time: 0.0876 memory: 16132 grad_norm: 1.1885 loss: 2.7977 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7977 2023/07/20 22:28:55 - mmengine - INFO - Epoch(train) [13][1320/9365] lr: 1.9631e-01 eta: 19:13:17 time: 0.6073 data_time: 0.0912 memory: 16132 grad_norm: 1.1900 loss: 2.7657 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7657 2023/07/20 22:29:08 - mmengine - INFO - Epoch(train) [13][1340/9365] lr: 1.9626e-01 eta: 19:13:05 time: 0.6261 data_time: 0.1230 memory: 16132 grad_norm: 1.1838 loss: 2.8736 top1_acc: 0.3125 top5_acc: 0.7812 loss_cls: 2.8736 2023/07/20 22:29:20 - mmengine - INFO - Epoch(train) [13][1360/9365] lr: 1.9620e-01 eta: 19:12:51 time: 0.5918 data_time: 0.0995 memory: 16132 grad_norm: 1.2085 loss: 2.8400 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8400 2023/07/20 22:29:32 - mmengine - INFO - Epoch(train) [13][1380/9365] lr: 1.9615e-01 eta: 19:12:38 time: 0.6069 data_time: 0.0832 memory: 16132 grad_norm: 1.1901 loss: 2.7977 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7977 2023/07/20 22:29:44 - mmengine - INFO - Epoch(train) [13][1400/9365] lr: 1.9609e-01 eta: 19:12:25 time: 0.6223 data_time: 0.0827 memory: 16132 grad_norm: 1.1716 loss: 2.6675 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6675 2023/07/20 22:29:56 - mmengine - INFO - Epoch(train) [13][1420/9365] lr: 1.9603e-01 eta: 19:12:11 time: 0.5915 data_time: 0.0740 memory: 16132 grad_norm: 1.1400 loss: 2.7547 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.7547 2023/07/20 22:30:09 - mmengine - INFO - Epoch(train) [13][1440/9365] lr: 1.9598e-01 eta: 19:12:00 time: 0.6451 data_time: 0.1642 memory: 16132 grad_norm: 1.1556 loss: 2.7627 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7627 2023/07/20 22:30:21 - mmengine - INFO - Epoch(train) [13][1460/9365] lr: 1.9592e-01 eta: 19:11:46 time: 0.5874 data_time: 0.0881 memory: 16132 grad_norm: 1.1520 loss: 2.6701 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.6701 2023/07/20 22:30:33 - mmengine - INFO - Epoch(train) [13][1480/9365] lr: 1.9587e-01 eta: 19:11:33 time: 0.6083 data_time: 0.0766 memory: 16132 grad_norm: 1.1560 loss: 2.7010 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7010 2023/07/20 22:30:46 - mmengine - INFO - Epoch(train) [13][1500/9365] lr: 1.9581e-01 eta: 19:11:22 time: 0.6560 data_time: 0.0799 memory: 16132 grad_norm: 1.1912 loss: 2.6834 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.6834 2023/07/20 22:30:58 - mmengine - INFO - Epoch(train) [13][1520/9365] lr: 1.9575e-01 eta: 19:11:09 time: 0.6109 data_time: 0.0839 memory: 16132 grad_norm: 1.1974 loss: 2.7527 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.7527 2023/07/20 22:31:11 - mmengine - INFO - Epoch(train) [13][1540/9365] lr: 1.9570e-01 eta: 19:10:56 time: 0.6153 data_time: 0.0846 memory: 16132 grad_norm: 1.1718 loss: 2.8175 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 2.8175 2023/07/20 22:31:23 - mmengine - INFO - Epoch(train) [13][1560/9365] lr: 1.9564e-01 eta: 19:10:42 time: 0.5912 data_time: 0.0704 memory: 16132 grad_norm: 1.2025 loss: 2.8499 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.8499 2023/07/20 22:31:35 - mmengine - INFO - Epoch(train) [13][1580/9365] lr: 1.9559e-01 eta: 19:10:29 time: 0.6081 data_time: 0.0745 memory: 16132 grad_norm: 1.1896 loss: 2.7675 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.7675 2023/07/20 22:31:47 - mmengine - INFO - Epoch(train) [13][1600/9365] lr: 1.9553e-01 eta: 19:10:16 time: 0.6115 data_time: 0.0775 memory: 16132 grad_norm: 1.1710 loss: 2.8125 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8125 2023/07/20 22:31:59 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 22:31:59 - mmengine - INFO - Epoch(train) [13][1620/9365] lr: 1.9547e-01 eta: 19:10:04 time: 0.6224 data_time: 0.1383 memory: 16132 grad_norm: 1.1918 loss: 2.8206 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8206 2023/07/20 22:32:11 - mmengine - INFO - Epoch(train) [13][1640/9365] lr: 1.9542e-01 eta: 19:09:50 time: 0.5981 data_time: 0.0841 memory: 16132 grad_norm: 1.1911 loss: 2.7337 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7337 2023/07/20 22:32:24 - mmengine - INFO - Epoch(train) [13][1660/9365] lr: 1.9536e-01 eta: 19:09:37 time: 0.6110 data_time: 0.0800 memory: 16132 grad_norm: 1.1371 loss: 2.8870 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.8870 2023/07/20 22:32:36 - mmengine - INFO - Epoch(train) [13][1680/9365] lr: 1.9531e-01 eta: 19:09:24 time: 0.6149 data_time: 0.0836 memory: 16132 grad_norm: 1.1904 loss: 2.8238 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8238 2023/07/20 22:32:48 - mmengine - INFO - Epoch(train) [13][1700/9365] lr: 1.9525e-01 eta: 19:09:11 time: 0.6137 data_time: 0.0767 memory: 16132 grad_norm: 1.1564 loss: 2.8114 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.8114 2023/07/20 22:33:00 - mmengine - INFO - Epoch(train) [13][1720/9365] lr: 1.9519e-01 eta: 19:08:58 time: 0.6100 data_time: 0.0795 memory: 16132 grad_norm: 1.1794 loss: 2.8059 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8059 2023/07/20 22:33:12 - mmengine - INFO - Epoch(train) [13][1740/9365] lr: 1.9514e-01 eta: 19:08:44 time: 0.5950 data_time: 0.0988 memory: 16132 grad_norm: 1.1639 loss: 2.8029 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.8029 2023/07/20 22:33:25 - mmengine - INFO - Epoch(train) [13][1760/9365] lr: 1.9508e-01 eta: 19:08:31 time: 0.6130 data_time: 0.0816 memory: 16132 grad_norm: 1.2030 loss: 2.7731 top1_acc: 0.5000 top5_acc: 0.5938 loss_cls: 2.7731 2023/07/20 22:33:38 - mmengine - INFO - Epoch(train) [13][1780/9365] lr: 1.9503e-01 eta: 19:08:20 time: 0.6400 data_time: 0.0878 memory: 16132 grad_norm: 1.1832 loss: 2.7044 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7044 2023/07/20 22:33:50 - mmengine - INFO - Epoch(train) [13][1800/9365] lr: 1.9497e-01 eta: 19:08:07 time: 0.6233 data_time: 0.0866 memory: 16132 grad_norm: 1.1776 loss: 2.9127 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.9127 2023/07/20 22:34:02 - mmengine - INFO - Epoch(train) [13][1820/9365] lr: 1.9492e-01 eta: 19:07:55 time: 0.6181 data_time: 0.0888 memory: 16132 grad_norm: 1.1760 loss: 2.7053 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7053 2023/07/20 22:34:14 - mmengine - INFO - Epoch(train) [13][1840/9365] lr: 1.9486e-01 eta: 19:07:41 time: 0.5953 data_time: 0.0731 memory: 16132 grad_norm: 1.1685 loss: 2.8029 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8029 2023/07/20 22:34:27 - mmengine - INFO - Epoch(train) [13][1860/9365] lr: 1.9480e-01 eta: 19:07:30 time: 0.6466 data_time: 0.0795 memory: 16132 grad_norm: 1.1772 loss: 2.7198 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7198 2023/07/20 22:34:39 - mmengine - INFO - Epoch(train) [13][1880/9365] lr: 1.9475e-01 eta: 19:07:15 time: 0.5775 data_time: 0.0756 memory: 16132 grad_norm: 1.2093 loss: 2.7684 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.7684 2023/07/20 22:34:52 - mmengine - INFO - Epoch(train) [13][1900/9365] lr: 1.9469e-01 eta: 19:07:03 time: 0.6394 data_time: 0.0846 memory: 16132 grad_norm: 1.1988 loss: 2.9923 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.9923 2023/07/20 22:35:04 - mmengine - INFO - Epoch(train) [13][1920/9365] lr: 1.9464e-01 eta: 19:06:50 time: 0.6086 data_time: 0.0822 memory: 16132 grad_norm: 1.1777 loss: 2.9404 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9404 2023/07/20 22:35:16 - mmengine - INFO - Epoch(train) [13][1940/9365] lr: 1.9458e-01 eta: 19:06:36 time: 0.5914 data_time: 0.0856 memory: 16132 grad_norm: 1.1831 loss: 2.7517 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.7517 2023/07/20 22:35:28 - mmengine - INFO - Epoch(train) [13][1960/9365] lr: 1.9452e-01 eta: 19:06:23 time: 0.6076 data_time: 0.0738 memory: 16132 grad_norm: 1.1801 loss: 2.7809 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.7809 2023/07/20 22:35:40 - mmengine - INFO - Epoch(train) [13][1980/9365] lr: 1.9447e-01 eta: 19:06:11 time: 0.6218 data_time: 0.1159 memory: 16132 grad_norm: 1.1843 loss: 2.8083 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.8083 2023/07/20 22:35:52 - mmengine - INFO - Epoch(train) [13][2000/9365] lr: 1.9441e-01 eta: 19:05:57 time: 0.5960 data_time: 0.0960 memory: 16132 grad_norm: 1.1638 loss: 2.8369 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8369 2023/07/20 22:36:05 - mmengine - INFO - Epoch(train) [13][2020/9365] lr: 1.9436e-01 eta: 19:05:45 time: 0.6281 data_time: 0.0789 memory: 16132 grad_norm: 1.1984 loss: 2.7012 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7012 2023/07/20 22:36:17 - mmengine - INFO - Epoch(train) [13][2040/9365] lr: 1.9430e-01 eta: 19:05:32 time: 0.6071 data_time: 0.0776 memory: 16132 grad_norm: 1.1730 loss: 2.7932 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7932 2023/07/20 22:36:29 - mmengine - INFO - Epoch(train) [13][2060/9365] lr: 1.9424e-01 eta: 19:05:18 time: 0.6081 data_time: 0.0820 memory: 16132 grad_norm: 1.1730 loss: 2.8038 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.8038 2023/07/20 22:36:41 - mmengine - INFO - Epoch(train) [13][2080/9365] lr: 1.9419e-01 eta: 19:05:04 time: 0.5864 data_time: 0.0834 memory: 16132 grad_norm: 1.2197 loss: 2.7480 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7480 2023/07/20 22:36:54 - mmengine - INFO - Epoch(train) [13][2100/9365] lr: 1.9413e-01 eta: 19:04:53 time: 0.6393 data_time: 0.0717 memory: 16132 grad_norm: 1.1757 loss: 2.7993 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7993 2023/07/20 22:37:06 - mmengine - INFO - Epoch(train) [13][2120/9365] lr: 1.9408e-01 eta: 19:04:39 time: 0.6034 data_time: 0.0874 memory: 16132 grad_norm: 1.2033 loss: 2.8925 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8925 2023/07/20 22:37:18 - mmengine - INFO - Epoch(train) [13][2140/9365] lr: 1.9402e-01 eta: 19:04:25 time: 0.5882 data_time: 0.0834 memory: 16132 grad_norm: 1.1908 loss: 2.9311 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.9311 2023/07/20 22:37:30 - mmengine - INFO - Epoch(train) [13][2160/9365] lr: 1.9397e-01 eta: 19:04:12 time: 0.6139 data_time: 0.0756 memory: 16132 grad_norm: 1.1720 loss: 2.7907 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7907 2023/07/20 22:37:42 - mmengine - INFO - Epoch(train) [13][2180/9365] lr: 1.9391e-01 eta: 19:04:00 time: 0.6221 data_time: 0.1078 memory: 16132 grad_norm: 1.2123 loss: 2.8802 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8802 2023/07/20 22:37:54 - mmengine - INFO - Epoch(train) [13][2200/9365] lr: 1.9385e-01 eta: 19:03:46 time: 0.5986 data_time: 0.0801 memory: 16132 grad_norm: 1.1872 loss: 2.7336 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.7336 2023/07/20 22:38:07 - mmengine - INFO - Epoch(train) [13][2220/9365] lr: 1.9380e-01 eta: 19:03:35 time: 0.6443 data_time: 0.0806 memory: 16132 grad_norm: 1.2271 loss: 2.8066 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.8066 2023/07/20 22:38:20 - mmengine - INFO - Epoch(train) [13][2240/9365] lr: 1.9374e-01 eta: 19:03:23 time: 0.6324 data_time: 0.0782 memory: 16132 grad_norm: 1.1761 loss: 2.9388 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9388 2023/07/20 22:38:32 - mmengine - INFO - Epoch(train) [13][2260/9365] lr: 1.9369e-01 eta: 19:03:09 time: 0.6026 data_time: 0.0876 memory: 16132 grad_norm: 1.1637 loss: 2.7567 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7567 2023/07/20 22:38:44 - mmengine - INFO - Epoch(train) [13][2280/9365] lr: 1.9363e-01 eta: 19:02:57 time: 0.6173 data_time: 0.0750 memory: 16132 grad_norm: 1.1816 loss: 2.7114 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.7114 2023/07/20 22:38:57 - mmengine - INFO - Epoch(train) [13][2300/9365] lr: 1.9357e-01 eta: 19:02:45 time: 0.6410 data_time: 0.0821 memory: 16132 grad_norm: 1.1831 loss: 2.9226 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.9226 2023/07/20 22:39:09 - mmengine - INFO - Epoch(train) [13][2320/9365] lr: 1.9352e-01 eta: 19:02:31 time: 0.5813 data_time: 0.0801 memory: 16132 grad_norm: 1.2194 loss: 2.8829 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8829 2023/07/20 22:39:21 - mmengine - INFO - Epoch(train) [13][2340/9365] lr: 1.9346e-01 eta: 19:02:17 time: 0.5984 data_time: 0.0782 memory: 16132 grad_norm: 1.1789 loss: 2.7158 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.7158 2023/07/20 22:39:33 - mmengine - INFO - Epoch(train) [13][2360/9365] lr: 1.9341e-01 eta: 19:02:05 time: 0.6189 data_time: 0.0718 memory: 16132 grad_norm: 1.1688 loss: 2.7208 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.7208 2023/07/20 22:39:45 - mmengine - INFO - Epoch(train) [13][2380/9365] lr: 1.9335e-01 eta: 19:01:51 time: 0.5953 data_time: 0.0986 memory: 16132 grad_norm: 1.1876 loss: 2.8516 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8516 2023/07/20 22:39:57 - mmengine - INFO - Epoch(train) [13][2400/9365] lr: 1.9329e-01 eta: 19:01:38 time: 0.6128 data_time: 0.0830 memory: 16132 grad_norm: 1.1807 loss: 2.8756 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8756 2023/07/20 22:40:10 - mmengine - INFO - Epoch(train) [13][2420/9365] lr: 1.9324e-01 eta: 19:01:25 time: 0.6129 data_time: 0.0761 memory: 16132 grad_norm: 1.2055 loss: 2.8157 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.8157 2023/07/20 22:40:22 - mmengine - INFO - Epoch(train) [13][2440/9365] lr: 1.9318e-01 eta: 19:01:12 time: 0.5982 data_time: 0.0708 memory: 16132 grad_norm: 1.1756 loss: 2.7175 top1_acc: 0.5625 top5_acc: 0.6562 loss_cls: 2.7175 2023/07/20 22:40:34 - mmengine - INFO - Epoch(train) [13][2460/9365] lr: 1.9313e-01 eta: 19:00:59 time: 0.6156 data_time: 0.0793 memory: 16132 grad_norm: 1.2123 loss: 2.7292 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.7292 2023/07/20 22:40:46 - mmengine - INFO - Epoch(train) [13][2480/9365] lr: 1.9307e-01 eta: 19:00:46 time: 0.6197 data_time: 0.0800 memory: 16132 grad_norm: 1.1670 loss: 2.7233 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7233 2023/07/20 22:40:59 - mmengine - INFO - Epoch(train) [13][2500/9365] lr: 1.9302e-01 eta: 19:00:33 time: 0.6096 data_time: 0.0796 memory: 16132 grad_norm: 1.1922 loss: 2.8228 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.8228 2023/07/20 22:41:10 - mmengine - INFO - Epoch(train) [13][2520/9365] lr: 1.9296e-01 eta: 19:00:19 time: 0.5791 data_time: 0.0858 memory: 16132 grad_norm: 1.1753 loss: 2.8915 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8915 2023/07/20 22:41:23 - mmengine - INFO - Epoch(train) [13][2540/9365] lr: 1.9290e-01 eta: 19:00:06 time: 0.6165 data_time: 0.0975 memory: 16132 grad_norm: 1.1788 loss: 2.8054 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8054 2023/07/20 22:41:35 - mmengine - INFO - Epoch(train) [13][2560/9365] lr: 1.9285e-01 eta: 18:59:53 time: 0.6111 data_time: 0.1083 memory: 16132 grad_norm: 1.1856 loss: 2.8415 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8415 2023/07/20 22:41:47 - mmengine - INFO - Epoch(train) [13][2580/9365] lr: 1.9279e-01 eta: 18:59:39 time: 0.5977 data_time: 0.0783 memory: 16132 grad_norm: 1.1684 loss: 2.8202 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8202 2023/07/20 22:42:00 - mmengine - INFO - Epoch(train) [13][2600/9365] lr: 1.9274e-01 eta: 18:59:28 time: 0.6353 data_time: 0.1570 memory: 16132 grad_norm: 1.2207 loss: 2.7642 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.7642 2023/07/20 22:42:12 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 22:42:12 - mmengine - INFO - Epoch(train) [13][2620/9365] lr: 1.9268e-01 eta: 18:59:15 time: 0.6097 data_time: 0.0968 memory: 16132 grad_norm: 1.1867 loss: 2.8300 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8300 2023/07/20 22:42:24 - mmengine - INFO - Epoch(train) [13][2640/9365] lr: 1.9262e-01 eta: 18:59:01 time: 0.6042 data_time: 0.0774 memory: 16132 grad_norm: 1.1642 loss: 2.9561 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9561 2023/07/20 22:42:36 - mmengine - INFO - Epoch(train) [13][2660/9365] lr: 1.9257e-01 eta: 18:58:47 time: 0.5926 data_time: 0.0739 memory: 16132 grad_norm: 1.1991 loss: 2.9194 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.9194 2023/07/20 22:42:48 - mmengine - INFO - Epoch(train) [13][2680/9365] lr: 1.9251e-01 eta: 18:58:34 time: 0.6074 data_time: 0.0858 memory: 16132 grad_norm: 1.1680 loss: 2.8151 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.8151 2023/07/20 22:43:00 - mmengine - INFO - Epoch(train) [13][2700/9365] lr: 1.9246e-01 eta: 18:58:21 time: 0.6029 data_time: 0.1007 memory: 16132 grad_norm: 1.1949 loss: 2.8463 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.8463 2023/07/20 22:43:12 - mmengine - INFO - Epoch(train) [13][2720/9365] lr: 1.9240e-01 eta: 18:58:07 time: 0.5962 data_time: 0.0781 memory: 16132 grad_norm: 1.2003 loss: 2.7810 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.7810 2023/07/20 22:43:24 - mmengine - INFO - Epoch(train) [13][2740/9365] lr: 1.9234e-01 eta: 18:57:55 time: 0.6221 data_time: 0.0751 memory: 16132 grad_norm: 1.1558 loss: 2.8212 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8212 2023/07/20 22:43:36 - mmengine - INFO - Epoch(train) [13][2760/9365] lr: 1.9229e-01 eta: 18:57:41 time: 0.5831 data_time: 0.0820 memory: 16132 grad_norm: 1.1939 loss: 2.8830 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8830 2023/07/20 22:43:49 - mmengine - INFO - Epoch(train) [13][2780/9365] lr: 1.9223e-01 eta: 18:57:29 time: 0.6340 data_time: 0.0772 memory: 16132 grad_norm: 1.2025 loss: 2.7474 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7474 2023/07/20 22:44:01 - mmengine - INFO - Epoch(train) [13][2800/9365] lr: 1.9218e-01 eta: 18:57:16 time: 0.6061 data_time: 0.1027 memory: 16132 grad_norm: 1.1740 loss: 2.8259 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8259 2023/07/20 22:44:13 - mmengine - INFO - Epoch(train) [13][2820/9365] lr: 1.9212e-01 eta: 18:57:03 time: 0.6093 data_time: 0.0783 memory: 16132 grad_norm: 1.1875 loss: 2.7121 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.7121 2023/07/20 22:44:25 - mmengine - INFO - Epoch(train) [13][2840/9365] lr: 1.9207e-01 eta: 18:56:49 time: 0.5994 data_time: 0.0823 memory: 16132 grad_norm: 1.1930 loss: 2.7226 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7226 2023/07/20 22:44:37 - mmengine - INFO - Epoch(train) [13][2860/9365] lr: 1.9201e-01 eta: 18:56:36 time: 0.6072 data_time: 0.0796 memory: 16132 grad_norm: 1.1820 loss: 2.8576 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8576 2023/07/20 22:44:50 - mmengine - INFO - Epoch(train) [13][2880/9365] lr: 1.9195e-01 eta: 18:56:23 time: 0.6080 data_time: 0.0813 memory: 16132 grad_norm: 1.1861 loss: 3.0003 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 3.0003 2023/07/20 22:45:02 - mmengine - INFO - Epoch(train) [13][2900/9365] lr: 1.9190e-01 eta: 18:56:11 time: 0.6349 data_time: 0.0787 memory: 16132 grad_norm: 1.1904 loss: 2.9147 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.9147 2023/07/20 22:45:14 - mmengine - INFO - Epoch(train) [13][2920/9365] lr: 1.9184e-01 eta: 18:55:58 time: 0.6086 data_time: 0.0778 memory: 16132 grad_norm: 1.1884 loss: 2.9512 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.9512 2023/07/20 22:45:27 - mmengine - INFO - Epoch(train) [13][2940/9365] lr: 1.9179e-01 eta: 18:55:46 time: 0.6294 data_time: 0.0772 memory: 16132 grad_norm: 1.1730 loss: 2.7715 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.7715 2023/07/20 22:45:39 - mmengine - INFO - Epoch(train) [13][2960/9365] lr: 1.9173e-01 eta: 18:55:33 time: 0.6123 data_time: 0.0786 memory: 16132 grad_norm: 1.1930 loss: 2.7053 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7053 2023/07/20 22:45:51 - mmengine - INFO - Epoch(train) [13][2980/9365] lr: 1.9167e-01 eta: 18:55:19 time: 0.5888 data_time: 0.0728 memory: 16132 grad_norm: 1.2058 loss: 2.7861 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7861 2023/07/20 22:46:04 - mmengine - INFO - Epoch(train) [13][3000/9365] lr: 1.9162e-01 eta: 18:55:06 time: 0.6227 data_time: 0.0893 memory: 16132 grad_norm: 1.1735 loss: 2.8885 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8885 2023/07/20 22:46:16 - mmengine - INFO - Epoch(train) [13][3020/9365] lr: 1.9156e-01 eta: 18:54:54 time: 0.6245 data_time: 0.0699 memory: 16132 grad_norm: 1.1896 loss: 2.7964 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7964 2023/07/20 22:46:28 - mmengine - INFO - Epoch(train) [13][3040/9365] lr: 1.9151e-01 eta: 18:54:41 time: 0.6172 data_time: 0.1015 memory: 16132 grad_norm: 1.1934 loss: 2.6541 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.6541 2023/07/20 22:46:40 - mmengine - INFO - Epoch(train) [13][3060/9365] lr: 1.9145e-01 eta: 18:54:28 time: 0.5970 data_time: 0.1101 memory: 16132 grad_norm: 1.2309 loss: 2.8808 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.8808 2023/07/20 22:46:53 - mmengine - INFO - Epoch(train) [13][3080/9365] lr: 1.9140e-01 eta: 18:54:16 time: 0.6283 data_time: 0.0941 memory: 16132 grad_norm: 1.1708 loss: 2.8271 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8271 2023/07/20 22:47:05 - mmengine - INFO - Epoch(train) [13][3100/9365] lr: 1.9134e-01 eta: 18:54:02 time: 0.5928 data_time: 0.0782 memory: 16132 grad_norm: 1.1898 loss: 2.7379 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7379 2023/07/20 22:47:18 - mmengine - INFO - Epoch(train) [13][3120/9365] lr: 1.9128e-01 eta: 18:53:50 time: 0.6403 data_time: 0.0965 memory: 16132 grad_norm: 1.1900 loss: 2.8740 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.8740 2023/07/20 22:47:30 - mmengine - INFO - Epoch(train) [13][3140/9365] lr: 1.9123e-01 eta: 18:53:38 time: 0.6345 data_time: 0.0804 memory: 16132 grad_norm: 1.1810 loss: 2.7753 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7753 2023/07/20 22:47:43 - mmengine - INFO - Epoch(train) [13][3160/9365] lr: 1.9117e-01 eta: 18:53:25 time: 0.6093 data_time: 0.0783 memory: 16132 grad_norm: 1.2063 loss: 2.6797 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.6797 2023/07/20 22:47:55 - mmengine - INFO - Epoch(train) [13][3180/9365] lr: 1.9112e-01 eta: 18:53:12 time: 0.6051 data_time: 0.0907 memory: 16132 grad_norm: 1.2076 loss: 2.7196 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7196 2023/07/20 22:48:07 - mmengine - INFO - Epoch(train) [13][3200/9365] lr: 1.9106e-01 eta: 18:53:00 time: 0.6336 data_time: 0.1018 memory: 16132 grad_norm: 1.1532 loss: 2.8268 top1_acc: 0.1250 top5_acc: 0.5312 loss_cls: 2.8268 2023/07/20 22:48:19 - mmengine - INFO - Epoch(train) [13][3220/9365] lr: 1.9100e-01 eta: 18:52:46 time: 0.5987 data_time: 0.0837 memory: 16132 grad_norm: 1.1907 loss: 2.6821 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6821 2023/07/20 22:48:31 - mmengine - INFO - Epoch(train) [13][3240/9365] lr: 1.9095e-01 eta: 18:52:33 time: 0.5980 data_time: 0.0725 memory: 16132 grad_norm: 1.1793 loss: 2.8072 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.8072 2023/07/20 22:48:44 - mmengine - INFO - Epoch(train) [13][3260/9365] lr: 1.9089e-01 eta: 18:52:20 time: 0.6207 data_time: 0.0779 memory: 16132 grad_norm: 1.1987 loss: 2.7632 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7632 2023/07/20 22:48:56 - mmengine - INFO - Epoch(train) [13][3280/9365] lr: 1.9084e-01 eta: 18:52:07 time: 0.6005 data_time: 0.1104 memory: 16132 grad_norm: 1.2020 loss: 2.8408 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.8408 2023/07/20 22:49:08 - mmengine - INFO - Epoch(train) [13][3300/9365] lr: 1.9078e-01 eta: 18:51:55 time: 0.6263 data_time: 0.0822 memory: 16132 grad_norm: 1.1803 loss: 2.8227 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.8227 2023/07/20 22:49:21 - mmengine - INFO - Epoch(train) [13][3320/9365] lr: 1.9073e-01 eta: 18:51:42 time: 0.6076 data_time: 0.0810 memory: 16132 grad_norm: 1.2095 loss: 2.7693 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7693 2023/07/20 22:49:33 - mmengine - INFO - Epoch(train) [13][3340/9365] lr: 1.9067e-01 eta: 18:51:29 time: 0.6150 data_time: 0.0713 memory: 16132 grad_norm: 1.1814 loss: 2.7508 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.7508 2023/07/20 22:49:45 - mmengine - INFO - Epoch(train) [13][3360/9365] lr: 1.9061e-01 eta: 18:51:15 time: 0.6030 data_time: 0.0838 memory: 16132 grad_norm: 1.1890 loss: 2.8481 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.8481 2023/07/20 22:49:57 - mmengine - INFO - Epoch(train) [13][3380/9365] lr: 1.9056e-01 eta: 18:51:02 time: 0.6107 data_time: 0.0952 memory: 16132 grad_norm: 1.1837 loss: 2.7953 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7953 2023/07/20 22:50:10 - mmengine - INFO - Epoch(train) [13][3400/9365] lr: 1.9050e-01 eta: 18:50:50 time: 0.6190 data_time: 0.0774 memory: 16132 grad_norm: 1.2056 loss: 2.8768 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.8768 2023/07/20 22:50:22 - mmengine - INFO - Epoch(train) [13][3420/9365] lr: 1.9045e-01 eta: 18:50:37 time: 0.6131 data_time: 0.0887 memory: 16132 grad_norm: 1.1788 loss: 2.7604 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7604 2023/07/20 22:50:33 - mmengine - INFO - Epoch(train) [13][3440/9365] lr: 1.9039e-01 eta: 18:50:22 time: 0.5689 data_time: 0.0764 memory: 16132 grad_norm: 1.1745 loss: 2.7662 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7662 2023/07/20 22:50:46 - mmengine - INFO - Epoch(train) [13][3460/9365] lr: 1.9033e-01 eta: 18:50:11 time: 0.6399 data_time: 0.0788 memory: 16132 grad_norm: 1.1854 loss: 2.7792 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.7792 2023/07/20 22:50:58 - mmengine - INFO - Epoch(train) [13][3480/9365] lr: 1.9028e-01 eta: 18:49:57 time: 0.6066 data_time: 0.0807 memory: 16132 grad_norm: 1.2300 loss: 2.8923 top1_acc: 0.1562 top5_acc: 0.6875 loss_cls: 2.8923 2023/07/20 22:51:10 - mmengine - INFO - Epoch(train) [13][3500/9365] lr: 1.9022e-01 eta: 18:49:44 time: 0.5940 data_time: 0.0752 memory: 16132 grad_norm: 1.2270 loss: 2.7926 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.7926 2023/07/20 22:51:23 - mmengine - INFO - Epoch(train) [13][3520/9365] lr: 1.9017e-01 eta: 18:49:32 time: 0.6379 data_time: 0.1227 memory: 16132 grad_norm: 1.1916 loss: 2.7468 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7468 2023/07/20 22:51:35 - mmengine - INFO - Epoch(train) [13][3540/9365] lr: 1.9011e-01 eta: 18:49:18 time: 0.5969 data_time: 0.0862 memory: 16132 grad_norm: 1.1817 loss: 2.9029 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9029 2023/07/20 22:51:48 - mmengine - INFO - Epoch(train) [13][3560/9365] lr: 1.9005e-01 eta: 18:49:07 time: 0.6425 data_time: 0.0763 memory: 16132 grad_norm: 1.1792 loss: 2.8825 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.8825 2023/07/20 22:52:00 - mmengine - INFO - Epoch(train) [13][3580/9365] lr: 1.9000e-01 eta: 18:48:53 time: 0.6022 data_time: 0.0831 memory: 16132 grad_norm: 1.1971 loss: 2.7202 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.7202 2023/07/20 22:52:12 - mmengine - INFO - Epoch(train) [13][3600/9365] lr: 1.8994e-01 eta: 18:48:40 time: 0.6052 data_time: 0.0802 memory: 16132 grad_norm: 1.2118 loss: 2.8363 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8363 2023/07/20 22:52:25 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 22:52:25 - mmengine - INFO - Epoch(train) [13][3620/9365] lr: 1.8989e-01 eta: 18:48:29 time: 0.6453 data_time: 0.0814 memory: 16132 grad_norm: 1.2374 loss: 2.8556 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8556 2023/07/20 22:52:37 - mmengine - INFO - Epoch(train) [13][3640/9365] lr: 1.8983e-01 eta: 18:48:16 time: 0.6203 data_time: 0.0753 memory: 16132 grad_norm: 1.1843 loss: 2.8001 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.8001 2023/07/20 22:52:49 - mmengine - INFO - Epoch(train) [13][3660/9365] lr: 1.8978e-01 eta: 18:48:02 time: 0.5816 data_time: 0.0868 memory: 16132 grad_norm: 1.1974 loss: 2.8265 top1_acc: 0.2812 top5_acc: 0.7500 loss_cls: 2.8265 2023/07/20 22:53:01 - mmengine - INFO - Epoch(train) [13][3680/9365] lr: 1.8972e-01 eta: 18:47:49 time: 0.6183 data_time: 0.0901 memory: 16132 grad_norm: 1.2275 loss: 3.0002 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 3.0002 2023/07/20 22:53:14 - mmengine - INFO - Epoch(train) [13][3700/9365] lr: 1.8966e-01 eta: 18:47:37 time: 0.6295 data_time: 0.1028 memory: 16132 grad_norm: 1.1849 loss: 2.7447 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 2.7447 2023/07/20 22:53:26 - mmengine - INFO - Epoch(train) [13][3720/9365] lr: 1.8961e-01 eta: 18:47:24 time: 0.6086 data_time: 0.0692 memory: 16132 grad_norm: 1.2041 loss: 2.8288 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.8288 2023/07/20 22:53:38 - mmengine - INFO - Epoch(train) [13][3740/9365] lr: 1.8955e-01 eta: 18:47:11 time: 0.6048 data_time: 0.0745 memory: 16132 grad_norm: 1.1957 loss: 2.6617 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.6617 2023/07/20 22:53:51 - mmengine - INFO - Epoch(train) [13][3760/9365] lr: 1.8950e-01 eta: 18:46:59 time: 0.6316 data_time: 0.0859 memory: 16132 grad_norm: 1.1799 loss: 2.7831 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.7831 2023/07/20 22:54:03 - mmengine - INFO - Epoch(train) [13][3780/9365] lr: 1.8944e-01 eta: 18:46:46 time: 0.6057 data_time: 0.0914 memory: 16132 grad_norm: 1.1916 loss: 2.6899 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6899 2023/07/20 22:54:15 - mmengine - INFO - Epoch(train) [13][3800/9365] lr: 1.8938e-01 eta: 18:46:32 time: 0.5963 data_time: 0.0952 memory: 16132 grad_norm: 1.1980 loss: 2.8273 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.8273 2023/07/20 22:54:27 - mmengine - INFO - Epoch(train) [13][3820/9365] lr: 1.8933e-01 eta: 18:46:19 time: 0.6051 data_time: 0.0743 memory: 16132 grad_norm: 1.1790 loss: 2.8174 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8174 2023/07/20 22:54:40 - mmengine - INFO - Epoch(train) [13][3840/9365] lr: 1.8927e-01 eta: 18:46:07 time: 0.6316 data_time: 0.0895 memory: 16132 grad_norm: 1.1672 loss: 2.7156 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.7156 2023/07/20 22:54:52 - mmengine - INFO - Epoch(train) [13][3860/9365] lr: 1.8922e-01 eta: 18:45:55 time: 0.6264 data_time: 0.0839 memory: 16132 grad_norm: 1.1875 loss: 2.8847 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.8847 2023/07/20 22:55:04 - mmengine - INFO - Epoch(train) [13][3880/9365] lr: 1.8916e-01 eta: 18:45:41 time: 0.6001 data_time: 0.0856 memory: 16132 grad_norm: 1.2242 loss: 2.7635 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.7635 2023/07/20 22:55:17 - mmengine - INFO - Epoch(train) [13][3900/9365] lr: 1.8911e-01 eta: 18:45:28 time: 0.6074 data_time: 0.0968 memory: 16132 grad_norm: 1.1813 loss: 2.8393 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8393 2023/07/20 22:55:29 - mmengine - INFO - Epoch(train) [13][3920/9365] lr: 1.8905e-01 eta: 18:45:16 time: 0.6417 data_time: 0.0804 memory: 16132 grad_norm: 1.2064 loss: 2.7926 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.7926 2023/07/20 22:55:41 - mmengine - INFO - Epoch(train) [13][3940/9365] lr: 1.8899e-01 eta: 18:45:03 time: 0.6007 data_time: 0.0918 memory: 16132 grad_norm: 1.2107 loss: 2.6763 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.6763 2023/07/20 22:55:54 - mmengine - INFO - Epoch(train) [13][3960/9365] lr: 1.8894e-01 eta: 18:44:50 time: 0.6040 data_time: 0.0867 memory: 16132 grad_norm: 1.1914 loss: 2.7436 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7436 2023/07/20 22:56:06 - mmengine - INFO - Epoch(train) [13][3980/9365] lr: 1.8888e-01 eta: 18:44:38 time: 0.6298 data_time: 0.1062 memory: 16132 grad_norm: 1.1894 loss: 2.9096 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.9096 2023/07/20 22:56:18 - mmengine - INFO - Epoch(train) [13][4000/9365] lr: 1.8883e-01 eta: 18:44:25 time: 0.6112 data_time: 0.0834 memory: 16132 grad_norm: 1.1999 loss: 2.8684 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8684 2023/07/20 22:56:31 - mmengine - INFO - Epoch(train) [13][4020/9365] lr: 1.8877e-01 eta: 18:44:13 time: 0.6323 data_time: 0.0816 memory: 16132 grad_norm: 1.2181 loss: 2.8591 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8591 2023/07/20 22:56:43 - mmengine - INFO - Epoch(train) [13][4040/9365] lr: 1.8871e-01 eta: 18:44:00 time: 0.6162 data_time: 0.0803 memory: 16132 grad_norm: 1.2200 loss: 2.7915 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7915 2023/07/20 22:56:56 - mmengine - INFO - Epoch(train) [13][4060/9365] lr: 1.8866e-01 eta: 18:43:47 time: 0.6126 data_time: 0.0808 memory: 16132 grad_norm: 1.1935 loss: 2.9129 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.9129 2023/07/20 22:57:08 - mmengine - INFO - Epoch(train) [13][4080/9365] lr: 1.8860e-01 eta: 18:43:34 time: 0.6009 data_time: 0.0806 memory: 16132 grad_norm: 1.1969 loss: 2.8489 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.8489 2023/07/20 22:57:20 - mmengine - INFO - Epoch(train) [13][4100/9365] lr: 1.8855e-01 eta: 18:43:21 time: 0.6038 data_time: 0.0764 memory: 16132 grad_norm: 1.1880 loss: 2.8134 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8134 2023/07/20 22:57:32 - mmengine - INFO - Epoch(train) [13][4120/9365] lr: 1.8849e-01 eta: 18:43:07 time: 0.6035 data_time: 0.0962 memory: 16132 grad_norm: 1.1791 loss: 2.7637 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.7637 2023/07/20 22:57:45 - mmengine - INFO - Epoch(train) [13][4140/9365] lr: 1.8844e-01 eta: 18:42:55 time: 0.6320 data_time: 0.0793 memory: 16132 grad_norm: 1.2147 loss: 2.8303 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8303 2023/07/20 22:57:57 - mmengine - INFO - Epoch(train) [13][4160/9365] lr: 1.8838e-01 eta: 18:42:42 time: 0.6030 data_time: 0.1029 memory: 16132 grad_norm: 1.1880 loss: 2.7548 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.7548 2023/07/20 22:58:09 - mmengine - INFO - Epoch(train) [13][4180/9365] lr: 1.8832e-01 eta: 18:42:30 time: 0.6258 data_time: 0.1057 memory: 16132 grad_norm: 1.2038 loss: 2.7920 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.7920 2023/07/20 22:58:22 - mmengine - INFO - Epoch(train) [13][4200/9365] lr: 1.8827e-01 eta: 18:42:18 time: 0.6317 data_time: 0.0755 memory: 16132 grad_norm: 1.1751 loss: 2.6731 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.6731 2023/07/20 22:58:34 - mmengine - INFO - Epoch(train) [13][4220/9365] lr: 1.8821e-01 eta: 18:42:04 time: 0.6000 data_time: 0.0882 memory: 16132 grad_norm: 1.2026 loss: 2.6720 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.6720 2023/07/20 22:58:46 - mmengine - INFO - Epoch(train) [13][4240/9365] lr: 1.8816e-01 eta: 18:41:51 time: 0.6151 data_time: 0.0937 memory: 16132 grad_norm: 1.1905 loss: 2.7309 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.7309 2023/07/20 22:58:59 - mmengine - INFO - Epoch(train) [13][4260/9365] lr: 1.8810e-01 eta: 18:41:40 time: 0.6377 data_time: 0.0749 memory: 16132 grad_norm: 1.1898 loss: 2.7725 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.7725 2023/07/20 22:59:11 - mmengine - INFO - Epoch(train) [13][4280/9365] lr: 1.8805e-01 eta: 18:41:26 time: 0.5878 data_time: 0.0941 memory: 16132 grad_norm: 1.2012 loss: 2.6468 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.6468 2023/07/20 22:59:23 - mmengine - INFO - Epoch(train) [13][4300/9365] lr: 1.8799e-01 eta: 18:41:13 time: 0.6227 data_time: 0.0798 memory: 16132 grad_norm: 1.1818 loss: 2.8375 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8375 2023/07/20 22:59:36 - mmengine - INFO - Epoch(train) [13][4320/9365] lr: 1.8793e-01 eta: 18:41:01 time: 0.6325 data_time: 0.0799 memory: 16132 grad_norm: 1.1865 loss: 2.9462 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.9462 2023/07/20 22:59:48 - mmengine - INFO - Epoch(train) [13][4340/9365] lr: 1.8788e-01 eta: 18:40:47 time: 0.5903 data_time: 0.0924 memory: 16132 grad_norm: 1.2051 loss: 2.9159 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.9159 2023/07/20 23:00:00 - mmengine - INFO - Epoch(train) [13][4360/9365] lr: 1.8782e-01 eta: 18:40:35 time: 0.6128 data_time: 0.0787 memory: 16132 grad_norm: 1.2093 loss: 2.8825 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8825 2023/07/20 23:00:12 - mmengine - INFO - Epoch(train) [13][4380/9365] lr: 1.8777e-01 eta: 18:40:22 time: 0.6170 data_time: 0.0849 memory: 16132 grad_norm: 1.2043 loss: 2.7568 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.7568 2023/07/20 23:00:25 - mmengine - INFO - Epoch(train) [13][4400/9365] lr: 1.8771e-01 eta: 18:40:10 time: 0.6421 data_time: 0.0935 memory: 16132 grad_norm: 1.2177 loss: 2.9104 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.9104 2023/07/20 23:00:37 - mmengine - INFO - Epoch(train) [13][4420/9365] lr: 1.8765e-01 eta: 18:39:57 time: 0.6072 data_time: 0.0988 memory: 16132 grad_norm: 1.1919 loss: 2.7536 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7536 2023/07/20 23:00:49 - mmengine - INFO - Epoch(train) [13][4440/9365] lr: 1.8760e-01 eta: 18:39:44 time: 0.5953 data_time: 0.1057 memory: 16132 grad_norm: 1.2255 loss: 2.8671 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8671 2023/07/20 23:01:02 - mmengine - INFO - Epoch(train) [13][4460/9365] lr: 1.8754e-01 eta: 18:39:32 time: 0.6345 data_time: 0.1060 memory: 16132 grad_norm: 1.2066 loss: 2.6949 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.6949 2023/07/20 23:01:15 - mmengine - INFO - Epoch(train) [13][4480/9365] lr: 1.8749e-01 eta: 18:39:20 time: 0.6295 data_time: 0.1031 memory: 16132 grad_norm: 1.2087 loss: 2.8191 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8191 2023/07/20 23:01:27 - mmengine - INFO - Epoch(train) [13][4500/9365] lr: 1.8743e-01 eta: 18:39:07 time: 0.6118 data_time: 0.0856 memory: 16132 grad_norm: 1.1719 loss: 2.8390 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.8390 2023/07/20 23:01:39 - mmengine - INFO - Epoch(train) [13][4520/9365] lr: 1.8738e-01 eta: 18:38:53 time: 0.6016 data_time: 0.0873 memory: 16132 grad_norm: 1.1888 loss: 2.5816 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5816 2023/07/20 23:01:51 - mmengine - INFO - Epoch(train) [13][4540/9365] lr: 1.8732e-01 eta: 18:38:41 time: 0.6236 data_time: 0.0859 memory: 16132 grad_norm: 1.2294 loss: 2.8312 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8312 2023/07/20 23:02:04 - mmengine - INFO - Epoch(train) [13][4560/9365] lr: 1.8726e-01 eta: 18:38:29 time: 0.6317 data_time: 0.1012 memory: 16132 grad_norm: 1.2190 loss: 2.7763 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.7763 2023/07/20 23:02:16 - mmengine - INFO - Epoch(train) [13][4580/9365] lr: 1.8721e-01 eta: 18:38:16 time: 0.6077 data_time: 0.0935 memory: 16132 grad_norm: 1.2069 loss: 2.9126 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.9126 2023/07/20 23:02:28 - mmengine - INFO - Epoch(train) [13][4600/9365] lr: 1.8715e-01 eta: 18:38:02 time: 0.5998 data_time: 0.0861 memory: 16132 grad_norm: 1.2116 loss: 2.9116 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.9116 2023/07/20 23:02:40 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 23:02:40 - mmengine - INFO - Epoch(train) [13][4620/9365] lr: 1.8710e-01 eta: 18:37:49 time: 0.6055 data_time: 0.0903 memory: 16132 grad_norm: 1.1936 loss: 2.7979 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.7979 2023/07/20 23:02:53 - mmengine - INFO - Epoch(train) [13][4640/9365] lr: 1.8704e-01 eta: 18:37:37 time: 0.6361 data_time: 0.1347 memory: 16132 grad_norm: 1.2159 loss: 2.7956 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.7956 2023/07/20 23:03:05 - mmengine - INFO - Epoch(train) [13][4660/9365] lr: 1.8698e-01 eta: 18:37:23 time: 0.5861 data_time: 0.0857 memory: 16132 grad_norm: 1.2015 loss: 2.7656 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.7656 2023/07/20 23:03:17 - mmengine - INFO - Epoch(train) [13][4680/9365] lr: 1.8693e-01 eta: 18:37:10 time: 0.5926 data_time: 0.0782 memory: 16132 grad_norm: 1.2037 loss: 2.6597 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 2.6597 2023/07/20 23:03:29 - mmengine - INFO - Epoch(train) [13][4700/9365] lr: 1.8687e-01 eta: 18:36:57 time: 0.6064 data_time: 0.0819 memory: 16132 grad_norm: 1.1815 loss: 2.8209 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.8209 2023/07/20 23:03:41 - mmengine - INFO - Epoch(train) [13][4720/9365] lr: 1.8682e-01 eta: 18:36:44 time: 0.6167 data_time: 0.0889 memory: 16132 grad_norm: 1.2036 loss: 2.8037 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8037 2023/07/20 23:03:54 - mmengine - INFO - Epoch(train) [13][4740/9365] lr: 1.8676e-01 eta: 18:36:31 time: 0.6141 data_time: 0.1385 memory: 16132 grad_norm: 1.1807 loss: 2.7376 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7376 2023/07/20 23:04:06 - mmengine - INFO - Epoch(train) [13][4760/9365] lr: 1.8671e-01 eta: 18:36:18 time: 0.6073 data_time: 0.0792 memory: 16132 grad_norm: 1.2299 loss: 2.8299 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8299 2023/07/20 23:04:18 - mmengine - INFO - Epoch(train) [13][4780/9365] lr: 1.8665e-01 eta: 18:36:04 time: 0.5947 data_time: 0.0766 memory: 16132 grad_norm: 1.2073 loss: 2.8054 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8054 2023/07/20 23:04:30 - mmengine - INFO - Epoch(train) [13][4800/9365] lr: 1.8659e-01 eta: 18:35:52 time: 0.6238 data_time: 0.0941 memory: 16132 grad_norm: 1.2025 loss: 2.7548 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7548 2023/07/20 23:04:42 - mmengine - INFO - Epoch(train) [13][4820/9365] lr: 1.8654e-01 eta: 18:35:38 time: 0.5963 data_time: 0.0861 memory: 16132 grad_norm: 1.2291 loss: 2.9235 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 2.9235 2023/07/20 23:04:55 - mmengine - INFO - Epoch(train) [13][4840/9365] lr: 1.8648e-01 eta: 18:35:27 time: 0.6472 data_time: 0.0863 memory: 16132 grad_norm: 1.2004 loss: 2.7690 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7690 2023/07/20 23:05:07 - mmengine - INFO - Epoch(train) [13][4860/9365] lr: 1.8643e-01 eta: 18:35:14 time: 0.6105 data_time: 0.0824 memory: 16132 grad_norm: 1.2123 loss: 2.7178 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7178 2023/07/20 23:05:19 - mmengine - INFO - Epoch(train) [13][4880/9365] lr: 1.8637e-01 eta: 18:35:01 time: 0.5989 data_time: 0.0896 memory: 16132 grad_norm: 1.1730 loss: 2.9062 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.9062 2023/07/20 23:05:32 - mmengine - INFO - Epoch(train) [13][4900/9365] lr: 1.8632e-01 eta: 18:34:48 time: 0.6129 data_time: 0.1300 memory: 16132 grad_norm: 1.2212 loss: 2.8813 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 2.8813 2023/07/20 23:05:44 - mmengine - INFO - Epoch(train) [13][4920/9365] lr: 1.8626e-01 eta: 18:34:36 time: 0.6243 data_time: 0.0888 memory: 16132 grad_norm: 1.2107 loss: 2.8269 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.8269 2023/07/20 23:05:56 - mmengine - INFO - Epoch(train) [13][4940/9365] lr: 1.8620e-01 eta: 18:34:22 time: 0.5976 data_time: 0.0840 memory: 16132 grad_norm: 1.2198 loss: 2.6804 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6804 2023/07/20 23:06:08 - mmengine - INFO - Epoch(train) [13][4960/9365] lr: 1.8615e-01 eta: 18:34:08 time: 0.5945 data_time: 0.0773 memory: 16132 grad_norm: 1.2214 loss: 2.7387 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.7387 2023/07/20 23:06:21 - mmengine - INFO - Epoch(train) [13][4980/9365] lr: 1.8609e-01 eta: 18:33:57 time: 0.6454 data_time: 0.0828 memory: 16132 grad_norm: 1.2145 loss: 2.6422 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6422 2023/07/20 23:06:33 - mmengine - INFO - Epoch(train) [13][5000/9365] lr: 1.8604e-01 eta: 18:33:45 time: 0.6237 data_time: 0.0795 memory: 16132 grad_norm: 1.2015 loss: 2.8501 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.8501 2023/07/20 23:06:45 - mmengine - INFO - Epoch(train) [13][5020/9365] lr: 1.8598e-01 eta: 18:33:31 time: 0.5953 data_time: 0.0832 memory: 16132 grad_norm: 1.2164 loss: 2.8119 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.8119 2023/07/20 23:06:58 - mmengine - INFO - Epoch(train) [13][5040/9365] lr: 1.8593e-01 eta: 18:33:18 time: 0.6173 data_time: 0.1124 memory: 16132 grad_norm: 1.2306 loss: 2.8114 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.8114 2023/07/20 23:07:10 - mmengine - INFO - Epoch(train) [13][5060/9365] lr: 1.8587e-01 eta: 18:33:06 time: 0.6263 data_time: 0.0869 memory: 16132 grad_norm: 1.1832 loss: 2.7782 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.7782 2023/07/20 23:07:22 - mmengine - INFO - Epoch(train) [13][5080/9365] lr: 1.8581e-01 eta: 18:32:52 time: 0.5945 data_time: 0.0882 memory: 16132 grad_norm: 1.1770 loss: 2.7496 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 2.7496 2023/07/20 23:07:35 - mmengine - INFO - Epoch(train) [13][5100/9365] lr: 1.8576e-01 eta: 18:32:40 time: 0.6269 data_time: 0.0956 memory: 16132 grad_norm: 1.1880 loss: 2.7827 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.7827 2023/07/20 23:07:47 - mmengine - INFO - Epoch(train) [13][5120/9365] lr: 1.8570e-01 eta: 18:32:28 time: 0.6329 data_time: 0.0916 memory: 16132 grad_norm: 1.2396 loss: 2.8161 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.8161 2023/07/20 23:07:59 - mmengine - INFO - Epoch(train) [13][5140/9365] lr: 1.8565e-01 eta: 18:32:14 time: 0.5803 data_time: 0.0847 memory: 16132 grad_norm: 1.1864 loss: 2.7325 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.7325 2023/07/20 23:08:11 - mmengine - INFO - Epoch(train) [13][5160/9365] lr: 1.8559e-01 eta: 18:32:02 time: 0.6217 data_time: 0.0922 memory: 16132 grad_norm: 1.1980 loss: 2.7833 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7833 2023/07/20 23:08:23 - mmengine - INFO - Epoch(train) [13][5180/9365] lr: 1.8553e-01 eta: 18:31:47 time: 0.5776 data_time: 0.0736 memory: 16132 grad_norm: 1.1954 loss: 2.8021 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.8021 2023/07/20 23:08:36 - mmengine - INFO - Epoch(train) [13][5200/9365] lr: 1.8548e-01 eta: 18:31:37 time: 0.6636 data_time: 0.1159 memory: 16132 grad_norm: 1.2210 loss: 2.7844 top1_acc: 0.2188 top5_acc: 0.4062 loss_cls: 2.7844 2023/07/20 23:08:48 - mmengine - INFO - Epoch(train) [13][5220/9365] lr: 1.8542e-01 eta: 18:31:23 time: 0.5857 data_time: 0.0823 memory: 16132 grad_norm: 1.2038 loss: 2.8201 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 2.8201 2023/07/20 23:09:00 - mmengine - INFO - Epoch(train) [13][5240/9365] lr: 1.8537e-01 eta: 18:31:10 time: 0.6138 data_time: 0.0872 memory: 16132 grad_norm: 1.2216 loss: 2.7613 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7613 2023/07/20 23:09:12 - mmengine - INFO - Epoch(train) [13][5260/9365] lr: 1.8531e-01 eta: 18:30:56 time: 0.6022 data_time: 0.0770 memory: 16132 grad_norm: 1.1987 loss: 2.7669 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7669 2023/07/20 23:09:25 - mmengine - INFO - Epoch(train) [13][5280/9365] lr: 1.8526e-01 eta: 18:30:43 time: 0.6047 data_time: 0.1005 memory: 16132 grad_norm: 1.1651 loss: 2.7175 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7175 2023/07/20 23:09:37 - mmengine - INFO - Epoch(train) [13][5300/9365] lr: 1.8520e-01 eta: 18:30:31 time: 0.6135 data_time: 0.0727 memory: 16132 grad_norm: 1.2061 loss: 2.8216 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8216 2023/07/20 23:09:50 - mmengine - INFO - Epoch(train) [13][5320/9365] lr: 1.8514e-01 eta: 18:30:19 time: 0.6335 data_time: 0.0906 memory: 16132 grad_norm: 1.2046 loss: 2.8407 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.8407 2023/07/20 23:10:02 - mmengine - INFO - Epoch(train) [13][5340/9365] lr: 1.8509e-01 eta: 18:30:06 time: 0.6151 data_time: 0.0844 memory: 16132 grad_norm: 1.2088 loss: 2.8096 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.8096 2023/07/20 23:10:14 - mmengine - INFO - Epoch(train) [13][5360/9365] lr: 1.8503e-01 eta: 18:29:53 time: 0.6093 data_time: 0.1221 memory: 16132 grad_norm: 1.2164 loss: 2.8182 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8182 2023/07/20 23:10:27 - mmengine - INFO - Epoch(train) [13][5380/9365] lr: 1.8498e-01 eta: 18:29:41 time: 0.6314 data_time: 0.0805 memory: 16132 grad_norm: 1.2233 loss: 2.8186 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.8186 2023/07/20 23:10:40 - mmengine - INFO - Epoch(train) [13][5400/9365] lr: 1.8492e-01 eta: 18:29:30 time: 0.6693 data_time: 0.0861 memory: 16132 grad_norm: 1.2169 loss: 2.7916 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.7916 2023/07/20 23:10:53 - mmengine - INFO - Epoch(train) [13][5420/9365] lr: 1.8487e-01 eta: 18:29:18 time: 0.6236 data_time: 0.0924 memory: 16132 grad_norm: 1.2354 loss: 2.6463 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.6463 2023/07/20 23:11:05 - mmengine - INFO - Epoch(train) [13][5440/9365] lr: 1.8481e-01 eta: 18:29:05 time: 0.6079 data_time: 0.1230 memory: 16132 grad_norm: 1.1891 loss: 2.7419 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.7419 2023/07/20 23:11:17 - mmengine - INFO - Epoch(train) [13][5460/9365] lr: 1.8475e-01 eta: 18:28:53 time: 0.6312 data_time: 0.0914 memory: 16132 grad_norm: 1.2288 loss: 2.7007 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.7007 2023/07/20 23:11:30 - mmengine - INFO - Epoch(train) [13][5480/9365] lr: 1.8470e-01 eta: 18:28:40 time: 0.6253 data_time: 0.0967 memory: 16132 grad_norm: 1.2106 loss: 2.7414 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7414 2023/07/20 23:11:42 - mmengine - INFO - Epoch(train) [13][5500/9365] lr: 1.8464e-01 eta: 18:28:27 time: 0.6057 data_time: 0.1211 memory: 16132 grad_norm: 1.1956 loss: 2.6981 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 2.6981 2023/07/20 23:11:54 - mmengine - INFO - Epoch(train) [13][5520/9365] lr: 1.8459e-01 eta: 18:28:14 time: 0.6120 data_time: 0.0845 memory: 16132 grad_norm: 1.2076 loss: 2.7868 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.7868 2023/07/20 23:12:07 - mmengine - INFO - Epoch(train) [13][5540/9365] lr: 1.8453e-01 eta: 18:28:02 time: 0.6167 data_time: 0.1103 memory: 16132 grad_norm: 1.2059 loss: 2.7474 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 2.7474 2023/07/20 23:12:19 - mmengine - INFO - Epoch(train) [13][5560/9365] lr: 1.8448e-01 eta: 18:27:49 time: 0.6243 data_time: 0.0875 memory: 16132 grad_norm: 1.2202 loss: 2.7852 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.7852 2023/07/20 23:12:31 - mmengine - INFO - Epoch(train) [13][5580/9365] lr: 1.8442e-01 eta: 18:27:36 time: 0.6027 data_time: 0.0825 memory: 16132 grad_norm: 1.1897 loss: 2.6091 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.6091 2023/07/20 23:12:44 - mmengine - INFO - Epoch(train) [13][5600/9365] lr: 1.8436e-01 eta: 18:27:24 time: 0.6394 data_time: 0.0919 memory: 16132 grad_norm: 1.2005 loss: 2.7885 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.7885 2023/07/20 23:12:57 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 23:12:57 - mmengine - INFO - Epoch(train) [13][5620/9365] lr: 1.8431e-01 eta: 18:27:12 time: 0.6199 data_time: 0.0840 memory: 16132 grad_norm: 1.2124 loss: 2.7054 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.7054 2023/07/20 23:13:09 - mmengine - INFO - Epoch(train) [13][5640/9365] lr: 1.8425e-01 eta: 18:26:59 time: 0.6005 data_time: 0.0858 memory: 16132 grad_norm: 1.2325 loss: 2.7224 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.7224 2023/07/20 23:13:21 - mmengine - INFO - Epoch(train) [13][5660/9365] lr: 1.8420e-01 eta: 18:26:45 time: 0.5977 data_time: 0.0874 memory: 16132 grad_norm: 1.1955 loss: 2.8356 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.8356 2023/07/20 23:13:34 - mmengine - INFO - Epoch(train) [13][5680/9365] lr: 1.8414e-01 eta: 18:26:34 time: 0.6449 data_time: 0.1211 memory: 16132 grad_norm: 1.1885 loss: 2.7998 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.7998 2023/07/20 23:13:46 - mmengine - INFO - Epoch(train) [13][5700/9365] lr: 1.8409e-01 eta: 18:26:20 time: 0.6048 data_time: 0.0907 memory: 16132 grad_norm: 1.2078 loss: 2.7463 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7463 2023/07/20 23:13:58 - mmengine - INFO - Epoch(train) [13][5720/9365] lr: 1.8403e-01 eta: 18:26:07 time: 0.6046 data_time: 0.0864 memory: 16132 grad_norm: 1.2236 loss: 2.7742 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.7742 2023/07/20 23:14:10 - mmengine - INFO - Epoch(train) [13][5740/9365] lr: 1.8397e-01 eta: 18:25:54 time: 0.6035 data_time: 0.0799 memory: 16132 grad_norm: 1.2215 loss: 2.7704 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.7704 2023/07/20 23:14:21 - mmengine - INFO - Epoch(train) [13][5760/9365] lr: 1.8392e-01 eta: 18:25:40 time: 0.5779 data_time: 0.0770 memory: 16132 grad_norm: 1.2210 loss: 2.6904 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6904 2023/07/20 23:14:34 - mmengine - INFO - Epoch(train) [13][5780/9365] lr: 1.8386e-01 eta: 18:25:27 time: 0.6130 data_time: 0.1019 memory: 16132 grad_norm: 1.2447 loss: 2.8599 top1_acc: 0.1562 top5_acc: 0.5938 loss_cls: 2.8599 2023/07/20 23:14:46 - mmengine - INFO - Epoch(train) [13][5800/9365] lr: 1.8381e-01 eta: 18:25:14 time: 0.6009 data_time: 0.1064 memory: 16132 grad_norm: 1.1913 loss: 2.7347 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7347 2023/07/20 23:14:58 - mmengine - INFO - Epoch(train) [13][5820/9365] lr: 1.8375e-01 eta: 18:25:01 time: 0.6238 data_time: 0.1030 memory: 16132 grad_norm: 1.2362 loss: 2.7971 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.7971 2023/07/20 23:15:10 - mmengine - INFO - Epoch(train) [13][5840/9365] lr: 1.8370e-01 eta: 18:24:48 time: 0.6085 data_time: 0.1080 memory: 16132 grad_norm: 1.1935 loss: 2.8205 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8205 2023/07/20 23:15:22 - mmengine - INFO - Epoch(train) [13][5860/9365] lr: 1.8364e-01 eta: 18:24:35 time: 0.6012 data_time: 0.0824 memory: 16132 grad_norm: 1.2301 loss: 2.7347 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.7347 2023/07/20 23:15:34 - mmengine - INFO - Epoch(train) [13][5880/9365] lr: 1.8358e-01 eta: 18:24:22 time: 0.5996 data_time: 0.0801 memory: 16132 grad_norm: 1.2066 loss: 2.7492 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.7492 2023/07/20 23:15:47 - mmengine - INFO - Epoch(train) [13][5900/9365] lr: 1.8353e-01 eta: 18:24:10 time: 0.6319 data_time: 0.0824 memory: 16132 grad_norm: 1.1988 loss: 2.7964 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 2.7964 2023/07/20 23:15:59 - mmengine - INFO - Epoch(train) [13][5920/9365] lr: 1.8347e-01 eta: 18:23:57 time: 0.6155 data_time: 0.0875 memory: 16132 grad_norm: 1.2166 loss: 2.8878 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.8878 2023/07/20 23:16:12 - mmengine - INFO - Epoch(train) [13][5940/9365] lr: 1.8342e-01 eta: 18:23:44 time: 0.6093 data_time: 0.0935 memory: 16132 grad_norm: 1.2412 loss: 2.8641 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 2.8641 2023/07/20 23:16:24 - mmengine - INFO - Epoch(train) [13][5960/9365] lr: 1.8336e-01 eta: 18:23:32 time: 0.6269 data_time: 0.0868 memory: 16132 grad_norm: 1.2100 loss: 2.7723 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.7723 2023/07/20 23:16:36 - mmengine - INFO - Epoch(train) [13][5980/9365] lr: 1.8331e-01 eta: 18:23:19 time: 0.6116 data_time: 0.1203 memory: 16132 grad_norm: 1.2137 loss: 2.8547 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8547 2023/07/20 23:16:49 - mmengine - INFO - Epoch(train) [13][6000/9365] lr: 1.8325e-01 eta: 18:23:06 time: 0.6080 data_time: 0.0941 memory: 16132 grad_norm: 1.1946 loss: 2.8000 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.8000 2023/07/20 23:17:01 - mmengine - INFO - Epoch(train) [13][6020/9365] lr: 1.8319e-01 eta: 18:22:53 time: 0.6083 data_time: 0.0891 memory: 16132 grad_norm: 1.2011 loss: 2.7627 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7627 2023/07/20 23:17:13 - mmengine - INFO - Epoch(train) [13][6040/9365] lr: 1.8314e-01 eta: 18:22:40 time: 0.6215 data_time: 0.0992 memory: 16132 grad_norm: 1.2229 loss: 2.8695 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 2.8695 2023/07/20 23:17:26 - mmengine - INFO - Epoch(train) [13][6060/9365] lr: 1.8308e-01 eta: 18:22:27 time: 0.6123 data_time: 0.0873 memory: 16132 grad_norm: 1.2222 loss: 3.0862 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 3.0862 2023/07/20 23:17:38 - mmengine - INFO - Epoch(train) [13][6080/9365] lr: 1.8303e-01 eta: 18:22:15 time: 0.6318 data_time: 0.0885 memory: 16132 grad_norm: 1.2114 loss: 2.7589 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.7589 2023/07/20 23:17:50 - mmengine - INFO - Epoch(train) [13][6100/9365] lr: 1.8297e-01 eta: 18:22:02 time: 0.6102 data_time: 0.0852 memory: 16132 grad_norm: 1.2113 loss: 2.7602 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7602 2023/07/20 23:18:02 - mmengine - INFO - Epoch(train) [13][6120/9365] lr: 1.8292e-01 eta: 18:21:49 time: 0.6001 data_time: 0.0848 memory: 16132 grad_norm: 1.2006 loss: 2.7770 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7770 2023/07/20 23:18:15 - mmengine - INFO - Epoch(train) [13][6140/9365] lr: 1.8286e-01 eta: 18:21:36 time: 0.6154 data_time: 0.1221 memory: 16132 grad_norm: 1.2088 loss: 2.7552 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.7552 2023/07/20 23:18:27 - mmengine - INFO - Epoch(train) [13][6160/9365] lr: 1.8280e-01 eta: 18:21:24 time: 0.6305 data_time: 0.1173 memory: 16132 grad_norm: 1.2064 loss: 2.8260 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8260 2023/07/20 23:18:40 - mmengine - INFO - Epoch(train) [13][6180/9365] lr: 1.8275e-01 eta: 18:21:12 time: 0.6205 data_time: 0.1252 memory: 16132 grad_norm: 1.2077 loss: 2.8463 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8463 2023/07/20 23:18:52 - mmengine - INFO - Epoch(train) [13][6200/9365] lr: 1.8269e-01 eta: 18:20:59 time: 0.6223 data_time: 0.0859 memory: 16132 grad_norm: 1.2152 loss: 2.6887 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.6887 2023/07/20 23:19:05 - mmengine - INFO - Epoch(train) [13][6220/9365] lr: 1.8264e-01 eta: 18:20:47 time: 0.6113 data_time: 0.0963 memory: 16132 grad_norm: 1.2339 loss: 2.8100 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8100 2023/07/20 23:19:17 - mmengine - INFO - Epoch(train) [13][6240/9365] lr: 1.8258e-01 eta: 18:20:33 time: 0.5950 data_time: 0.0766 memory: 16132 grad_norm: 1.2285 loss: 2.7496 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7496 2023/07/20 23:19:29 - mmengine - INFO - Epoch(train) [13][6260/9365] lr: 1.8253e-01 eta: 18:20:21 time: 0.6291 data_time: 0.0823 memory: 16132 grad_norm: 1.2196 loss: 2.7930 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7930 2023/07/20 23:19:41 - mmengine - INFO - Epoch(train) [13][6280/9365] lr: 1.8247e-01 eta: 18:20:08 time: 0.6045 data_time: 0.0901 memory: 16132 grad_norm: 1.2016 loss: 2.8289 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 2.8289 2023/07/20 23:19:53 - mmengine - INFO - Epoch(train) [13][6300/9365] lr: 1.8241e-01 eta: 18:19:55 time: 0.6096 data_time: 0.0968 memory: 16132 grad_norm: 1.2114 loss: 2.6710 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.6710 2023/07/20 23:20:05 - mmengine - INFO - Epoch(train) [13][6320/9365] lr: 1.8236e-01 eta: 18:19:41 time: 0.6005 data_time: 0.0845 memory: 16132 grad_norm: 1.2312 loss: 2.7834 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.7834 2023/07/20 23:20:18 - mmengine - INFO - Epoch(train) [13][6340/9365] lr: 1.8230e-01 eta: 18:19:29 time: 0.6176 data_time: 0.0850 memory: 16132 grad_norm: 1.1957 loss: 2.7789 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7789 2023/07/20 23:20:30 - mmengine - INFO - Epoch(train) [13][6360/9365] lr: 1.8225e-01 eta: 18:19:15 time: 0.5991 data_time: 0.0850 memory: 16132 grad_norm: 1.2225 loss: 2.7339 top1_acc: 0.3125 top5_acc: 0.7812 loss_cls: 2.7339 2023/07/20 23:20:42 - mmengine - INFO - Epoch(train) [13][6380/9365] lr: 1.8219e-01 eta: 18:19:03 time: 0.6162 data_time: 0.0775 memory: 16132 grad_norm: 1.2146 loss: 2.8070 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8070 2023/07/20 23:20:54 - mmengine - INFO - Epoch(train) [13][6400/9365] lr: 1.8214e-01 eta: 18:18:50 time: 0.6016 data_time: 0.1056 memory: 16132 grad_norm: 1.2050 loss: 2.8858 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8858 2023/07/20 23:21:07 - mmengine - INFO - Epoch(train) [13][6420/9365] lr: 1.8208e-01 eta: 18:18:37 time: 0.6221 data_time: 0.0811 memory: 16132 grad_norm: 1.2090 loss: 2.8596 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8596 2023/07/20 23:21:19 - mmengine - INFO - Epoch(train) [13][6440/9365] lr: 1.8202e-01 eta: 18:18:23 time: 0.5897 data_time: 0.0895 memory: 16132 grad_norm: 1.2058 loss: 2.7917 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.7917 2023/07/20 23:21:32 - mmengine - INFO - Epoch(train) [13][6460/9365] lr: 1.8197e-01 eta: 18:18:12 time: 0.6623 data_time: 0.0810 memory: 16132 grad_norm: 1.2146 loss: 2.8410 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8410 2023/07/20 23:21:44 - mmengine - INFO - Epoch(train) [13][6480/9365] lr: 1.8191e-01 eta: 18:17:59 time: 0.5963 data_time: 0.1042 memory: 16132 grad_norm: 1.2174 loss: 2.7486 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7486 2023/07/20 23:21:57 - mmengine - INFO - Epoch(train) [13][6500/9365] lr: 1.8186e-01 eta: 18:17:47 time: 0.6449 data_time: 0.0862 memory: 16132 grad_norm: 1.1991 loss: 2.7612 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.7612 2023/07/20 23:22:09 - mmengine - INFO - Epoch(train) [13][6520/9365] lr: 1.8180e-01 eta: 18:17:36 time: 0.6344 data_time: 0.0911 memory: 16132 grad_norm: 1.2168 loss: 2.8371 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8371 2023/07/20 23:22:21 - mmengine - INFO - Epoch(train) [13][6540/9365] lr: 1.8175e-01 eta: 18:17:22 time: 0.6041 data_time: 0.0936 memory: 16132 grad_norm: 1.2157 loss: 2.6468 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.6468 2023/07/20 23:22:34 - mmengine - INFO - Epoch(train) [13][6560/9365] lr: 1.8169e-01 eta: 18:17:09 time: 0.6053 data_time: 0.0827 memory: 16132 grad_norm: 1.2109 loss: 2.7661 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.7661 2023/07/20 23:22:46 - mmengine - INFO - Epoch(train) [13][6580/9365] lr: 1.8163e-01 eta: 18:16:57 time: 0.6201 data_time: 0.0847 memory: 16132 grad_norm: 1.2046 loss: 2.9443 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.9443 2023/07/20 23:22:58 - mmengine - INFO - Epoch(train) [13][6600/9365] lr: 1.8158e-01 eta: 18:16:44 time: 0.6205 data_time: 0.0858 memory: 16132 grad_norm: 1.1903 loss: 2.8745 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.8745 2023/07/20 23:23:10 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 23:23:10 - mmengine - INFO - Epoch(train) [13][6620/9365] lr: 1.8152e-01 eta: 18:16:31 time: 0.5968 data_time: 0.0839 memory: 16132 grad_norm: 1.2141 loss: 2.6728 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.6728 2023/07/20 23:23:23 - mmengine - INFO - Epoch(train) [13][6640/9365] lr: 1.8147e-01 eta: 18:16:18 time: 0.6123 data_time: 0.0977 memory: 16132 grad_norm: 1.2063 loss: 2.7575 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7575 2023/07/20 23:23:35 - mmengine - INFO - Epoch(train) [13][6660/9365] lr: 1.8141e-01 eta: 18:16:06 time: 0.6381 data_time: 0.0873 memory: 16132 grad_norm: 1.2498 loss: 2.6821 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 2.6821 2023/07/20 23:23:48 - mmengine - INFO - Epoch(train) [13][6680/9365] lr: 1.8136e-01 eta: 18:15:53 time: 0.6033 data_time: 0.0897 memory: 16132 grad_norm: 1.2330 loss: 2.7100 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.7100 2023/07/20 23:24:00 - mmengine - INFO - Epoch(train) [13][6700/9365] lr: 1.8130e-01 eta: 18:15:40 time: 0.6039 data_time: 0.0819 memory: 16132 grad_norm: 1.2057 loss: 2.6955 top1_acc: 0.5312 top5_acc: 0.5938 loss_cls: 2.6955 2023/07/20 23:24:12 - mmengine - INFO - Epoch(train) [13][6720/9365] lr: 1.8124e-01 eta: 18:15:26 time: 0.5960 data_time: 0.1007 memory: 16132 grad_norm: 1.1744 loss: 2.7064 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7064 2023/07/20 23:24:23 - mmengine - INFO - Epoch(train) [13][6740/9365] lr: 1.8119e-01 eta: 18:15:13 time: 0.5936 data_time: 0.1051 memory: 16132 grad_norm: 1.2037 loss: 2.5394 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5394 2023/07/20 23:24:36 - mmengine - INFO - Epoch(train) [13][6760/9365] lr: 1.8113e-01 eta: 18:15:00 time: 0.6114 data_time: 0.0840 memory: 16132 grad_norm: 1.1965 loss: 2.7257 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.7257 2023/07/20 23:24:48 - mmengine - INFO - Epoch(train) [13][6780/9365] lr: 1.8108e-01 eta: 18:14:47 time: 0.6014 data_time: 0.0797 memory: 16132 grad_norm: 1.2070 loss: 2.6631 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.6631 2023/07/20 23:25:00 - mmengine - INFO - Epoch(train) [13][6800/9365] lr: 1.8102e-01 eta: 18:14:33 time: 0.5889 data_time: 0.0781 memory: 16132 grad_norm: 1.2143 loss: 2.7282 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7282 2023/07/20 23:25:12 - mmengine - INFO - Epoch(train) [13][6820/9365] lr: 1.8097e-01 eta: 18:14:19 time: 0.5968 data_time: 0.0806 memory: 16132 grad_norm: 1.2037 loss: 2.7824 top1_acc: 0.4375 top5_acc: 0.5312 loss_cls: 2.7824 2023/07/20 23:25:23 - mmengine - INFO - Epoch(train) [13][6840/9365] lr: 1.8091e-01 eta: 18:14:06 time: 0.5942 data_time: 0.0814 memory: 16132 grad_norm: 1.2355 loss: 2.9984 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.9984 2023/07/20 23:25:36 - mmengine - INFO - Epoch(train) [13][6860/9365] lr: 1.8085e-01 eta: 18:13:53 time: 0.6163 data_time: 0.0786 memory: 16132 grad_norm: 1.1785 loss: 2.5988 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.5988 2023/07/20 23:25:48 - mmengine - INFO - Epoch(train) [13][6880/9365] lr: 1.8080e-01 eta: 18:13:40 time: 0.5951 data_time: 0.0795 memory: 16132 grad_norm: 1.2133 loss: 2.7028 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.7028 2023/07/20 23:26:01 - mmengine - INFO - Epoch(train) [13][6900/9365] lr: 1.8074e-01 eta: 18:13:29 time: 0.6547 data_time: 0.0890 memory: 16132 grad_norm: 1.2334 loss: 2.8367 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8367 2023/07/20 23:26:13 - mmengine - INFO - Epoch(train) [13][6920/9365] lr: 1.8069e-01 eta: 18:13:16 time: 0.6063 data_time: 0.1060 memory: 16132 grad_norm: 1.2178 loss: 2.8589 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.8589 2023/07/20 23:26:26 - mmengine - INFO - Epoch(train) [13][6940/9365] lr: 1.8063e-01 eta: 18:13:03 time: 0.6291 data_time: 0.0918 memory: 16132 grad_norm: 1.1840 loss: 2.7463 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7463 2023/07/20 23:26:37 - mmengine - INFO - Epoch(train) [13][6960/9365] lr: 1.8058e-01 eta: 18:12:50 time: 0.5910 data_time: 0.0866 memory: 16132 grad_norm: 1.2238 loss: 2.8611 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.8611 2023/07/20 23:26:50 - mmengine - INFO - Epoch(train) [13][6980/9365] lr: 1.8052e-01 eta: 18:12:37 time: 0.6125 data_time: 0.0772 memory: 16132 grad_norm: 1.2161 loss: 2.8290 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 2.8290 2023/07/20 23:27:02 - mmengine - INFO - Epoch(train) [13][7000/9365] lr: 1.8047e-01 eta: 18:12:23 time: 0.5936 data_time: 0.0778 memory: 16132 grad_norm: 1.2390 loss: 2.6814 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6814 2023/07/20 23:27:14 - mmengine - INFO - Epoch(train) [13][7020/9365] lr: 1.8041e-01 eta: 18:12:11 time: 0.6280 data_time: 0.0798 memory: 16132 grad_norm: 1.2149 loss: 2.8910 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.8910 2023/07/20 23:27:27 - mmengine - INFO - Epoch(train) [13][7040/9365] lr: 1.8035e-01 eta: 18:11:59 time: 0.6257 data_time: 0.0891 memory: 16132 grad_norm: 1.2160 loss: 2.8120 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8120 2023/07/20 23:27:40 - mmengine - INFO - Epoch(train) [13][7060/9365] lr: 1.8030e-01 eta: 18:11:47 time: 0.6465 data_time: 0.0914 memory: 16132 grad_norm: 1.2322 loss: 2.7675 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7675 2023/07/20 23:27:51 - mmengine - INFO - Epoch(train) [13][7080/9365] lr: 1.8024e-01 eta: 18:11:33 time: 0.5729 data_time: 0.0868 memory: 16132 grad_norm: 1.2193 loss: 2.8937 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.8937 2023/07/20 23:28:04 - mmengine - INFO - Epoch(train) [13][7100/9365] lr: 1.8019e-01 eta: 18:11:22 time: 0.6607 data_time: 0.1035 memory: 16132 grad_norm: 1.2315 loss: 2.6528 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6528 2023/07/20 23:28:17 - mmengine - INFO - Epoch(train) [13][7120/9365] lr: 1.8013e-01 eta: 18:11:09 time: 0.6152 data_time: 0.0922 memory: 16132 grad_norm: 1.2226 loss: 2.4833 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.4833 2023/07/20 23:28:29 - mmengine - INFO - Epoch(train) [13][7140/9365] lr: 1.8008e-01 eta: 18:10:57 time: 0.6091 data_time: 0.0964 memory: 16132 grad_norm: 1.2363 loss: 2.9051 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.9051 2023/07/20 23:28:42 - mmengine - INFO - Epoch(train) [13][7160/9365] lr: 1.8002e-01 eta: 18:10:44 time: 0.6288 data_time: 0.0809 memory: 16132 grad_norm: 1.2292 loss: 2.7199 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7199 2023/07/20 23:28:53 - mmengine - INFO - Epoch(train) [13][7180/9365] lr: 1.7996e-01 eta: 18:10:31 time: 0.5938 data_time: 0.0943 memory: 16132 grad_norm: 1.2329 loss: 2.7619 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7619 2023/07/20 23:29:06 - mmengine - INFO - Epoch(train) [13][7200/9365] lr: 1.7991e-01 eta: 18:10:19 time: 0.6383 data_time: 0.0941 memory: 16132 grad_norm: 1.1966 loss: 2.6967 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.6967 2023/07/20 23:29:18 - mmengine - INFO - Epoch(train) [13][7220/9365] lr: 1.7985e-01 eta: 18:10:06 time: 0.6052 data_time: 0.0842 memory: 16132 grad_norm: 1.2335 loss: 2.7977 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7977 2023/07/20 23:29:31 - mmengine - INFO - Epoch(train) [13][7240/9365] lr: 1.7980e-01 eta: 18:09:53 time: 0.6078 data_time: 0.0874 memory: 16132 grad_norm: 1.2229 loss: 2.7700 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.7700 2023/07/20 23:29:43 - mmengine - INFO - Epoch(train) [13][7260/9365] lr: 1.7974e-01 eta: 18:09:40 time: 0.6002 data_time: 0.0835 memory: 16132 grad_norm: 1.2062 loss: 2.7982 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7982 2023/07/20 23:29:55 - mmengine - INFO - Epoch(train) [13][7280/9365] lr: 1.7969e-01 eta: 18:09:26 time: 0.6009 data_time: 0.0825 memory: 16132 grad_norm: 1.2211 loss: 2.7014 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.7014 2023/07/20 23:30:07 - mmengine - INFO - Epoch(train) [13][7300/9365] lr: 1.7963e-01 eta: 18:09:14 time: 0.6125 data_time: 0.1003 memory: 16132 grad_norm: 1.2394 loss: 2.7967 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.7967 2023/07/20 23:30:19 - mmengine - INFO - Epoch(train) [13][7320/9365] lr: 1.7958e-01 eta: 18:09:01 time: 0.6075 data_time: 0.0880 memory: 16132 grad_norm: 1.1913 loss: 2.5824 top1_acc: 0.5312 top5_acc: 0.5938 loss_cls: 2.5824 2023/07/20 23:30:32 - mmengine - INFO - Epoch(train) [13][7340/9365] lr: 1.7952e-01 eta: 18:08:48 time: 0.6257 data_time: 0.0862 memory: 16132 grad_norm: 1.2318 loss: 2.8667 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8667 2023/07/20 23:30:44 - mmengine - INFO - Epoch(train) [13][7360/9365] lr: 1.7946e-01 eta: 18:08:35 time: 0.6058 data_time: 0.1033 memory: 16132 grad_norm: 1.2217 loss: 2.7870 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7870 2023/07/20 23:30:56 - mmengine - INFO - Epoch(train) [13][7380/9365] lr: 1.7941e-01 eta: 18:08:22 time: 0.6044 data_time: 0.0789 memory: 16132 grad_norm: 1.2173 loss: 2.7020 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7020 2023/07/20 23:31:08 - mmengine - INFO - Epoch(train) [13][7400/9365] lr: 1.7935e-01 eta: 18:08:09 time: 0.6024 data_time: 0.0759 memory: 16132 grad_norm: 1.2354 loss: 2.8892 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8892 2023/07/20 23:31:21 - mmengine - INFO - Epoch(train) [13][7420/9365] lr: 1.7930e-01 eta: 18:07:57 time: 0.6344 data_time: 0.0743 memory: 16132 grad_norm: 1.2178 loss: 2.8563 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.8563 2023/07/20 23:31:33 - mmengine - INFO - Epoch(train) [13][7440/9365] lr: 1.7924e-01 eta: 18:07:44 time: 0.6214 data_time: 0.0879 memory: 16132 grad_norm: 1.2254 loss: 2.6586 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.6586 2023/07/20 23:31:45 - mmengine - INFO - Epoch(train) [13][7460/9365] lr: 1.7919e-01 eta: 18:07:31 time: 0.6054 data_time: 0.0838 memory: 16132 grad_norm: 1.2617 loss: 2.8620 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8620 2023/07/20 23:31:57 - mmengine - INFO - Epoch(train) [13][7480/9365] lr: 1.7913e-01 eta: 18:07:18 time: 0.6003 data_time: 0.0886 memory: 16132 grad_norm: 1.2172 loss: 2.5702 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5702 2023/07/20 23:32:09 - mmengine - INFO - Epoch(train) [13][7500/9365] lr: 1.7907e-01 eta: 18:07:05 time: 0.5986 data_time: 0.0759 memory: 16132 grad_norm: 1.2179 loss: 2.7721 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.7721 2023/07/20 23:32:22 - mmengine - INFO - Epoch(train) [13][7520/9365] lr: 1.7902e-01 eta: 18:06:53 time: 0.6436 data_time: 0.1195 memory: 16132 grad_norm: 1.2199 loss: 2.8461 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8461 2023/07/20 23:32:34 - mmengine - INFO - Epoch(train) [13][7540/9365] lr: 1.7896e-01 eta: 18:06:40 time: 0.6078 data_time: 0.0860 memory: 16132 grad_norm: 1.2139 loss: 2.8456 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8456 2023/07/20 23:32:46 - mmengine - INFO - Epoch(train) [13][7560/9365] lr: 1.7891e-01 eta: 18:06:26 time: 0.5873 data_time: 0.1042 memory: 16132 grad_norm: 1.2002 loss: 2.7347 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7347 2023/07/20 23:32:59 - mmengine - INFO - Epoch(train) [13][7580/9365] lr: 1.7885e-01 eta: 18:06:15 time: 0.6375 data_time: 0.0978 memory: 16132 grad_norm: 1.2165 loss: 2.7029 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.7029 2023/07/20 23:33:10 - mmengine - INFO - Epoch(train) [13][7600/9365] lr: 1.7880e-01 eta: 18:06:01 time: 0.5823 data_time: 0.0874 memory: 16132 grad_norm: 1.1978 loss: 2.7610 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.7610 2023/07/20 23:33:23 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 23:33:23 - mmengine - INFO - Epoch(train) [13][7620/9365] lr: 1.7874e-01 eta: 18:05:48 time: 0.6234 data_time: 0.0832 memory: 16132 grad_norm: 1.2203 loss: 2.7666 top1_acc: 0.5000 top5_acc: 0.5938 loss_cls: 2.7666 2023/07/20 23:33:36 - mmengine - INFO - Epoch(train) [13][7640/9365] lr: 1.7869e-01 eta: 18:05:36 time: 0.6316 data_time: 0.0991 memory: 16132 grad_norm: 1.2153 loss: 2.7814 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7814 2023/07/20 23:33:47 - mmengine - INFO - Epoch(train) [13][7660/9365] lr: 1.7863e-01 eta: 18:05:23 time: 0.5907 data_time: 0.0867 memory: 16132 grad_norm: 1.2384 loss: 2.6413 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.6413 2023/07/20 23:33:59 - mmengine - INFO - Epoch(train) [13][7680/9365] lr: 1.7857e-01 eta: 18:05:09 time: 0.6010 data_time: 0.0821 memory: 16132 grad_norm: 1.2390 loss: 2.8066 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.8066 2023/07/20 23:34:12 - mmengine - INFO - Epoch(train) [13][7700/9365] lr: 1.7852e-01 eta: 18:04:56 time: 0.6077 data_time: 0.1120 memory: 16132 grad_norm: 1.2309 loss: 2.8934 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8934 2023/07/20 23:34:25 - mmengine - INFO - Epoch(train) [13][7720/9365] lr: 1.7846e-01 eta: 18:04:45 time: 0.6439 data_time: 0.0884 memory: 16132 grad_norm: 1.2116 loss: 2.9034 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.9034 2023/07/20 23:34:37 - mmengine - INFO - Epoch(train) [13][7740/9365] lr: 1.7841e-01 eta: 18:04:33 time: 0.6376 data_time: 0.0931 memory: 16132 grad_norm: 1.2181 loss: 2.6218 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.6218 2023/07/20 23:34:50 - mmengine - INFO - Epoch(train) [13][7760/9365] lr: 1.7835e-01 eta: 18:04:20 time: 0.6194 data_time: 0.0797 memory: 16132 grad_norm: 1.2267 loss: 2.8492 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 2.8492 2023/07/20 23:35:02 - mmengine - INFO - Epoch(train) [13][7780/9365] lr: 1.7830e-01 eta: 18:04:07 time: 0.6106 data_time: 0.0816 memory: 16132 grad_norm: 1.2266 loss: 2.9040 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.9040 2023/07/20 23:35:15 - mmengine - INFO - Epoch(train) [13][7800/9365] lr: 1.7824e-01 eta: 18:03:56 time: 0.6497 data_time: 0.1045 memory: 16132 grad_norm: 1.2415 loss: 2.7284 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7284 2023/07/20 23:35:27 - mmengine - INFO - Epoch(train) [13][7820/9365] lr: 1.7819e-01 eta: 18:03:43 time: 0.6116 data_time: 0.0960 memory: 16132 grad_norm: 1.2396 loss: 2.7620 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.7620 2023/07/20 23:35:40 - mmengine - INFO - Epoch(train) [13][7840/9365] lr: 1.7813e-01 eta: 18:03:31 time: 0.6158 data_time: 0.0907 memory: 16132 grad_norm: 1.2112 loss: 2.7063 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.7063 2023/07/20 23:35:52 - mmengine - INFO - Epoch(train) [13][7860/9365] lr: 1.7807e-01 eta: 18:03:18 time: 0.6119 data_time: 0.0926 memory: 16132 grad_norm: 1.2284 loss: 2.7483 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.7483 2023/07/20 23:36:04 - mmengine - INFO - Epoch(train) [13][7880/9365] lr: 1.7802e-01 eta: 18:03:05 time: 0.6082 data_time: 0.0825 memory: 16132 grad_norm: 1.2290 loss: 2.7714 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.7714 2023/07/20 23:36:17 - mmengine - INFO - Epoch(train) [13][7900/9365] lr: 1.7796e-01 eta: 18:02:53 time: 0.6278 data_time: 0.0870 memory: 16132 grad_norm: 1.2235 loss: 2.8142 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8142 2023/07/20 23:36:29 - mmengine - INFO - Epoch(train) [13][7920/9365] lr: 1.7791e-01 eta: 18:02:40 time: 0.6070 data_time: 0.0958 memory: 16132 grad_norm: 1.2337 loss: 2.6841 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.6841 2023/07/20 23:36:41 - mmengine - INFO - Epoch(train) [13][7940/9365] lr: 1.7785e-01 eta: 18:02:27 time: 0.6097 data_time: 0.0803 memory: 16132 grad_norm: 1.1957 loss: 2.9099 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.9099 2023/07/20 23:36:53 - mmengine - INFO - Epoch(train) [13][7960/9365] lr: 1.7780e-01 eta: 18:02:13 time: 0.6009 data_time: 0.0822 memory: 16132 grad_norm: 1.2238 loss: 2.8687 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.8687 2023/07/20 23:37:05 - mmengine - INFO - Epoch(train) [13][7980/9365] lr: 1.7774e-01 eta: 18:02:01 time: 0.6209 data_time: 0.0870 memory: 16132 grad_norm: 1.2585 loss: 2.7857 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7857 2023/07/20 23:37:17 - mmengine - INFO - Epoch(train) [13][8000/9365] lr: 1.7769e-01 eta: 18:01:47 time: 0.5780 data_time: 0.0866 memory: 16132 grad_norm: 1.2222 loss: 2.7570 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7570 2023/07/20 23:37:29 - mmengine - INFO - Epoch(train) [13][8020/9365] lr: 1.7763e-01 eta: 18:01:34 time: 0.6117 data_time: 0.1052 memory: 16132 grad_norm: 1.2318 loss: 2.9011 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.9011 2023/07/20 23:37:41 - mmengine - INFO - Epoch(train) [13][8040/9365] lr: 1.7757e-01 eta: 18:01:21 time: 0.6062 data_time: 0.0853 memory: 16132 grad_norm: 1.2579 loss: 2.7861 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7861 2023/07/20 23:37:54 - mmengine - INFO - Epoch(train) [13][8060/9365] lr: 1.7752e-01 eta: 18:01:08 time: 0.6157 data_time: 0.0962 memory: 16132 grad_norm: 1.2032 loss: 2.6280 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6280 2023/07/20 23:38:06 - mmengine - INFO - Epoch(train) [13][8080/9365] lr: 1.7746e-01 eta: 18:00:56 time: 0.6190 data_time: 0.1333 memory: 16132 grad_norm: 1.2295 loss: 2.7529 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.7529 2023/07/20 23:38:19 - mmengine - INFO - Epoch(train) [13][8100/9365] lr: 1.7741e-01 eta: 18:00:43 time: 0.6183 data_time: 0.0869 memory: 16132 grad_norm: 1.2067 loss: 2.7138 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7138 2023/07/20 23:38:31 - mmengine - INFO - Epoch(train) [13][8120/9365] lr: 1.7735e-01 eta: 18:00:30 time: 0.6095 data_time: 0.1160 memory: 16132 grad_norm: 1.2162 loss: 2.8050 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8050 2023/07/20 23:38:43 - mmengine - INFO - Epoch(train) [13][8140/9365] lr: 1.7730e-01 eta: 18:00:17 time: 0.5973 data_time: 0.0920 memory: 16132 grad_norm: 1.2319 loss: 2.6204 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6204 2023/07/20 23:38:55 - mmengine - INFO - Epoch(train) [13][8160/9365] lr: 1.7724e-01 eta: 18:00:04 time: 0.6169 data_time: 0.0757 memory: 16132 grad_norm: 1.2462 loss: 2.7185 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7185 2023/07/20 23:39:07 - mmengine - INFO - Epoch(train) [13][8180/9365] lr: 1.7719e-01 eta: 17:59:51 time: 0.6022 data_time: 0.0797 memory: 16132 grad_norm: 1.2341 loss: 2.7729 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.7729 2023/07/20 23:39:19 - mmengine - INFO - Epoch(train) [13][8200/9365] lr: 1.7713e-01 eta: 17:59:38 time: 0.6062 data_time: 0.0887 memory: 16132 grad_norm: 1.2212 loss: 2.6555 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6555 2023/07/20 23:39:31 - mmengine - INFO - Epoch(train) [13][8220/9365] lr: 1.7707e-01 eta: 17:59:25 time: 0.5977 data_time: 0.0842 memory: 16132 grad_norm: 1.2326 loss: 2.6666 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.6666 2023/07/20 23:39:43 - mmengine - INFO - Epoch(train) [13][8240/9365] lr: 1.7702e-01 eta: 17:59:12 time: 0.6054 data_time: 0.1111 memory: 16132 grad_norm: 1.2239 loss: 2.7817 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.7817 2023/07/20 23:39:56 - mmengine - INFO - Epoch(train) [13][8260/9365] lr: 1.7696e-01 eta: 17:59:00 time: 0.6390 data_time: 0.0873 memory: 16132 grad_norm: 1.2181 loss: 2.8292 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.8292 2023/07/20 23:40:09 - mmengine - INFO - Epoch(train) [13][8280/9365] lr: 1.7691e-01 eta: 17:58:47 time: 0.6154 data_time: 0.0891 memory: 16132 grad_norm: 1.2295 loss: 2.7971 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7971 2023/07/20 23:40:21 - mmengine - INFO - Epoch(train) [13][8300/9365] lr: 1.7685e-01 eta: 17:58:34 time: 0.5989 data_time: 0.0891 memory: 16132 grad_norm: 1.2248 loss: 2.7278 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.7278 2023/07/20 23:40:33 - mmengine - INFO - Epoch(train) [13][8320/9365] lr: 1.7680e-01 eta: 17:58:22 time: 0.6291 data_time: 0.0798 memory: 16132 grad_norm: 1.2538 loss: 2.8023 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8023 2023/07/20 23:40:46 - mmengine - INFO - Epoch(train) [13][8340/9365] lr: 1.7674e-01 eta: 17:58:09 time: 0.6206 data_time: 0.0908 memory: 16132 grad_norm: 1.2111 loss: 2.8147 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8147 2023/07/20 23:40:58 - mmengine - INFO - Epoch(train) [13][8360/9365] lr: 1.7669e-01 eta: 17:57:56 time: 0.6022 data_time: 0.0946 memory: 16132 grad_norm: 1.2152 loss: 2.7399 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7399 2023/07/20 23:41:10 - mmengine - INFO - Epoch(train) [13][8380/9365] lr: 1.7663e-01 eta: 17:57:43 time: 0.6128 data_time: 0.0773 memory: 16132 grad_norm: 1.2266 loss: 2.9149 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.9149 2023/07/20 23:41:22 - mmengine - INFO - Epoch(train) [13][8400/9365] lr: 1.7657e-01 eta: 17:57:31 time: 0.6236 data_time: 0.0788 memory: 16132 grad_norm: 1.2210 loss: 2.9175 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.9175 2023/07/20 23:41:35 - mmengine - INFO - Epoch(train) [13][8420/9365] lr: 1.7652e-01 eta: 17:57:18 time: 0.6088 data_time: 0.0813 memory: 16132 grad_norm: 1.2138 loss: 2.7077 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.7077 2023/07/20 23:41:47 - mmengine - INFO - Epoch(train) [13][8440/9365] lr: 1.7646e-01 eta: 17:57:05 time: 0.6149 data_time: 0.0868 memory: 16132 grad_norm: 1.2305 loss: 2.6637 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.6637 2023/07/20 23:42:00 - mmengine - INFO - Epoch(train) [13][8460/9365] lr: 1.7641e-01 eta: 17:56:54 time: 0.6437 data_time: 0.0946 memory: 16132 grad_norm: 1.2340 loss: 2.6460 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6460 2023/07/20 23:42:13 - mmengine - INFO - Epoch(train) [13][8480/9365] lr: 1.7635e-01 eta: 17:56:42 time: 0.6369 data_time: 0.0965 memory: 16132 grad_norm: 1.2452 loss: 2.6275 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6275 2023/07/20 23:42:24 - mmengine - INFO - Epoch(train) [13][8500/9365] lr: 1.7630e-01 eta: 17:56:28 time: 0.5922 data_time: 0.0893 memory: 16132 grad_norm: 1.2059 loss: 2.6045 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.6045 2023/07/20 23:42:37 - mmengine - INFO - Epoch(train) [13][8520/9365] lr: 1.7624e-01 eta: 17:56:17 time: 0.6378 data_time: 0.0835 memory: 16132 grad_norm: 1.2206 loss: 2.8107 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.8107 2023/07/20 23:42:49 - mmengine - INFO - Epoch(train) [13][8540/9365] lr: 1.7619e-01 eta: 17:56:03 time: 0.5924 data_time: 0.1081 memory: 16132 grad_norm: 1.2269 loss: 2.6934 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6934 2023/07/20 23:43:02 - mmengine - INFO - Epoch(train) [13][8560/9365] lr: 1.7613e-01 eta: 17:55:51 time: 0.6455 data_time: 0.1234 memory: 16132 grad_norm: 1.2428 loss: 2.8045 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8045 2023/07/20 23:43:14 - mmengine - INFO - Epoch(train) [13][8580/9365] lr: 1.7607e-01 eta: 17:55:39 time: 0.6186 data_time: 0.1114 memory: 16132 grad_norm: 1.2132 loss: 2.8225 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8225 2023/07/20 23:43:27 - mmengine - INFO - Epoch(train) [13][8600/9365] lr: 1.7602e-01 eta: 17:55:26 time: 0.6133 data_time: 0.1320 memory: 16132 grad_norm: 1.2331 loss: 2.8440 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8440 2023/07/20 23:43:39 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 23:43:39 - mmengine - INFO - Epoch(train) [13][8620/9365] lr: 1.7596e-01 eta: 17:55:13 time: 0.6045 data_time: 0.0874 memory: 16132 grad_norm: 1.2404 loss: 2.7790 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.7790 2023/07/20 23:43:52 - mmengine - INFO - Epoch(train) [13][8640/9365] lr: 1.7591e-01 eta: 17:55:01 time: 0.6330 data_time: 0.0890 memory: 16132 grad_norm: 1.2400 loss: 2.7552 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.7552 2023/07/20 23:44:04 - mmengine - INFO - Epoch(train) [13][8660/9365] lr: 1.7585e-01 eta: 17:54:48 time: 0.6129 data_time: 0.0938 memory: 16132 grad_norm: 1.2490 loss: 2.6560 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.6560 2023/07/20 23:44:16 - mmengine - INFO - Epoch(train) [13][8680/9365] lr: 1.7580e-01 eta: 17:54:36 time: 0.6296 data_time: 0.1098 memory: 16132 grad_norm: 1.2073 loss: 2.7548 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7548 2023/07/20 23:44:29 - mmengine - INFO - Epoch(train) [13][8700/9365] lr: 1.7574e-01 eta: 17:54:24 time: 0.6283 data_time: 0.0882 memory: 16132 grad_norm: 1.2553 loss: 2.8169 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8169 2023/07/20 23:44:41 - mmengine - INFO - Epoch(train) [13][8720/9365] lr: 1.7569e-01 eta: 17:54:11 time: 0.5936 data_time: 0.0832 memory: 16132 grad_norm: 1.2190 loss: 2.7547 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.7547 2023/07/20 23:44:53 - mmengine - INFO - Epoch(train) [13][8740/9365] lr: 1.7563e-01 eta: 17:53:57 time: 0.5975 data_time: 0.0839 memory: 16132 grad_norm: 1.2496 loss: 2.7078 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7078 2023/07/20 23:45:05 - mmengine - INFO - Epoch(train) [13][8760/9365] lr: 1.7558e-01 eta: 17:53:45 time: 0.6258 data_time: 0.0919 memory: 16132 grad_norm: 1.2311 loss: 2.7916 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7916 2023/07/20 23:45:18 - mmengine - INFO - Epoch(train) [13][8780/9365] lr: 1.7552e-01 eta: 17:53:32 time: 0.6077 data_time: 0.0909 memory: 16132 grad_norm: 1.2296 loss: 2.6947 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6947 2023/07/20 23:45:30 - mmengine - INFO - Epoch(train) [13][8800/9365] lr: 1.7546e-01 eta: 17:53:19 time: 0.6136 data_time: 0.0823 memory: 16132 grad_norm: 1.2479 loss: 3.0182 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 3.0182 2023/07/20 23:45:42 - mmengine - INFO - Epoch(train) [13][8820/9365] lr: 1.7541e-01 eta: 17:53:07 time: 0.6269 data_time: 0.0804 memory: 16132 grad_norm: 1.2192 loss: 2.6715 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.6715 2023/07/20 23:45:54 - mmengine - INFO - Epoch(train) [13][8840/9365] lr: 1.7535e-01 eta: 17:52:53 time: 0.5945 data_time: 0.0849 memory: 16132 grad_norm: 1.2488 loss: 2.6874 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.6874 2023/07/20 23:46:07 - mmengine - INFO - Epoch(train) [13][8860/9365] lr: 1.7530e-01 eta: 17:52:41 time: 0.6135 data_time: 0.0906 memory: 16132 grad_norm: 1.2170 loss: 2.6785 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.6785 2023/07/20 23:46:19 - mmengine - INFO - Epoch(train) [13][8880/9365] lr: 1.7524e-01 eta: 17:52:28 time: 0.6228 data_time: 0.0847 memory: 16132 grad_norm: 1.1988 loss: 2.8535 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8535 2023/07/20 23:46:32 - mmengine - INFO - Epoch(train) [13][8900/9365] lr: 1.7519e-01 eta: 17:52:16 time: 0.6252 data_time: 0.0810 memory: 16132 grad_norm: 1.2080 loss: 2.6499 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.6499 2023/07/20 23:46:44 - mmengine - INFO - Epoch(train) [13][8920/9365] lr: 1.7513e-01 eta: 17:52:03 time: 0.6128 data_time: 0.1123 memory: 16132 grad_norm: 1.2329 loss: 2.6685 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.6685 2023/07/20 23:46:56 - mmengine - INFO - Epoch(train) [13][8940/9365] lr: 1.7508e-01 eta: 17:51:50 time: 0.5897 data_time: 0.0820 memory: 16132 grad_norm: 1.2460 loss: 2.7453 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7453 2023/07/20 23:47:08 - mmengine - INFO - Epoch(train) [13][8960/9365] lr: 1.7502e-01 eta: 17:51:37 time: 0.6198 data_time: 0.0856 memory: 16132 grad_norm: 1.2267 loss: 2.8613 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.8613 2023/07/20 23:47:20 - mmengine - INFO - Epoch(train) [13][8980/9365] lr: 1.7496e-01 eta: 17:51:24 time: 0.6095 data_time: 0.0810 memory: 16132 grad_norm: 1.2263 loss: 2.7416 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7416 2023/07/20 23:47:33 - mmengine - INFO - Epoch(train) [13][9000/9365] lr: 1.7491e-01 eta: 17:51:12 time: 0.6157 data_time: 0.0816 memory: 16132 grad_norm: 1.2634 loss: 2.6531 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.6531 2023/07/20 23:47:45 - mmengine - INFO - Epoch(train) [13][9020/9365] lr: 1.7485e-01 eta: 17:50:59 time: 0.6176 data_time: 0.0924 memory: 16132 grad_norm: 1.2475 loss: 2.7899 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.7899 2023/07/20 23:47:57 - mmengine - INFO - Epoch(train) [13][9040/9365] lr: 1.7480e-01 eta: 17:50:46 time: 0.6094 data_time: 0.0894 memory: 16132 grad_norm: 1.2370 loss: 2.6842 top1_acc: 0.1875 top5_acc: 0.5312 loss_cls: 2.6842 2023/07/20 23:48:10 - mmengine - INFO - Epoch(train) [13][9060/9365] lr: 1.7474e-01 eta: 17:50:33 time: 0.6146 data_time: 0.0840 memory: 16132 grad_norm: 1.2447 loss: 2.8154 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8154 2023/07/20 23:48:22 - mmengine - INFO - Epoch(train) [13][9080/9365] lr: 1.7469e-01 eta: 17:50:21 time: 0.6280 data_time: 0.1016 memory: 16132 grad_norm: 1.2319 loss: 2.7679 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.7679 2023/07/20 23:48:34 - mmengine - INFO - Epoch(train) [13][9100/9365] lr: 1.7463e-01 eta: 17:50:08 time: 0.6059 data_time: 0.0933 memory: 16132 grad_norm: 1.2483 loss: 2.7688 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.7688 2023/07/20 23:48:46 - mmengine - INFO - Epoch(train) [13][9120/9365] lr: 1.7458e-01 eta: 17:49:55 time: 0.5924 data_time: 0.0844 memory: 16132 grad_norm: 1.2394 loss: 2.8046 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8046 2023/07/20 23:48:59 - mmengine - INFO - Epoch(train) [13][9140/9365] lr: 1.7452e-01 eta: 17:49:43 time: 0.6357 data_time: 0.0816 memory: 16132 grad_norm: 1.2403 loss: 2.7403 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7403 2023/07/20 23:49:12 - mmengine - INFO - Epoch(train) [13][9160/9365] lr: 1.7447e-01 eta: 17:49:31 time: 0.6429 data_time: 0.0910 memory: 16132 grad_norm: 1.2456 loss: 2.6706 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6706 2023/07/20 23:49:24 - mmengine - INFO - Epoch(train) [13][9180/9365] lr: 1.7441e-01 eta: 17:49:18 time: 0.6085 data_time: 0.0856 memory: 16132 grad_norm: 1.2169 loss: 2.8894 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8894 2023/07/20 23:49:36 - mmengine - INFO - Epoch(train) [13][9200/9365] lr: 1.7435e-01 eta: 17:49:05 time: 0.6039 data_time: 0.1046 memory: 16132 grad_norm: 1.2131 loss: 2.7004 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.7004 2023/07/20 23:49:49 - mmengine - INFO - Epoch(train) [13][9220/9365] lr: 1.7430e-01 eta: 17:48:53 time: 0.6360 data_time: 0.0880 memory: 16132 grad_norm: 1.2075 loss: 2.7415 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 2.7415 2023/07/20 23:50:01 - mmengine - INFO - Epoch(train) [13][9240/9365] lr: 1.7424e-01 eta: 17:48:40 time: 0.6054 data_time: 0.0946 memory: 16132 grad_norm: 1.2500 loss: 2.7529 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.7529 2023/07/20 23:50:13 - mmengine - INFO - Epoch(train) [13][9260/9365] lr: 1.7419e-01 eta: 17:48:27 time: 0.5990 data_time: 0.0909 memory: 16132 grad_norm: 1.2322 loss: 2.6696 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6696 2023/07/20 23:50:25 - mmengine - INFO - Epoch(train) [13][9280/9365] lr: 1.7413e-01 eta: 17:48:14 time: 0.6023 data_time: 0.1144 memory: 16132 grad_norm: 1.2343 loss: 2.7477 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.7477 2023/07/20 23:50:38 - mmengine - INFO - Epoch(train) [13][9300/9365] lr: 1.7408e-01 eta: 17:48:01 time: 0.6203 data_time: 0.0860 memory: 16132 grad_norm: 1.2569 loss: 2.8774 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.8774 2023/07/20 23:50:50 - mmengine - INFO - Epoch(train) [13][9320/9365] lr: 1.7402e-01 eta: 17:47:48 time: 0.6027 data_time: 0.0821 memory: 16132 grad_norm: 1.2260 loss: 2.6736 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6736 2023/07/20 23:51:02 - mmengine - INFO - Epoch(train) [13][9340/9365] lr: 1.7397e-01 eta: 17:47:36 time: 0.6276 data_time: 0.0852 memory: 16132 grad_norm: 1.2361 loss: 2.7790 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.7790 2023/07/20 23:51:14 - mmengine - INFO - Epoch(train) [13][9360/9365] lr: 1.7391e-01 eta: 17:47:22 time: 0.5913 data_time: 0.0815 memory: 16132 grad_norm: 1.2384 loss: 2.7884 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7884 2023/07/20 23:51:17 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 23:51:17 - mmengine - INFO - Epoch(train) [13][9365/9365] lr: 1.7390e-01 eta: 17:47:18 time: 0.5695 data_time: 0.0746 memory: 16132 grad_norm: 1.2359 loss: 2.7772 top1_acc: 0.3333 top5_acc: 0.5000 loss_cls: 2.7772 2023/07/20 23:51:17 - mmengine - INFO - Saving checkpoint at 13 epochs 2023/07/20 23:51:35 - mmengine - INFO - Epoch(val) [13][20/78] eta: 0:00:49 time: 0.8452 data_time: 0.5415 memory: 3721 2023/07/20 23:51:48 - mmengine - INFO - Epoch(val) [13][40/78] eta: 0:00:28 time: 0.6434 data_time: 0.3322 memory: 3721 2023/07/20 23:51:58 - mmengine - INFO - Epoch(val) [13][60/78] eta: 0:00:12 time: 0.5309 data_time: 0.2412 memory: 3721 2023/07/20 23:52:09 - mmengine - INFO - Epoch(val) [13][78/78] acc/top1: 0.2594 acc/top5: 0.5018 acc/mean1: 0.2593 data_time: 0.3144 time: 0.6046 2023/07/20 23:52:30 - mmengine - INFO - Epoch(train) [14][ 20/9365] lr: 1.7384e-01 eta: 17:47:22 time: 1.0567 data_time: 0.3939 memory: 16132 grad_norm: 1.2356 loss: 2.6264 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6264 2023/07/20 23:52:42 - mmengine - INFO - Epoch(train) [14][ 40/9365] lr: 1.7379e-01 eta: 17:47:08 time: 0.5977 data_time: 0.1005 memory: 16132 grad_norm: 1.2492 loss: 2.7644 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.7644 2023/07/20 23:52:54 - mmengine - INFO - Epoch(train) [14][ 60/9365] lr: 1.7373e-01 eta: 17:46:55 time: 0.6083 data_time: 0.1185 memory: 16132 grad_norm: 1.2301 loss: 2.8052 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8052 2023/07/20 23:53:06 - mmengine - INFO - Epoch(train) [14][ 80/9365] lr: 1.7368e-01 eta: 17:46:42 time: 0.5865 data_time: 0.0824 memory: 16132 grad_norm: 1.2375 loss: 2.6896 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6896 2023/07/20 23:53:18 - mmengine - INFO - Epoch(train) [14][ 100/9365] lr: 1.7362e-01 eta: 17:46:28 time: 0.5953 data_time: 0.0800 memory: 16132 grad_norm: 1.2404 loss: 2.7560 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.7560 2023/07/20 23:53:31 - mmengine - INFO - Epoch(train) [14][ 120/9365] lr: 1.7356e-01 eta: 17:46:17 time: 0.6573 data_time: 0.0813 memory: 16132 grad_norm: 1.2227 loss: 2.6340 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.6340 2023/07/20 23:53:44 - mmengine - INFO - Epoch(train) [14][ 140/9365] lr: 1.7351e-01 eta: 17:46:05 time: 0.6272 data_time: 0.0944 memory: 16132 grad_norm: 1.2426 loss: 2.7574 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7574 2023/07/20 23:53:56 - mmengine - INFO - Epoch(train) [14][ 160/9365] lr: 1.7345e-01 eta: 17:45:52 time: 0.6000 data_time: 0.0872 memory: 16132 grad_norm: 1.2550 loss: 2.6751 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6751 2023/07/20 23:54:07 - mmengine - INFO - Epoch(train) [14][ 180/9365] lr: 1.7340e-01 eta: 17:45:38 time: 0.5902 data_time: 0.0741 memory: 16132 grad_norm: 1.2394 loss: 2.7492 top1_acc: 0.2188 top5_acc: 0.7188 loss_cls: 2.7492 2023/07/20 23:54:20 - mmengine - INFO - Epoch(train) [14][ 200/9365] lr: 1.7334e-01 eta: 17:45:26 time: 0.6257 data_time: 0.0791 memory: 16132 grad_norm: 1.2443 loss: 2.9692 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9692 2023/07/20 23:54:33 - mmengine - INFO - Epoch(train) [14][ 220/9365] lr: 1.7329e-01 eta: 17:45:14 time: 0.6454 data_time: 0.0896 memory: 16132 grad_norm: 1.2255 loss: 2.6588 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6588 2023/07/20 23:54:45 - mmengine - INFO - Epoch(train) [14][ 240/9365] lr: 1.7323e-01 eta: 17:45:01 time: 0.6048 data_time: 0.0853 memory: 16132 grad_norm: 1.2229 loss: 2.6289 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6289 2023/07/20 23:54:55 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/20 23:54:58 - mmengine - INFO - Epoch(train) [14][ 260/9365] lr: 1.7318e-01 eta: 17:44:50 time: 0.6509 data_time: 0.0821 memory: 16132 grad_norm: 1.2213 loss: 2.7666 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.7666 2023/07/20 23:55:11 - mmengine - INFO - Epoch(train) [14][ 280/9365] lr: 1.7312e-01 eta: 17:44:37 time: 0.6205 data_time: 0.1086 memory: 16132 grad_norm: 1.2355 loss: 2.7235 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.7235 2023/07/20 23:55:23 - mmengine - INFO - Epoch(train) [14][ 300/9365] lr: 1.7307e-01 eta: 17:44:25 time: 0.6149 data_time: 0.0956 memory: 16132 grad_norm: 1.2640 loss: 2.7120 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.7120 2023/07/20 23:55:35 - mmengine - INFO - Epoch(train) [14][ 320/9365] lr: 1.7301e-01 eta: 17:44:12 time: 0.6200 data_time: 0.0754 memory: 16132 grad_norm: 1.2291 loss: 2.6355 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.6355 2023/07/20 23:55:48 - mmengine - INFO - Epoch(train) [14][ 340/9365] lr: 1.7296e-01 eta: 17:44:00 time: 0.6172 data_time: 0.0765 memory: 16132 grad_norm: 1.2618 loss: 2.6984 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.6984 2023/07/20 23:56:00 - mmengine - INFO - Epoch(train) [14][ 360/9365] lr: 1.7290e-01 eta: 17:43:46 time: 0.5963 data_time: 0.0750 memory: 16132 grad_norm: 1.2360 loss: 2.6520 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6520 2023/07/20 23:56:12 - mmengine - INFO - Epoch(train) [14][ 380/9365] lr: 1.7284e-01 eta: 17:43:33 time: 0.6104 data_time: 0.0997 memory: 16132 grad_norm: 1.2285 loss: 2.7474 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.7474 2023/07/20 23:56:23 - mmengine - INFO - Epoch(train) [14][ 400/9365] lr: 1.7279e-01 eta: 17:43:19 time: 0.5787 data_time: 0.0727 memory: 16132 grad_norm: 1.2531 loss: 2.6680 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.6680 2023/07/20 23:56:36 - mmengine - INFO - Epoch(train) [14][ 420/9365] lr: 1.7273e-01 eta: 17:43:08 time: 0.6456 data_time: 0.1123 memory: 16132 grad_norm: 1.2555 loss: 2.8144 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.8144 2023/07/20 23:56:49 - mmengine - INFO - Epoch(train) [14][ 440/9365] lr: 1.7268e-01 eta: 17:42:55 time: 0.6218 data_time: 0.0845 memory: 16132 grad_norm: 1.2294 loss: 2.6916 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.6916 2023/07/20 23:57:01 - mmengine - INFO - Epoch(train) [14][ 460/9365] lr: 1.7262e-01 eta: 17:42:42 time: 0.5942 data_time: 0.0845 memory: 16132 grad_norm: 1.2546 loss: 2.7654 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.7654 2023/07/20 23:57:13 - mmengine - INFO - Epoch(train) [14][ 480/9365] lr: 1.7257e-01 eta: 17:42:29 time: 0.6123 data_time: 0.0757 memory: 16132 grad_norm: 1.2305 loss: 2.6915 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.6915 2023/07/20 23:57:25 - mmengine - INFO - Epoch(train) [14][ 500/9365] lr: 1.7251e-01 eta: 17:42:16 time: 0.6131 data_time: 0.0772 memory: 16132 grad_norm: 1.2682 loss: 2.8388 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.8388 2023/07/20 23:57:38 - mmengine - INFO - Epoch(train) [14][ 520/9365] lr: 1.7246e-01 eta: 17:42:04 time: 0.6245 data_time: 0.0809 memory: 16132 grad_norm: 1.2572 loss: 2.7013 top1_acc: 0.1562 top5_acc: 0.6875 loss_cls: 2.7013 2023/07/20 23:57:50 - mmengine - INFO - Epoch(train) [14][ 540/9365] lr: 1.7240e-01 eta: 17:41:52 time: 0.6333 data_time: 0.0965 memory: 16132 grad_norm: 1.2189 loss: 2.7263 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.7263 2023/07/20 23:58:02 - mmengine - INFO - Epoch(train) [14][ 560/9365] lr: 1.7235e-01 eta: 17:41:39 time: 0.5990 data_time: 0.0815 memory: 16132 grad_norm: 1.2473 loss: 2.7861 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7861 2023/07/20 23:58:15 - mmengine - INFO - Epoch(train) [14][ 580/9365] lr: 1.7229e-01 eta: 17:41:27 time: 0.6308 data_time: 0.0825 memory: 16132 grad_norm: 1.2390 loss: 2.7365 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7365 2023/07/20 23:58:27 - mmengine - INFO - Epoch(train) [14][ 600/9365] lr: 1.7224e-01 eta: 17:41:14 time: 0.6007 data_time: 0.0781 memory: 16132 grad_norm: 1.2234 loss: 2.8300 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.8300 2023/07/20 23:58:39 - mmengine - INFO - Epoch(train) [14][ 620/9365] lr: 1.7218e-01 eta: 17:41:01 time: 0.6067 data_time: 0.0784 memory: 16132 grad_norm: 1.2227 loss: 2.7088 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.7088 2023/07/20 23:58:52 - mmengine - INFO - Epoch(train) [14][ 640/9365] lr: 1.7212e-01 eta: 17:40:48 time: 0.6241 data_time: 0.0752 memory: 16132 grad_norm: 1.2572 loss: 2.9438 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.9438 2023/07/20 23:59:04 - mmengine - INFO - Epoch(train) [14][ 660/9365] lr: 1.7207e-01 eta: 17:40:35 time: 0.6083 data_time: 0.0872 memory: 16132 grad_norm: 1.2346 loss: 2.8184 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8184 2023/07/20 23:59:16 - mmengine - INFO - Epoch(train) [14][ 680/9365] lr: 1.7201e-01 eta: 17:40:23 time: 0.6223 data_time: 0.0886 memory: 16132 grad_norm: 1.2955 loss: 2.8215 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8215 2023/07/20 23:59:28 - mmengine - INFO - Epoch(train) [14][ 700/9365] lr: 1.7196e-01 eta: 17:40:09 time: 0.5893 data_time: 0.0896 memory: 16132 grad_norm: 1.2446 loss: 2.8216 top1_acc: 0.1875 top5_acc: 0.4688 loss_cls: 2.8216 2023/07/20 23:59:40 - mmengine - INFO - Epoch(train) [14][ 720/9365] lr: 1.7190e-01 eta: 17:39:56 time: 0.5976 data_time: 0.0767 memory: 16132 grad_norm: 1.2121 loss: 2.8329 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8329 2023/07/20 23:59:52 - mmengine - INFO - Epoch(train) [14][ 740/9365] lr: 1.7185e-01 eta: 17:39:43 time: 0.6109 data_time: 0.0746 memory: 16132 grad_norm: 1.2306 loss: 2.6710 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6710 2023/07/21 00:00:05 - mmengine - INFO - Epoch(train) [14][ 760/9365] lr: 1.7179e-01 eta: 17:39:30 time: 0.6154 data_time: 0.0820 memory: 16132 grad_norm: 1.2423 loss: 2.8849 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8849 2023/07/21 00:00:17 - mmengine - INFO - Epoch(train) [14][ 780/9365] lr: 1.7174e-01 eta: 17:39:17 time: 0.6042 data_time: 0.0720 memory: 16132 grad_norm: 1.2308 loss: 2.7278 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.7278 2023/07/21 00:00:30 - mmengine - INFO - Epoch(train) [14][ 800/9365] lr: 1.7168e-01 eta: 17:39:06 time: 0.6392 data_time: 0.0843 memory: 16132 grad_norm: 1.2370 loss: 2.8239 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.8239 2023/07/21 00:00:42 - mmengine - INFO - Epoch(train) [14][ 820/9365] lr: 1.7163e-01 eta: 17:38:53 time: 0.6076 data_time: 0.0780 memory: 16132 grad_norm: 1.2685 loss: 2.7312 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.7312 2023/07/21 00:00:55 - mmengine - INFO - Epoch(train) [14][ 840/9365] lr: 1.7157e-01 eta: 17:38:41 time: 0.6330 data_time: 0.0733 memory: 16132 grad_norm: 1.2314 loss: 2.8472 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8472 2023/07/21 00:01:07 - mmengine - INFO - Epoch(train) [14][ 860/9365] lr: 1.7152e-01 eta: 17:38:27 time: 0.5973 data_time: 0.0804 memory: 16132 grad_norm: 1.2588 loss: 2.7740 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.7740 2023/07/21 00:01:19 - mmengine - INFO - Epoch(train) [14][ 880/9365] lr: 1.7146e-01 eta: 17:38:14 time: 0.6065 data_time: 0.1153 memory: 16132 grad_norm: 1.2585 loss: 2.8110 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.8110 2023/07/21 00:01:31 - mmengine - INFO - Epoch(train) [14][ 900/9365] lr: 1.7141e-01 eta: 17:38:02 time: 0.6115 data_time: 0.0716 memory: 16132 grad_norm: 1.2595 loss: 2.6802 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.6802 2023/07/21 00:01:44 - mmengine - INFO - Epoch(train) [14][ 920/9365] lr: 1.7135e-01 eta: 17:37:50 time: 0.6376 data_time: 0.0810 memory: 16132 grad_norm: 1.2330 loss: 2.7708 top1_acc: 0.2812 top5_acc: 0.8125 loss_cls: 2.7708 2023/07/21 00:01:56 - mmengine - INFO - Epoch(train) [14][ 940/9365] lr: 1.7129e-01 eta: 17:37:37 time: 0.6015 data_time: 0.0921 memory: 16132 grad_norm: 1.2501 loss: 2.6684 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.6684 2023/07/21 00:02:08 - mmengine - INFO - Epoch(train) [14][ 960/9365] lr: 1.7124e-01 eta: 17:37:23 time: 0.5947 data_time: 0.0843 memory: 16132 grad_norm: 1.2598 loss: 2.6873 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.6873 2023/07/21 00:02:19 - mmengine - INFO - Epoch(train) [14][ 980/9365] lr: 1.7118e-01 eta: 17:37:09 time: 0.5835 data_time: 0.0730 memory: 16132 grad_norm: 1.2530 loss: 2.8083 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8083 2023/07/21 00:02:32 - mmengine - INFO - Epoch(train) [14][1000/9365] lr: 1.7113e-01 eta: 17:36:58 time: 0.6436 data_time: 0.0869 memory: 16132 grad_norm: 1.2401 loss: 2.8368 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.8368 2023/07/21 00:02:45 - mmengine - INFO - Epoch(train) [14][1020/9365] lr: 1.7107e-01 eta: 17:36:46 time: 0.6509 data_time: 0.1157 memory: 16132 grad_norm: 1.2371 loss: 2.6172 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.6172 2023/07/21 00:02:57 - mmengine - INFO - Epoch(train) [14][1040/9365] lr: 1.7102e-01 eta: 17:36:33 time: 0.6024 data_time: 0.0976 memory: 16132 grad_norm: 1.2508 loss: 2.7626 top1_acc: 0.5312 top5_acc: 0.5938 loss_cls: 2.7626 2023/07/21 00:03:09 - mmengine - INFO - Epoch(train) [14][1060/9365] lr: 1.7096e-01 eta: 17:36:20 time: 0.5929 data_time: 0.0779 memory: 16132 grad_norm: 1.2417 loss: 2.8526 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.8526 2023/07/21 00:03:21 - mmengine - INFO - Epoch(train) [14][1080/9365] lr: 1.7091e-01 eta: 17:36:06 time: 0.5859 data_time: 0.0765 memory: 16132 grad_norm: 1.2555 loss: 2.7787 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.7787 2023/07/21 00:03:34 - mmengine - INFO - Epoch(train) [14][1100/9365] lr: 1.7085e-01 eta: 17:35:54 time: 0.6332 data_time: 0.0828 memory: 16132 grad_norm: 1.2501 loss: 2.7712 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.7712 2023/07/21 00:03:46 - mmengine - INFO - Epoch(train) [14][1120/9365] lr: 1.7080e-01 eta: 17:35:42 time: 0.6204 data_time: 0.1227 memory: 16132 grad_norm: 1.2408 loss: 2.6277 top1_acc: 0.3750 top5_acc: 0.8438 loss_cls: 2.6277 2023/07/21 00:03:59 - mmengine - INFO - Epoch(train) [14][1140/9365] lr: 1.7074e-01 eta: 17:35:29 time: 0.6178 data_time: 0.0739 memory: 16132 grad_norm: 1.2524 loss: 2.6951 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6951 2023/07/21 00:04:11 - mmengine - INFO - Epoch(train) [14][1160/9365] lr: 1.7069e-01 eta: 17:35:16 time: 0.6057 data_time: 0.1028 memory: 16132 grad_norm: 1.2421 loss: 2.8736 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8736 2023/07/21 00:04:22 - mmengine - INFO - Epoch(train) [14][1180/9365] lr: 1.7063e-01 eta: 17:35:02 time: 0.5888 data_time: 0.0775 memory: 16132 grad_norm: 1.2488 loss: 2.6325 top1_acc: 0.3125 top5_acc: 0.7812 loss_cls: 2.6325 2023/07/21 00:04:34 - mmengine - INFO - Epoch(train) [14][1200/9365] lr: 1.7058e-01 eta: 17:34:49 time: 0.5989 data_time: 0.0791 memory: 16132 grad_norm: 1.2540 loss: 2.8260 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8260 2023/07/21 00:04:47 - mmengine - INFO - Epoch(train) [14][1220/9365] lr: 1.7052e-01 eta: 17:34:36 time: 0.6120 data_time: 0.0713 memory: 16132 grad_norm: 1.2585 loss: 2.6909 top1_acc: 0.1875 top5_acc: 0.6562 loss_cls: 2.6909 2023/07/21 00:04:59 - mmengine - INFO - Epoch(train) [14][1240/9365] lr: 1.7046e-01 eta: 17:34:24 time: 0.6140 data_time: 0.0756 memory: 16132 grad_norm: 1.2424 loss: 2.7033 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.7033 2023/07/21 00:05:08 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 00:05:11 - mmengine - INFO - Epoch(train) [14][1260/9365] lr: 1.7041e-01 eta: 17:34:10 time: 0.5927 data_time: 0.1096 memory: 16132 grad_norm: 1.2736 loss: 2.7904 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7904 2023/07/21 00:05:23 - mmengine - INFO - Epoch(train) [14][1280/9365] lr: 1.7035e-01 eta: 17:33:58 time: 0.6180 data_time: 0.0777 memory: 16132 grad_norm: 1.2391 loss: 2.8004 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8004 2023/07/21 00:05:36 - mmengine - INFO - Epoch(train) [14][1300/9365] lr: 1.7030e-01 eta: 17:33:45 time: 0.6265 data_time: 0.0913 memory: 16132 grad_norm: 1.2308 loss: 2.8902 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8902 2023/07/21 00:05:48 - mmengine - INFO - Epoch(train) [14][1320/9365] lr: 1.7024e-01 eta: 17:33:33 time: 0.6190 data_time: 0.0883 memory: 16132 grad_norm: 1.2566 loss: 2.8419 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.8419 2023/07/21 00:06:00 - mmengine - INFO - Epoch(train) [14][1340/9365] lr: 1.7019e-01 eta: 17:33:19 time: 0.5784 data_time: 0.0790 memory: 16132 grad_norm: 1.2402 loss: 2.8664 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.8664 2023/07/21 00:06:12 - mmengine - INFO - Epoch(train) [14][1360/9365] lr: 1.7013e-01 eta: 17:33:06 time: 0.6123 data_time: 0.0804 memory: 16132 grad_norm: 1.2595 loss: 2.6283 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 2.6283 2023/07/21 00:06:24 - mmengine - INFO - Epoch(train) [14][1380/9365] lr: 1.7008e-01 eta: 17:32:53 time: 0.6033 data_time: 0.0993 memory: 16132 grad_norm: 1.2527 loss: 2.8540 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8540 2023/07/21 00:06:36 - mmengine - INFO - Epoch(train) [14][1400/9365] lr: 1.7002e-01 eta: 17:32:40 time: 0.5919 data_time: 0.0802 memory: 16132 grad_norm: 1.2354 loss: 2.8156 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.8156 2023/07/21 00:06:49 - mmengine - INFO - Epoch(train) [14][1420/9365] lr: 1.6997e-01 eta: 17:32:28 time: 0.6315 data_time: 0.0788 memory: 16132 grad_norm: 1.2313 loss: 2.6460 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.6460 2023/07/21 00:07:01 - mmengine - INFO - Epoch(train) [14][1440/9365] lr: 1.6991e-01 eta: 17:32:15 time: 0.6155 data_time: 0.0819 memory: 16132 grad_norm: 1.2387 loss: 2.7333 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.7333 2023/07/21 00:07:14 - mmengine - INFO - Epoch(train) [14][1460/9365] lr: 1.6986e-01 eta: 17:32:03 time: 0.6303 data_time: 0.0935 memory: 16132 grad_norm: 1.2494 loss: 2.8269 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8269 2023/07/21 00:07:26 - mmengine - INFO - Epoch(train) [14][1480/9365] lr: 1.6980e-01 eta: 17:31:50 time: 0.6106 data_time: 0.0893 memory: 16132 grad_norm: 1.2473 loss: 2.7705 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7705 2023/07/21 00:07:39 - mmengine - INFO - Epoch(train) [14][1500/9365] lr: 1.6975e-01 eta: 17:31:38 time: 0.6289 data_time: 0.0832 memory: 16132 grad_norm: 1.2529 loss: 2.8123 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8123 2023/07/21 00:07:51 - mmengine - INFO - Epoch(train) [14][1520/9365] lr: 1.6969e-01 eta: 17:31:25 time: 0.5988 data_time: 0.0917 memory: 16132 grad_norm: 1.2276 loss: 2.6527 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.6527 2023/07/21 00:08:03 - mmengine - INFO - Epoch(train) [14][1540/9365] lr: 1.6964e-01 eta: 17:31:12 time: 0.6192 data_time: 0.1103 memory: 16132 grad_norm: 1.2564 loss: 2.6790 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6790 2023/07/21 00:08:15 - mmengine - INFO - Epoch(train) [14][1560/9365] lr: 1.6958e-01 eta: 17:31:00 time: 0.6258 data_time: 0.0846 memory: 16132 grad_norm: 1.2415 loss: 2.7677 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7677 2023/07/21 00:08:27 - mmengine - INFO - Epoch(train) [14][1580/9365] lr: 1.6953e-01 eta: 17:30:47 time: 0.6005 data_time: 0.0866 memory: 16132 grad_norm: 1.2344 loss: 2.8264 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8264 2023/07/21 00:08:40 - mmengine - INFO - Epoch(train) [14][1600/9365] lr: 1.6947e-01 eta: 17:30:34 time: 0.6227 data_time: 0.0829 memory: 16132 grad_norm: 1.2707 loss: 2.7721 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7721 2023/07/21 00:08:52 - mmengine - INFO - Epoch(train) [14][1620/9365] lr: 1.6941e-01 eta: 17:30:22 time: 0.6201 data_time: 0.0841 memory: 16132 grad_norm: 1.2473 loss: 2.8382 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.8382 2023/07/21 00:09:04 - mmengine - INFO - Epoch(train) [14][1640/9365] lr: 1.6936e-01 eta: 17:30:08 time: 0.5854 data_time: 0.0926 memory: 16132 grad_norm: 1.2505 loss: 2.8476 top1_acc: 0.2500 top5_acc: 0.4062 loss_cls: 2.8476 2023/07/21 00:09:16 - mmengine - INFO - Epoch(train) [14][1660/9365] lr: 1.6930e-01 eta: 17:29:55 time: 0.6022 data_time: 0.0780 memory: 16132 grad_norm: 1.2215 loss: 2.8070 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.8070 2023/07/21 00:09:29 - mmengine - INFO - Epoch(train) [14][1680/9365] lr: 1.6925e-01 eta: 17:29:43 time: 0.6255 data_time: 0.0729 memory: 16132 grad_norm: 1.2537 loss: 2.7375 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7375 2023/07/21 00:09:42 - mmengine - INFO - Epoch(train) [14][1700/9365] lr: 1.6919e-01 eta: 17:29:31 time: 0.6451 data_time: 0.0865 memory: 16132 grad_norm: 1.2296 loss: 2.5847 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.5847 2023/07/21 00:09:53 - mmengine - INFO - Epoch(train) [14][1720/9365] lr: 1.6914e-01 eta: 17:29:17 time: 0.5887 data_time: 0.0778 memory: 16132 grad_norm: 1.2481 loss: 2.6764 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.6764 2023/07/21 00:10:06 - mmengine - INFO - Epoch(train) [14][1740/9365] lr: 1.6908e-01 eta: 17:29:05 time: 0.6210 data_time: 0.0767 memory: 16132 grad_norm: 1.2926 loss: 2.8340 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.8340 2023/07/21 00:10:18 - mmengine - INFO - Epoch(train) [14][1760/9365] lr: 1.6903e-01 eta: 17:28:52 time: 0.5957 data_time: 0.0850 memory: 16132 grad_norm: 1.2648 loss: 2.7588 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.7588 2023/07/21 00:10:30 - mmengine - INFO - Epoch(train) [14][1780/9365] lr: 1.6897e-01 eta: 17:28:39 time: 0.6020 data_time: 0.0902 memory: 16132 grad_norm: 1.2515 loss: 2.7255 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7255 2023/07/21 00:10:42 - mmengine - INFO - Epoch(train) [14][1800/9365] lr: 1.6892e-01 eta: 17:28:26 time: 0.6118 data_time: 0.0772 memory: 16132 grad_norm: 1.2414 loss: 2.6280 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6280 2023/07/21 00:10:54 - mmengine - INFO - Epoch(train) [14][1820/9365] lr: 1.6886e-01 eta: 17:28:12 time: 0.5909 data_time: 0.1055 memory: 16132 grad_norm: 1.2657 loss: 2.7491 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7491 2023/07/21 00:11:07 - mmengine - INFO - Epoch(train) [14][1840/9365] lr: 1.6881e-01 eta: 17:28:00 time: 0.6347 data_time: 0.1265 memory: 16132 grad_norm: 1.2351 loss: 2.5469 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.5469 2023/07/21 00:11:19 - mmengine - INFO - Epoch(train) [14][1860/9365] lr: 1.6875e-01 eta: 17:27:48 time: 0.6225 data_time: 0.0855 memory: 16132 grad_norm: 1.2429 loss: 2.8433 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8433 2023/07/21 00:11:32 - mmengine - INFO - Epoch(train) [14][1880/9365] lr: 1.6870e-01 eta: 17:27:35 time: 0.6208 data_time: 0.0764 memory: 16132 grad_norm: 1.2783 loss: 2.8603 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.8603 2023/07/21 00:11:44 - mmengine - INFO - Epoch(train) [14][1900/9365] lr: 1.6864e-01 eta: 17:27:22 time: 0.5974 data_time: 0.0733 memory: 16132 grad_norm: 1.2437 loss: 2.7591 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.7591 2023/07/21 00:11:56 - mmengine - INFO - Epoch(train) [14][1920/9365] lr: 1.6859e-01 eta: 17:27:09 time: 0.6130 data_time: 0.0788 memory: 16132 grad_norm: 1.2308 loss: 2.7358 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7358 2023/07/21 00:12:08 - mmengine - INFO - Epoch(train) [14][1940/9365] lr: 1.6853e-01 eta: 17:26:56 time: 0.5942 data_time: 0.0847 memory: 16132 grad_norm: 1.2677 loss: 2.8666 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8666 2023/07/21 00:12:20 - mmengine - INFO - Epoch(train) [14][1960/9365] lr: 1.6848e-01 eta: 17:26:43 time: 0.6183 data_time: 0.0788 memory: 16132 grad_norm: 1.2523 loss: 2.7133 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7133 2023/07/21 00:12:32 - mmengine - INFO - Epoch(train) [14][1980/9365] lr: 1.6842e-01 eta: 17:26:30 time: 0.5943 data_time: 0.0826 memory: 16132 grad_norm: 1.2580 loss: 2.9020 top1_acc: 0.4375 top5_acc: 0.5312 loss_cls: 2.9020 2023/07/21 00:12:44 - mmengine - INFO - Epoch(train) [14][2000/9365] lr: 1.6837e-01 eta: 17:26:17 time: 0.6124 data_time: 0.1081 memory: 16132 grad_norm: 1.2450 loss: 2.7402 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7402 2023/07/21 00:12:57 - mmengine - INFO - Epoch(train) [14][2020/9365] lr: 1.6831e-01 eta: 17:26:05 time: 0.6105 data_time: 0.0852 memory: 16132 grad_norm: 1.2691 loss: 2.7480 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7480 2023/07/21 00:13:08 - mmengine - INFO - Epoch(train) [14][2040/9365] lr: 1.6825e-01 eta: 17:25:51 time: 0.5898 data_time: 0.0798 memory: 16132 grad_norm: 1.2585 loss: 2.9055 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.9055 2023/07/21 00:13:21 - mmengine - INFO - Epoch(train) [14][2060/9365] lr: 1.6820e-01 eta: 17:25:39 time: 0.6290 data_time: 0.0821 memory: 16132 grad_norm: 1.2492 loss: 2.8338 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8338 2023/07/21 00:13:33 - mmengine - INFO - Epoch(train) [14][2080/9365] lr: 1.6814e-01 eta: 17:25:26 time: 0.6048 data_time: 0.0845 memory: 16132 grad_norm: 1.2197 loss: 2.7173 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7173 2023/07/21 00:13:46 - mmengine - INFO - Epoch(train) [14][2100/9365] lr: 1.6809e-01 eta: 17:25:14 time: 0.6313 data_time: 0.0766 memory: 16132 grad_norm: 1.2557 loss: 2.6897 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6897 2023/07/21 00:13:58 - mmengine - INFO - Epoch(train) [14][2120/9365] lr: 1.6803e-01 eta: 17:25:02 time: 0.6350 data_time: 0.0845 memory: 16132 grad_norm: 1.2493 loss: 2.9014 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.9014 2023/07/21 00:14:12 - mmengine - INFO - Epoch(train) [14][2140/9365] lr: 1.6798e-01 eta: 17:24:50 time: 0.6508 data_time: 0.0844 memory: 16132 grad_norm: 1.2794 loss: 2.7113 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7113 2023/07/21 00:14:24 - mmengine - INFO - Epoch(train) [14][2160/9365] lr: 1.6792e-01 eta: 17:24:38 time: 0.6231 data_time: 0.0987 memory: 16132 grad_norm: 1.2851 loss: 2.7272 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.7272 2023/07/21 00:14:36 - mmengine - INFO - Epoch(train) [14][2180/9365] lr: 1.6787e-01 eta: 17:24:25 time: 0.6022 data_time: 0.0998 memory: 16132 grad_norm: 1.2437 loss: 2.6966 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6966 2023/07/21 00:14:48 - mmengine - INFO - Epoch(train) [14][2200/9365] lr: 1.6781e-01 eta: 17:24:12 time: 0.6057 data_time: 0.0864 memory: 16132 grad_norm: 1.2530 loss: 2.7986 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.7986 2023/07/21 00:15:00 - mmengine - INFO - Epoch(train) [14][2220/9365] lr: 1.6776e-01 eta: 17:23:58 time: 0.5897 data_time: 0.0837 memory: 16132 grad_norm: 1.2533 loss: 2.7988 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.7988 2023/07/21 00:15:13 - mmengine - INFO - Epoch(train) [14][2240/9365] lr: 1.6770e-01 eta: 17:23:46 time: 0.6283 data_time: 0.1148 memory: 16132 grad_norm: 1.2513 loss: 2.7228 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7228 2023/07/21 00:15:22 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 00:15:25 - mmengine - INFO - Epoch(train) [14][2260/9365] lr: 1.6765e-01 eta: 17:23:33 time: 0.6087 data_time: 0.1152 memory: 16132 grad_norm: 1.2660 loss: 2.7288 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.7288 2023/07/21 00:15:37 - mmengine - INFO - Epoch(train) [14][2280/9365] lr: 1.6759e-01 eta: 17:23:20 time: 0.5940 data_time: 0.0766 memory: 16132 grad_norm: 1.3046 loss: 2.7753 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.7753 2023/07/21 00:15:49 - mmengine - INFO - Epoch(train) [14][2300/9365] lr: 1.6754e-01 eta: 17:23:07 time: 0.6127 data_time: 0.0821 memory: 16132 grad_norm: 1.2289 loss: 2.7085 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7085 2023/07/21 00:16:01 - mmengine - INFO - Epoch(train) [14][2320/9365] lr: 1.6748e-01 eta: 17:22:54 time: 0.6013 data_time: 0.0935 memory: 16132 grad_norm: 1.2417 loss: 2.8533 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8533 2023/07/21 00:16:13 - mmengine - INFO - Epoch(train) [14][2340/9365] lr: 1.6743e-01 eta: 17:22:41 time: 0.6112 data_time: 0.0778 memory: 16132 grad_norm: 1.2579 loss: 2.7111 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.7111 2023/07/21 00:16:26 - mmengine - INFO - Epoch(train) [14][2360/9365] lr: 1.6737e-01 eta: 17:22:29 time: 0.6336 data_time: 0.0914 memory: 16132 grad_norm: 1.2594 loss: 2.7666 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.7666 2023/07/21 00:16:38 - mmengine - INFO - Epoch(train) [14][2380/9365] lr: 1.6732e-01 eta: 17:22:16 time: 0.5857 data_time: 0.0841 memory: 16132 grad_norm: 1.2858 loss: 2.7682 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.7682 2023/07/21 00:16:50 - mmengine - INFO - Epoch(train) [14][2400/9365] lr: 1.6726e-01 eta: 17:22:04 time: 0.6340 data_time: 0.1131 memory: 16132 grad_norm: 1.2592 loss: 2.7584 top1_acc: 0.2188 top5_acc: 0.4688 loss_cls: 2.7584 2023/07/21 00:17:03 - mmengine - INFO - Epoch(train) [14][2420/9365] lr: 1.6721e-01 eta: 17:21:51 time: 0.6161 data_time: 0.0996 memory: 16132 grad_norm: 1.2508 loss: 2.7803 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.7803 2023/07/21 00:17:15 - mmengine - INFO - Epoch(train) [14][2440/9365] lr: 1.6715e-01 eta: 17:21:38 time: 0.6125 data_time: 0.0780 memory: 16132 grad_norm: 1.2635 loss: 2.6407 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.6407 2023/07/21 00:17:27 - mmengine - INFO - Epoch(train) [14][2460/9365] lr: 1.6710e-01 eta: 17:21:25 time: 0.5890 data_time: 0.0753 memory: 16132 grad_norm: 1.2651 loss: 2.6647 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.6647 2023/07/21 00:17:40 - mmengine - INFO - Epoch(train) [14][2480/9365] lr: 1.6704e-01 eta: 17:21:13 time: 0.6330 data_time: 0.0864 memory: 16132 grad_norm: 1.2463 loss: 2.7810 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.7810 2023/07/21 00:17:52 - mmengine - INFO - Epoch(train) [14][2500/9365] lr: 1.6699e-01 eta: 17:21:00 time: 0.6000 data_time: 0.0797 memory: 16132 grad_norm: 1.2335 loss: 2.8226 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8226 2023/07/21 00:18:04 - mmengine - INFO - Epoch(train) [14][2520/9365] lr: 1.6693e-01 eta: 17:20:46 time: 0.5957 data_time: 0.0838 memory: 16132 grad_norm: 1.2673 loss: 2.7855 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7855 2023/07/21 00:18:16 - mmengine - INFO - Epoch(train) [14][2540/9365] lr: 1.6688e-01 eta: 17:20:34 time: 0.6106 data_time: 0.0816 memory: 16132 grad_norm: 1.2434 loss: 2.7484 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7484 2023/07/21 00:18:28 - mmengine - INFO - Epoch(train) [14][2560/9365] lr: 1.6682e-01 eta: 17:20:21 time: 0.6189 data_time: 0.0840 memory: 16132 grad_norm: 1.2804 loss: 2.6900 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6900 2023/07/21 00:18:40 - mmengine - INFO - Epoch(train) [14][2580/9365] lr: 1.6677e-01 eta: 17:20:08 time: 0.5991 data_time: 0.0854 memory: 16132 grad_norm: 1.2418 loss: 2.6610 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.6610 2023/07/21 00:18:52 - mmengine - INFO - Epoch(train) [14][2600/9365] lr: 1.6671e-01 eta: 17:19:55 time: 0.6078 data_time: 0.0733 memory: 16132 grad_norm: 1.2551 loss: 2.8957 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.8957 2023/07/21 00:19:04 - mmengine - INFO - Epoch(train) [14][2620/9365] lr: 1.6666e-01 eta: 17:19:42 time: 0.5931 data_time: 0.0773 memory: 16132 grad_norm: 1.2403 loss: 2.7870 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7870 2023/07/21 00:19:17 - mmengine - INFO - Epoch(train) [14][2640/9365] lr: 1.6660e-01 eta: 17:19:29 time: 0.6291 data_time: 0.1191 memory: 16132 grad_norm: 1.2851 loss: 2.7664 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7664 2023/07/21 00:19:29 - mmengine - INFO - Epoch(train) [14][2660/9365] lr: 1.6654e-01 eta: 17:19:16 time: 0.5891 data_time: 0.0808 memory: 16132 grad_norm: 1.2467 loss: 2.7310 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.7310 2023/07/21 00:19:41 - mmengine - INFO - Epoch(train) [14][2680/9365] lr: 1.6649e-01 eta: 17:19:02 time: 0.5938 data_time: 0.0775 memory: 16132 grad_norm: 1.2304 loss: 2.7410 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.7410 2023/07/21 00:19:53 - mmengine - INFO - Epoch(train) [14][2700/9365] lr: 1.6643e-01 eta: 17:18:50 time: 0.6086 data_time: 0.0769 memory: 16132 grad_norm: 1.2716 loss: 2.7978 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.7978 2023/07/21 00:20:05 - mmengine - INFO - Epoch(train) [14][2720/9365] lr: 1.6638e-01 eta: 17:18:36 time: 0.5921 data_time: 0.0812 memory: 16132 grad_norm: 1.2679 loss: 2.8626 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8626 2023/07/21 00:20:17 - mmengine - INFO - Epoch(train) [14][2740/9365] lr: 1.6632e-01 eta: 17:18:24 time: 0.6272 data_time: 0.0794 memory: 16132 grad_norm: 1.2317 loss: 2.6539 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6539 2023/07/21 00:20:29 - mmengine - INFO - Epoch(train) [14][2760/9365] lr: 1.6627e-01 eta: 17:18:11 time: 0.5938 data_time: 0.0815 memory: 16132 grad_norm: 1.2916 loss: 2.7058 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.7058 2023/07/21 00:20:41 - mmengine - INFO - Epoch(train) [14][2780/9365] lr: 1.6621e-01 eta: 17:17:58 time: 0.6028 data_time: 0.0802 memory: 16132 grad_norm: 1.2856 loss: 2.6809 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6809 2023/07/21 00:20:53 - mmengine - INFO - Epoch(train) [14][2800/9365] lr: 1.6616e-01 eta: 17:17:44 time: 0.5973 data_time: 0.0790 memory: 16132 grad_norm: 1.2436 loss: 2.7520 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.7520 2023/07/21 00:21:05 - mmengine - INFO - Epoch(train) [14][2820/9365] lr: 1.6610e-01 eta: 17:17:31 time: 0.6054 data_time: 0.0913 memory: 16132 grad_norm: 1.2437 loss: 2.6314 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.6314 2023/07/21 00:21:18 - mmengine - INFO - Epoch(train) [14][2840/9365] lr: 1.6605e-01 eta: 17:17:20 time: 0.6516 data_time: 0.0817 memory: 16132 grad_norm: 1.2198 loss: 2.7930 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7930 2023/07/21 00:21:31 - mmengine - INFO - Epoch(train) [14][2860/9365] lr: 1.6599e-01 eta: 17:17:08 time: 0.6242 data_time: 0.1009 memory: 16132 grad_norm: 1.2522 loss: 2.6588 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.6588 2023/07/21 00:21:43 - mmengine - INFO - Epoch(train) [14][2880/9365] lr: 1.6594e-01 eta: 17:16:55 time: 0.6057 data_time: 0.1010 memory: 16132 grad_norm: 1.2613 loss: 2.8571 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.8571 2023/07/21 00:21:55 - mmengine - INFO - Epoch(train) [14][2900/9365] lr: 1.6588e-01 eta: 17:16:41 time: 0.5902 data_time: 0.0908 memory: 16132 grad_norm: 1.2608 loss: 2.5558 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.5558 2023/07/21 00:22:07 - mmengine - INFO - Epoch(train) [14][2920/9365] lr: 1.6583e-01 eta: 17:16:29 time: 0.6245 data_time: 0.0941 memory: 16132 grad_norm: 1.2669 loss: 2.7400 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7400 2023/07/21 00:22:20 - mmengine - INFO - Epoch(train) [14][2940/9365] lr: 1.6577e-01 eta: 17:16:17 time: 0.6271 data_time: 0.0815 memory: 16132 grad_norm: 1.2635 loss: 2.5710 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.5710 2023/07/21 00:22:32 - mmengine - INFO - Epoch(train) [14][2960/9365] lr: 1.6572e-01 eta: 17:16:03 time: 0.5985 data_time: 0.0812 memory: 16132 grad_norm: 1.2733 loss: 2.7914 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.7914 2023/07/21 00:22:44 - mmengine - INFO - Epoch(train) [14][2980/9365] lr: 1.6566e-01 eta: 17:15:50 time: 0.6028 data_time: 0.0987 memory: 16132 grad_norm: 1.2891 loss: 2.8656 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8656 2023/07/21 00:22:56 - mmengine - INFO - Epoch(train) [14][3000/9365] lr: 1.6561e-01 eta: 17:15:37 time: 0.5927 data_time: 0.0813 memory: 16132 grad_norm: 1.2613 loss: 2.9142 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9142 2023/07/21 00:23:08 - mmengine - INFO - Epoch(train) [14][3020/9365] lr: 1.6555e-01 eta: 17:15:24 time: 0.6149 data_time: 0.0874 memory: 16132 grad_norm: 1.2258 loss: 2.7193 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.7193 2023/07/21 00:23:20 - mmengine - INFO - Epoch(train) [14][3040/9365] lr: 1.6550e-01 eta: 17:15:11 time: 0.5998 data_time: 0.0828 memory: 16132 grad_norm: 1.2722 loss: 2.6917 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.6917 2023/07/21 00:23:32 - mmengine - INFO - Epoch(train) [14][3060/9365] lr: 1.6544e-01 eta: 17:14:58 time: 0.6028 data_time: 0.1130 memory: 16132 grad_norm: 1.2694 loss: 2.8199 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 2.8199 2023/07/21 00:23:44 - mmengine - INFO - Epoch(train) [14][3080/9365] lr: 1.6539e-01 eta: 17:14:45 time: 0.6084 data_time: 0.0777 memory: 16132 grad_norm: 1.2777 loss: 2.5898 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.5898 2023/07/21 00:23:57 - mmengine - INFO - Epoch(train) [14][3100/9365] lr: 1.6533e-01 eta: 17:14:33 time: 0.6255 data_time: 0.0763 memory: 16132 grad_norm: 1.2566 loss: 2.7147 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.7147 2023/07/21 00:24:09 - mmengine - INFO - Epoch(train) [14][3120/9365] lr: 1.6528e-01 eta: 17:14:20 time: 0.5974 data_time: 0.0868 memory: 16132 grad_norm: 1.2803 loss: 2.8110 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8110 2023/07/21 00:24:21 - mmengine - INFO - Epoch(train) [14][3140/9365] lr: 1.6522e-01 eta: 17:14:07 time: 0.6120 data_time: 0.0905 memory: 16132 grad_norm: 1.2409 loss: 2.7219 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7219 2023/07/21 00:24:33 - mmengine - INFO - Epoch(train) [14][3160/9365] lr: 1.6517e-01 eta: 17:13:54 time: 0.6133 data_time: 0.0863 memory: 16132 grad_norm: 1.2550 loss: 2.5822 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5822 2023/07/21 00:24:46 - mmengine - INFO - Epoch(train) [14][3180/9365] lr: 1.6511e-01 eta: 17:13:42 time: 0.6119 data_time: 0.0744 memory: 16132 grad_norm: 1.2433 loss: 2.7931 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.7931 2023/07/21 00:24:58 - mmengine - INFO - Epoch(train) [14][3200/9365] lr: 1.6506e-01 eta: 17:13:29 time: 0.6158 data_time: 0.0870 memory: 16132 grad_norm: 1.2582 loss: 2.7360 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.7360 2023/07/21 00:25:10 - mmengine - INFO - Epoch(train) [14][3220/9365] lr: 1.6500e-01 eta: 17:13:15 time: 0.5745 data_time: 0.0817 memory: 16132 grad_norm: 1.2697 loss: 2.5241 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.5241 2023/07/21 00:25:22 - mmengine - INFO - Epoch(train) [14][3240/9365] lr: 1.6495e-01 eta: 17:13:02 time: 0.6130 data_time: 0.0864 memory: 16132 grad_norm: 1.2612 loss: 2.7748 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.7748 2023/07/21 00:25:31 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 00:25:34 - mmengine - INFO - Epoch(train) [14][3260/9365] lr: 1.6489e-01 eta: 17:12:49 time: 0.6063 data_time: 0.0911 memory: 16132 grad_norm: 1.2473 loss: 2.7520 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7520 2023/07/21 00:25:47 - mmengine - INFO - Epoch(train) [14][3280/9365] lr: 1.6484e-01 eta: 17:12:37 time: 0.6372 data_time: 0.1056 memory: 16132 grad_norm: 1.2214 loss: 2.7250 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.7250 2023/07/21 00:25:59 - mmengine - INFO - Epoch(train) [14][3300/9365] lr: 1.6478e-01 eta: 17:12:25 time: 0.6049 data_time: 0.0869 memory: 16132 grad_norm: 1.2615 loss: 2.6392 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6392 2023/07/21 00:26:12 - mmengine - INFO - Epoch(train) [14][3320/9365] lr: 1.6473e-01 eta: 17:12:13 time: 0.6390 data_time: 0.0915 memory: 16132 grad_norm: 1.2637 loss: 2.5516 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.5516 2023/07/21 00:26:24 - mmengine - INFO - Epoch(train) [14][3340/9365] lr: 1.6467e-01 eta: 17:12:00 time: 0.6027 data_time: 0.0872 memory: 16132 grad_norm: 1.2757 loss: 2.8091 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.8091 2023/07/21 00:26:36 - mmengine - INFO - Epoch(train) [14][3360/9365] lr: 1.6462e-01 eta: 17:11:46 time: 0.5934 data_time: 0.0782 memory: 16132 grad_norm: 1.2973 loss: 2.7822 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.7822 2023/07/21 00:26:48 - mmengine - INFO - Epoch(train) [14][3380/9365] lr: 1.6456e-01 eta: 17:11:34 time: 0.6151 data_time: 0.0787 memory: 16132 grad_norm: 1.2553 loss: 2.8111 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.8111 2023/07/21 00:27:00 - mmengine - INFO - Epoch(train) [14][3400/9365] lr: 1.6451e-01 eta: 17:11:20 time: 0.5853 data_time: 0.0733 memory: 16132 grad_norm: 1.2608 loss: 2.7266 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.7266 2023/07/21 00:27:12 - mmengine - INFO - Epoch(train) [14][3420/9365] lr: 1.6445e-01 eta: 17:11:07 time: 0.5992 data_time: 0.0791 memory: 16132 grad_norm: 1.2909 loss: 2.6930 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6930 2023/07/21 00:27:25 - mmengine - INFO - Epoch(train) [14][3440/9365] lr: 1.6440e-01 eta: 17:10:55 time: 0.6484 data_time: 0.0902 memory: 16132 grad_norm: 1.2816 loss: 2.8801 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.8801 2023/07/21 00:27:37 - mmengine - INFO - Epoch(train) [14][3460/9365] lr: 1.6434e-01 eta: 17:10:43 time: 0.6241 data_time: 0.0925 memory: 16132 grad_norm: 1.2763 loss: 2.8385 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.8385 2023/07/21 00:27:50 - mmengine - INFO - Epoch(train) [14][3480/9365] lr: 1.6429e-01 eta: 17:10:31 time: 0.6229 data_time: 0.1006 memory: 16132 grad_norm: 1.2564 loss: 2.8567 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.8567 2023/07/21 00:28:01 - mmengine - INFO - Epoch(train) [14][3500/9365] lr: 1.6423e-01 eta: 17:10:17 time: 0.5867 data_time: 0.0866 memory: 16132 grad_norm: 1.2446 loss: 2.8104 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.8104 2023/07/21 00:28:15 - mmengine - INFO - Epoch(train) [14][3520/9365] lr: 1.6418e-01 eta: 17:10:06 time: 0.6521 data_time: 0.0741 memory: 16132 grad_norm: 1.2868 loss: 2.8109 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8109 2023/07/21 00:28:27 - mmengine - INFO - Epoch(train) [14][3540/9365] lr: 1.6412e-01 eta: 17:09:53 time: 0.6109 data_time: 0.0859 memory: 16132 grad_norm: 1.2713 loss: 2.7370 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7370 2023/07/21 00:28:39 - mmengine - INFO - Epoch(train) [14][3560/9365] lr: 1.6407e-01 eta: 17:09:40 time: 0.5987 data_time: 0.0939 memory: 16132 grad_norm: 1.2729 loss: 2.6546 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.6546 2023/07/21 00:28:51 - mmengine - INFO - Epoch(train) [14][3580/9365] lr: 1.6401e-01 eta: 17:09:27 time: 0.6070 data_time: 0.0758 memory: 16132 grad_norm: 1.2920 loss: 2.6734 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6734 2023/07/21 00:29:03 - mmengine - INFO - Epoch(train) [14][3600/9365] lr: 1.6396e-01 eta: 17:09:14 time: 0.6028 data_time: 0.0846 memory: 16132 grad_norm: 1.2651 loss: 2.7819 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7819 2023/07/21 00:29:16 - mmengine - INFO - Epoch(train) [14][3620/9365] lr: 1.6390e-01 eta: 17:09:02 time: 0.6323 data_time: 0.0755 memory: 16132 grad_norm: 1.2300 loss: 2.7884 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.7884 2023/07/21 00:29:28 - mmengine - INFO - Epoch(train) [14][3640/9365] lr: 1.6385e-01 eta: 17:08:49 time: 0.6096 data_time: 0.0889 memory: 16132 grad_norm: 1.2639 loss: 2.7207 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7207 2023/07/21 00:29:40 - mmengine - INFO - Epoch(train) [14][3660/9365] lr: 1.6379e-01 eta: 17:08:36 time: 0.6173 data_time: 0.0794 memory: 16132 grad_norm: 1.2700 loss: 2.7645 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.7645 2023/07/21 00:29:53 - mmengine - INFO - Epoch(train) [14][3680/9365] lr: 1.6374e-01 eta: 17:08:24 time: 0.6224 data_time: 0.0823 memory: 16132 grad_norm: 1.2588 loss: 2.6257 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6257 2023/07/21 00:30:05 - mmengine - INFO - Epoch(train) [14][3700/9365] lr: 1.6368e-01 eta: 17:08:11 time: 0.6031 data_time: 0.0831 memory: 16132 grad_norm: 1.2491 loss: 2.6495 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6495 2023/07/21 00:30:17 - mmengine - INFO - Epoch(train) [14][3720/9365] lr: 1.6363e-01 eta: 17:07:58 time: 0.6118 data_time: 0.0838 memory: 16132 grad_norm: 1.2523 loss: 2.8760 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.8760 2023/07/21 00:30:29 - mmengine - INFO - Epoch(train) [14][3740/9365] lr: 1.6357e-01 eta: 17:07:45 time: 0.6081 data_time: 0.0884 memory: 16132 grad_norm: 1.2793 loss: 2.7811 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.7811 2023/07/21 00:30:41 - mmengine - INFO - Epoch(train) [14][3760/9365] lr: 1.6352e-01 eta: 17:07:32 time: 0.5972 data_time: 0.1002 memory: 16132 grad_norm: 1.2630 loss: 2.6825 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.6825 2023/07/21 00:30:54 - mmengine - INFO - Epoch(train) [14][3780/9365] lr: 1.6346e-01 eta: 17:07:19 time: 0.6125 data_time: 0.0821 memory: 16132 grad_norm: 1.2555 loss: 2.6617 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6617 2023/07/21 00:31:06 - mmengine - INFO - Epoch(train) [14][3800/9365] lr: 1.6341e-01 eta: 17:07:07 time: 0.6279 data_time: 0.0958 memory: 16132 grad_norm: 1.2477 loss: 2.7380 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7380 2023/07/21 00:31:18 - mmengine - INFO - Epoch(train) [14][3820/9365] lr: 1.6335e-01 eta: 17:06:55 time: 0.6142 data_time: 0.0838 memory: 16132 grad_norm: 1.2389 loss: 2.6739 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6739 2023/07/21 00:31:31 - mmengine - INFO - Epoch(train) [14][3840/9365] lr: 1.6330e-01 eta: 17:06:42 time: 0.6108 data_time: 0.0899 memory: 16132 grad_norm: 1.2664 loss: 2.6509 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6509 2023/07/21 00:31:43 - mmengine - INFO - Epoch(train) [14][3860/9365] lr: 1.6324e-01 eta: 17:06:29 time: 0.6204 data_time: 0.0806 memory: 16132 grad_norm: 1.2378 loss: 2.6211 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.6211 2023/07/21 00:31:55 - mmengine - INFO - Epoch(train) [14][3880/9365] lr: 1.6319e-01 eta: 17:06:16 time: 0.5846 data_time: 0.0813 memory: 16132 grad_norm: 1.2838 loss: 2.8686 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8686 2023/07/21 00:32:07 - mmengine - INFO - Epoch(train) [14][3900/9365] lr: 1.6313e-01 eta: 17:06:04 time: 0.6321 data_time: 0.0905 memory: 16132 grad_norm: 1.2827 loss: 2.7678 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.7678 2023/07/21 00:32:20 - mmengine - INFO - Epoch(train) [14][3920/9365] lr: 1.6308e-01 eta: 17:05:52 time: 0.6314 data_time: 0.0955 memory: 16132 grad_norm: 1.2694 loss: 2.7116 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.7116 2023/07/21 00:32:32 - mmengine - INFO - Epoch(train) [14][3940/9365] lr: 1.6302e-01 eta: 17:05:39 time: 0.6161 data_time: 0.1051 memory: 16132 grad_norm: 1.2577 loss: 2.6528 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6528 2023/07/21 00:32:45 - mmengine - INFO - Epoch(train) [14][3960/9365] lr: 1.6297e-01 eta: 17:05:26 time: 0.6098 data_time: 0.0955 memory: 16132 grad_norm: 1.2885 loss: 2.6481 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.6481 2023/07/21 00:32:56 - mmengine - INFO - Epoch(train) [14][3980/9365] lr: 1.6291e-01 eta: 17:05:13 time: 0.5850 data_time: 0.0848 memory: 16132 grad_norm: 1.2475 loss: 2.9225 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9225 2023/07/21 00:33:09 - mmengine - INFO - Epoch(train) [14][4000/9365] lr: 1.6286e-01 eta: 17:05:00 time: 0.6063 data_time: 0.0780 memory: 16132 grad_norm: 1.2836 loss: 2.6587 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6587 2023/07/21 00:33:22 - mmengine - INFO - Epoch(train) [14][4020/9365] lr: 1.6280e-01 eta: 17:04:48 time: 0.6528 data_time: 0.1197 memory: 16132 grad_norm: 1.2662 loss: 2.8416 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8416 2023/07/21 00:33:33 - mmengine - INFO - Epoch(train) [14][4040/9365] lr: 1.6275e-01 eta: 17:04:35 time: 0.5846 data_time: 0.0755 memory: 16132 grad_norm: 1.2430 loss: 2.6896 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6896 2023/07/21 00:33:46 - mmengine - INFO - Epoch(train) [14][4060/9365] lr: 1.6269e-01 eta: 17:04:22 time: 0.6159 data_time: 0.0957 memory: 16132 grad_norm: 1.2955 loss: 2.8733 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8733 2023/07/21 00:33:58 - mmengine - INFO - Epoch(train) [14][4080/9365] lr: 1.6264e-01 eta: 17:04:09 time: 0.6099 data_time: 0.0761 memory: 16132 grad_norm: 1.2537 loss: 2.7843 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.7843 2023/07/21 00:34:11 - mmengine - INFO - Epoch(train) [14][4100/9365] lr: 1.6258e-01 eta: 17:03:58 time: 0.6387 data_time: 0.0812 memory: 16132 grad_norm: 1.2771 loss: 2.5809 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.5809 2023/07/21 00:34:23 - mmengine - INFO - Epoch(train) [14][4120/9365] lr: 1.6253e-01 eta: 17:03:44 time: 0.5970 data_time: 0.0820 memory: 16132 grad_norm: 1.2879 loss: 2.7060 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.7060 2023/07/21 00:34:35 - mmengine - INFO - Epoch(train) [14][4140/9365] lr: 1.6247e-01 eta: 17:03:32 time: 0.6137 data_time: 0.0805 memory: 16132 grad_norm: 1.2753 loss: 2.8137 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.8137 2023/07/21 00:34:47 - mmengine - INFO - Epoch(train) [14][4160/9365] lr: 1.6242e-01 eta: 17:03:19 time: 0.6208 data_time: 0.0891 memory: 16132 grad_norm: 1.2451 loss: 2.7903 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.7903 2023/07/21 00:35:00 - mmengine - INFO - Epoch(train) [14][4180/9365] lr: 1.6236e-01 eta: 17:03:07 time: 0.6125 data_time: 0.0881 memory: 16132 grad_norm: 1.2844 loss: 2.7236 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7236 2023/07/21 00:35:12 - mmengine - INFO - Epoch(train) [14][4200/9365] lr: 1.6231e-01 eta: 17:02:54 time: 0.6276 data_time: 0.0785 memory: 16132 grad_norm: 1.2848 loss: 2.7905 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.7905 2023/07/21 00:35:24 - mmengine - INFO - Epoch(train) [14][4220/9365] lr: 1.6225e-01 eta: 17:02:41 time: 0.6086 data_time: 0.0927 memory: 16132 grad_norm: 1.2837 loss: 2.7853 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.7853 2023/07/21 00:35:36 - mmengine - INFO - Epoch(train) [14][4240/9365] lr: 1.6220e-01 eta: 17:02:28 time: 0.5983 data_time: 0.0978 memory: 16132 grad_norm: 1.2620 loss: 2.6865 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.6865 2023/07/21 00:35:46 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 00:35:49 - mmengine - INFO - Epoch(train) [14][4260/9365] lr: 1.6214e-01 eta: 17:02:16 time: 0.6391 data_time: 0.0997 memory: 16132 grad_norm: 1.2544 loss: 2.6426 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6426 2023/07/21 00:36:01 - mmengine - INFO - Epoch(train) [14][4280/9365] lr: 1.6209e-01 eta: 17:02:03 time: 0.5906 data_time: 0.0771 memory: 16132 grad_norm: 1.2575 loss: 2.5898 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5898 2023/07/21 00:36:13 - mmengine - INFO - Epoch(train) [14][4300/9365] lr: 1.6203e-01 eta: 17:01:50 time: 0.5989 data_time: 0.0769 memory: 16132 grad_norm: 1.2514 loss: 2.7344 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.7344 2023/07/21 00:36:26 - mmengine - INFO - Epoch(train) [14][4320/9365] lr: 1.6198e-01 eta: 17:01:38 time: 0.6277 data_time: 0.0798 memory: 16132 grad_norm: 1.2788 loss: 2.6563 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6563 2023/07/21 00:36:38 - mmengine - INFO - Epoch(train) [14][4340/9365] lr: 1.6192e-01 eta: 17:01:25 time: 0.6109 data_time: 0.0887 memory: 16132 grad_norm: 1.2792 loss: 2.7614 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7614 2023/07/21 00:36:50 - mmengine - INFO - Epoch(train) [14][4360/9365] lr: 1.6187e-01 eta: 17:01:11 time: 0.5871 data_time: 0.0818 memory: 16132 grad_norm: 1.2901 loss: 2.7089 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.7089 2023/07/21 00:37:02 - mmengine - INFO - Epoch(train) [14][4380/9365] lr: 1.6181e-01 eta: 17:00:59 time: 0.6177 data_time: 0.0866 memory: 16132 grad_norm: 1.3098 loss: 2.8828 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8828 2023/07/21 00:37:15 - mmengine - INFO - Epoch(train) [14][4400/9365] lr: 1.6176e-01 eta: 17:00:47 time: 0.6249 data_time: 0.0861 memory: 16132 grad_norm: 1.2618 loss: 2.8096 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.8096 2023/07/21 00:37:27 - mmengine - INFO - Epoch(train) [14][4420/9365] lr: 1.6170e-01 eta: 17:00:34 time: 0.6220 data_time: 0.0902 memory: 16132 grad_norm: 1.2344 loss: 2.6635 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6635 2023/07/21 00:37:39 - mmengine - INFO - Epoch(train) [14][4440/9365] lr: 1.6165e-01 eta: 17:00:22 time: 0.6149 data_time: 0.1010 memory: 16132 grad_norm: 1.2574 loss: 2.7197 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.7197 2023/07/21 00:37:51 - mmengine - INFO - Epoch(train) [14][4460/9365] lr: 1.6159e-01 eta: 17:00:08 time: 0.5888 data_time: 0.1101 memory: 16132 grad_norm: 1.2557 loss: 2.7564 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7564 2023/07/21 00:38:03 - mmengine - INFO - Epoch(train) [14][4480/9365] lr: 1.6154e-01 eta: 16:59:55 time: 0.5882 data_time: 0.0856 memory: 16132 grad_norm: 1.2937 loss: 2.7326 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.7326 2023/07/21 00:38:15 - mmengine - INFO - Epoch(train) [14][4500/9365] lr: 1.6149e-01 eta: 16:59:42 time: 0.6216 data_time: 0.0765 memory: 16132 grad_norm: 1.2585 loss: 2.7301 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7301 2023/07/21 00:38:28 - mmengine - INFO - Epoch(train) [14][4520/9365] lr: 1.6143e-01 eta: 16:59:30 time: 0.6187 data_time: 0.1132 memory: 16132 grad_norm: 1.2572 loss: 2.6274 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.6274 2023/07/21 00:38:40 - mmengine - INFO - Epoch(train) [14][4540/9365] lr: 1.6138e-01 eta: 16:59:17 time: 0.6153 data_time: 0.0647 memory: 16132 grad_norm: 1.2838 loss: 2.8364 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8364 2023/07/21 00:38:52 - mmengine - INFO - Epoch(train) [14][4560/9365] lr: 1.6132e-01 eta: 16:59:04 time: 0.6069 data_time: 0.0769 memory: 16132 grad_norm: 1.2753 loss: 3.0198 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0198 2023/07/21 00:39:04 - mmengine - INFO - Epoch(train) [14][4580/9365] lr: 1.6127e-01 eta: 16:58:51 time: 0.6041 data_time: 0.1045 memory: 16132 grad_norm: 1.2785 loss: 2.6662 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.6662 2023/07/21 00:39:17 - mmengine - INFO - Epoch(train) [14][4600/9365] lr: 1.6121e-01 eta: 16:58:38 time: 0.6062 data_time: 0.0900 memory: 16132 grad_norm: 1.2902 loss: 2.5638 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.5638 2023/07/21 00:39:28 - mmengine - INFO - Epoch(train) [14][4620/9365] lr: 1.6116e-01 eta: 16:58:25 time: 0.5932 data_time: 0.0849 memory: 16132 grad_norm: 1.2955 loss: 2.7809 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7809 2023/07/21 00:39:41 - mmengine - INFO - Epoch(train) [14][4640/9365] lr: 1.6110e-01 eta: 16:58:13 time: 0.6256 data_time: 0.0796 memory: 16132 grad_norm: 1.2616 loss: 2.7871 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7871 2023/07/21 00:39:53 - mmengine - INFO - Epoch(train) [14][4660/9365] lr: 1.6105e-01 eta: 16:58:00 time: 0.6083 data_time: 0.0982 memory: 16132 grad_norm: 1.2628 loss: 2.7860 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.7860 2023/07/21 00:40:05 - mmengine - INFO - Epoch(train) [14][4680/9365] lr: 1.6099e-01 eta: 16:57:47 time: 0.6016 data_time: 0.0747 memory: 16132 grad_norm: 1.3032 loss: 2.8885 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8885 2023/07/21 00:40:17 - mmengine - INFO - Epoch(train) [14][4700/9365] lr: 1.6094e-01 eta: 16:57:34 time: 0.6122 data_time: 0.0916 memory: 16132 grad_norm: 1.2848 loss: 2.7453 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7453 2023/07/21 00:40:30 - mmengine - INFO - Epoch(train) [14][4720/9365] lr: 1.6088e-01 eta: 16:57:22 time: 0.6413 data_time: 0.1040 memory: 16132 grad_norm: 1.2676 loss: 2.7048 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7048 2023/07/21 00:40:43 - mmengine - INFO - Epoch(train) [14][4740/9365] lr: 1.6083e-01 eta: 16:57:10 time: 0.6148 data_time: 0.0934 memory: 16132 grad_norm: 1.2808 loss: 2.8038 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.8038 2023/07/21 00:40:55 - mmengine - INFO - Epoch(train) [14][4760/9365] lr: 1.6077e-01 eta: 16:56:57 time: 0.6051 data_time: 0.0754 memory: 16132 grad_norm: 1.2669 loss: 2.7093 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.7093 2023/07/21 00:41:07 - mmengine - INFO - Epoch(train) [14][4780/9365] lr: 1.6072e-01 eta: 16:56:45 time: 0.6321 data_time: 0.0882 memory: 16132 grad_norm: 1.2784 loss: 2.7436 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.7436 2023/07/21 00:41:20 - mmengine - INFO - Epoch(train) [14][4800/9365] lr: 1.6066e-01 eta: 16:56:33 time: 0.6463 data_time: 0.0880 memory: 16132 grad_norm: 1.2710 loss: 2.7476 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7476 2023/07/21 00:41:33 - mmengine - INFO - Epoch(train) [14][4820/9365] lr: 1.6061e-01 eta: 16:56:21 time: 0.6284 data_time: 0.0869 memory: 16132 grad_norm: 1.2870 loss: 2.7828 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7828 2023/07/21 00:41:45 - mmengine - INFO - Epoch(train) [14][4840/9365] lr: 1.6055e-01 eta: 16:56:08 time: 0.6005 data_time: 0.0827 memory: 16132 grad_norm: 1.2563 loss: 2.8120 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.8120 2023/07/21 00:41:57 - mmengine - INFO - Epoch(train) [14][4860/9365] lr: 1.6050e-01 eta: 16:55:55 time: 0.6183 data_time: 0.0814 memory: 16132 grad_norm: 1.2479 loss: 2.6718 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6718 2023/07/21 00:42:10 - mmengine - INFO - Epoch(train) [14][4880/9365] lr: 1.6044e-01 eta: 16:55:43 time: 0.6352 data_time: 0.0797 memory: 16132 grad_norm: 1.2821 loss: 2.7196 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7196 2023/07/21 00:42:22 - mmengine - INFO - Epoch(train) [14][4900/9365] lr: 1.6039e-01 eta: 16:55:31 time: 0.6087 data_time: 0.0879 memory: 16132 grad_norm: 1.2722 loss: 2.9060 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.9060 2023/07/21 00:42:35 - mmengine - INFO - Epoch(train) [14][4920/9365] lr: 1.6033e-01 eta: 16:55:18 time: 0.6126 data_time: 0.0857 memory: 16132 grad_norm: 1.2491 loss: 2.6522 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.6522 2023/07/21 00:42:46 - mmengine - INFO - Epoch(train) [14][4940/9365] lr: 1.6028e-01 eta: 16:55:05 time: 0.5935 data_time: 0.1020 memory: 16132 grad_norm: 1.2676 loss: 2.8895 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.8895 2023/07/21 00:42:59 - mmengine - INFO - Epoch(train) [14][4960/9365] lr: 1.6022e-01 eta: 16:54:52 time: 0.6023 data_time: 0.0846 memory: 16132 grad_norm: 1.2500 loss: 2.6810 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.6810 2023/07/21 00:43:11 - mmengine - INFO - Epoch(train) [14][4980/9365] lr: 1.6017e-01 eta: 16:54:39 time: 0.6135 data_time: 0.0798 memory: 16132 grad_norm: 1.2862 loss: 2.7232 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7232 2023/07/21 00:43:23 - mmengine - INFO - Epoch(train) [14][5000/9365] lr: 1.6011e-01 eta: 16:54:26 time: 0.5893 data_time: 0.0879 memory: 16132 grad_norm: 1.3006 loss: 2.8308 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.8308 2023/07/21 00:43:35 - mmengine - INFO - Epoch(train) [14][5020/9365] lr: 1.6006e-01 eta: 16:54:13 time: 0.6245 data_time: 0.1001 memory: 16132 grad_norm: 1.2524 loss: 2.6862 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.6862 2023/07/21 00:43:47 - mmengine - INFO - Epoch(train) [14][5040/9365] lr: 1.6000e-01 eta: 16:54:01 time: 0.6124 data_time: 0.0781 memory: 16132 grad_norm: 1.2743 loss: 2.6795 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 2.6795 2023/07/21 00:44:00 - mmengine - INFO - Epoch(train) [14][5060/9365] lr: 1.5995e-01 eta: 16:53:48 time: 0.6065 data_time: 0.1068 memory: 16132 grad_norm: 1.2566 loss: 2.8504 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8504 2023/07/21 00:44:11 - mmengine - INFO - Epoch(train) [14][5080/9365] lr: 1.5990e-01 eta: 16:53:34 time: 0.5910 data_time: 0.1014 memory: 16132 grad_norm: 1.2612 loss: 2.7025 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7025 2023/07/21 00:44:24 - mmengine - INFO - Epoch(train) [14][5100/9365] lr: 1.5984e-01 eta: 16:53:22 time: 0.6163 data_time: 0.0826 memory: 16132 grad_norm: 1.2942 loss: 2.6499 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6499 2023/07/21 00:44:36 - mmengine - INFO - Epoch(train) [14][5120/9365] lr: 1.5979e-01 eta: 16:53:09 time: 0.6249 data_time: 0.0936 memory: 16132 grad_norm: 1.2580 loss: 2.8924 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.8924 2023/07/21 00:44:48 - mmengine - INFO - Epoch(train) [14][5140/9365] lr: 1.5973e-01 eta: 16:52:56 time: 0.6037 data_time: 0.0828 memory: 16132 grad_norm: 1.2569 loss: 2.7754 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.7754 2023/07/21 00:45:00 - mmengine - INFO - Epoch(train) [14][5160/9365] lr: 1.5968e-01 eta: 16:52:43 time: 0.5889 data_time: 0.0824 memory: 16132 grad_norm: 1.2801 loss: 2.6828 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6828 2023/07/21 00:45:13 - mmengine - INFO - Epoch(train) [14][5180/9365] lr: 1.5962e-01 eta: 16:52:31 time: 0.6400 data_time: 0.1006 memory: 16132 grad_norm: 1.2657 loss: 2.6678 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.6678 2023/07/21 00:45:25 - mmengine - INFO - Epoch(train) [14][5200/9365] lr: 1.5957e-01 eta: 16:52:18 time: 0.5971 data_time: 0.0904 memory: 16132 grad_norm: 1.2510 loss: 2.7443 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.7443 2023/07/21 00:45:38 - mmengine - INFO - Epoch(train) [14][5220/9365] lr: 1.5951e-01 eta: 16:52:06 time: 0.6304 data_time: 0.1052 memory: 16132 grad_norm: 1.2542 loss: 2.7306 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7306 2023/07/21 00:45:50 - mmengine - INFO - Epoch(train) [14][5240/9365] lr: 1.5946e-01 eta: 16:51:53 time: 0.5943 data_time: 0.0856 memory: 16132 grad_norm: 1.2758 loss: 2.7081 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7081 2023/07/21 00:45:59 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 00:46:02 - mmengine - INFO - Epoch(train) [14][5260/9365] lr: 1.5940e-01 eta: 16:51:40 time: 0.6293 data_time: 0.0900 memory: 16132 grad_norm: 1.2749 loss: 2.7919 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.7919 2023/07/21 00:46:15 - mmengine - INFO - Epoch(train) [14][5280/9365] lr: 1.5935e-01 eta: 16:51:28 time: 0.6222 data_time: 0.0783 memory: 16132 grad_norm: 1.2969 loss: 2.6891 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.6891 2023/07/21 00:46:27 - mmengine - INFO - Epoch(train) [14][5300/9365] lr: 1.5929e-01 eta: 16:51:16 time: 0.6186 data_time: 0.0839 memory: 16132 grad_norm: 1.2834 loss: 2.7073 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7073 2023/07/21 00:46:40 - mmengine - INFO - Epoch(train) [14][5320/9365] lr: 1.5924e-01 eta: 16:51:04 time: 0.6392 data_time: 0.1120 memory: 16132 grad_norm: 1.2838 loss: 2.6179 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.6179 2023/07/21 00:46:52 - mmengine - INFO - Epoch(train) [14][5340/9365] lr: 1.5918e-01 eta: 16:50:50 time: 0.5828 data_time: 0.0836 memory: 16132 grad_norm: 1.2677 loss: 2.6313 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6313 2023/07/21 00:47:04 - mmengine - INFO - Epoch(train) [14][5360/9365] lr: 1.5913e-01 eta: 16:50:37 time: 0.5986 data_time: 0.0754 memory: 16132 grad_norm: 1.2665 loss: 2.7105 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.7105 2023/07/21 00:47:16 - mmengine - INFO - Epoch(train) [14][5380/9365] lr: 1.5907e-01 eta: 16:50:24 time: 0.6030 data_time: 0.0897 memory: 16132 grad_norm: 1.2811 loss: 2.8633 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.8633 2023/07/21 00:47:28 - mmengine - INFO - Epoch(train) [14][5400/9365] lr: 1.5902e-01 eta: 16:50:11 time: 0.5986 data_time: 0.0777 memory: 16132 grad_norm: 1.3030 loss: 2.7710 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.7710 2023/07/21 00:47:40 - mmengine - INFO - Epoch(train) [14][5420/9365] lr: 1.5896e-01 eta: 16:49:59 time: 0.6403 data_time: 0.0753 memory: 16132 grad_norm: 1.2976 loss: 2.7779 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7779 2023/07/21 00:47:53 - mmengine - INFO - Epoch(train) [14][5440/9365] lr: 1.5891e-01 eta: 16:49:47 time: 0.6195 data_time: 0.0859 memory: 16132 grad_norm: 1.2698 loss: 2.6138 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6138 2023/07/21 00:48:05 - mmengine - INFO - Epoch(train) [14][5460/9365] lr: 1.5886e-01 eta: 16:49:33 time: 0.5986 data_time: 0.0770 memory: 16132 grad_norm: 1.2650 loss: 2.8068 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.8068 2023/07/21 00:48:17 - mmengine - INFO - Epoch(train) [14][5480/9365] lr: 1.5880e-01 eta: 16:49:21 time: 0.6050 data_time: 0.0823 memory: 16132 grad_norm: 1.2958 loss: 2.6654 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.6654 2023/07/21 00:48:29 - mmengine - INFO - Epoch(train) [14][5500/9365] lr: 1.5875e-01 eta: 16:49:08 time: 0.6237 data_time: 0.0896 memory: 16132 grad_norm: 1.2938 loss: 2.8607 top1_acc: 0.5312 top5_acc: 0.6250 loss_cls: 2.8607 2023/07/21 00:48:41 - mmengine - INFO - Epoch(train) [14][5520/9365] lr: 1.5869e-01 eta: 16:48:55 time: 0.5961 data_time: 0.0823 memory: 16132 grad_norm: 1.2742 loss: 2.7224 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7224 2023/07/21 00:48:54 - mmengine - INFO - Epoch(train) [14][5540/9365] lr: 1.5864e-01 eta: 16:48:42 time: 0.6161 data_time: 0.0761 memory: 16132 grad_norm: 1.2781 loss: 2.7570 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.7570 2023/07/21 00:49:06 - mmengine - INFO - Epoch(train) [14][5560/9365] lr: 1.5858e-01 eta: 16:48:30 time: 0.6156 data_time: 0.0930 memory: 16132 grad_norm: 1.2605 loss: 2.6475 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.6475 2023/07/21 00:49:18 - mmengine - INFO - Epoch(train) [14][5580/9365] lr: 1.5853e-01 eta: 16:48:17 time: 0.5985 data_time: 0.0839 memory: 16132 grad_norm: 1.2899 loss: 2.8332 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8332 2023/07/21 00:49:31 - mmengine - INFO - Epoch(train) [14][5600/9365] lr: 1.5847e-01 eta: 16:48:05 time: 0.6367 data_time: 0.0794 memory: 16132 grad_norm: 1.2869 loss: 2.6030 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6030 2023/07/21 00:49:43 - mmengine - INFO - Epoch(train) [14][5620/9365] lr: 1.5842e-01 eta: 16:47:53 time: 0.6291 data_time: 0.0816 memory: 16132 grad_norm: 1.3183 loss: 2.7810 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7810 2023/07/21 00:49:55 - mmengine - INFO - Epoch(train) [14][5640/9365] lr: 1.5836e-01 eta: 16:47:39 time: 0.5876 data_time: 0.0914 memory: 16132 grad_norm: 1.2511 loss: 2.8040 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.8040 2023/07/21 00:50:08 - mmengine - INFO - Epoch(train) [14][5660/9365] lr: 1.5831e-01 eta: 16:47:27 time: 0.6188 data_time: 0.0937 memory: 16132 grad_norm: 1.2854 loss: 2.7275 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.7275 2023/07/21 00:50:20 - mmengine - INFO - Epoch(train) [14][5680/9365] lr: 1.5825e-01 eta: 16:47:14 time: 0.6023 data_time: 0.0979 memory: 16132 grad_norm: 1.2998 loss: 2.6137 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.6137 2023/07/21 00:50:32 - mmengine - INFO - Epoch(train) [14][5700/9365] lr: 1.5820e-01 eta: 16:47:00 time: 0.5920 data_time: 0.0765 memory: 16132 grad_norm: 1.2845 loss: 2.8799 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8799 2023/07/21 00:50:44 - mmengine - INFO - Epoch(train) [14][5720/9365] lr: 1.5814e-01 eta: 16:46:48 time: 0.6286 data_time: 0.0704 memory: 16132 grad_norm: 1.2672 loss: 2.7519 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7519 2023/07/21 00:50:56 - mmengine - INFO - Epoch(train) [14][5740/9365] lr: 1.5809e-01 eta: 16:46:35 time: 0.6048 data_time: 0.0821 memory: 16132 grad_norm: 1.3141 loss: 2.7522 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.7522 2023/07/21 00:51:09 - mmengine - INFO - Epoch(train) [14][5760/9365] lr: 1.5803e-01 eta: 16:46:23 time: 0.6209 data_time: 0.0807 memory: 16132 grad_norm: 1.2808 loss: 2.5905 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5905 2023/07/21 00:51:21 - mmengine - INFO - Epoch(train) [14][5780/9365] lr: 1.5798e-01 eta: 16:46:10 time: 0.5989 data_time: 0.0878 memory: 16132 grad_norm: 1.2825 loss: 2.7606 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.7606 2023/07/21 00:51:33 - mmengine - INFO - Epoch(train) [14][5800/9365] lr: 1.5793e-01 eta: 16:45:56 time: 0.5924 data_time: 0.0776 memory: 16132 grad_norm: 1.2589 loss: 2.8983 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8983 2023/07/21 00:51:45 - mmengine - INFO - Epoch(train) [14][5820/9365] lr: 1.5787e-01 eta: 16:45:45 time: 0.6411 data_time: 0.0909 memory: 16132 grad_norm: 1.2930 loss: 2.5826 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5826 2023/07/21 00:51:57 - mmengine - INFO - Epoch(train) [14][5840/9365] lr: 1.5782e-01 eta: 16:45:32 time: 0.6002 data_time: 0.0764 memory: 16132 grad_norm: 1.2365 loss: 2.5849 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.5849 2023/07/21 00:52:10 - mmengine - INFO - Epoch(train) [14][5860/9365] lr: 1.5776e-01 eta: 16:45:20 time: 0.6339 data_time: 0.0864 memory: 16132 grad_norm: 1.2902 loss: 2.8098 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.8098 2023/07/21 00:52:22 - mmengine - INFO - Epoch(train) [14][5880/9365] lr: 1.5771e-01 eta: 16:45:06 time: 0.5811 data_time: 0.0863 memory: 16132 grad_norm: 1.2917 loss: 2.8315 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8315 2023/07/21 00:52:34 - mmengine - INFO - Epoch(train) [14][5900/9365] lr: 1.5765e-01 eta: 16:44:53 time: 0.6025 data_time: 0.0735 memory: 16132 grad_norm: 1.2752 loss: 2.6774 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6774 2023/07/21 00:52:46 - mmengine - INFO - Epoch(train) [14][5920/9365] lr: 1.5760e-01 eta: 16:44:40 time: 0.6061 data_time: 0.0751 memory: 16132 grad_norm: 1.2808 loss: 2.6070 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.6070 2023/07/21 00:52:58 - mmengine - INFO - Epoch(train) [14][5940/9365] lr: 1.5754e-01 eta: 16:44:27 time: 0.6139 data_time: 0.0978 memory: 16132 grad_norm: 1.2636 loss: 2.7650 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 2.7650 2023/07/21 00:53:10 - mmengine - INFO - Epoch(train) [14][5960/9365] lr: 1.5749e-01 eta: 16:44:14 time: 0.5857 data_time: 0.0754 memory: 16132 grad_norm: 1.2936 loss: 2.7683 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7683 2023/07/21 00:53:23 - mmengine - INFO - Epoch(train) [14][5980/9365] lr: 1.5743e-01 eta: 16:44:02 time: 0.6421 data_time: 0.0822 memory: 16132 grad_norm: 1.2410 loss: 2.7988 top1_acc: 0.2812 top5_acc: 0.7500 loss_cls: 2.7988 2023/07/21 00:53:35 - mmengine - INFO - Epoch(train) [14][6000/9365] lr: 1.5738e-01 eta: 16:43:49 time: 0.5998 data_time: 0.0814 memory: 16132 grad_norm: 1.2846 loss: 2.6348 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.6348 2023/07/21 00:53:48 - mmengine - INFO - Epoch(train) [14][6020/9365] lr: 1.5732e-01 eta: 16:43:38 time: 0.6541 data_time: 0.1052 memory: 16132 grad_norm: 1.2916 loss: 2.6953 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6953 2023/07/21 00:54:01 - mmengine - INFO - Epoch(train) [14][6040/9365] lr: 1.5727e-01 eta: 16:43:26 time: 0.6310 data_time: 0.0871 memory: 16132 grad_norm: 1.2721 loss: 2.7538 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.7538 2023/07/21 00:54:12 - mmengine - INFO - Epoch(train) [14][6060/9365] lr: 1.5722e-01 eta: 16:43:12 time: 0.5887 data_time: 0.0845 memory: 16132 grad_norm: 1.2734 loss: 2.7816 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7816 2023/07/21 00:54:26 - mmengine - INFO - Epoch(train) [14][6080/9365] lr: 1.5716e-01 eta: 16:43:01 time: 0.6576 data_time: 0.1480 memory: 16132 grad_norm: 1.2938 loss: 2.7456 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7456 2023/07/21 00:54:37 - mmengine - INFO - Epoch(train) [14][6100/9365] lr: 1.5711e-01 eta: 16:42:47 time: 0.5880 data_time: 0.0941 memory: 16132 grad_norm: 1.2527 loss: 2.7385 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.7385 2023/07/21 00:54:50 - mmengine - INFO - Epoch(train) [14][6120/9365] lr: 1.5705e-01 eta: 16:42:35 time: 0.6235 data_time: 0.0794 memory: 16132 grad_norm: 1.3124 loss: 2.6730 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.6730 2023/07/21 00:55:02 - mmengine - INFO - Epoch(train) [14][6140/9365] lr: 1.5700e-01 eta: 16:42:22 time: 0.5890 data_time: 0.0779 memory: 16132 grad_norm: 1.2882 loss: 2.7834 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7834 2023/07/21 00:55:14 - mmengine - INFO - Epoch(train) [14][6160/9365] lr: 1.5694e-01 eta: 16:42:09 time: 0.6007 data_time: 0.0958 memory: 16132 grad_norm: 1.3202 loss: 2.8459 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.8459 2023/07/21 00:55:27 - mmengine - INFO - Epoch(train) [14][6180/9365] lr: 1.5689e-01 eta: 16:41:57 time: 0.6346 data_time: 0.0830 memory: 16132 grad_norm: 1.2942 loss: 2.7579 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7579 2023/07/21 00:55:38 - mmengine - INFO - Epoch(train) [14][6200/9365] lr: 1.5683e-01 eta: 16:41:43 time: 0.5855 data_time: 0.0817 memory: 16132 grad_norm: 1.2618 loss: 2.7099 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.7099 2023/07/21 00:55:51 - mmengine - INFO - Epoch(train) [14][6220/9365] lr: 1.5678e-01 eta: 16:41:31 time: 0.6322 data_time: 0.0807 memory: 16132 grad_norm: 1.2813 loss: 2.7130 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.7130 2023/07/21 00:56:03 - mmengine - INFO - Epoch(train) [14][6240/9365] lr: 1.5672e-01 eta: 16:41:18 time: 0.6094 data_time: 0.0928 memory: 16132 grad_norm: 1.2980 loss: 2.8072 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8072 2023/07/21 00:56:12 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 00:56:16 - mmengine - INFO - Epoch(train) [14][6260/9365] lr: 1.5667e-01 eta: 16:41:07 time: 0.6397 data_time: 0.1028 memory: 16132 grad_norm: 1.2840 loss: 2.8174 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8174 2023/07/21 00:56:28 - mmengine - INFO - Epoch(train) [14][6280/9365] lr: 1.5661e-01 eta: 16:40:53 time: 0.5843 data_time: 0.0825 memory: 16132 grad_norm: 1.2882 loss: 2.5806 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5806 2023/07/21 00:56:40 - mmengine - INFO - Epoch(train) [14][6300/9365] lr: 1.5656e-01 eta: 16:40:41 time: 0.6370 data_time: 0.0832 memory: 16132 grad_norm: 1.2971 loss: 2.6511 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.6511 2023/07/21 00:56:53 - mmengine - INFO - Epoch(train) [14][6320/9365] lr: 1.5651e-01 eta: 16:40:28 time: 0.6037 data_time: 0.0989 memory: 16132 grad_norm: 1.2789 loss: 2.6340 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6340 2023/07/21 00:57:05 - mmengine - INFO - Epoch(train) [14][6340/9365] lr: 1.5645e-01 eta: 16:40:15 time: 0.6053 data_time: 0.0828 memory: 16132 grad_norm: 1.2919 loss: 2.7623 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.7623 2023/07/21 00:57:18 - mmengine - INFO - Epoch(train) [14][6360/9365] lr: 1.5640e-01 eta: 16:40:04 time: 0.6577 data_time: 0.1104 memory: 16132 grad_norm: 1.2755 loss: 2.8623 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.8623 2023/07/21 00:57:30 - mmengine - INFO - Epoch(train) [14][6380/9365] lr: 1.5634e-01 eta: 16:39:51 time: 0.5976 data_time: 0.1015 memory: 16132 grad_norm: 1.2784 loss: 2.6796 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.6796 2023/07/21 00:57:42 - mmengine - INFO - Epoch(train) [14][6400/9365] lr: 1.5629e-01 eta: 16:39:38 time: 0.6145 data_time: 0.0936 memory: 16132 grad_norm: 1.3000 loss: 2.7757 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.7757 2023/07/21 00:57:54 - mmengine - INFO - Epoch(train) [14][6420/9365] lr: 1.5623e-01 eta: 16:39:25 time: 0.6055 data_time: 0.0960 memory: 16132 grad_norm: 1.2825 loss: 2.6559 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.6559 2023/07/21 00:58:07 - mmengine - INFO - Epoch(train) [14][6440/9365] lr: 1.5618e-01 eta: 16:39:13 time: 0.6223 data_time: 0.0930 memory: 16132 grad_norm: 1.2821 loss: 2.8188 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.8188 2023/07/21 00:58:20 - mmengine - INFO - Epoch(train) [14][6460/9365] lr: 1.5612e-01 eta: 16:39:01 time: 0.6451 data_time: 0.0840 memory: 16132 grad_norm: 1.2795 loss: 2.8438 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8438 2023/07/21 00:58:32 - mmengine - INFO - Epoch(train) [14][6480/9365] lr: 1.5607e-01 eta: 16:38:48 time: 0.5947 data_time: 0.0744 memory: 16132 grad_norm: 1.2709 loss: 2.6214 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.6214 2023/07/21 00:58:44 - mmengine - INFO - Epoch(train) [14][6500/9365] lr: 1.5601e-01 eta: 16:38:36 time: 0.6323 data_time: 0.0828 memory: 16132 grad_norm: 1.3143 loss: 2.8490 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.8490 2023/07/21 00:58:56 - mmengine - INFO - Epoch(train) [14][6520/9365] lr: 1.5596e-01 eta: 16:38:23 time: 0.5920 data_time: 0.0842 memory: 16132 grad_norm: 1.2788 loss: 2.8226 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.8226 2023/07/21 00:59:09 - mmengine - INFO - Epoch(train) [14][6540/9365] lr: 1.5591e-01 eta: 16:38:11 time: 0.6444 data_time: 0.0843 memory: 16132 grad_norm: 1.2757 loss: 2.6111 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.6111 2023/07/21 00:59:22 - mmengine - INFO - Epoch(train) [14][6560/9365] lr: 1.5585e-01 eta: 16:37:59 time: 0.6264 data_time: 0.0852 memory: 16132 grad_norm: 1.2871 loss: 2.6928 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.6928 2023/07/21 00:59:34 - mmengine - INFO - Epoch(train) [14][6580/9365] lr: 1.5580e-01 eta: 16:37:46 time: 0.6130 data_time: 0.0801 memory: 16132 grad_norm: 1.3165 loss: 2.7493 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.7493 2023/07/21 00:59:46 - mmengine - INFO - Epoch(train) [14][6600/9365] lr: 1.5574e-01 eta: 16:37:33 time: 0.6046 data_time: 0.0765 memory: 16132 grad_norm: 1.2807 loss: 2.6967 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6967 2023/07/21 00:59:58 - mmengine - INFO - Epoch(train) [14][6620/9365] lr: 1.5569e-01 eta: 16:37:20 time: 0.6005 data_time: 0.0852 memory: 16132 grad_norm: 1.2860 loss: 2.6729 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6729 2023/07/21 01:00:11 - mmengine - INFO - Epoch(train) [14][6640/9365] lr: 1.5563e-01 eta: 16:37:09 time: 0.6500 data_time: 0.0775 memory: 16132 grad_norm: 1.3114 loss: 2.6093 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6093 2023/07/21 01:00:23 - mmengine - INFO - Epoch(train) [14][6660/9365] lr: 1.5558e-01 eta: 16:36:56 time: 0.6018 data_time: 0.0898 memory: 16132 grad_norm: 1.2836 loss: 2.7486 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7486 2023/07/21 01:00:36 - mmengine - INFO - Epoch(train) [14][6680/9365] lr: 1.5552e-01 eta: 16:36:44 time: 0.6330 data_time: 0.0777 memory: 16132 grad_norm: 1.2745 loss: 2.8707 top1_acc: 0.3750 top5_acc: 0.4688 loss_cls: 2.8707 2023/07/21 01:00:48 - mmengine - INFO - Epoch(train) [14][6700/9365] lr: 1.5547e-01 eta: 16:36:30 time: 0.5960 data_time: 0.0902 memory: 16132 grad_norm: 1.2820 loss: 2.7809 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.7809 2023/07/21 01:01:00 - mmengine - INFO - Epoch(train) [14][6720/9365] lr: 1.5541e-01 eta: 16:36:17 time: 0.5903 data_time: 0.0668 memory: 16132 grad_norm: 1.2821 loss: 2.6728 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.6728 2023/07/21 01:01:12 - mmengine - INFO - Epoch(train) [14][6740/9365] lr: 1.5536e-01 eta: 16:36:04 time: 0.6126 data_time: 0.0780 memory: 16132 grad_norm: 1.2740 loss: 2.6194 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6194 2023/07/21 01:01:24 - mmengine - INFO - Epoch(train) [14][6760/9365] lr: 1.5531e-01 eta: 16:35:51 time: 0.6014 data_time: 0.0753 memory: 16132 grad_norm: 1.3220 loss: 2.7684 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7684 2023/07/21 01:01:37 - mmengine - INFO - Epoch(train) [14][6780/9365] lr: 1.5525e-01 eta: 16:35:39 time: 0.6337 data_time: 0.0771 memory: 16132 grad_norm: 1.2832 loss: 2.6694 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6694 2023/07/21 01:01:48 - mmengine - INFO - Epoch(train) [14][6800/9365] lr: 1.5520e-01 eta: 16:35:26 time: 0.5908 data_time: 0.0772 memory: 16132 grad_norm: 1.3157 loss: 2.6090 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6090 2023/07/21 01:02:01 - mmengine - INFO - Epoch(train) [14][6820/9365] lr: 1.5514e-01 eta: 16:35:13 time: 0.6162 data_time: 0.0825 memory: 16132 grad_norm: 1.2941 loss: 2.8879 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8879 2023/07/21 01:02:13 - mmengine - INFO - Epoch(train) [14][6840/9365] lr: 1.5509e-01 eta: 16:35:01 time: 0.6081 data_time: 0.0940 memory: 16132 grad_norm: 1.2941 loss: 2.7462 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.7462 2023/07/21 01:02:25 - mmengine - INFO - Epoch(train) [14][6860/9365] lr: 1.5503e-01 eta: 16:34:48 time: 0.6052 data_time: 0.1050 memory: 16132 grad_norm: 1.2634 loss: 2.6335 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.6335 2023/07/21 01:02:37 - mmengine - INFO - Epoch(train) [14][6880/9365] lr: 1.5498e-01 eta: 16:34:35 time: 0.5933 data_time: 0.0828 memory: 16132 grad_norm: 1.2993 loss: 2.6695 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.6695 2023/07/21 01:02:49 - mmengine - INFO - Epoch(train) [14][6900/9365] lr: 1.5492e-01 eta: 16:34:22 time: 0.6097 data_time: 0.0904 memory: 16132 grad_norm: 1.3324 loss: 2.7415 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7415 2023/07/21 01:03:02 - mmengine - INFO - Epoch(train) [14][6920/9365] lr: 1.5487e-01 eta: 16:34:10 time: 0.6374 data_time: 0.0954 memory: 16132 grad_norm: 1.2989 loss: 2.7316 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7316 2023/07/21 01:03:14 - mmengine - INFO - Epoch(train) [14][6940/9365] lr: 1.5482e-01 eta: 16:33:57 time: 0.6003 data_time: 0.0903 memory: 16132 grad_norm: 1.2882 loss: 2.8194 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8194 2023/07/21 01:03:26 - mmengine - INFO - Epoch(train) [14][6960/9365] lr: 1.5476e-01 eta: 16:33:44 time: 0.6054 data_time: 0.0838 memory: 16132 grad_norm: 1.2546 loss: 2.7940 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.7940 2023/07/21 01:03:39 - mmengine - INFO - Epoch(train) [14][6980/9365] lr: 1.5471e-01 eta: 16:33:32 time: 0.6318 data_time: 0.0991 memory: 16132 grad_norm: 1.3014 loss: 2.6990 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.6990 2023/07/21 01:03:51 - mmengine - INFO - Epoch(train) [14][7000/9365] lr: 1.5465e-01 eta: 16:33:19 time: 0.6074 data_time: 0.0954 memory: 16132 grad_norm: 1.3025 loss: 2.8424 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.8424 2023/07/21 01:04:03 - mmengine - INFO - Epoch(train) [14][7020/9365] lr: 1.5460e-01 eta: 16:33:06 time: 0.6052 data_time: 0.0769 memory: 16132 grad_norm: 1.3068 loss: 2.5311 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.5311 2023/07/21 01:04:15 - mmengine - INFO - Epoch(train) [14][7040/9365] lr: 1.5454e-01 eta: 16:32:53 time: 0.6082 data_time: 0.0956 memory: 16132 grad_norm: 1.2881 loss: 2.6793 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.6793 2023/07/21 01:04:28 - mmengine - INFO - Epoch(train) [14][7060/9365] lr: 1.5449e-01 eta: 16:32:41 time: 0.6209 data_time: 0.0968 memory: 16132 grad_norm: 1.3000 loss: 2.6604 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.6604 2023/07/21 01:04:41 - mmengine - INFO - Epoch(train) [14][7080/9365] lr: 1.5443e-01 eta: 16:32:29 time: 0.6431 data_time: 0.1001 memory: 16132 grad_norm: 1.2885 loss: 2.6740 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.6740 2023/07/21 01:04:54 - mmengine - INFO - Epoch(train) [14][7100/9365] lr: 1.5438e-01 eta: 16:32:18 time: 0.6704 data_time: 0.0879 memory: 16132 grad_norm: 1.2946 loss: 2.7636 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7636 2023/07/21 01:05:06 - mmengine - INFO - Epoch(train) [14][7120/9365] lr: 1.5433e-01 eta: 16:32:06 time: 0.6162 data_time: 0.0976 memory: 16132 grad_norm: 1.2942 loss: 2.6945 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6945 2023/07/21 01:05:18 - mmengine - INFO - Epoch(train) [14][7140/9365] lr: 1.5427e-01 eta: 16:31:53 time: 0.5972 data_time: 0.0837 memory: 16132 grad_norm: 1.3107 loss: 2.7642 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7642 2023/07/21 01:05:30 - mmengine - INFO - Epoch(train) [14][7160/9365] lr: 1.5422e-01 eta: 16:31:40 time: 0.6045 data_time: 0.0816 memory: 16132 grad_norm: 1.2765 loss: 2.8111 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.8111 2023/07/21 01:05:43 - mmengine - INFO - Epoch(train) [14][7180/9365] lr: 1.5416e-01 eta: 16:31:28 time: 0.6288 data_time: 0.0778 memory: 16132 grad_norm: 1.2871 loss: 2.6963 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.6963 2023/07/21 01:05:55 - mmengine - INFO - Epoch(train) [14][7200/9365] lr: 1.5411e-01 eta: 16:31:15 time: 0.6087 data_time: 0.0869 memory: 16132 grad_norm: 1.2843 loss: 2.7556 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.7556 2023/07/21 01:06:08 - mmengine - INFO - Epoch(train) [14][7220/9365] lr: 1.5405e-01 eta: 16:31:03 time: 0.6299 data_time: 0.0848 memory: 16132 grad_norm: 1.3038 loss: 2.5872 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5872 2023/07/21 01:06:20 - mmengine - INFO - Epoch(train) [14][7240/9365] lr: 1.5400e-01 eta: 16:30:50 time: 0.6096 data_time: 0.0848 memory: 16132 grad_norm: 1.2895 loss: 2.8151 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.8151 2023/07/21 01:06:29 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 01:06:32 - mmengine - INFO - Epoch(train) [14][7260/9365] lr: 1.5394e-01 eta: 16:30:37 time: 0.5933 data_time: 0.0846 memory: 16132 grad_norm: 1.3189 loss: 2.7316 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.7316 2023/07/21 01:06:44 - mmengine - INFO - Epoch(train) [14][7280/9365] lr: 1.5389e-01 eta: 16:30:24 time: 0.6103 data_time: 0.0865 memory: 16132 grad_norm: 1.2901 loss: 2.7156 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.7156 2023/07/21 01:06:57 - mmengine - INFO - Epoch(train) [14][7300/9365] lr: 1.5384e-01 eta: 16:30:12 time: 0.6286 data_time: 0.0760 memory: 16132 grad_norm: 1.3161 loss: 2.6995 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.6995 2023/07/21 01:07:09 - mmengine - INFO - Epoch(train) [14][7320/9365] lr: 1.5378e-01 eta: 16:29:59 time: 0.5935 data_time: 0.0822 memory: 16132 grad_norm: 1.3076 loss: 2.6144 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.6144 2023/07/21 01:07:21 - mmengine - INFO - Epoch(train) [14][7340/9365] lr: 1.5373e-01 eta: 16:29:46 time: 0.6229 data_time: 0.0805 memory: 16132 grad_norm: 1.2897 loss: 2.8346 top1_acc: 0.2812 top5_acc: 0.7500 loss_cls: 2.8346 2023/07/21 01:07:34 - mmengine - INFO - Epoch(train) [14][7360/9365] lr: 1.5367e-01 eta: 16:29:34 time: 0.6175 data_time: 0.0859 memory: 16132 grad_norm: 1.3478 loss: 2.8141 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8141 2023/07/21 01:07:46 - mmengine - INFO - Epoch(train) [14][7380/9365] lr: 1.5362e-01 eta: 16:29:21 time: 0.6090 data_time: 0.0760 memory: 16132 grad_norm: 1.2895 loss: 2.7451 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7451 2023/07/21 01:07:58 - mmengine - INFO - Epoch(train) [14][7400/9365] lr: 1.5356e-01 eta: 16:29:08 time: 0.5945 data_time: 0.0909 memory: 16132 grad_norm: 1.2930 loss: 2.6094 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6094 2023/07/21 01:08:10 - mmengine - INFO - Epoch(train) [14][7420/9365] lr: 1.5351e-01 eta: 16:28:55 time: 0.6245 data_time: 0.0735 memory: 16132 grad_norm: 1.3023 loss: 2.5583 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.5583 2023/07/21 01:08:23 - mmengine - INFO - Epoch(train) [14][7440/9365] lr: 1.5346e-01 eta: 16:28:43 time: 0.6335 data_time: 0.0864 memory: 16132 grad_norm: 1.2849 loss: 2.8382 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.8382 2023/07/21 01:08:35 - mmengine - INFO - Epoch(train) [14][7460/9365] lr: 1.5340e-01 eta: 16:28:31 time: 0.6133 data_time: 0.0790 memory: 16132 grad_norm: 1.2900 loss: 2.5868 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.5868 2023/07/21 01:08:47 - mmengine - INFO - Epoch(train) [14][7480/9365] lr: 1.5335e-01 eta: 16:28:18 time: 0.6076 data_time: 0.0832 memory: 16132 grad_norm: 1.2970 loss: 2.7277 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.7277 2023/07/21 01:09:00 - mmengine - INFO - Epoch(train) [14][7500/9365] lr: 1.5329e-01 eta: 16:28:06 time: 0.6341 data_time: 0.0947 memory: 16132 grad_norm: 1.3095 loss: 2.5530 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.5530 2023/07/21 01:09:12 - mmengine - INFO - Epoch(train) [14][7520/9365] lr: 1.5324e-01 eta: 16:27:53 time: 0.5938 data_time: 0.0834 memory: 16132 grad_norm: 1.3131 loss: 2.7392 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7392 2023/07/21 01:09:24 - mmengine - INFO - Epoch(train) [14][7540/9365] lr: 1.5318e-01 eta: 16:27:40 time: 0.6212 data_time: 0.1193 memory: 16132 grad_norm: 1.2727 loss: 2.8080 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.8080 2023/07/21 01:09:36 - mmengine - INFO - Epoch(train) [14][7560/9365] lr: 1.5313e-01 eta: 16:27:27 time: 0.5917 data_time: 0.0705 memory: 16132 grad_norm: 1.3328 loss: 2.7294 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7294 2023/07/21 01:09:49 - mmengine - INFO - Epoch(train) [14][7580/9365] lr: 1.5307e-01 eta: 16:27:15 time: 0.6196 data_time: 0.1113 memory: 16132 grad_norm: 1.2665 loss: 2.6370 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6370 2023/07/21 01:10:01 - mmengine - INFO - Epoch(train) [14][7600/9365] lr: 1.5302e-01 eta: 16:27:02 time: 0.5990 data_time: 0.0813 memory: 16132 grad_norm: 1.2840 loss: 2.7076 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7076 2023/07/21 01:10:13 - mmengine - INFO - Epoch(train) [14][7620/9365] lr: 1.5297e-01 eta: 16:26:49 time: 0.6173 data_time: 0.0985 memory: 16132 grad_norm: 1.2955 loss: 2.8745 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8745 2023/07/21 01:10:25 - mmengine - INFO - Epoch(train) [14][7640/9365] lr: 1.5291e-01 eta: 16:26:36 time: 0.5862 data_time: 0.0823 memory: 16132 grad_norm: 1.3146 loss: 2.6486 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.6486 2023/07/21 01:10:37 - mmengine - INFO - Epoch(train) [14][7660/9365] lr: 1.5286e-01 eta: 16:26:23 time: 0.6114 data_time: 0.0846 memory: 16132 grad_norm: 1.3168 loss: 2.7156 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7156 2023/07/21 01:10:50 - mmengine - INFO - Epoch(train) [14][7680/9365] lr: 1.5280e-01 eta: 16:26:11 time: 0.6329 data_time: 0.0734 memory: 16132 grad_norm: 1.2931 loss: 2.6978 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6978 2023/07/21 01:11:02 - mmengine - INFO - Epoch(train) [14][7700/9365] lr: 1.5275e-01 eta: 16:25:57 time: 0.5877 data_time: 0.0980 memory: 16132 grad_norm: 1.3152 loss: 2.6093 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.6093 2023/07/21 01:11:14 - mmengine - INFO - Epoch(train) [14][7720/9365] lr: 1.5269e-01 eta: 16:25:45 time: 0.6139 data_time: 0.0798 memory: 16132 grad_norm: 1.2981 loss: 2.6599 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6599 2023/07/21 01:11:27 - mmengine - INFO - Epoch(train) [14][7740/9365] lr: 1.5264e-01 eta: 16:25:33 time: 0.6403 data_time: 0.1254 memory: 16132 grad_norm: 1.3247 loss: 2.7617 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.7617 2023/07/21 01:11:39 - mmengine - INFO - Epoch(train) [14][7760/9365] lr: 1.5259e-01 eta: 16:25:20 time: 0.6012 data_time: 0.1115 memory: 16132 grad_norm: 1.3192 loss: 2.6921 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6921 2023/07/21 01:11:51 - mmengine - INFO - Epoch(train) [14][7780/9365] lr: 1.5253e-01 eta: 16:25:07 time: 0.6010 data_time: 0.0906 memory: 16132 grad_norm: 1.3298 loss: 2.6764 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6764 2023/07/21 01:12:03 - mmengine - INFO - Epoch(train) [14][7800/9365] lr: 1.5248e-01 eta: 16:24:55 time: 0.6194 data_time: 0.0782 memory: 16132 grad_norm: 1.3009 loss: 2.6371 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6371 2023/07/21 01:12:16 - mmengine - INFO - Epoch(train) [14][7820/9365] lr: 1.5242e-01 eta: 16:24:42 time: 0.6307 data_time: 0.0904 memory: 16132 grad_norm: 1.2801 loss: 2.6261 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6261 2023/07/21 01:12:28 - mmengine - INFO - Epoch(train) [14][7840/9365] lr: 1.5237e-01 eta: 16:24:29 time: 0.5992 data_time: 0.0928 memory: 16132 grad_norm: 1.2896 loss: 2.7889 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7889 2023/07/21 01:12:40 - mmengine - INFO - Epoch(train) [14][7860/9365] lr: 1.5231e-01 eta: 16:24:16 time: 0.5865 data_time: 0.0995 memory: 16132 grad_norm: 1.2504 loss: 2.6614 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.6614 2023/07/21 01:12:52 - mmengine - INFO - Epoch(train) [14][7880/9365] lr: 1.5226e-01 eta: 16:24:03 time: 0.6112 data_time: 0.0921 memory: 16132 grad_norm: 1.3080 loss: 2.7950 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7950 2023/07/21 01:13:04 - mmengine - INFO - Epoch(train) [14][7900/9365] lr: 1.5221e-01 eta: 16:23:50 time: 0.6047 data_time: 0.0960 memory: 16132 grad_norm: 1.2967 loss: 2.6505 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6505 2023/07/21 01:13:16 - mmengine - INFO - Epoch(train) [14][7920/9365] lr: 1.5215e-01 eta: 16:23:37 time: 0.5883 data_time: 0.0787 memory: 16132 grad_norm: 1.3004 loss: 2.7033 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.7033 2023/07/21 01:13:28 - mmengine - INFO - Epoch(train) [14][7940/9365] lr: 1.5210e-01 eta: 16:23:24 time: 0.6154 data_time: 0.0778 memory: 16132 grad_norm: 1.3077 loss: 2.7272 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.7272 2023/07/21 01:13:40 - mmengine - INFO - Epoch(train) [14][7960/9365] lr: 1.5204e-01 eta: 16:23:11 time: 0.5943 data_time: 0.0977 memory: 16132 grad_norm: 1.2880 loss: 2.5907 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5907 2023/07/21 01:13:53 - mmengine - INFO - Epoch(train) [14][7980/9365] lr: 1.5199e-01 eta: 16:22:59 time: 0.6342 data_time: 0.0872 memory: 16132 grad_norm: 1.3050 loss: 2.8012 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8012 2023/07/21 01:14:05 - mmengine - INFO - Epoch(train) [14][8000/9365] lr: 1.5193e-01 eta: 16:22:47 time: 0.6233 data_time: 0.0743 memory: 16132 grad_norm: 1.3065 loss: 2.8134 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8134 2023/07/21 01:14:18 - mmengine - INFO - Epoch(train) [14][8020/9365] lr: 1.5188e-01 eta: 16:22:35 time: 0.6253 data_time: 0.0811 memory: 16132 grad_norm: 1.2917 loss: 2.7220 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.7220 2023/07/21 01:14:30 - mmengine - INFO - Epoch(train) [14][8040/9365] lr: 1.5183e-01 eta: 16:22:22 time: 0.6171 data_time: 0.0734 memory: 16132 grad_norm: 1.3074 loss: 2.6494 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.6494 2023/07/21 01:14:42 - mmengine - INFO - Epoch(train) [14][8060/9365] lr: 1.5177e-01 eta: 16:22:09 time: 0.5992 data_time: 0.0751 memory: 16132 grad_norm: 1.2943 loss: 2.5419 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.5419 2023/07/21 01:14:54 - mmengine - INFO - Epoch(train) [14][8080/9365] lr: 1.5172e-01 eta: 16:21:56 time: 0.6096 data_time: 0.0751 memory: 16132 grad_norm: 1.3051 loss: 2.7163 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.7163 2023/07/21 01:15:06 - mmengine - INFO - Epoch(train) [14][8100/9365] lr: 1.5166e-01 eta: 16:21:43 time: 0.6052 data_time: 0.1123 memory: 16132 grad_norm: 1.2689 loss: 2.7290 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7290 2023/07/21 01:15:19 - mmengine - INFO - Epoch(train) [14][8120/9365] lr: 1.5161e-01 eta: 16:21:31 time: 0.6119 data_time: 0.0788 memory: 16132 grad_norm: 1.3112 loss: 2.9692 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.9692 2023/07/21 01:15:31 - mmengine - INFO - Epoch(train) [14][8140/9365] lr: 1.5155e-01 eta: 16:21:18 time: 0.6105 data_time: 0.0885 memory: 16132 grad_norm: 1.2761 loss: 2.6663 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.6663 2023/07/21 01:15:43 - mmengine - INFO - Epoch(train) [14][8160/9365] lr: 1.5150e-01 eta: 16:21:05 time: 0.5915 data_time: 0.0862 memory: 16132 grad_norm: 1.3123 loss: 2.7101 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.7101 2023/07/21 01:15:55 - mmengine - INFO - Epoch(train) [14][8180/9365] lr: 1.5145e-01 eta: 16:20:52 time: 0.6200 data_time: 0.0752 memory: 16132 grad_norm: 1.2939 loss: 2.8041 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8041 2023/07/21 01:16:07 - mmengine - INFO - Epoch(train) [14][8200/9365] lr: 1.5139e-01 eta: 16:20:40 time: 0.6069 data_time: 0.0795 memory: 16132 grad_norm: 1.2973 loss: 2.7822 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7822 2023/07/21 01:16:20 - mmengine - INFO - Epoch(train) [14][8220/9365] lr: 1.5134e-01 eta: 16:20:27 time: 0.6233 data_time: 0.0880 memory: 16132 grad_norm: 1.2930 loss: 2.6608 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.6608 2023/07/21 01:16:32 - mmengine - INFO - Epoch(train) [14][8240/9365] lr: 1.5128e-01 eta: 16:20:14 time: 0.5983 data_time: 0.0797 memory: 16132 grad_norm: 1.3174 loss: 2.8341 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8341 2023/07/21 01:16:41 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 01:16:44 - mmengine - INFO - Epoch(train) [14][8260/9365] lr: 1.5123e-01 eta: 16:20:01 time: 0.5954 data_time: 0.0830 memory: 16132 grad_norm: 1.3003 loss: 2.7363 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7363 2023/07/21 01:16:57 - mmengine - INFO - Epoch(train) [14][8280/9365] lr: 1.5117e-01 eta: 16:19:49 time: 0.6434 data_time: 0.1024 memory: 16132 grad_norm: 1.3069 loss: 2.7357 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 2.7357 2023/07/21 01:17:08 - mmengine - INFO - Epoch(train) [14][8300/9365] lr: 1.5112e-01 eta: 16:19:36 time: 0.5886 data_time: 0.0808 memory: 16132 grad_norm: 1.3167 loss: 2.8457 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.8457 2023/07/21 01:17:21 - mmengine - INFO - Epoch(train) [14][8320/9365] lr: 1.5107e-01 eta: 16:19:23 time: 0.6149 data_time: 0.0729 memory: 16132 grad_norm: 1.3017 loss: 2.6671 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6671 2023/07/21 01:17:33 - mmengine - INFO - Epoch(train) [14][8340/9365] lr: 1.5101e-01 eta: 16:19:11 time: 0.6148 data_time: 0.0862 memory: 16132 grad_norm: 1.3121 loss: 2.6726 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6726 2023/07/21 01:17:46 - mmengine - INFO - Epoch(train) [14][8360/9365] lr: 1.5096e-01 eta: 16:18:58 time: 0.6197 data_time: 0.0808 memory: 16132 grad_norm: 1.3122 loss: 2.6501 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6501 2023/07/21 01:17:58 - mmengine - INFO - Epoch(train) [14][8380/9365] lr: 1.5090e-01 eta: 16:18:46 time: 0.6167 data_time: 0.0801 memory: 16132 grad_norm: 1.3194 loss: 2.6395 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6395 2023/07/21 01:18:10 - mmengine - INFO - Epoch(train) [14][8400/9365] lr: 1.5085e-01 eta: 16:18:33 time: 0.5984 data_time: 0.0892 memory: 16132 grad_norm: 1.3124 loss: 2.8564 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8564 2023/07/21 01:18:22 - mmengine - INFO - Epoch(train) [14][8420/9365] lr: 1.5080e-01 eta: 16:18:20 time: 0.6127 data_time: 0.0772 memory: 16132 grad_norm: 1.3275 loss: 2.7400 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.7400 2023/07/21 01:18:34 - mmengine - INFO - Epoch(train) [14][8440/9365] lr: 1.5074e-01 eta: 16:18:07 time: 0.6050 data_time: 0.0822 memory: 16132 grad_norm: 1.3137 loss: 2.8299 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.8299 2023/07/21 01:18:47 - mmengine - INFO - Epoch(train) [14][8460/9365] lr: 1.5069e-01 eta: 16:17:55 time: 0.6376 data_time: 0.0885 memory: 16132 grad_norm: 1.3213 loss: 2.7714 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.7714 2023/07/21 01:18:59 - mmengine - INFO - Epoch(train) [14][8480/9365] lr: 1.5063e-01 eta: 16:17:42 time: 0.5968 data_time: 0.0921 memory: 16132 grad_norm: 1.2905 loss: 2.7028 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.7028 2023/07/21 01:19:12 - mmengine - INFO - Epoch(train) [14][8500/9365] lr: 1.5058e-01 eta: 16:17:30 time: 0.6316 data_time: 0.0757 memory: 16132 grad_norm: 1.2995 loss: 2.5983 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.5983 2023/07/21 01:19:24 - mmengine - INFO - Epoch(train) [14][8520/9365] lr: 1.5052e-01 eta: 16:17:18 time: 0.6328 data_time: 0.0872 memory: 16132 grad_norm: 1.3261 loss: 2.7541 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 2.7541 2023/07/21 01:19:37 - mmengine - INFO - Epoch(train) [14][8540/9365] lr: 1.5047e-01 eta: 16:17:05 time: 0.6080 data_time: 0.1058 memory: 16132 grad_norm: 1.3028 loss: 2.7452 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7452 2023/07/21 01:19:49 - mmengine - INFO - Epoch(train) [14][8560/9365] lr: 1.5042e-01 eta: 16:16:53 time: 0.6143 data_time: 0.0830 memory: 16132 grad_norm: 1.2886 loss: 2.5645 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5645 2023/07/21 01:20:01 - mmengine - INFO - Epoch(train) [14][8580/9365] lr: 1.5036e-01 eta: 16:16:40 time: 0.6083 data_time: 0.0779 memory: 16132 grad_norm: 1.3214 loss: 2.6532 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.6532 2023/07/21 01:20:13 - mmengine - INFO - Epoch(train) [14][8600/9365] lr: 1.5031e-01 eta: 16:16:27 time: 0.6163 data_time: 0.0993 memory: 16132 grad_norm: 1.3211 loss: 2.8087 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.8087 2023/07/21 01:20:25 - mmengine - INFO - Epoch(train) [14][8620/9365] lr: 1.5025e-01 eta: 16:16:14 time: 0.5914 data_time: 0.0915 memory: 16132 grad_norm: 1.2818 loss: 2.6618 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.6618 2023/07/21 01:20:38 - mmengine - INFO - Epoch(train) [14][8640/9365] lr: 1.5020e-01 eta: 16:16:01 time: 0.6121 data_time: 0.0743 memory: 16132 grad_norm: 1.3071 loss: 2.7942 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7942 2023/07/21 01:20:50 - mmengine - INFO - Epoch(train) [14][8660/9365] lr: 1.5015e-01 eta: 16:15:49 time: 0.6317 data_time: 0.0798 memory: 16132 grad_norm: 1.2976 loss: 2.6414 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.6414 2023/07/21 01:21:02 - mmengine - INFO - Epoch(train) [14][8680/9365] lr: 1.5009e-01 eta: 16:15:37 time: 0.6141 data_time: 0.0811 memory: 16132 grad_norm: 1.3245 loss: 2.6991 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6991 2023/07/21 01:21:15 - mmengine - INFO - Epoch(train) [14][8700/9365] lr: 1.5004e-01 eta: 16:15:24 time: 0.6040 data_time: 0.0783 memory: 16132 grad_norm: 1.2959 loss: 2.7348 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.7348 2023/07/21 01:21:27 - mmengine - INFO - Epoch(train) [14][8720/9365] lr: 1.4998e-01 eta: 16:15:12 time: 0.6234 data_time: 0.0925 memory: 16132 grad_norm: 1.2884 loss: 2.5276 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.5276 2023/07/21 01:21:39 - mmengine - INFO - Epoch(train) [14][8740/9365] lr: 1.4993e-01 eta: 16:14:58 time: 0.5934 data_time: 0.0939 memory: 16132 grad_norm: 1.3334 loss: 2.5915 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5915 2023/07/21 01:21:52 - mmengine - INFO - Epoch(train) [14][8760/9365] lr: 1.4987e-01 eta: 16:14:46 time: 0.6325 data_time: 0.1047 memory: 16132 grad_norm: 1.2865 loss: 2.6400 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6400 2023/07/21 01:22:04 - mmengine - INFO - Epoch(train) [14][8780/9365] lr: 1.4982e-01 eta: 16:14:33 time: 0.5963 data_time: 0.0793 memory: 16132 grad_norm: 1.3094 loss: 2.7629 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.7629 2023/07/21 01:22:16 - mmengine - INFO - Epoch(train) [14][8800/9365] lr: 1.4977e-01 eta: 16:14:21 time: 0.6120 data_time: 0.0954 memory: 16132 grad_norm: 1.2998 loss: 2.5344 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5344 2023/07/21 01:22:29 - mmengine - INFO - Epoch(train) [14][8820/9365] lr: 1.4971e-01 eta: 16:14:09 time: 0.6345 data_time: 0.0775 memory: 16132 grad_norm: 1.2939 loss: 2.7126 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7126 2023/07/21 01:22:41 - mmengine - INFO - Epoch(train) [14][8840/9365] lr: 1.4966e-01 eta: 16:13:56 time: 0.6070 data_time: 0.0768 memory: 16132 grad_norm: 1.3280 loss: 2.6219 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6219 2023/07/21 01:22:53 - mmengine - INFO - Epoch(train) [14][8860/9365] lr: 1.4960e-01 eta: 16:13:43 time: 0.6108 data_time: 0.0713 memory: 16132 grad_norm: 1.3116 loss: 2.8057 top1_acc: 0.4688 top5_acc: 0.5000 loss_cls: 2.8057 2023/07/21 01:23:05 - mmengine - INFO - Epoch(train) [14][8880/9365] lr: 1.4955e-01 eta: 16:13:30 time: 0.6056 data_time: 0.0778 memory: 16132 grad_norm: 1.3081 loss: 2.6470 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.6470 2023/07/21 01:23:17 - mmengine - INFO - Epoch(train) [14][8900/9365] lr: 1.4950e-01 eta: 16:13:18 time: 0.6127 data_time: 0.0743 memory: 16132 grad_norm: 1.3086 loss: 2.6593 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.6593 2023/07/21 01:23:29 - mmengine - INFO - Epoch(train) [14][8920/9365] lr: 1.4944e-01 eta: 16:13:05 time: 0.6036 data_time: 0.0799 memory: 16132 grad_norm: 1.3183 loss: 2.8725 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.8725 2023/07/21 01:23:42 - mmengine - INFO - Epoch(train) [14][8940/9365] lr: 1.4939e-01 eta: 16:12:52 time: 0.6169 data_time: 0.0953 memory: 16132 grad_norm: 1.3055 loss: 2.6623 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.6623 2023/07/21 01:23:55 - mmengine - INFO - Epoch(train) [14][8960/9365] lr: 1.4933e-01 eta: 16:12:41 time: 0.6516 data_time: 0.1319 memory: 16132 grad_norm: 1.3226 loss: 2.8106 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.8106 2023/07/21 01:24:07 - mmengine - INFO - Epoch(train) [14][8980/9365] lr: 1.4928e-01 eta: 16:12:28 time: 0.6021 data_time: 0.0818 memory: 16132 grad_norm: 1.3263 loss: 2.6540 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6540 2023/07/21 01:24:19 - mmengine - INFO - Epoch(train) [14][9000/9365] lr: 1.4923e-01 eta: 16:12:15 time: 0.6183 data_time: 0.0786 memory: 16132 grad_norm: 1.3212 loss: 2.5519 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5519 2023/07/21 01:24:32 - mmengine - INFO - Epoch(train) [14][9020/9365] lr: 1.4917e-01 eta: 16:12:03 time: 0.6161 data_time: 0.0960 memory: 16132 grad_norm: 1.2928 loss: 2.7347 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7347 2023/07/21 01:24:44 - mmengine - INFO - Epoch(train) [14][9040/9365] lr: 1.4912e-01 eta: 16:11:50 time: 0.6234 data_time: 0.0906 memory: 16132 grad_norm: 1.2959 loss: 2.7684 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.7684 2023/07/21 01:24:57 - mmengine - INFO - Epoch(train) [14][9060/9365] lr: 1.4906e-01 eta: 16:11:38 time: 0.6131 data_time: 0.0806 memory: 16132 grad_norm: 1.2898 loss: 2.6816 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.6816 2023/07/21 01:25:08 - mmengine - INFO - Epoch(train) [14][9080/9365] lr: 1.4901e-01 eta: 16:11:24 time: 0.5836 data_time: 0.0808 memory: 16132 grad_norm: 1.2959 loss: 2.6940 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.6940 2023/07/21 01:25:21 - mmengine - INFO - Epoch(train) [14][9100/9365] lr: 1.4895e-01 eta: 16:11:12 time: 0.6307 data_time: 0.1065 memory: 16132 grad_norm: 1.3297 loss: 2.7534 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7534 2023/07/21 01:25:33 - mmengine - INFO - Epoch(train) [14][9120/9365] lr: 1.4890e-01 eta: 16:11:00 time: 0.6218 data_time: 0.0754 memory: 16132 grad_norm: 1.3208 loss: 2.8179 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.8179 2023/07/21 01:25:45 - mmengine - INFO - Epoch(train) [14][9140/9365] lr: 1.4885e-01 eta: 16:10:46 time: 0.5871 data_time: 0.0671 memory: 16132 grad_norm: 1.3148 loss: 2.7611 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7611 2023/07/21 01:25:57 - mmengine - INFO - Epoch(train) [14][9160/9365] lr: 1.4879e-01 eta: 16:10:34 time: 0.6190 data_time: 0.0798 memory: 16132 grad_norm: 1.2975 loss: 2.5622 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.5622 2023/07/21 01:26:10 - mmengine - INFO - Epoch(train) [14][9180/9365] lr: 1.4874e-01 eta: 16:10:21 time: 0.6051 data_time: 0.0825 memory: 16132 grad_norm: 1.2949 loss: 2.7830 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.7830 2023/07/21 01:26:22 - mmengine - INFO - Epoch(train) [14][9200/9365] lr: 1.4868e-01 eta: 16:10:09 time: 0.6307 data_time: 0.1115 memory: 16132 grad_norm: 1.3273 loss: 2.7297 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.7297 2023/07/21 01:26:35 - mmengine - INFO - Epoch(train) [14][9220/9365] lr: 1.4863e-01 eta: 16:09:57 time: 0.6410 data_time: 0.0831 memory: 16132 grad_norm: 1.3097 loss: 2.7205 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.7205 2023/07/21 01:26:47 - mmengine - INFO - Epoch(train) [14][9240/9365] lr: 1.4858e-01 eta: 16:09:45 time: 0.6121 data_time: 0.0805 memory: 16132 grad_norm: 1.2882 loss: 2.6923 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6923 2023/07/21 01:26:57 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 01:27:00 - mmengine - INFO - Epoch(train) [14][9260/9365] lr: 1.4852e-01 eta: 16:09:32 time: 0.6174 data_time: 0.1055 memory: 16132 grad_norm: 1.3225 loss: 2.6785 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.6785 2023/07/21 01:27:12 - mmengine - INFO - Epoch(train) [14][9280/9365] lr: 1.4847e-01 eta: 16:09:20 time: 0.6154 data_time: 0.0769 memory: 16132 grad_norm: 1.2985 loss: 2.5983 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5983 2023/07/21 01:27:24 - mmengine - INFO - Epoch(train) [14][9300/9365] lr: 1.4841e-01 eta: 16:09:06 time: 0.5943 data_time: 0.0960 memory: 16132 grad_norm: 1.3366 loss: 2.8684 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.8684 2023/07/21 01:27:36 - mmengine - INFO - Epoch(train) [14][9320/9365] lr: 1.4836e-01 eta: 16:08:54 time: 0.6190 data_time: 0.0999 memory: 16132 grad_norm: 1.2922 loss: 2.6423 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6423 2023/07/21 01:27:48 - mmengine - INFO - Epoch(train) [14][9340/9365] lr: 1.4831e-01 eta: 16:08:41 time: 0.6028 data_time: 0.0848 memory: 16132 grad_norm: 1.3199 loss: 2.6740 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.6740 2023/07/21 01:28:01 - mmengine - INFO - Epoch(train) [14][9360/9365] lr: 1.4825e-01 eta: 16:08:28 time: 0.6100 data_time: 0.0811 memory: 16132 grad_norm: 1.3256 loss: 2.7226 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7226 2023/07/21 01:28:03 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 01:28:03 - mmengine - INFO - Epoch(train) [14][9365/9365] lr: 1.4824e-01 eta: 16:08:24 time: 0.5456 data_time: 0.0808 memory: 16132 grad_norm: 1.3168 loss: 2.7353 top1_acc: 0.4167 top5_acc: 0.7917 loss_cls: 2.7353 2023/07/21 01:28:03 - mmengine - INFO - Saving checkpoint at 14 epochs 2023/07/21 01:28:21 - mmengine - INFO - Epoch(val) [14][20/78] eta: 0:00:48 time: 0.8364 data_time: 0.5414 memory: 3721 2023/07/21 01:28:34 - mmengine - INFO - Epoch(val) [14][40/78] eta: 0:00:27 time: 0.6208 data_time: 0.3404 memory: 3721 2023/07/21 01:28:44 - mmengine - INFO - Epoch(val) [14][60/78] eta: 0:00:11 time: 0.4918 data_time: 0.2121 memory: 3721 2023/07/21 01:28:55 - mmengine - INFO - Epoch(val) [14][78/78] acc/top1: 0.3321 acc/top5: 0.5932 acc/mean1: 0.3319 data_time: 0.3155 time: 0.5887 2023/07/21 01:28:55 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/daiwenxun/mmlab/mmaction2/work_dirs/slowonly_r50_8xb32-u48-240e_k400-keypoint/best_acc_top1_epoch_12.pth is removed 2023/07/21 01:28:57 - mmengine - INFO - The best checkpoint with 0.3321 acc/top1 at 14 epoch is saved to best_acc_top1_epoch_14.pth. 2023/07/21 01:29:17 - mmengine - INFO - Epoch(train) [15][ 20/9365] lr: 1.4818e-01 eta: 16:08:23 time: 1.0048 data_time: 0.4378 memory: 16132 grad_norm: 1.3069 loss: 2.6226 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6226 2023/07/21 01:29:29 - mmengine - INFO - Epoch(train) [15][ 40/9365] lr: 1.4813e-01 eta: 16:08:10 time: 0.5891 data_time: 0.0971 memory: 16132 grad_norm: 1.3166 loss: 2.5727 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5727 2023/07/21 01:29:41 - mmengine - INFO - Epoch(train) [15][ 60/9365] lr: 1.4808e-01 eta: 16:07:57 time: 0.5987 data_time: 0.0824 memory: 16132 grad_norm: 1.3186 loss: 2.6567 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.6567 2023/07/21 01:29:53 - mmengine - INFO - Epoch(train) [15][ 80/9365] lr: 1.4802e-01 eta: 16:07:44 time: 0.6125 data_time: 0.0823 memory: 16132 grad_norm: 1.3107 loss: 2.7242 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7242 2023/07/21 01:30:05 - mmengine - INFO - Epoch(train) [15][ 100/9365] lr: 1.4797e-01 eta: 16:07:32 time: 0.6182 data_time: 0.0717 memory: 16132 grad_norm: 1.2980 loss: 2.6177 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.6177 2023/07/21 01:30:17 - mmengine - INFO - Epoch(train) [15][ 120/9365] lr: 1.4791e-01 eta: 16:07:19 time: 0.6109 data_time: 0.1092 memory: 16132 grad_norm: 1.3114 loss: 2.5673 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.5673 2023/07/21 01:30:30 - mmengine - INFO - Epoch(train) [15][ 140/9365] lr: 1.4786e-01 eta: 16:07:06 time: 0.6028 data_time: 0.0850 memory: 16132 grad_norm: 1.3100 loss: 2.7337 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.7337 2023/07/21 01:30:42 - mmengine - INFO - Epoch(train) [15][ 160/9365] lr: 1.4781e-01 eta: 16:06:53 time: 0.5972 data_time: 0.0750 memory: 16132 grad_norm: 1.3310 loss: 2.6373 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.6373 2023/07/21 01:30:53 - mmengine - INFO - Epoch(train) [15][ 180/9365] lr: 1.4775e-01 eta: 16:06:40 time: 0.5946 data_time: 0.0716 memory: 16132 grad_norm: 1.3488 loss: 2.7472 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.7472 2023/07/21 01:31:06 - mmengine - INFO - Epoch(train) [15][ 200/9365] lr: 1.4770e-01 eta: 16:06:27 time: 0.6171 data_time: 0.0739 memory: 16132 grad_norm: 1.3258 loss: 2.7739 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 2.7739 2023/07/21 01:31:18 - mmengine - INFO - Epoch(train) [15][ 220/9365] lr: 1.4765e-01 eta: 16:06:14 time: 0.6029 data_time: 0.0797 memory: 16132 grad_norm: 1.3206 loss: 2.8274 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.8274 2023/07/21 01:31:30 - mmengine - INFO - Epoch(train) [15][ 240/9365] lr: 1.4759e-01 eta: 16:06:01 time: 0.5973 data_time: 0.1019 memory: 16132 grad_norm: 1.3219 loss: 2.6630 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.6630 2023/07/21 01:31:42 - mmengine - INFO - Epoch(train) [15][ 260/9365] lr: 1.4754e-01 eta: 16:05:48 time: 0.5822 data_time: 0.0707 memory: 16132 grad_norm: 1.3220 loss: 2.6283 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.6283 2023/07/21 01:31:54 - mmengine - INFO - Epoch(train) [15][ 280/9365] lr: 1.4748e-01 eta: 16:05:35 time: 0.6230 data_time: 0.0877 memory: 16132 grad_norm: 1.3391 loss: 2.8158 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 2.8158 2023/07/21 01:32:06 - mmengine - INFO - Epoch(train) [15][ 300/9365] lr: 1.4743e-01 eta: 16:05:22 time: 0.6045 data_time: 0.0999 memory: 16132 grad_norm: 1.3110 loss: 2.6359 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.6359 2023/07/21 01:32:18 - mmengine - INFO - Epoch(train) [15][ 320/9365] lr: 1.4738e-01 eta: 16:05:10 time: 0.6071 data_time: 0.0797 memory: 16132 grad_norm: 1.3292 loss: 2.5682 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.5682 2023/07/21 01:32:31 - mmengine - INFO - Epoch(train) [15][ 340/9365] lr: 1.4732e-01 eta: 16:04:57 time: 0.6254 data_time: 0.0745 memory: 16132 grad_norm: 1.3262 loss: 2.7151 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.7151 2023/07/21 01:32:43 - mmengine - INFO - Epoch(train) [15][ 360/9365] lr: 1.4727e-01 eta: 16:04:44 time: 0.5849 data_time: 0.0838 memory: 16132 grad_norm: 1.3392 loss: 2.6986 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.6986 2023/07/21 01:32:55 - mmengine - INFO - Epoch(train) [15][ 380/9365] lr: 1.4721e-01 eta: 16:04:31 time: 0.6077 data_time: 0.0809 memory: 16132 grad_norm: 1.3240 loss: 2.8284 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.8284 2023/07/21 01:33:07 - mmengine - INFO - Epoch(train) [15][ 400/9365] lr: 1.4716e-01 eta: 16:04:19 time: 0.6235 data_time: 0.0827 memory: 16132 grad_norm: 1.2956 loss: 2.7791 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.7791 2023/07/21 01:33:19 - mmengine - INFO - Epoch(train) [15][ 420/9365] lr: 1.4711e-01 eta: 16:04:06 time: 0.6064 data_time: 0.0915 memory: 16132 grad_norm: 1.3182 loss: 2.6308 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.6308 2023/07/21 01:33:32 - mmengine - INFO - Epoch(train) [15][ 440/9365] lr: 1.4705e-01 eta: 16:03:53 time: 0.6070 data_time: 0.0814 memory: 16132 grad_norm: 1.3489 loss: 2.7207 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 2.7207 2023/07/21 01:33:43 - mmengine - INFO - Epoch(train) [15][ 460/9365] lr: 1.4700e-01 eta: 16:03:40 time: 0.5796 data_time: 0.0758 memory: 16132 grad_norm: 1.3229 loss: 2.7511 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7511 2023/07/21 01:33:56 - mmengine - INFO - Epoch(train) [15][ 480/9365] lr: 1.4694e-01 eta: 16:03:28 time: 0.6395 data_time: 0.0800 memory: 16132 grad_norm: 1.3146 loss: 2.6662 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 2.6662 2023/07/21 01:34:08 - mmengine - INFO - Epoch(train) [15][ 500/9365] lr: 1.4689e-01 eta: 16:03:15 time: 0.6100 data_time: 0.0828 memory: 16132 grad_norm: 1.3137 loss: 2.6801 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.6801 2023/07/21 01:34:20 - mmengine - INFO - Epoch(train) [15][ 520/9365] lr: 1.4684e-01 eta: 16:03:02 time: 0.5957 data_time: 0.0973 memory: 16132 grad_norm: 1.3420 loss: 2.5900 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.5900 2023/07/21 01:34:33 - mmengine - INFO - Epoch(train) [15][ 540/9365] lr: 1.4678e-01 eta: 16:02:50 time: 0.6185 data_time: 0.0813 memory: 16132 grad_norm: 1.2742 loss: 2.6200 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6200 2023/07/21 01:34:45 - mmengine - INFO - Epoch(train) [15][ 560/9365] lr: 1.4673e-01 eta: 16:02:37 time: 0.6047 data_time: 0.0858 memory: 16132 grad_norm: 1.3254 loss: 2.6019 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.6019 2023/07/21 01:34:56 - mmengine - INFO - Epoch(train) [15][ 580/9365] lr: 1.4667e-01 eta: 16:02:23 time: 0.5893 data_time: 0.0777 memory: 16132 grad_norm: 1.3232 loss: 2.5886 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.5886 2023/07/21 01:35:09 - mmengine - INFO - Epoch(train) [15][ 600/9365] lr: 1.4662e-01 eta: 16:02:11 time: 0.6298 data_time: 0.0774 memory: 16132 grad_norm: 1.3257 loss: 2.5499 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5499 2023/07/21 01:35:21 - mmengine - INFO - Epoch(train) [15][ 620/9365] lr: 1.4657e-01 eta: 16:01:58 time: 0.6012 data_time: 0.0802 memory: 16132 grad_norm: 1.3132 loss: 2.8372 top1_acc: 0.3750 top5_acc: 0.8438 loss_cls: 2.8372 2023/07/21 01:35:34 - mmengine - INFO - Epoch(train) [15][ 640/9365] lr: 1.4651e-01 eta: 16:01:46 time: 0.6383 data_time: 0.1094 memory: 16132 grad_norm: 1.2957 loss: 2.6627 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.6627 2023/07/21 01:35:46 - mmengine - INFO - Epoch(train) [15][ 660/9365] lr: 1.4646e-01 eta: 16:01:34 time: 0.6015 data_time: 0.0908 memory: 16132 grad_norm: 1.2988 loss: 2.7375 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.7375 2023/07/21 01:35:58 - mmengine - INFO - Epoch(train) [15][ 680/9365] lr: 1.4641e-01 eta: 16:01:21 time: 0.5998 data_time: 0.0941 memory: 16132 grad_norm: 1.3337 loss: 2.6229 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.6229 2023/07/21 01:36:10 - mmengine - INFO - Epoch(train) [15][ 700/9365] lr: 1.4635e-01 eta: 16:01:08 time: 0.5994 data_time: 0.1234 memory: 16132 grad_norm: 1.3004 loss: 2.6811 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6811 2023/07/21 01:36:22 - mmengine - INFO - Epoch(train) [15][ 720/9365] lr: 1.4630e-01 eta: 16:00:55 time: 0.6209 data_time: 0.0771 memory: 16132 grad_norm: 1.3093 loss: 2.7123 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7123 2023/07/21 01:36:35 - mmengine - INFO - Epoch(train) [15][ 740/9365] lr: 1.4624e-01 eta: 16:00:43 time: 0.6123 data_time: 0.0919 memory: 16132 grad_norm: 1.3082 loss: 2.6640 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6640 2023/07/21 01:36:47 - mmengine - INFO - Epoch(train) [15][ 760/9365] lr: 1.4619e-01 eta: 16:00:29 time: 0.5892 data_time: 0.0844 memory: 16132 grad_norm: 1.3495 loss: 2.6780 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6780 2023/07/21 01:36:59 - mmengine - INFO - Epoch(train) [15][ 780/9365] lr: 1.4614e-01 eta: 16:00:17 time: 0.6138 data_time: 0.0857 memory: 16132 grad_norm: 1.3017 loss: 2.6543 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6543 2023/07/21 01:37:11 - mmengine - INFO - Epoch(train) [15][ 800/9365] lr: 1.4608e-01 eta: 16:00:04 time: 0.5955 data_time: 0.0808 memory: 16132 grad_norm: 1.3179 loss: 2.5835 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.5835 2023/07/21 01:37:23 - mmengine - INFO - Epoch(train) [15][ 820/9365] lr: 1.4603e-01 eta: 15:59:51 time: 0.6177 data_time: 0.0804 memory: 16132 grad_norm: 1.3155 loss: 2.6472 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6472 2023/07/21 01:37:35 - mmengine - INFO - Epoch(train) [15][ 840/9365] lr: 1.4597e-01 eta: 15:59:37 time: 0.5691 data_time: 0.0824 memory: 16132 grad_norm: 1.3352 loss: 2.7092 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.7092 2023/07/21 01:37:47 - mmengine - INFO - Epoch(train) [15][ 860/9365] lr: 1.4592e-01 eta: 15:59:25 time: 0.6355 data_time: 0.0743 memory: 16132 grad_norm: 1.3182 loss: 2.8081 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.8081 2023/07/21 01:37:59 - mmengine - INFO - Epoch(train) [15][ 880/9365] lr: 1.4587e-01 eta: 15:59:12 time: 0.6062 data_time: 0.1135 memory: 16132 grad_norm: 1.2823 loss: 2.6568 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.6568 2023/07/21 01:38:05 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 01:38:11 - mmengine - INFO - Epoch(train) [15][ 900/9365] lr: 1.4581e-01 eta: 15:58:59 time: 0.5885 data_time: 0.0783 memory: 16132 grad_norm: 1.3209 loss: 2.6564 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.6564 2023/07/21 01:38:23 - mmengine - INFO - Epoch(train) [15][ 920/9365] lr: 1.4576e-01 eta: 15:58:46 time: 0.5987 data_time: 0.0775 memory: 16132 grad_norm: 1.2817 loss: 2.6554 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6554 2023/07/21 01:38:36 - mmengine - INFO - Epoch(train) [15][ 940/9365] lr: 1.4571e-01 eta: 15:58:34 time: 0.6184 data_time: 0.0771 memory: 16132 grad_norm: 1.3517 loss: 2.7002 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.7002 2023/07/21 01:38:48 - mmengine - INFO - Epoch(train) [15][ 960/9365] lr: 1.4565e-01 eta: 15:58:21 time: 0.6177 data_time: 0.0765 memory: 16132 grad_norm: 1.3329 loss: 2.7168 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7168 2023/07/21 01:39:00 - mmengine - INFO - Epoch(train) [15][ 980/9365] lr: 1.4560e-01 eta: 15:58:08 time: 0.5954 data_time: 0.0826 memory: 16132 grad_norm: 1.2897 loss: 2.7968 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.7968 2023/07/21 01:39:12 - mmengine - INFO - Epoch(train) [15][1000/9365] lr: 1.4554e-01 eta: 15:57:55 time: 0.6074 data_time: 0.0789 memory: 16132 grad_norm: 1.3401 loss: 2.7640 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7640 2023/07/21 01:39:25 - mmengine - INFO - Epoch(train) [15][1020/9365] lr: 1.4549e-01 eta: 15:57:43 time: 0.6317 data_time: 0.0809 memory: 16132 grad_norm: 1.3282 loss: 2.5848 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.5848 2023/07/21 01:39:37 - mmengine - INFO - Epoch(train) [15][1040/9365] lr: 1.4544e-01 eta: 15:57:30 time: 0.5931 data_time: 0.0858 memory: 16132 grad_norm: 1.3362 loss: 2.7999 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7999 2023/07/21 01:39:49 - mmengine - INFO - Epoch(train) [15][1060/9365] lr: 1.4538e-01 eta: 15:57:17 time: 0.6002 data_time: 0.0747 memory: 16132 grad_norm: 1.3196 loss: 2.6960 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6960 2023/07/21 01:40:01 - mmengine - INFO - Epoch(train) [15][1080/9365] lr: 1.4533e-01 eta: 15:57:04 time: 0.5978 data_time: 0.0821 memory: 16132 grad_norm: 1.3194 loss: 2.7624 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.7624 2023/07/21 01:40:13 - mmengine - INFO - Epoch(train) [15][1100/9365] lr: 1.4527e-01 eta: 15:56:52 time: 0.6272 data_time: 0.0793 memory: 16132 grad_norm: 1.2929 loss: 2.6899 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.6899 2023/07/21 01:40:25 - mmengine - INFO - Epoch(train) [15][1120/9365] lr: 1.4522e-01 eta: 15:56:39 time: 0.5941 data_time: 0.0867 memory: 16132 grad_norm: 1.3213 loss: 2.7323 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7323 2023/07/21 01:40:38 - mmengine - INFO - Epoch(train) [15][1140/9365] lr: 1.4517e-01 eta: 15:56:27 time: 0.6347 data_time: 0.0787 memory: 16132 grad_norm: 1.3270 loss: 2.6046 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6046 2023/07/21 01:40:50 - mmengine - INFO - Epoch(train) [15][1160/9365] lr: 1.4511e-01 eta: 15:56:14 time: 0.5943 data_time: 0.0941 memory: 16132 grad_norm: 1.3575 loss: 2.6240 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6240 2023/07/21 01:41:02 - mmengine - INFO - Epoch(train) [15][1180/9365] lr: 1.4506e-01 eta: 15:56:01 time: 0.6272 data_time: 0.1279 memory: 16132 grad_norm: 1.3194 loss: 2.7009 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.7009 2023/07/21 01:41:14 - mmengine - INFO - Epoch(train) [15][1200/9365] lr: 1.4501e-01 eta: 15:55:48 time: 0.5848 data_time: 0.0786 memory: 16132 grad_norm: 1.3383 loss: 2.6452 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.6452 2023/07/21 01:41:26 - mmengine - INFO - Epoch(train) [15][1220/9365] lr: 1.4495e-01 eta: 15:55:35 time: 0.6112 data_time: 0.0785 memory: 16132 grad_norm: 1.3345 loss: 2.7224 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.7224 2023/07/21 01:41:39 - mmengine - INFO - Epoch(train) [15][1240/9365] lr: 1.4490e-01 eta: 15:55:23 time: 0.6151 data_time: 0.0785 memory: 16132 grad_norm: 1.3032 loss: 2.5967 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5967 2023/07/21 01:41:52 - mmengine - INFO - Epoch(train) [15][1260/9365] lr: 1.4484e-01 eta: 15:55:11 time: 0.6402 data_time: 0.0841 memory: 16132 grad_norm: 1.3399 loss: 2.7724 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.7724 2023/07/21 01:42:04 - mmengine - INFO - Epoch(train) [15][1280/9365] lr: 1.4479e-01 eta: 15:54:58 time: 0.6010 data_time: 0.0835 memory: 16132 grad_norm: 1.3391 loss: 2.6008 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.6008 2023/07/21 01:42:16 - mmengine - INFO - Epoch(train) [15][1300/9365] lr: 1.4474e-01 eta: 15:54:45 time: 0.6185 data_time: 0.1140 memory: 16132 grad_norm: 1.3323 loss: 2.6338 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6338 2023/07/21 01:42:28 - mmengine - INFO - Epoch(train) [15][1320/9365] lr: 1.4468e-01 eta: 15:54:33 time: 0.6153 data_time: 0.0755 memory: 16132 grad_norm: 1.3600 loss: 2.6452 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.6452 2023/07/21 01:42:40 - mmengine - INFO - Epoch(train) [15][1340/9365] lr: 1.4463e-01 eta: 15:54:20 time: 0.5985 data_time: 0.0799 memory: 16132 grad_norm: 1.3344 loss: 2.6428 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6428 2023/07/21 01:42:52 - mmengine - INFO - Epoch(train) [15][1360/9365] lr: 1.4458e-01 eta: 15:54:07 time: 0.6012 data_time: 0.0775 memory: 16132 grad_norm: 1.3335 loss: 2.7734 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7734 2023/07/21 01:43:04 - mmengine - INFO - Epoch(train) [15][1380/9365] lr: 1.4452e-01 eta: 15:53:54 time: 0.6051 data_time: 0.0862 memory: 16132 grad_norm: 1.3125 loss: 2.6397 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.6397 2023/07/21 01:43:17 - mmengine - INFO - Epoch(train) [15][1400/9365] lr: 1.4447e-01 eta: 15:53:42 time: 0.6248 data_time: 0.0827 memory: 16132 grad_norm: 1.3139 loss: 2.6159 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6159 2023/07/21 01:43:29 - mmengine - INFO - Epoch(train) [15][1420/9365] lr: 1.4441e-01 eta: 15:53:29 time: 0.6059 data_time: 0.0899 memory: 16132 grad_norm: 1.3126 loss: 2.7060 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7060 2023/07/21 01:43:42 - mmengine - INFO - Epoch(train) [15][1440/9365] lr: 1.4436e-01 eta: 15:53:17 time: 0.6262 data_time: 0.0856 memory: 16132 grad_norm: 1.3158 loss: 2.7526 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7526 2023/07/21 01:43:54 - mmengine - INFO - Epoch(train) [15][1460/9365] lr: 1.4431e-01 eta: 15:53:04 time: 0.5962 data_time: 0.0969 memory: 16132 grad_norm: 1.3513 loss: 2.6718 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6718 2023/07/21 01:44:05 - mmengine - INFO - Epoch(train) [15][1480/9365] lr: 1.4425e-01 eta: 15:52:50 time: 0.5881 data_time: 0.0777 memory: 16132 grad_norm: 1.3215 loss: 2.6628 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6628 2023/07/21 01:44:17 - mmengine - INFO - Epoch(train) [15][1500/9365] lr: 1.4420e-01 eta: 15:52:37 time: 0.5779 data_time: 0.0924 memory: 16132 grad_norm: 1.3312 loss: 2.7454 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7454 2023/07/21 01:44:29 - mmengine - INFO - Epoch(train) [15][1520/9365] lr: 1.4415e-01 eta: 15:52:24 time: 0.6081 data_time: 0.0852 memory: 16132 grad_norm: 1.3336 loss: 2.7848 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7848 2023/07/21 01:44:42 - mmengine - INFO - Epoch(train) [15][1540/9365] lr: 1.4409e-01 eta: 15:52:12 time: 0.6241 data_time: 0.0848 memory: 16132 grad_norm: 1.3372 loss: 2.8646 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8646 2023/07/21 01:44:54 - mmengine - INFO - Epoch(train) [15][1560/9365] lr: 1.4404e-01 eta: 15:51:59 time: 0.6170 data_time: 0.0830 memory: 16132 grad_norm: 1.3383 loss: 2.7886 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7886 2023/07/21 01:45:06 - mmengine - INFO - Epoch(train) [15][1580/9365] lr: 1.4399e-01 eta: 15:51:47 time: 0.6078 data_time: 0.0828 memory: 16132 grad_norm: 1.3013 loss: 2.5640 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.5640 2023/07/21 01:45:19 - mmengine - INFO - Epoch(train) [15][1600/9365] lr: 1.4393e-01 eta: 15:51:35 time: 0.6378 data_time: 0.0887 memory: 16132 grad_norm: 1.3270 loss: 2.5797 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.5797 2023/07/21 01:45:31 - mmengine - INFO - Epoch(train) [15][1620/9365] lr: 1.4388e-01 eta: 15:51:22 time: 0.5912 data_time: 0.0861 memory: 16132 grad_norm: 1.3543 loss: 2.7107 top1_acc: 0.5625 top5_acc: 0.6562 loss_cls: 2.7107 2023/07/21 01:45:44 - mmengine - INFO - Epoch(train) [15][1640/9365] lr: 1.4382e-01 eta: 15:51:10 time: 0.6442 data_time: 0.0988 memory: 16132 grad_norm: 1.3269 loss: 2.6353 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6353 2023/07/21 01:45:55 - mmengine - INFO - Epoch(train) [15][1660/9365] lr: 1.4377e-01 eta: 15:50:56 time: 0.5851 data_time: 0.0936 memory: 16132 grad_norm: 1.3180 loss: 2.5229 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5229 2023/07/21 01:46:08 - mmengine - INFO - Epoch(train) [15][1680/9365] lr: 1.4372e-01 eta: 15:50:43 time: 0.6020 data_time: 0.0795 memory: 16132 grad_norm: 1.3310 loss: 2.6718 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6718 2023/07/21 01:46:20 - mmengine - INFO - Epoch(train) [15][1700/9365] lr: 1.4366e-01 eta: 15:50:31 time: 0.6207 data_time: 0.0845 memory: 16132 grad_norm: 1.3297 loss: 2.5166 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5166 2023/07/21 01:46:32 - mmengine - INFO - Epoch(train) [15][1720/9365] lr: 1.4361e-01 eta: 15:50:18 time: 0.5978 data_time: 0.0733 memory: 16132 grad_norm: 1.3289 loss: 2.6291 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.6291 2023/07/21 01:46:45 - mmengine - INFO - Epoch(train) [15][1740/9365] lr: 1.4356e-01 eta: 15:50:06 time: 0.6461 data_time: 0.0917 memory: 16132 grad_norm: 1.3341 loss: 2.5504 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.5504 2023/07/21 01:46:57 - mmengine - INFO - Epoch(train) [15][1760/9365] lr: 1.4350e-01 eta: 15:49:54 time: 0.6050 data_time: 0.0755 memory: 16132 grad_norm: 1.3264 loss: 2.5829 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.5829 2023/07/21 01:47:09 - mmengine - INFO - Epoch(train) [15][1780/9365] lr: 1.4345e-01 eta: 15:49:40 time: 0.5822 data_time: 0.0756 memory: 16132 grad_norm: 1.3512 loss: 2.6025 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 2.6025 2023/07/21 01:47:21 - mmengine - INFO - Epoch(train) [15][1800/9365] lr: 1.4340e-01 eta: 15:49:27 time: 0.6065 data_time: 0.0754 memory: 16132 grad_norm: 1.3465 loss: 2.7589 top1_acc: 0.3438 top5_acc: 0.4062 loss_cls: 2.7589 2023/07/21 01:47:33 - mmengine - INFO - Epoch(train) [15][1820/9365] lr: 1.4334e-01 eta: 15:49:15 time: 0.6122 data_time: 0.0788 memory: 16132 grad_norm: 1.3465 loss: 2.6984 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.6984 2023/07/21 01:47:45 - mmengine - INFO - Epoch(train) [15][1840/9365] lr: 1.4329e-01 eta: 15:49:02 time: 0.6094 data_time: 0.0836 memory: 16132 grad_norm: 1.3204 loss: 2.7057 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.7057 2023/07/21 01:47:58 - mmengine - INFO - Epoch(train) [15][1860/9365] lr: 1.4323e-01 eta: 15:48:50 time: 0.6242 data_time: 0.0811 memory: 16132 grad_norm: 1.3366 loss: 2.4760 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.4760 2023/07/21 01:48:10 - mmengine - INFO - Epoch(train) [15][1880/9365] lr: 1.4318e-01 eta: 15:48:37 time: 0.6226 data_time: 0.1005 memory: 16132 grad_norm: 1.3292 loss: 2.6964 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.6964 2023/07/21 01:48:16 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 01:48:23 - mmengine - INFO - Epoch(train) [15][1900/9365] lr: 1.4313e-01 eta: 15:48:25 time: 0.6082 data_time: 0.0894 memory: 16132 grad_norm: 1.3165 loss: 2.8198 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.8198 2023/07/21 01:48:35 - mmengine - INFO - Epoch(train) [15][1920/9365] lr: 1.4307e-01 eta: 15:48:12 time: 0.6059 data_time: 0.0931 memory: 16132 grad_norm: 1.3522 loss: 2.8033 top1_acc: 0.5312 top5_acc: 0.5625 loss_cls: 2.8033 2023/07/21 01:48:47 - mmengine - INFO - Epoch(train) [15][1940/9365] lr: 1.4302e-01 eta: 15:48:00 time: 0.6235 data_time: 0.0873 memory: 16132 grad_norm: 1.3469 loss: 2.7268 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.7268 2023/07/21 01:48:59 - mmengine - INFO - Epoch(train) [15][1960/9365] lr: 1.4297e-01 eta: 15:47:47 time: 0.5998 data_time: 0.0868 memory: 16132 grad_norm: 1.3119 loss: 2.6126 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6126 2023/07/21 01:49:12 - mmengine - INFO - Epoch(train) [15][1980/9365] lr: 1.4291e-01 eta: 15:47:35 time: 0.6368 data_time: 0.1205 memory: 16132 grad_norm: 1.3329 loss: 2.7391 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.7391 2023/07/21 01:49:24 - mmengine - INFO - Epoch(train) [15][2000/9365] lr: 1.4286e-01 eta: 15:47:22 time: 0.6172 data_time: 0.1123 memory: 16132 grad_norm: 1.3491 loss: 2.7351 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.7351 2023/07/21 01:49:37 - mmengine - INFO - Epoch(train) [15][2020/9365] lr: 1.4281e-01 eta: 15:47:10 time: 0.6216 data_time: 0.0859 memory: 16132 grad_norm: 1.3344 loss: 2.6396 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6396 2023/07/21 01:49:49 - mmengine - INFO - Epoch(train) [15][2040/9365] lr: 1.4275e-01 eta: 15:46:56 time: 0.5872 data_time: 0.0828 memory: 16132 grad_norm: 1.3579 loss: 2.7305 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7305 2023/07/21 01:50:01 - mmengine - INFO - Epoch(train) [15][2060/9365] lr: 1.4270e-01 eta: 15:46:44 time: 0.6213 data_time: 0.1005 memory: 16132 grad_norm: 1.3624 loss: 2.5916 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.5916 2023/07/21 01:50:14 - mmengine - INFO - Epoch(train) [15][2080/9365] lr: 1.4265e-01 eta: 15:46:32 time: 0.6248 data_time: 0.1118 memory: 16132 grad_norm: 1.3344 loss: 2.6290 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6290 2023/07/21 01:50:25 - mmengine - INFO - Epoch(train) [15][2100/9365] lr: 1.4259e-01 eta: 15:46:19 time: 0.5926 data_time: 0.0797 memory: 16132 grad_norm: 1.3342 loss: 2.6260 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6260 2023/07/21 01:50:38 - mmengine - INFO - Epoch(train) [15][2120/9365] lr: 1.4254e-01 eta: 15:46:07 time: 0.6310 data_time: 0.0982 memory: 16132 grad_norm: 1.3091 loss: 2.5429 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.5429 2023/07/21 01:50:50 - mmengine - INFO - Epoch(train) [15][2140/9365] lr: 1.4248e-01 eta: 15:45:53 time: 0.5956 data_time: 0.0776 memory: 16132 grad_norm: 1.3662 loss: 2.7393 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7393 2023/07/21 01:51:02 - mmengine - INFO - Epoch(train) [15][2160/9365] lr: 1.4243e-01 eta: 15:45:40 time: 0.5912 data_time: 0.0952 memory: 16132 grad_norm: 1.3248 loss: 2.6772 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.6772 2023/07/21 01:51:15 - mmengine - INFO - Epoch(train) [15][2180/9365] lr: 1.4238e-01 eta: 15:45:29 time: 0.6610 data_time: 0.0839 memory: 16132 grad_norm: 1.3441 loss: 2.5379 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5379 2023/07/21 01:51:27 - mmengine - INFO - Epoch(train) [15][2200/9365] lr: 1.4232e-01 eta: 15:45:16 time: 0.6163 data_time: 0.0964 memory: 16132 grad_norm: 1.2963 loss: 2.6467 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.6467 2023/07/21 01:51:40 - mmengine - INFO - Epoch(train) [15][2220/9365] lr: 1.4227e-01 eta: 15:45:04 time: 0.6318 data_time: 0.0863 memory: 16132 grad_norm: 1.3747 loss: 2.6422 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6422 2023/07/21 01:51:52 - mmengine - INFO - Epoch(train) [15][2240/9365] lr: 1.4222e-01 eta: 15:44:52 time: 0.6135 data_time: 0.0894 memory: 16132 grad_norm: 1.3352 loss: 2.6794 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6794 2023/07/21 01:52:04 - mmengine - INFO - Epoch(train) [15][2260/9365] lr: 1.4216e-01 eta: 15:44:39 time: 0.5995 data_time: 0.0885 memory: 16132 grad_norm: 1.3328 loss: 2.5683 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.5683 2023/07/21 01:52:16 - mmengine - INFO - Epoch(train) [15][2280/9365] lr: 1.4211e-01 eta: 15:44:26 time: 0.5955 data_time: 0.0919 memory: 16132 grad_norm: 1.3335 loss: 2.6453 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.6453 2023/07/21 01:52:28 - mmengine - INFO - Epoch(train) [15][2300/9365] lr: 1.4206e-01 eta: 15:44:13 time: 0.6020 data_time: 0.0772 memory: 16132 grad_norm: 1.3389 loss: 2.7375 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7375 2023/07/21 01:52:41 - mmengine - INFO - Epoch(train) [15][2320/9365] lr: 1.4200e-01 eta: 15:44:00 time: 0.6104 data_time: 0.0822 memory: 16132 grad_norm: 1.3144 loss: 2.6197 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.6197 2023/07/21 01:52:53 - mmengine - INFO - Epoch(train) [15][2340/9365] lr: 1.4195e-01 eta: 15:43:47 time: 0.6017 data_time: 0.0761 memory: 16132 grad_norm: 1.3278 loss: 2.5179 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5179 2023/07/21 01:53:05 - mmengine - INFO - Epoch(train) [15][2360/9365] lr: 1.4190e-01 eta: 15:43:35 time: 0.6262 data_time: 0.1129 memory: 16132 grad_norm: 1.3561 loss: 2.6725 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6725 2023/07/21 01:53:18 - mmengine - INFO - Epoch(train) [15][2380/9365] lr: 1.4184e-01 eta: 15:43:23 time: 0.6303 data_time: 0.0846 memory: 16132 grad_norm: 1.3275 loss: 2.6327 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.6327 2023/07/21 01:53:30 - mmengine - INFO - Epoch(train) [15][2400/9365] lr: 1.4179e-01 eta: 15:43:10 time: 0.6099 data_time: 0.0910 memory: 16132 grad_norm: 1.3779 loss: 2.6837 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.6837 2023/07/21 01:53:43 - mmengine - INFO - Epoch(train) [15][2420/9365] lr: 1.4174e-01 eta: 15:42:58 time: 0.6380 data_time: 0.0795 memory: 16132 grad_norm: 1.3313 loss: 2.7674 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.7674 2023/07/21 01:53:55 - mmengine - INFO - Epoch(train) [15][2440/9365] lr: 1.4168e-01 eta: 15:42:46 time: 0.6082 data_time: 0.1012 memory: 16132 grad_norm: 1.3161 loss: 2.6178 top1_acc: 0.2188 top5_acc: 0.4375 loss_cls: 2.6178 2023/07/21 01:54:08 - mmengine - INFO - Epoch(train) [15][2460/9365] lr: 1.4163e-01 eta: 15:42:34 time: 0.6424 data_time: 0.0867 memory: 16132 grad_norm: 1.3509 loss: 2.7898 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7898 2023/07/21 01:54:20 - mmengine - INFO - Epoch(train) [15][2480/9365] lr: 1.4157e-01 eta: 15:42:21 time: 0.6115 data_time: 0.0997 memory: 16132 grad_norm: 1.3611 loss: 2.7290 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7290 2023/07/21 01:54:33 - mmengine - INFO - Epoch(train) [15][2500/9365] lr: 1.4152e-01 eta: 15:42:09 time: 0.6363 data_time: 0.1146 memory: 16132 grad_norm: 1.3318 loss: 2.6742 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.6742 2023/07/21 01:54:45 - mmengine - INFO - Epoch(train) [15][2520/9365] lr: 1.4147e-01 eta: 15:41:56 time: 0.6049 data_time: 0.0799 memory: 16132 grad_norm: 1.3479 loss: 2.6993 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.6993 2023/07/21 01:54:58 - mmengine - INFO - Epoch(train) [15][2540/9365] lr: 1.4141e-01 eta: 15:41:44 time: 0.6385 data_time: 0.0760 memory: 16132 grad_norm: 1.3340 loss: 2.6740 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.6740 2023/07/21 01:55:10 - mmengine - INFO - Epoch(train) [15][2560/9365] lr: 1.4136e-01 eta: 15:41:32 time: 0.6145 data_time: 0.0775 memory: 16132 grad_norm: 1.3640 loss: 2.6384 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 2.6384 2023/07/21 01:55:22 - mmengine - INFO - Epoch(train) [15][2580/9365] lr: 1.4131e-01 eta: 15:41:19 time: 0.6053 data_time: 0.0800 memory: 16132 grad_norm: 1.3216 loss: 2.6455 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6455 2023/07/21 01:55:35 - mmengine - INFO - Epoch(train) [15][2600/9365] lr: 1.4125e-01 eta: 15:41:07 time: 0.6263 data_time: 0.0770 memory: 16132 grad_norm: 1.3520 loss: 2.8445 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.8445 2023/07/21 01:55:47 - mmengine - INFO - Epoch(train) [15][2620/9365] lr: 1.4120e-01 eta: 15:40:54 time: 0.5980 data_time: 0.0885 memory: 16132 grad_norm: 1.3452 loss: 2.6703 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6703 2023/07/21 01:55:59 - mmengine - INFO - Epoch(train) [15][2640/9365] lr: 1.4115e-01 eta: 15:40:41 time: 0.5954 data_time: 0.0802 memory: 16132 grad_norm: 1.3252 loss: 2.6737 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.6737 2023/07/21 01:56:11 - mmengine - INFO - Epoch(train) [15][2660/9365] lr: 1.4109e-01 eta: 15:40:29 time: 0.6319 data_time: 0.1126 memory: 16132 grad_norm: 1.3455 loss: 2.6943 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6943 2023/07/21 01:56:24 - mmengine - INFO - Epoch(train) [15][2680/9365] lr: 1.4104e-01 eta: 15:40:16 time: 0.6211 data_time: 0.0858 memory: 16132 grad_norm: 1.3171 loss: 2.5830 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.5830 2023/07/21 01:56:36 - mmengine - INFO - Epoch(train) [15][2700/9365] lr: 1.4099e-01 eta: 15:40:04 time: 0.6145 data_time: 0.0802 memory: 16132 grad_norm: 1.3819 loss: 2.7636 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7636 2023/07/21 01:56:48 - mmengine - INFO - Epoch(train) [15][2720/9365] lr: 1.4093e-01 eta: 15:39:51 time: 0.6077 data_time: 0.0926 memory: 16132 grad_norm: 1.3573 loss: 2.7294 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.7294 2023/07/21 01:57:01 - mmengine - INFO - Epoch(train) [15][2740/9365] lr: 1.4088e-01 eta: 15:39:38 time: 0.6065 data_time: 0.0781 memory: 16132 grad_norm: 1.3577 loss: 2.6660 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.6660 2023/07/21 01:57:13 - mmengine - INFO - Epoch(train) [15][2760/9365] lr: 1.4083e-01 eta: 15:39:26 time: 0.6119 data_time: 0.0859 memory: 16132 grad_norm: 1.3164 loss: 2.6285 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.6285 2023/07/21 01:57:25 - mmengine - INFO - Epoch(train) [15][2780/9365] lr: 1.4077e-01 eta: 15:39:13 time: 0.6136 data_time: 0.0839 memory: 16132 grad_norm: 1.3334 loss: 2.7821 top1_acc: 0.2188 top5_acc: 0.6875 loss_cls: 2.7821 2023/07/21 01:57:37 - mmengine - INFO - Epoch(train) [15][2800/9365] lr: 1.4072e-01 eta: 15:39:00 time: 0.6112 data_time: 0.0979 memory: 16132 grad_norm: 1.3195 loss: 2.7280 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.7280 2023/07/21 01:57:50 - mmengine - INFO - Epoch(train) [15][2820/9365] lr: 1.4067e-01 eta: 15:38:48 time: 0.6262 data_time: 0.0723 memory: 16132 grad_norm: 1.3451 loss: 2.7148 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.7148 2023/07/21 01:58:02 - mmengine - INFO - Epoch(train) [15][2840/9365] lr: 1.4061e-01 eta: 15:38:36 time: 0.6141 data_time: 0.0758 memory: 16132 grad_norm: 1.3386 loss: 2.6409 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6409 2023/07/21 01:58:15 - mmengine - INFO - Epoch(train) [15][2860/9365] lr: 1.4056e-01 eta: 15:38:23 time: 0.6238 data_time: 0.1101 memory: 16132 grad_norm: 1.3185 loss: 2.6830 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6830 2023/07/21 01:58:27 - mmengine - INFO - Epoch(train) [15][2880/9365] lr: 1.4051e-01 eta: 15:38:10 time: 0.6000 data_time: 0.1158 memory: 16132 grad_norm: 1.3504 loss: 2.6334 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.6334 2023/07/21 01:58:33 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 01:58:39 - mmengine - INFO - Epoch(train) [15][2900/9365] lr: 1.4045e-01 eta: 15:37:57 time: 0.5964 data_time: 0.0808 memory: 16132 grad_norm: 1.3422 loss: 2.6377 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6377 2023/07/21 01:58:51 - mmengine - INFO - Epoch(train) [15][2920/9365] lr: 1.4040e-01 eta: 15:37:45 time: 0.6270 data_time: 0.0909 memory: 16132 grad_norm: 1.3501 loss: 2.6799 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.6799 2023/07/21 01:59:04 - mmengine - INFO - Epoch(train) [15][2940/9365] lr: 1.4035e-01 eta: 15:37:32 time: 0.6100 data_time: 0.0769 memory: 16132 grad_norm: 1.3599 loss: 2.7935 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7935 2023/07/21 01:59:16 - mmengine - INFO - Epoch(train) [15][2960/9365] lr: 1.4029e-01 eta: 15:37:20 time: 0.6304 data_time: 0.0764 memory: 16132 grad_norm: 1.3201 loss: 2.8132 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.8132 2023/07/21 01:59:28 - mmengine - INFO - Epoch(train) [15][2980/9365] lr: 1.4024e-01 eta: 15:37:07 time: 0.5881 data_time: 0.0807 memory: 16132 grad_norm: 1.3412 loss: 2.8066 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8066 2023/07/21 01:59:40 - mmengine - INFO - Epoch(train) [15][3000/9365] lr: 1.4019e-01 eta: 15:36:55 time: 0.6171 data_time: 0.0801 memory: 16132 grad_norm: 1.3382 loss: 2.6638 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.6638 2023/07/21 01:59:53 - mmengine - INFO - Epoch(train) [15][3020/9365] lr: 1.4013e-01 eta: 15:36:43 time: 0.6339 data_time: 0.0888 memory: 16132 grad_norm: 1.3390 loss: 2.6920 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.6920 2023/07/21 02:00:05 - mmengine - INFO - Epoch(train) [15][3040/9365] lr: 1.4008e-01 eta: 15:36:30 time: 0.6020 data_time: 0.0773 memory: 16132 grad_norm: 1.3557 loss: 2.6132 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6132 2023/07/21 02:00:18 - mmengine - INFO - Epoch(train) [15][3060/9365] lr: 1.4003e-01 eta: 15:36:18 time: 0.6401 data_time: 0.1179 memory: 16132 grad_norm: 1.3571 loss: 2.6806 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6806 2023/07/21 02:00:30 - mmengine - INFO - Epoch(train) [15][3080/9365] lr: 1.3997e-01 eta: 15:36:05 time: 0.6011 data_time: 0.1007 memory: 16132 grad_norm: 1.3584 loss: 2.7952 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.7952 2023/07/21 02:00:42 - mmengine - INFO - Epoch(train) [15][3100/9365] lr: 1.3992e-01 eta: 15:35:52 time: 0.6107 data_time: 0.0791 memory: 16132 grad_norm: 1.3522 loss: 2.7244 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.7244 2023/07/21 02:00:55 - mmengine - INFO - Epoch(train) [15][3120/9365] lr: 1.3987e-01 eta: 15:35:40 time: 0.6198 data_time: 0.0754 memory: 16132 grad_norm: 1.3437 loss: 2.6616 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6616 2023/07/21 02:01:07 - mmengine - INFO - Epoch(train) [15][3140/9365] lr: 1.3981e-01 eta: 15:35:28 time: 0.6328 data_time: 0.0753 memory: 16132 grad_norm: 1.3057 loss: 2.5578 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.5578 2023/07/21 02:01:20 - mmengine - INFO - Epoch(train) [15][3160/9365] lr: 1.3976e-01 eta: 15:35:15 time: 0.6152 data_time: 0.0789 memory: 16132 grad_norm: 1.3557 loss: 2.7086 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7086 2023/07/21 02:01:32 - mmengine - INFO - Epoch(train) [15][3180/9365] lr: 1.3971e-01 eta: 15:35:03 time: 0.6223 data_time: 0.1016 memory: 16132 grad_norm: 1.3337 loss: 2.6646 top1_acc: 0.1562 top5_acc: 0.2500 loss_cls: 2.6646 2023/07/21 02:01:44 - mmengine - INFO - Epoch(train) [15][3200/9365] lr: 1.3965e-01 eta: 15:34:50 time: 0.5996 data_time: 0.0752 memory: 16132 grad_norm: 1.3561 loss: 2.6390 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6390 2023/07/21 02:01:56 - mmengine - INFO - Epoch(train) [15][3220/9365] lr: 1.3960e-01 eta: 15:34:37 time: 0.6170 data_time: 0.0734 memory: 16132 grad_norm: 1.3252 loss: 2.7077 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.7077 2023/07/21 02:02:09 - mmengine - INFO - Epoch(train) [15][3240/9365] lr: 1.3955e-01 eta: 15:34:25 time: 0.6284 data_time: 0.0783 memory: 16132 grad_norm: 1.3447 loss: 2.6794 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.6794 2023/07/21 02:02:21 - mmengine - INFO - Epoch(train) [15][3260/9365] lr: 1.3949e-01 eta: 15:34:13 time: 0.6065 data_time: 0.0796 memory: 16132 grad_norm: 1.3659 loss: 2.5381 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5381 2023/07/21 02:02:33 - mmengine - INFO - Epoch(train) [15][3280/9365] lr: 1.3944e-01 eta: 15:34:00 time: 0.6105 data_time: 0.0929 memory: 16132 grad_norm: 1.3653 loss: 2.6470 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.6470 2023/07/21 02:02:46 - mmengine - INFO - Epoch(train) [15][3300/9365] lr: 1.3939e-01 eta: 15:33:48 time: 0.6257 data_time: 0.0843 memory: 16132 grad_norm: 1.3328 loss: 2.6747 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6747 2023/07/21 02:02:59 - mmengine - INFO - Epoch(train) [15][3320/9365] lr: 1.3933e-01 eta: 15:33:36 time: 0.6426 data_time: 0.1114 memory: 16132 grad_norm: 1.3535 loss: 2.6141 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.6141 2023/07/21 02:03:12 - mmengine - INFO - Epoch(train) [15][3340/9365] lr: 1.3928e-01 eta: 15:33:24 time: 0.6428 data_time: 0.0817 memory: 16132 grad_norm: 1.2895 loss: 2.6817 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6817 2023/07/21 02:03:23 - mmengine - INFO - Epoch(train) [15][3360/9365] lr: 1.3923e-01 eta: 15:33:10 time: 0.5741 data_time: 0.0890 memory: 16132 grad_norm: 1.3851 loss: 2.5584 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.5584 2023/07/21 02:03:36 - mmengine - INFO - Epoch(train) [15][3380/9365] lr: 1.3917e-01 eta: 15:32:58 time: 0.6293 data_time: 0.0781 memory: 16132 grad_norm: 1.3723 loss: 2.7088 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.7088 2023/07/21 02:03:48 - mmengine - INFO - Epoch(train) [15][3400/9365] lr: 1.3912e-01 eta: 15:32:45 time: 0.6021 data_time: 0.0810 memory: 16132 grad_norm: 1.3604 loss: 2.7041 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.7041 2023/07/21 02:04:00 - mmengine - INFO - Epoch(train) [15][3420/9365] lr: 1.3907e-01 eta: 15:32:33 time: 0.6093 data_time: 0.1014 memory: 16132 grad_norm: 1.3341 loss: 2.5068 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.5068 2023/07/21 02:04:13 - mmengine - INFO - Epoch(train) [15][3440/9365] lr: 1.3901e-01 eta: 15:32:20 time: 0.6171 data_time: 0.0910 memory: 16132 grad_norm: 1.3237 loss: 2.7212 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7212 2023/07/21 02:04:25 - mmengine - INFO - Epoch(train) [15][3460/9365] lr: 1.3896e-01 eta: 15:32:08 time: 0.6116 data_time: 0.1089 memory: 16132 grad_norm: 1.3329 loss: 2.6085 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6085 2023/07/21 02:04:37 - mmengine - INFO - Epoch(train) [15][3480/9365] lr: 1.3891e-01 eta: 15:31:55 time: 0.6144 data_time: 0.0763 memory: 16132 grad_norm: 1.3509 loss: 2.6397 top1_acc: 0.1250 top5_acc: 0.5625 loss_cls: 2.6397 2023/07/21 02:04:49 - mmengine - INFO - Epoch(train) [15][3500/9365] lr: 1.3885e-01 eta: 15:31:42 time: 0.5926 data_time: 0.0841 memory: 16132 grad_norm: 1.3380 loss: 2.7952 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.7952 2023/07/21 02:05:01 - mmengine - INFO - Epoch(train) [15][3520/9365] lr: 1.3880e-01 eta: 15:31:29 time: 0.6027 data_time: 0.0767 memory: 16132 grad_norm: 1.3687 loss: 2.7016 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7016 2023/07/21 02:05:13 - mmengine - INFO - Epoch(train) [15][3540/9365] lr: 1.3875e-01 eta: 15:31:16 time: 0.5987 data_time: 0.0847 memory: 16132 grad_norm: 1.3528 loss: 2.8177 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.8177 2023/07/21 02:05:25 - mmengine - INFO - Epoch(train) [15][3560/9365] lr: 1.3869e-01 eta: 15:31:04 time: 0.6171 data_time: 0.0973 memory: 16132 grad_norm: 1.3446 loss: 2.7394 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.7394 2023/07/21 02:05:38 - mmengine - INFO - Epoch(train) [15][3580/9365] lr: 1.3864e-01 eta: 15:30:51 time: 0.6113 data_time: 0.0981 memory: 16132 grad_norm: 1.3405 loss: 2.7357 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.7357 2023/07/21 02:05:50 - mmengine - INFO - Epoch(train) [15][3600/9365] lr: 1.3859e-01 eta: 15:30:38 time: 0.6161 data_time: 0.0851 memory: 16132 grad_norm: 1.3548 loss: 2.6699 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6699 2023/07/21 02:06:02 - mmengine - INFO - Epoch(train) [15][3620/9365] lr: 1.3853e-01 eta: 15:30:26 time: 0.6068 data_time: 0.0815 memory: 16132 grad_norm: 1.3487 loss: 2.6899 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6899 2023/07/21 02:06:15 - mmengine - INFO - Epoch(train) [15][3640/9365] lr: 1.3848e-01 eta: 15:30:14 time: 0.6388 data_time: 0.0818 memory: 16132 grad_norm: 1.3941 loss: 2.6034 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6034 2023/07/21 02:06:27 - mmengine - INFO - Epoch(train) [15][3660/9365] lr: 1.3843e-01 eta: 15:30:01 time: 0.6031 data_time: 0.0781 memory: 16132 grad_norm: 1.3699 loss: 2.8337 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.8337 2023/07/21 02:06:40 - mmengine - INFO - Epoch(train) [15][3680/9365] lr: 1.3837e-01 eta: 15:29:49 time: 0.6280 data_time: 0.0978 memory: 16132 grad_norm: 1.3333 loss: 2.6609 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6609 2023/07/21 02:06:51 - mmengine - INFO - Epoch(train) [15][3700/9365] lr: 1.3832e-01 eta: 15:29:35 time: 0.5808 data_time: 0.0884 memory: 16132 grad_norm: 1.3288 loss: 2.5944 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.5944 2023/07/21 02:07:04 - mmengine - INFO - Epoch(train) [15][3720/9365] lr: 1.3827e-01 eta: 15:29:23 time: 0.6341 data_time: 0.0822 memory: 16132 grad_norm: 1.3515 loss: 2.7371 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.7371 2023/07/21 02:07:17 - mmengine - INFO - Epoch(train) [15][3740/9365] lr: 1.3822e-01 eta: 15:29:11 time: 0.6417 data_time: 0.0860 memory: 16132 grad_norm: 1.3594 loss: 2.5088 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.5088 2023/07/21 02:07:29 - mmengine - INFO - Epoch(train) [15][3760/9365] lr: 1.3816e-01 eta: 15:28:59 time: 0.6089 data_time: 0.0994 memory: 16132 grad_norm: 1.3515 loss: 2.5630 top1_acc: 0.3125 top5_acc: 0.7812 loss_cls: 2.5630 2023/07/21 02:07:41 - mmengine - INFO - Epoch(train) [15][3780/9365] lr: 1.3811e-01 eta: 15:28:46 time: 0.6077 data_time: 0.0825 memory: 16132 grad_norm: 1.3592 loss: 2.5996 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.5996 2023/07/21 02:07:53 - mmengine - INFO - Epoch(train) [15][3800/9365] lr: 1.3806e-01 eta: 15:28:33 time: 0.5981 data_time: 0.0936 memory: 16132 grad_norm: 1.3579 loss: 2.4650 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.4650 2023/07/21 02:08:06 - mmengine - INFO - Epoch(train) [15][3820/9365] lr: 1.3800e-01 eta: 15:28:21 time: 0.6202 data_time: 0.0788 memory: 16132 grad_norm: 1.3420 loss: 2.8050 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.8050 2023/07/21 02:08:18 - mmengine - INFO - Epoch(train) [15][3840/9365] lr: 1.3795e-01 eta: 15:28:08 time: 0.6235 data_time: 0.0869 memory: 16132 grad_norm: 1.3461 loss: 2.7105 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.7105 2023/07/21 02:08:31 - mmengine - INFO - Epoch(train) [15][3860/9365] lr: 1.3790e-01 eta: 15:27:56 time: 0.6248 data_time: 0.0878 memory: 16132 grad_norm: 1.3507 loss: 2.7008 top1_acc: 0.1875 top5_acc: 0.3125 loss_cls: 2.7008 2023/07/21 02:08:43 - mmengine - INFO - Epoch(train) [15][3880/9365] lr: 1.3784e-01 eta: 15:27:43 time: 0.6065 data_time: 0.0788 memory: 16132 grad_norm: 1.3366 loss: 2.5977 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.5977 2023/07/21 02:08:49 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 02:08:55 - mmengine - INFO - Epoch(train) [15][3900/9365] lr: 1.3779e-01 eta: 15:27:30 time: 0.5985 data_time: 0.0882 memory: 16132 grad_norm: 1.3634 loss: 2.7048 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7048 2023/07/21 02:09:07 - mmengine - INFO - Epoch(train) [15][3920/9365] lr: 1.3774e-01 eta: 15:27:18 time: 0.6263 data_time: 0.0825 memory: 16132 grad_norm: 1.3456 loss: 2.6066 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.6066 2023/07/21 02:09:19 - mmengine - INFO - Epoch(train) [15][3940/9365] lr: 1.3768e-01 eta: 15:27:05 time: 0.5924 data_time: 0.0725 memory: 16132 grad_norm: 1.3359 loss: 2.7671 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.7671 2023/07/21 02:09:31 - mmengine - INFO - Epoch(train) [15][3960/9365] lr: 1.3763e-01 eta: 15:26:52 time: 0.6069 data_time: 0.0786 memory: 16132 grad_norm: 1.3693 loss: 2.6197 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.6197 2023/07/21 02:09:44 - mmengine - INFO - Epoch(train) [15][3980/9365] lr: 1.3758e-01 eta: 15:26:40 time: 0.6162 data_time: 0.0720 memory: 16132 grad_norm: 1.3581 loss: 2.7574 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.7574 2023/07/21 02:09:56 - mmengine - INFO - Epoch(train) [15][4000/9365] lr: 1.3752e-01 eta: 15:26:27 time: 0.6159 data_time: 0.0814 memory: 16132 grad_norm: 1.3420 loss: 2.5261 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.5261 2023/07/21 02:10:09 - mmengine - INFO - Epoch(train) [15][4020/9365] lr: 1.3747e-01 eta: 15:26:15 time: 0.6243 data_time: 0.0766 memory: 16132 grad_norm: 1.3443 loss: 2.7370 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.7370 2023/07/21 02:10:21 - mmengine - INFO - Epoch(train) [15][4040/9365] lr: 1.3742e-01 eta: 15:26:02 time: 0.6106 data_time: 0.1069 memory: 16132 grad_norm: 1.3291 loss: 2.5115 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.5115 2023/07/21 02:10:33 - mmengine - INFO - Epoch(train) [15][4060/9365] lr: 1.3737e-01 eta: 15:25:49 time: 0.6004 data_time: 0.0829 memory: 16132 grad_norm: 1.3650 loss: 2.7402 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.7402 2023/07/21 02:10:45 - mmengine - INFO - Epoch(train) [15][4080/9365] lr: 1.3731e-01 eta: 15:25:37 time: 0.6217 data_time: 0.0796 memory: 16132 grad_norm: 1.3679 loss: 2.5834 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.5834 2023/07/21 02:10:57 - mmengine - INFO - Epoch(train) [15][4100/9365] lr: 1.3726e-01 eta: 15:25:24 time: 0.6038 data_time: 0.0807 memory: 16132 grad_norm: 1.3562 loss: 2.7760 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.7760 2023/07/21 02:11:10 - mmengine - INFO - Epoch(train) [15][4120/9365] lr: 1.3721e-01 eta: 15:25:12 time: 0.6149 data_time: 0.0836 memory: 16132 grad_norm: 1.3563 loss: 2.7075 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.7075 2023/07/21 02:11:22 - mmengine - INFO - Epoch(train) [15][4140/9365] lr: 1.3715e-01 eta: 15:24:58 time: 0.5859 data_time: 0.0863 memory: 16132 grad_norm: 1.3644 loss: 2.7448 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.7448 2023/07/21 02:11:34 - mmengine - INFO - Epoch(train) [15][4160/9365] lr: 1.3710e-01 eta: 15:24:46 time: 0.6191 data_time: 0.0905 memory: 16132 grad_norm: 1.3846 loss: 2.7174 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7174 2023/07/21 02:11:46 - mmengine - INFO - Epoch(train) [15][4180/9365] lr: 1.3705e-01 eta: 15:24:33 time: 0.6023 data_time: 0.0897 memory: 16132 grad_norm: 1.3224 loss: 2.6322 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.6322 2023/07/21 02:11:59 - mmengine - INFO - Epoch(train) [15][4200/9365] lr: 1.3699e-01 eta: 15:24:21 time: 0.6262 data_time: 0.0905 memory: 16132 grad_norm: 1.3674 loss: 2.7470 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7470 2023/07/21 02:12:10 - mmengine - INFO - Epoch(train) [15][4220/9365] lr: 1.3694e-01 eta: 15:24:08 time: 0.5904 data_time: 0.1100 memory: 16132 grad_norm: 1.3548 loss: 2.6573 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.6573 2023/07/21 02:12:23 - mmengine - INFO - Epoch(train) [15][4240/9365] lr: 1.3689e-01 eta: 15:23:55 time: 0.6136 data_time: 0.1141 memory: 16132 grad_norm: 1.3396 loss: 2.7209 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7209 2023/07/21 02:12:35 - mmengine - INFO - Epoch(train) [15][4260/9365] lr: 1.3683e-01 eta: 15:23:43 time: 0.6208 data_time: 0.0978 memory: 16132 grad_norm: 1.3203 loss: 2.6298 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.6298 2023/07/21 02:12:47 - mmengine - INFO - Epoch(train) [15][4280/9365] lr: 1.3678e-01 eta: 15:23:30 time: 0.6004 data_time: 0.0892 memory: 16132 grad_norm: 1.3462 loss: 2.6489 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.6489 2023/07/21 02:13:00 - mmengine - INFO - Epoch(train) [15][4300/9365] lr: 1.3673e-01 eta: 15:23:18 time: 0.6585 data_time: 0.0829 memory: 16132 grad_norm: 1.3334 loss: 2.7012 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.7012 2023/07/21 02:13:14 - mmengine - INFO - Epoch(train) [15][4320/9365] lr: 1.3668e-01 eta: 15:23:07 time: 0.6566 data_time: 0.0794 memory: 16132 grad_norm: 1.3712 loss: 2.6667 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.6667 2023/07/21 02:13:25 - mmengine - INFO - Epoch(train) [15][4340/9365] lr: 1.3662e-01 eta: 15:22:54 time: 0.5968 data_time: 0.0986 memory: 16132 grad_norm: 1.3738 loss: 2.7020 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.7020 2023/07/21 02:13:38 - mmengine - INFO - Epoch(train) [15][4360/9365] lr: 1.3657e-01 eta: 15:22:42 time: 0.6453 data_time: 0.1125 memory: 16132 grad_norm: 1.3725 loss: 2.7834 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7834 2023/07/21 02:13:51 - mmengine - INFO - Epoch(train) [15][4380/9365] lr: 1.3652e-01 eta: 15:22:30 time: 0.6085 data_time: 0.1046 memory: 16132 grad_norm: 1.3561 loss: 2.5687 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5687 2023/07/21 02:14:03 - mmengine - INFO - Epoch(train) [15][4400/9365] lr: 1.3646e-01 eta: 15:22:17 time: 0.6322 data_time: 0.0854 memory: 16132 grad_norm: 1.3727 loss: 2.8507 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.8507 2023/07/21 02:14:15 - mmengine - INFO - Epoch(train) [15][4420/9365] lr: 1.3641e-01 eta: 15:22:05 time: 0.6085 data_time: 0.0910 memory: 16132 grad_norm: 1.3262 loss: 2.6709 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.6709 2023/07/21 02:14:28 - mmengine - INFO - Epoch(train) [15][4440/9365] lr: 1.3636e-01 eta: 15:21:52 time: 0.6122 data_time: 0.0860 memory: 16132 grad_norm: 1.3381 loss: 2.5234 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5234 2023/07/21 02:14:39 - mmengine - INFO - Epoch(train) [15][4460/9365] lr: 1.3630e-01 eta: 15:21:39 time: 0.5829 data_time: 0.0786 memory: 16132 grad_norm: 1.3628 loss: 2.6922 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.6922 2023/07/21 02:14:52 - mmengine - INFO - Epoch(train) [15][4480/9365] lr: 1.3625e-01 eta: 15:21:26 time: 0.6159 data_time: 0.0790 memory: 16132 grad_norm: 1.3655 loss: 2.6165 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.6165 2023/07/21 02:15:04 - mmengine - INFO - Epoch(train) [15][4500/9365] lr: 1.3620e-01 eta: 15:21:14 time: 0.6163 data_time: 0.0884 memory: 16132 grad_norm: 1.3782 loss: 2.6542 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.6542 2023/07/21 02:15:16 - mmengine - INFO - Epoch(train) [15][4520/9365] lr: 1.3615e-01 eta: 15:21:01 time: 0.6079 data_time: 0.0835 memory: 16132 grad_norm: 1.3536 loss: 2.6577 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.6577 2023/07/21 02:15:28 - mmengine - INFO - Epoch(train) [15][4540/9365] lr: 1.3609e-01 eta: 15:20:48 time: 0.5918 data_time: 0.0861 memory: 16132 grad_norm: 1.3668 loss: 2.8103 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.8103 2023/07/21 02:15:41 - mmengine - INFO - Epoch(train) [15][4560/9365] lr: 1.3604e-01 eta: 15:20:36 time: 0.6159 data_time: 0.0801 memory: 16132 grad_norm: 1.3687 loss: 2.6456 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6456 2023/07/21 02:15:53 - mmengine - INFO - Epoch(train) [15][4580/9365] lr: 1.3599e-01 eta: 15:20:23 time: 0.6104 data_time: 0.0858 memory: 16132 grad_norm: 1.3807 loss: 2.6187 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6187 2023/07/21 02:16:05 - mmengine - INFO - Epoch(train) [15][4600/9365] lr: 1.3593e-01 eta: 15:20:10 time: 0.6097 data_time: 0.0925 memory: 16132 grad_norm: 1.3570 loss: 2.6573 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.6573 2023/07/21 02:16:17 - mmengine - INFO - Epoch(train) [15][4620/9365] lr: 1.3588e-01 eta: 15:19:58 time: 0.6224 data_time: 0.0842 memory: 16132 grad_norm: 1.3498 loss: 2.6431 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.6431 2023/07/21 02:16:30 - mmengine - INFO - Epoch(train) [15][4640/9365] lr: 1.3583e-01 eta: 15:19:46 time: 0.6249 data_time: 0.1228 memory: 16132 grad_norm: 1.3480 loss: 2.6710 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.6710 2023/07/21 02:16:42 - mmengine - INFO - Epoch(train) [15][4660/9365] lr: 1.3577e-01 eta: 15:19:33 time: 0.6084 data_time: 0.0858 memory: 16132 grad_norm: 1.3641 loss: 2.5446 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5446 2023/07/21 02:16:55 - mmengine - INFO - Epoch(train) [15][4680/9365] lr: 1.3572e-01 eta: 15:19:20 time: 0.6190 data_time: 0.0876 memory: 16132 grad_norm: 1.3433 loss: 2.5919 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.5919 2023/07/21 02:17:07 - mmengine - INFO - Epoch(train) [15][4700/9365] lr: 1.3567e-01 eta: 15:19:08 time: 0.6339 data_time: 0.0851 memory: 16132 grad_norm: 1.3743 loss: 2.6408 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.6408 2023/07/21 02:17:19 - mmengine - INFO - Epoch(train) [15][4720/9365] lr: 1.3562e-01 eta: 15:18:55 time: 0.5854 data_time: 0.1027 memory: 16132 grad_norm: 1.3574 loss: 2.6394 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6394 2023/07/21 02:17:31 - mmengine - INFO - Epoch(train) [15][4740/9365] lr: 1.3556e-01 eta: 15:18:43 time: 0.6173 data_time: 0.1057 memory: 16132 grad_norm: 1.3789 loss: 2.5829 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5829 2023/07/21 02:17:44 - mmengine - INFO - Epoch(train) [15][4760/9365] lr: 1.3551e-01 eta: 15:18:30 time: 0.6202 data_time: 0.0816 memory: 16132 grad_norm: 1.3733 loss: 2.6072 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6072 2023/07/21 02:17:55 - mmengine - INFO - Epoch(train) [15][4780/9365] lr: 1.3546e-01 eta: 15:18:17 time: 0.5806 data_time: 0.0810 memory: 16132 grad_norm: 1.3499 loss: 2.6888 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6888 2023/07/21 02:18:08 - mmengine - INFO - Epoch(train) [15][4800/9365] lr: 1.3540e-01 eta: 15:18:04 time: 0.6157 data_time: 0.0949 memory: 16132 grad_norm: 1.3397 loss: 2.6004 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6004 2023/07/21 02:18:20 - mmengine - INFO - Epoch(train) [15][4820/9365] lr: 1.3535e-01 eta: 15:17:52 time: 0.6205 data_time: 0.0870 memory: 16132 grad_norm: 1.3551 loss: 2.6905 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.6905 2023/07/21 02:18:32 - mmengine - INFO - Epoch(train) [15][4840/9365] lr: 1.3530e-01 eta: 15:17:39 time: 0.6058 data_time: 0.0765 memory: 16132 grad_norm: 1.3156 loss: 2.6256 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.6256 2023/07/21 02:18:45 - mmengine - INFO - Epoch(train) [15][4860/9365] lr: 1.3525e-01 eta: 15:17:27 time: 0.6129 data_time: 0.0818 memory: 16132 grad_norm: 1.3499 loss: 2.6188 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.6188 2023/07/21 02:18:57 - mmengine - INFO - Epoch(train) [15][4880/9365] lr: 1.3519e-01 eta: 15:17:14 time: 0.6040 data_time: 0.0799 memory: 16132 grad_norm: 1.3625 loss: 2.6491 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6491 2023/07/21 02:19:03 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 02:19:09 - mmengine - INFO - Epoch(train) [15][4900/9365] lr: 1.3514e-01 eta: 15:17:02 time: 0.6285 data_time: 0.1373 memory: 16132 grad_norm: 1.3591 loss: 2.6679 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6679 2023/07/21 02:19:22 - mmengine - INFO - Epoch(train) [15][4920/9365] lr: 1.3509e-01 eta: 15:16:49 time: 0.6111 data_time: 0.0846 memory: 16132 grad_norm: 1.3923 loss: 2.7104 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7104 2023/07/21 02:19:33 - mmengine - INFO - Epoch(train) [15][4940/9365] lr: 1.3503e-01 eta: 15:16:36 time: 0.5861 data_time: 0.0784 memory: 16132 grad_norm: 1.3643 loss: 2.6070 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.6070 2023/07/21 02:19:46 - mmengine - INFO - Epoch(train) [15][4960/9365] lr: 1.3498e-01 eta: 15:16:23 time: 0.6110 data_time: 0.0800 memory: 16132 grad_norm: 1.3729 loss: 2.6344 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.6344 2023/07/21 02:19:58 - mmengine - INFO - Epoch(train) [15][4980/9365] lr: 1.3493e-01 eta: 15:16:10 time: 0.5982 data_time: 0.0796 memory: 16132 grad_norm: 1.3738 loss: 2.6919 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6919 2023/07/21 02:20:09 - mmengine - INFO - Epoch(train) [15][5000/9365] lr: 1.3487e-01 eta: 15:15:57 time: 0.5889 data_time: 0.0792 memory: 16132 grad_norm: 1.3579 loss: 2.6778 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6778 2023/07/21 02:20:21 - mmengine - INFO - Epoch(train) [15][5020/9365] lr: 1.3482e-01 eta: 15:15:44 time: 0.5987 data_time: 0.0829 memory: 16132 grad_norm: 1.3544 loss: 2.8074 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.8074 2023/07/21 02:20:34 - mmengine - INFO - Epoch(train) [15][5040/9365] lr: 1.3477e-01 eta: 15:15:32 time: 0.6198 data_time: 0.0977 memory: 16132 grad_norm: 1.3442 loss: 2.6962 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6962 2023/07/21 02:20:46 - mmengine - INFO - Epoch(train) [15][5060/9365] lr: 1.3472e-01 eta: 15:15:19 time: 0.6165 data_time: 0.0853 memory: 16132 grad_norm: 1.3854 loss: 2.8156 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.8156 2023/07/21 02:20:58 - mmengine - INFO - Epoch(train) [15][5080/9365] lr: 1.3466e-01 eta: 15:15:07 time: 0.6119 data_time: 0.1127 memory: 16132 grad_norm: 1.3471 loss: 2.7081 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.7081 2023/07/21 02:21:10 - mmengine - INFO - Epoch(train) [15][5100/9365] lr: 1.3461e-01 eta: 15:14:54 time: 0.5968 data_time: 0.0797 memory: 16132 grad_norm: 1.3497 loss: 2.6362 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.6362 2023/07/21 02:21:22 - mmengine - INFO - Epoch(train) [15][5120/9365] lr: 1.3456e-01 eta: 15:14:41 time: 0.5899 data_time: 0.0877 memory: 16132 grad_norm: 1.3396 loss: 2.6103 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.6103 2023/07/21 02:21:35 - mmengine - INFO - Epoch(train) [15][5140/9365] lr: 1.3450e-01 eta: 15:14:29 time: 0.6360 data_time: 0.0681 memory: 16132 grad_norm: 1.3628 loss: 2.6949 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6949 2023/07/21 02:21:47 - mmengine - INFO - Epoch(train) [15][5160/9365] lr: 1.3445e-01 eta: 15:14:15 time: 0.5823 data_time: 0.0814 memory: 16132 grad_norm: 1.3957 loss: 2.8231 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.8231 2023/07/21 02:21:59 - mmengine - INFO - Epoch(train) [15][5180/9365] lr: 1.3440e-01 eta: 15:14:03 time: 0.6372 data_time: 0.0818 memory: 16132 grad_norm: 1.3755 loss: 2.5382 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.5382 2023/07/21 02:22:11 - mmengine - INFO - Epoch(train) [15][5200/9365] lr: 1.3435e-01 eta: 15:13:50 time: 0.5925 data_time: 0.0827 memory: 16132 grad_norm: 1.4044 loss: 2.6156 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.6156 2023/07/21 02:22:24 - mmengine - INFO - Epoch(train) [15][5220/9365] lr: 1.3429e-01 eta: 15:13:38 time: 0.6128 data_time: 0.0730 memory: 16132 grad_norm: 1.3698 loss: 2.6631 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.6631 2023/07/21 02:22:36 - mmengine - INFO - Epoch(train) [15][5240/9365] lr: 1.3424e-01 eta: 15:13:25 time: 0.6208 data_time: 0.0921 memory: 16132 grad_norm: 1.3579 loss: 2.6278 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6278 2023/07/21 02:22:48 - mmengine - INFO - Epoch(train) [15][5260/9365] lr: 1.3419e-01 eta: 15:13:12 time: 0.5998 data_time: 0.0729 memory: 16132 grad_norm: 1.3578 loss: 2.7031 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.7031 2023/07/21 02:23:00 - mmengine - INFO - Epoch(train) [15][5280/9365] lr: 1.3414e-01 eta: 15:13:00 time: 0.6126 data_time: 0.0694 memory: 16132 grad_norm: 1.3603 loss: 2.6388 top1_acc: 0.5312 top5_acc: 0.6250 loss_cls: 2.6388 2023/07/21 02:23:13 - mmengine - INFO - Epoch(train) [15][5300/9365] lr: 1.3408e-01 eta: 15:12:47 time: 0.6132 data_time: 0.0836 memory: 16132 grad_norm: 1.3519 loss: 2.6410 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.6410 2023/07/21 02:23:24 - mmengine - INFO - Epoch(train) [15][5320/9365] lr: 1.3403e-01 eta: 15:12:34 time: 0.5795 data_time: 0.0704 memory: 16132 grad_norm: 1.3652 loss: 2.5807 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5807 2023/07/21 02:23:37 - mmengine - INFO - Epoch(train) [15][5340/9365] lr: 1.3398e-01 eta: 15:12:21 time: 0.6147 data_time: 0.0829 memory: 16132 grad_norm: 1.3716 loss: 2.7298 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.7298 2023/07/21 02:23:49 - mmengine - INFO - Epoch(train) [15][5360/9365] lr: 1.3392e-01 eta: 15:12:09 time: 0.6196 data_time: 0.1040 memory: 16132 grad_norm: 1.3581 loss: 2.6598 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.6598 2023/07/21 02:24:01 - mmengine - INFO - Epoch(train) [15][5380/9365] lr: 1.3387e-01 eta: 15:11:56 time: 0.5974 data_time: 0.1084 memory: 16132 grad_norm: 1.3523 loss: 2.6111 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6111 2023/07/21 02:24:13 - mmengine - INFO - Epoch(train) [15][5400/9365] lr: 1.3382e-01 eta: 15:11:43 time: 0.6192 data_time: 0.0772 memory: 16132 grad_norm: 1.3797 loss: 2.5927 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.5927 2023/07/21 02:24:25 - mmengine - INFO - Epoch(train) [15][5420/9365] lr: 1.3377e-01 eta: 15:11:30 time: 0.5787 data_time: 0.0814 memory: 16132 grad_norm: 1.3455 loss: 2.7644 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.7644 2023/07/21 02:24:37 - mmengine - INFO - Epoch(train) [15][5440/9365] lr: 1.3371e-01 eta: 15:11:17 time: 0.5954 data_time: 0.0710 memory: 16132 grad_norm: 1.3519 loss: 2.6720 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.6720 2023/07/21 02:24:49 - mmengine - INFO - Epoch(train) [15][5460/9365] lr: 1.3366e-01 eta: 15:11:05 time: 0.6217 data_time: 0.0738 memory: 16132 grad_norm: 1.3808 loss: 2.6600 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.6600 2023/07/21 02:25:02 - mmengine - INFO - Epoch(train) [15][5480/9365] lr: 1.3361e-01 eta: 15:10:53 time: 0.6409 data_time: 0.0786 memory: 16132 grad_norm: 1.3576 loss: 2.7363 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7363 2023/07/21 02:25:14 - mmengine - INFO - Epoch(train) [15][5500/9365] lr: 1.3355e-01 eta: 15:10:40 time: 0.6127 data_time: 0.0810 memory: 16132 grad_norm: 1.3438 loss: 2.7399 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7399 2023/07/21 02:25:27 - mmengine - INFO - Epoch(train) [15][5520/9365] lr: 1.3350e-01 eta: 15:10:28 time: 0.6232 data_time: 0.0906 memory: 16132 grad_norm: 1.3475 loss: 2.7559 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7559 2023/07/21 02:25:39 - mmengine - INFO - Epoch(train) [15][5540/9365] lr: 1.3345e-01 eta: 15:10:15 time: 0.6080 data_time: 0.0778 memory: 16132 grad_norm: 1.3545 loss: 2.6484 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.6484 2023/07/21 02:25:51 - mmengine - INFO - Epoch(train) [15][5560/9365] lr: 1.3340e-01 eta: 15:10:02 time: 0.6078 data_time: 0.0876 memory: 16132 grad_norm: 1.3447 loss: 2.6575 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6575 2023/07/21 02:26:04 - mmengine - INFO - Epoch(train) [15][5580/9365] lr: 1.3334e-01 eta: 15:09:51 time: 0.6426 data_time: 0.1008 memory: 16132 grad_norm: 1.3747 loss: 2.6703 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.6703 2023/07/21 02:26:17 - mmengine - INFO - Epoch(train) [15][5600/9365] lr: 1.3329e-01 eta: 15:09:38 time: 0.6216 data_time: 0.0802 memory: 16132 grad_norm: 1.3935 loss: 2.6170 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6170 2023/07/21 02:26:29 - mmengine - INFO - Epoch(train) [15][5620/9365] lr: 1.3324e-01 eta: 15:09:26 time: 0.6171 data_time: 0.0744 memory: 16132 grad_norm: 1.3512 loss: 2.6412 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.6412 2023/07/21 02:26:41 - mmengine - INFO - Epoch(train) [15][5640/9365] lr: 1.3319e-01 eta: 15:09:13 time: 0.6179 data_time: 0.0799 memory: 16132 grad_norm: 1.3585 loss: 2.6738 top1_acc: 0.4688 top5_acc: 0.8750 loss_cls: 2.6738 2023/07/21 02:26:54 - mmengine - INFO - Epoch(train) [15][5660/9365] lr: 1.3313e-01 eta: 15:09:01 time: 0.6149 data_time: 0.0863 memory: 16132 grad_norm: 1.3612 loss: 2.5394 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.5394 2023/07/21 02:27:06 - mmengine - INFO - Epoch(train) [15][5680/9365] lr: 1.3308e-01 eta: 15:08:49 time: 0.6349 data_time: 0.0889 memory: 16132 grad_norm: 1.3763 loss: 2.5663 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.5663 2023/07/21 02:27:19 - mmengine - INFO - Epoch(train) [15][5700/9365] lr: 1.3303e-01 eta: 15:08:36 time: 0.6102 data_time: 0.0793 memory: 16132 grad_norm: 1.3785 loss: 2.7280 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.7280 2023/07/21 02:27:31 - mmengine - INFO - Epoch(train) [15][5720/9365] lr: 1.3298e-01 eta: 15:08:23 time: 0.5894 data_time: 0.0773 memory: 16132 grad_norm: 1.3748 loss: 2.7110 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.7110 2023/07/21 02:27:43 - mmengine - INFO - Epoch(train) [15][5740/9365] lr: 1.3292e-01 eta: 15:08:11 time: 0.6221 data_time: 0.0777 memory: 16132 grad_norm: 1.3705 loss: 2.4738 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4738 2023/07/21 02:27:55 - mmengine - INFO - Epoch(train) [15][5760/9365] lr: 1.3287e-01 eta: 15:07:58 time: 0.6207 data_time: 0.1242 memory: 16132 grad_norm: 1.3767 loss: 2.5986 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.5986 2023/07/21 02:28:08 - mmengine - INFO - Epoch(train) [15][5780/9365] lr: 1.3282e-01 eta: 15:07:46 time: 0.6063 data_time: 0.0993 memory: 16132 grad_norm: 1.3774 loss: 2.6041 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.6041 2023/07/21 02:28:20 - mmengine - INFO - Epoch(train) [15][5800/9365] lr: 1.3276e-01 eta: 15:07:33 time: 0.6001 data_time: 0.0828 memory: 16132 grad_norm: 1.3378 loss: 2.7382 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.7382 2023/07/21 02:28:32 - mmengine - INFO - Epoch(train) [15][5820/9365] lr: 1.3271e-01 eta: 15:07:21 time: 0.6352 data_time: 0.0839 memory: 16132 grad_norm: 1.3583 loss: 2.7359 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.7359 2023/07/21 02:28:44 - mmengine - INFO - Epoch(train) [15][5840/9365] lr: 1.3266e-01 eta: 15:07:08 time: 0.5874 data_time: 0.0822 memory: 16132 grad_norm: 1.3398 loss: 2.6798 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.6798 2023/07/21 02:28:56 - mmengine - INFO - Epoch(train) [15][5860/9365] lr: 1.3261e-01 eta: 15:06:55 time: 0.6076 data_time: 0.0791 memory: 16132 grad_norm: 1.3530 loss: 2.7445 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.7445 2023/07/21 02:29:09 - mmengine - INFO - Epoch(train) [15][5880/9365] lr: 1.3255e-01 eta: 15:06:43 time: 0.6348 data_time: 0.0825 memory: 16132 grad_norm: 1.3483 loss: 2.7117 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.7117 2023/07/21 02:29:16 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 02:29:22 - mmengine - INFO - Epoch(train) [15][5900/9365] lr: 1.3250e-01 eta: 15:06:31 time: 0.6375 data_time: 0.0790 memory: 16132 grad_norm: 1.3677 loss: 2.6035 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.6035 2023/07/21 02:29:35 - mmengine - INFO - Epoch(train) [15][5920/9365] lr: 1.3245e-01 eta: 15:06:19 time: 0.6374 data_time: 0.1282 memory: 16132 grad_norm: 1.3689 loss: 2.5633 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.5633 2023/07/21 02:29:47 - mmengine - INFO - Epoch(train) [15][5940/9365] lr: 1.3240e-01 eta: 15:06:07 time: 0.6352 data_time: 0.1090 memory: 16132 grad_norm: 1.3673 loss: 2.7540 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7540 2023/07/21 02:29:59 - mmengine - INFO - Epoch(train) [15][5960/9365] lr: 1.3234e-01 eta: 15:05:53 time: 0.5806 data_time: 0.0850 memory: 16132 grad_norm: 1.3773 loss: 2.5956 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5956 2023/07/21 02:30:11 - mmengine - INFO - Epoch(train) [15][5980/9365] lr: 1.3229e-01 eta: 15:05:41 time: 0.6010 data_time: 0.0759 memory: 16132 grad_norm: 1.3705 loss: 2.5051 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5051 2023/07/21 02:30:23 - mmengine - INFO - Epoch(train) [15][6000/9365] lr: 1.3224e-01 eta: 15:05:28 time: 0.6083 data_time: 0.0986 memory: 16132 grad_norm: 1.3840 loss: 2.6156 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6156 2023/07/21 02:30:36 - mmengine - INFO - Epoch(train) [15][6020/9365] lr: 1.3219e-01 eta: 15:05:16 time: 0.6361 data_time: 0.0725 memory: 16132 grad_norm: 1.3754 loss: 2.5843 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.5843 2023/07/21 02:30:48 - mmengine - INFO - Epoch(train) [15][6040/9365] lr: 1.3213e-01 eta: 15:05:04 time: 0.6221 data_time: 0.0894 memory: 16132 grad_norm: 1.3700 loss: 2.6072 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.6072 2023/07/21 02:31:01 - mmengine - INFO - Epoch(train) [15][6060/9365] lr: 1.3208e-01 eta: 15:04:51 time: 0.6111 data_time: 0.0785 memory: 16132 grad_norm: 1.3623 loss: 2.6034 top1_acc: 0.1875 top5_acc: 0.4062 loss_cls: 2.6034 2023/07/21 02:31:13 - mmengine - INFO - Epoch(train) [15][6080/9365] lr: 1.3203e-01 eta: 15:04:38 time: 0.6126 data_time: 0.0776 memory: 16132 grad_norm: 1.3910 loss: 2.7029 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7029 2023/07/21 02:31:25 - mmengine - INFO - Epoch(train) [15][6100/9365] lr: 1.3198e-01 eta: 15:04:26 time: 0.6077 data_time: 0.0907 memory: 16132 grad_norm: 1.3648 loss: 2.5835 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5835 2023/07/21 02:31:37 - mmengine - INFO - Epoch(train) [15][6120/9365] lr: 1.3192e-01 eta: 15:04:13 time: 0.6103 data_time: 0.1028 memory: 16132 grad_norm: 1.3910 loss: 2.6763 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.6763 2023/07/21 02:31:50 - mmengine - INFO - Epoch(train) [15][6140/9365] lr: 1.3187e-01 eta: 15:04:01 time: 0.6445 data_time: 0.0805 memory: 16132 grad_norm: 1.3825 loss: 2.6615 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6615 2023/07/21 02:32:02 - mmengine - INFO - Epoch(train) [15][6160/9365] lr: 1.3182e-01 eta: 15:03:48 time: 0.5906 data_time: 0.0899 memory: 16132 grad_norm: 1.3642 loss: 2.7031 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.7031 2023/07/21 02:32:15 - mmengine - INFO - Epoch(train) [15][6180/9365] lr: 1.3176e-01 eta: 15:03:36 time: 0.6364 data_time: 0.1394 memory: 16132 grad_norm: 1.3650 loss: 2.7192 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.7192 2023/07/21 02:32:27 - mmengine - INFO - Epoch(train) [15][6200/9365] lr: 1.3171e-01 eta: 15:03:23 time: 0.6064 data_time: 0.0943 memory: 16132 grad_norm: 1.3524 loss: 2.6631 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6631 2023/07/21 02:32:39 - mmengine - INFO - Epoch(train) [15][6220/9365] lr: 1.3166e-01 eta: 15:03:11 time: 0.6045 data_time: 0.0989 memory: 16132 grad_norm: 1.3683 loss: 2.5987 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.5987 2023/07/21 02:32:51 - mmengine - INFO - Epoch(train) [15][6240/9365] lr: 1.3161e-01 eta: 15:02:58 time: 0.6066 data_time: 0.0808 memory: 16132 grad_norm: 1.3729 loss: 2.6620 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.6620 2023/07/21 02:33:03 - mmengine - INFO - Epoch(train) [15][6260/9365] lr: 1.3155e-01 eta: 15:02:45 time: 0.6075 data_time: 0.0756 memory: 16132 grad_norm: 1.3922 loss: 2.5779 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.5779 2023/07/21 02:33:16 - mmengine - INFO - Epoch(train) [15][6280/9365] lr: 1.3150e-01 eta: 15:02:33 time: 0.6137 data_time: 0.0921 memory: 16132 grad_norm: 1.3765 loss: 2.6290 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.6290 2023/07/21 02:33:28 - mmengine - INFO - Epoch(train) [15][6300/9365] lr: 1.3145e-01 eta: 15:02:20 time: 0.6024 data_time: 0.1062 memory: 16132 grad_norm: 1.4022 loss: 2.6949 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6949 2023/07/21 02:33:40 - mmengine - INFO - Epoch(train) [15][6320/9365] lr: 1.3140e-01 eta: 15:02:07 time: 0.6119 data_time: 0.0870 memory: 16132 grad_norm: 1.3580 loss: 2.6575 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6575 2023/07/21 02:33:52 - mmengine - INFO - Epoch(train) [15][6340/9365] lr: 1.3134e-01 eta: 15:01:55 time: 0.6192 data_time: 0.1298 memory: 16132 grad_norm: 1.3908 loss: 2.6287 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.6287 2023/07/21 02:34:04 - mmengine - INFO - Epoch(train) [15][6360/9365] lr: 1.3129e-01 eta: 15:01:42 time: 0.5874 data_time: 0.0790 memory: 16132 grad_norm: 1.3562 loss: 2.6333 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.6333 2023/07/21 02:34:16 - mmengine - INFO - Epoch(train) [15][6380/9365] lr: 1.3124e-01 eta: 15:01:29 time: 0.5992 data_time: 0.0875 memory: 16132 grad_norm: 1.3662 loss: 2.6168 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6168 2023/07/21 02:34:29 - mmengine - INFO - Epoch(train) [15][6400/9365] lr: 1.3119e-01 eta: 15:01:16 time: 0.6174 data_time: 0.0846 memory: 16132 grad_norm: 1.4189 loss: 2.7271 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.7271 2023/07/21 02:34:41 - mmengine - INFO - Epoch(train) [15][6420/9365] lr: 1.3113e-01 eta: 15:01:04 time: 0.6020 data_time: 0.1059 memory: 16132 grad_norm: 1.3827 loss: 2.5567 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.5567 2023/07/21 02:34:53 - mmengine - INFO - Epoch(train) [15][6440/9365] lr: 1.3108e-01 eta: 15:00:51 time: 0.5967 data_time: 0.0895 memory: 16132 grad_norm: 1.3987 loss: 2.6896 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6896 2023/07/21 02:35:04 - mmengine - INFO - Epoch(train) [15][6460/9365] lr: 1.3103e-01 eta: 15:00:37 time: 0.5813 data_time: 0.0835 memory: 16132 grad_norm: 1.3728 loss: 2.5493 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.5493 2023/07/21 02:35:17 - mmengine - INFO - Epoch(train) [15][6480/9365] lr: 1.3098e-01 eta: 15:00:25 time: 0.6307 data_time: 0.1191 memory: 16132 grad_norm: 1.4130 loss: 2.6682 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.6682 2023/07/21 02:35:29 - mmengine - INFO - Epoch(train) [15][6500/9365] lr: 1.3092e-01 eta: 15:00:12 time: 0.6042 data_time: 0.0817 memory: 16132 grad_norm: 1.3707 loss: 2.9142 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.9142 2023/07/21 02:35:42 - mmengine - INFO - Epoch(train) [15][6520/9365] lr: 1.3087e-01 eta: 15:00:01 time: 0.6502 data_time: 0.0943 memory: 16132 grad_norm: 1.3822 loss: 2.6001 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6001 2023/07/21 02:35:54 - mmengine - INFO - Epoch(train) [15][6540/9365] lr: 1.3082e-01 eta: 14:59:48 time: 0.6039 data_time: 0.1044 memory: 16132 grad_norm: 1.3854 loss: 2.6203 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6203 2023/07/21 02:36:06 - mmengine - INFO - Epoch(train) [15][6560/9365] lr: 1.3077e-01 eta: 14:59:35 time: 0.6082 data_time: 0.0823 memory: 16132 grad_norm: 1.3715 loss: 2.7967 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7967 2023/07/21 02:36:19 - mmengine - INFO - Epoch(train) [15][6580/9365] lr: 1.3071e-01 eta: 14:59:23 time: 0.6139 data_time: 0.0851 memory: 16132 grad_norm: 1.3558 loss: 2.6187 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6187 2023/07/21 02:36:31 - mmengine - INFO - Epoch(train) [15][6600/9365] lr: 1.3066e-01 eta: 14:59:10 time: 0.5973 data_time: 0.0826 memory: 16132 grad_norm: 1.3809 loss: 2.5899 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5899 2023/07/21 02:36:43 - mmengine - INFO - Epoch(train) [15][6620/9365] lr: 1.3061e-01 eta: 14:58:57 time: 0.6130 data_time: 0.1219 memory: 16132 grad_norm: 1.3976 loss: 2.6494 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6494 2023/07/21 02:36:55 - mmengine - INFO - Epoch(train) [15][6640/9365] lr: 1.3056e-01 eta: 14:58:44 time: 0.5925 data_time: 0.0903 memory: 16132 grad_norm: 1.3763 loss: 2.7652 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.7652 2023/07/21 02:37:07 - mmengine - INFO - Epoch(train) [15][6660/9365] lr: 1.3051e-01 eta: 14:58:31 time: 0.5973 data_time: 0.0909 memory: 16132 grad_norm: 1.3715 loss: 2.7143 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7143 2023/07/21 02:37:19 - mmengine - INFO - Epoch(train) [15][6680/9365] lr: 1.3045e-01 eta: 14:58:18 time: 0.5996 data_time: 0.1107 memory: 16132 grad_norm: 1.3785 loss: 2.6387 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6387 2023/07/21 02:37:31 - mmengine - INFO - Epoch(train) [15][6700/9365] lr: 1.3040e-01 eta: 14:58:05 time: 0.5963 data_time: 0.0763 memory: 16132 grad_norm: 1.3785 loss: 2.7476 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.7476 2023/07/21 02:37:43 - mmengine - INFO - Epoch(train) [15][6720/9365] lr: 1.3035e-01 eta: 14:57:53 time: 0.6112 data_time: 0.0787 memory: 16132 grad_norm: 1.3936 loss: 2.7040 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.7040 2023/07/21 02:37:56 - mmengine - INFO - Epoch(train) [15][6740/9365] lr: 1.3030e-01 eta: 14:57:41 time: 0.6313 data_time: 0.0997 memory: 16132 grad_norm: 1.4161 loss: 2.5044 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5044 2023/07/21 02:38:07 - mmengine - INFO - Epoch(train) [15][6760/9365] lr: 1.3024e-01 eta: 14:57:27 time: 0.5852 data_time: 0.0815 memory: 16132 grad_norm: 1.3865 loss: 2.5835 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.5835 2023/07/21 02:38:20 - mmengine - INFO - Epoch(train) [15][6780/9365] lr: 1.3019e-01 eta: 14:57:16 time: 0.6477 data_time: 0.0780 memory: 16132 grad_norm: 1.3770 loss: 2.7022 top1_acc: 0.4062 top5_acc: 0.5000 loss_cls: 2.7022 2023/07/21 02:38:33 - mmengine - INFO - Epoch(train) [15][6800/9365] lr: 1.3014e-01 eta: 14:57:04 time: 0.6424 data_time: 0.0845 memory: 16132 grad_norm: 1.3664 loss: 2.5471 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.5471 2023/07/21 02:38:45 - mmengine - INFO - Epoch(train) [15][6820/9365] lr: 1.3009e-01 eta: 14:56:51 time: 0.5930 data_time: 0.0751 memory: 16132 grad_norm: 1.4075 loss: 2.6647 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.6647 2023/07/21 02:38:58 - mmengine - INFO - Epoch(train) [15][6840/9365] lr: 1.3003e-01 eta: 14:56:38 time: 0.6163 data_time: 0.0745 memory: 16132 grad_norm: 1.3593 loss: 2.5000 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.5000 2023/07/21 02:39:10 - mmengine - INFO - Epoch(train) [15][6860/9365] lr: 1.2998e-01 eta: 14:56:26 time: 0.6191 data_time: 0.0851 memory: 16132 grad_norm: 1.3615 loss: 2.6454 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6454 2023/07/21 02:39:22 - mmengine - INFO - Epoch(train) [15][6880/9365] lr: 1.2993e-01 eta: 14:56:14 time: 0.6241 data_time: 0.0748 memory: 16132 grad_norm: 1.4055 loss: 2.5206 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5206 2023/07/21 02:39:29 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 02:39:34 - mmengine - INFO - Epoch(train) [15][6900/9365] lr: 1.2988e-01 eta: 14:56:01 time: 0.5989 data_time: 0.0937 memory: 16132 grad_norm: 1.3982 loss: 2.6999 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.6999 2023/07/21 02:39:47 - mmengine - INFO - Epoch(train) [15][6920/9365] lr: 1.2982e-01 eta: 14:55:49 time: 0.6290 data_time: 0.0800 memory: 16132 grad_norm: 1.3865 loss: 2.6006 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.6006 2023/07/21 02:39:59 - mmengine - INFO - Epoch(train) [15][6940/9365] lr: 1.2977e-01 eta: 14:55:36 time: 0.5999 data_time: 0.0810 memory: 16132 grad_norm: 1.3867 loss: 2.6686 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.6686 2023/07/21 02:40:12 - mmengine - INFO - Epoch(train) [15][6960/9365] lr: 1.2972e-01 eta: 14:55:23 time: 0.6221 data_time: 0.0745 memory: 16132 grad_norm: 1.3587 loss: 2.6963 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.6963 2023/07/21 02:40:25 - mmengine - INFO - Epoch(train) [15][6980/9365] lr: 1.2967e-01 eta: 14:55:12 time: 0.6594 data_time: 0.0918 memory: 16132 grad_norm: 1.3770 loss: 2.6723 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6723 2023/07/21 02:40:37 - mmengine - INFO - Epoch(train) [15][7000/9365] lr: 1.2961e-01 eta: 14:54:59 time: 0.5876 data_time: 0.0921 memory: 16132 grad_norm: 1.4180 loss: 2.6739 top1_acc: 0.2188 top5_acc: 0.6875 loss_cls: 2.6739 2023/07/21 02:40:49 - mmengine - INFO - Epoch(train) [15][7020/9365] lr: 1.2956e-01 eta: 14:54:47 time: 0.6341 data_time: 0.0779 memory: 16132 grad_norm: 1.3960 loss: 2.7562 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.7562 2023/07/21 02:41:02 - mmengine - INFO - Epoch(train) [15][7040/9365] lr: 1.2951e-01 eta: 14:54:34 time: 0.6122 data_time: 0.0807 memory: 16132 grad_norm: 1.3705 loss: 2.7819 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7819 2023/07/21 02:41:14 - mmengine - INFO - Epoch(train) [15][7060/9365] lr: 1.2946e-01 eta: 14:54:22 time: 0.6320 data_time: 0.0896 memory: 16132 grad_norm: 1.3803 loss: 2.7017 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.7017 2023/07/21 02:41:27 - mmengine - INFO - Epoch(train) [15][7080/9365] lr: 1.2941e-01 eta: 14:54:10 time: 0.6184 data_time: 0.0971 memory: 16132 grad_norm: 1.3842 loss: 2.5725 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5725 2023/07/21 02:41:38 - mmengine - INFO - Epoch(train) [15][7100/9365] lr: 1.2935e-01 eta: 14:53:57 time: 0.5899 data_time: 0.0800 memory: 16132 grad_norm: 1.3881 loss: 2.7014 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.7014 2023/07/21 02:41:51 - mmengine - INFO - Epoch(train) [15][7120/9365] lr: 1.2930e-01 eta: 14:53:44 time: 0.6260 data_time: 0.0859 memory: 16132 grad_norm: 1.3730 loss: 2.7792 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.7792 2023/07/21 02:42:03 - mmengine - INFO - Epoch(train) [15][7140/9365] lr: 1.2925e-01 eta: 14:53:31 time: 0.5897 data_time: 0.0787 memory: 16132 grad_norm: 1.3545 loss: 2.7861 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.7861 2023/07/21 02:42:15 - mmengine - INFO - Epoch(train) [15][7160/9365] lr: 1.2920e-01 eta: 14:53:19 time: 0.6092 data_time: 0.0877 memory: 16132 grad_norm: 1.3824 loss: 2.6737 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.6737 2023/07/21 02:42:28 - mmengine - INFO - Epoch(train) [15][7180/9365] lr: 1.2914e-01 eta: 14:53:07 time: 0.6350 data_time: 0.0795 memory: 16132 grad_norm: 1.3888 loss: 2.5858 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.5858 2023/07/21 02:42:40 - mmengine - INFO - Epoch(train) [15][7200/9365] lr: 1.2909e-01 eta: 14:52:54 time: 0.5998 data_time: 0.0755 memory: 16132 grad_norm: 1.3615 loss: 2.6992 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.6992 2023/07/21 02:42:51 - mmengine - INFO - Epoch(train) [15][7220/9365] lr: 1.2904e-01 eta: 14:52:40 time: 0.5706 data_time: 0.0791 memory: 16132 grad_norm: 1.4072 loss: 2.6576 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.6576 2023/07/21 02:43:04 - mmengine - INFO - Epoch(train) [15][7240/9365] lr: 1.2899e-01 eta: 14:52:28 time: 0.6416 data_time: 0.0826 memory: 16132 grad_norm: 1.3949 loss: 2.6398 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.6398 2023/07/21 02:43:16 - mmengine - INFO - Epoch(train) [15][7260/9365] lr: 1.2893e-01 eta: 14:52:16 time: 0.6206 data_time: 0.0936 memory: 16132 grad_norm: 1.3536 loss: 2.6270 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6270 2023/07/21 02:43:29 - mmengine - INFO - Epoch(train) [15][7280/9365] lr: 1.2888e-01 eta: 14:52:03 time: 0.6121 data_time: 0.0997 memory: 16132 grad_norm: 1.4215 loss: 2.7783 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.7783 2023/07/21 02:43:41 - mmengine - INFO - Epoch(train) [15][7300/9365] lr: 1.2883e-01 eta: 14:51:50 time: 0.5967 data_time: 0.0709 memory: 16132 grad_norm: 1.3799 loss: 2.6580 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.6580 2023/07/21 02:43:53 - mmengine - INFO - Epoch(train) [15][7320/9365] lr: 1.2878e-01 eta: 14:51:38 time: 0.6101 data_time: 0.0841 memory: 16132 grad_norm: 1.3780 loss: 2.6983 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.6983 2023/07/21 02:44:06 - mmengine - INFO - Epoch(train) [15][7340/9365] lr: 1.2873e-01 eta: 14:51:26 time: 0.6325 data_time: 0.0798 memory: 16132 grad_norm: 1.4132 loss: 2.6546 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.6546 2023/07/21 02:44:18 - mmengine - INFO - Epoch(train) [15][7360/9365] lr: 1.2867e-01 eta: 14:51:13 time: 0.6022 data_time: 0.0808 memory: 16132 grad_norm: 1.4017 loss: 2.6539 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6539 2023/07/21 02:44:30 - mmengine - INFO - Epoch(train) [15][7380/9365] lr: 1.2862e-01 eta: 14:51:01 time: 0.6295 data_time: 0.0857 memory: 16132 grad_norm: 1.3842 loss: 2.5858 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5858 2023/07/21 02:44:43 - mmengine - INFO - Epoch(train) [15][7400/9365] lr: 1.2857e-01 eta: 14:50:48 time: 0.6186 data_time: 0.0816 memory: 16132 grad_norm: 1.3871 loss: 2.7154 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.7154 2023/07/21 02:44:55 - mmengine - INFO - Epoch(train) [15][7420/9365] lr: 1.2852e-01 eta: 14:50:35 time: 0.5904 data_time: 0.0815 memory: 16132 grad_norm: 1.3704 loss: 2.6968 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.6968 2023/07/21 02:45:07 - mmengine - INFO - Epoch(train) [15][7440/9365] lr: 1.2846e-01 eta: 14:50:23 time: 0.6215 data_time: 0.1019 memory: 16132 grad_norm: 1.3780 loss: 2.6388 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.6388 2023/07/21 02:45:19 - mmengine - INFO - Epoch(train) [15][7460/9365] lr: 1.2841e-01 eta: 14:50:10 time: 0.6020 data_time: 0.0922 memory: 16132 grad_norm: 1.3903 loss: 2.6735 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6735 2023/07/21 02:45:32 - mmengine - INFO - Epoch(train) [15][7480/9365] lr: 1.2836e-01 eta: 14:49:58 time: 0.6349 data_time: 0.1307 memory: 16132 grad_norm: 1.3633 loss: 2.6540 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.6540 2023/07/21 02:45:44 - mmengine - INFO - Epoch(train) [15][7500/9365] lr: 1.2831e-01 eta: 14:49:46 time: 0.6253 data_time: 0.1301 memory: 16132 grad_norm: 1.3683 loss: 2.6226 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.6226 2023/07/21 02:45:57 - mmengine - INFO - Epoch(train) [15][7520/9365] lr: 1.2826e-01 eta: 14:49:33 time: 0.6178 data_time: 0.1246 memory: 16132 grad_norm: 1.3696 loss: 2.5602 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.5602 2023/07/21 02:46:09 - mmengine - INFO - Epoch(train) [15][7540/9365] lr: 1.2820e-01 eta: 14:49:21 time: 0.6270 data_time: 0.0822 memory: 16132 grad_norm: 1.3820 loss: 2.5722 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5722 2023/07/21 02:46:21 - mmengine - INFO - Epoch(train) [15][7560/9365] lr: 1.2815e-01 eta: 14:49:08 time: 0.6080 data_time: 0.1015 memory: 16132 grad_norm: 1.3770 loss: 2.7191 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.7191 2023/07/21 02:46:34 - mmengine - INFO - Epoch(train) [15][7580/9365] lr: 1.2810e-01 eta: 14:48:56 time: 0.6127 data_time: 0.1031 memory: 16132 grad_norm: 1.3799 loss: 2.6162 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6162 2023/07/21 02:46:46 - mmengine - INFO - Epoch(train) [15][7600/9365] lr: 1.2805e-01 eta: 14:48:43 time: 0.5981 data_time: 0.0792 memory: 16132 grad_norm: 1.3879 loss: 2.5523 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5523 2023/07/21 02:46:58 - mmengine - INFO - Epoch(train) [15][7620/9365] lr: 1.2800e-01 eta: 14:48:30 time: 0.5931 data_time: 0.0888 memory: 16132 grad_norm: 1.4094 loss: 2.7713 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.7713 2023/07/21 02:47:10 - mmengine - INFO - Epoch(train) [15][7640/9365] lr: 1.2794e-01 eta: 14:48:18 time: 0.6318 data_time: 0.0754 memory: 16132 grad_norm: 1.3751 loss: 2.5617 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.5617 2023/07/21 02:47:22 - mmengine - INFO - Epoch(train) [15][7660/9365] lr: 1.2789e-01 eta: 14:48:05 time: 0.6089 data_time: 0.0806 memory: 16132 grad_norm: 1.3899 loss: 2.6883 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6883 2023/07/21 02:47:35 - mmengine - INFO - Epoch(train) [15][7680/9365] lr: 1.2784e-01 eta: 14:47:53 time: 0.6327 data_time: 0.0812 memory: 16132 grad_norm: 1.4378 loss: 2.7967 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.7967 2023/07/21 02:47:47 - mmengine - INFO - Epoch(train) [15][7700/9365] lr: 1.2779e-01 eta: 14:47:40 time: 0.5971 data_time: 0.0808 memory: 16132 grad_norm: 1.3696 loss: 2.5905 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 2.5905 2023/07/21 02:47:59 - mmengine - INFO - Epoch(train) [15][7720/9365] lr: 1.2773e-01 eta: 14:47:27 time: 0.6016 data_time: 0.0879 memory: 16132 grad_norm: 1.3782 loss: 2.7295 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7295 2023/07/21 02:48:11 - mmengine - INFO - Epoch(train) [15][7740/9365] lr: 1.2768e-01 eta: 14:47:15 time: 0.6069 data_time: 0.0813 memory: 16132 grad_norm: 1.3753 loss: 2.6966 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.6966 2023/07/21 02:48:24 - mmengine - INFO - Epoch(train) [15][7760/9365] lr: 1.2763e-01 eta: 14:47:02 time: 0.6126 data_time: 0.0750 memory: 16132 grad_norm: 1.3924 loss: 2.7380 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.7380 2023/07/21 02:48:36 - mmengine - INFO - Epoch(train) [15][7780/9365] lr: 1.2758e-01 eta: 14:46:50 time: 0.6217 data_time: 0.0848 memory: 16132 grad_norm: 1.3703 loss: 2.5609 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.5609 2023/07/21 02:48:48 - mmengine - INFO - Epoch(train) [15][7800/9365] lr: 1.2753e-01 eta: 14:46:37 time: 0.5951 data_time: 0.0927 memory: 16132 grad_norm: 1.4099 loss: 2.6353 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6353 2023/07/21 02:49:00 - mmengine - INFO - Epoch(train) [15][7820/9365] lr: 1.2747e-01 eta: 14:46:24 time: 0.6016 data_time: 0.0796 memory: 16132 grad_norm: 1.4053 loss: 2.6715 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.6715 2023/07/21 02:49:12 - mmengine - INFO - Epoch(train) [15][7840/9365] lr: 1.2742e-01 eta: 14:46:11 time: 0.5924 data_time: 0.0804 memory: 16132 grad_norm: 1.4054 loss: 2.6377 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6377 2023/07/21 02:49:25 - mmengine - INFO - Epoch(train) [15][7860/9365] lr: 1.2737e-01 eta: 14:45:59 time: 0.6344 data_time: 0.0893 memory: 16132 grad_norm: 1.3973 loss: 2.7375 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7375 2023/07/21 02:49:37 - mmengine - INFO - Epoch(train) [15][7880/9365] lr: 1.2732e-01 eta: 14:45:46 time: 0.5947 data_time: 0.0835 memory: 16132 grad_norm: 1.3879 loss: 2.4772 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4772 2023/07/21 02:49:43 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 02:49:49 - mmengine - INFO - Epoch(train) [15][7900/9365] lr: 1.2727e-01 eta: 14:45:33 time: 0.6165 data_time: 0.0936 memory: 16132 grad_norm: 1.3982 loss: 2.6341 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6341 2023/07/21 02:50:01 - mmengine - INFO - Epoch(train) [15][7920/9365] lr: 1.2721e-01 eta: 14:45:20 time: 0.5906 data_time: 0.0766 memory: 16132 grad_norm: 1.3836 loss: 2.5422 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5422 2023/07/21 02:50:13 - mmengine - INFO - Epoch(train) [15][7940/9365] lr: 1.2716e-01 eta: 14:45:08 time: 0.6217 data_time: 0.0760 memory: 16132 grad_norm: 1.3992 loss: 2.6679 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6679 2023/07/21 02:50:25 - mmengine - INFO - Epoch(train) [15][7960/9365] lr: 1.2711e-01 eta: 14:44:55 time: 0.6050 data_time: 0.0798 memory: 16132 grad_norm: 1.4072 loss: 2.5240 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5240 2023/07/21 02:50:37 - mmengine - INFO - Epoch(train) [15][7980/9365] lr: 1.2706e-01 eta: 14:44:42 time: 0.6044 data_time: 0.0851 memory: 16132 grad_norm: 1.3769 loss: 2.5181 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5181 2023/07/21 02:50:50 - mmengine - INFO - Epoch(train) [15][8000/9365] lr: 1.2701e-01 eta: 14:44:30 time: 0.6201 data_time: 0.0851 memory: 16132 grad_norm: 1.3978 loss: 2.7566 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7566 2023/07/21 02:51:02 - mmengine - INFO - Epoch(train) [15][8020/9365] lr: 1.2695e-01 eta: 14:44:18 time: 0.6215 data_time: 0.0806 memory: 16132 grad_norm: 1.4191 loss: 2.6986 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.6986 2023/07/21 02:51:14 - mmengine - INFO - Epoch(train) [15][8040/9365] lr: 1.2690e-01 eta: 14:44:05 time: 0.5838 data_time: 0.0783 memory: 16132 grad_norm: 1.4046 loss: 2.7275 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.7275 2023/07/21 02:51:26 - mmengine - INFO - Epoch(train) [15][8060/9365] lr: 1.2685e-01 eta: 14:43:52 time: 0.6200 data_time: 0.0697 memory: 16132 grad_norm: 1.3785 loss: 2.7645 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7645 2023/07/21 02:51:38 - mmengine - INFO - Epoch(train) [15][8080/9365] lr: 1.2680e-01 eta: 14:43:39 time: 0.5963 data_time: 0.1037 memory: 16132 grad_norm: 1.4200 loss: 2.6689 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.6689 2023/07/21 02:51:51 - mmengine - INFO - Epoch(train) [15][8100/9365] lr: 1.2674e-01 eta: 14:43:26 time: 0.6043 data_time: 0.0735 memory: 16132 grad_norm: 1.4060 loss: 2.5814 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.5814 2023/07/21 02:52:03 - mmengine - INFO - Epoch(train) [15][8120/9365] lr: 1.2669e-01 eta: 14:43:14 time: 0.6199 data_time: 0.0824 memory: 16132 grad_norm: 1.3763 loss: 2.7788 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.7788 2023/07/21 02:52:15 - mmengine - INFO - Epoch(train) [15][8140/9365] lr: 1.2664e-01 eta: 14:43:02 time: 0.6200 data_time: 0.0857 memory: 16132 grad_norm: 1.3910 loss: 2.5574 top1_acc: 0.5312 top5_acc: 0.6250 loss_cls: 2.5574 2023/07/21 02:52:28 - mmengine - INFO - Epoch(train) [15][8160/9365] lr: 1.2659e-01 eta: 14:42:49 time: 0.6057 data_time: 0.1166 memory: 16132 grad_norm: 1.4571 loss: 2.7140 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.7140 2023/07/21 02:52:40 - mmengine - INFO - Epoch(train) [15][8180/9365] lr: 1.2654e-01 eta: 14:42:37 time: 0.6377 data_time: 0.0801 memory: 16132 grad_norm: 1.3765 loss: 2.7265 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.7265 2023/07/21 02:52:52 - mmengine - INFO - Epoch(train) [15][8200/9365] lr: 1.2648e-01 eta: 14:42:24 time: 0.5988 data_time: 0.0836 memory: 16132 grad_norm: 1.3570 loss: 2.6497 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6497 2023/07/21 02:53:05 - mmengine - INFO - Epoch(train) [15][8220/9365] lr: 1.2643e-01 eta: 14:42:12 time: 0.6243 data_time: 0.0877 memory: 16132 grad_norm: 1.4052 loss: 2.5325 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.5325 2023/07/21 02:53:18 - mmengine - INFO - Epoch(train) [15][8240/9365] lr: 1.2638e-01 eta: 14:42:00 time: 0.6327 data_time: 0.0805 memory: 16132 grad_norm: 1.3760 loss: 2.6564 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6564 2023/07/21 02:53:30 - mmengine - INFO - Epoch(train) [15][8260/9365] lr: 1.2633e-01 eta: 14:41:47 time: 0.6163 data_time: 0.0898 memory: 16132 grad_norm: 1.4086 loss: 2.7710 top1_acc: 0.4688 top5_acc: 0.5625 loss_cls: 2.7710 2023/07/21 02:53:42 - mmengine - INFO - Epoch(train) [15][8280/9365] lr: 1.2628e-01 eta: 14:41:34 time: 0.5943 data_time: 0.0796 memory: 16132 grad_norm: 1.3991 loss: 2.6114 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6114 2023/07/21 02:53:54 - mmengine - INFO - Epoch(train) [15][8300/9365] lr: 1.2622e-01 eta: 14:41:22 time: 0.6174 data_time: 0.0830 memory: 16132 grad_norm: 1.4060 loss: 2.6361 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6361 2023/07/21 02:54:06 - mmengine - INFO - Epoch(train) [15][8320/9365] lr: 1.2617e-01 eta: 14:41:09 time: 0.6115 data_time: 0.0959 memory: 16132 grad_norm: 1.3807 loss: 2.6847 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.6847 2023/07/21 02:54:19 - mmengine - INFO - Epoch(train) [15][8340/9365] lr: 1.2612e-01 eta: 14:40:57 time: 0.6314 data_time: 0.0998 memory: 16132 grad_norm: 1.4102 loss: 2.4892 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.4892 2023/07/21 02:54:31 - mmengine - INFO - Epoch(train) [15][8360/9365] lr: 1.2607e-01 eta: 14:40:45 time: 0.6090 data_time: 0.0771 memory: 16132 grad_norm: 1.3996 loss: 2.5359 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.5359 2023/07/21 02:54:44 - mmengine - INFO - Epoch(train) [15][8380/9365] lr: 1.2602e-01 eta: 14:40:32 time: 0.6201 data_time: 0.0795 memory: 16132 grad_norm: 1.3810 loss: 2.6449 top1_acc: 0.1562 top5_acc: 0.4062 loss_cls: 2.6449 2023/07/21 02:54:56 - mmengine - INFO - Epoch(train) [15][8400/9365] lr: 1.2597e-01 eta: 14:40:19 time: 0.5936 data_time: 0.0884 memory: 16132 grad_norm: 1.4053 loss: 2.6395 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.6395 2023/07/21 02:55:08 - mmengine - INFO - Epoch(train) [15][8420/9365] lr: 1.2591e-01 eta: 14:40:07 time: 0.6178 data_time: 0.0853 memory: 16132 grad_norm: 1.3915 loss: 2.5935 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.5935 2023/07/21 02:55:20 - mmengine - INFO - Epoch(train) [15][8440/9365] lr: 1.2586e-01 eta: 14:39:54 time: 0.5998 data_time: 0.0819 memory: 16132 grad_norm: 1.4132 loss: 2.6485 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6485 2023/07/21 02:55:32 - mmengine - INFO - Epoch(train) [15][8460/9365] lr: 1.2581e-01 eta: 14:39:41 time: 0.6177 data_time: 0.0751 memory: 16132 grad_norm: 1.3777 loss: 2.6450 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6450 2023/07/21 02:55:44 - mmengine - INFO - Epoch(train) [15][8480/9365] lr: 1.2576e-01 eta: 14:39:29 time: 0.5964 data_time: 0.0749 memory: 16132 grad_norm: 1.3867 loss: 2.5713 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5713 2023/07/21 02:55:57 - mmengine - INFO - Epoch(train) [15][8500/9365] lr: 1.2571e-01 eta: 14:39:16 time: 0.6221 data_time: 0.0806 memory: 16132 grad_norm: 1.3866 loss: 2.6657 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.6657 2023/07/21 02:56:10 - mmengine - INFO - Epoch(train) [15][8520/9365] lr: 1.2565e-01 eta: 14:39:05 time: 0.6516 data_time: 0.0961 memory: 16132 grad_norm: 1.4173 loss: 2.6144 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6144 2023/07/21 02:56:22 - mmengine - INFO - Epoch(train) [15][8540/9365] lr: 1.2560e-01 eta: 14:38:52 time: 0.6019 data_time: 0.0828 memory: 16132 grad_norm: 1.4254 loss: 2.7326 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7326 2023/07/21 02:56:35 - mmengine - INFO - Epoch(train) [15][8560/9365] lr: 1.2555e-01 eta: 14:38:40 time: 0.6342 data_time: 0.0733 memory: 16132 grad_norm: 1.3550 loss: 2.5595 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.5595 2023/07/21 02:56:46 - mmengine - INFO - Epoch(train) [15][8580/9365] lr: 1.2550e-01 eta: 14:38:26 time: 0.5823 data_time: 0.0867 memory: 16132 grad_norm: 1.4205 loss: 2.4648 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.4648 2023/07/21 02:56:59 - mmengine - INFO - Epoch(train) [15][8600/9365] lr: 1.2545e-01 eta: 14:38:14 time: 0.6350 data_time: 0.1306 memory: 16132 grad_norm: 1.4424 loss: 2.5961 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5961 2023/07/21 02:57:11 - mmengine - INFO - Epoch(train) [15][8620/9365] lr: 1.2539e-01 eta: 14:38:02 time: 0.6061 data_time: 0.0891 memory: 16132 grad_norm: 1.3937 loss: 2.6281 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6281 2023/07/21 02:57:23 - mmengine - INFO - Epoch(train) [15][8640/9365] lr: 1.2534e-01 eta: 14:37:49 time: 0.5948 data_time: 0.0920 memory: 16132 grad_norm: 1.3850 loss: 2.5018 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.5018 2023/07/21 02:57:36 - mmengine - INFO - Epoch(train) [15][8660/9365] lr: 1.2529e-01 eta: 14:37:36 time: 0.6225 data_time: 0.1236 memory: 16132 grad_norm: 1.4007 loss: 2.6443 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.6443 2023/07/21 02:57:48 - mmengine - INFO - Epoch(train) [15][8680/9365] lr: 1.2524e-01 eta: 14:37:24 time: 0.5970 data_time: 0.0977 memory: 16132 grad_norm: 1.4066 loss: 2.7401 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7401 2023/07/21 02:58:00 - mmengine - INFO - Epoch(train) [15][8700/9365] lr: 1.2519e-01 eta: 14:37:11 time: 0.6167 data_time: 0.0757 memory: 16132 grad_norm: 1.4070 loss: 2.7505 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.7505 2023/07/21 02:58:12 - mmengine - INFO - Epoch(train) [15][8720/9365] lr: 1.2513e-01 eta: 14:36:58 time: 0.5917 data_time: 0.0855 memory: 16132 grad_norm: 1.3821 loss: 2.5913 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.5913 2023/07/21 02:58:25 - mmengine - INFO - Epoch(train) [15][8740/9365] lr: 1.2508e-01 eta: 14:36:46 time: 0.6391 data_time: 0.0887 memory: 16132 grad_norm: 1.3782 loss: 2.5376 top1_acc: 0.4062 top5_acc: 0.8438 loss_cls: 2.5376 2023/07/21 02:58:37 - mmengine - INFO - Epoch(train) [15][8760/9365] lr: 1.2503e-01 eta: 14:36:33 time: 0.5989 data_time: 0.0925 memory: 16132 grad_norm: 1.4192 loss: 2.6804 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.6804 2023/07/21 02:58:49 - mmengine - INFO - Epoch(train) [15][8780/9365] lr: 1.2498e-01 eta: 14:36:21 time: 0.6075 data_time: 0.0819 memory: 16132 grad_norm: 1.4168 loss: 2.6065 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6065 2023/07/21 02:59:01 - mmengine - INFO - Epoch(train) [15][8800/9365] lr: 1.2493e-01 eta: 14:36:08 time: 0.6040 data_time: 0.0732 memory: 16132 grad_norm: 1.3905 loss: 2.7768 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.7768 2023/07/21 02:59:13 - mmengine - INFO - Epoch(train) [15][8820/9365] lr: 1.2488e-01 eta: 14:35:55 time: 0.6109 data_time: 0.0893 memory: 16132 grad_norm: 1.3891 loss: 2.7151 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.7151 2023/07/21 02:59:26 - mmengine - INFO - Epoch(train) [15][8840/9365] lr: 1.2482e-01 eta: 14:35:43 time: 0.6195 data_time: 0.0755 memory: 16132 grad_norm: 1.4286 loss: 2.5987 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5987 2023/07/21 02:59:38 - mmengine - INFO - Epoch(train) [15][8860/9365] lr: 1.2477e-01 eta: 14:35:30 time: 0.6123 data_time: 0.0983 memory: 16132 grad_norm: 1.4235 loss: 2.7132 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7132 2023/07/21 02:59:50 - mmengine - INFO - Epoch(train) [15][8880/9365] lr: 1.2472e-01 eta: 14:35:18 time: 0.6074 data_time: 0.0784 memory: 16132 grad_norm: 1.4160 loss: 2.7244 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.7244 2023/07/21 02:59:56 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 03:00:02 - mmengine - INFO - Epoch(train) [15][8900/9365] lr: 1.2467e-01 eta: 14:35:05 time: 0.6123 data_time: 0.0826 memory: 16132 grad_norm: 1.3887 loss: 2.7686 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.7686 2023/07/21 03:00:14 - mmengine - INFO - Epoch(train) [15][8920/9365] lr: 1.2462e-01 eta: 14:34:52 time: 0.6035 data_time: 0.0862 memory: 16132 grad_norm: 1.3920 loss: 2.5900 top1_acc: 0.4062 top5_acc: 0.8125 loss_cls: 2.5900 2023/07/21 03:00:27 - mmengine - INFO - Epoch(train) [15][8940/9365] lr: 1.2456e-01 eta: 14:34:40 time: 0.6254 data_time: 0.0850 memory: 16132 grad_norm: 1.3529 loss: 2.6514 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.6514 2023/07/21 03:00:39 - mmengine - INFO - Epoch(train) [15][8960/9365] lr: 1.2451e-01 eta: 14:34:28 time: 0.6217 data_time: 0.0767 memory: 16132 grad_norm: 1.3967 loss: 2.4759 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4759 2023/07/21 03:00:51 - mmengine - INFO - Epoch(train) [15][8980/9365] lr: 1.2446e-01 eta: 14:34:15 time: 0.6005 data_time: 0.0830 memory: 16132 grad_norm: 1.4287 loss: 2.6448 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6448 2023/07/21 03:01:04 - mmengine - INFO - Epoch(train) [15][9000/9365] lr: 1.2441e-01 eta: 14:34:03 time: 0.6290 data_time: 0.0891 memory: 16132 grad_norm: 1.4219 loss: 2.5546 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.5546 2023/07/21 03:01:16 - mmengine - INFO - Epoch(train) [15][9020/9365] lr: 1.2436e-01 eta: 14:33:50 time: 0.5958 data_time: 0.0973 memory: 16132 grad_norm: 1.4033 loss: 2.6532 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.6532 2023/07/21 03:01:28 - mmengine - INFO - Epoch(train) [15][9040/9365] lr: 1.2431e-01 eta: 14:33:37 time: 0.6144 data_time: 0.0807 memory: 16132 grad_norm: 1.3975 loss: 2.6021 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6021 2023/07/21 03:01:41 - mmengine - INFO - Epoch(train) [15][9060/9365] lr: 1.2425e-01 eta: 14:33:25 time: 0.6294 data_time: 0.0897 memory: 16132 grad_norm: 1.4102 loss: 2.7945 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.7945 2023/07/21 03:01:53 - mmengine - INFO - Epoch(train) [15][9080/9365] lr: 1.2420e-01 eta: 14:33:13 time: 0.6157 data_time: 0.1123 memory: 16132 grad_norm: 1.4339 loss: 2.5510 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.5510 2023/07/21 03:02:05 - mmengine - INFO - Epoch(train) [15][9100/9365] lr: 1.2415e-01 eta: 14:33:00 time: 0.5997 data_time: 0.1037 memory: 16132 grad_norm: 1.3985 loss: 2.4138 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4138 2023/07/21 03:02:18 - mmengine - INFO - Epoch(train) [15][9120/9365] lr: 1.2410e-01 eta: 14:32:48 time: 0.6354 data_time: 0.0903 memory: 16132 grad_norm: 1.3821 loss: 2.4957 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4957 2023/07/21 03:02:30 - mmengine - INFO - Epoch(train) [15][9140/9365] lr: 1.2405e-01 eta: 14:32:35 time: 0.5890 data_time: 0.0935 memory: 16132 grad_norm: 1.4186 loss: 2.6301 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.6301 2023/07/21 03:02:43 - mmengine - INFO - Epoch(train) [15][9160/9365] lr: 1.2400e-01 eta: 14:32:23 time: 0.6368 data_time: 0.1033 memory: 16132 grad_norm: 1.4013 loss: 2.6708 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6708 2023/07/21 03:02:54 - mmengine - INFO - Epoch(train) [15][9180/9365] lr: 1.2394e-01 eta: 14:32:09 time: 0.5808 data_time: 0.0836 memory: 16132 grad_norm: 1.4057 loss: 2.5145 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5145 2023/07/21 03:03:06 - mmengine - INFO - Epoch(train) [15][9200/9365] lr: 1.2389e-01 eta: 14:31:57 time: 0.6046 data_time: 0.0842 memory: 16132 grad_norm: 1.4304 loss: 2.7513 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.7513 2023/07/21 03:03:19 - mmengine - INFO - Epoch(train) [15][9220/9365] lr: 1.2384e-01 eta: 14:31:44 time: 0.6242 data_time: 0.0784 memory: 16132 grad_norm: 1.3780 loss: 2.5598 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5598 2023/07/21 03:03:31 - mmengine - INFO - Epoch(train) [15][9240/9365] lr: 1.2379e-01 eta: 14:31:32 time: 0.6306 data_time: 0.0849 memory: 16132 grad_norm: 1.3531 loss: 2.5971 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5971 2023/07/21 03:03:44 - mmengine - INFO - Epoch(train) [15][9260/9365] lr: 1.2374e-01 eta: 14:31:19 time: 0.6016 data_time: 0.0926 memory: 16132 grad_norm: 1.3702 loss: 2.5527 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5527 2023/07/21 03:03:56 - mmengine - INFO - Epoch(train) [15][9280/9365] lr: 1.2369e-01 eta: 14:31:07 time: 0.5985 data_time: 0.0809 memory: 16132 grad_norm: 1.4397 loss: 2.6818 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6818 2023/07/21 03:04:08 - mmengine - INFO - Epoch(train) [15][9300/9365] lr: 1.2363e-01 eta: 14:30:54 time: 0.6127 data_time: 0.0784 memory: 16132 grad_norm: 1.4030 loss: 2.5660 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.5660 2023/07/21 03:04:20 - mmengine - INFO - Epoch(train) [15][9320/9365] lr: 1.2358e-01 eta: 14:30:42 time: 0.6274 data_time: 0.1119 memory: 16132 grad_norm: 1.4005 loss: 2.6805 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.6805 2023/07/21 03:04:32 - mmengine - INFO - Epoch(train) [15][9340/9365] lr: 1.2353e-01 eta: 14:30:29 time: 0.5974 data_time: 0.0804 memory: 16132 grad_norm: 1.4028 loss: 2.7501 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.7501 2023/07/21 03:04:44 - mmengine - INFO - Epoch(train) [15][9360/9365] lr: 1.2348e-01 eta: 14:30:16 time: 0.5803 data_time: 0.0923 memory: 16132 grad_norm: 1.3969 loss: 2.6851 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6851 2023/07/21 03:04:47 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 03:04:47 - mmengine - INFO - Epoch(train) [15][9365/9365] lr: 1.2347e-01 eta: 14:30:12 time: 0.5582 data_time: 0.0895 memory: 16132 grad_norm: 1.4052 loss: 2.7558 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7558 2023/07/21 03:04:47 - mmengine - INFO - Saving checkpoint at 15 epochs 2023/07/21 03:05:05 - mmengine - INFO - Epoch(val) [15][20/78] eta: 0:00:48 time: 0.8311 data_time: 0.5392 memory: 3721 2023/07/21 03:05:17 - mmengine - INFO - Epoch(val) [15][40/78] eta: 0:00:27 time: 0.6239 data_time: 0.3251 memory: 3721 2023/07/21 03:05:28 - mmengine - INFO - Epoch(val) [15][60/78] eta: 0:00:11 time: 0.5307 data_time: 0.2386 memory: 3721 2023/07/21 03:05:38 - mmengine - INFO - Epoch(val) [15][78/78] acc/top1: 0.3189 acc/top5: 0.5817 acc/mean1: 0.3188 data_time: 0.3157 time: 0.5949 2023/07/21 03:06:00 - mmengine - INFO - Epoch(train) [16][ 20/9365] lr: 1.2341e-01 eta: 14:30:10 time: 1.0987 data_time: 0.4161 memory: 16132 grad_norm: 1.3751 loss: 2.7051 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.7051 2023/07/21 03:06:12 - mmengine - INFO - Epoch(train) [16][ 40/9365] lr: 1.2336e-01 eta: 14:29:58 time: 0.6017 data_time: 0.0956 memory: 16132 grad_norm: 1.4207 loss: 2.6258 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.6258 2023/07/21 03:06:26 - mmengine - INFO - Epoch(train) [16][ 60/9365] lr: 1.2331e-01 eta: 14:29:46 time: 0.6549 data_time: 0.1029 memory: 16132 grad_norm: 1.4138 loss: 2.6325 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.6325 2023/07/21 03:06:37 - mmengine - INFO - Epoch(train) [16][ 80/9365] lr: 1.2326e-01 eta: 14:29:33 time: 0.5908 data_time: 0.1102 memory: 16132 grad_norm: 1.4114 loss: 2.5884 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5884 2023/07/21 03:06:50 - mmengine - INFO - Epoch(train) [16][ 100/9365] lr: 1.2321e-01 eta: 14:29:20 time: 0.6049 data_time: 0.0931 memory: 16132 grad_norm: 1.4212 loss: 2.7418 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7418 2023/07/21 03:07:02 - mmengine - INFO - Epoch(train) [16][ 120/9365] lr: 1.2316e-01 eta: 14:29:08 time: 0.6080 data_time: 0.0868 memory: 16132 grad_norm: 1.4274 loss: 2.6275 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.6275 2023/07/21 03:07:14 - mmengine - INFO - Epoch(train) [16][ 140/9365] lr: 1.2310e-01 eta: 14:28:55 time: 0.5953 data_time: 0.0758 memory: 16132 grad_norm: 1.4170 loss: 2.7423 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.7423 2023/07/21 03:07:26 - mmengine - INFO - Epoch(train) [16][ 160/9365] lr: 1.2305e-01 eta: 14:28:42 time: 0.6136 data_time: 0.0866 memory: 16132 grad_norm: 1.4215 loss: 2.6832 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.6832 2023/07/21 03:07:38 - mmengine - INFO - Epoch(train) [16][ 180/9365] lr: 1.2300e-01 eta: 14:28:29 time: 0.6047 data_time: 0.0963 memory: 16132 grad_norm: 1.3985 loss: 2.5414 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.5414 2023/07/21 03:07:50 - mmengine - INFO - Epoch(train) [16][ 200/9365] lr: 1.2295e-01 eta: 14:28:17 time: 0.6063 data_time: 0.0760 memory: 16132 grad_norm: 1.4172 loss: 2.6443 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.6443 2023/07/21 03:08:02 - mmengine - INFO - Epoch(train) [16][ 220/9365] lr: 1.2290e-01 eta: 14:28:04 time: 0.5939 data_time: 0.0776 memory: 16132 grad_norm: 1.4083 loss: 2.6030 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6030 2023/07/21 03:08:14 - mmengine - INFO - Epoch(train) [16][ 240/9365] lr: 1.2285e-01 eta: 14:27:51 time: 0.6163 data_time: 0.1051 memory: 16132 grad_norm: 1.4095 loss: 2.5832 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.5832 2023/07/21 03:08:27 - mmengine - INFO - Epoch(train) [16][ 260/9365] lr: 1.2279e-01 eta: 14:27:39 time: 0.6048 data_time: 0.0783 memory: 16132 grad_norm: 1.3989 loss: 2.6168 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.6168 2023/07/21 03:08:40 - mmengine - INFO - Epoch(train) [16][ 280/9365] lr: 1.2274e-01 eta: 14:27:27 time: 0.6466 data_time: 0.0827 memory: 16132 grad_norm: 1.4316 loss: 2.6688 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.6688 2023/07/21 03:08:52 - mmengine - INFO - Epoch(train) [16][ 300/9365] lr: 1.2269e-01 eta: 14:27:14 time: 0.6001 data_time: 0.0730 memory: 16132 grad_norm: 1.4164 loss: 2.6288 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6288 2023/07/21 03:09:04 - mmengine - INFO - Epoch(train) [16][ 320/9365] lr: 1.2264e-01 eta: 14:27:02 time: 0.6328 data_time: 0.0993 memory: 16132 grad_norm: 1.4073 loss: 2.6566 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.6566 2023/07/21 03:09:17 - mmengine - INFO - Epoch(train) [16][ 340/9365] lr: 1.2259e-01 eta: 14:26:50 time: 0.6410 data_time: 0.0800 memory: 16132 grad_norm: 1.4225 loss: 2.6432 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6432 2023/07/21 03:09:29 - mmengine - INFO - Epoch(train) [16][ 360/9365] lr: 1.2254e-01 eta: 14:26:37 time: 0.5931 data_time: 0.0889 memory: 16132 grad_norm: 1.4496 loss: 2.5841 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.5841 2023/07/21 03:09:42 - mmengine - INFO - Epoch(train) [16][ 380/9365] lr: 1.2249e-01 eta: 14:26:25 time: 0.6305 data_time: 0.0914 memory: 16132 grad_norm: 1.4100 loss: 2.6157 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.6157 2023/07/21 03:09:54 - mmengine - INFO - Epoch(train) [16][ 400/9365] lr: 1.2243e-01 eta: 14:26:12 time: 0.6153 data_time: 0.0890 memory: 16132 grad_norm: 1.4247 loss: 2.5501 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5501 2023/07/21 03:10:07 - mmengine - INFO - Epoch(train) [16][ 420/9365] lr: 1.2238e-01 eta: 14:26:00 time: 0.6259 data_time: 0.0870 memory: 16132 grad_norm: 1.4091 loss: 2.6114 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6114 2023/07/21 03:10:19 - mmengine - INFO - Epoch(train) [16][ 440/9365] lr: 1.2233e-01 eta: 14:25:48 time: 0.6245 data_time: 0.0888 memory: 16132 grad_norm: 1.4240 loss: 2.5552 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5552 2023/07/21 03:10:31 - mmengine - INFO - Epoch(train) [16][ 460/9365] lr: 1.2228e-01 eta: 14:25:35 time: 0.5837 data_time: 0.0790 memory: 16132 grad_norm: 1.4352 loss: 2.5777 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.5777 2023/07/21 03:10:43 - mmengine - INFO - Epoch(train) [16][ 480/9365] lr: 1.2223e-01 eta: 14:25:23 time: 0.6345 data_time: 0.0993 memory: 16132 grad_norm: 1.3931 loss: 2.5710 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5710 2023/07/21 03:10:55 - mmengine - INFO - Epoch(train) [16][ 500/9365] lr: 1.2218e-01 eta: 14:25:10 time: 0.5939 data_time: 0.0827 memory: 16132 grad_norm: 1.4211 loss: 2.6210 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6210 2023/07/21 03:11:08 - mmengine - INFO - Epoch(train) [16][ 520/9365] lr: 1.2212e-01 eta: 14:24:57 time: 0.6318 data_time: 0.1385 memory: 16132 grad_norm: 1.3970 loss: 2.6255 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.6255 2023/07/21 03:11:11 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 03:11:20 - mmengine - INFO - Epoch(train) [16][ 540/9365] lr: 1.2207e-01 eta: 14:24:44 time: 0.5925 data_time: 0.0846 memory: 16132 grad_norm: 1.3937 loss: 2.5273 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.5273 2023/07/21 03:11:32 - mmengine - INFO - Epoch(train) [16][ 560/9365] lr: 1.2202e-01 eta: 14:24:32 time: 0.6193 data_time: 0.0762 memory: 16132 grad_norm: 1.4107 loss: 2.5192 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5192 2023/07/21 03:11:45 - mmengine - INFO - Epoch(train) [16][ 580/9365] lr: 1.2197e-01 eta: 14:24:20 time: 0.6153 data_time: 0.0782 memory: 16132 grad_norm: 1.4237 loss: 2.5902 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.5902 2023/07/21 03:11:57 - mmengine - INFO - Epoch(train) [16][ 600/9365] lr: 1.2192e-01 eta: 14:24:07 time: 0.6140 data_time: 0.0842 memory: 16132 grad_norm: 1.4275 loss: 2.7053 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.7053 2023/07/21 03:12:09 - mmengine - INFO - Epoch(train) [16][ 620/9365] lr: 1.2187e-01 eta: 14:23:54 time: 0.5818 data_time: 0.0847 memory: 16132 grad_norm: 1.4142 loss: 2.6049 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.6049 2023/07/21 03:12:21 - mmengine - INFO - Epoch(train) [16][ 640/9365] lr: 1.2182e-01 eta: 14:23:41 time: 0.6187 data_time: 0.0811 memory: 16132 grad_norm: 1.4190 loss: 2.5220 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5220 2023/07/21 03:12:34 - mmengine - INFO - Epoch(train) [16][ 660/9365] lr: 1.2176e-01 eta: 14:23:29 time: 0.6274 data_time: 0.0715 memory: 16132 grad_norm: 1.4430 loss: 2.5563 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.5563 2023/07/21 03:12:46 - mmengine - INFO - Epoch(train) [16][ 680/9365] lr: 1.2171e-01 eta: 14:23:17 time: 0.6310 data_time: 0.1013 memory: 16132 grad_norm: 1.4355 loss: 2.6016 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6016 2023/07/21 03:12:58 - mmengine - INFO - Epoch(train) [16][ 700/9365] lr: 1.2166e-01 eta: 14:23:04 time: 0.6101 data_time: 0.0887 memory: 16132 grad_norm: 1.3870 loss: 2.4529 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.4529 2023/07/21 03:13:10 - mmengine - INFO - Epoch(train) [16][ 720/9365] lr: 1.2161e-01 eta: 14:22:52 time: 0.5952 data_time: 0.0840 memory: 16132 grad_norm: 1.4311 loss: 2.6357 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6357 2023/07/21 03:13:22 - mmengine - INFO - Epoch(train) [16][ 740/9365] lr: 1.2156e-01 eta: 14:22:39 time: 0.6016 data_time: 0.0818 memory: 16132 grad_norm: 1.4445 loss: 2.5556 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.5556 2023/07/21 03:13:35 - mmengine - INFO - Epoch(train) [16][ 760/9365] lr: 1.2151e-01 eta: 14:22:26 time: 0.6089 data_time: 0.0745 memory: 16132 grad_norm: 1.4171 loss: 2.4459 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4459 2023/07/21 03:13:47 - mmengine - INFO - Epoch(train) [16][ 780/9365] lr: 1.2146e-01 eta: 14:22:13 time: 0.6024 data_time: 0.0944 memory: 16132 grad_norm: 1.4125 loss: 2.7249 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.7249 2023/07/21 03:13:59 - mmengine - INFO - Epoch(train) [16][ 800/9365] lr: 1.2140e-01 eta: 14:22:01 time: 0.6133 data_time: 0.0758 memory: 16132 grad_norm: 1.4297 loss: 2.4828 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.4828 2023/07/21 03:14:11 - mmengine - INFO - Epoch(train) [16][ 820/9365] lr: 1.2135e-01 eta: 14:21:48 time: 0.5920 data_time: 0.1013 memory: 16132 grad_norm: 1.4162 loss: 2.5200 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.5200 2023/07/21 03:14:23 - mmengine - INFO - Epoch(train) [16][ 840/9365] lr: 1.2130e-01 eta: 14:21:35 time: 0.5960 data_time: 0.0798 memory: 16132 grad_norm: 1.4114 loss: 2.5662 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.5662 2023/07/21 03:14:35 - mmengine - INFO - Epoch(train) [16][ 860/9365] lr: 1.2125e-01 eta: 14:21:22 time: 0.6068 data_time: 0.0736 memory: 16132 grad_norm: 1.4393 loss: 2.5961 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.5961 2023/07/21 03:14:47 - mmengine - INFO - Epoch(train) [16][ 880/9365] lr: 1.2120e-01 eta: 14:21:09 time: 0.5850 data_time: 0.0709 memory: 16132 grad_norm: 1.4260 loss: 2.6613 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6613 2023/07/21 03:14:59 - mmengine - INFO - Epoch(train) [16][ 900/9365] lr: 1.2115e-01 eta: 14:20:56 time: 0.5988 data_time: 0.0762 memory: 16132 grad_norm: 1.4168 loss: 2.7097 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.7097 2023/07/21 03:15:11 - mmengine - INFO - Epoch(train) [16][ 920/9365] lr: 1.2110e-01 eta: 14:20:44 time: 0.6056 data_time: 0.0771 memory: 16132 grad_norm: 1.3751 loss: 2.5734 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.5734 2023/07/21 03:15:23 - mmengine - INFO - Epoch(train) [16][ 940/9365] lr: 1.2104e-01 eta: 14:20:31 time: 0.6251 data_time: 0.0746 memory: 16132 grad_norm: 1.4285 loss: 2.5467 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5467 2023/07/21 03:15:36 - mmengine - INFO - Epoch(train) [16][ 960/9365] lr: 1.2099e-01 eta: 14:20:19 time: 0.6096 data_time: 0.0819 memory: 16132 grad_norm: 1.3893 loss: 2.5926 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.5926 2023/07/21 03:15:48 - mmengine - INFO - Epoch(train) [16][ 980/9365] lr: 1.2094e-01 eta: 14:20:07 time: 0.6393 data_time: 0.0722 memory: 16132 grad_norm: 1.4292 loss: 2.6407 top1_acc: 0.1250 top5_acc: 0.4688 loss_cls: 2.6407 2023/07/21 03:16:00 - mmengine - INFO - Epoch(train) [16][1000/9365] lr: 1.2089e-01 eta: 14:19:54 time: 0.5993 data_time: 0.0771 memory: 16132 grad_norm: 1.3869 loss: 2.6931 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.6931 2023/07/21 03:16:13 - mmengine - INFO - Epoch(train) [16][1020/9365] lr: 1.2084e-01 eta: 14:19:42 time: 0.6306 data_time: 0.0813 memory: 16132 grad_norm: 1.4270 loss: 2.6769 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.6769 2023/07/21 03:16:25 - mmengine - INFO - Epoch(train) [16][1040/9365] lr: 1.2079e-01 eta: 14:19:29 time: 0.6075 data_time: 0.0724 memory: 16132 grad_norm: 1.4201 loss: 2.6282 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6282 2023/07/21 03:16:38 - mmengine - INFO - Epoch(train) [16][1060/9365] lr: 1.2074e-01 eta: 14:19:17 time: 0.6199 data_time: 0.0816 memory: 16132 grad_norm: 1.3975 loss: 2.6519 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.6519 2023/07/21 03:16:50 - mmengine - INFO - Epoch(train) [16][1080/9365] lr: 1.2069e-01 eta: 14:19:04 time: 0.6057 data_time: 0.0917 memory: 16132 grad_norm: 1.4140 loss: 2.6566 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.6566 2023/07/21 03:17:02 - mmengine - INFO - Epoch(train) [16][1100/9365] lr: 1.2063e-01 eta: 14:18:51 time: 0.5997 data_time: 0.0741 memory: 16132 grad_norm: 1.3854 loss: 2.6307 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6307 2023/07/21 03:17:14 - mmengine - INFO - Epoch(train) [16][1120/9365] lr: 1.2058e-01 eta: 14:18:38 time: 0.6013 data_time: 0.0730 memory: 16132 grad_norm: 1.4246 loss: 2.4330 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.4330 2023/07/21 03:17:27 - mmengine - INFO - Epoch(train) [16][1140/9365] lr: 1.2053e-01 eta: 14:18:26 time: 0.6330 data_time: 0.0713 memory: 16132 grad_norm: 1.4289 loss: 2.5647 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5647 2023/07/21 03:17:38 - mmengine - INFO - Epoch(train) [16][1160/9365] lr: 1.2048e-01 eta: 14:18:13 time: 0.5654 data_time: 0.0870 memory: 16132 grad_norm: 1.3987 loss: 2.5847 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.5847 2023/07/21 03:17:51 - mmengine - INFO - Epoch(train) [16][1180/9365] lr: 1.2043e-01 eta: 14:18:01 time: 0.6299 data_time: 0.0727 memory: 16132 grad_norm: 1.4376 loss: 2.6879 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.6879 2023/07/21 03:18:03 - mmengine - INFO - Epoch(train) [16][1200/9365] lr: 1.2038e-01 eta: 14:17:48 time: 0.6112 data_time: 0.0757 memory: 16132 grad_norm: 1.4346 loss: 2.6155 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6155 2023/07/21 03:18:15 - mmengine - INFO - Epoch(train) [16][1220/9365] lr: 1.2033e-01 eta: 14:17:36 time: 0.6185 data_time: 0.0762 memory: 16132 grad_norm: 1.4262 loss: 2.6058 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.6058 2023/07/21 03:18:28 - mmengine - INFO - Epoch(train) [16][1240/9365] lr: 1.2027e-01 eta: 14:17:23 time: 0.6221 data_time: 0.0889 memory: 16132 grad_norm: 1.4456 loss: 2.5579 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.5579 2023/07/21 03:18:40 - mmengine - INFO - Epoch(train) [16][1260/9365] lr: 1.2022e-01 eta: 14:17:11 time: 0.6066 data_time: 0.0917 memory: 16132 grad_norm: 1.4410 loss: 2.5784 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5784 2023/07/21 03:18:52 - mmengine - INFO - Epoch(train) [16][1280/9365] lr: 1.2017e-01 eta: 14:16:58 time: 0.6114 data_time: 0.0684 memory: 16132 grad_norm: 1.4488 loss: 2.6177 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.6177 2023/07/21 03:19:04 - mmengine - INFO - Epoch(train) [16][1300/9365] lr: 1.2012e-01 eta: 14:16:45 time: 0.5959 data_time: 0.1055 memory: 16132 grad_norm: 1.4348 loss: 2.4411 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.4411 2023/07/21 03:19:16 - mmengine - INFO - Epoch(train) [16][1320/9365] lr: 1.2007e-01 eta: 14:16:33 time: 0.6156 data_time: 0.0751 memory: 16132 grad_norm: 1.4227 loss: 2.4665 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4665 2023/07/21 03:19:29 - mmengine - INFO - Epoch(train) [16][1340/9365] lr: 1.2002e-01 eta: 14:16:20 time: 0.6148 data_time: 0.0761 memory: 16132 grad_norm: 1.4288 loss: 2.6488 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6488 2023/07/21 03:19:41 - mmengine - INFO - Epoch(train) [16][1360/9365] lr: 1.1997e-01 eta: 14:16:08 time: 0.6149 data_time: 0.0739 memory: 16132 grad_norm: 1.4332 loss: 2.5443 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5443 2023/07/21 03:19:53 - mmengine - INFO - Epoch(train) [16][1380/9365] lr: 1.1992e-01 eta: 14:15:55 time: 0.6078 data_time: 0.0831 memory: 16132 grad_norm: 1.3873 loss: 2.4686 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.4686 2023/07/21 03:20:05 - mmengine - INFO - Epoch(train) [16][1400/9365] lr: 1.1986e-01 eta: 14:15:42 time: 0.6043 data_time: 0.0782 memory: 16132 grad_norm: 1.4387 loss: 2.6637 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.6637 2023/07/21 03:20:17 - mmengine - INFO - Epoch(train) [16][1420/9365] lr: 1.1981e-01 eta: 14:15:29 time: 0.5965 data_time: 0.0813 memory: 16132 grad_norm: 1.4238 loss: 2.7113 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.7113 2023/07/21 03:20:30 - mmengine - INFO - Epoch(train) [16][1440/9365] lr: 1.1976e-01 eta: 14:15:17 time: 0.6370 data_time: 0.0984 memory: 16132 grad_norm: 1.4264 loss: 2.6499 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6499 2023/07/21 03:20:42 - mmengine - INFO - Epoch(train) [16][1460/9365] lr: 1.1971e-01 eta: 14:15:05 time: 0.6090 data_time: 0.0705 memory: 16132 grad_norm: 1.4335 loss: 2.7072 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.7072 2023/07/21 03:20:55 - mmengine - INFO - Epoch(train) [16][1480/9365] lr: 1.1966e-01 eta: 14:14:53 time: 0.6331 data_time: 0.0752 memory: 16132 grad_norm: 1.4092 loss: 2.5916 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.5916 2023/07/21 03:21:07 - mmengine - INFO - Epoch(train) [16][1500/9365] lr: 1.1961e-01 eta: 14:14:40 time: 0.5870 data_time: 0.0809 memory: 16132 grad_norm: 1.4197 loss: 2.5533 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.5533 2023/07/21 03:21:19 - mmengine - INFO - Epoch(train) [16][1520/9365] lr: 1.1956e-01 eta: 14:14:27 time: 0.6289 data_time: 0.0761 memory: 16132 grad_norm: 1.4392 loss: 2.6375 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.6375 2023/07/21 03:21:22 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 03:21:31 - mmengine - INFO - Epoch(train) [16][1540/9365] lr: 1.1951e-01 eta: 14:14:15 time: 0.6021 data_time: 0.0842 memory: 16132 grad_norm: 1.4476 loss: 2.7121 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.7121 2023/07/21 03:21:43 - mmengine - INFO - Epoch(train) [16][1560/9365] lr: 1.1946e-01 eta: 14:14:02 time: 0.5972 data_time: 0.0769 memory: 16132 grad_norm: 1.4155 loss: 2.7011 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.7011 2023/07/21 03:21:56 - mmengine - INFO - Epoch(train) [16][1580/9365] lr: 1.1940e-01 eta: 14:13:49 time: 0.6134 data_time: 0.0795 memory: 16132 grad_norm: 1.4248 loss: 2.7772 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.7772 2023/07/21 03:22:08 - mmengine - INFO - Epoch(train) [16][1600/9365] lr: 1.1935e-01 eta: 14:13:37 time: 0.6124 data_time: 0.0939 memory: 16132 grad_norm: 1.4452 loss: 2.5824 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.5824 2023/07/21 03:22:20 - mmengine - INFO - Epoch(train) [16][1620/9365] lr: 1.1930e-01 eta: 14:13:24 time: 0.6137 data_time: 0.0849 memory: 16132 grad_norm: 1.4457 loss: 2.6478 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.6478 2023/07/21 03:22:33 - mmengine - INFO - Epoch(train) [16][1640/9365] lr: 1.1925e-01 eta: 14:13:12 time: 0.6253 data_time: 0.0780 memory: 16132 grad_norm: 1.4513 loss: 2.7093 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.7093 2023/07/21 03:22:45 - mmengine - INFO - Epoch(train) [16][1660/9365] lr: 1.1920e-01 eta: 14:12:59 time: 0.5971 data_time: 0.0735 memory: 16132 grad_norm: 1.4127 loss: 2.7277 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.7277 2023/07/21 03:22:57 - mmengine - INFO - Epoch(train) [16][1680/9365] lr: 1.1915e-01 eta: 14:12:47 time: 0.6172 data_time: 0.0835 memory: 16132 grad_norm: 1.4185 loss: 2.5245 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.5245 2023/07/21 03:23:09 - mmengine - INFO - Epoch(train) [16][1700/9365] lr: 1.1910e-01 eta: 14:12:34 time: 0.6117 data_time: 0.0781 memory: 16132 grad_norm: 1.4239 loss: 2.5802 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.5802 2023/07/21 03:23:22 - mmengine - INFO - Epoch(train) [16][1720/9365] lr: 1.1905e-01 eta: 14:12:22 time: 0.6092 data_time: 0.0772 memory: 16132 grad_norm: 1.4510 loss: 2.5913 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.5913 2023/07/21 03:23:34 - mmengine - INFO - Epoch(train) [16][1740/9365] lr: 1.1900e-01 eta: 14:12:09 time: 0.6004 data_time: 0.0823 memory: 16132 grad_norm: 1.4171 loss: 2.4713 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.4713 2023/07/21 03:23:46 - mmengine - INFO - Epoch(train) [16][1760/9365] lr: 1.1894e-01 eta: 14:11:56 time: 0.6031 data_time: 0.0762 memory: 16132 grad_norm: 1.3963 loss: 2.5132 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.5132 2023/07/21 03:23:58 - mmengine - INFO - Epoch(train) [16][1780/9365] lr: 1.1889e-01 eta: 14:11:43 time: 0.5954 data_time: 0.0777 memory: 16132 grad_norm: 1.4416 loss: 2.4739 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4739 2023/07/21 03:24:10 - mmengine - INFO - Epoch(train) [16][1800/9365] lr: 1.1884e-01 eta: 14:11:31 time: 0.6301 data_time: 0.0732 memory: 16132 grad_norm: 1.4197 loss: 2.5046 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5046 2023/07/21 03:24:22 - mmengine - INFO - Epoch(train) [16][1820/9365] lr: 1.1879e-01 eta: 14:11:18 time: 0.5771 data_time: 0.0779 memory: 16132 grad_norm: 1.4745 loss: 2.4823 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4823 2023/07/21 03:24:34 - mmengine - INFO - Epoch(train) [16][1840/9365] lr: 1.1874e-01 eta: 14:11:05 time: 0.5907 data_time: 0.0729 memory: 16132 grad_norm: 1.4045 loss: 2.6659 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.6659 2023/07/21 03:24:46 - mmengine - INFO - Epoch(train) [16][1860/9365] lr: 1.1869e-01 eta: 14:10:52 time: 0.6203 data_time: 0.0788 memory: 16132 grad_norm: 1.4227 loss: 2.5135 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.5135 2023/07/21 03:24:58 - mmengine - INFO - Epoch(train) [16][1880/9365] lr: 1.1864e-01 eta: 14:10:39 time: 0.5810 data_time: 0.0893 memory: 16132 grad_norm: 1.4547 loss: 2.5923 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.5923 2023/07/21 03:25:10 - mmengine - INFO - Epoch(train) [16][1900/9365] lr: 1.1859e-01 eta: 14:10:26 time: 0.6018 data_time: 0.0767 memory: 16132 grad_norm: 1.4375 loss: 2.4672 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.4672 2023/07/21 03:25:22 - mmengine - INFO - Epoch(train) [16][1920/9365] lr: 1.1854e-01 eta: 14:10:14 time: 0.6098 data_time: 0.0796 memory: 16132 grad_norm: 1.4206 loss: 2.6102 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.6102 2023/07/21 03:25:34 - mmengine - INFO - Epoch(train) [16][1940/9365] lr: 1.1848e-01 eta: 14:10:01 time: 0.5884 data_time: 0.0792 memory: 16132 grad_norm: 1.4099 loss: 2.5863 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5863 2023/07/21 03:25:47 - mmengine - INFO - Epoch(train) [16][1960/9365] lr: 1.1843e-01 eta: 14:09:49 time: 0.6506 data_time: 0.0673 memory: 16132 grad_norm: 1.4356 loss: 2.7123 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.7123 2023/07/21 03:25:59 - mmengine - INFO - Epoch(train) [16][1980/9365] lr: 1.1838e-01 eta: 14:09:36 time: 0.6019 data_time: 0.0842 memory: 16132 grad_norm: 1.4376 loss: 2.6236 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.6236 2023/07/21 03:26:12 - mmengine - INFO - Epoch(train) [16][2000/9365] lr: 1.1833e-01 eta: 14:09:24 time: 0.6340 data_time: 0.0802 memory: 16132 grad_norm: 1.4372 loss: 2.6186 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6186 2023/07/21 03:26:24 - mmengine - INFO - Epoch(train) [16][2020/9365] lr: 1.1828e-01 eta: 14:09:11 time: 0.6069 data_time: 0.0830 memory: 16132 grad_norm: 1.4400 loss: 2.7166 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.7166 2023/07/21 03:26:36 - mmengine - INFO - Epoch(train) [16][2040/9365] lr: 1.1823e-01 eta: 14:08:59 time: 0.6281 data_time: 0.0854 memory: 16132 grad_norm: 1.3914 loss: 2.6494 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6494 2023/07/21 03:26:48 - mmengine - INFO - Epoch(train) [16][2060/9365] lr: 1.1818e-01 eta: 14:08:46 time: 0.5999 data_time: 0.0836 memory: 16132 grad_norm: 1.4463 loss: 2.6230 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6230 2023/07/21 03:27:01 - mmengine - INFO - Epoch(train) [16][2080/9365] lr: 1.1813e-01 eta: 14:08:34 time: 0.6242 data_time: 0.0901 memory: 16132 grad_norm: 1.4254 loss: 2.5229 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 2.5229 2023/07/21 03:27:13 - mmengine - INFO - Epoch(train) [16][2100/9365] lr: 1.1808e-01 eta: 14:08:21 time: 0.5753 data_time: 0.0784 memory: 16132 grad_norm: 1.4208 loss: 2.5750 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5750 2023/07/21 03:27:24 - mmengine - INFO - Epoch(train) [16][2120/9365] lr: 1.1802e-01 eta: 14:08:08 time: 0.5800 data_time: 0.0857 memory: 16132 grad_norm: 1.4391 loss: 2.5380 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.5380 2023/07/21 03:27:36 - mmengine - INFO - Epoch(train) [16][2140/9365] lr: 1.1797e-01 eta: 14:07:55 time: 0.5963 data_time: 0.0755 memory: 16132 grad_norm: 1.4494 loss: 2.6695 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6695 2023/07/21 03:27:49 - mmengine - INFO - Epoch(train) [16][2160/9365] lr: 1.1792e-01 eta: 14:07:43 time: 0.6283 data_time: 0.1093 memory: 16132 grad_norm: 1.4170 loss: 2.7454 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.7454 2023/07/21 03:28:01 - mmengine - INFO - Epoch(train) [16][2180/9365] lr: 1.1787e-01 eta: 14:07:30 time: 0.6159 data_time: 0.0886 memory: 16132 grad_norm: 1.4026 loss: 2.5309 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5309 2023/07/21 03:28:13 - mmengine - INFO - Epoch(train) [16][2200/9365] lr: 1.1782e-01 eta: 14:07:18 time: 0.6138 data_time: 0.1048 memory: 16132 grad_norm: 1.4265 loss: 2.5475 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5475 2023/07/21 03:28:25 - mmengine - INFO - Epoch(train) [16][2220/9365] lr: 1.1777e-01 eta: 14:07:05 time: 0.6001 data_time: 0.0828 memory: 16132 grad_norm: 1.4273 loss: 2.3363 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3363 2023/07/21 03:28:38 - mmengine - INFO - Epoch(train) [16][2240/9365] lr: 1.1772e-01 eta: 14:06:53 time: 0.6330 data_time: 0.1092 memory: 16132 grad_norm: 1.4502 loss: 2.6210 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.6210 2023/07/21 03:28:50 - mmengine - INFO - Epoch(train) [16][2260/9365] lr: 1.1767e-01 eta: 14:06:40 time: 0.6060 data_time: 0.0880 memory: 16132 grad_norm: 1.4682 loss: 2.5311 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.5311 2023/07/21 03:29:03 - mmengine - INFO - Epoch(train) [16][2280/9365] lr: 1.1762e-01 eta: 14:06:28 time: 0.6353 data_time: 0.0851 memory: 16132 grad_norm: 1.4238 loss: 2.6988 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6988 2023/07/21 03:29:15 - mmengine - INFO - Epoch(train) [16][2300/9365] lr: 1.1757e-01 eta: 14:06:15 time: 0.6077 data_time: 0.0923 memory: 16132 grad_norm: 1.4119 loss: 2.5068 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.5068 2023/07/21 03:29:28 - mmengine - INFO - Epoch(train) [16][2320/9365] lr: 1.1752e-01 eta: 14:06:03 time: 0.6268 data_time: 0.0812 memory: 16132 grad_norm: 1.4305 loss: 2.5932 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.5932 2023/07/21 03:29:39 - mmengine - INFO - Epoch(train) [16][2340/9365] lr: 1.1746e-01 eta: 14:05:50 time: 0.5832 data_time: 0.0862 memory: 16132 grad_norm: 1.4195 loss: 2.5204 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.5204 2023/07/21 03:29:52 - mmengine - INFO - Epoch(train) [16][2360/9365] lr: 1.1741e-01 eta: 14:05:37 time: 0.6101 data_time: 0.1075 memory: 16132 grad_norm: 1.4364 loss: 2.5816 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5816 2023/07/21 03:30:04 - mmengine - INFO - Epoch(train) [16][2380/9365] lr: 1.1736e-01 eta: 14:05:25 time: 0.6320 data_time: 0.0757 memory: 16132 grad_norm: 1.4249 loss: 2.5811 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.5811 2023/07/21 03:30:16 - mmengine - INFO - Epoch(train) [16][2400/9365] lr: 1.1731e-01 eta: 14:05:12 time: 0.5889 data_time: 0.0796 memory: 16132 grad_norm: 1.4323 loss: 2.5467 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.5467 2023/07/21 03:30:29 - mmengine - INFO - Epoch(train) [16][2420/9365] lr: 1.1726e-01 eta: 14:05:00 time: 0.6283 data_time: 0.0766 memory: 16132 grad_norm: 1.4761 loss: 2.5503 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.5503 2023/07/21 03:30:41 - mmengine - INFO - Epoch(train) [16][2440/9365] lr: 1.1721e-01 eta: 14:04:47 time: 0.5955 data_time: 0.0854 memory: 16132 grad_norm: 1.4235 loss: 2.5435 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5435 2023/07/21 03:30:53 - mmengine - INFO - Epoch(train) [16][2460/9365] lr: 1.1716e-01 eta: 14:04:34 time: 0.6025 data_time: 0.0783 memory: 16132 grad_norm: 1.4264 loss: 2.5745 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.5745 2023/07/21 03:31:05 - mmengine - INFO - Epoch(train) [16][2480/9365] lr: 1.1711e-01 eta: 14:04:22 time: 0.6085 data_time: 0.0849 memory: 16132 grad_norm: 1.4423 loss: 2.6491 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6491 2023/07/21 03:31:17 - mmengine - INFO - Epoch(train) [16][2500/9365] lr: 1.1706e-01 eta: 14:04:09 time: 0.6068 data_time: 0.0793 memory: 16132 grad_norm: 1.4377 loss: 2.6698 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.6698 2023/07/21 03:31:29 - mmengine - INFO - Epoch(train) [16][2520/9365] lr: 1.1701e-01 eta: 14:03:57 time: 0.6176 data_time: 0.1142 memory: 16132 grad_norm: 1.4333 loss: 2.4887 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.4887 2023/07/21 03:31:32 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 03:31:41 - mmengine - INFO - Epoch(train) [16][2540/9365] lr: 1.1696e-01 eta: 14:03:44 time: 0.5965 data_time: 0.0930 memory: 16132 grad_norm: 1.4670 loss: 2.6956 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.6956 2023/07/21 03:31:53 - mmengine - INFO - Epoch(train) [16][2560/9365] lr: 1.1690e-01 eta: 14:03:31 time: 0.5996 data_time: 0.0783 memory: 16132 grad_norm: 1.4326 loss: 2.5363 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.5363 2023/07/21 03:32:06 - mmengine - INFO - Epoch(train) [16][2580/9365] lr: 1.1685e-01 eta: 14:03:19 time: 0.6316 data_time: 0.1075 memory: 16132 grad_norm: 1.4412 loss: 2.5909 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5909 2023/07/21 03:32:19 - mmengine - INFO - Epoch(train) [16][2600/9365] lr: 1.1680e-01 eta: 14:03:07 time: 0.6280 data_time: 0.0791 memory: 16132 grad_norm: 1.4571 loss: 2.5869 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.5869 2023/07/21 03:32:31 - mmengine - INFO - Epoch(train) [16][2620/9365] lr: 1.1675e-01 eta: 14:02:54 time: 0.6164 data_time: 0.0832 memory: 16132 grad_norm: 1.4341 loss: 2.5753 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5753 2023/07/21 03:32:44 - mmengine - INFO - Epoch(train) [16][2640/9365] lr: 1.1670e-01 eta: 14:02:42 time: 0.6252 data_time: 0.0808 memory: 16132 grad_norm: 1.4309 loss: 2.6231 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.6231 2023/07/21 03:32:56 - mmengine - INFO - Epoch(train) [16][2660/9365] lr: 1.1665e-01 eta: 14:02:29 time: 0.6128 data_time: 0.0901 memory: 16132 grad_norm: 1.4888 loss: 2.5506 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.5506 2023/07/21 03:33:08 - mmengine - INFO - Epoch(train) [16][2680/9365] lr: 1.1660e-01 eta: 14:02:17 time: 0.6085 data_time: 0.1067 memory: 16132 grad_norm: 1.4583 loss: 2.4318 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4318 2023/07/21 03:33:20 - mmengine - INFO - Epoch(train) [16][2700/9365] lr: 1.1655e-01 eta: 14:02:04 time: 0.6054 data_time: 0.0721 memory: 16132 grad_norm: 1.4169 loss: 2.3819 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.3819 2023/07/21 03:33:33 - mmengine - INFO - Epoch(train) [16][2720/9365] lr: 1.1650e-01 eta: 14:01:52 time: 0.6399 data_time: 0.0812 memory: 16132 grad_norm: 1.4622 loss: 2.5438 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5438 2023/07/21 03:33:45 - mmengine - INFO - Epoch(train) [16][2740/9365] lr: 1.1645e-01 eta: 14:01:40 time: 0.6099 data_time: 0.0835 memory: 16132 grad_norm: 1.4109 loss: 2.5151 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5151 2023/07/21 03:33:57 - mmengine - INFO - Epoch(train) [16][2760/9365] lr: 1.1640e-01 eta: 14:01:27 time: 0.6067 data_time: 0.0847 memory: 16132 grad_norm: 1.4605 loss: 2.7095 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.7095 2023/07/21 03:34:10 - mmengine - INFO - Epoch(train) [16][2780/9365] lr: 1.1635e-01 eta: 14:01:14 time: 0.6094 data_time: 0.0780 memory: 16132 grad_norm: 1.4647 loss: 2.6564 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6564 2023/07/21 03:34:22 - mmengine - INFO - Epoch(train) [16][2800/9365] lr: 1.1629e-01 eta: 14:01:02 time: 0.6255 data_time: 0.0854 memory: 16132 grad_norm: 1.4559 loss: 2.7262 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.7262 2023/07/21 03:34:34 - mmengine - INFO - Epoch(train) [16][2820/9365] lr: 1.1624e-01 eta: 14:00:49 time: 0.5911 data_time: 0.0915 memory: 16132 grad_norm: 1.4447 loss: 2.5681 top1_acc: 0.2500 top5_acc: 0.7188 loss_cls: 2.5681 2023/07/21 03:34:47 - mmengine - INFO - Epoch(train) [16][2840/9365] lr: 1.1619e-01 eta: 14:00:37 time: 0.6420 data_time: 0.0802 memory: 16132 grad_norm: 1.4014 loss: 2.4838 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4838 2023/07/21 03:34:59 - mmengine - INFO - Epoch(train) [16][2860/9365] lr: 1.1614e-01 eta: 14:00:24 time: 0.5962 data_time: 0.0788 memory: 16132 grad_norm: 1.4430 loss: 2.5630 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.5630 2023/07/21 03:35:11 - mmengine - INFO - Epoch(train) [16][2880/9365] lr: 1.1609e-01 eta: 14:00:12 time: 0.6189 data_time: 0.0867 memory: 16132 grad_norm: 1.4771 loss: 2.7245 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.7245 2023/07/21 03:35:23 - mmengine - INFO - Epoch(train) [16][2900/9365] lr: 1.1604e-01 eta: 13:59:59 time: 0.5845 data_time: 0.0789 memory: 16132 grad_norm: 1.3996 loss: 2.6189 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.6189 2023/07/21 03:35:37 - mmengine - INFO - Epoch(train) [16][2920/9365] lr: 1.1599e-01 eta: 13:59:48 time: 0.6804 data_time: 0.0873 memory: 16132 grad_norm: 1.4342 loss: 2.5555 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.5555 2023/07/21 03:35:49 - mmengine - INFO - Epoch(train) [16][2940/9365] lr: 1.1594e-01 eta: 13:59:35 time: 0.5998 data_time: 0.0974 memory: 16132 grad_norm: 1.4423 loss: 2.5989 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.5989 2023/07/21 03:36:00 - mmengine - INFO - Epoch(train) [16][2960/9365] lr: 1.1589e-01 eta: 13:59:22 time: 0.5911 data_time: 0.0814 memory: 16132 grad_norm: 1.4547 loss: 2.5888 top1_acc: 0.2188 top5_acc: 0.7500 loss_cls: 2.5888 2023/07/21 03:36:13 - mmengine - INFO - Epoch(train) [16][2980/9365] lr: 1.1584e-01 eta: 13:59:10 time: 0.6251 data_time: 0.0708 memory: 16132 grad_norm: 1.4299 loss: 2.5365 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.5365 2023/07/21 03:36:25 - mmengine - INFO - Epoch(train) [16][3000/9365] lr: 1.1579e-01 eta: 13:58:57 time: 0.6052 data_time: 0.0970 memory: 16132 grad_norm: 1.4405 loss: 2.5225 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5225 2023/07/21 03:36:38 - mmengine - INFO - Epoch(train) [16][3020/9365] lr: 1.1574e-01 eta: 13:58:45 time: 0.6221 data_time: 0.1140 memory: 16132 grad_norm: 1.4354 loss: 2.6139 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6139 2023/07/21 03:36:50 - mmengine - INFO - Epoch(train) [16][3040/9365] lr: 1.1569e-01 eta: 13:58:32 time: 0.6020 data_time: 0.0857 memory: 16132 grad_norm: 1.4430 loss: 2.5372 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.5372 2023/07/21 03:37:02 - mmengine - INFO - Epoch(train) [16][3060/9365] lr: 1.1564e-01 eta: 13:58:20 time: 0.6336 data_time: 0.0787 memory: 16132 grad_norm: 1.4667 loss: 2.6302 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.6302 2023/07/21 03:37:14 - mmengine - INFO - Epoch(train) [16][3080/9365] lr: 1.1558e-01 eta: 13:58:07 time: 0.5900 data_time: 0.0845 memory: 16132 grad_norm: 1.4595 loss: 2.6318 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6318 2023/07/21 03:37:27 - mmengine - INFO - Epoch(train) [16][3100/9365] lr: 1.1553e-01 eta: 13:57:54 time: 0.6164 data_time: 0.0804 memory: 16132 grad_norm: 1.4373 loss: 2.5704 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.5704 2023/07/21 03:37:39 - mmengine - INFO - Epoch(train) [16][3120/9365] lr: 1.1548e-01 eta: 13:57:42 time: 0.6219 data_time: 0.0903 memory: 16132 grad_norm: 1.4489 loss: 2.4956 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.4956 2023/07/21 03:37:51 - mmengine - INFO - Epoch(train) [16][3140/9365] lr: 1.1543e-01 eta: 13:57:30 time: 0.6149 data_time: 0.0878 memory: 16132 grad_norm: 1.4333 loss: 2.6132 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.6132 2023/07/21 03:38:03 - mmengine - INFO - Epoch(train) [16][3160/9365] lr: 1.1538e-01 eta: 13:57:17 time: 0.5878 data_time: 0.0819 memory: 16132 grad_norm: 1.4473 loss: 2.7588 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.7588 2023/07/21 03:38:16 - mmengine - INFO - Epoch(train) [16][3180/9365] lr: 1.1533e-01 eta: 13:57:04 time: 0.6211 data_time: 0.0834 memory: 16132 grad_norm: 1.4630 loss: 2.4899 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4899 2023/07/21 03:38:28 - mmengine - INFO - Epoch(train) [16][3200/9365] lr: 1.1528e-01 eta: 13:56:51 time: 0.5965 data_time: 0.0860 memory: 16132 grad_norm: 1.4443 loss: 2.5591 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.5591 2023/07/21 03:38:40 - mmengine - INFO - Epoch(train) [16][3220/9365] lr: 1.1523e-01 eta: 13:56:39 time: 0.5986 data_time: 0.0805 memory: 16132 grad_norm: 1.4499 loss: 2.5438 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5438 2023/07/21 03:38:51 - mmengine - INFO - Epoch(train) [16][3240/9365] lr: 1.1518e-01 eta: 13:56:25 time: 0.5826 data_time: 0.0864 memory: 16132 grad_norm: 1.4533 loss: 2.6966 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.6966 2023/07/21 03:39:04 - mmengine - INFO - Epoch(train) [16][3260/9365] lr: 1.1513e-01 eta: 13:56:13 time: 0.6214 data_time: 0.0838 memory: 16132 grad_norm: 1.4440 loss: 2.4028 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.4028 2023/07/21 03:39:16 - mmengine - INFO - Epoch(train) [16][3280/9365] lr: 1.1508e-01 eta: 13:56:00 time: 0.6080 data_time: 0.0857 memory: 16132 grad_norm: 1.4449 loss: 2.4190 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.4190 2023/07/21 03:39:28 - mmengine - INFO - Epoch(train) [16][3300/9365] lr: 1.1503e-01 eta: 13:55:48 time: 0.6280 data_time: 0.0965 memory: 16132 grad_norm: 1.4383 loss: 2.5209 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5209 2023/07/21 03:39:41 - mmengine - INFO - Epoch(train) [16][3320/9365] lr: 1.1498e-01 eta: 13:55:36 time: 0.6078 data_time: 0.0853 memory: 16132 grad_norm: 1.4392 loss: 2.6504 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.6504 2023/07/21 03:39:54 - mmengine - INFO - Epoch(train) [16][3340/9365] lr: 1.1493e-01 eta: 13:55:24 time: 0.6470 data_time: 0.0979 memory: 16132 grad_norm: 1.4642 loss: 2.5514 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5514 2023/07/21 03:40:05 - mmengine - INFO - Epoch(train) [16][3360/9365] lr: 1.1488e-01 eta: 13:55:11 time: 0.5886 data_time: 0.1014 memory: 16132 grad_norm: 1.4633 loss: 2.5704 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.5704 2023/07/21 03:40:18 - mmengine - INFO - Epoch(train) [16][3380/9365] lr: 1.1482e-01 eta: 13:54:59 time: 0.6553 data_time: 0.0827 memory: 16132 grad_norm: 1.4441 loss: 2.6737 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.6737 2023/07/21 03:40:30 - mmengine - INFO - Epoch(train) [16][3400/9365] lr: 1.1477e-01 eta: 13:54:46 time: 0.5911 data_time: 0.0883 memory: 16132 grad_norm: 1.4672 loss: 2.6310 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6310 2023/07/21 03:40:43 - mmengine - INFO - Epoch(train) [16][3420/9365] lr: 1.1472e-01 eta: 13:54:34 time: 0.6145 data_time: 0.1263 memory: 16132 grad_norm: 1.4607 loss: 2.6640 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6640 2023/07/21 03:40:54 - mmengine - INFO - Epoch(train) [16][3440/9365] lr: 1.1467e-01 eta: 13:54:21 time: 0.5785 data_time: 0.0788 memory: 16132 grad_norm: 1.4913 loss: 2.6230 top1_acc: 0.1875 top5_acc: 0.5938 loss_cls: 2.6230 2023/07/21 03:41:07 - mmengine - INFO - Epoch(train) [16][3460/9365] lr: 1.1462e-01 eta: 13:54:08 time: 0.6276 data_time: 0.1333 memory: 16132 grad_norm: 1.4556 loss: 2.6346 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.6346 2023/07/21 03:41:19 - mmengine - INFO - Epoch(train) [16][3480/9365] lr: 1.1457e-01 eta: 13:53:56 time: 0.6097 data_time: 0.0918 memory: 16132 grad_norm: 1.3950 loss: 2.5597 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.5597 2023/07/21 03:41:31 - mmengine - INFO - Epoch(train) [16][3500/9365] lr: 1.1452e-01 eta: 13:53:43 time: 0.6041 data_time: 0.1068 memory: 16132 grad_norm: 1.4218 loss: 2.4711 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.4711 2023/07/21 03:41:44 - mmengine - INFO - Epoch(train) [16][3520/9365] lr: 1.1447e-01 eta: 13:53:31 time: 0.6198 data_time: 0.1013 memory: 16132 grad_norm: 1.4234 loss: 2.6690 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.6690 2023/07/21 03:41:47 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 03:41:55 - mmengine - INFO - Epoch(train) [16][3540/9365] lr: 1.1442e-01 eta: 13:53:18 time: 0.5929 data_time: 0.0834 memory: 16132 grad_norm: 1.4793 loss: 2.6666 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 2.6666 2023/07/21 03:42:08 - mmengine - INFO - Epoch(train) [16][3560/9365] lr: 1.1437e-01 eta: 13:53:06 time: 0.6454 data_time: 0.1088 memory: 16132 grad_norm: 1.4675 loss: 2.6279 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.6279 2023/07/21 03:42:20 - mmengine - INFO - Epoch(train) [16][3580/9365] lr: 1.1432e-01 eta: 13:52:53 time: 0.5951 data_time: 0.0877 memory: 16132 grad_norm: 1.4600 loss: 2.5720 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.5720 2023/07/21 03:42:32 - mmengine - INFO - Epoch(train) [16][3600/9365] lr: 1.1427e-01 eta: 13:52:40 time: 0.6025 data_time: 0.0933 memory: 16132 grad_norm: 1.4477 loss: 2.6120 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6120 2023/07/21 03:42:45 - mmengine - INFO - Epoch(train) [16][3620/9365] lr: 1.1422e-01 eta: 13:52:28 time: 0.6331 data_time: 0.1077 memory: 16132 grad_norm: 1.4599 loss: 2.6155 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.6155 2023/07/21 03:42:57 - mmengine - INFO - Epoch(train) [16][3640/9365] lr: 1.1417e-01 eta: 13:52:16 time: 0.6111 data_time: 0.0914 memory: 16132 grad_norm: 1.4622 loss: 2.7048 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7048 2023/07/21 03:43:09 - mmengine - INFO - Epoch(train) [16][3660/9365] lr: 1.1412e-01 eta: 13:52:02 time: 0.5785 data_time: 0.0827 memory: 16132 grad_norm: 1.4022 loss: 2.4713 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.4713 2023/07/21 03:43:21 - mmengine - INFO - Epoch(train) [16][3680/9365] lr: 1.1407e-01 eta: 13:51:50 time: 0.6123 data_time: 0.0784 memory: 16132 grad_norm: 1.4243 loss: 2.6036 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6036 2023/07/21 03:43:33 - mmengine - INFO - Epoch(train) [16][3700/9365] lr: 1.1402e-01 eta: 13:51:37 time: 0.6113 data_time: 0.0823 memory: 16132 grad_norm: 1.4216 loss: 2.6563 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.6563 2023/07/21 03:43:46 - mmengine - INFO - Epoch(train) [16][3720/9365] lr: 1.1397e-01 eta: 13:51:25 time: 0.6177 data_time: 0.0763 memory: 16132 grad_norm: 1.4407 loss: 2.5365 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.5365 2023/07/21 03:43:58 - mmengine - INFO - Epoch(train) [16][3740/9365] lr: 1.1392e-01 eta: 13:51:12 time: 0.6145 data_time: 0.0948 memory: 16132 grad_norm: 1.4410 loss: 2.6468 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.6468 2023/07/21 03:44:10 - mmengine - INFO - Epoch(train) [16][3760/9365] lr: 1.1386e-01 eta: 13:51:00 time: 0.5994 data_time: 0.0711 memory: 16132 grad_norm: 1.4677 loss: 2.6418 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6418 2023/07/21 03:44:23 - mmengine - INFO - Epoch(train) [16][3780/9365] lr: 1.1381e-01 eta: 13:50:48 time: 0.6387 data_time: 0.1444 memory: 16132 grad_norm: 1.4381 loss: 2.6152 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.6152 2023/07/21 03:44:35 - mmengine - INFO - Epoch(train) [16][3800/9365] lr: 1.1376e-01 eta: 13:50:35 time: 0.6175 data_time: 0.1055 memory: 16132 grad_norm: 1.4549 loss: 2.6415 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.6415 2023/07/21 03:44:48 - mmengine - INFO - Epoch(train) [16][3820/9365] lr: 1.1371e-01 eta: 13:50:23 time: 0.6198 data_time: 0.0799 memory: 16132 grad_norm: 1.4829 loss: 2.6528 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.6528 2023/07/21 03:45:00 - mmengine - INFO - Epoch(train) [16][3840/9365] lr: 1.1366e-01 eta: 13:50:10 time: 0.5933 data_time: 0.0736 memory: 16132 grad_norm: 1.4266 loss: 2.6027 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.6027 2023/07/21 03:45:12 - mmengine - INFO - Epoch(train) [16][3860/9365] lr: 1.1361e-01 eta: 13:49:58 time: 0.6229 data_time: 0.1186 memory: 16132 grad_norm: 1.4430 loss: 2.5404 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.5404 2023/07/21 03:45:24 - mmengine - INFO - Epoch(train) [16][3880/9365] lr: 1.1356e-01 eta: 13:49:45 time: 0.6022 data_time: 0.0986 memory: 16132 grad_norm: 1.4371 loss: 2.6218 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6218 2023/07/21 03:45:37 - mmengine - INFO - Epoch(train) [16][3900/9365] lr: 1.1351e-01 eta: 13:49:33 time: 0.6513 data_time: 0.0834 memory: 16132 grad_norm: 1.4220 loss: 2.4558 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4558 2023/07/21 03:45:49 - mmengine - INFO - Epoch(train) [16][3920/9365] lr: 1.1346e-01 eta: 13:49:20 time: 0.5991 data_time: 0.0856 memory: 16132 grad_norm: 1.4440 loss: 2.6157 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.6157 2023/07/21 03:46:02 - mmengine - INFO - Epoch(train) [16][3940/9365] lr: 1.1341e-01 eta: 13:49:08 time: 0.6290 data_time: 0.0818 memory: 16132 grad_norm: 1.4489 loss: 2.6204 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.6204 2023/07/21 03:46:15 - mmengine - INFO - Epoch(train) [16][3960/9365] lr: 1.1336e-01 eta: 13:48:56 time: 0.6344 data_time: 0.0766 memory: 16132 grad_norm: 1.4571 loss: 2.7545 top1_acc: 0.4062 top5_acc: 0.8125 loss_cls: 2.7545 2023/07/21 03:46:27 - mmengine - INFO - Epoch(train) [16][3980/9365] lr: 1.1331e-01 eta: 13:48:43 time: 0.6037 data_time: 0.1004 memory: 16132 grad_norm: 1.4355 loss: 2.5919 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5919 2023/07/21 03:46:39 - mmengine - INFO - Epoch(train) [16][4000/9365] lr: 1.1326e-01 eta: 13:48:31 time: 0.6100 data_time: 0.0734 memory: 16132 grad_norm: 1.4675 loss: 2.4683 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4683 2023/07/21 03:46:51 - mmengine - INFO - Epoch(train) [16][4020/9365] lr: 1.1321e-01 eta: 13:48:18 time: 0.6091 data_time: 0.0961 memory: 16132 grad_norm: 1.4614 loss: 2.5161 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.5161 2023/07/21 03:47:03 - mmengine - INFO - Epoch(train) [16][4040/9365] lr: 1.1316e-01 eta: 13:48:05 time: 0.5918 data_time: 0.0755 memory: 16132 grad_norm: 1.4936 loss: 2.7454 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.7454 2023/07/21 03:47:15 - mmengine - INFO - Epoch(train) [16][4060/9365] lr: 1.1311e-01 eta: 13:47:52 time: 0.5929 data_time: 0.0738 memory: 16132 grad_norm: 1.4443 loss: 2.5572 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5572 2023/07/21 03:47:27 - mmengine - INFO - Epoch(train) [16][4080/9365] lr: 1.1306e-01 eta: 13:47:40 time: 0.6069 data_time: 0.0741 memory: 16132 grad_norm: 1.4419 loss: 2.4895 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.4895 2023/07/21 03:47:39 - mmengine - INFO - Epoch(train) [16][4100/9365] lr: 1.1301e-01 eta: 13:47:27 time: 0.6004 data_time: 0.0837 memory: 16132 grad_norm: 1.4465 loss: 2.6746 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.6746 2023/07/21 03:47:52 - mmengine - INFO - Epoch(train) [16][4120/9365] lr: 1.1296e-01 eta: 13:47:15 time: 0.6165 data_time: 0.0961 memory: 16132 grad_norm: 1.4424 loss: 2.6833 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6833 2023/07/21 03:48:03 - mmengine - INFO - Epoch(train) [16][4140/9365] lr: 1.1291e-01 eta: 13:47:02 time: 0.5939 data_time: 0.0717 memory: 16132 grad_norm: 1.4642 loss: 2.6832 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.6832 2023/07/21 03:48:16 - mmengine - INFO - Epoch(train) [16][4160/9365] lr: 1.1286e-01 eta: 13:46:49 time: 0.6078 data_time: 0.0842 memory: 16132 grad_norm: 1.4836 loss: 2.5320 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5320 2023/07/21 03:48:28 - mmengine - INFO - Epoch(train) [16][4180/9365] lr: 1.1281e-01 eta: 13:46:37 time: 0.6256 data_time: 0.0844 memory: 16132 grad_norm: 1.4478 loss: 2.6271 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.6271 2023/07/21 03:48:40 - mmengine - INFO - Epoch(train) [16][4200/9365] lr: 1.1276e-01 eta: 13:46:24 time: 0.5890 data_time: 0.0924 memory: 16132 grad_norm: 1.4790 loss: 2.5347 top1_acc: 0.5625 top5_acc: 0.6562 loss_cls: 2.5347 2023/07/21 03:48:52 - mmengine - INFO - Epoch(train) [16][4220/9365] lr: 1.1271e-01 eta: 13:46:11 time: 0.6147 data_time: 0.1176 memory: 16132 grad_norm: 1.4601 loss: 2.5742 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.5742 2023/07/21 03:49:05 - mmengine - INFO - Epoch(train) [16][4240/9365] lr: 1.1266e-01 eta: 13:46:00 time: 0.6465 data_time: 0.0863 memory: 16132 grad_norm: 1.4477 loss: 2.7164 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7164 2023/07/21 03:49:18 - mmengine - INFO - Epoch(train) [16][4260/9365] lr: 1.1261e-01 eta: 13:45:47 time: 0.6189 data_time: 0.0839 memory: 16132 grad_norm: 1.4817 loss: 2.7384 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.7384 2023/07/21 03:49:30 - mmengine - INFO - Epoch(train) [16][4280/9365] lr: 1.1256e-01 eta: 13:45:35 time: 0.6205 data_time: 0.0924 memory: 16132 grad_norm: 1.4400 loss: 2.5516 top1_acc: 0.1562 top5_acc: 0.6875 loss_cls: 2.5516 2023/07/21 03:49:43 - mmengine - INFO - Epoch(train) [16][4300/9365] lr: 1.1251e-01 eta: 13:45:23 time: 0.6259 data_time: 0.0854 memory: 16132 grad_norm: 1.4673 loss: 2.6275 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.6275 2023/07/21 03:49:55 - mmengine - INFO - Epoch(train) [16][4320/9365] lr: 1.1245e-01 eta: 13:45:10 time: 0.6050 data_time: 0.0857 memory: 16132 grad_norm: 1.4687 loss: 2.6874 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.6874 2023/07/21 03:50:07 - mmengine - INFO - Epoch(train) [16][4340/9365] lr: 1.1240e-01 eta: 13:44:58 time: 0.6353 data_time: 0.0817 memory: 16132 grad_norm: 1.4522 loss: 2.6065 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.6065 2023/07/21 03:50:20 - mmengine - INFO - Epoch(train) [16][4360/9365] lr: 1.1235e-01 eta: 13:44:46 time: 0.6450 data_time: 0.0998 memory: 16132 grad_norm: 1.4397 loss: 2.5283 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.5283 2023/07/21 03:50:32 - mmengine - INFO - Epoch(train) [16][4380/9365] lr: 1.1230e-01 eta: 13:44:33 time: 0.5871 data_time: 0.0852 memory: 16132 grad_norm: 1.4773 loss: 2.5884 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.5884 2023/07/21 03:50:44 - mmengine - INFO - Epoch(train) [16][4400/9365] lr: 1.1225e-01 eta: 13:44:20 time: 0.6084 data_time: 0.0877 memory: 16132 grad_norm: 1.4552 loss: 2.4046 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4046 2023/07/21 03:50:57 - mmengine - INFO - Epoch(train) [16][4420/9365] lr: 1.1220e-01 eta: 13:44:08 time: 0.6083 data_time: 0.0797 memory: 16132 grad_norm: 1.5005 loss: 2.5805 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.5805 2023/07/21 03:51:09 - mmengine - INFO - Epoch(train) [16][4440/9365] lr: 1.1215e-01 eta: 13:43:55 time: 0.6087 data_time: 0.0882 memory: 16132 grad_norm: 1.4415 loss: 2.5573 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.5573 2023/07/21 03:51:21 - mmengine - INFO - Epoch(train) [16][4460/9365] lr: 1.1210e-01 eta: 13:43:42 time: 0.5934 data_time: 0.0989 memory: 16132 grad_norm: 1.4625 loss: 2.6767 top1_acc: 0.6562 top5_acc: 0.7188 loss_cls: 2.6767 2023/07/21 03:51:33 - mmengine - INFO - Epoch(train) [16][4480/9365] lr: 1.1205e-01 eta: 13:43:29 time: 0.5961 data_time: 0.0779 memory: 16132 grad_norm: 1.4561 loss: 2.5578 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.5578 2023/07/21 03:51:45 - mmengine - INFO - Epoch(train) [16][4500/9365] lr: 1.1200e-01 eta: 13:43:17 time: 0.6382 data_time: 0.0778 memory: 16132 grad_norm: 1.4278 loss: 2.7204 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.7204 2023/07/21 03:51:57 - mmengine - INFO - Epoch(train) [16][4520/9365] lr: 1.1195e-01 eta: 13:43:04 time: 0.5893 data_time: 0.1043 memory: 16132 grad_norm: 1.4418 loss: 2.6950 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.6950 2023/07/21 03:52:00 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 03:52:10 - mmengine - INFO - Epoch(train) [16][4540/9365] lr: 1.1190e-01 eta: 13:42:52 time: 0.6157 data_time: 0.1193 memory: 16132 grad_norm: 1.4374 loss: 2.5354 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5354 2023/07/21 03:52:22 - mmengine - INFO - Epoch(train) [16][4560/9365] lr: 1.1185e-01 eta: 13:42:39 time: 0.5967 data_time: 0.0865 memory: 16132 grad_norm: 1.4551 loss: 2.5327 top1_acc: 0.5312 top5_acc: 0.6250 loss_cls: 2.5327 2023/07/21 03:52:34 - mmengine - INFO - Epoch(train) [16][4580/9365] lr: 1.1180e-01 eta: 13:42:27 time: 0.6306 data_time: 0.0780 memory: 16132 grad_norm: 1.4965 loss: 2.5637 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.5637 2023/07/21 03:52:46 - mmengine - INFO - Epoch(train) [16][4600/9365] lr: 1.1175e-01 eta: 13:42:14 time: 0.5836 data_time: 0.0887 memory: 16132 grad_norm: 1.4399 loss: 2.6447 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6447 2023/07/21 03:52:58 - mmengine - INFO - Epoch(train) [16][4620/9365] lr: 1.1170e-01 eta: 13:42:02 time: 0.6292 data_time: 0.1123 memory: 16132 grad_norm: 1.4761 loss: 2.5873 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.5873 2023/07/21 03:53:11 - mmengine - INFO - Epoch(train) [16][4640/9365] lr: 1.1165e-01 eta: 13:41:50 time: 0.6464 data_time: 0.0904 memory: 16132 grad_norm: 1.4209 loss: 2.6928 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6928 2023/07/21 03:53:24 - mmengine - INFO - Epoch(train) [16][4660/9365] lr: 1.1160e-01 eta: 13:41:38 time: 0.6236 data_time: 0.0893 memory: 16132 grad_norm: 1.4412 loss: 2.6616 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.6616 2023/07/21 03:53:36 - mmengine - INFO - Epoch(train) [16][4680/9365] lr: 1.1155e-01 eta: 13:41:25 time: 0.6029 data_time: 0.0812 memory: 16132 grad_norm: 1.4703 loss: 2.6209 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6209 2023/07/21 03:53:49 - mmengine - INFO - Epoch(train) [16][4700/9365] lr: 1.1150e-01 eta: 13:41:13 time: 0.6224 data_time: 0.0875 memory: 16132 grad_norm: 1.4646 loss: 2.4242 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4242 2023/07/21 03:54:01 - mmengine - INFO - Epoch(train) [16][4720/9365] lr: 1.1145e-01 eta: 13:41:00 time: 0.6051 data_time: 0.0819 memory: 16132 grad_norm: 1.4533 loss: 2.6320 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.6320 2023/07/21 03:54:13 - mmengine - INFO - Epoch(train) [16][4740/9365] lr: 1.1140e-01 eta: 13:40:47 time: 0.6148 data_time: 0.0901 memory: 16132 grad_norm: 1.4625 loss: 2.5371 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.5371 2023/07/21 03:54:25 - mmengine - INFO - Epoch(train) [16][4760/9365] lr: 1.1135e-01 eta: 13:40:35 time: 0.5982 data_time: 0.0812 memory: 16132 grad_norm: 1.4905 loss: 2.5930 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.5930 2023/07/21 03:54:37 - mmengine - INFO - Epoch(train) [16][4780/9365] lr: 1.1130e-01 eta: 13:40:22 time: 0.6168 data_time: 0.0776 memory: 16132 grad_norm: 1.4356 loss: 2.6448 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6448 2023/07/21 03:54:49 - mmengine - INFO - Epoch(train) [16][4800/9365] lr: 1.1125e-01 eta: 13:40:09 time: 0.5877 data_time: 0.0870 memory: 16132 grad_norm: 1.4661 loss: 2.4780 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4780 2023/07/21 03:55:01 - mmengine - INFO - Epoch(train) [16][4820/9365] lr: 1.1120e-01 eta: 13:39:57 time: 0.6126 data_time: 0.0749 memory: 16132 grad_norm: 1.4400 loss: 2.6361 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6361 2023/07/21 03:55:14 - mmengine - INFO - Epoch(train) [16][4840/9365] lr: 1.1115e-01 eta: 13:39:44 time: 0.6085 data_time: 0.0873 memory: 16132 grad_norm: 1.4509 loss: 2.5705 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.5705 2023/07/21 03:55:26 - mmengine - INFO - Epoch(train) [16][4860/9365] lr: 1.1110e-01 eta: 13:39:31 time: 0.6038 data_time: 0.0784 memory: 16132 grad_norm: 1.4647 loss: 2.6826 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.6826 2023/07/21 03:55:38 - mmengine - INFO - Epoch(train) [16][4880/9365] lr: 1.1105e-01 eta: 13:39:19 time: 0.5949 data_time: 0.1039 memory: 16132 grad_norm: 1.4577 loss: 2.5005 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.5005 2023/07/21 03:55:50 - mmengine - INFO - Epoch(train) [16][4900/9365] lr: 1.1100e-01 eta: 13:39:06 time: 0.6065 data_time: 0.0838 memory: 16132 grad_norm: 1.4557 loss: 2.5436 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.5436 2023/07/21 03:56:02 - mmengine - INFO - Epoch(train) [16][4920/9365] lr: 1.1095e-01 eta: 13:38:53 time: 0.5867 data_time: 0.0756 memory: 16132 grad_norm: 1.4874 loss: 2.5220 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.5220 2023/07/21 03:56:14 - mmengine - INFO - Epoch(train) [16][4940/9365] lr: 1.1090e-01 eta: 13:38:41 time: 0.6228 data_time: 0.0788 memory: 16132 grad_norm: 1.4548 loss: 2.5152 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5152 2023/07/21 03:56:27 - mmengine - INFO - Epoch(train) [16][4960/9365] lr: 1.1085e-01 eta: 13:38:28 time: 0.6244 data_time: 0.1084 memory: 16132 grad_norm: 1.4576 loss: 2.5237 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.5237 2023/07/21 03:56:38 - mmengine - INFO - Epoch(train) [16][4980/9365] lr: 1.1080e-01 eta: 13:38:15 time: 0.5669 data_time: 0.0845 memory: 16132 grad_norm: 1.5141 loss: 2.5656 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.5656 2023/07/21 03:56:50 - mmengine - INFO - Epoch(train) [16][5000/9365] lr: 1.1075e-01 eta: 13:38:03 time: 0.6257 data_time: 0.0792 memory: 16132 grad_norm: 1.4653 loss: 2.5798 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.5798 2023/07/21 03:57:03 - mmengine - INFO - Epoch(train) [16][5020/9365] lr: 1.1070e-01 eta: 13:37:50 time: 0.6077 data_time: 0.0811 memory: 16132 grad_norm: 1.4742 loss: 2.4668 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4668 2023/07/21 03:57:15 - mmengine - INFO - Epoch(train) [16][5040/9365] lr: 1.1065e-01 eta: 13:37:38 time: 0.6182 data_time: 0.0785 memory: 16132 grad_norm: 1.4598 loss: 2.6975 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.6975 2023/07/21 03:57:27 - mmengine - INFO - Epoch(train) [16][5060/9365] lr: 1.1060e-01 eta: 13:37:25 time: 0.6008 data_time: 0.0756 memory: 16132 grad_norm: 1.4437 loss: 2.4996 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4996 2023/07/21 03:57:40 - mmengine - INFO - Epoch(train) [16][5080/9365] lr: 1.1055e-01 eta: 13:37:13 time: 0.6534 data_time: 0.1263 memory: 16132 grad_norm: 1.4785 loss: 2.5454 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.5454 2023/07/21 03:57:52 - mmengine - INFO - Epoch(train) [16][5100/9365] lr: 1.1050e-01 eta: 13:37:00 time: 0.5889 data_time: 0.0770 memory: 16132 grad_norm: 1.4767 loss: 2.5658 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.5658 2023/07/21 03:58:04 - mmengine - INFO - Epoch(train) [16][5120/9365] lr: 1.1045e-01 eta: 13:36:47 time: 0.5974 data_time: 0.0796 memory: 16132 grad_norm: 1.4373 loss: 2.4577 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.4577 2023/07/21 03:58:16 - mmengine - INFO - Epoch(train) [16][5140/9365] lr: 1.1040e-01 eta: 13:36:35 time: 0.6153 data_time: 0.0759 memory: 16132 grad_norm: 1.4422 loss: 2.4783 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4783 2023/07/21 03:58:29 - mmengine - INFO - Epoch(train) [16][5160/9365] lr: 1.1035e-01 eta: 13:36:23 time: 0.6180 data_time: 0.0917 memory: 16132 grad_norm: 1.4412 loss: 2.4604 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4604 2023/07/21 03:58:41 - mmengine - INFO - Epoch(train) [16][5180/9365] lr: 1.1030e-01 eta: 13:36:10 time: 0.6244 data_time: 0.0865 memory: 16132 grad_norm: 1.4787 loss: 2.4640 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.4640 2023/07/21 03:58:53 - mmengine - INFO - Epoch(train) [16][5200/9365] lr: 1.1025e-01 eta: 13:35:57 time: 0.5750 data_time: 0.0800 memory: 16132 grad_norm: 1.4666 loss: 2.4969 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.4969 2023/07/21 03:59:05 - mmengine - INFO - Epoch(train) [16][5220/9365] lr: 1.1020e-01 eta: 13:35:45 time: 0.6157 data_time: 0.1061 memory: 16132 grad_norm: 1.4535 loss: 2.5490 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.5490 2023/07/21 03:59:17 - mmengine - INFO - Epoch(train) [16][5240/9365] lr: 1.1015e-01 eta: 13:35:32 time: 0.6106 data_time: 0.1073 memory: 16132 grad_norm: 1.4868 loss: 2.5378 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.5378 2023/07/21 03:59:29 - mmengine - INFO - Epoch(train) [16][5260/9365] lr: 1.1010e-01 eta: 13:35:19 time: 0.5686 data_time: 0.0758 memory: 16132 grad_norm: 1.4545 loss: 2.5948 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.5948 2023/07/21 03:59:41 - mmengine - INFO - Epoch(train) [16][5280/9365] lr: 1.1005e-01 eta: 13:35:06 time: 0.6177 data_time: 0.1183 memory: 16132 grad_norm: 1.4527 loss: 2.5932 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5932 2023/07/21 03:59:53 - mmengine - INFO - Epoch(train) [16][5300/9365] lr: 1.1000e-01 eta: 13:34:53 time: 0.5870 data_time: 0.0767 memory: 16132 grad_norm: 1.4521 loss: 2.5663 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.5663 2023/07/21 04:00:05 - mmengine - INFO - Epoch(train) [16][5320/9365] lr: 1.0995e-01 eta: 13:34:40 time: 0.5955 data_time: 0.0756 memory: 16132 grad_norm: 1.4491 loss: 2.4519 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4519 2023/07/21 04:00:17 - mmengine - INFO - Epoch(train) [16][5340/9365] lr: 1.0990e-01 eta: 13:34:28 time: 0.6115 data_time: 0.0902 memory: 16132 grad_norm: 1.4883 loss: 2.5064 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.5064 2023/07/21 04:00:29 - mmengine - INFO - Epoch(train) [16][5360/9365] lr: 1.0985e-01 eta: 13:34:15 time: 0.5790 data_time: 0.0830 memory: 16132 grad_norm: 1.4859 loss: 2.6196 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.6196 2023/07/21 04:00:41 - mmengine - INFO - Epoch(train) [16][5380/9365] lr: 1.0980e-01 eta: 13:34:02 time: 0.6087 data_time: 0.0757 memory: 16132 grad_norm: 1.4821 loss: 2.5984 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5984 2023/07/21 04:00:53 - mmengine - INFO - Epoch(train) [16][5400/9365] lr: 1.0975e-01 eta: 13:33:50 time: 0.6101 data_time: 0.0809 memory: 16132 grad_norm: 1.4799 loss: 2.6530 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.6530 2023/07/21 04:01:05 - mmengine - INFO - Epoch(train) [16][5420/9365] lr: 1.0970e-01 eta: 13:33:37 time: 0.6123 data_time: 0.0942 memory: 16132 grad_norm: 1.4777 loss: 2.6103 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.6103 2023/07/21 04:01:18 - mmengine - INFO - Epoch(train) [16][5440/9365] lr: 1.0965e-01 eta: 13:33:25 time: 0.6132 data_time: 0.0898 memory: 16132 grad_norm: 1.4721 loss: 2.6352 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.6352 2023/07/21 04:01:30 - mmengine - INFO - Epoch(train) [16][5460/9365] lr: 1.0960e-01 eta: 13:33:13 time: 0.6391 data_time: 0.0925 memory: 16132 grad_norm: 1.4865 loss: 2.6109 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.6109 2023/07/21 04:01:43 - mmengine - INFO - Epoch(train) [16][5480/9365] lr: 1.0955e-01 eta: 13:33:00 time: 0.6213 data_time: 0.0949 memory: 16132 grad_norm: 1.4642 loss: 2.4894 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.4894 2023/07/21 04:01:55 - mmengine - INFO - Epoch(train) [16][5500/9365] lr: 1.0950e-01 eta: 13:32:48 time: 0.6047 data_time: 0.0867 memory: 16132 grad_norm: 1.4754 loss: 2.6020 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.6020 2023/07/21 04:02:08 - mmengine - INFO - Epoch(train) [16][5520/9365] lr: 1.0945e-01 eta: 13:32:36 time: 0.6426 data_time: 0.0840 memory: 16132 grad_norm: 1.5031 loss: 2.5926 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.5926 2023/07/21 04:02:11 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 04:02:20 - mmengine - INFO - Epoch(train) [16][5540/9365] lr: 1.0940e-01 eta: 13:32:23 time: 0.6235 data_time: 0.0973 memory: 16132 grad_norm: 1.4636 loss: 2.5826 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.5826 2023/07/21 04:02:33 - mmengine - INFO - Epoch(train) [16][5560/9365] lr: 1.0935e-01 eta: 13:32:11 time: 0.6237 data_time: 0.0929 memory: 16132 grad_norm: 1.4611 loss: 2.6236 top1_acc: 0.4688 top5_acc: 0.5312 loss_cls: 2.6236 2023/07/21 04:02:45 - mmengine - INFO - Epoch(train) [16][5580/9365] lr: 1.0930e-01 eta: 13:31:58 time: 0.5978 data_time: 0.0991 memory: 16132 grad_norm: 1.4505 loss: 2.6587 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.6587 2023/07/21 04:02:57 - mmengine - INFO - Epoch(train) [16][5600/9365] lr: 1.0925e-01 eta: 13:31:46 time: 0.6148 data_time: 0.1035 memory: 16132 grad_norm: 1.4621 loss: 2.6646 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.6646 2023/07/21 04:03:10 - mmengine - INFO - Epoch(train) [16][5620/9365] lr: 1.0920e-01 eta: 13:31:34 time: 0.6348 data_time: 0.0880 memory: 16132 grad_norm: 1.4774 loss: 2.5551 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.5551 2023/07/21 04:03:22 - mmengine - INFO - Epoch(train) [16][5640/9365] lr: 1.0915e-01 eta: 13:31:21 time: 0.6204 data_time: 0.1011 memory: 16132 grad_norm: 1.4617 loss: 2.5467 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5467 2023/07/21 04:03:34 - mmengine - INFO - Epoch(train) [16][5660/9365] lr: 1.0910e-01 eta: 13:31:09 time: 0.6030 data_time: 0.0794 memory: 16132 grad_norm: 1.4570 loss: 2.6614 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6614 2023/07/21 04:03:47 - mmengine - INFO - Epoch(train) [16][5680/9365] lr: 1.0905e-01 eta: 13:30:57 time: 0.6308 data_time: 0.0856 memory: 16132 grad_norm: 1.4562 loss: 2.6589 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6589 2023/07/21 04:03:59 - mmengine - INFO - Epoch(train) [16][5700/9365] lr: 1.0900e-01 eta: 13:30:44 time: 0.6131 data_time: 0.0788 memory: 16132 grad_norm: 1.4621 loss: 2.4897 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.4897 2023/07/21 04:04:12 - mmengine - INFO - Epoch(train) [16][5720/9365] lr: 1.0895e-01 eta: 13:30:32 time: 0.6209 data_time: 0.0835 memory: 16132 grad_norm: 1.4647 loss: 2.6826 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.6826 2023/07/21 04:04:24 - mmengine - INFO - Epoch(train) [16][5740/9365] lr: 1.0890e-01 eta: 13:30:19 time: 0.6273 data_time: 0.0841 memory: 16132 grad_norm: 1.4704 loss: 2.7198 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.7198 2023/07/21 04:04:36 - mmengine - INFO - Epoch(train) [16][5760/9365] lr: 1.0885e-01 eta: 13:30:07 time: 0.5981 data_time: 0.0812 memory: 16132 grad_norm: 1.4818 loss: 2.5124 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.5124 2023/07/21 04:04:49 - mmengine - INFO - Epoch(train) [16][5780/9365] lr: 1.0880e-01 eta: 13:29:54 time: 0.6156 data_time: 0.0817 memory: 16132 grad_norm: 1.4675 loss: 2.6969 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 2.6969 2023/07/21 04:05:01 - mmengine - INFO - Epoch(train) [16][5800/9365] lr: 1.0875e-01 eta: 13:29:41 time: 0.5965 data_time: 0.0891 memory: 16132 grad_norm: 1.4558 loss: 2.5033 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.5033 2023/07/21 04:05:13 - mmengine - INFO - Epoch(train) [16][5820/9365] lr: 1.0870e-01 eta: 13:29:29 time: 0.6224 data_time: 0.0905 memory: 16132 grad_norm: 1.4541 loss: 2.5005 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5005 2023/07/21 04:05:25 - mmengine - INFO - Epoch(train) [16][5840/9365] lr: 1.0865e-01 eta: 13:29:16 time: 0.5939 data_time: 0.0909 memory: 16132 grad_norm: 1.4947 loss: 2.5744 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.5744 2023/07/21 04:05:38 - mmengine - INFO - Epoch(train) [16][5860/9365] lr: 1.0860e-01 eta: 13:29:04 time: 0.6186 data_time: 0.1041 memory: 16132 grad_norm: 1.4914 loss: 2.7592 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.7592 2023/07/21 04:05:50 - mmengine - INFO - Epoch(train) [16][5880/9365] lr: 1.0855e-01 eta: 13:28:51 time: 0.6025 data_time: 0.0881 memory: 16132 grad_norm: 1.4765 loss: 2.6790 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.6790 2023/07/21 04:06:02 - mmengine - INFO - Epoch(train) [16][5900/9365] lr: 1.0851e-01 eta: 13:28:39 time: 0.6285 data_time: 0.0945 memory: 16132 grad_norm: 1.4720 loss: 2.4887 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.4887 2023/07/21 04:06:14 - mmengine - INFO - Epoch(train) [16][5920/9365] lr: 1.0846e-01 eta: 13:28:26 time: 0.5909 data_time: 0.0758 memory: 16132 grad_norm: 1.4623 loss: 2.7058 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7058 2023/07/21 04:06:27 - mmengine - INFO - Epoch(train) [16][5940/9365] lr: 1.0841e-01 eta: 13:28:14 time: 0.6263 data_time: 0.0804 memory: 16132 grad_norm: 1.4562 loss: 2.5631 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5631 2023/07/21 04:06:39 - mmengine - INFO - Epoch(train) [16][5960/9365] lr: 1.0836e-01 eta: 13:28:02 time: 0.6329 data_time: 0.0821 memory: 16132 grad_norm: 1.4697 loss: 2.6912 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.6912 2023/07/21 04:06:52 - mmengine - INFO - Epoch(train) [16][5980/9365] lr: 1.0831e-01 eta: 13:27:49 time: 0.6166 data_time: 0.0844 memory: 16132 grad_norm: 1.4810 loss: 2.5476 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5476 2023/07/21 04:07:04 - mmengine - INFO - Epoch(train) [16][6000/9365] lr: 1.0826e-01 eta: 13:27:37 time: 0.6132 data_time: 0.0893 memory: 16132 grad_norm: 1.4743 loss: 2.5484 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.5484 2023/07/21 04:07:16 - mmengine - INFO - Epoch(train) [16][6020/9365] lr: 1.0821e-01 eta: 13:27:24 time: 0.5954 data_time: 0.1010 memory: 16132 grad_norm: 1.4804 loss: 2.5014 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.5014 2023/07/21 04:07:28 - mmengine - INFO - Epoch(train) [16][6040/9365] lr: 1.0816e-01 eta: 13:27:11 time: 0.6017 data_time: 0.0777 memory: 16132 grad_norm: 1.4738 loss: 2.5540 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.5540 2023/07/21 04:07:40 - mmengine - INFO - Epoch(train) [16][6060/9365] lr: 1.0811e-01 eta: 13:26:58 time: 0.5860 data_time: 0.0889 memory: 16132 grad_norm: 1.4776 loss: 2.7584 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7584 2023/07/21 04:07:52 - mmengine - INFO - Epoch(train) [16][6080/9365] lr: 1.0806e-01 eta: 13:26:46 time: 0.6220 data_time: 0.0786 memory: 16132 grad_norm: 1.4663 loss: 2.5577 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.5577 2023/07/21 04:08:05 - mmengine - INFO - Epoch(train) [16][6100/9365] lr: 1.0801e-01 eta: 13:26:34 time: 0.6232 data_time: 0.0884 memory: 16132 grad_norm: 1.4874 loss: 2.6269 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6269 2023/07/21 04:08:16 - mmengine - INFO - Epoch(train) [16][6120/9365] lr: 1.0796e-01 eta: 13:26:21 time: 0.5901 data_time: 0.0790 memory: 16132 grad_norm: 1.4728 loss: 2.5622 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5622 2023/07/21 04:08:29 - mmengine - INFO - Epoch(train) [16][6140/9365] lr: 1.0791e-01 eta: 13:26:08 time: 0.6242 data_time: 0.0788 memory: 16132 grad_norm: 1.5050 loss: 2.6005 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6005 2023/07/21 04:08:41 - mmengine - INFO - Epoch(train) [16][6160/9365] lr: 1.0786e-01 eta: 13:25:56 time: 0.6111 data_time: 0.0881 memory: 16132 grad_norm: 1.4998 loss: 2.7088 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.7088 2023/07/21 04:08:54 - mmengine - INFO - Epoch(train) [16][6180/9365] lr: 1.0781e-01 eta: 13:25:44 time: 0.6231 data_time: 0.0849 memory: 16132 grad_norm: 1.4738 loss: 2.4414 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4414 2023/07/21 04:09:06 - mmengine - INFO - Epoch(train) [16][6200/9365] lr: 1.0776e-01 eta: 13:25:31 time: 0.6039 data_time: 0.0849 memory: 16132 grad_norm: 1.4928 loss: 2.7865 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.7865 2023/07/21 04:09:18 - mmengine - INFO - Epoch(train) [16][6220/9365] lr: 1.0771e-01 eta: 13:25:19 time: 0.6283 data_time: 0.0872 memory: 16132 grad_norm: 1.4638 loss: 2.3934 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3934 2023/07/21 04:09:31 - mmengine - INFO - Epoch(train) [16][6240/9365] lr: 1.0766e-01 eta: 13:25:07 time: 0.6477 data_time: 0.1025 memory: 16132 grad_norm: 1.4865 loss: 2.6132 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.6132 2023/07/21 04:09:44 - mmengine - INFO - Epoch(train) [16][6260/9365] lr: 1.0761e-01 eta: 13:24:54 time: 0.6063 data_time: 0.1029 memory: 16132 grad_norm: 1.4576 loss: 2.5857 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.5857 2023/07/21 04:09:56 - mmengine - INFO - Epoch(train) [16][6280/9365] lr: 1.0756e-01 eta: 13:24:42 time: 0.6073 data_time: 0.0777 memory: 16132 grad_norm: 1.4666 loss: 2.5836 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5836 2023/07/21 04:10:08 - mmengine - INFO - Epoch(train) [16][6300/9365] lr: 1.0751e-01 eta: 13:24:29 time: 0.6154 data_time: 0.0847 memory: 16132 grad_norm: 1.4668 loss: 2.7326 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7326 2023/07/21 04:10:20 - mmengine - INFO - Epoch(train) [16][6320/9365] lr: 1.0746e-01 eta: 13:24:17 time: 0.6156 data_time: 0.0905 memory: 16132 grad_norm: 1.4356 loss: 2.6527 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6527 2023/07/21 04:10:32 - mmengine - INFO - Epoch(train) [16][6340/9365] lr: 1.0741e-01 eta: 13:24:04 time: 0.5977 data_time: 0.0853 memory: 16132 grad_norm: 1.4793 loss: 2.5644 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.5644 2023/07/21 04:10:45 - mmengine - INFO - Epoch(train) [16][6360/9365] lr: 1.0736e-01 eta: 13:23:52 time: 0.6199 data_time: 0.0732 memory: 16132 grad_norm: 1.4665 loss: 2.5234 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.5234 2023/07/21 04:10:57 - mmengine - INFO - Epoch(train) [16][6380/9365] lr: 1.0731e-01 eta: 13:23:39 time: 0.6036 data_time: 0.0830 memory: 16132 grad_norm: 1.4684 loss: 2.4947 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.4947 2023/07/21 04:11:09 - mmengine - INFO - Epoch(train) [16][6400/9365] lr: 1.0726e-01 eta: 13:23:26 time: 0.6005 data_time: 0.0764 memory: 16132 grad_norm: 1.4700 loss: 2.6392 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6392 2023/07/21 04:11:22 - mmengine - INFO - Epoch(train) [16][6420/9365] lr: 1.0721e-01 eta: 13:23:14 time: 0.6270 data_time: 0.1286 memory: 16132 grad_norm: 1.4878 loss: 2.6909 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6909 2023/07/21 04:11:34 - mmengine - INFO - Epoch(train) [16][6440/9365] lr: 1.0717e-01 eta: 13:23:01 time: 0.6091 data_time: 0.0837 memory: 16132 grad_norm: 1.4929 loss: 2.4991 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4991 2023/07/21 04:11:46 - mmengine - INFO - Epoch(train) [16][6460/9365] lr: 1.0712e-01 eta: 13:22:49 time: 0.5949 data_time: 0.0879 memory: 16132 grad_norm: 1.4740 loss: 2.6213 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6213 2023/07/21 04:11:58 - mmengine - INFO - Epoch(train) [16][6480/9365] lr: 1.0707e-01 eta: 13:22:36 time: 0.5950 data_time: 0.0761 memory: 16132 grad_norm: 1.4761 loss: 2.5774 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.5774 2023/07/21 04:12:10 - mmengine - INFO - Epoch(train) [16][6500/9365] lr: 1.0702e-01 eta: 13:22:23 time: 0.6167 data_time: 0.0897 memory: 16132 grad_norm: 1.4721 loss: 2.4656 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.4656 2023/07/21 04:12:22 - mmengine - INFO - Epoch(train) [16][6520/9365] lr: 1.0697e-01 eta: 13:22:11 time: 0.6155 data_time: 0.0769 memory: 16132 grad_norm: 1.4874 loss: 2.7601 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.7601 2023/07/21 04:12:26 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 04:12:35 - mmengine - INFO - Epoch(train) [16][6540/9365] lr: 1.0692e-01 eta: 13:21:58 time: 0.6148 data_time: 0.0870 memory: 16132 grad_norm: 1.4623 loss: 2.5623 top1_acc: 0.2812 top5_acc: 0.4375 loss_cls: 2.5623 2023/07/21 04:12:47 - mmengine - INFO - Epoch(train) [16][6560/9365] lr: 1.0687e-01 eta: 13:21:46 time: 0.6045 data_time: 0.0880 memory: 16132 grad_norm: 1.4890 loss: 2.5591 top1_acc: 0.5312 top5_acc: 0.9062 loss_cls: 2.5591 2023/07/21 04:12:59 - mmengine - INFO - Epoch(train) [16][6580/9365] lr: 1.0682e-01 eta: 13:21:33 time: 0.5973 data_time: 0.0836 memory: 16132 grad_norm: 1.4883 loss: 2.5847 top1_acc: 0.5938 top5_acc: 0.6875 loss_cls: 2.5847 2023/07/21 04:13:13 - mmengine - INFO - Epoch(train) [16][6600/9365] lr: 1.0677e-01 eta: 13:21:22 time: 0.6919 data_time: 0.1000 memory: 16132 grad_norm: 1.5175 loss: 2.6312 top1_acc: 0.4375 top5_acc: 0.5312 loss_cls: 2.6312 2023/07/21 04:13:28 - mmengine - INFO - Epoch(train) [16][6620/9365] lr: 1.0672e-01 eta: 13:21:13 time: 0.7862 data_time: 0.1700 memory: 16132 grad_norm: 1.4934 loss: 2.4087 top1_acc: 0.4062 top5_acc: 0.8438 loss_cls: 2.4087 2023/07/21 04:13:41 - mmengine - INFO - Epoch(train) [16][6640/9365] lr: 1.0667e-01 eta: 13:21:00 time: 0.6148 data_time: 0.1216 memory: 16132 grad_norm: 1.4940 loss: 2.5220 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.5220 2023/07/21 04:13:53 - mmengine - INFO - Epoch(train) [16][6660/9365] lr: 1.0662e-01 eta: 13:20:48 time: 0.6274 data_time: 0.0810 memory: 16132 grad_norm: 1.4955 loss: 2.5632 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.5632 2023/07/21 04:14:05 - mmengine - INFO - Epoch(train) [16][6680/9365] lr: 1.0657e-01 eta: 13:20:35 time: 0.5651 data_time: 0.0789 memory: 16132 grad_norm: 1.5061 loss: 2.5551 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.5551 2023/07/21 04:14:17 - mmengine - INFO - Epoch(train) [16][6700/9365] lr: 1.0652e-01 eta: 13:20:22 time: 0.6227 data_time: 0.0743 memory: 16132 grad_norm: 1.4635 loss: 2.6878 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.6878 2023/07/21 04:14:29 - mmengine - INFO - Epoch(train) [16][6720/9365] lr: 1.0647e-01 eta: 13:20:09 time: 0.5901 data_time: 0.0833 memory: 16132 grad_norm: 1.5057 loss: 2.5228 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.5228 2023/07/21 04:14:41 - mmengine - INFO - Epoch(train) [16][6740/9365] lr: 1.0642e-01 eta: 13:19:57 time: 0.5988 data_time: 0.0783 memory: 16132 grad_norm: 1.4751 loss: 2.6246 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.6246 2023/07/21 04:14:53 - mmengine - INFO - Epoch(train) [16][6760/9365] lr: 1.0637e-01 eta: 13:19:44 time: 0.6023 data_time: 0.0750 memory: 16132 grad_norm: 1.4410 loss: 2.5141 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5141 2023/07/21 04:15:05 - mmengine - INFO - Epoch(train) [16][6780/9365] lr: 1.0632e-01 eta: 13:19:31 time: 0.5966 data_time: 0.0847 memory: 16132 grad_norm: 1.4750 loss: 2.6012 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.6012 2023/07/21 04:15:18 - mmengine - INFO - Epoch(train) [16][6800/9365] lr: 1.0628e-01 eta: 13:19:19 time: 0.6367 data_time: 0.0857 memory: 16132 grad_norm: 1.4890 loss: 2.5574 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.5574 2023/07/21 04:15:30 - mmengine - INFO - Epoch(train) [16][6820/9365] lr: 1.0623e-01 eta: 13:19:07 time: 0.6108 data_time: 0.0868 memory: 16132 grad_norm: 1.4756 loss: 2.5711 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5711 2023/07/21 04:15:43 - mmengine - INFO - Epoch(train) [16][6840/9365] lr: 1.0618e-01 eta: 13:18:54 time: 0.6310 data_time: 0.0904 memory: 16132 grad_norm: 1.5043 loss: 2.5324 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.5324 2023/07/21 04:15:55 - mmengine - INFO - Epoch(train) [16][6860/9365] lr: 1.0613e-01 eta: 13:18:42 time: 0.5977 data_time: 0.0870 memory: 16132 grad_norm: 1.5064 loss: 2.4792 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.4792 2023/07/21 04:16:07 - mmengine - INFO - Epoch(train) [16][6880/9365] lr: 1.0608e-01 eta: 13:18:29 time: 0.6209 data_time: 0.1080 memory: 16132 grad_norm: 1.4968 loss: 2.6758 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.6758 2023/07/21 04:16:19 - mmengine - INFO - Epoch(train) [16][6900/9365] lr: 1.0603e-01 eta: 13:18:17 time: 0.6150 data_time: 0.0893 memory: 16132 grad_norm: 1.4631 loss: 2.6034 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.6034 2023/07/21 04:16:32 - mmengine - INFO - Epoch(train) [16][6920/9365] lr: 1.0598e-01 eta: 13:18:04 time: 0.6139 data_time: 0.0901 memory: 16132 grad_norm: 1.5207 loss: 2.4750 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 2.4750 2023/07/21 04:16:43 - mmengine - INFO - Epoch(train) [16][6940/9365] lr: 1.0593e-01 eta: 13:17:51 time: 0.5865 data_time: 0.0859 memory: 16132 grad_norm: 1.4912 loss: 2.7366 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.7366 2023/07/21 04:16:56 - mmengine - INFO - Epoch(train) [16][6960/9365] lr: 1.0588e-01 eta: 13:17:39 time: 0.6338 data_time: 0.0798 memory: 16132 grad_norm: 1.4850 loss: 2.5433 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.5433 2023/07/21 04:17:08 - mmengine - INFO - Epoch(train) [16][6980/9365] lr: 1.0583e-01 eta: 13:17:27 time: 0.5970 data_time: 0.0848 memory: 16132 grad_norm: 1.5101 loss: 2.6937 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.6937 2023/07/21 04:17:21 - mmengine - INFO - Epoch(train) [16][7000/9365] lr: 1.0578e-01 eta: 13:17:14 time: 0.6255 data_time: 0.0944 memory: 16132 grad_norm: 1.4928 loss: 2.5706 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5706 2023/07/21 04:17:33 - mmengine - INFO - Epoch(train) [16][7020/9365] lr: 1.0573e-01 eta: 13:17:02 time: 0.6277 data_time: 0.0870 memory: 16132 grad_norm: 1.4760 loss: 2.5517 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 2.5517 2023/07/21 04:17:45 - mmengine - INFO - Epoch(train) [16][7040/9365] lr: 1.0568e-01 eta: 13:16:49 time: 0.6012 data_time: 0.0877 memory: 16132 grad_norm: 1.4657 loss: 2.7593 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.7593 2023/07/21 04:17:58 - mmengine - INFO - Epoch(train) [16][7060/9365] lr: 1.0563e-01 eta: 13:16:37 time: 0.6103 data_time: 0.0794 memory: 16132 grad_norm: 1.4776 loss: 2.5177 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5177 2023/07/21 04:18:10 - mmengine - INFO - Epoch(train) [16][7080/9365] lr: 1.0558e-01 eta: 13:16:24 time: 0.6173 data_time: 0.0895 memory: 16132 grad_norm: 1.4933 loss: 2.6192 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6192 2023/07/21 04:18:23 - mmengine - INFO - Epoch(train) [16][7100/9365] lr: 1.0554e-01 eta: 13:16:12 time: 0.6304 data_time: 0.0861 memory: 16132 grad_norm: 1.4838 loss: 2.5691 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 2.5691 2023/07/21 04:18:35 - mmengine - INFO - Epoch(train) [16][7120/9365] lr: 1.0549e-01 eta: 13:15:59 time: 0.5993 data_time: 0.0827 memory: 16132 grad_norm: 1.4874 loss: 2.5968 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.5968 2023/07/21 04:18:47 - mmengine - INFO - Epoch(train) [16][7140/9365] lr: 1.0544e-01 eta: 13:15:47 time: 0.6125 data_time: 0.1109 memory: 16132 grad_norm: 1.4966 loss: 2.4022 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.4022 2023/07/21 04:18:59 - mmengine - INFO - Epoch(train) [16][7160/9365] lr: 1.0539e-01 eta: 13:15:34 time: 0.5991 data_time: 0.0930 memory: 16132 grad_norm: 1.5181 loss: 2.6529 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.6529 2023/07/21 04:19:11 - mmengine - INFO - Epoch(train) [16][7180/9365] lr: 1.0534e-01 eta: 13:15:22 time: 0.6075 data_time: 0.0889 memory: 16132 grad_norm: 1.5002 loss: 2.5626 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5626 2023/07/21 04:19:23 - mmengine - INFO - Epoch(train) [16][7200/9365] lr: 1.0529e-01 eta: 13:15:09 time: 0.6133 data_time: 0.0799 memory: 16132 grad_norm: 1.4955 loss: 2.5424 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.5424 2023/07/21 04:19:35 - mmengine - INFO - Epoch(train) [16][7220/9365] lr: 1.0524e-01 eta: 13:14:56 time: 0.6026 data_time: 0.0900 memory: 16132 grad_norm: 1.4744 loss: 2.6105 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.6105 2023/07/21 04:19:48 - mmengine - INFO - Epoch(train) [16][7240/9365] lr: 1.0519e-01 eta: 13:14:44 time: 0.6190 data_time: 0.0864 memory: 16132 grad_norm: 1.4667 loss: 2.4854 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4854 2023/07/21 04:20:00 - mmengine - INFO - Epoch(train) [16][7260/9365] lr: 1.0514e-01 eta: 13:14:32 time: 0.6307 data_time: 0.0813 memory: 16132 grad_norm: 1.5277 loss: 2.3924 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.3924 2023/07/21 04:20:12 - mmengine - INFO - Epoch(train) [16][7280/9365] lr: 1.0509e-01 eta: 13:14:19 time: 0.6000 data_time: 0.0767 memory: 16132 grad_norm: 1.4620 loss: 2.5241 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.5241 2023/07/21 04:20:26 - mmengine - INFO - Epoch(train) [16][7300/9365] lr: 1.0504e-01 eta: 13:14:08 time: 0.6825 data_time: 0.1007 memory: 16132 grad_norm: 1.4796 loss: 2.5285 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.5285 2023/07/21 04:20:42 - mmengine - INFO - Epoch(train) [16][7320/9365] lr: 1.0499e-01 eta: 13:13:59 time: 0.7973 data_time: 0.1734 memory: 16132 grad_norm: 1.4914 loss: 2.5392 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5392 2023/07/21 04:20:58 - mmengine - INFO - Epoch(train) [16][7340/9365] lr: 1.0494e-01 eta: 13:13:50 time: 0.8066 data_time: 0.1845 memory: 16132 grad_norm: 1.5206 loss: 2.5412 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5412 2023/07/21 04:21:14 - mmengine - INFO - Epoch(train) [16][7360/9365] lr: 1.0490e-01 eta: 13:13:41 time: 0.7860 data_time: 0.1853 memory: 16132 grad_norm: 1.4979 loss: 2.5175 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.5175 2023/07/21 04:21:30 - mmengine - INFO - Epoch(train) [16][7380/9365] lr: 1.0485e-01 eta: 13:13:32 time: 0.8047 data_time: 0.1723 memory: 16132 grad_norm: 1.5158 loss: 2.5162 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.5162 2023/07/21 04:21:47 - mmengine - INFO - Epoch(train) [16][7400/9365] lr: 1.0480e-01 eta: 13:13:23 time: 0.8202 data_time: 0.1876 memory: 16132 grad_norm: 1.5269 loss: 2.5246 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5246 2023/07/21 04:22:03 - mmengine - INFO - Epoch(train) [16][7420/9365] lr: 1.0475e-01 eta: 13:13:14 time: 0.8047 data_time: 0.1900 memory: 16132 grad_norm: 1.5284 loss: 2.5218 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.5218 2023/07/21 04:22:19 - mmengine - INFO - Epoch(train) [16][7440/9365] lr: 1.0470e-01 eta: 13:13:06 time: 0.8184 data_time: 0.1733 memory: 16132 grad_norm: 1.4829 loss: 2.4145 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.4145 2023/07/21 04:22:36 - mmengine - INFO - Epoch(train) [16][7460/9365] lr: 1.0465e-01 eta: 13:12:57 time: 0.8317 data_time: 0.1933 memory: 16132 grad_norm: 1.5344 loss: 2.6536 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.6536 2023/07/21 04:22:53 - mmengine - INFO - Epoch(train) [16][7480/9365] lr: 1.0460e-01 eta: 13:12:49 time: 0.8312 data_time: 0.1583 memory: 16132 grad_norm: 1.5112 loss: 2.5785 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.5785 2023/07/21 04:23:09 - mmengine - INFO - Epoch(train) [16][7500/9365] lr: 1.0455e-01 eta: 13:12:40 time: 0.8225 data_time: 0.1712 memory: 16132 grad_norm: 1.4855 loss: 2.6204 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6204 2023/07/21 04:23:26 - mmengine - INFO - Epoch(train) [16][7520/9365] lr: 1.0450e-01 eta: 13:12:32 time: 0.8419 data_time: 0.1909 memory: 16132 grad_norm: 1.5070 loss: 2.5922 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.5922 2023/07/21 04:23:30 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 04:23:42 - mmengine - INFO - Epoch(train) [16][7540/9365] lr: 1.0445e-01 eta: 13:12:23 time: 0.8037 data_time: 0.1992 memory: 16132 grad_norm: 1.5056 loss: 2.5724 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.5724 2023/07/21 04:23:58 - mmengine - INFO - Epoch(train) [16][7560/9365] lr: 1.0440e-01 eta: 13:12:14 time: 0.8056 data_time: 0.1866 memory: 16132 grad_norm: 1.4919 loss: 2.4303 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.4303 2023/07/21 04:24:14 - mmengine - INFO - Epoch(train) [16][7580/9365] lr: 1.0435e-01 eta: 13:12:05 time: 0.8118 data_time: 0.1750 memory: 16132 grad_norm: 1.4824 loss: 2.3718 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.3718 2023/07/21 04:24:31 - mmengine - INFO - Epoch(train) [16][7600/9365] lr: 1.0431e-01 eta: 13:11:56 time: 0.8019 data_time: 0.1817 memory: 16132 grad_norm: 1.4721 loss: 2.4674 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.4674 2023/07/21 04:24:44 - mmengine - INFO - Epoch(train) [16][7620/9365] lr: 1.0426e-01 eta: 13:11:45 time: 0.6938 data_time: 0.1254 memory: 16132 grad_norm: 1.4780 loss: 2.5523 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.5523 2023/07/21 04:24:56 - mmengine - INFO - Epoch(train) [16][7640/9365] lr: 1.0421e-01 eta: 13:11:32 time: 0.5917 data_time: 0.0889 memory: 16132 grad_norm: 1.5345 loss: 2.5249 top1_acc: 0.5312 top5_acc: 0.6250 loss_cls: 2.5249 2023/07/21 04:25:10 - mmengine - INFO - Epoch(train) [16][7660/9365] lr: 1.0416e-01 eta: 13:11:21 time: 0.6632 data_time: 0.0891 memory: 16132 grad_norm: 1.5070 loss: 2.4959 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.4959 2023/07/21 04:25:22 - mmengine - INFO - Epoch(train) [16][7680/9365] lr: 1.0411e-01 eta: 13:11:08 time: 0.6026 data_time: 0.0916 memory: 16132 grad_norm: 1.4703 loss: 2.8046 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.8046 2023/07/21 04:25:34 - mmengine - INFO - Epoch(train) [16][7700/9365] lr: 1.0406e-01 eta: 13:10:55 time: 0.5976 data_time: 0.0828 memory: 16132 grad_norm: 1.5291 loss: 2.5779 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5779 2023/07/21 04:25:46 - mmengine - INFO - Epoch(train) [16][7720/9365] lr: 1.0401e-01 eta: 13:10:43 time: 0.6143 data_time: 0.0839 memory: 16132 grad_norm: 1.5097 loss: 2.5615 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.5615 2023/07/21 04:25:58 - mmengine - INFO - Epoch(train) [16][7740/9365] lr: 1.0396e-01 eta: 13:10:30 time: 0.6217 data_time: 0.1103 memory: 16132 grad_norm: 1.4576 loss: 2.5198 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5198 2023/07/21 04:26:10 - mmengine - INFO - Epoch(train) [16][7760/9365] lr: 1.0391e-01 eta: 13:10:18 time: 0.5971 data_time: 0.0981 memory: 16132 grad_norm: 1.5081 loss: 2.4806 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.4806 2023/07/21 04:26:23 - mmengine - INFO - Epoch(train) [16][7780/9365] lr: 1.0386e-01 eta: 13:10:05 time: 0.6231 data_time: 0.0909 memory: 16132 grad_norm: 1.5392 loss: 2.6562 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.6562 2023/07/21 04:26:35 - mmengine - INFO - Epoch(train) [16][7800/9365] lr: 1.0381e-01 eta: 13:09:53 time: 0.6076 data_time: 0.1009 memory: 16132 grad_norm: 1.4946 loss: 2.4687 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4687 2023/07/21 04:26:47 - mmengine - INFO - Epoch(train) [16][7820/9365] lr: 1.0377e-01 eta: 13:09:40 time: 0.6142 data_time: 0.0896 memory: 16132 grad_norm: 1.4615 loss: 2.5872 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.5872 2023/07/21 04:26:59 - mmengine - INFO - Epoch(train) [16][7840/9365] lr: 1.0372e-01 eta: 13:09:27 time: 0.5963 data_time: 0.0949 memory: 16132 grad_norm: 1.5023 loss: 2.5742 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.5742 2023/07/21 04:27:12 - mmengine - INFO - Epoch(train) [16][7860/9365] lr: 1.0367e-01 eta: 13:09:15 time: 0.6329 data_time: 0.1349 memory: 16132 grad_norm: 1.4744 loss: 2.5022 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.5022 2023/07/21 04:27:24 - mmengine - INFO - Epoch(train) [16][7880/9365] lr: 1.0362e-01 eta: 13:09:02 time: 0.6017 data_time: 0.1050 memory: 16132 grad_norm: 1.5154 loss: 2.5064 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5064 2023/07/21 04:27:36 - mmengine - INFO - Epoch(train) [16][7900/9365] lr: 1.0357e-01 eta: 13:08:50 time: 0.5976 data_time: 0.1034 memory: 16132 grad_norm: 1.4997 loss: 2.5909 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.5909 2023/07/21 04:27:49 - mmengine - INFO - Epoch(train) [16][7920/9365] lr: 1.0352e-01 eta: 13:08:38 time: 0.6379 data_time: 0.0823 memory: 16132 grad_norm: 1.5090 loss: 2.5760 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.5760 2023/07/21 04:28:01 - mmengine - INFO - Epoch(train) [16][7940/9365] lr: 1.0347e-01 eta: 13:08:25 time: 0.6122 data_time: 0.1108 memory: 16132 grad_norm: 1.4645 loss: 2.5313 top1_acc: 0.2188 top5_acc: 0.5000 loss_cls: 2.5313 2023/07/21 04:28:13 - mmengine - INFO - Epoch(train) [16][7960/9365] lr: 1.0342e-01 eta: 13:08:12 time: 0.5850 data_time: 0.0840 memory: 16132 grad_norm: 1.4680 loss: 2.4862 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.4862 2023/07/21 04:28:25 - mmengine - INFO - Epoch(train) [16][7980/9365] lr: 1.0337e-01 eta: 13:08:00 time: 0.6194 data_time: 0.0772 memory: 16132 grad_norm: 1.5045 loss: 2.4351 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.4351 2023/07/21 04:28:37 - mmengine - INFO - Epoch(train) [16][8000/9365] lr: 1.0333e-01 eta: 13:07:47 time: 0.5937 data_time: 0.0701 memory: 16132 grad_norm: 1.4804 loss: 2.5821 top1_acc: 0.5000 top5_acc: 0.5938 loss_cls: 2.5821 2023/07/21 04:28:49 - mmengine - INFO - Epoch(train) [16][8020/9365] lr: 1.0328e-01 eta: 13:07:34 time: 0.5996 data_time: 0.0751 memory: 16132 grad_norm: 1.5142 loss: 2.4794 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4794 2023/07/21 04:29:01 - mmengine - INFO - Epoch(train) [16][8040/9365] lr: 1.0323e-01 eta: 13:07:21 time: 0.5836 data_time: 0.0860 memory: 16132 grad_norm: 1.4965 loss: 2.5979 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5979 2023/07/21 04:29:13 - mmengine - INFO - Epoch(train) [16][8060/9365] lr: 1.0318e-01 eta: 13:07:09 time: 0.6212 data_time: 0.0833 memory: 16132 grad_norm: 1.4794 loss: 2.5217 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5217 2023/07/21 04:29:25 - mmengine - INFO - Epoch(train) [16][8080/9365] lr: 1.0313e-01 eta: 13:06:56 time: 0.6050 data_time: 0.0844 memory: 16132 grad_norm: 1.5134 loss: 2.4372 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4372 2023/07/21 04:29:38 - mmengine - INFO - Epoch(train) [16][8100/9365] lr: 1.0308e-01 eta: 13:06:44 time: 0.6230 data_time: 0.1214 memory: 16132 grad_norm: 1.4945 loss: 2.5094 top1_acc: 0.5000 top5_acc: 0.5938 loss_cls: 2.5094 2023/07/21 04:29:51 - mmengine - INFO - Epoch(train) [16][8120/9365] lr: 1.0303e-01 eta: 13:06:32 time: 0.6525 data_time: 0.0854 memory: 16132 grad_norm: 1.5025 loss: 2.5579 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5579 2023/07/21 04:30:03 - mmengine - INFO - Epoch(train) [16][8140/9365] lr: 1.0298e-01 eta: 13:06:19 time: 0.5951 data_time: 0.0926 memory: 16132 grad_norm: 1.4805 loss: 2.4661 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4661 2023/07/21 04:30:15 - mmengine - INFO - Epoch(train) [16][8160/9365] lr: 1.0293e-01 eta: 13:06:06 time: 0.6117 data_time: 0.1045 memory: 16132 grad_norm: 1.4983 loss: 2.5208 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5208 2023/07/21 04:30:27 - mmengine - INFO - Epoch(train) [16][8180/9365] lr: 1.0288e-01 eta: 13:05:54 time: 0.6019 data_time: 0.0817 memory: 16132 grad_norm: 1.4842 loss: 2.5092 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5092 2023/07/21 04:30:40 - mmengine - INFO - Epoch(train) [16][8200/9365] lr: 1.0284e-01 eta: 13:05:41 time: 0.6088 data_time: 0.0941 memory: 16132 grad_norm: 1.5194 loss: 2.6322 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.6322 2023/07/21 04:30:52 - mmengine - INFO - Epoch(train) [16][8220/9365] lr: 1.0279e-01 eta: 13:05:29 time: 0.6346 data_time: 0.0731 memory: 16132 grad_norm: 1.4996 loss: 2.7051 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.7051 2023/07/21 04:31:04 - mmengine - INFO - Epoch(train) [16][8240/9365] lr: 1.0274e-01 eta: 13:05:16 time: 0.6025 data_time: 0.0905 memory: 16132 grad_norm: 1.4936 loss: 2.4908 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4908 2023/07/21 04:31:17 - mmengine - INFO - Epoch(train) [16][8260/9365] lr: 1.0269e-01 eta: 13:05:04 time: 0.6284 data_time: 0.0929 memory: 16132 grad_norm: 1.4665 loss: 2.5878 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.5878 2023/07/21 04:31:29 - mmengine - INFO - Epoch(train) [16][8280/9365] lr: 1.0264e-01 eta: 13:04:51 time: 0.5881 data_time: 0.1111 memory: 16132 grad_norm: 1.5173 loss: 2.4789 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.4789 2023/07/21 04:31:41 - mmengine - INFO - Epoch(train) [16][8300/9365] lr: 1.0259e-01 eta: 13:04:39 time: 0.6252 data_time: 0.0706 memory: 16132 grad_norm: 1.4978 loss: 2.4847 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4847 2023/07/21 04:31:54 - mmengine - INFO - Epoch(train) [16][8320/9365] lr: 1.0254e-01 eta: 13:04:27 time: 0.6220 data_time: 0.0920 memory: 16132 grad_norm: 1.4912 loss: 2.6335 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6335 2023/07/21 04:32:07 - mmengine - INFO - Epoch(train) [16][8340/9365] lr: 1.0249e-01 eta: 13:04:14 time: 0.6395 data_time: 0.0874 memory: 16132 grad_norm: 1.5241 loss: 2.4332 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4332 2023/07/21 04:32:19 - mmengine - INFO - Epoch(train) [16][8360/9365] lr: 1.0245e-01 eta: 13:04:02 time: 0.6232 data_time: 0.1004 memory: 16132 grad_norm: 1.5183 loss: 2.6448 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6448 2023/07/21 04:32:32 - mmengine - INFO - Epoch(train) [16][8380/9365] lr: 1.0240e-01 eta: 13:03:50 time: 0.6416 data_time: 0.0803 memory: 16132 grad_norm: 1.5296 loss: 2.6331 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.6331 2023/07/21 04:32:45 - mmengine - INFO - Epoch(train) [16][8400/9365] lr: 1.0235e-01 eta: 13:03:38 time: 0.6314 data_time: 0.0928 memory: 16132 grad_norm: 1.5271 loss: 2.5312 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.5312 2023/07/21 04:32:56 - mmengine - INFO - Epoch(train) [16][8420/9365] lr: 1.0230e-01 eta: 13:03:25 time: 0.5963 data_time: 0.0835 memory: 16132 grad_norm: 1.5245 loss: 2.4069 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.4069 2023/07/21 04:33:10 - mmengine - INFO - Epoch(train) [16][8440/9365] lr: 1.0225e-01 eta: 13:03:13 time: 0.6510 data_time: 0.0861 memory: 16132 grad_norm: 1.5001 loss: 2.5348 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5348 2023/07/21 04:33:21 - mmengine - INFO - Epoch(train) [16][8460/9365] lr: 1.0220e-01 eta: 13:03:00 time: 0.5739 data_time: 0.0854 memory: 16132 grad_norm: 1.5161 loss: 2.5888 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 2.5888 2023/07/21 04:33:33 - mmengine - INFO - Epoch(train) [16][8480/9365] lr: 1.0215e-01 eta: 13:02:48 time: 0.6148 data_time: 0.1238 memory: 16132 grad_norm: 1.5117 loss: 2.4955 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.4955 2023/07/21 04:33:46 - mmengine - INFO - Epoch(train) [16][8500/9365] lr: 1.0210e-01 eta: 13:02:35 time: 0.6058 data_time: 0.0845 memory: 16132 grad_norm: 1.5319 loss: 2.6951 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.6951 2023/07/21 04:33:58 - mmengine - INFO - Epoch(train) [16][8520/9365] lr: 1.0206e-01 eta: 13:02:23 time: 0.6370 data_time: 0.1197 memory: 16132 grad_norm: 1.5395 loss: 2.5240 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5240 2023/07/21 04:34:02 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 04:34:11 - mmengine - INFO - Epoch(train) [16][8540/9365] lr: 1.0201e-01 eta: 13:02:11 time: 0.6198 data_time: 0.0881 memory: 16132 grad_norm: 1.5259 loss: 2.5408 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.5408 2023/07/21 04:34:24 - mmengine - INFO - Epoch(train) [16][8560/9365] lr: 1.0196e-01 eta: 13:01:59 time: 0.6649 data_time: 0.0828 memory: 16132 grad_norm: 1.4906 loss: 2.5251 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.5251 2023/07/21 04:34:36 - mmengine - INFO - Epoch(train) [16][8580/9365] lr: 1.0191e-01 eta: 13:01:46 time: 0.6064 data_time: 0.0925 memory: 16132 grad_norm: 1.5040 loss: 2.6530 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6530 2023/07/21 04:34:49 - mmengine - INFO - Epoch(train) [16][8600/9365] lr: 1.0186e-01 eta: 13:01:34 time: 0.6159 data_time: 0.0865 memory: 16132 grad_norm: 1.5327 loss: 2.6813 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.6813 2023/07/21 04:35:01 - mmengine - INFO - Epoch(train) [16][8620/9365] lr: 1.0181e-01 eta: 13:01:21 time: 0.6189 data_time: 0.0969 memory: 16132 grad_norm: 1.5406 loss: 2.5845 top1_acc: 0.4062 top5_acc: 0.8125 loss_cls: 2.5845 2023/07/21 04:35:13 - mmengine - INFO - Epoch(train) [16][8640/9365] lr: 1.0176e-01 eta: 13:01:09 time: 0.5874 data_time: 0.0811 memory: 16132 grad_norm: 1.5164 loss: 2.5661 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.5661 2023/07/21 04:35:25 - mmengine - INFO - Epoch(train) [16][8660/9365] lr: 1.0171e-01 eta: 13:00:56 time: 0.5922 data_time: 0.0910 memory: 16132 grad_norm: 1.5155 loss: 2.5285 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5285 2023/07/21 04:35:37 - mmengine - INFO - Epoch(train) [16][8680/9365] lr: 1.0167e-01 eta: 13:00:43 time: 0.6176 data_time: 0.1063 memory: 16132 grad_norm: 1.5414 loss: 2.5528 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.5528 2023/07/21 04:35:50 - mmengine - INFO - Epoch(train) [16][8700/9365] lr: 1.0162e-01 eta: 13:00:31 time: 0.6390 data_time: 0.1362 memory: 16132 grad_norm: 1.4983 loss: 2.5158 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5158 2023/07/21 04:36:02 - mmengine - INFO - Epoch(train) [16][8720/9365] lr: 1.0157e-01 eta: 13:00:19 time: 0.6259 data_time: 0.0916 memory: 16132 grad_norm: 1.5223 loss: 2.5023 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5023 2023/07/21 04:36:15 - mmengine - INFO - Epoch(train) [16][8740/9365] lr: 1.0152e-01 eta: 13:00:07 time: 0.6264 data_time: 0.0947 memory: 16132 grad_norm: 1.5256 loss: 2.4945 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.4945 2023/07/21 04:36:27 - mmengine - INFO - Epoch(train) [16][8760/9365] lr: 1.0147e-01 eta: 12:59:54 time: 0.6095 data_time: 0.0839 memory: 16132 grad_norm: 1.5064 loss: 2.5791 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.5791 2023/07/21 04:36:39 - mmengine - INFO - Epoch(train) [16][8780/9365] lr: 1.0142e-01 eta: 12:59:41 time: 0.6068 data_time: 0.0806 memory: 16132 grad_norm: 1.5154 loss: 2.6913 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.6913 2023/07/21 04:36:51 - mmengine - INFO - Epoch(train) [16][8800/9365] lr: 1.0137e-01 eta: 12:59:29 time: 0.6015 data_time: 0.0792 memory: 16132 grad_norm: 1.5226 loss: 2.5907 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.5907 2023/07/21 04:37:03 - mmengine - INFO - Epoch(train) [16][8820/9365] lr: 1.0132e-01 eta: 12:59:16 time: 0.5870 data_time: 0.1002 memory: 16132 grad_norm: 1.4921 loss: 2.4345 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.4345 2023/07/21 04:37:16 - mmengine - INFO - Epoch(train) [16][8840/9365] lr: 1.0128e-01 eta: 12:59:03 time: 0.6194 data_time: 0.1286 memory: 16132 grad_norm: 1.5194 loss: 2.5446 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.5446 2023/07/21 04:37:28 - mmengine - INFO - Epoch(train) [16][8860/9365] lr: 1.0123e-01 eta: 12:58:51 time: 0.6290 data_time: 0.0909 memory: 16132 grad_norm: 1.5239 loss: 2.4986 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.4986 2023/07/21 04:37:40 - mmengine - INFO - Epoch(train) [16][8880/9365] lr: 1.0118e-01 eta: 12:58:38 time: 0.6078 data_time: 0.0789 memory: 16132 grad_norm: 1.4838 loss: 2.5912 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5912 2023/07/21 04:37:53 - mmengine - INFO - Epoch(train) [16][8900/9365] lr: 1.0113e-01 eta: 12:58:26 time: 0.6085 data_time: 0.1073 memory: 16132 grad_norm: 1.5216 loss: 2.4272 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4272 2023/07/21 04:38:05 - mmengine - INFO - Epoch(train) [16][8920/9365] lr: 1.0108e-01 eta: 12:58:13 time: 0.6175 data_time: 0.0957 memory: 16132 grad_norm: 1.4954 loss: 2.5361 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5361 2023/07/21 04:38:17 - mmengine - INFO - Epoch(train) [16][8940/9365] lr: 1.0103e-01 eta: 12:58:01 time: 0.5940 data_time: 0.0820 memory: 16132 grad_norm: 1.4938 loss: 2.6193 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6193 2023/07/21 04:38:29 - mmengine - INFO - Epoch(train) [16][8960/9365] lr: 1.0098e-01 eta: 12:57:48 time: 0.6175 data_time: 0.0877 memory: 16132 grad_norm: 1.4935 loss: 2.4158 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4158 2023/07/21 04:38:41 - mmengine - INFO - Epoch(train) [16][8980/9365] lr: 1.0094e-01 eta: 12:57:36 time: 0.6092 data_time: 0.0766 memory: 16132 grad_norm: 1.5103 loss: 2.4606 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.4606 2023/07/21 04:38:54 - mmengine - INFO - Epoch(train) [16][9000/9365] lr: 1.0089e-01 eta: 12:57:23 time: 0.6194 data_time: 0.0846 memory: 16132 grad_norm: 1.5213 loss: 2.6951 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.6951 2023/07/21 04:39:06 - mmengine - INFO - Epoch(train) [16][9020/9365] lr: 1.0084e-01 eta: 12:57:10 time: 0.5976 data_time: 0.0789 memory: 16132 grad_norm: 1.5399 loss: 2.5981 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.5981 2023/07/21 04:39:19 - mmengine - INFO - Epoch(train) [16][9040/9365] lr: 1.0079e-01 eta: 12:56:58 time: 0.6404 data_time: 0.1054 memory: 16132 grad_norm: 1.5103 loss: 2.7418 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7418 2023/07/21 04:39:30 - mmengine - INFO - Epoch(train) [16][9060/9365] lr: 1.0074e-01 eta: 12:56:45 time: 0.5871 data_time: 0.0875 memory: 16132 grad_norm: 1.5113 loss: 2.6184 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.6184 2023/07/21 04:39:42 - mmengine - INFO - Epoch(train) [16][9080/9365] lr: 1.0069e-01 eta: 12:56:33 time: 0.5993 data_time: 0.0987 memory: 16132 grad_norm: 1.5264 loss: 2.5910 top1_acc: 0.5000 top5_acc: 0.5938 loss_cls: 2.5910 2023/07/21 04:39:55 - mmengine - INFO - Epoch(train) [16][9100/9365] lr: 1.0064e-01 eta: 12:56:21 time: 0.6327 data_time: 0.0826 memory: 16132 grad_norm: 1.5147 loss: 2.6847 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6847 2023/07/21 04:40:07 - mmengine - INFO - Epoch(train) [16][9120/9365] lr: 1.0060e-01 eta: 12:56:08 time: 0.5954 data_time: 0.0895 memory: 16132 grad_norm: 1.5245 loss: 2.4828 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.4828 2023/07/21 04:40:19 - mmengine - INFO - Epoch(train) [16][9140/9365] lr: 1.0055e-01 eta: 12:55:55 time: 0.6036 data_time: 0.0864 memory: 16132 grad_norm: 1.4803 loss: 2.6321 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6321 2023/07/21 04:40:32 - mmengine - INFO - Epoch(train) [16][9160/9365] lr: 1.0050e-01 eta: 12:55:43 time: 0.6485 data_time: 0.0880 memory: 16132 grad_norm: 1.5221 loss: 2.4655 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.4655 2023/07/21 04:40:45 - mmengine - INFO - Epoch(train) [16][9180/9365] lr: 1.0045e-01 eta: 12:55:31 time: 0.6379 data_time: 0.0872 memory: 16132 grad_norm: 1.5134 loss: 2.5227 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5227 2023/07/21 04:40:57 - mmengine - INFO - Epoch(train) [16][9200/9365] lr: 1.0040e-01 eta: 12:55:18 time: 0.6035 data_time: 0.0902 memory: 16132 grad_norm: 1.5098 loss: 2.5944 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.5944 2023/07/21 04:41:09 - mmengine - INFO - Epoch(train) [16][9220/9365] lr: 1.0035e-01 eta: 12:55:06 time: 0.6070 data_time: 0.0943 memory: 16132 grad_norm: 1.5456 loss: 2.7038 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7038 2023/07/21 04:41:22 - mmengine - INFO - Epoch(train) [16][9240/9365] lr: 1.0031e-01 eta: 12:54:54 time: 0.6300 data_time: 0.0841 memory: 16132 grad_norm: 1.5352 loss: 2.6550 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6550 2023/07/21 04:41:34 - mmengine - INFO - Epoch(train) [16][9260/9365] lr: 1.0026e-01 eta: 12:54:41 time: 0.6194 data_time: 0.0882 memory: 16132 grad_norm: 1.5092 loss: 2.4614 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.4614 2023/07/21 04:41:47 - mmengine - INFO - Epoch(train) [16][9280/9365] lr: 1.0021e-01 eta: 12:54:29 time: 0.6166 data_time: 0.1126 memory: 16132 grad_norm: 1.5283 loss: 2.4955 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4955 2023/07/21 04:41:58 - mmengine - INFO - Epoch(train) [16][9300/9365] lr: 1.0016e-01 eta: 12:54:16 time: 0.5867 data_time: 0.0792 memory: 16132 grad_norm: 1.5094 loss: 2.5922 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5922 2023/07/21 04:42:11 - mmengine - INFO - Epoch(train) [16][9320/9365] lr: 1.0011e-01 eta: 12:54:03 time: 0.6246 data_time: 0.0804 memory: 16132 grad_norm: 1.5541 loss: 2.4822 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.4822 2023/07/21 04:42:23 - mmengine - INFO - Epoch(train) [16][9340/9365] lr: 1.0006e-01 eta: 12:53:51 time: 0.6258 data_time: 0.1053 memory: 16132 grad_norm: 1.4981 loss: 2.3742 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.3742 2023/07/21 04:42:35 - mmengine - INFO - Epoch(train) [16][9360/9365] lr: 1.0001e-01 eta: 12:53:38 time: 0.5734 data_time: 0.0888 memory: 16132 grad_norm: 1.5247 loss: 2.4351 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4351 2023/07/21 04:42:38 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 04:42:38 - mmengine - INFO - Epoch(train) [16][9365/9365] lr: 1.0000e-01 eta: 12:53:34 time: 0.5598 data_time: 0.0842 memory: 16132 grad_norm: 1.5390 loss: 2.4297 top1_acc: 0.4583 top5_acc: 0.6667 loss_cls: 2.4297 2023/07/21 04:42:38 - mmengine - INFO - Saving checkpoint at 16 epochs 2023/07/21 04:42:57 - mmengine - INFO - Epoch(val) [16][20/78] eta: 0:00:51 time: 0.8930 data_time: 0.6009 memory: 3721 2023/07/21 04:43:08 - mmengine - INFO - Epoch(val) [16][40/78] eta: 0:00:27 time: 0.5582 data_time: 0.2638 memory: 3721 2023/07/21 04:43:19 - mmengine - INFO - Epoch(val) [16][60/78] eta: 0:00:12 time: 0.5639 data_time: 0.2641 memory: 3721 2023/07/21 04:43:31 - mmengine - INFO - Epoch(val) [16][78/78] acc/top1: 0.2722 acc/top5: 0.5046 acc/mean1: 0.2718 data_time: 0.3146 time: 0.6000 2023/07/21 04:43:52 - mmengine - INFO - Epoch(train) [17][ 20/9365] lr: 9.9954e-02 eta: 12:53:30 time: 1.0664 data_time: 0.3741 memory: 16132 grad_norm: 1.5454 loss: 2.5881 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.5881 2023/07/21 04:44:04 - mmengine - INFO - Epoch(train) [17][ 40/9365] lr: 9.9906e-02 eta: 12:53:17 time: 0.6136 data_time: 0.0985 memory: 16132 grad_norm: 1.5135 loss: 2.6073 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.6073 2023/07/21 04:44:17 - mmengine - INFO - Epoch(train) [17][ 60/9365] lr: 9.9857e-02 eta: 12:53:05 time: 0.6362 data_time: 0.1437 memory: 16132 grad_norm: 1.5393 loss: 2.5632 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.5632 2023/07/21 04:44:30 - mmengine - INFO - Epoch(train) [17][ 80/9365] lr: 9.9809e-02 eta: 12:52:53 time: 0.6436 data_time: 0.0896 memory: 16132 grad_norm: 1.5048 loss: 2.4954 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.4954 2023/07/21 04:44:42 - mmengine - INFO - Epoch(train) [17][ 100/9365] lr: 9.9760e-02 eta: 12:52:41 time: 0.6275 data_time: 0.0945 memory: 16132 grad_norm: 1.4612 loss: 2.5187 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5187 2023/07/21 04:44:54 - mmengine - INFO - Epoch(train) [17][ 120/9365] lr: 9.9712e-02 eta: 12:52:28 time: 0.5853 data_time: 0.0842 memory: 16132 grad_norm: 1.5191 loss: 2.4989 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.4989 2023/07/21 04:45:07 - mmengine - INFO - Epoch(train) [17][ 140/9365] lr: 9.9664e-02 eta: 12:52:16 time: 0.6252 data_time: 0.0779 memory: 16132 grad_norm: 1.5160 loss: 2.6242 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.6242 2023/07/21 04:45:18 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 04:45:18 - mmengine - INFO - Epoch(train) [17][ 160/9365] lr: 9.9615e-02 eta: 12:52:03 time: 0.5857 data_time: 0.0876 memory: 16132 grad_norm: 1.5102 loss: 2.5155 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5155 2023/07/21 04:45:31 - mmengine - INFO - Epoch(train) [17][ 180/9365] lr: 9.9567e-02 eta: 12:51:50 time: 0.6042 data_time: 0.0824 memory: 16132 grad_norm: 1.5247 loss: 2.4689 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.4689 2023/07/21 04:45:43 - mmengine - INFO - Epoch(train) [17][ 200/9365] lr: 9.9519e-02 eta: 12:51:38 time: 0.6203 data_time: 0.0909 memory: 16132 grad_norm: 1.5545 loss: 2.5206 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5206 2023/07/21 04:45:55 - mmengine - INFO - Epoch(train) [17][ 220/9365] lr: 9.9470e-02 eta: 12:51:25 time: 0.6001 data_time: 0.0859 memory: 16132 grad_norm: 1.5269 loss: 2.4857 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4857 2023/07/21 04:46:08 - mmengine - INFO - Epoch(train) [17][ 240/9365] lr: 9.9422e-02 eta: 12:51:13 time: 0.6380 data_time: 0.0893 memory: 16132 grad_norm: 1.4888 loss: 2.6151 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.6151 2023/07/21 04:46:20 - mmengine - INFO - Epoch(train) [17][ 260/9365] lr: 9.9374e-02 eta: 12:51:01 time: 0.6227 data_time: 0.0853 memory: 16132 grad_norm: 1.5371 loss: 2.5855 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.5855 2023/07/21 04:46:33 - mmengine - INFO - Epoch(train) [17][ 280/9365] lr: 9.9325e-02 eta: 12:50:48 time: 0.6170 data_time: 0.0830 memory: 16132 grad_norm: 1.5584 loss: 2.5210 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.5210 2023/07/21 04:46:45 - mmengine - INFO - Epoch(train) [17][ 300/9365] lr: 9.9277e-02 eta: 12:50:36 time: 0.6012 data_time: 0.0883 memory: 16132 grad_norm: 1.5499 loss: 2.4345 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4345 2023/07/21 04:46:57 - mmengine - INFO - Epoch(train) [17][ 320/9365] lr: 9.9229e-02 eta: 12:50:23 time: 0.6218 data_time: 0.0747 memory: 16132 grad_norm: 1.5624 loss: 2.4513 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.4513 2023/07/21 04:47:10 - mmengine - INFO - Epoch(train) [17][ 340/9365] lr: 9.9180e-02 eta: 12:50:11 time: 0.6191 data_time: 0.1120 memory: 16132 grad_norm: 1.5273 loss: 2.5332 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5332 2023/07/21 04:47:22 - mmengine - INFO - Epoch(train) [17][ 360/9365] lr: 9.9132e-02 eta: 12:49:58 time: 0.6169 data_time: 0.1101 memory: 16132 grad_norm: 1.5106 loss: 2.3348 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3348 2023/07/21 04:47:34 - mmengine - INFO - Epoch(train) [17][ 380/9365] lr: 9.9084e-02 eta: 12:49:46 time: 0.5967 data_time: 0.0919 memory: 16132 grad_norm: 1.5422 loss: 2.5223 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.5223 2023/07/21 04:47:46 - mmengine - INFO - Epoch(train) [17][ 400/9365] lr: 9.9036e-02 eta: 12:49:33 time: 0.5946 data_time: 0.1139 memory: 16132 grad_norm: 1.5011 loss: 2.5575 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5575 2023/07/21 04:47:58 - mmengine - INFO - Epoch(train) [17][ 420/9365] lr: 9.8987e-02 eta: 12:49:20 time: 0.6219 data_time: 0.0846 memory: 16132 grad_norm: 1.5659 loss: 2.4674 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4674 2023/07/21 04:48:10 - mmengine - INFO - Epoch(train) [17][ 440/9365] lr: 9.8939e-02 eta: 12:49:08 time: 0.6059 data_time: 0.0852 memory: 16132 grad_norm: 1.5338 loss: 2.6974 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.6974 2023/07/21 04:48:22 - mmengine - INFO - Epoch(train) [17][ 460/9365] lr: 9.8891e-02 eta: 12:48:55 time: 0.5973 data_time: 0.0813 memory: 16132 grad_norm: 1.5157 loss: 2.5392 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5392 2023/07/21 04:48:35 - mmengine - INFO - Epoch(train) [17][ 480/9365] lr: 9.8843e-02 eta: 12:48:43 time: 0.6220 data_time: 0.0848 memory: 16132 grad_norm: 1.5323 loss: 2.4409 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.4409 2023/07/21 04:48:47 - mmengine - INFO - Epoch(train) [17][ 500/9365] lr: 9.8794e-02 eta: 12:48:30 time: 0.6252 data_time: 0.0847 memory: 16132 grad_norm: 1.5516 loss: 2.5580 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.5580 2023/07/21 04:49:00 - mmengine - INFO - Epoch(train) [17][ 520/9365] lr: 9.8746e-02 eta: 12:48:18 time: 0.6320 data_time: 0.0871 memory: 16132 grad_norm: 1.5403 loss: 2.5476 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.5476 2023/07/21 04:49:12 - mmengine - INFO - Epoch(train) [17][ 540/9365] lr: 9.8698e-02 eta: 12:48:05 time: 0.5988 data_time: 0.0877 memory: 16132 grad_norm: 1.5531 loss: 2.5499 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.5499 2023/07/21 04:49:24 - mmengine - INFO - Epoch(train) [17][ 560/9365] lr: 9.8650e-02 eta: 12:47:53 time: 0.6020 data_time: 0.0881 memory: 16132 grad_norm: 1.5146 loss: 2.5030 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.5030 2023/07/21 04:49:36 - mmengine - INFO - Epoch(train) [17][ 580/9365] lr: 9.8602e-02 eta: 12:47:40 time: 0.5977 data_time: 0.0810 memory: 16132 grad_norm: 1.5320 loss: 2.4720 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.4720 2023/07/21 04:49:49 - mmengine - INFO - Epoch(train) [17][ 600/9365] lr: 9.8553e-02 eta: 12:47:28 time: 0.6281 data_time: 0.1057 memory: 16132 grad_norm: 1.5109 loss: 2.4156 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4156 2023/07/21 04:50:01 - mmengine - INFO - Epoch(train) [17][ 620/9365] lr: 9.8505e-02 eta: 12:47:15 time: 0.6045 data_time: 0.1140 memory: 16132 grad_norm: 1.5335 loss: 2.6226 top1_acc: 0.2188 top5_acc: 0.5312 loss_cls: 2.6226 2023/07/21 04:50:13 - mmengine - INFO - Epoch(train) [17][ 640/9365] lr: 9.8457e-02 eta: 12:47:02 time: 0.5991 data_time: 0.0928 memory: 16132 grad_norm: 1.5478 loss: 2.3295 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.3295 2023/07/21 04:50:25 - mmengine - INFO - Epoch(train) [17][ 660/9365] lr: 9.8409e-02 eta: 12:46:50 time: 0.6116 data_time: 0.0746 memory: 16132 grad_norm: 1.5483 loss: 2.5543 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.5543 2023/07/21 04:50:37 - mmengine - INFO - Epoch(train) [17][ 680/9365] lr: 9.8361e-02 eta: 12:46:37 time: 0.5994 data_time: 0.1019 memory: 16132 grad_norm: 1.5766 loss: 2.6215 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.6215 2023/07/21 04:50:49 - mmengine - INFO - Epoch(train) [17][ 700/9365] lr: 9.8313e-02 eta: 12:46:24 time: 0.6044 data_time: 0.0828 memory: 16132 grad_norm: 1.5362 loss: 2.3009 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3009 2023/07/21 04:51:02 - mmengine - INFO - Epoch(train) [17][ 720/9365] lr: 9.8264e-02 eta: 12:46:12 time: 0.6343 data_time: 0.0855 memory: 16132 grad_norm: 1.5235 loss: 2.4787 top1_acc: 0.7188 top5_acc: 0.7812 loss_cls: 2.4787 2023/07/21 04:51:14 - mmengine - INFO - Epoch(train) [17][ 740/9365] lr: 9.8216e-02 eta: 12:45:59 time: 0.5977 data_time: 0.0856 memory: 16132 grad_norm: 1.5338 loss: 2.4485 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4485 2023/07/21 04:51:27 - mmengine - INFO - Epoch(train) [17][ 760/9365] lr: 9.8168e-02 eta: 12:45:47 time: 0.6276 data_time: 0.0809 memory: 16132 grad_norm: 1.5883 loss: 2.5601 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5601 2023/07/21 04:51:39 - mmengine - INFO - Epoch(train) [17][ 780/9365] lr: 9.8120e-02 eta: 12:45:35 time: 0.6150 data_time: 0.0888 memory: 16132 grad_norm: 1.5040 loss: 2.4924 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4924 2023/07/21 04:51:51 - mmengine - INFO - Epoch(train) [17][ 800/9365] lr: 9.8072e-02 eta: 12:45:22 time: 0.5906 data_time: 0.0903 memory: 16132 grad_norm: 1.5431 loss: 2.4517 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.4517 2023/07/21 04:52:03 - mmengine - INFO - Epoch(train) [17][ 820/9365] lr: 9.8024e-02 eta: 12:45:09 time: 0.5908 data_time: 0.0900 memory: 16132 grad_norm: 1.5372 loss: 2.5202 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.5202 2023/07/21 04:52:14 - mmengine - INFO - Epoch(train) [17][ 840/9365] lr: 9.7976e-02 eta: 12:44:56 time: 0.5931 data_time: 0.0796 memory: 16132 grad_norm: 1.5596 loss: 2.6148 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6148 2023/07/21 04:52:27 - mmengine - INFO - Epoch(train) [17][ 860/9365] lr: 9.7928e-02 eta: 12:44:44 time: 0.6319 data_time: 0.0818 memory: 16132 grad_norm: 1.5443 loss: 2.5634 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5634 2023/07/21 04:52:40 - mmengine - INFO - Epoch(train) [17][ 880/9365] lr: 9.7880e-02 eta: 12:44:32 time: 0.6426 data_time: 0.1137 memory: 16132 grad_norm: 1.5440 loss: 2.6058 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.6058 2023/07/21 04:52:52 - mmengine - INFO - Epoch(train) [17][ 900/9365] lr: 9.7831e-02 eta: 12:44:19 time: 0.6090 data_time: 0.0838 memory: 16132 grad_norm: 1.5421 loss: 2.5830 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.5830 2023/07/21 04:53:05 - mmengine - INFO - Epoch(train) [17][ 920/9365] lr: 9.7783e-02 eta: 12:44:07 time: 0.6285 data_time: 0.0792 memory: 16132 grad_norm: 1.5268 loss: 2.4637 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 2.4637 2023/07/21 04:53:17 - mmengine - INFO - Epoch(train) [17][ 940/9365] lr: 9.7735e-02 eta: 12:43:54 time: 0.6083 data_time: 0.0897 memory: 16132 grad_norm: 1.5312 loss: 2.6025 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6025 2023/07/21 04:53:30 - mmengine - INFO - Epoch(train) [17][ 960/9365] lr: 9.7687e-02 eta: 12:43:42 time: 0.6298 data_time: 0.1067 memory: 16132 grad_norm: 1.5041 loss: 2.5690 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.5690 2023/07/21 04:53:42 - mmengine - INFO - Epoch(train) [17][ 980/9365] lr: 9.7639e-02 eta: 12:43:30 time: 0.6309 data_time: 0.0945 memory: 16132 grad_norm: 1.5273 loss: 2.5351 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.5351 2023/07/21 04:53:55 - mmengine - INFO - Epoch(train) [17][1000/9365] lr: 9.7591e-02 eta: 12:43:18 time: 0.6250 data_time: 0.0832 memory: 16132 grad_norm: 1.5406 loss: 2.4147 top1_acc: 0.5625 top5_acc: 0.6562 loss_cls: 2.4147 2023/07/21 04:54:07 - mmengine - INFO - Epoch(train) [17][1020/9365] lr: 9.7543e-02 eta: 12:43:05 time: 0.6081 data_time: 0.0819 memory: 16132 grad_norm: 1.5629 loss: 2.5367 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5367 2023/07/21 04:54:19 - mmengine - INFO - Epoch(train) [17][1040/9365] lr: 9.7495e-02 eta: 12:42:53 time: 0.6103 data_time: 0.1136 memory: 16132 grad_norm: 1.5358 loss: 2.4763 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.4763 2023/07/21 04:54:31 - mmengine - INFO - Epoch(train) [17][1060/9365] lr: 9.7447e-02 eta: 12:42:40 time: 0.5987 data_time: 0.0957 memory: 16132 grad_norm: 1.5698 loss: 2.5622 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.5622 2023/07/21 04:54:44 - mmengine - INFO - Epoch(train) [17][1080/9365] lr: 9.7399e-02 eta: 12:42:27 time: 0.6193 data_time: 0.1006 memory: 16132 grad_norm: 1.5111 loss: 2.5370 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5370 2023/07/21 04:54:56 - mmengine - INFO - Epoch(train) [17][1100/9365] lr: 9.7351e-02 eta: 12:42:15 time: 0.5943 data_time: 0.0808 memory: 16132 grad_norm: 1.5615 loss: 2.4394 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.4394 2023/07/21 04:55:09 - mmengine - INFO - Epoch(train) [17][1120/9365] lr: 9.7303e-02 eta: 12:42:03 time: 0.6791 data_time: 0.0844 memory: 16132 grad_norm: 1.5110 loss: 2.5971 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.5971 2023/07/21 04:55:21 - mmengine - INFO - Epoch(train) [17][1140/9365] lr: 9.7255e-02 eta: 12:41:50 time: 0.5930 data_time: 0.0940 memory: 16132 grad_norm: 1.5452 loss: 2.5681 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.5681 2023/07/21 04:55:33 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 04:55:33 - mmengine - INFO - Epoch(train) [17][1160/9365] lr: 9.7207e-02 eta: 12:41:37 time: 0.5843 data_time: 0.0925 memory: 16132 grad_norm: 1.5349 loss: 2.5753 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.5753 2023/07/21 04:55:45 - mmengine - INFO - Epoch(train) [17][1180/9365] lr: 9.7159e-02 eta: 12:41:25 time: 0.5970 data_time: 0.1175 memory: 16132 grad_norm: 1.5362 loss: 2.5294 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5294 2023/07/21 04:55:57 - mmengine - INFO - Epoch(train) [17][1200/9365] lr: 9.7111e-02 eta: 12:41:12 time: 0.6259 data_time: 0.0821 memory: 16132 grad_norm: 1.5536 loss: 2.5115 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.5115 2023/07/21 04:56:09 - mmengine - INFO - Epoch(train) [17][1220/9365] lr: 9.7063e-02 eta: 12:41:00 time: 0.6024 data_time: 0.0942 memory: 16132 grad_norm: 1.5406 loss: 2.5822 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5822 2023/07/21 04:56:21 - mmengine - INFO - Epoch(train) [17][1240/9365] lr: 9.7016e-02 eta: 12:40:47 time: 0.5952 data_time: 0.0755 memory: 16132 grad_norm: 1.5126 loss: 2.5364 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5364 2023/07/21 04:56:34 - mmengine - INFO - Epoch(train) [17][1260/9365] lr: 9.6968e-02 eta: 12:40:34 time: 0.6177 data_time: 0.1017 memory: 16132 grad_norm: 1.5104 loss: 2.4838 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.4838 2023/07/21 04:56:46 - mmengine - INFO - Epoch(train) [17][1280/9365] lr: 9.6920e-02 eta: 12:40:22 time: 0.6172 data_time: 0.0857 memory: 16132 grad_norm: 1.5334 loss: 2.4957 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.4957 2023/07/21 04:56:59 - mmengine - INFO - Epoch(train) [17][1300/9365] lr: 9.6872e-02 eta: 12:40:10 time: 0.6280 data_time: 0.0814 memory: 16132 grad_norm: 1.5310 loss: 2.6047 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.6047 2023/07/21 04:57:11 - mmengine - INFO - Epoch(train) [17][1320/9365] lr: 9.6824e-02 eta: 12:39:57 time: 0.5889 data_time: 0.0818 memory: 16132 grad_norm: 1.5774 loss: 2.5433 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.5433 2023/07/21 04:57:22 - mmengine - INFO - Epoch(train) [17][1340/9365] lr: 9.6776e-02 eta: 12:39:44 time: 0.5897 data_time: 0.0829 memory: 16132 grad_norm: 1.5662 loss: 2.5476 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.5476 2023/07/21 04:57:35 - mmengine - INFO - Epoch(train) [17][1360/9365] lr: 9.6728e-02 eta: 12:39:32 time: 0.6196 data_time: 0.0938 memory: 16132 grad_norm: 1.5573 loss: 2.4869 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.4869 2023/07/21 04:57:47 - mmengine - INFO - Epoch(train) [17][1380/9365] lr: 9.6680e-02 eta: 12:39:19 time: 0.5963 data_time: 0.0876 memory: 16132 grad_norm: 1.5597 loss: 2.5216 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5216 2023/07/21 04:57:59 - mmengine - INFO - Epoch(train) [17][1400/9365] lr: 9.6632e-02 eta: 12:39:06 time: 0.6105 data_time: 0.0737 memory: 16132 grad_norm: 1.5306 loss: 2.5494 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.5494 2023/07/21 04:58:11 - mmengine - INFO - Epoch(train) [17][1420/9365] lr: 9.6585e-02 eta: 12:38:53 time: 0.5920 data_time: 0.0772 memory: 16132 grad_norm: 1.5400 loss: 2.4588 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.4588 2023/07/21 04:58:23 - mmengine - INFO - Epoch(train) [17][1440/9365] lr: 9.6537e-02 eta: 12:38:41 time: 0.6064 data_time: 0.1280 memory: 16132 grad_norm: 1.5101 loss: 2.5821 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.5821 2023/07/21 04:58:36 - mmengine - INFO - Epoch(train) [17][1460/9365] lr: 9.6489e-02 eta: 12:38:29 time: 0.6330 data_time: 0.1022 memory: 16132 grad_norm: 1.5419 loss: 2.5098 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5098 2023/07/21 04:58:48 - mmengine - INFO - Epoch(train) [17][1480/9365] lr: 9.6441e-02 eta: 12:38:16 time: 0.6000 data_time: 0.0915 memory: 16132 grad_norm: 1.5462 loss: 2.6162 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.6162 2023/07/21 04:59:00 - mmengine - INFO - Epoch(train) [17][1500/9365] lr: 9.6393e-02 eta: 12:38:04 time: 0.6224 data_time: 0.1110 memory: 16132 grad_norm: 1.5500 loss: 2.6033 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.6033 2023/07/21 04:59:12 - mmengine - INFO - Epoch(train) [17][1520/9365] lr: 9.6345e-02 eta: 12:37:51 time: 0.6076 data_time: 0.0894 memory: 16132 grad_norm: 1.5587 loss: 2.6553 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.6553 2023/07/21 04:59:25 - mmengine - INFO - Epoch(train) [17][1540/9365] lr: 9.6298e-02 eta: 12:37:39 time: 0.6245 data_time: 0.0860 memory: 16132 grad_norm: 1.5780 loss: 2.6091 top1_acc: 0.2188 top5_acc: 0.6875 loss_cls: 2.6091 2023/07/21 04:59:37 - mmengine - INFO - Epoch(train) [17][1560/9365] lr: 9.6250e-02 eta: 12:37:26 time: 0.5982 data_time: 0.0963 memory: 16132 grad_norm: 1.5493 loss: 2.6188 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6188 2023/07/21 04:59:49 - mmengine - INFO - Epoch(train) [17][1580/9365] lr: 9.6202e-02 eta: 12:37:13 time: 0.6080 data_time: 0.0870 memory: 16132 grad_norm: 1.5372 loss: 2.4369 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.4369 2023/07/21 05:00:01 - mmengine - INFO - Epoch(train) [17][1600/9365] lr: 9.6154e-02 eta: 12:37:01 time: 0.6080 data_time: 0.0803 memory: 16132 grad_norm: 1.5305 loss: 2.4170 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.4170 2023/07/21 05:00:14 - mmengine - INFO - Epoch(train) [17][1620/9365] lr: 9.6106e-02 eta: 12:36:49 time: 0.6441 data_time: 0.0872 memory: 16132 grad_norm: 1.5988 loss: 2.5172 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5172 2023/07/21 05:00:27 - mmengine - INFO - Epoch(train) [17][1640/9365] lr: 9.6059e-02 eta: 12:36:36 time: 0.6189 data_time: 0.0837 memory: 16132 grad_norm: 1.5505 loss: 2.5949 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.5949 2023/07/21 05:00:38 - mmengine - INFO - Epoch(train) [17][1660/9365] lr: 9.6011e-02 eta: 12:36:24 time: 0.5941 data_time: 0.0998 memory: 16132 grad_norm: 1.5656 loss: 2.5957 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.5957 2023/07/21 05:00:51 - mmengine - INFO - Epoch(train) [17][1680/9365] lr: 9.5963e-02 eta: 12:36:11 time: 0.6048 data_time: 0.0804 memory: 16132 grad_norm: 1.5422 loss: 2.4092 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4092 2023/07/21 05:01:03 - mmengine - INFO - Epoch(train) [17][1700/9365] lr: 9.5915e-02 eta: 12:35:59 time: 0.6209 data_time: 0.0919 memory: 16132 grad_norm: 1.5874 loss: 2.5835 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.5835 2023/07/21 05:01:15 - mmengine - INFO - Epoch(train) [17][1720/9365] lr: 9.5868e-02 eta: 12:35:46 time: 0.5966 data_time: 0.0758 memory: 16132 grad_norm: 1.5747 loss: 2.6151 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.6151 2023/07/21 05:01:27 - mmengine - INFO - Epoch(train) [17][1740/9365] lr: 9.5820e-02 eta: 12:35:33 time: 0.5964 data_time: 0.0795 memory: 16132 grad_norm: 1.5354 loss: 2.4466 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.4466 2023/07/21 05:01:39 - mmengine - INFO - Epoch(train) [17][1760/9365] lr: 9.5772e-02 eta: 12:35:20 time: 0.6020 data_time: 0.1097 memory: 16132 grad_norm: 1.5715 loss: 2.4461 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4461 2023/07/21 05:01:51 - mmengine - INFO - Epoch(train) [17][1780/9365] lr: 9.5724e-02 eta: 12:35:08 time: 0.6048 data_time: 0.1003 memory: 16132 grad_norm: 1.5208 loss: 2.5679 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.5679 2023/07/21 05:02:04 - mmengine - INFO - Epoch(train) [17][1800/9365] lr: 9.5677e-02 eta: 12:34:55 time: 0.6298 data_time: 0.0959 memory: 16132 grad_norm: 1.5633 loss: 2.6585 top1_acc: 0.3438 top5_acc: 0.7812 loss_cls: 2.6585 2023/07/21 05:02:16 - mmengine - INFO - Epoch(train) [17][1820/9365] lr: 9.5629e-02 eta: 12:34:43 time: 0.6058 data_time: 0.0895 memory: 16132 grad_norm: 1.5748 loss: 2.6246 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6246 2023/07/21 05:02:28 - mmengine - INFO - Epoch(train) [17][1840/9365] lr: 9.5581e-02 eta: 12:34:30 time: 0.6063 data_time: 0.0858 memory: 16132 grad_norm: 1.5588 loss: 2.5837 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.5837 2023/07/21 05:02:41 - mmengine - INFO - Epoch(train) [17][1860/9365] lr: 9.5534e-02 eta: 12:34:18 time: 0.6180 data_time: 0.0807 memory: 16132 grad_norm: 1.5608 loss: 2.4843 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4843 2023/07/21 05:02:53 - mmengine - INFO - Epoch(train) [17][1880/9365] lr: 9.5486e-02 eta: 12:34:05 time: 0.6125 data_time: 0.0828 memory: 16132 grad_norm: 1.5585 loss: 2.5617 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.5617 2023/07/21 05:03:05 - mmengine - INFO - Epoch(train) [17][1900/9365] lr: 9.5438e-02 eta: 12:33:52 time: 0.5973 data_time: 0.0792 memory: 16132 grad_norm: 1.5405 loss: 2.6026 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.6026 2023/07/21 05:03:17 - mmengine - INFO - Epoch(train) [17][1920/9365] lr: 9.5391e-02 eta: 12:33:40 time: 0.6254 data_time: 0.0949 memory: 16132 grad_norm: 1.5871 loss: 2.5491 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5491 2023/07/21 05:03:29 - mmengine - INFO - Epoch(train) [17][1940/9365] lr: 9.5343e-02 eta: 12:33:27 time: 0.5922 data_time: 0.0845 memory: 16132 grad_norm: 1.5774 loss: 2.4755 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.4755 2023/07/21 05:03:41 - mmengine - INFO - Epoch(train) [17][1960/9365] lr: 9.5295e-02 eta: 12:33:15 time: 0.5964 data_time: 0.0847 memory: 16132 grad_norm: 1.5329 loss: 2.4800 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4800 2023/07/21 05:03:54 - mmengine - INFO - Epoch(train) [17][1980/9365] lr: 9.5248e-02 eta: 12:33:02 time: 0.6187 data_time: 0.0857 memory: 16132 grad_norm: 1.5531 loss: 2.5150 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5150 2023/07/21 05:04:06 - mmengine - INFO - Epoch(train) [17][2000/9365] lr: 9.5200e-02 eta: 12:32:50 time: 0.6054 data_time: 0.0883 memory: 16132 grad_norm: 1.5449 loss: 2.4722 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4722 2023/07/21 05:04:18 - mmengine - INFO - Epoch(train) [17][2020/9365] lr: 9.5153e-02 eta: 12:32:37 time: 0.6075 data_time: 0.0910 memory: 16132 grad_norm: 1.5640 loss: 2.4350 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.4350 2023/07/21 05:04:30 - mmengine - INFO - Epoch(train) [17][2040/9365] lr: 9.5105e-02 eta: 12:32:24 time: 0.6107 data_time: 0.0859 memory: 16132 grad_norm: 1.5301 loss: 2.5582 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.5582 2023/07/21 05:04:42 - mmengine - INFO - Epoch(train) [17][2060/9365] lr: 9.5057e-02 eta: 12:32:12 time: 0.6045 data_time: 0.0832 memory: 16132 grad_norm: 1.5570 loss: 2.4653 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4653 2023/07/21 05:04:54 - mmengine - INFO - Epoch(train) [17][2080/9365] lr: 9.5010e-02 eta: 12:31:59 time: 0.5815 data_time: 0.0758 memory: 16132 grad_norm: 1.5262 loss: 2.4610 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.4610 2023/07/21 05:05:07 - mmengine - INFO - Epoch(train) [17][2100/9365] lr: 9.4962e-02 eta: 12:31:47 time: 0.6389 data_time: 0.0913 memory: 16132 grad_norm: 1.5830 loss: 2.5146 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.5146 2023/07/21 05:05:19 - mmengine - INFO - Epoch(train) [17][2120/9365] lr: 9.4915e-02 eta: 12:31:34 time: 0.6206 data_time: 0.1265 memory: 16132 grad_norm: 1.5842 loss: 2.4682 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.4682 2023/07/21 05:05:32 - mmengine - INFO - Epoch(train) [17][2140/9365] lr: 9.4867e-02 eta: 12:31:22 time: 0.6276 data_time: 0.0973 memory: 16132 grad_norm: 1.5219 loss: 2.5911 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.5911 2023/07/21 05:05:44 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 05:05:44 - mmengine - INFO - Epoch(train) [17][2160/9365] lr: 9.4819e-02 eta: 12:31:10 time: 0.6126 data_time: 0.0919 memory: 16132 grad_norm: 1.5400 loss: 2.6630 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.6630 2023/07/21 05:05:56 - mmengine - INFO - Epoch(train) [17][2180/9365] lr: 9.4772e-02 eta: 12:30:57 time: 0.5865 data_time: 0.0844 memory: 16132 grad_norm: 1.5784 loss: 2.4842 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.4842 2023/07/21 05:06:08 - mmengine - INFO - Epoch(train) [17][2200/9365] lr: 9.4724e-02 eta: 12:30:44 time: 0.6180 data_time: 0.0822 memory: 16132 grad_norm: 1.5747 loss: 2.5838 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.5838 2023/07/21 05:06:21 - mmengine - INFO - Epoch(train) [17][2220/9365] lr: 9.4677e-02 eta: 12:30:32 time: 0.6294 data_time: 0.0826 memory: 16132 grad_norm: 1.5651 loss: 2.4801 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.4801 2023/07/21 05:06:33 - mmengine - INFO - Epoch(train) [17][2240/9365] lr: 9.4629e-02 eta: 12:30:19 time: 0.5909 data_time: 0.0844 memory: 16132 grad_norm: 1.5437 loss: 2.5787 top1_acc: 0.2188 top5_acc: 0.6875 loss_cls: 2.5787 2023/07/21 05:06:44 - mmengine - INFO - Epoch(train) [17][2260/9365] lr: 9.4582e-02 eta: 12:30:06 time: 0.5897 data_time: 0.0796 memory: 16132 grad_norm: 1.5774 loss: 2.5141 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.5141 2023/07/21 05:06:57 - mmengine - INFO - Epoch(train) [17][2280/9365] lr: 9.4534e-02 eta: 12:29:54 time: 0.6195 data_time: 0.0803 memory: 16132 grad_norm: 1.5572 loss: 2.5295 top1_acc: 0.5000 top5_acc: 0.5938 loss_cls: 2.5295 2023/07/21 05:07:09 - mmengine - INFO - Epoch(train) [17][2300/9365] lr: 9.4487e-02 eta: 12:29:41 time: 0.6131 data_time: 0.0838 memory: 16132 grad_norm: 1.5534 loss: 2.4472 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 2.4472 2023/07/21 05:07:21 - mmengine - INFO - Epoch(train) [17][2320/9365] lr: 9.4439e-02 eta: 12:29:29 time: 0.5961 data_time: 0.0834 memory: 16132 grad_norm: 1.5721 loss: 2.5389 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5389 2023/07/21 05:07:34 - mmengine - INFO - Epoch(train) [17][2340/9365] lr: 9.4392e-02 eta: 12:29:16 time: 0.6212 data_time: 0.0797 memory: 16132 grad_norm: 1.5725 loss: 2.5602 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.5602 2023/07/21 05:07:46 - mmengine - INFO - Epoch(train) [17][2360/9365] lr: 9.4344e-02 eta: 12:29:04 time: 0.6009 data_time: 0.0753 memory: 16132 grad_norm: 1.5421 loss: 2.5356 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5356 2023/07/21 05:07:58 - mmengine - INFO - Epoch(train) [17][2380/9365] lr: 9.4297e-02 eta: 12:28:51 time: 0.5937 data_time: 0.0775 memory: 16132 grad_norm: 1.5419 loss: 2.5030 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5030 2023/07/21 05:08:10 - mmengine - INFO - Epoch(train) [17][2400/9365] lr: 9.4249e-02 eta: 12:28:38 time: 0.6026 data_time: 0.0976 memory: 16132 grad_norm: 1.5796 loss: 2.3103 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3103 2023/07/21 05:08:22 - mmengine - INFO - Epoch(train) [17][2420/9365] lr: 9.4202e-02 eta: 12:28:25 time: 0.6082 data_time: 0.0768 memory: 16132 grad_norm: 1.5531 loss: 2.5603 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.5603 2023/07/21 05:08:34 - mmengine - INFO - Epoch(train) [17][2440/9365] lr: 9.4154e-02 eta: 12:28:13 time: 0.5879 data_time: 0.0846 memory: 16132 grad_norm: 1.5482 loss: 2.7372 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.7372 2023/07/21 05:08:46 - mmengine - INFO - Epoch(train) [17][2460/9365] lr: 9.4107e-02 eta: 12:28:00 time: 0.5978 data_time: 0.0792 memory: 16132 grad_norm: 1.5471 loss: 2.4825 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4825 2023/07/21 05:08:58 - mmengine - INFO - Epoch(train) [17][2480/9365] lr: 9.4060e-02 eta: 12:27:48 time: 0.6424 data_time: 0.0919 memory: 16132 grad_norm: 1.5900 loss: 2.5513 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.5513 2023/07/21 05:09:10 - mmengine - INFO - Epoch(train) [17][2500/9365] lr: 9.4012e-02 eta: 12:27:35 time: 0.5998 data_time: 0.0819 memory: 16132 grad_norm: 1.5540 loss: 2.5399 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5399 2023/07/21 05:09:23 - mmengine - INFO - Epoch(train) [17][2520/9365] lr: 9.3965e-02 eta: 12:27:22 time: 0.6060 data_time: 0.0780 memory: 16132 grad_norm: 1.5755 loss: 2.5933 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.5933 2023/07/21 05:09:35 - mmengine - INFO - Epoch(train) [17][2540/9365] lr: 9.3917e-02 eta: 12:27:10 time: 0.6197 data_time: 0.0857 memory: 16132 grad_norm: 1.5350 loss: 2.4194 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.4194 2023/07/21 05:09:47 - mmengine - INFO - Epoch(train) [17][2560/9365] lr: 9.3870e-02 eta: 12:26:58 time: 0.6175 data_time: 0.0944 memory: 16132 grad_norm: 1.5330 loss: 2.3914 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 2.3914 2023/07/21 05:10:00 - mmengine - INFO - Epoch(train) [17][2580/9365] lr: 9.3823e-02 eta: 12:26:46 time: 0.6373 data_time: 0.0830 memory: 16132 grad_norm: 1.5718 loss: 2.4765 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.4765 2023/07/21 05:10:13 - mmengine - INFO - Epoch(train) [17][2600/9365] lr: 9.3775e-02 eta: 12:26:33 time: 0.6296 data_time: 0.0930 memory: 16132 grad_norm: 1.5712 loss: 2.4033 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.4033 2023/07/21 05:10:25 - mmengine - INFO - Epoch(train) [17][2620/9365] lr: 9.3728e-02 eta: 12:26:20 time: 0.5859 data_time: 0.0823 memory: 16132 grad_norm: 1.5614 loss: 2.4744 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.4744 2023/07/21 05:10:37 - mmengine - INFO - Epoch(train) [17][2640/9365] lr: 9.3681e-02 eta: 12:26:08 time: 0.6086 data_time: 0.0763 memory: 16132 grad_norm: 1.5376 loss: 2.4847 top1_acc: 0.4062 top5_acc: 0.8125 loss_cls: 2.4847 2023/07/21 05:10:49 - mmengine - INFO - Epoch(train) [17][2660/9365] lr: 9.3633e-02 eta: 12:25:56 time: 0.6320 data_time: 0.0824 memory: 16132 grad_norm: 1.5291 loss: 2.5594 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.5594 2023/07/21 05:11:02 - mmengine - INFO - Epoch(train) [17][2680/9365] lr: 9.3586e-02 eta: 12:25:43 time: 0.6158 data_time: 0.0874 memory: 16132 grad_norm: 1.5458 loss: 2.4768 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4768 2023/07/21 05:11:14 - mmengine - INFO - Epoch(train) [17][2700/9365] lr: 9.3538e-02 eta: 12:25:31 time: 0.6169 data_time: 0.0872 memory: 16132 grad_norm: 1.5757 loss: 2.4611 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4611 2023/07/21 05:11:26 - mmengine - INFO - Epoch(train) [17][2720/9365] lr: 9.3491e-02 eta: 12:25:18 time: 0.5968 data_time: 0.0870 memory: 16132 grad_norm: 1.5678 loss: 2.4405 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4405 2023/07/21 05:11:38 - mmengine - INFO - Epoch(train) [17][2740/9365] lr: 9.3444e-02 eta: 12:25:05 time: 0.5867 data_time: 0.0829 memory: 16132 grad_norm: 1.5536 loss: 2.5332 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5332 2023/07/21 05:11:50 - mmengine - INFO - Epoch(train) [17][2760/9365] lr: 9.3397e-02 eta: 12:24:53 time: 0.6067 data_time: 0.0823 memory: 16132 grad_norm: 1.5808 loss: 2.5315 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5315 2023/07/21 05:12:02 - mmengine - INFO - Epoch(train) [17][2780/9365] lr: 9.3349e-02 eta: 12:24:40 time: 0.6168 data_time: 0.0785 memory: 16132 grad_norm: 1.5983 loss: 2.5244 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.5244 2023/07/21 05:12:15 - mmengine - INFO - Epoch(train) [17][2800/9365] lr: 9.3302e-02 eta: 12:24:28 time: 0.6286 data_time: 0.1082 memory: 16132 grad_norm: 1.5683 loss: 2.5548 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5548 2023/07/21 05:12:27 - mmengine - INFO - Epoch(train) [17][2820/9365] lr: 9.3255e-02 eta: 12:24:15 time: 0.5898 data_time: 0.0849 memory: 16132 grad_norm: 1.5312 loss: 2.5517 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.5517 2023/07/21 05:12:39 - mmengine - INFO - Epoch(train) [17][2840/9365] lr: 9.3207e-02 eta: 12:24:02 time: 0.5935 data_time: 0.1008 memory: 16132 grad_norm: 1.5812 loss: 2.3897 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.3897 2023/07/21 05:12:51 - mmengine - INFO - Epoch(train) [17][2860/9365] lr: 9.3160e-02 eta: 12:23:50 time: 0.6119 data_time: 0.0888 memory: 16132 grad_norm: 1.5792 loss: 2.5314 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.5314 2023/07/21 05:13:04 - mmengine - INFO - Epoch(train) [17][2880/9365] lr: 9.3113e-02 eta: 12:23:37 time: 0.6288 data_time: 0.1054 memory: 16132 grad_norm: 1.5619 loss: 2.5438 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.5438 2023/07/21 05:13:16 - mmengine - INFO - Epoch(train) [17][2900/9365] lr: 9.3066e-02 eta: 12:23:25 time: 0.6392 data_time: 0.0868 memory: 16132 grad_norm: 1.5539 loss: 2.5326 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.5326 2023/07/21 05:13:28 - mmengine - INFO - Epoch(train) [17][2920/9365] lr: 9.3018e-02 eta: 12:23:13 time: 0.5962 data_time: 0.0868 memory: 16132 grad_norm: 1.5850 loss: 2.5369 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.5369 2023/07/21 05:13:41 - mmengine - INFO - Epoch(train) [17][2940/9365] lr: 9.2971e-02 eta: 12:23:00 time: 0.6114 data_time: 0.1020 memory: 16132 grad_norm: 1.5901 loss: 2.6220 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.6220 2023/07/21 05:13:54 - mmengine - INFO - Epoch(train) [17][2960/9365] lr: 9.2924e-02 eta: 12:22:49 time: 0.6727 data_time: 0.0821 memory: 16132 grad_norm: 1.5747 loss: 2.5906 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.5906 2023/07/21 05:14:06 - mmengine - INFO - Epoch(train) [17][2980/9365] lr: 9.2877e-02 eta: 12:22:36 time: 0.5998 data_time: 0.0890 memory: 16132 grad_norm: 1.5405 loss: 2.3828 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3828 2023/07/21 05:14:18 - mmengine - INFO - Epoch(train) [17][3000/9365] lr: 9.2829e-02 eta: 12:22:23 time: 0.6150 data_time: 0.1005 memory: 16132 grad_norm: 1.5673 loss: 2.5770 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.5770 2023/07/21 05:14:31 - mmengine - INFO - Epoch(train) [17][3020/9365] lr: 9.2782e-02 eta: 12:22:11 time: 0.6187 data_time: 0.0839 memory: 16132 grad_norm: 1.5433 loss: 2.2228 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.2228 2023/07/21 05:14:43 - mmengine - INFO - Epoch(train) [17][3040/9365] lr: 9.2735e-02 eta: 12:21:59 time: 0.6227 data_time: 0.0846 memory: 16132 grad_norm: 1.5760 loss: 2.5908 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5908 2023/07/21 05:14:55 - mmengine - INFO - Epoch(train) [17][3060/9365] lr: 9.2688e-02 eta: 12:21:46 time: 0.5882 data_time: 0.0928 memory: 16132 grad_norm: 1.5733 loss: 2.5304 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.5304 2023/07/21 05:15:07 - mmengine - INFO - Epoch(train) [17][3080/9365] lr: 9.2641e-02 eta: 12:21:33 time: 0.6039 data_time: 0.1030 memory: 16132 grad_norm: 1.5606 loss: 2.5567 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.5567 2023/07/21 05:15:19 - mmengine - INFO - Epoch(train) [17][3100/9365] lr: 9.2594e-02 eta: 12:21:20 time: 0.5949 data_time: 0.0788 memory: 16132 grad_norm: 1.5623 loss: 2.4089 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4089 2023/07/21 05:15:32 - mmengine - INFO - Epoch(train) [17][3120/9365] lr: 9.2546e-02 eta: 12:21:08 time: 0.6203 data_time: 0.0936 memory: 16132 grad_norm: 1.5790 loss: 2.3271 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.3271 2023/07/21 05:15:44 - mmengine - INFO - Epoch(train) [17][3140/9365] lr: 9.2499e-02 eta: 12:20:56 time: 0.6170 data_time: 0.0775 memory: 16132 grad_norm: 1.5877 loss: 2.6056 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.6056 2023/07/21 05:15:56 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 05:15:56 - mmengine - INFO - Epoch(train) [17][3160/9365] lr: 9.2452e-02 eta: 12:20:43 time: 0.5812 data_time: 0.0892 memory: 16132 grad_norm: 1.5611 loss: 2.4573 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.4573 2023/07/21 05:16:08 - mmengine - INFO - Epoch(train) [17][3180/9365] lr: 9.2405e-02 eta: 12:20:30 time: 0.6316 data_time: 0.0995 memory: 16132 grad_norm: 1.5983 loss: 2.6463 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.6463 2023/07/21 05:16:21 - mmengine - INFO - Epoch(train) [17][3200/9365] lr: 9.2358e-02 eta: 12:20:18 time: 0.6138 data_time: 0.0874 memory: 16132 grad_norm: 1.5382 loss: 2.5967 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5967 2023/07/21 05:16:33 - mmengine - INFO - Epoch(train) [17][3220/9365] lr: 9.2311e-02 eta: 12:20:06 time: 0.6334 data_time: 0.0853 memory: 16132 grad_norm: 1.5462 loss: 2.4201 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.4201 2023/07/21 05:16:46 - mmengine - INFO - Epoch(train) [17][3240/9365] lr: 9.2264e-02 eta: 12:19:53 time: 0.6169 data_time: 0.1076 memory: 16132 grad_norm: 1.5743 loss: 2.5772 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.5772 2023/07/21 05:16:58 - mmengine - INFO - Epoch(train) [17][3260/9365] lr: 9.2216e-02 eta: 12:19:41 time: 0.6216 data_time: 0.0816 memory: 16132 grad_norm: 1.5747 loss: 2.4578 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.4578 2023/07/21 05:17:10 - mmengine - INFO - Epoch(train) [17][3280/9365] lr: 9.2169e-02 eta: 12:19:28 time: 0.6005 data_time: 0.0868 memory: 16132 grad_norm: 1.5648 loss: 2.5526 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.5526 2023/07/21 05:17:22 - mmengine - INFO - Epoch(train) [17][3300/9365] lr: 9.2122e-02 eta: 12:19:16 time: 0.6040 data_time: 0.0738 memory: 16132 grad_norm: 1.5583 loss: 2.5442 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.5442 2023/07/21 05:17:35 - mmengine - INFO - Epoch(train) [17][3320/9365] lr: 9.2075e-02 eta: 12:19:03 time: 0.6152 data_time: 0.1242 memory: 16132 grad_norm: 1.5231 loss: 2.4343 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.4343 2023/07/21 05:17:47 - mmengine - INFO - Epoch(train) [17][3340/9365] lr: 9.2028e-02 eta: 12:18:50 time: 0.6020 data_time: 0.0850 memory: 16132 grad_norm: 1.6100 loss: 2.5831 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.5831 2023/07/21 05:17:58 - mmengine - INFO - Epoch(train) [17][3360/9365] lr: 9.1981e-02 eta: 12:18:38 time: 0.5843 data_time: 0.0842 memory: 16132 grad_norm: 1.5840 loss: 2.4975 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.4975 2023/07/21 05:18:11 - mmengine - INFO - Epoch(train) [17][3380/9365] lr: 9.1934e-02 eta: 12:18:25 time: 0.6146 data_time: 0.0948 memory: 16132 grad_norm: 1.5487 loss: 2.5487 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.5487 2023/07/21 05:18:23 - mmengine - INFO - Epoch(train) [17][3400/9365] lr: 9.1887e-02 eta: 12:18:13 time: 0.6319 data_time: 0.0873 memory: 16132 grad_norm: 1.5437 loss: 2.5856 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5856 2023/07/21 05:18:35 - mmengine - INFO - Epoch(train) [17][3420/9365] lr: 9.1840e-02 eta: 12:18:00 time: 0.5862 data_time: 0.0989 memory: 16132 grad_norm: 1.5427 loss: 2.3852 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.3852 2023/07/21 05:18:47 - mmengine - INFO - Epoch(train) [17][3440/9365] lr: 9.1793e-02 eta: 12:17:47 time: 0.5838 data_time: 0.0825 memory: 16132 grad_norm: 1.5303 loss: 2.4923 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.4923 2023/07/21 05:19:00 - mmengine - INFO - Epoch(train) [17][3460/9365] lr: 9.1746e-02 eta: 12:17:35 time: 0.6405 data_time: 0.0811 memory: 16132 grad_norm: 1.5525 loss: 2.4483 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4483 2023/07/21 05:19:12 - mmengine - INFO - Epoch(train) [17][3480/9365] lr: 9.1699e-02 eta: 12:17:22 time: 0.5897 data_time: 0.0810 memory: 16132 grad_norm: 1.5527 loss: 2.5299 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.5299 2023/07/21 05:19:24 - mmengine - INFO - Epoch(train) [17][3500/9365] lr: 9.1652e-02 eta: 12:17:10 time: 0.6128 data_time: 0.0831 memory: 16132 grad_norm: 1.5569 loss: 2.3269 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.3269 2023/07/21 05:19:36 - mmengine - INFO - Epoch(train) [17][3520/9365] lr: 9.1605e-02 eta: 12:16:57 time: 0.5951 data_time: 0.0811 memory: 16132 grad_norm: 1.5688 loss: 2.3611 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.3611 2023/07/21 05:19:48 - mmengine - INFO - Epoch(train) [17][3540/9365] lr: 9.1558e-02 eta: 12:16:44 time: 0.6205 data_time: 0.0743 memory: 16132 grad_norm: 1.5669 loss: 2.3611 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3611 2023/07/21 05:20:00 - mmengine - INFO - Epoch(train) [17][3560/9365] lr: 9.1511e-02 eta: 12:16:32 time: 0.5981 data_time: 0.1178 memory: 16132 grad_norm: 1.5811 loss: 2.5976 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5976 2023/07/21 05:20:13 - mmengine - INFO - Epoch(train) [17][3580/9365] lr: 9.1464e-02 eta: 12:16:20 time: 0.6366 data_time: 0.0960 memory: 16132 grad_norm: 1.6023 loss: 2.3859 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3859 2023/07/21 05:20:25 - mmengine - INFO - Epoch(train) [17][3600/9365] lr: 9.1417e-02 eta: 12:16:07 time: 0.6088 data_time: 0.0840 memory: 16132 grad_norm: 1.5623 loss: 2.3768 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.3768 2023/07/21 05:20:37 - mmengine - INFO - Epoch(train) [17][3620/9365] lr: 9.1370e-02 eta: 12:15:54 time: 0.5918 data_time: 0.0975 memory: 16132 grad_norm: 1.5448 loss: 2.4685 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.4685 2023/07/21 05:20:50 - mmengine - INFO - Epoch(train) [17][3640/9365] lr: 9.1323e-02 eta: 12:15:42 time: 0.6260 data_time: 0.1069 memory: 16132 grad_norm: 1.5619 loss: 2.3779 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 2.3779 2023/07/21 05:21:02 - mmengine - INFO - Epoch(train) [17][3660/9365] lr: 9.1276e-02 eta: 12:15:29 time: 0.6106 data_time: 0.1081 memory: 16132 grad_norm: 1.5932 loss: 2.4621 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.4621 2023/07/21 05:21:14 - mmengine - INFO - Epoch(train) [17][3680/9365] lr: 9.1229e-02 eta: 12:15:17 time: 0.6117 data_time: 0.0839 memory: 16132 grad_norm: 1.5718 loss: 2.4690 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.4690 2023/07/21 05:21:26 - mmengine - INFO - Epoch(train) [17][3700/9365] lr: 9.1182e-02 eta: 12:15:04 time: 0.6112 data_time: 0.0843 memory: 16132 grad_norm: 1.5639 loss: 2.4661 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.4661 2023/07/21 05:21:39 - mmengine - INFO - Epoch(train) [17][3720/9365] lr: 9.1136e-02 eta: 12:14:53 time: 0.6539 data_time: 0.0789 memory: 16132 grad_norm: 1.5676 loss: 2.4327 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.4327 2023/07/21 05:21:52 - mmengine - INFO - Epoch(train) [17][3740/9365] lr: 9.1089e-02 eta: 12:14:40 time: 0.6189 data_time: 0.0880 memory: 16132 grad_norm: 1.5914 loss: 2.4295 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.4295 2023/07/21 05:22:04 - mmengine - INFO - Epoch(train) [17][3760/9365] lr: 9.1042e-02 eta: 12:14:28 time: 0.6207 data_time: 0.0873 memory: 16132 grad_norm: 1.5795 loss: 2.5901 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.5901 2023/07/21 05:22:17 - mmengine - INFO - Epoch(train) [17][3780/9365] lr: 9.0995e-02 eta: 12:14:15 time: 0.6183 data_time: 0.0844 memory: 16132 grad_norm: 1.5743 loss: 2.4380 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.4380 2023/07/21 05:22:29 - mmengine - INFO - Epoch(train) [17][3800/9365] lr: 9.0948e-02 eta: 12:14:03 time: 0.6209 data_time: 0.1047 memory: 16132 grad_norm: 1.5755 loss: 2.5947 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5947 2023/07/21 05:22:42 - mmengine - INFO - Epoch(train) [17][3820/9365] lr: 9.0901e-02 eta: 12:13:51 time: 0.6259 data_time: 0.1235 memory: 16132 grad_norm: 1.5644 loss: 2.5637 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5637 2023/07/21 05:22:54 - mmengine - INFO - Epoch(train) [17][3840/9365] lr: 9.0854e-02 eta: 12:13:38 time: 0.6056 data_time: 0.0851 memory: 16132 grad_norm: 1.5898 loss: 2.3742 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.3742 2023/07/21 05:23:06 - mmengine - INFO - Epoch(train) [17][3860/9365] lr: 9.0807e-02 eta: 12:13:26 time: 0.6202 data_time: 0.0961 memory: 16132 grad_norm: 1.6009 loss: 2.5689 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.5689 2023/07/21 05:23:18 - mmengine - INFO - Epoch(train) [17][3880/9365] lr: 9.0761e-02 eta: 12:13:13 time: 0.5994 data_time: 0.0806 memory: 16132 grad_norm: 1.5847 loss: 2.5320 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5320 2023/07/21 05:23:31 - mmengine - INFO - Epoch(train) [17][3900/9365] lr: 9.0714e-02 eta: 12:13:01 time: 0.6269 data_time: 0.1262 memory: 16132 grad_norm: 1.5853 loss: 2.5298 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5298 2023/07/21 05:23:43 - mmengine - INFO - Epoch(train) [17][3920/9365] lr: 9.0667e-02 eta: 12:12:48 time: 0.6151 data_time: 0.0826 memory: 16132 grad_norm: 1.5896 loss: 2.5266 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.5266 2023/07/21 05:23:55 - mmengine - INFO - Epoch(train) [17][3940/9365] lr: 9.0620e-02 eta: 12:12:36 time: 0.5999 data_time: 0.0806 memory: 16132 grad_norm: 1.5974 loss: 2.4969 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.4969 2023/07/21 05:24:08 - mmengine - INFO - Epoch(train) [17][3960/9365] lr: 9.0573e-02 eta: 12:12:23 time: 0.6165 data_time: 0.0786 memory: 16132 grad_norm: 1.5846 loss: 2.5056 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.5056 2023/07/21 05:24:20 - mmengine - INFO - Epoch(train) [17][3980/9365] lr: 9.0527e-02 eta: 12:12:10 time: 0.5959 data_time: 0.0759 memory: 16132 grad_norm: 1.6014 loss: 2.5554 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.5554 2023/07/21 05:24:31 - mmengine - INFO - Epoch(train) [17][4000/9365] lr: 9.0480e-02 eta: 12:11:58 time: 0.5896 data_time: 0.0759 memory: 16132 grad_norm: 1.6196 loss: 2.4157 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4157 2023/07/21 05:24:44 - mmengine - INFO - Epoch(train) [17][4020/9365] lr: 9.0433e-02 eta: 12:11:45 time: 0.6142 data_time: 0.0882 memory: 16132 grad_norm: 1.5585 loss: 2.6127 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.6127 2023/07/21 05:24:55 - mmengine - INFO - Epoch(train) [17][4040/9365] lr: 9.0386e-02 eta: 12:11:32 time: 0.5831 data_time: 0.0838 memory: 16132 grad_norm: 1.5660 loss: 2.5751 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.5751 2023/07/21 05:25:08 - mmengine - INFO - Epoch(train) [17][4060/9365] lr: 9.0339e-02 eta: 12:11:20 time: 0.6324 data_time: 0.0893 memory: 16132 grad_norm: 1.6032 loss: 2.6162 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.6162 2023/07/21 05:25:20 - mmengine - INFO - Epoch(train) [17][4080/9365] lr: 9.0293e-02 eta: 12:11:07 time: 0.5962 data_time: 0.0791 memory: 16132 grad_norm: 1.5669 loss: 2.5797 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5797 2023/07/21 05:25:32 - mmengine - INFO - Epoch(train) [17][4100/9365] lr: 9.0246e-02 eta: 12:10:54 time: 0.5944 data_time: 0.0751 memory: 16132 grad_norm: 1.5627 loss: 2.5267 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5267 2023/07/21 05:25:44 - mmengine - INFO - Epoch(train) [17][4120/9365] lr: 9.0199e-02 eta: 12:10:42 time: 0.6150 data_time: 0.0723 memory: 16132 grad_norm: 1.5707 loss: 2.3306 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.3306 2023/07/21 05:25:57 - mmengine - INFO - Epoch(train) [17][4140/9365] lr: 9.0152e-02 eta: 12:10:30 time: 0.6315 data_time: 0.0748 memory: 16132 grad_norm: 1.5821 loss: 2.5214 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5214 2023/07/21 05:26:09 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 05:26:09 - mmengine - INFO - Epoch(train) [17][4160/9365] lr: 9.0106e-02 eta: 12:10:17 time: 0.5884 data_time: 0.0823 memory: 16132 grad_norm: 1.6123 loss: 2.5522 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5522 2023/07/21 05:26:21 - mmengine - INFO - Epoch(train) [17][4180/9365] lr: 9.0059e-02 eta: 12:10:04 time: 0.6044 data_time: 0.1067 memory: 16132 grad_norm: 1.5621 loss: 2.4358 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.4358 2023/07/21 05:26:33 - mmengine - INFO - Epoch(train) [17][4200/9365] lr: 9.0012e-02 eta: 12:09:51 time: 0.5906 data_time: 0.0758 memory: 16132 grad_norm: 1.5873 loss: 2.4770 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.4770 2023/07/21 05:26:44 - mmengine - INFO - Epoch(train) [17][4220/9365] lr: 8.9966e-02 eta: 12:09:38 time: 0.5769 data_time: 0.0787 memory: 16132 grad_norm: 1.5777 loss: 2.4826 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.4826 2023/07/21 05:26:57 - mmengine - INFO - Epoch(train) [17][4240/9365] lr: 8.9919e-02 eta: 12:09:26 time: 0.6107 data_time: 0.0783 memory: 16132 grad_norm: 1.6256 loss: 2.6449 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.6449 2023/07/21 05:27:08 - mmengine - INFO - Epoch(train) [17][4260/9365] lr: 8.9872e-02 eta: 12:09:13 time: 0.5952 data_time: 0.0900 memory: 16132 grad_norm: 1.6133 loss: 2.5917 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.5917 2023/07/21 05:27:21 - mmengine - INFO - Epoch(train) [17][4280/9365] lr: 8.9826e-02 eta: 12:09:01 time: 0.6175 data_time: 0.0746 memory: 16132 grad_norm: 1.5632 loss: 2.6249 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.6249 2023/07/21 05:27:33 - mmengine - INFO - Epoch(train) [17][4300/9365] lr: 8.9779e-02 eta: 12:08:48 time: 0.6157 data_time: 0.0832 memory: 16132 grad_norm: 1.6268 loss: 2.5394 top1_acc: 0.2188 top5_acc: 0.6562 loss_cls: 2.5394 2023/07/21 05:27:45 - mmengine - INFO - Epoch(train) [17][4320/9365] lr: 8.9732e-02 eta: 12:08:36 time: 0.6068 data_time: 0.0787 memory: 16132 grad_norm: 1.5768 loss: 2.5180 top1_acc: 0.1562 top5_acc: 0.5000 loss_cls: 2.5180 2023/07/21 05:27:58 - mmengine - INFO - Epoch(train) [17][4340/9365] lr: 8.9686e-02 eta: 12:08:23 time: 0.6089 data_time: 0.0728 memory: 16132 grad_norm: 1.6166 loss: 2.4573 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.4573 2023/07/21 05:28:10 - mmengine - INFO - Epoch(train) [17][4360/9365] lr: 8.9639e-02 eta: 12:08:11 time: 0.6046 data_time: 0.0822 memory: 16132 grad_norm: 1.5712 loss: 2.5003 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.5003 2023/07/21 05:28:22 - mmengine - INFO - Epoch(train) [17][4380/9365] lr: 8.9592e-02 eta: 12:07:58 time: 0.6087 data_time: 0.0769 memory: 16132 grad_norm: 1.5672 loss: 2.4546 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.4546 2023/07/21 05:28:35 - mmengine - INFO - Epoch(train) [17][4400/9365] lr: 8.9546e-02 eta: 12:07:46 time: 0.6331 data_time: 0.1038 memory: 16132 grad_norm: 1.5636 loss: 2.5522 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.5522 2023/07/21 05:28:47 - mmengine - INFO - Epoch(train) [17][4420/9365] lr: 8.9499e-02 eta: 12:07:33 time: 0.5959 data_time: 0.0856 memory: 16132 grad_norm: 1.6075 loss: 2.3170 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.3170 2023/07/21 05:28:59 - mmengine - INFO - Epoch(train) [17][4440/9365] lr: 8.9453e-02 eta: 12:07:20 time: 0.6041 data_time: 0.0789 memory: 16132 grad_norm: 1.6145 loss: 2.5462 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.5462 2023/07/21 05:29:11 - mmengine - INFO - Epoch(train) [17][4460/9365] lr: 8.9406e-02 eta: 12:07:08 time: 0.6328 data_time: 0.1336 memory: 16132 grad_norm: 1.6081 loss: 2.6479 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6479 2023/07/21 05:29:23 - mmengine - INFO - Epoch(train) [17][4480/9365] lr: 8.9359e-02 eta: 12:06:56 time: 0.5949 data_time: 0.0872 memory: 16132 grad_norm: 1.5856 loss: 2.4985 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.4985 2023/07/21 05:29:37 - mmengine - INFO - Epoch(train) [17][4500/9365] lr: 8.9313e-02 eta: 12:06:44 time: 0.6689 data_time: 0.1057 memory: 16132 grad_norm: 1.5979 loss: 2.6214 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 2.6214 2023/07/21 05:29:48 - mmengine - INFO - Epoch(train) [17][4520/9365] lr: 8.9266e-02 eta: 12:06:31 time: 0.5753 data_time: 0.0931 memory: 16132 grad_norm: 1.5782 loss: 2.4475 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4475 2023/07/21 05:30:01 - mmengine - INFO - Epoch(train) [17][4540/9365] lr: 8.9220e-02 eta: 12:06:18 time: 0.6222 data_time: 0.0840 memory: 16132 grad_norm: 1.5405 loss: 2.4373 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4373 2023/07/21 05:30:13 - mmengine - INFO - Epoch(train) [17][4560/9365] lr: 8.9173e-02 eta: 12:06:06 time: 0.6148 data_time: 0.1133 memory: 16132 grad_norm: 1.5950 loss: 2.4171 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.4171 2023/07/21 05:30:25 - mmengine - INFO - Epoch(train) [17][4580/9365] lr: 8.9127e-02 eta: 12:05:54 time: 0.6145 data_time: 0.0819 memory: 16132 grad_norm: 1.5937 loss: 2.3986 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.3986 2023/07/21 05:30:37 - mmengine - INFO - Epoch(train) [17][4600/9365] lr: 8.9080e-02 eta: 12:05:41 time: 0.6015 data_time: 0.0884 memory: 16132 grad_norm: 1.5771 loss: 2.4449 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4449 2023/07/21 05:30:50 - mmengine - INFO - Epoch(train) [17][4620/9365] lr: 8.9034e-02 eta: 12:05:28 time: 0.6114 data_time: 0.0848 memory: 16132 grad_norm: 1.5707 loss: 2.3901 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3901 2023/07/21 05:31:03 - mmengine - INFO - Epoch(train) [17][4640/9365] lr: 8.8987e-02 eta: 12:05:16 time: 0.6474 data_time: 0.0992 memory: 16132 grad_norm: 1.6002 loss: 2.4240 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.4240 2023/07/21 05:31:15 - mmengine - INFO - Epoch(train) [17][4660/9365] lr: 8.8941e-02 eta: 12:05:04 time: 0.6126 data_time: 0.0880 memory: 16132 grad_norm: 1.5466 loss: 2.5728 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5728 2023/07/21 05:31:27 - mmengine - INFO - Epoch(train) [17][4680/9365] lr: 8.8894e-02 eta: 12:04:51 time: 0.6122 data_time: 0.0907 memory: 16132 grad_norm: 1.5830 loss: 2.5394 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.5394 2023/07/21 05:31:40 - mmengine - INFO - Epoch(train) [17][4700/9365] lr: 8.8848e-02 eta: 12:04:39 time: 0.6413 data_time: 0.0900 memory: 16132 grad_norm: 1.6167 loss: 2.3395 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.3395 2023/07/21 05:31:52 - mmengine - INFO - Epoch(train) [17][4720/9365] lr: 8.8801e-02 eta: 12:04:27 time: 0.5951 data_time: 0.1020 memory: 16132 grad_norm: 1.6056 loss: 2.5376 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5376 2023/07/21 05:32:04 - mmengine - INFO - Epoch(train) [17][4740/9365] lr: 8.8755e-02 eta: 12:04:14 time: 0.6096 data_time: 0.0993 memory: 16132 grad_norm: 1.5968 loss: 2.4087 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4087 2023/07/21 05:32:17 - mmengine - INFO - Epoch(train) [17][4760/9365] lr: 8.8708e-02 eta: 12:04:02 time: 0.6262 data_time: 0.0776 memory: 16132 grad_norm: 1.5697 loss: 2.4459 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.4459 2023/07/21 05:32:28 - mmengine - INFO - Epoch(train) [17][4780/9365] lr: 8.8662e-02 eta: 12:03:49 time: 0.5869 data_time: 0.0798 memory: 16132 grad_norm: 1.5896 loss: 2.5852 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.5852 2023/07/21 05:32:41 - mmengine - INFO - Epoch(train) [17][4800/9365] lr: 8.8615e-02 eta: 12:03:37 time: 0.6248 data_time: 0.0859 memory: 16132 grad_norm: 1.5675 loss: 2.4225 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.4225 2023/07/21 05:32:53 - mmengine - INFO - Epoch(train) [17][4820/9365] lr: 8.8569e-02 eta: 12:03:24 time: 0.6220 data_time: 0.0809 memory: 16132 grad_norm: 1.6170 loss: 2.6785 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.6785 2023/07/21 05:33:06 - mmengine - INFO - Epoch(train) [17][4840/9365] lr: 8.8522e-02 eta: 12:03:12 time: 0.5999 data_time: 0.0978 memory: 16132 grad_norm: 1.6037 loss: 2.4348 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.4348 2023/07/21 05:33:18 - mmengine - INFO - Epoch(train) [17][4860/9365] lr: 8.8476e-02 eta: 12:02:59 time: 0.6166 data_time: 0.0830 memory: 16132 grad_norm: 1.5686 loss: 2.3809 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3809 2023/07/21 05:33:30 - mmengine - INFO - Epoch(train) [17][4880/9365] lr: 8.8430e-02 eta: 12:02:46 time: 0.5897 data_time: 0.0979 memory: 16132 grad_norm: 1.5868 loss: 2.5066 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5066 2023/07/21 05:33:42 - mmengine - INFO - Epoch(train) [17][4900/9365] lr: 8.8383e-02 eta: 12:02:34 time: 0.6298 data_time: 0.0830 memory: 16132 grad_norm: 1.5667 loss: 2.5255 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.5255 2023/07/21 05:33:54 - mmengine - INFO - Epoch(train) [17][4920/9365] lr: 8.8337e-02 eta: 12:02:22 time: 0.6044 data_time: 0.0846 memory: 16132 grad_norm: 1.5995 loss: 2.5142 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.5142 2023/07/21 05:34:07 - mmengine - INFO - Epoch(train) [17][4940/9365] lr: 8.8290e-02 eta: 12:02:09 time: 0.6020 data_time: 0.0793 memory: 16132 grad_norm: 1.5915 loss: 2.5486 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5486 2023/07/21 05:34:19 - mmengine - INFO - Epoch(train) [17][4960/9365] lr: 8.8244e-02 eta: 12:01:56 time: 0.6047 data_time: 0.0833 memory: 16132 grad_norm: 1.6388 loss: 2.4865 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4865 2023/07/21 05:34:31 - mmengine - INFO - Epoch(train) [17][4980/9365] lr: 8.8198e-02 eta: 12:01:44 time: 0.6257 data_time: 0.0759 memory: 16132 grad_norm: 1.6073 loss: 2.5269 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.5269 2023/07/21 05:34:43 - mmengine - INFO - Epoch(train) [17][5000/9365] lr: 8.8151e-02 eta: 12:01:31 time: 0.6022 data_time: 0.0793 memory: 16132 grad_norm: 1.5848 loss: 2.4108 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4108 2023/07/21 05:34:55 - mmengine - INFO - Epoch(train) [17][5020/9365] lr: 8.8105e-02 eta: 12:01:19 time: 0.5954 data_time: 0.0748 memory: 16132 grad_norm: 1.6024 loss: 2.5012 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.5012 2023/07/21 05:35:08 - mmengine - INFO - Epoch(train) [17][5040/9365] lr: 8.8059e-02 eta: 12:01:06 time: 0.6246 data_time: 0.1122 memory: 16132 grad_norm: 1.5900 loss: 2.5167 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5167 2023/07/21 05:35:20 - mmengine - INFO - Epoch(train) [17][5060/9365] lr: 8.8012e-02 eta: 12:00:54 time: 0.5911 data_time: 0.0776 memory: 16132 grad_norm: 1.6029 loss: 2.5317 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5317 2023/07/21 05:35:32 - mmengine - INFO - Epoch(train) [17][5080/9365] lr: 8.7966e-02 eta: 12:00:41 time: 0.6197 data_time: 0.0709 memory: 16132 grad_norm: 1.5457 loss: 2.5254 top1_acc: 0.3438 top5_acc: 0.7812 loss_cls: 2.5254 2023/07/21 05:35:44 - mmengine - INFO - Epoch(train) [17][5100/9365] lr: 8.7920e-02 eta: 12:00:29 time: 0.6199 data_time: 0.0950 memory: 16132 grad_norm: 1.6192 loss: 2.5268 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5268 2023/07/21 05:35:57 - mmengine - INFO - Epoch(train) [17][5120/9365] lr: 8.7873e-02 eta: 12:00:16 time: 0.6208 data_time: 0.0837 memory: 16132 grad_norm: 1.5905 loss: 2.5889 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.5889 2023/07/21 05:36:09 - mmengine - INFO - Epoch(train) [17][5140/9365] lr: 8.7827e-02 eta: 12:00:04 time: 0.6085 data_time: 0.0748 memory: 16132 grad_norm: 1.6262 loss: 2.5534 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.5534 2023/07/21 05:36:22 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 05:36:22 - mmengine - INFO - Epoch(train) [17][5160/9365] lr: 8.7781e-02 eta: 11:59:52 time: 0.6224 data_time: 0.0826 memory: 16132 grad_norm: 1.5673 loss: 2.5019 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.5019 2023/07/21 05:36:34 - mmengine - INFO - Epoch(train) [17][5180/9365] lr: 8.7735e-02 eta: 11:59:39 time: 0.6005 data_time: 0.1195 memory: 16132 grad_norm: 1.5727 loss: 2.5028 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5028 2023/07/21 05:36:46 - mmengine - INFO - Epoch(train) [17][5200/9365] lr: 8.7688e-02 eta: 11:59:26 time: 0.6069 data_time: 0.1088 memory: 16132 grad_norm: 1.5991 loss: 2.4574 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4574 2023/07/21 05:36:59 - mmengine - INFO - Epoch(train) [17][5220/9365] lr: 8.7642e-02 eta: 11:59:14 time: 0.6352 data_time: 0.0801 memory: 16132 grad_norm: 1.6342 loss: 2.4177 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.4177 2023/07/21 05:37:11 - mmengine - INFO - Epoch(train) [17][5240/9365] lr: 8.7596e-02 eta: 11:59:02 time: 0.6038 data_time: 0.0813 memory: 16132 grad_norm: 1.6029 loss: 2.5155 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.5155 2023/07/21 05:37:23 - mmengine - INFO - Epoch(train) [17][5260/9365] lr: 8.7550e-02 eta: 11:58:49 time: 0.6101 data_time: 0.0770 memory: 16132 grad_norm: 1.6038 loss: 2.5112 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.5112 2023/07/21 05:37:35 - mmengine - INFO - Epoch(train) [17][5280/9365] lr: 8.7503e-02 eta: 11:58:37 time: 0.6144 data_time: 0.0765 memory: 16132 grad_norm: 1.6133 loss: 2.5477 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.5477 2023/07/21 05:37:47 - mmengine - INFO - Epoch(train) [17][5300/9365] lr: 8.7457e-02 eta: 11:58:24 time: 0.5980 data_time: 0.0748 memory: 16132 grad_norm: 1.6313 loss: 2.4056 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4056 2023/07/21 05:37:59 - mmengine - INFO - Epoch(train) [17][5320/9365] lr: 8.7411e-02 eta: 11:58:11 time: 0.6140 data_time: 0.0805 memory: 16132 grad_norm: 1.5948 loss: 2.6498 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.6498 2023/07/21 05:38:12 - mmengine - INFO - Epoch(train) [17][5340/9365] lr: 8.7365e-02 eta: 11:57:59 time: 0.6207 data_time: 0.0839 memory: 16132 grad_norm: 1.5682 loss: 2.3643 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3643 2023/07/21 05:38:25 - mmengine - INFO - Epoch(train) [17][5360/9365] lr: 8.7319e-02 eta: 11:57:47 time: 0.6440 data_time: 0.0852 memory: 16132 grad_norm: 1.6164 loss: 2.3710 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.3710 2023/07/21 05:38:37 - mmengine - INFO - Epoch(train) [17][5380/9365] lr: 8.7272e-02 eta: 11:57:35 time: 0.6222 data_time: 0.0920 memory: 16132 grad_norm: 1.5724 loss: 2.4327 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.4327 2023/07/21 05:38:50 - mmengine - INFO - Epoch(train) [17][5400/9365] lr: 8.7226e-02 eta: 11:57:22 time: 0.6144 data_time: 0.0842 memory: 16132 grad_norm: 1.6226 loss: 2.6497 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.6497 2023/07/21 05:39:02 - mmengine - INFO - Epoch(train) [17][5420/9365] lr: 8.7180e-02 eta: 11:57:10 time: 0.6118 data_time: 0.0822 memory: 16132 grad_norm: 1.5692 loss: 2.6048 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.6048 2023/07/21 05:39:14 - mmengine - INFO - Epoch(train) [17][5440/9365] lr: 8.7134e-02 eta: 11:56:57 time: 0.6056 data_time: 0.0756 memory: 16132 grad_norm: 1.5952 loss: 2.4230 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.4230 2023/07/21 05:39:26 - mmengine - INFO - Epoch(train) [17][5460/9365] lr: 8.7088e-02 eta: 11:56:45 time: 0.6198 data_time: 0.0788 memory: 16132 grad_norm: 1.6174 loss: 2.4840 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.4840 2023/07/21 05:39:38 - mmengine - INFO - Epoch(train) [17][5480/9365] lr: 8.7042e-02 eta: 11:56:32 time: 0.5946 data_time: 0.1124 memory: 16132 grad_norm: 1.5864 loss: 2.3082 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.3082 2023/07/21 05:39:51 - mmengine - INFO - Epoch(train) [17][5500/9365] lr: 8.6995e-02 eta: 11:56:19 time: 0.6108 data_time: 0.0767 memory: 16132 grad_norm: 1.5901 loss: 2.5513 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.5513 2023/07/21 05:40:03 - mmengine - INFO - Epoch(train) [17][5520/9365] lr: 8.6949e-02 eta: 11:56:07 time: 0.6009 data_time: 0.0832 memory: 16132 grad_norm: 1.6135 loss: 2.3960 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3960 2023/07/21 05:40:15 - mmengine - INFO - Epoch(train) [17][5540/9365] lr: 8.6903e-02 eta: 11:55:54 time: 0.5993 data_time: 0.0772 memory: 16132 grad_norm: 1.6189 loss: 2.6447 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6447 2023/07/21 05:40:27 - mmengine - INFO - Epoch(train) [17][5560/9365] lr: 8.6857e-02 eta: 11:55:41 time: 0.5982 data_time: 0.0944 memory: 16132 grad_norm: 1.5635 loss: 2.4826 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.4826 2023/07/21 05:40:39 - mmengine - INFO - Epoch(train) [17][5580/9365] lr: 8.6811e-02 eta: 11:55:29 time: 0.6149 data_time: 0.0763 memory: 16132 grad_norm: 1.5668 loss: 2.4899 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.4899 2023/07/21 05:40:52 - mmengine - INFO - Epoch(train) [17][5600/9365] lr: 8.6765e-02 eta: 11:55:17 time: 0.6261 data_time: 0.0857 memory: 16132 grad_norm: 1.5898 loss: 2.4638 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.4638 2023/07/21 05:41:04 - mmengine - INFO - Epoch(train) [17][5620/9365] lr: 8.6719e-02 eta: 11:55:04 time: 0.5978 data_time: 0.0813 memory: 16132 grad_norm: 1.6351 loss: 2.4288 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.4288 2023/07/21 05:41:15 - mmengine - INFO - Epoch(train) [17][5640/9365] lr: 8.6673e-02 eta: 11:54:51 time: 0.5894 data_time: 0.0813 memory: 16132 grad_norm: 1.6025 loss: 2.4151 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4151 2023/07/21 05:41:27 - mmengine - INFO - Epoch(train) [17][5660/9365] lr: 8.6627e-02 eta: 11:54:38 time: 0.5961 data_time: 0.0756 memory: 16132 grad_norm: 1.6613 loss: 2.5513 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5513 2023/07/21 05:41:39 - mmengine - INFO - Epoch(train) [17][5680/9365] lr: 8.6581e-02 eta: 11:54:26 time: 0.6007 data_time: 0.0820 memory: 16132 grad_norm: 1.6100 loss: 2.4408 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4408 2023/07/21 05:41:52 - mmengine - INFO - Epoch(train) [17][5700/9365] lr: 8.6535e-02 eta: 11:54:13 time: 0.6223 data_time: 0.0800 memory: 16132 grad_norm: 1.5844 loss: 2.2906 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.2906 2023/07/21 05:42:04 - mmengine - INFO - Epoch(train) [17][5720/9365] lr: 8.6488e-02 eta: 11:54:01 time: 0.6204 data_time: 0.0806 memory: 16132 grad_norm: 1.6177 loss: 2.7295 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7295 2023/07/21 05:42:17 - mmengine - INFO - Epoch(train) [17][5740/9365] lr: 8.6442e-02 eta: 11:53:49 time: 0.6191 data_time: 0.0772 memory: 16132 grad_norm: 1.5806 loss: 2.4793 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.4793 2023/07/21 05:42:29 - mmengine - INFO - Epoch(train) [17][5760/9365] lr: 8.6396e-02 eta: 11:53:36 time: 0.6142 data_time: 0.0795 memory: 16132 grad_norm: 1.6341 loss: 2.5906 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.5906 2023/07/21 05:42:41 - mmengine - INFO - Epoch(train) [17][5780/9365] lr: 8.6350e-02 eta: 11:53:24 time: 0.6020 data_time: 0.0839 memory: 16132 grad_norm: 1.6152 loss: 2.5814 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.5814 2023/07/21 05:42:54 - mmengine - INFO - Epoch(train) [17][5800/9365] lr: 8.6304e-02 eta: 11:53:11 time: 0.6345 data_time: 0.0728 memory: 16132 grad_norm: 1.5991 loss: 2.5494 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.5494 2023/07/21 05:43:06 - mmengine - INFO - Epoch(train) [17][5820/9365] lr: 8.6258e-02 eta: 11:52:59 time: 0.6220 data_time: 0.0818 memory: 16132 grad_norm: 1.6029 loss: 2.4686 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.4686 2023/07/21 05:43:19 - mmengine - INFO - Epoch(train) [17][5840/9365] lr: 8.6212e-02 eta: 11:52:47 time: 0.6092 data_time: 0.0803 memory: 16132 grad_norm: 1.5722 loss: 2.5533 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5533 2023/07/21 05:43:30 - mmengine - INFO - Epoch(train) [17][5860/9365] lr: 8.6166e-02 eta: 11:52:34 time: 0.5948 data_time: 0.0784 memory: 16132 grad_norm: 1.6184 loss: 2.4613 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4613 2023/07/21 05:43:42 - mmengine - INFO - Epoch(train) [17][5880/9365] lr: 8.6121e-02 eta: 11:52:21 time: 0.5968 data_time: 0.0770 memory: 16132 grad_norm: 1.6283 loss: 2.5618 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.5618 2023/07/21 05:43:55 - mmengine - INFO - Epoch(train) [17][5900/9365] lr: 8.6075e-02 eta: 11:52:09 time: 0.6342 data_time: 0.0766 memory: 16132 grad_norm: 1.5932 loss: 2.4411 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.4411 2023/07/21 05:44:07 - mmengine - INFO - Epoch(train) [17][5920/9365] lr: 8.6029e-02 eta: 11:51:56 time: 0.5852 data_time: 0.0979 memory: 16132 grad_norm: 1.6487 loss: 2.4738 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.4738 2023/07/21 05:44:19 - mmengine - INFO - Epoch(train) [17][5940/9365] lr: 8.5983e-02 eta: 11:51:44 time: 0.6265 data_time: 0.0943 memory: 16132 grad_norm: 1.6010 loss: 2.4705 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.4705 2023/07/21 05:44:31 - mmengine - INFO - Epoch(train) [17][5960/9365] lr: 8.5937e-02 eta: 11:51:31 time: 0.5975 data_time: 0.0796 memory: 16132 grad_norm: 1.5922 loss: 2.4541 top1_acc: 0.1562 top5_acc: 0.6250 loss_cls: 2.4541 2023/07/21 05:44:43 - mmengine - INFO - Epoch(train) [17][5980/9365] lr: 8.5891e-02 eta: 11:51:18 time: 0.5940 data_time: 0.0764 memory: 16132 grad_norm: 1.5633 loss: 2.5416 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.5416 2023/07/21 05:44:56 - mmengine - INFO - Epoch(train) [17][6000/9365] lr: 8.5845e-02 eta: 11:51:06 time: 0.6374 data_time: 0.0790 memory: 16132 grad_norm: 1.5983 loss: 2.4330 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.4330 2023/07/21 05:45:09 - mmengine - INFO - Epoch(train) [17][6020/9365] lr: 8.5799e-02 eta: 11:50:54 time: 0.6265 data_time: 0.1245 memory: 16132 grad_norm: 1.6440 loss: 2.4995 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.4995 2023/07/21 05:45:21 - mmengine - INFO - Epoch(train) [17][6040/9365] lr: 8.5753e-02 eta: 11:50:42 time: 0.6263 data_time: 0.0944 memory: 16132 grad_norm: 1.6158 loss: 2.5574 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5574 2023/07/21 05:45:33 - mmengine - INFO - Epoch(train) [17][6060/9365] lr: 8.5707e-02 eta: 11:50:29 time: 0.6018 data_time: 0.0848 memory: 16132 grad_norm: 1.5907 loss: 2.6288 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.6288 2023/07/21 05:45:46 - mmengine - INFO - Epoch(train) [17][6080/9365] lr: 8.5661e-02 eta: 11:50:16 time: 0.6104 data_time: 0.1008 memory: 16132 grad_norm: 1.5997 loss: 2.3592 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.3592 2023/07/21 05:45:58 - mmengine - INFO - Epoch(train) [17][6100/9365] lr: 8.5615e-02 eta: 11:50:04 time: 0.5968 data_time: 0.0855 memory: 16132 grad_norm: 1.5939 loss: 2.3934 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.3934 2023/07/21 05:46:10 - mmengine - INFO - Epoch(train) [17][6120/9365] lr: 8.5570e-02 eta: 11:49:51 time: 0.6010 data_time: 0.0835 memory: 16132 grad_norm: 1.6024 loss: 2.3166 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.3166 2023/07/21 05:46:22 - mmengine - INFO - Epoch(train) [17][6140/9365] lr: 8.5524e-02 eta: 11:49:39 time: 0.6091 data_time: 0.0847 memory: 16132 grad_norm: 1.6238 loss: 2.4272 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4272 2023/07/21 05:46:34 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 05:46:34 - mmengine - INFO - Epoch(train) [17][6160/9365] lr: 8.5478e-02 eta: 11:49:26 time: 0.6164 data_time: 0.0960 memory: 16132 grad_norm: 1.5707 loss: 2.4788 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.4788 2023/07/21 05:46:46 - mmengine - INFO - Epoch(train) [17][6180/9365] lr: 8.5432e-02 eta: 11:49:13 time: 0.5855 data_time: 0.0769 memory: 16132 grad_norm: 1.5768 loss: 2.3959 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3959 2023/07/21 05:46:59 - mmengine - INFO - Epoch(train) [17][6200/9365] lr: 8.5386e-02 eta: 11:49:01 time: 0.6325 data_time: 0.0840 memory: 16132 grad_norm: 1.5767 loss: 2.3384 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3384 2023/07/21 05:47:11 - mmengine - INFO - Epoch(train) [17][6220/9365] lr: 8.5340e-02 eta: 11:48:49 time: 0.6208 data_time: 0.0798 memory: 16132 grad_norm: 1.6266 loss: 2.5316 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.5316 2023/07/21 05:47:24 - mmengine - INFO - Epoch(train) [17][6240/9365] lr: 8.5295e-02 eta: 11:48:37 time: 0.6388 data_time: 0.0992 memory: 16132 grad_norm: 1.6099 loss: 2.4884 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.4884 2023/07/21 05:47:36 - mmengine - INFO - Epoch(train) [17][6260/9365] lr: 8.5249e-02 eta: 11:48:24 time: 0.6071 data_time: 0.0833 memory: 16132 grad_norm: 1.6431 loss: 2.3835 top1_acc: 0.3125 top5_acc: 0.7812 loss_cls: 2.3835 2023/07/21 05:47:48 - mmengine - INFO - Epoch(train) [17][6280/9365] lr: 8.5203e-02 eta: 11:48:11 time: 0.5995 data_time: 0.0819 memory: 16132 grad_norm: 1.6125 loss: 2.7095 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.7095 2023/07/21 05:48:00 - mmengine - INFO - Epoch(train) [17][6300/9365] lr: 8.5157e-02 eta: 11:47:59 time: 0.6198 data_time: 0.0793 memory: 16132 grad_norm: 1.5997 loss: 2.4841 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4841 2023/07/21 05:48:12 - mmengine - INFO - Epoch(train) [17][6320/9365] lr: 8.5112e-02 eta: 11:47:46 time: 0.5933 data_time: 0.0950 memory: 16132 grad_norm: 1.6332 loss: 2.5054 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5054 2023/07/21 05:48:25 - mmengine - INFO - Epoch(train) [17][6340/9365] lr: 8.5066e-02 eta: 11:47:34 time: 0.6387 data_time: 0.0854 memory: 16132 grad_norm: 1.6361 loss: 2.3776 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3776 2023/07/21 05:48:38 - mmengine - INFO - Epoch(train) [17][6360/9365] lr: 8.5020e-02 eta: 11:47:22 time: 0.6237 data_time: 0.1134 memory: 16132 grad_norm: 1.5960 loss: 2.5129 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.5129 2023/07/21 05:48:50 - mmengine - INFO - Epoch(train) [17][6380/9365] lr: 8.4974e-02 eta: 11:47:09 time: 0.6007 data_time: 0.0861 memory: 16132 grad_norm: 1.6036 loss: 2.4477 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.4477 2023/07/21 05:49:02 - mmengine - INFO - Epoch(train) [17][6400/9365] lr: 8.4929e-02 eta: 11:46:56 time: 0.5906 data_time: 0.0893 memory: 16132 grad_norm: 1.5905 loss: 2.3385 top1_acc: 0.3438 top5_acc: 0.8125 loss_cls: 2.3385 2023/07/21 05:49:14 - mmengine - INFO - Epoch(train) [17][6420/9365] lr: 8.4883e-02 eta: 11:46:44 time: 0.6221 data_time: 0.0971 memory: 16132 grad_norm: 1.6234 loss: 2.5692 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.5692 2023/07/21 05:49:26 - mmengine - INFO - Epoch(train) [17][6440/9365] lr: 8.4837e-02 eta: 11:46:32 time: 0.6127 data_time: 0.0840 memory: 16132 grad_norm: 1.5970 loss: 2.5211 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.5211 2023/07/21 05:49:39 - mmengine - INFO - Epoch(train) [17][6460/9365] lr: 8.4791e-02 eta: 11:46:19 time: 0.6278 data_time: 0.0839 memory: 16132 grad_norm: 1.6383 loss: 2.4761 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.4761 2023/07/21 05:49:51 - mmengine - INFO - Epoch(train) [17][6480/9365] lr: 8.4746e-02 eta: 11:46:07 time: 0.6207 data_time: 0.0994 memory: 16132 grad_norm: 1.6692 loss: 2.5423 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.5423 2023/07/21 05:50:03 - mmengine - INFO - Epoch(train) [17][6500/9365] lr: 8.4700e-02 eta: 11:45:54 time: 0.6077 data_time: 0.1002 memory: 16132 grad_norm: 1.6123 loss: 2.5105 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5105 2023/07/21 05:50:16 - mmengine - INFO - Epoch(train) [17][6520/9365] lr: 8.4654e-02 eta: 11:45:42 time: 0.6361 data_time: 0.1038 memory: 16132 grad_norm: 1.6053 loss: 2.3685 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.3685 2023/07/21 05:50:29 - mmengine - INFO - Epoch(train) [17][6540/9365] lr: 8.4609e-02 eta: 11:45:30 time: 0.6378 data_time: 0.1366 memory: 16132 grad_norm: 1.6302 loss: 2.4678 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.4678 2023/07/21 05:50:42 - mmengine - INFO - Epoch(train) [17][6560/9365] lr: 8.4563e-02 eta: 11:45:18 time: 0.6238 data_time: 0.0877 memory: 16132 grad_norm: 1.6493 loss: 2.5154 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5154 2023/07/21 05:50:54 - mmengine - INFO - Epoch(train) [17][6580/9365] lr: 8.4517e-02 eta: 11:45:05 time: 0.6009 data_time: 0.0800 memory: 16132 grad_norm: 1.6150 loss: 2.4463 top1_acc: 0.2188 top5_acc: 0.5625 loss_cls: 2.4463 2023/07/21 05:51:06 - mmengine - INFO - Epoch(train) [17][6600/9365] lr: 8.4472e-02 eta: 11:44:53 time: 0.6227 data_time: 0.0788 memory: 16132 grad_norm: 1.6202 loss: 2.4913 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.4913 2023/07/21 05:51:18 - mmengine - INFO - Epoch(train) [17][6620/9365] lr: 8.4426e-02 eta: 11:44:40 time: 0.5819 data_time: 0.0781 memory: 16132 grad_norm: 1.6005 loss: 2.4564 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4564 2023/07/21 05:51:30 - mmengine - INFO - Epoch(train) [17][6640/9365] lr: 8.4380e-02 eta: 11:44:27 time: 0.6103 data_time: 0.0743 memory: 16132 grad_norm: 1.5528 loss: 2.4271 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4271 2023/07/21 05:51:42 - mmengine - INFO - Epoch(train) [17][6660/9365] lr: 8.4335e-02 eta: 11:44:15 time: 0.6111 data_time: 0.1130 memory: 16132 grad_norm: 1.6196 loss: 2.4718 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.4718 2023/07/21 05:51:55 - mmengine - INFO - Epoch(train) [17][6680/9365] lr: 8.4289e-02 eta: 11:44:03 time: 0.6142 data_time: 0.1284 memory: 16132 grad_norm: 1.6290 loss: 2.5119 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5119 2023/07/21 05:52:07 - mmengine - INFO - Epoch(train) [17][6700/9365] lr: 8.4244e-02 eta: 11:43:50 time: 0.6199 data_time: 0.0850 memory: 16132 grad_norm: 1.6125 loss: 2.4286 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4286 2023/07/21 05:52:19 - mmengine - INFO - Epoch(train) [17][6720/9365] lr: 8.4198e-02 eta: 11:43:37 time: 0.5989 data_time: 0.0904 memory: 16132 grad_norm: 1.6118 loss: 2.3261 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3261 2023/07/21 05:52:30 - mmengine - INFO - Epoch(train) [17][6740/9365] lr: 8.4152e-02 eta: 11:43:24 time: 0.5721 data_time: 0.0793 memory: 16132 grad_norm: 1.6332 loss: 2.4595 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.4595 2023/07/21 05:52:42 - mmengine - INFO - Epoch(train) [17][6760/9365] lr: 8.4107e-02 eta: 11:43:12 time: 0.5949 data_time: 0.0785 memory: 16132 grad_norm: 1.6188 loss: 2.5609 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.5609 2023/07/21 05:52:55 - mmengine - INFO - Epoch(train) [17][6780/9365] lr: 8.4061e-02 eta: 11:43:00 time: 0.6418 data_time: 0.0854 memory: 16132 grad_norm: 1.6273 loss: 2.4274 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.4274 2023/07/21 05:53:07 - mmengine - INFO - Epoch(train) [17][6800/9365] lr: 8.4016e-02 eta: 11:42:47 time: 0.6007 data_time: 0.0867 memory: 16132 grad_norm: 1.6528 loss: 2.4122 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.4122 2023/07/21 05:53:20 - mmengine - INFO - Epoch(train) [17][6820/9365] lr: 8.3970e-02 eta: 11:42:34 time: 0.6098 data_time: 0.0819 memory: 16132 grad_norm: 1.6229 loss: 2.5168 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.5168 2023/07/21 05:53:32 - mmengine - INFO - Epoch(train) [17][6840/9365] lr: 8.3925e-02 eta: 11:42:22 time: 0.6271 data_time: 0.1019 memory: 16132 grad_norm: 1.6105 loss: 2.3403 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.3403 2023/07/21 05:53:44 - mmengine - INFO - Epoch(train) [17][6860/9365] lr: 8.3879e-02 eta: 11:42:10 time: 0.6056 data_time: 0.0841 memory: 16132 grad_norm: 1.6327 loss: 2.4799 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4799 2023/07/21 05:53:57 - mmengine - INFO - Epoch(train) [17][6880/9365] lr: 8.3834e-02 eta: 11:41:57 time: 0.6158 data_time: 0.0886 memory: 16132 grad_norm: 1.6067 loss: 2.4921 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.4921 2023/07/21 05:54:09 - mmengine - INFO - Epoch(train) [17][6900/9365] lr: 8.3788e-02 eta: 11:41:45 time: 0.6097 data_time: 0.0889 memory: 16132 grad_norm: 1.6303 loss: 2.5646 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.5646 2023/07/21 05:54:21 - mmengine - INFO - Epoch(train) [17][6920/9365] lr: 8.3743e-02 eta: 11:41:32 time: 0.6279 data_time: 0.0787 memory: 16132 grad_norm: 1.6180 loss: 2.3876 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.3876 2023/07/21 05:54:33 - mmengine - INFO - Epoch(train) [17][6940/9365] lr: 8.3697e-02 eta: 11:41:20 time: 0.6014 data_time: 0.0837 memory: 16132 grad_norm: 1.6595 loss: 2.5008 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.5008 2023/07/21 05:54:45 - mmengine - INFO - Epoch(train) [17][6960/9365] lr: 8.3652e-02 eta: 11:41:07 time: 0.5945 data_time: 0.0879 memory: 16132 grad_norm: 1.6320 loss: 2.6006 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.6006 2023/07/21 05:54:57 - mmengine - INFO - Epoch(train) [17][6980/9365] lr: 8.3606e-02 eta: 11:40:54 time: 0.5844 data_time: 0.0779 memory: 16132 grad_norm: 1.6596 loss: 2.5565 top1_acc: 0.2812 top5_acc: 0.4062 loss_cls: 2.5565 2023/07/21 05:55:10 - mmengine - INFO - Epoch(train) [17][7000/9365] lr: 8.3561e-02 eta: 11:40:42 time: 0.6210 data_time: 0.0778 memory: 16132 grad_norm: 1.6239 loss: 2.4968 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.4968 2023/07/21 05:55:22 - mmengine - INFO - Epoch(train) [17][7020/9365] lr: 8.3515e-02 eta: 11:40:29 time: 0.5982 data_time: 0.0838 memory: 16132 grad_norm: 1.6627 loss: 2.5389 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.5389 2023/07/21 05:55:34 - mmengine - INFO - Epoch(train) [17][7040/9365] lr: 8.3470e-02 eta: 11:40:17 time: 0.6307 data_time: 0.0819 memory: 16132 grad_norm: 1.5950 loss: 2.4392 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4392 2023/07/21 05:55:46 - mmengine - INFO - Epoch(train) [17][7060/9365] lr: 8.3424e-02 eta: 11:40:04 time: 0.5873 data_time: 0.0849 memory: 16132 grad_norm: 1.5943 loss: 2.4751 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.4751 2023/07/21 05:55:58 - mmengine - INFO - Epoch(train) [17][7080/9365] lr: 8.3379e-02 eta: 11:39:52 time: 0.6227 data_time: 0.0783 memory: 16132 grad_norm: 1.6177 loss: 2.4121 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.4121 2023/07/21 05:56:11 - mmengine - INFO - Epoch(train) [17][7100/9365] lr: 8.3334e-02 eta: 11:39:39 time: 0.6310 data_time: 0.0830 memory: 16132 grad_norm: 1.6556 loss: 2.5197 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.5197 2023/07/21 05:56:23 - mmengine - INFO - Epoch(train) [17][7120/9365] lr: 8.3288e-02 eta: 11:39:27 time: 0.6112 data_time: 0.0904 memory: 16132 grad_norm: 1.6338 loss: 2.4704 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.4704 2023/07/21 05:56:36 - mmengine - INFO - Epoch(train) [17][7140/9365] lr: 8.3243e-02 eta: 11:39:15 time: 0.6453 data_time: 0.0929 memory: 16132 grad_norm: 1.6362 loss: 2.5538 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.5538 2023/07/21 05:56:49 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 05:56:49 - mmengine - INFO - Epoch(train) [17][7160/9365] lr: 8.3197e-02 eta: 11:39:03 time: 0.6254 data_time: 0.1059 memory: 16132 grad_norm: 1.6375 loss: 2.4552 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.4552 2023/07/21 05:57:01 - mmengine - INFO - Epoch(train) [17][7180/9365] lr: 8.3152e-02 eta: 11:38:50 time: 0.6022 data_time: 0.0866 memory: 16132 grad_norm: 1.6259 loss: 2.5351 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.5351 2023/07/21 05:57:14 - mmengine - INFO - Epoch(train) [17][7200/9365] lr: 8.3107e-02 eta: 11:38:38 time: 0.6318 data_time: 0.0813 memory: 16132 grad_norm: 1.6514 loss: 2.4156 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.4156 2023/07/21 05:57:26 - mmengine - INFO - Epoch(train) [17][7220/9365] lr: 8.3061e-02 eta: 11:38:25 time: 0.5952 data_time: 0.0821 memory: 16132 grad_norm: 1.6348 loss: 2.4710 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.4710 2023/07/21 05:57:38 - mmengine - INFO - Epoch(train) [17][7240/9365] lr: 8.3016e-02 eta: 11:38:13 time: 0.6277 data_time: 0.0855 memory: 16132 grad_norm: 1.6547 loss: 2.4731 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.4731 2023/07/21 05:57:51 - mmengine - INFO - Epoch(train) [17][7260/9365] lr: 8.2971e-02 eta: 11:38:01 time: 0.6437 data_time: 0.1454 memory: 16132 grad_norm: 1.6064 loss: 2.4443 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4443 2023/07/21 05:58:03 - mmengine - INFO - Epoch(train) [17][7280/9365] lr: 8.2925e-02 eta: 11:37:48 time: 0.6060 data_time: 0.0992 memory: 16132 grad_norm: 1.6078 loss: 2.3254 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.3254 2023/07/21 05:58:15 - mmengine - INFO - Epoch(train) [17][7300/9365] lr: 8.2880e-02 eta: 11:37:36 time: 0.6126 data_time: 0.1094 memory: 16132 grad_norm: 1.6277 loss: 2.4280 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4280 2023/07/21 05:58:28 - mmengine - INFO - Epoch(train) [17][7320/9365] lr: 8.2835e-02 eta: 11:37:24 time: 0.6307 data_time: 0.1116 memory: 16132 grad_norm: 1.6636 loss: 2.5109 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.5109 2023/07/21 05:58:40 - mmengine - INFO - Epoch(train) [17][7340/9365] lr: 8.2789e-02 eta: 11:37:11 time: 0.5991 data_time: 0.0857 memory: 16132 grad_norm: 1.6131 loss: 2.3662 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.3662 2023/07/21 05:58:52 - mmengine - INFO - Epoch(train) [17][7360/9365] lr: 8.2744e-02 eta: 11:36:58 time: 0.5956 data_time: 0.1012 memory: 16132 grad_norm: 1.6298 loss: 2.4177 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4177 2023/07/21 05:59:05 - mmengine - INFO - Epoch(train) [17][7380/9365] lr: 8.2699e-02 eta: 11:36:46 time: 0.6378 data_time: 0.1146 memory: 16132 grad_norm: 1.6257 loss: 2.4423 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4423 2023/07/21 05:59:16 - mmengine - INFO - Epoch(train) [17][7400/9365] lr: 8.2653e-02 eta: 11:36:33 time: 0.5798 data_time: 0.0841 memory: 16132 grad_norm: 1.6084 loss: 2.4006 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.4006 2023/07/21 05:59:29 - mmengine - INFO - Epoch(train) [17][7420/9365] lr: 8.2608e-02 eta: 11:36:21 time: 0.6193 data_time: 0.0789 memory: 16132 grad_norm: 1.6607 loss: 2.5185 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5185 2023/07/21 05:59:41 - mmengine - INFO - Epoch(train) [17][7440/9365] lr: 8.2563e-02 eta: 11:36:08 time: 0.6113 data_time: 0.1050 memory: 16132 grad_norm: 1.6452 loss: 2.4572 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.4572 2023/07/21 05:59:54 - mmengine - INFO - Epoch(train) [17][7460/9365] lr: 8.2518e-02 eta: 11:35:56 time: 0.6236 data_time: 0.0987 memory: 16132 grad_norm: 1.6324 loss: 2.5472 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5472 2023/07/21 06:00:05 - mmengine - INFO - Epoch(train) [17][7480/9365] lr: 8.2472e-02 eta: 11:35:43 time: 0.5884 data_time: 0.0805 memory: 16132 grad_norm: 1.6107 loss: 2.5167 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5167 2023/07/21 06:00:18 - mmengine - INFO - Epoch(train) [17][7500/9365] lr: 8.2427e-02 eta: 11:35:31 time: 0.6471 data_time: 0.0829 memory: 16132 grad_norm: 1.5883 loss: 2.5483 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.5483 2023/07/21 06:00:30 - mmengine - INFO - Epoch(train) [17][7520/9365] lr: 8.2382e-02 eta: 11:35:18 time: 0.5927 data_time: 0.0971 memory: 16132 grad_norm: 1.6149 loss: 2.5147 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.5147 2023/07/21 06:00:42 - mmengine - INFO - Epoch(train) [17][7540/9365] lr: 8.2337e-02 eta: 11:35:06 time: 0.6055 data_time: 0.0830 memory: 16132 grad_norm: 1.6220 loss: 2.4957 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.4957 2023/07/21 06:00:55 - mmengine - INFO - Epoch(train) [17][7560/9365] lr: 8.2291e-02 eta: 11:34:53 time: 0.6103 data_time: 0.1021 memory: 16132 grad_norm: 1.6306 loss: 2.5806 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.5806 2023/07/21 06:01:07 - mmengine - INFO - Epoch(train) [17][7580/9365] lr: 8.2246e-02 eta: 11:34:41 time: 0.6330 data_time: 0.0774 memory: 16132 grad_norm: 1.6272 loss: 2.4179 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4179 2023/07/21 06:01:20 - mmengine - INFO - Epoch(train) [17][7600/9365] lr: 8.2201e-02 eta: 11:34:29 time: 0.6104 data_time: 0.0921 memory: 16132 grad_norm: 1.6097 loss: 2.4799 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.4799 2023/07/21 06:01:32 - mmengine - INFO - Epoch(train) [17][7620/9365] lr: 8.2156e-02 eta: 11:34:16 time: 0.6189 data_time: 0.1148 memory: 16132 grad_norm: 1.5868 loss: 2.3832 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.3832 2023/07/21 06:01:44 - mmengine - INFO - Epoch(train) [17][7640/9365] lr: 8.2111e-02 eta: 11:34:04 time: 0.6148 data_time: 0.0803 memory: 16132 grad_norm: 1.6404 loss: 2.4174 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.4174 2023/07/21 06:01:57 - mmengine - INFO - Epoch(train) [17][7660/9365] lr: 8.2066e-02 eta: 11:33:51 time: 0.6178 data_time: 0.0747 memory: 16132 grad_norm: 1.6242 loss: 2.4067 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.4067 2023/07/21 06:02:10 - mmengine - INFO - Epoch(train) [17][7680/9365] lr: 8.2020e-02 eta: 11:33:39 time: 0.6398 data_time: 0.1041 memory: 16132 grad_norm: 1.6194 loss: 2.4696 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.4696 2023/07/21 06:02:22 - mmengine - INFO - Epoch(train) [17][7700/9365] lr: 8.1975e-02 eta: 11:33:27 time: 0.6029 data_time: 0.1121 memory: 16132 grad_norm: 1.6255 loss: 2.3678 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.3678 2023/07/21 06:02:34 - mmengine - INFO - Epoch(train) [17][7720/9365] lr: 8.1930e-02 eta: 11:33:15 time: 0.6296 data_time: 0.0833 memory: 16132 grad_norm: 1.6240 loss: 2.5472 top1_acc: 0.3438 top5_acc: 0.5000 loss_cls: 2.5472 2023/07/21 06:02:46 - mmengine - INFO - Epoch(train) [17][7740/9365] lr: 8.1885e-02 eta: 11:33:02 time: 0.6059 data_time: 0.0842 memory: 16132 grad_norm: 1.6167 loss: 2.4890 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.4890 2023/07/21 06:02:59 - mmengine - INFO - Epoch(train) [17][7760/9365] lr: 8.1840e-02 eta: 11:32:49 time: 0.6101 data_time: 0.0814 memory: 16132 grad_norm: 1.6504 loss: 2.5667 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.5667 2023/07/21 06:03:11 - mmengine - INFO - Epoch(train) [17][7780/9365] lr: 8.1795e-02 eta: 11:32:37 time: 0.6176 data_time: 0.1135 memory: 16132 grad_norm: 1.6838 loss: 2.4504 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4504 2023/07/21 06:03:24 - mmengine - INFO - Epoch(train) [17][7800/9365] lr: 8.1750e-02 eta: 11:32:25 time: 0.6329 data_time: 0.0980 memory: 16132 grad_norm: 1.6156 loss: 2.4181 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4181 2023/07/21 06:03:36 - mmengine - INFO - Epoch(train) [17][7820/9365] lr: 8.1705e-02 eta: 11:32:13 time: 0.6264 data_time: 0.0977 memory: 16132 grad_norm: 1.6434 loss: 2.4923 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.4923 2023/07/21 06:03:48 - mmengine - INFO - Epoch(train) [17][7840/9365] lr: 8.1660e-02 eta: 11:32:00 time: 0.5937 data_time: 0.1009 memory: 16132 grad_norm: 1.6665 loss: 2.3961 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 2.3961 2023/07/21 06:04:01 - mmengine - INFO - Epoch(train) [17][7860/9365] lr: 8.1614e-02 eta: 11:31:48 time: 0.6302 data_time: 0.1123 memory: 16132 grad_norm: 1.5869 loss: 2.3734 top1_acc: 0.5312 top5_acc: 0.9062 loss_cls: 2.3734 2023/07/21 06:04:13 - mmengine - INFO - Epoch(train) [17][7880/9365] lr: 8.1569e-02 eta: 11:31:35 time: 0.6134 data_time: 0.0829 memory: 16132 grad_norm: 1.6474 loss: 2.5606 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.5606 2023/07/21 06:04:25 - mmengine - INFO - Epoch(train) [17][7900/9365] lr: 8.1524e-02 eta: 11:31:23 time: 0.6004 data_time: 0.0888 memory: 16132 grad_norm: 1.6217 loss: 2.3122 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.3122 2023/07/21 06:04:38 - mmengine - INFO - Epoch(train) [17][7920/9365] lr: 8.1479e-02 eta: 11:31:10 time: 0.6143 data_time: 0.0793 memory: 16132 grad_norm: 1.6304 loss: 2.5169 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5169 2023/07/21 06:04:49 - mmengine - INFO - Epoch(train) [17][7940/9365] lr: 8.1434e-02 eta: 11:30:57 time: 0.5855 data_time: 0.0858 memory: 16132 grad_norm: 1.6501 loss: 2.3842 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.3842 2023/07/21 06:05:02 - mmengine - INFO - Epoch(train) [17][7960/9365] lr: 8.1389e-02 eta: 11:30:45 time: 0.6248 data_time: 0.0741 memory: 16132 grad_norm: 1.6364 loss: 2.3505 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.3505 2023/07/21 06:05:15 - mmengine - INFO - Epoch(train) [17][7980/9365] lr: 8.1344e-02 eta: 11:30:33 time: 0.6359 data_time: 0.0954 memory: 16132 grad_norm: 1.6907 loss: 2.5233 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5233 2023/07/21 06:05:26 - mmengine - INFO - Epoch(train) [17][8000/9365] lr: 8.1299e-02 eta: 11:30:20 time: 0.5922 data_time: 0.0842 memory: 16132 grad_norm: 1.6334 loss: 2.4952 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.4952 2023/07/21 06:05:39 - mmengine - INFO - Epoch(train) [17][8020/9365] lr: 8.1254e-02 eta: 11:30:08 time: 0.6075 data_time: 0.0955 memory: 16132 grad_norm: 1.6269 loss: 2.4863 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.4863 2023/07/21 06:05:51 - mmengine - INFO - Epoch(train) [17][8040/9365] lr: 8.1209e-02 eta: 11:29:55 time: 0.6001 data_time: 0.0724 memory: 16132 grad_norm: 1.6582 loss: 2.5010 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5010 2023/07/21 06:06:03 - mmengine - INFO - Epoch(train) [17][8060/9365] lr: 8.1164e-02 eta: 11:29:42 time: 0.5959 data_time: 0.0848 memory: 16132 grad_norm: 1.6798 loss: 2.4602 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.4602 2023/07/21 06:06:15 - mmengine - INFO - Epoch(train) [17][8080/9365] lr: 8.1119e-02 eta: 11:29:30 time: 0.6053 data_time: 0.0811 memory: 16132 grad_norm: 1.6767 loss: 2.4799 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4799 2023/07/21 06:06:27 - mmengine - INFO - Epoch(train) [17][8100/9365] lr: 8.1074e-02 eta: 11:29:17 time: 0.6009 data_time: 0.0811 memory: 16132 grad_norm: 1.6520 loss: 2.5245 top1_acc: 0.4688 top5_acc: 0.5312 loss_cls: 2.5245 2023/07/21 06:06:39 - mmengine - INFO - Epoch(train) [17][8120/9365] lr: 8.1029e-02 eta: 11:29:04 time: 0.6157 data_time: 0.1329 memory: 16132 grad_norm: 1.6798 loss: 2.4487 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.4487 2023/07/21 06:06:51 - mmengine - INFO - Epoch(train) [17][8140/9365] lr: 8.0985e-02 eta: 11:28:52 time: 0.5966 data_time: 0.0810 memory: 16132 grad_norm: 1.6649 loss: 2.4942 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.4942 2023/07/21 06:07:03 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 06:07:03 - mmengine - INFO - Epoch(train) [17][8160/9365] lr: 8.0940e-02 eta: 11:28:39 time: 0.5825 data_time: 0.0931 memory: 16132 grad_norm: 1.6124 loss: 2.3152 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.3152 2023/07/21 06:07:15 - mmengine - INFO - Epoch(train) [17][8180/9365] lr: 8.0895e-02 eta: 11:28:26 time: 0.6091 data_time: 0.0764 memory: 16132 grad_norm: 1.6888 loss: 2.5381 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.5381 2023/07/21 06:07:28 - mmengine - INFO - Epoch(train) [17][8200/9365] lr: 8.0850e-02 eta: 11:28:14 time: 0.6305 data_time: 0.0860 memory: 16132 grad_norm: 1.6561 loss: 2.5337 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.5337 2023/07/21 06:07:40 - mmengine - INFO - Epoch(train) [17][8220/9365] lr: 8.0805e-02 eta: 11:28:02 time: 0.6111 data_time: 0.0819 memory: 16132 grad_norm: 1.6432 loss: 2.3591 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.3591 2023/07/21 06:07:52 - mmengine - INFO - Epoch(train) [17][8240/9365] lr: 8.0760e-02 eta: 11:27:49 time: 0.6034 data_time: 0.0789 memory: 16132 grad_norm: 1.6421 loss: 2.1447 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.1447 2023/07/21 06:08:04 - mmengine - INFO - Epoch(train) [17][8260/9365] lr: 8.0715e-02 eta: 11:27:37 time: 0.6220 data_time: 0.0934 memory: 16132 grad_norm: 1.6362 loss: 2.4926 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4926 2023/07/21 06:08:17 - mmengine - INFO - Epoch(train) [17][8280/9365] lr: 8.0670e-02 eta: 11:27:24 time: 0.6107 data_time: 0.0890 memory: 16132 grad_norm: 1.6655 loss: 2.4289 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4289 2023/07/21 06:08:29 - mmengine - INFO - Epoch(train) [17][8300/9365] lr: 8.0625e-02 eta: 11:27:12 time: 0.6189 data_time: 0.0860 memory: 16132 grad_norm: 1.6362 loss: 2.3046 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.3046 2023/07/21 06:08:41 - mmengine - INFO - Epoch(train) [17][8320/9365] lr: 8.0580e-02 eta: 11:26:59 time: 0.6157 data_time: 0.0803 memory: 16132 grad_norm: 1.6613 loss: 2.3873 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.3873 2023/07/21 06:08:53 - mmengine - INFO - Epoch(train) [17][8340/9365] lr: 8.0536e-02 eta: 11:26:47 time: 0.5979 data_time: 0.1240 memory: 16132 grad_norm: 1.6241 loss: 2.5585 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.5585 2023/07/21 06:09:06 - mmengine - INFO - Epoch(train) [17][8360/9365] lr: 8.0491e-02 eta: 11:26:34 time: 0.6151 data_time: 0.0817 memory: 16132 grad_norm: 1.6289 loss: 2.4984 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.4984 2023/07/21 06:09:18 - mmengine - INFO - Epoch(train) [17][8380/9365] lr: 8.0446e-02 eta: 11:26:22 time: 0.6065 data_time: 0.1295 memory: 16132 grad_norm: 1.6488 loss: 2.4325 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4325 2023/07/21 06:09:31 - mmengine - INFO - Epoch(train) [17][8400/9365] lr: 8.0401e-02 eta: 11:26:10 time: 0.6505 data_time: 0.0796 memory: 16132 grad_norm: 1.6206 loss: 2.4401 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.4401 2023/07/21 06:09:43 - mmengine - INFO - Epoch(train) [17][8420/9365] lr: 8.0356e-02 eta: 11:25:57 time: 0.5846 data_time: 0.0752 memory: 16132 grad_norm: 1.6481 loss: 2.5451 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5451 2023/07/21 06:09:55 - mmengine - INFO - Epoch(train) [17][8440/9365] lr: 8.0312e-02 eta: 11:25:44 time: 0.6025 data_time: 0.0739 memory: 16132 grad_norm: 1.6384 loss: 2.5836 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5836 2023/07/21 06:10:07 - mmengine - INFO - Epoch(train) [17][8460/9365] lr: 8.0267e-02 eta: 11:25:32 time: 0.6311 data_time: 0.0801 memory: 16132 grad_norm: 1.6124 loss: 2.3559 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.3559 2023/07/21 06:10:19 - mmengine - INFO - Epoch(train) [17][8480/9365] lr: 8.0222e-02 eta: 11:25:19 time: 0.5844 data_time: 0.0819 memory: 16132 grad_norm: 1.6443 loss: 2.3604 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.3604 2023/07/21 06:10:32 - mmengine - INFO - Epoch(train) [17][8500/9365] lr: 8.0177e-02 eta: 11:25:07 time: 0.6362 data_time: 0.0871 memory: 16132 grad_norm: 1.6662 loss: 2.5264 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.5264 2023/07/21 06:10:44 - mmengine - INFO - Epoch(train) [17][8520/9365] lr: 8.0132e-02 eta: 11:24:55 time: 0.6203 data_time: 0.0779 memory: 16132 grad_norm: 1.6827 loss: 2.4146 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4146 2023/07/21 06:10:56 - mmengine - INFO - Epoch(train) [17][8540/9365] lr: 8.0088e-02 eta: 11:24:42 time: 0.5930 data_time: 0.1089 memory: 16132 grad_norm: 1.6725 loss: 2.4140 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.4140 2023/07/21 06:11:08 - mmengine - INFO - Epoch(train) [17][8560/9365] lr: 8.0043e-02 eta: 11:24:30 time: 0.6113 data_time: 0.0993 memory: 16132 grad_norm: 1.6867 loss: 2.5158 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5158 2023/07/21 06:11:21 - mmengine - INFO - Epoch(train) [17][8580/9365] lr: 7.9998e-02 eta: 11:24:17 time: 0.6095 data_time: 0.0812 memory: 16132 grad_norm: 1.6901 loss: 2.3960 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3960 2023/07/21 06:11:33 - mmengine - INFO - Epoch(train) [17][8600/9365] lr: 7.9954e-02 eta: 11:24:04 time: 0.6049 data_time: 0.1048 memory: 16132 grad_norm: 1.6318 loss: 2.4979 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.4979 2023/07/21 06:11:46 - mmengine - INFO - Epoch(train) [17][8620/9365] lr: 7.9909e-02 eta: 11:23:52 time: 0.6376 data_time: 0.0760 memory: 16132 grad_norm: 1.6483 loss: 2.3147 top1_acc: 0.4688 top5_acc: 0.8750 loss_cls: 2.3147 2023/07/21 06:11:58 - mmengine - INFO - Epoch(train) [17][8640/9365] lr: 7.9864e-02 eta: 11:23:40 time: 0.6077 data_time: 0.0941 memory: 16132 grad_norm: 1.6872 loss: 2.3914 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3914 2023/07/21 06:12:10 - mmengine - INFO - Epoch(train) [17][8660/9365] lr: 7.9819e-02 eta: 11:23:27 time: 0.6062 data_time: 0.0853 memory: 16132 grad_norm: 1.6419 loss: 2.4648 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4648 2023/07/21 06:12:22 - mmengine - INFO - Epoch(train) [17][8680/9365] lr: 7.9775e-02 eta: 11:23:15 time: 0.5978 data_time: 0.0796 memory: 16132 grad_norm: 1.6139 loss: 2.5363 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.5363 2023/07/21 06:12:34 - mmengine - INFO - Epoch(train) [17][8700/9365] lr: 7.9730e-02 eta: 11:23:02 time: 0.6138 data_time: 0.0858 memory: 16132 grad_norm: 1.6511 loss: 2.5482 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.5482 2023/07/21 06:12:47 - mmengine - INFO - Epoch(train) [17][8720/9365] lr: 7.9685e-02 eta: 11:22:50 time: 0.6172 data_time: 0.0851 memory: 16132 grad_norm: 1.6333 loss: 2.5101 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.5101 2023/07/21 06:12:59 - mmengine - INFO - Epoch(train) [17][8740/9365] lr: 7.9641e-02 eta: 11:22:37 time: 0.6187 data_time: 0.1021 memory: 16132 grad_norm: 1.6647 loss: 2.4731 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.4731 2023/07/21 06:13:11 - mmengine - INFO - Epoch(train) [17][8760/9365] lr: 7.9596e-02 eta: 11:22:25 time: 0.6024 data_time: 0.0937 memory: 16132 grad_norm: 1.6194 loss: 2.4127 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 2.4127 2023/07/21 06:13:23 - mmengine - INFO - Epoch(train) [17][8780/9365] lr: 7.9551e-02 eta: 11:22:12 time: 0.6058 data_time: 0.0858 memory: 16132 grad_norm: 1.6759 loss: 2.3579 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.3579 2023/07/21 06:13:35 - mmengine - INFO - Epoch(train) [17][8800/9365] lr: 7.9507e-02 eta: 11:21:59 time: 0.5941 data_time: 0.0980 memory: 16132 grad_norm: 1.6379 loss: 2.3490 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.3490 2023/07/21 06:13:48 - mmengine - INFO - Epoch(train) [17][8820/9365] lr: 7.9462e-02 eta: 11:21:47 time: 0.6219 data_time: 0.0873 memory: 16132 grad_norm: 1.6896 loss: 2.5060 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5060 2023/07/21 06:14:00 - mmengine - INFO - Epoch(train) [17][8840/9365] lr: 7.9418e-02 eta: 11:21:35 time: 0.6193 data_time: 0.0763 memory: 16132 grad_norm: 1.6649 loss: 2.4544 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.4544 2023/07/21 06:14:12 - mmengine - INFO - Epoch(train) [17][8860/9365] lr: 7.9373e-02 eta: 11:21:22 time: 0.5984 data_time: 0.1095 memory: 16132 grad_norm: 1.6843 loss: 2.5400 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.5400 2023/07/21 06:14:24 - mmengine - INFO - Epoch(train) [17][8880/9365] lr: 7.9328e-02 eta: 11:21:09 time: 0.6029 data_time: 0.0797 memory: 16132 grad_norm: 1.6294 loss: 2.3835 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.3835 2023/07/21 06:14:37 - mmengine - INFO - Epoch(train) [17][8900/9365] lr: 7.9284e-02 eta: 11:20:57 time: 0.6192 data_time: 0.0874 memory: 16132 grad_norm: 1.6588 loss: 2.4146 top1_acc: 0.2812 top5_acc: 0.5000 loss_cls: 2.4146 2023/07/21 06:14:49 - mmengine - INFO - Epoch(train) [17][8920/9365] lr: 7.9239e-02 eta: 11:20:45 time: 0.6167 data_time: 0.0795 memory: 16132 grad_norm: 1.6392 loss: 2.2860 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2860 2023/07/21 06:15:01 - mmengine - INFO - Epoch(train) [17][8940/9365] lr: 7.9195e-02 eta: 11:20:32 time: 0.6146 data_time: 0.0909 memory: 16132 grad_norm: 1.6627 loss: 2.5167 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.5167 2023/07/21 06:15:13 - mmengine - INFO - Epoch(train) [17][8960/9365] lr: 7.9150e-02 eta: 11:20:19 time: 0.5842 data_time: 0.0767 memory: 16132 grad_norm: 1.6444 loss: 2.4594 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.4594 2023/07/21 06:15:25 - mmengine - INFO - Epoch(train) [17][8980/9365] lr: 7.9106e-02 eta: 11:20:07 time: 0.6229 data_time: 0.0829 memory: 16132 grad_norm: 1.6693 loss: 2.5100 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.5100 2023/07/21 06:15:38 - mmengine - INFO - Epoch(train) [17][9000/9365] lr: 7.9061e-02 eta: 11:19:55 time: 0.6137 data_time: 0.0937 memory: 16132 grad_norm: 1.6618 loss: 2.3517 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.3517 2023/07/21 06:15:50 - mmengine - INFO - Epoch(train) [17][9020/9365] lr: 7.9017e-02 eta: 11:19:42 time: 0.6293 data_time: 0.0912 memory: 16132 grad_norm: 1.6779 loss: 2.5343 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5343 2023/07/21 06:16:03 - mmengine - INFO - Epoch(train) [17][9040/9365] lr: 7.8972e-02 eta: 11:19:30 time: 0.6212 data_time: 0.1284 memory: 16132 grad_norm: 1.6670 loss: 2.4965 top1_acc: 0.5625 top5_acc: 0.6562 loss_cls: 2.4965 2023/07/21 06:16:15 - mmengine - INFO - Epoch(train) [17][9060/9365] lr: 7.8927e-02 eta: 11:19:18 time: 0.6126 data_time: 0.0985 memory: 16132 grad_norm: 1.6655 loss: 2.4495 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.4495 2023/07/21 06:16:27 - mmengine - INFO - Epoch(train) [17][9080/9365] lr: 7.8883e-02 eta: 11:19:05 time: 0.5943 data_time: 0.0863 memory: 16132 grad_norm: 1.6591 loss: 2.5470 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5470 2023/07/21 06:16:39 - mmengine - INFO - Epoch(train) [17][9100/9365] lr: 7.8838e-02 eta: 11:18:52 time: 0.6115 data_time: 0.1006 memory: 16132 grad_norm: 1.6891 loss: 2.4628 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.4628 2023/07/21 06:16:52 - mmengine - INFO - Epoch(train) [17][9120/9365] lr: 7.8794e-02 eta: 11:18:40 time: 0.6294 data_time: 0.0878 memory: 16132 grad_norm: 1.6816 loss: 2.4545 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.4545 2023/07/21 06:17:04 - mmengine - INFO - Epoch(train) [17][9140/9365] lr: 7.8750e-02 eta: 11:18:28 time: 0.6228 data_time: 0.0806 memory: 16132 grad_norm: 1.6732 loss: 2.4397 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.4397 2023/07/21 06:17:17 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 06:17:17 - mmengine - INFO - Epoch(train) [17][9160/9365] lr: 7.8705e-02 eta: 11:18:15 time: 0.6095 data_time: 0.0879 memory: 16132 grad_norm: 1.6583 loss: 2.3563 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.3563 2023/07/21 06:17:29 - mmengine - INFO - Epoch(train) [17][9180/9365] lr: 7.8661e-02 eta: 11:18:03 time: 0.6207 data_time: 0.1285 memory: 16132 grad_norm: 1.6528 loss: 2.4923 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4923 2023/07/21 06:17:41 - mmengine - INFO - Epoch(train) [17][9200/9365] lr: 7.8616e-02 eta: 11:17:50 time: 0.6069 data_time: 0.0926 memory: 16132 grad_norm: 1.6429 loss: 2.4140 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4140 2023/07/21 06:17:53 - mmengine - INFO - Epoch(train) [17][9220/9365] lr: 7.8572e-02 eta: 11:17:38 time: 0.5826 data_time: 0.0813 memory: 16132 grad_norm: 1.6607 loss: 2.3693 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3693 2023/07/21 06:18:05 - mmengine - INFO - Epoch(train) [17][9240/9365] lr: 7.8527e-02 eta: 11:17:25 time: 0.6130 data_time: 0.1071 memory: 16132 grad_norm: 1.6731 loss: 2.4449 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 2.4449 2023/07/21 06:18:17 - mmengine - INFO - Epoch(train) [17][9260/9365] lr: 7.8483e-02 eta: 11:17:12 time: 0.6039 data_time: 0.0839 memory: 16132 grad_norm: 1.6354 loss: 2.3983 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.3983 2023/07/21 06:18:29 - mmengine - INFO - Epoch(train) [17][9280/9365] lr: 7.8439e-02 eta: 11:17:00 time: 0.5903 data_time: 0.0857 memory: 16132 grad_norm: 1.7110 loss: 2.4226 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.4226 2023/07/21 06:18:42 - mmengine - INFO - Epoch(train) [17][9300/9365] lr: 7.8394e-02 eta: 11:16:47 time: 0.6243 data_time: 0.0827 memory: 16132 grad_norm: 1.6873 loss: 2.5278 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.5278 2023/07/21 06:18:54 - mmengine - INFO - Epoch(train) [17][9320/9365] lr: 7.8350e-02 eta: 11:16:35 time: 0.5938 data_time: 0.0842 memory: 16132 grad_norm: 1.6422 loss: 2.3874 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.3874 2023/07/21 06:19:06 - mmengine - INFO - Epoch(train) [17][9340/9365] lr: 7.8305e-02 eta: 11:16:22 time: 0.5985 data_time: 0.0838 memory: 16132 grad_norm: 1.6932 loss: 2.4985 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.4985 2023/07/21 06:19:17 - mmengine - INFO - Epoch(train) [17][9360/9365] lr: 7.8261e-02 eta: 11:16:09 time: 0.5850 data_time: 0.0798 memory: 16132 grad_norm: 1.6629 loss: 2.4865 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4865 2023/07/21 06:19:20 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 06:19:20 - mmengine - INFO - Epoch(train) [17][9365/9365] lr: 7.8250e-02 eta: 11:16:06 time: 0.5491 data_time: 0.0766 memory: 16132 grad_norm: 1.6907 loss: 2.4766 top1_acc: 0.4167 top5_acc: 0.6250 loss_cls: 2.4766 2023/07/21 06:19:20 - mmengine - INFO - Saving checkpoint at 17 epochs 2023/07/21 06:19:37 - mmengine - INFO - Epoch(val) [17][20/78] eta: 0:00:46 time: 0.8073 data_time: 0.5227 memory: 3721 2023/07/21 06:19:51 - mmengine - INFO - Epoch(val) [17][40/78] eta: 0:00:27 time: 0.6564 data_time: 0.3528 memory: 3721 2023/07/21 06:20:00 - mmengine - INFO - Epoch(val) [17][60/78] eta: 0:00:11 time: 0.4866 data_time: 0.1924 memory: 3721 2023/07/21 06:20:13 - mmengine - INFO - Epoch(val) [17][78/78] acc/top1: 0.2743 acc/top5: 0.5089 acc/mean1: 0.2742 data_time: 0.3148 time: 0.6008 2023/07/21 06:20:35 - mmengine - INFO - Epoch(train) [18][ 20/9365] lr: 7.8206e-02 eta: 11:16:00 time: 1.0976 data_time: 0.3578 memory: 16132 grad_norm: 1.6505 loss: 2.4133 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4133 2023/07/21 06:20:47 - mmengine - INFO - Epoch(train) [18][ 40/9365] lr: 7.8161e-02 eta: 11:15:47 time: 0.5951 data_time: 0.0950 memory: 16132 grad_norm: 1.6640 loss: 2.4478 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.4478 2023/07/21 06:20:59 - mmengine - INFO - Epoch(train) [18][ 60/9365] lr: 7.8117e-02 eta: 11:15:35 time: 0.6059 data_time: 0.0876 memory: 16132 grad_norm: 1.6963 loss: 2.5559 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.5559 2023/07/21 06:21:11 - mmengine - INFO - Epoch(train) [18][ 80/9365] lr: 7.8073e-02 eta: 11:15:23 time: 0.6343 data_time: 0.0841 memory: 16132 grad_norm: 1.6470 loss: 2.4293 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.4293 2023/07/21 06:21:24 - mmengine - INFO - Epoch(train) [18][ 100/9365] lr: 7.8028e-02 eta: 11:15:10 time: 0.6148 data_time: 0.1089 memory: 16132 grad_norm: 1.6569 loss: 2.3450 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.3450 2023/07/21 06:21:36 - mmengine - INFO - Epoch(train) [18][ 120/9365] lr: 7.7984e-02 eta: 11:14:57 time: 0.5980 data_time: 0.0817 memory: 16132 grad_norm: 1.6668 loss: 2.3623 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.3623 2023/07/21 06:21:48 - mmengine - INFO - Epoch(train) [18][ 140/9365] lr: 7.7940e-02 eta: 11:14:45 time: 0.6167 data_time: 0.0764 memory: 16132 grad_norm: 1.6674 loss: 2.4775 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.4775 2023/07/21 06:22:00 - mmengine - INFO - Epoch(train) [18][ 160/9365] lr: 7.7895e-02 eta: 11:14:32 time: 0.5935 data_time: 0.0859 memory: 16132 grad_norm: 1.6367 loss: 2.3595 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.3595 2023/07/21 06:22:12 - mmengine - INFO - Epoch(train) [18][ 180/9365] lr: 7.7851e-02 eta: 11:14:20 time: 0.6133 data_time: 0.0957 memory: 16132 grad_norm: 1.6466 loss: 2.4071 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.4071 2023/07/21 06:22:24 - mmengine - INFO - Epoch(train) [18][ 200/9365] lr: 7.7807e-02 eta: 11:14:07 time: 0.5750 data_time: 0.0755 memory: 16132 grad_norm: 1.6636 loss: 2.4884 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4884 2023/07/21 06:22:36 - mmengine - INFO - Epoch(train) [18][ 220/9365] lr: 7.7763e-02 eta: 11:13:55 time: 0.6216 data_time: 0.0736 memory: 16132 grad_norm: 1.6798 loss: 2.5113 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.5113 2023/07/21 06:22:49 - mmengine - INFO - Epoch(train) [18][ 240/9365] lr: 7.7718e-02 eta: 11:13:42 time: 0.6184 data_time: 0.1107 memory: 16132 grad_norm: 1.6628 loss: 2.3495 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.3495 2023/07/21 06:23:01 - mmengine - INFO - Epoch(train) [18][ 260/9365] lr: 7.7674e-02 eta: 11:13:30 time: 0.6302 data_time: 0.1063 memory: 16132 grad_norm: 1.6510 loss: 2.3291 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.3291 2023/07/21 06:23:14 - mmengine - INFO - Epoch(train) [18][ 280/9365] lr: 7.7630e-02 eta: 11:13:18 time: 0.6416 data_time: 0.1015 memory: 16132 grad_norm: 1.6587 loss: 2.4613 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.4613 2023/07/21 06:23:27 - mmengine - INFO - Epoch(train) [18][ 300/9365] lr: 7.7586e-02 eta: 11:13:05 time: 0.6135 data_time: 0.0925 memory: 16132 grad_norm: 1.6805 loss: 2.4835 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.4835 2023/07/21 06:23:38 - mmengine - INFO - Epoch(train) [18][ 320/9365] lr: 7.7541e-02 eta: 11:12:53 time: 0.5865 data_time: 0.0863 memory: 16132 grad_norm: 1.6986 loss: 2.4275 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.4275 2023/07/21 06:23:50 - mmengine - INFO - Epoch(train) [18][ 340/9365] lr: 7.7497e-02 eta: 11:12:40 time: 0.6042 data_time: 0.1013 memory: 16132 grad_norm: 1.6766 loss: 2.4264 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.4264 2023/07/21 06:24:02 - mmengine - INFO - Epoch(train) [18][ 360/9365] lr: 7.7453e-02 eta: 11:12:27 time: 0.5775 data_time: 0.0713 memory: 16132 grad_norm: 1.6863 loss: 2.4580 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.4580 2023/07/21 06:24:14 - mmengine - INFO - Epoch(train) [18][ 380/9365] lr: 7.7409e-02 eta: 11:12:15 time: 0.6233 data_time: 0.0870 memory: 16132 grad_norm: 1.7151 loss: 2.5267 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5267 2023/07/21 06:24:27 - mmengine - INFO - Epoch(train) [18][ 400/9365] lr: 7.7365e-02 eta: 11:12:02 time: 0.6116 data_time: 0.0757 memory: 16132 grad_norm: 1.6850 loss: 2.4281 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.4281 2023/07/21 06:24:39 - mmengine - INFO - Epoch(train) [18][ 420/9365] lr: 7.7321e-02 eta: 11:11:50 time: 0.6182 data_time: 0.0765 memory: 16132 grad_norm: 1.6847 loss: 2.5677 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.5677 2023/07/21 06:24:52 - mmengine - INFO - Epoch(train) [18][ 440/9365] lr: 7.7276e-02 eta: 11:11:38 time: 0.6214 data_time: 0.0843 memory: 16132 grad_norm: 1.6858 loss: 2.3482 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.3482 2023/07/21 06:25:04 - mmengine - INFO - Epoch(train) [18][ 460/9365] lr: 7.7232e-02 eta: 11:11:25 time: 0.6025 data_time: 0.0884 memory: 16132 grad_norm: 1.6659 loss: 2.3282 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.3282 2023/07/21 06:25:16 - mmengine - INFO - Epoch(train) [18][ 480/9365] lr: 7.7188e-02 eta: 11:11:13 time: 0.6251 data_time: 0.0840 memory: 16132 grad_norm: 1.7044 loss: 2.3653 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.3653 2023/07/21 06:25:29 - mmengine - INFO - Epoch(train) [18][ 500/9365] lr: 7.7144e-02 eta: 11:11:00 time: 0.6201 data_time: 0.0824 memory: 16132 grad_norm: 1.6801 loss: 2.5315 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.5315 2023/07/21 06:25:42 - mmengine - INFO - Epoch(train) [18][ 520/9365] lr: 7.7100e-02 eta: 11:10:48 time: 0.6580 data_time: 0.0850 memory: 16132 grad_norm: 1.6666 loss: 2.3987 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3987 2023/07/21 06:25:54 - mmengine - INFO - Epoch(train) [18][ 540/9365] lr: 7.7056e-02 eta: 11:10:36 time: 0.5898 data_time: 0.0826 memory: 16132 grad_norm: 1.7022 loss: 2.3446 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.3446 2023/07/21 06:26:06 - mmengine - INFO - Epoch(train) [18][ 560/9365] lr: 7.7012e-02 eta: 11:10:23 time: 0.6332 data_time: 0.0808 memory: 16132 grad_norm: 1.6565 loss: 2.2821 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.2821 2023/07/21 06:26:19 - mmengine - INFO - Epoch(train) [18][ 580/9365] lr: 7.6968e-02 eta: 11:10:11 time: 0.6098 data_time: 0.0857 memory: 16132 grad_norm: 1.6825 loss: 2.3735 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.3735 2023/07/21 06:26:31 - mmengine - INFO - Epoch(train) [18][ 600/9365] lr: 7.6924e-02 eta: 11:09:59 time: 0.6276 data_time: 0.1016 memory: 16132 grad_norm: 1.7097 loss: 2.5268 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.5268 2023/07/21 06:26:43 - mmengine - INFO - Epoch(train) [18][ 620/9365] lr: 7.6879e-02 eta: 11:09:46 time: 0.6019 data_time: 0.0839 memory: 16132 grad_norm: 1.7001 loss: 2.5048 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.5048 2023/07/21 06:26:55 - mmengine - INFO - Epoch(train) [18][ 640/9365] lr: 7.6835e-02 eta: 11:09:33 time: 0.5870 data_time: 0.0780 memory: 16132 grad_norm: 1.6869 loss: 2.2512 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.2512 2023/07/21 06:27:08 - mmengine - INFO - Epoch(train) [18][ 660/9365] lr: 7.6791e-02 eta: 11:09:21 time: 0.6513 data_time: 0.0871 memory: 16132 grad_norm: 1.6820 loss: 2.3313 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3313 2023/07/21 06:27:20 - mmengine - INFO - Epoch(train) [18][ 680/9365] lr: 7.6747e-02 eta: 11:09:09 time: 0.6094 data_time: 0.0840 memory: 16132 grad_norm: 1.7109 loss: 2.3650 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3650 2023/07/21 06:27:33 - mmengine - INFO - Epoch(train) [18][ 700/9365] lr: 7.6703e-02 eta: 11:08:57 time: 0.6227 data_time: 0.1139 memory: 16132 grad_norm: 1.6465 loss: 2.3536 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.3536 2023/07/21 06:27:45 - mmengine - INFO - Epoch(train) [18][ 720/9365] lr: 7.6659e-02 eta: 11:08:44 time: 0.6048 data_time: 0.0972 memory: 16132 grad_norm: 1.6698 loss: 2.4681 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.4681 2023/07/21 06:27:57 - mmengine - INFO - Epoch(train) [18][ 740/9365] lr: 7.6615e-02 eta: 11:08:31 time: 0.5878 data_time: 0.0751 memory: 16132 grad_norm: 1.7045 loss: 2.3055 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.3055 2023/07/21 06:28:09 - mmengine - INFO - Epoch(train) [18][ 760/9365] lr: 7.6571e-02 eta: 11:08:19 time: 0.6163 data_time: 0.0829 memory: 16132 grad_norm: 1.7168 loss: 2.3351 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.3351 2023/07/21 06:28:21 - mmengine - INFO - Epoch(train) [18][ 780/9365] lr: 7.6527e-02 eta: 11:08:06 time: 0.6155 data_time: 0.0765 memory: 16132 grad_norm: 1.6897 loss: 2.4444 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4444 2023/07/21 06:28:31 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 06:28:34 - mmengine - INFO - Epoch(train) [18][ 800/9365] lr: 7.6483e-02 eta: 11:07:54 time: 0.6173 data_time: 0.1090 memory: 16132 grad_norm: 1.6519 loss: 2.5728 top1_acc: 0.4062 top5_acc: 0.8438 loss_cls: 2.5728 2023/07/21 06:28:46 - mmengine - INFO - Epoch(train) [18][ 820/9365] lr: 7.6439e-02 eta: 11:07:42 time: 0.6311 data_time: 0.0847 memory: 16132 grad_norm: 1.7017 loss: 2.4438 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.4438 2023/07/21 06:28:59 - mmengine - INFO - Epoch(train) [18][ 840/9365] lr: 7.6395e-02 eta: 11:07:29 time: 0.6238 data_time: 0.0803 memory: 16132 grad_norm: 1.6684 loss: 2.3182 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.3182 2023/07/21 06:29:11 - mmengine - INFO - Epoch(train) [18][ 860/9365] lr: 7.6351e-02 eta: 11:07:17 time: 0.5969 data_time: 0.0930 memory: 16132 grad_norm: 1.6778 loss: 2.3524 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.3524 2023/07/21 06:29:23 - mmengine - INFO - Epoch(train) [18][ 880/9365] lr: 7.6307e-02 eta: 11:07:04 time: 0.6225 data_time: 0.0829 memory: 16132 grad_norm: 1.7314 loss: 2.3890 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.3890 2023/07/21 06:29:36 - mmengine - INFO - Epoch(train) [18][ 900/9365] lr: 7.6264e-02 eta: 11:06:52 time: 0.6228 data_time: 0.0828 memory: 16132 grad_norm: 1.7364 loss: 2.3336 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.3336 2023/07/21 06:29:48 - mmengine - INFO - Epoch(train) [18][ 920/9365] lr: 7.6220e-02 eta: 11:06:40 time: 0.6037 data_time: 0.0872 memory: 16132 grad_norm: 1.6667 loss: 2.3910 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.3910 2023/07/21 06:30:00 - mmengine - INFO - Epoch(train) [18][ 940/9365] lr: 7.6176e-02 eta: 11:06:27 time: 0.6134 data_time: 0.1070 memory: 16132 grad_norm: 1.6764 loss: 2.5086 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5086 2023/07/21 06:30:12 - mmengine - INFO - Epoch(train) [18][ 960/9365] lr: 7.6132e-02 eta: 11:06:14 time: 0.5930 data_time: 0.0755 memory: 16132 grad_norm: 1.6751 loss: 2.3363 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.3363 2023/07/21 06:30:25 - mmengine - INFO - Epoch(train) [18][ 980/9365] lr: 7.6088e-02 eta: 11:06:02 time: 0.6272 data_time: 0.0849 memory: 16132 grad_norm: 1.6908 loss: 2.2962 top1_acc: 0.2500 top5_acc: 0.5938 loss_cls: 2.2962 2023/07/21 06:30:37 - mmengine - INFO - Epoch(train) [18][1000/9365] lr: 7.6044e-02 eta: 11:05:49 time: 0.5918 data_time: 0.0729 memory: 16132 grad_norm: 1.7360 loss: 2.5050 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.5050 2023/07/21 06:30:48 - mmengine - INFO - Epoch(train) [18][1020/9365] lr: 7.6000e-02 eta: 11:05:37 time: 0.5901 data_time: 0.0785 memory: 16132 grad_norm: 1.7050 loss: 2.3124 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.3124 2023/07/21 06:31:00 - mmengine - INFO - Epoch(train) [18][1040/9365] lr: 7.5956e-02 eta: 11:05:24 time: 0.5874 data_time: 0.0998 memory: 16132 grad_norm: 1.6643 loss: 2.5221 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.5221 2023/07/21 06:31:13 - mmengine - INFO - Epoch(train) [18][1060/9365] lr: 7.5912e-02 eta: 11:05:12 time: 0.6436 data_time: 0.0938 memory: 16132 grad_norm: 1.6870 loss: 2.5298 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 2.5298 2023/07/21 06:31:25 - mmengine - INFO - Epoch(train) [18][1080/9365] lr: 7.5869e-02 eta: 11:04:59 time: 0.6036 data_time: 0.1058 memory: 16132 grad_norm: 1.6683 loss: 2.3681 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.3681 2023/07/21 06:31:37 - mmengine - INFO - Epoch(train) [18][1100/9365] lr: 7.5825e-02 eta: 11:04:46 time: 0.5981 data_time: 0.0787 memory: 16132 grad_norm: 1.7090 loss: 2.5228 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.5228 2023/07/21 06:31:50 - mmengine - INFO - Epoch(train) [18][1120/9365] lr: 7.5781e-02 eta: 11:04:34 time: 0.6196 data_time: 0.1039 memory: 16132 grad_norm: 1.7130 loss: 2.3851 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.3851 2023/07/21 06:32:02 - mmengine - INFO - Epoch(train) [18][1140/9365] lr: 7.5737e-02 eta: 11:04:21 time: 0.5918 data_time: 0.0766 memory: 16132 grad_norm: 1.7096 loss: 2.3885 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.3885 2023/07/21 06:32:14 - mmengine - INFO - Epoch(train) [18][1160/9365] lr: 7.5693e-02 eta: 11:04:09 time: 0.6122 data_time: 0.0959 memory: 16132 grad_norm: 1.6802 loss: 2.5817 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.5817 2023/07/21 06:32:26 - mmengine - INFO - Epoch(train) [18][1180/9365] lr: 7.5650e-02 eta: 11:03:56 time: 0.6046 data_time: 0.0774 memory: 16132 grad_norm: 1.7264 loss: 2.4845 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.4845 2023/07/21 06:32:38 - mmengine - INFO - Epoch(train) [18][1200/9365] lr: 7.5606e-02 eta: 11:03:44 time: 0.6089 data_time: 0.0832 memory: 16132 grad_norm: 1.6823 loss: 2.3039 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.3039 2023/07/21 06:32:50 - mmengine - INFO - Epoch(train) [18][1220/9365] lr: 7.5562e-02 eta: 11:03:31 time: 0.6080 data_time: 0.0868 memory: 16132 grad_norm: 1.6754 loss: 2.4123 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.4123 2023/07/21 06:33:02 - mmengine - INFO - Epoch(train) [18][1240/9365] lr: 7.5518e-02 eta: 11:03:19 time: 0.6036 data_time: 0.0918 memory: 16132 grad_norm: 1.6944 loss: 2.4050 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4050 2023/07/21 06:33:15 - mmengine - INFO - Epoch(train) [18][1260/9365] lr: 7.5474e-02 eta: 11:03:06 time: 0.6175 data_time: 0.0824 memory: 16132 grad_norm: 1.7592 loss: 2.5269 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.5269 2023/07/21 06:33:27 - mmengine - INFO - Epoch(train) [18][1280/9365] lr: 7.5431e-02 eta: 11:02:54 time: 0.6194 data_time: 0.0958 memory: 16132 grad_norm: 1.6979 loss: 2.4880 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4880 2023/07/21 06:33:39 - mmengine - INFO - Epoch(train) [18][1300/9365] lr: 7.5387e-02 eta: 11:02:41 time: 0.6083 data_time: 0.0850 memory: 16132 grad_norm: 1.6641 loss: 2.4756 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.4756 2023/07/21 06:33:52 - mmengine - INFO - Epoch(train) [18][1320/9365] lr: 7.5343e-02 eta: 11:02:29 time: 0.6348 data_time: 0.1182 memory: 16132 grad_norm: 1.6917 loss: 2.4486 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.4486 2023/07/21 06:34:04 - mmengine - INFO - Epoch(train) [18][1340/9365] lr: 7.5300e-02 eta: 11:02:17 time: 0.6082 data_time: 0.0791 memory: 16132 grad_norm: 1.6402 loss: 2.1945 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.1945 2023/07/21 06:34:17 - mmengine - INFO - Epoch(train) [18][1360/9365] lr: 7.5256e-02 eta: 11:02:05 time: 0.6404 data_time: 0.0788 memory: 16132 grad_norm: 1.7056 loss: 2.4088 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.4088 2023/07/21 06:34:29 - mmengine - INFO - Epoch(train) [18][1380/9365] lr: 7.5212e-02 eta: 11:01:52 time: 0.6098 data_time: 0.0824 memory: 16132 grad_norm: 1.6851 loss: 2.3560 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3560 2023/07/21 06:34:42 - mmengine - INFO - Epoch(train) [18][1400/9365] lr: 7.5168e-02 eta: 11:01:40 time: 0.6198 data_time: 0.0796 memory: 16132 grad_norm: 1.6981 loss: 2.5663 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.5663 2023/07/21 06:34:54 - mmengine - INFO - Epoch(train) [18][1420/9365] lr: 7.5125e-02 eta: 11:01:27 time: 0.6169 data_time: 0.0881 memory: 16132 grad_norm: 1.7101 loss: 2.4377 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.4377 2023/07/21 06:35:06 - mmengine - INFO - Epoch(train) [18][1440/9365] lr: 7.5081e-02 eta: 11:01:15 time: 0.5978 data_time: 0.0733 memory: 16132 grad_norm: 1.7138 loss: 2.3824 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.3824 2023/07/21 06:35:18 - mmengine - INFO - Epoch(train) [18][1460/9365] lr: 7.5037e-02 eta: 11:01:02 time: 0.6075 data_time: 0.0743 memory: 16132 grad_norm: 1.6794 loss: 2.2630 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.2630 2023/07/21 06:35:31 - mmengine - INFO - Epoch(train) [18][1480/9365] lr: 7.4994e-02 eta: 11:00:50 time: 0.6315 data_time: 0.0753 memory: 16132 grad_norm: 1.6792 loss: 2.3958 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.3958 2023/07/21 06:35:43 - mmengine - INFO - Epoch(train) [18][1500/9365] lr: 7.4950e-02 eta: 11:00:37 time: 0.5978 data_time: 0.0812 memory: 16132 grad_norm: 1.6793 loss: 2.4946 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4946 2023/07/21 06:35:56 - mmengine - INFO - Epoch(train) [18][1520/9365] lr: 7.4907e-02 eta: 11:00:25 time: 0.6219 data_time: 0.0814 memory: 16132 grad_norm: 1.7249 loss: 2.4580 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4580 2023/07/21 06:36:07 - mmengine - INFO - Epoch(train) [18][1540/9365] lr: 7.4863e-02 eta: 11:00:12 time: 0.5909 data_time: 0.0956 memory: 16132 grad_norm: 1.7384 loss: 2.4722 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.4722 2023/07/21 06:36:19 - mmengine - INFO - Epoch(train) [18][1560/9365] lr: 7.4819e-02 eta: 11:00:00 time: 0.6027 data_time: 0.0911 memory: 16132 grad_norm: 1.7076 loss: 2.5142 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.5142 2023/07/21 06:36:31 - mmengine - INFO - Epoch(train) [18][1580/9365] lr: 7.4776e-02 eta: 10:59:47 time: 0.5879 data_time: 0.0830 memory: 16132 grad_norm: 1.7114 loss: 2.3514 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3514 2023/07/21 06:36:44 - mmengine - INFO - Epoch(train) [18][1600/9365] lr: 7.4732e-02 eta: 10:59:35 time: 0.6398 data_time: 0.0840 memory: 16132 grad_norm: 1.6808 loss: 2.4061 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4061 2023/07/21 06:36:56 - mmengine - INFO - Epoch(train) [18][1620/9365] lr: 7.4689e-02 eta: 10:59:22 time: 0.5962 data_time: 0.0879 memory: 16132 grad_norm: 1.6958 loss: 2.4950 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.4950 2023/07/21 06:37:09 - mmengine - INFO - Epoch(train) [18][1640/9365] lr: 7.4645e-02 eta: 10:59:10 time: 0.6315 data_time: 0.0830 memory: 16132 grad_norm: 1.6964 loss: 2.2582 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.2582 2023/07/21 06:37:21 - mmengine - INFO - Epoch(train) [18][1660/9365] lr: 7.4601e-02 eta: 10:58:57 time: 0.5997 data_time: 0.1022 memory: 16132 grad_norm: 1.6776 loss: 2.4314 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4314 2023/07/21 06:37:33 - mmengine - INFO - Epoch(train) [18][1680/9365] lr: 7.4558e-02 eta: 10:58:45 time: 0.6167 data_time: 0.0846 memory: 16132 grad_norm: 1.7021 loss: 2.3173 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3173 2023/07/21 06:37:46 - mmengine - INFO - Epoch(train) [18][1700/9365] lr: 7.4514e-02 eta: 10:58:33 time: 0.6273 data_time: 0.0850 memory: 16132 grad_norm: 1.6896 loss: 2.4119 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.4119 2023/07/21 06:37:58 - mmengine - INFO - Epoch(train) [18][1720/9365] lr: 7.4471e-02 eta: 10:58:20 time: 0.6136 data_time: 0.0781 memory: 16132 grad_norm: 1.7051 loss: 2.3084 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.3084 2023/07/21 06:38:10 - mmengine - INFO - Epoch(train) [18][1740/9365] lr: 7.4427e-02 eta: 10:58:08 time: 0.6223 data_time: 0.0844 memory: 16132 grad_norm: 1.6734 loss: 2.3497 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.3497 2023/07/21 06:38:23 - mmengine - INFO - Epoch(train) [18][1760/9365] lr: 7.4384e-02 eta: 10:57:55 time: 0.6066 data_time: 0.0807 memory: 16132 grad_norm: 1.7067 loss: 2.3981 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.3981 2023/07/21 06:38:35 - mmengine - INFO - Epoch(train) [18][1780/9365] lr: 7.4340e-02 eta: 10:57:43 time: 0.6150 data_time: 0.0830 memory: 16132 grad_norm: 1.6938 loss: 2.3778 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.3778 2023/07/21 06:38:44 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 06:38:47 - mmengine - INFO - Epoch(train) [18][1800/9365] lr: 7.4297e-02 eta: 10:57:30 time: 0.5996 data_time: 0.0938 memory: 16132 grad_norm: 1.7014 loss: 2.4704 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.4704 2023/07/21 06:39:00 - mmengine - INFO - Epoch(train) [18][1820/9365] lr: 7.4253e-02 eta: 10:57:18 time: 0.6251 data_time: 0.0827 memory: 16132 grad_norm: 1.6838 loss: 2.3759 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.3759 2023/07/21 06:39:12 - mmengine - INFO - Epoch(train) [18][1840/9365] lr: 7.4210e-02 eta: 10:57:05 time: 0.6137 data_time: 0.0840 memory: 16132 grad_norm: 1.7188 loss: 2.3859 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3859 2023/07/21 06:39:25 - mmengine - INFO - Epoch(train) [18][1860/9365] lr: 7.4166e-02 eta: 10:56:53 time: 0.6477 data_time: 0.1235 memory: 16132 grad_norm: 1.7189 loss: 2.4721 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.4721 2023/07/21 06:39:37 - mmengine - INFO - Epoch(train) [18][1880/9365] lr: 7.4123e-02 eta: 10:56:41 time: 0.5848 data_time: 0.0832 memory: 16132 grad_norm: 1.7055 loss: 2.5413 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5413 2023/07/21 06:39:49 - mmengine - INFO - Epoch(train) [18][1900/9365] lr: 7.4079e-02 eta: 10:56:28 time: 0.6206 data_time: 0.0947 memory: 16132 grad_norm: 1.7255 loss: 2.5127 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.5127 2023/07/21 06:40:01 - mmengine - INFO - Epoch(train) [18][1920/9365] lr: 7.4036e-02 eta: 10:56:16 time: 0.6114 data_time: 0.1167 memory: 16132 grad_norm: 1.6988 loss: 2.4693 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.4693 2023/07/21 06:40:14 - mmengine - INFO - Epoch(train) [18][1940/9365] lr: 7.3993e-02 eta: 10:56:03 time: 0.6151 data_time: 0.1008 memory: 16132 grad_norm: 1.6993 loss: 2.3793 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3793 2023/07/21 06:40:26 - mmengine - INFO - Epoch(train) [18][1960/9365] lr: 7.3949e-02 eta: 10:55:51 time: 0.6292 data_time: 0.1223 memory: 16132 grad_norm: 1.7382 loss: 2.4183 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.4183 2023/07/21 06:40:38 - mmengine - INFO - Epoch(train) [18][1980/9365] lr: 7.3906e-02 eta: 10:55:39 time: 0.6016 data_time: 0.0876 memory: 16132 grad_norm: 1.7187 loss: 2.2759 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.2759 2023/07/21 06:40:51 - mmengine - INFO - Epoch(train) [18][2000/9365] lr: 7.3862e-02 eta: 10:55:26 time: 0.6118 data_time: 0.0839 memory: 16132 grad_norm: 1.7061 loss: 2.5682 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 2.5682 2023/07/21 06:41:03 - mmengine - INFO - Epoch(train) [18][2020/9365] lr: 7.3819e-02 eta: 10:55:14 time: 0.6269 data_time: 0.0960 memory: 16132 grad_norm: 1.7292 loss: 2.2913 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2913 2023/07/21 06:41:16 - mmengine - INFO - Epoch(train) [18][2040/9365] lr: 7.3776e-02 eta: 10:55:02 time: 0.6284 data_time: 0.0873 memory: 16132 grad_norm: 1.7033 loss: 2.4139 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4139 2023/07/21 06:41:28 - mmengine - INFO - Epoch(train) [18][2060/9365] lr: 7.3732e-02 eta: 10:54:49 time: 0.6205 data_time: 0.0888 memory: 16132 grad_norm: 1.7259 loss: 2.4666 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4666 2023/07/21 06:41:40 - mmengine - INFO - Epoch(train) [18][2080/9365] lr: 7.3689e-02 eta: 10:54:37 time: 0.6130 data_time: 0.0908 memory: 16132 grad_norm: 1.7334 loss: 2.3307 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.3307 2023/07/21 06:41:53 - mmengine - INFO - Epoch(train) [18][2100/9365] lr: 7.3646e-02 eta: 10:54:24 time: 0.6155 data_time: 0.0780 memory: 16132 grad_norm: 1.7295 loss: 2.3635 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.3635 2023/07/21 06:42:05 - mmengine - INFO - Epoch(train) [18][2120/9365] lr: 7.3602e-02 eta: 10:54:12 time: 0.6301 data_time: 0.0806 memory: 16132 grad_norm: 1.7074 loss: 2.4209 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4209 2023/07/21 06:42:19 - mmengine - INFO - Epoch(train) [18][2140/9365] lr: 7.3559e-02 eta: 10:54:00 time: 0.6589 data_time: 0.0898 memory: 16132 grad_norm: 1.6872 loss: 2.4553 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4553 2023/07/21 06:42:31 - mmengine - INFO - Epoch(train) [18][2160/9365] lr: 7.3516e-02 eta: 10:53:48 time: 0.6032 data_time: 0.0894 memory: 16132 grad_norm: 1.6986 loss: 2.5850 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5850 2023/07/21 06:42:43 - mmengine - INFO - Epoch(train) [18][2180/9365] lr: 7.3472e-02 eta: 10:53:35 time: 0.6111 data_time: 0.1260 memory: 16132 grad_norm: 1.7340 loss: 2.4407 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.4407 2023/07/21 06:42:55 - mmengine - INFO - Epoch(train) [18][2200/9365] lr: 7.3429e-02 eta: 10:53:23 time: 0.6184 data_time: 0.1012 memory: 16132 grad_norm: 1.7230 loss: 2.5142 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5142 2023/07/21 06:43:07 - mmengine - INFO - Epoch(train) [18][2220/9365] lr: 7.3386e-02 eta: 10:53:10 time: 0.6043 data_time: 0.0842 memory: 16132 grad_norm: 1.6990 loss: 2.4810 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.4810 2023/07/21 06:43:20 - mmengine - INFO - Epoch(train) [18][2240/9365] lr: 7.3342e-02 eta: 10:52:58 time: 0.6263 data_time: 0.0782 memory: 16132 grad_norm: 1.6976 loss: 2.3585 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.3585 2023/07/21 06:43:32 - mmengine - INFO - Epoch(train) [18][2260/9365] lr: 7.3299e-02 eta: 10:52:46 time: 0.6178 data_time: 0.0847 memory: 16132 grad_norm: 1.6969 loss: 2.3319 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.3319 2023/07/21 06:43:45 - mmengine - INFO - Epoch(train) [18][2280/9365] lr: 7.3256e-02 eta: 10:52:33 time: 0.6238 data_time: 0.0745 memory: 16132 grad_norm: 1.7363 loss: 2.5440 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.5440 2023/07/21 06:43:57 - mmengine - INFO - Epoch(train) [18][2300/9365] lr: 7.3213e-02 eta: 10:52:21 time: 0.6064 data_time: 0.0839 memory: 16132 grad_norm: 1.7243 loss: 2.5187 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.5187 2023/07/21 06:44:09 - mmengine - INFO - Epoch(train) [18][2320/9365] lr: 7.3169e-02 eta: 10:52:08 time: 0.6139 data_time: 0.1077 memory: 16132 grad_norm: 1.7026 loss: 2.4961 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.4961 2023/07/21 06:44:22 - mmengine - INFO - Epoch(train) [18][2340/9365] lr: 7.3126e-02 eta: 10:51:56 time: 0.6030 data_time: 0.0842 memory: 16132 grad_norm: 1.6876 loss: 2.5855 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.5855 2023/07/21 06:44:34 - mmengine - INFO - Epoch(train) [18][2360/9365] lr: 7.3083e-02 eta: 10:51:43 time: 0.6184 data_time: 0.0835 memory: 16132 grad_norm: 1.6991 loss: 2.4382 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4382 2023/07/21 06:44:47 - mmengine - INFO - Epoch(train) [18][2380/9365] lr: 7.3040e-02 eta: 10:51:31 time: 0.6413 data_time: 0.0888 memory: 16132 grad_norm: 1.7181 loss: 2.5763 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.5763 2023/07/21 06:44:59 - mmengine - INFO - Epoch(train) [18][2400/9365] lr: 7.2997e-02 eta: 10:51:19 time: 0.5924 data_time: 0.0890 memory: 16132 grad_norm: 1.6745 loss: 2.3569 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.3569 2023/07/21 06:45:11 - mmengine - INFO - Epoch(train) [18][2420/9365] lr: 7.2953e-02 eta: 10:51:06 time: 0.6098 data_time: 0.1086 memory: 16132 grad_norm: 1.7248 loss: 2.3382 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.3382 2023/07/21 06:45:23 - mmengine - INFO - Epoch(train) [18][2440/9365] lr: 7.2910e-02 eta: 10:50:54 time: 0.6160 data_time: 0.1078 memory: 16132 grad_norm: 1.7306 loss: 2.4715 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.4715 2023/07/21 06:45:35 - mmengine - INFO - Epoch(train) [18][2460/9365] lr: 7.2867e-02 eta: 10:50:41 time: 0.6019 data_time: 0.0804 memory: 16132 grad_norm: 1.6810 loss: 2.6730 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.6730 2023/07/21 06:45:48 - mmengine - INFO - Epoch(train) [18][2480/9365] lr: 7.2824e-02 eta: 10:50:29 time: 0.6236 data_time: 0.0817 memory: 16132 grad_norm: 1.6886 loss: 2.2963 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.2963 2023/07/21 06:46:00 - mmengine - INFO - Epoch(train) [18][2500/9365] lr: 7.2781e-02 eta: 10:50:16 time: 0.6134 data_time: 0.0861 memory: 16132 grad_norm: 1.7105 loss: 2.3965 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.3965 2023/07/21 06:46:12 - mmengine - INFO - Epoch(train) [18][2520/9365] lr: 7.2738e-02 eta: 10:50:04 time: 0.5917 data_time: 0.0788 memory: 16132 grad_norm: 1.7258 loss: 2.3939 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.3939 2023/07/21 06:46:24 - mmengine - INFO - Epoch(train) [18][2540/9365] lr: 7.2694e-02 eta: 10:49:51 time: 0.6070 data_time: 0.0839 memory: 16132 grad_norm: 1.7003 loss: 2.4971 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 2.4971 2023/07/21 06:46:36 - mmengine - INFO - Epoch(train) [18][2560/9365] lr: 7.2651e-02 eta: 10:49:38 time: 0.6046 data_time: 0.0965 memory: 16132 grad_norm: 1.7178 loss: 2.4334 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4334 2023/07/21 06:46:49 - mmengine - INFO - Epoch(train) [18][2580/9365] lr: 7.2608e-02 eta: 10:49:26 time: 0.6101 data_time: 0.0817 memory: 16132 grad_norm: 1.7194 loss: 2.6983 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.6983 2023/07/21 06:47:01 - mmengine - INFO - Epoch(train) [18][2600/9365] lr: 7.2565e-02 eta: 10:49:14 time: 0.6243 data_time: 0.0888 memory: 16132 grad_norm: 1.7289 loss: 2.6041 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6041 2023/07/21 06:47:13 - mmengine - INFO - Epoch(train) [18][2620/9365] lr: 7.2522e-02 eta: 10:49:01 time: 0.6197 data_time: 0.1278 memory: 16132 grad_norm: 1.7492 loss: 2.3956 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.3956 2023/07/21 06:47:26 - mmengine - INFO - Epoch(train) [18][2640/9365] lr: 7.2479e-02 eta: 10:48:49 time: 0.6135 data_time: 0.1061 memory: 16132 grad_norm: 1.7021 loss: 2.5463 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.5463 2023/07/21 06:47:38 - mmengine - INFO - Epoch(train) [18][2660/9365] lr: 7.2436e-02 eta: 10:48:37 time: 0.6234 data_time: 0.0844 memory: 16132 grad_norm: 1.7232 loss: 2.2894 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.2894 2023/07/21 06:47:51 - mmengine - INFO - Epoch(train) [18][2680/9365] lr: 7.2393e-02 eta: 10:48:24 time: 0.6221 data_time: 0.0860 memory: 16132 grad_norm: 1.7312 loss: 2.4068 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4068 2023/07/21 06:48:03 - mmengine - INFO - Epoch(train) [18][2700/9365] lr: 7.2350e-02 eta: 10:48:12 time: 0.6263 data_time: 0.0764 memory: 16132 grad_norm: 1.6764 loss: 2.4196 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.4196 2023/07/21 06:48:16 - mmengine - INFO - Epoch(train) [18][2720/9365] lr: 7.2307e-02 eta: 10:48:00 time: 0.6167 data_time: 0.0928 memory: 16132 grad_norm: 1.7073 loss: 2.4690 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4690 2023/07/21 06:48:28 - mmengine - INFO - Epoch(train) [18][2740/9365] lr: 7.2264e-02 eta: 10:47:47 time: 0.6243 data_time: 0.0883 memory: 16132 grad_norm: 1.7247 loss: 2.3780 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.3780 2023/07/21 06:48:40 - mmengine - INFO - Epoch(train) [18][2760/9365] lr: 7.2221e-02 eta: 10:47:35 time: 0.6020 data_time: 0.0860 memory: 16132 grad_norm: 1.6962 loss: 2.3996 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.3996 2023/07/21 06:48:52 - mmengine - INFO - Epoch(train) [18][2780/9365] lr: 7.2178e-02 eta: 10:47:22 time: 0.5932 data_time: 0.0848 memory: 16132 grad_norm: 1.7019 loss: 2.2587 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2587 2023/07/21 06:49:02 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 06:49:04 - mmengine - INFO - Epoch(train) [18][2800/9365] lr: 7.2135e-02 eta: 10:47:09 time: 0.6099 data_time: 0.1060 memory: 16132 grad_norm: 1.7653 loss: 2.3729 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3729 2023/07/21 06:49:17 - mmengine - INFO - Epoch(train) [18][2820/9365] lr: 7.2092e-02 eta: 10:46:57 time: 0.6216 data_time: 0.1022 memory: 16132 grad_norm: 1.6950 loss: 2.5432 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5432 2023/07/21 06:49:29 - mmengine - INFO - Epoch(train) [18][2840/9365] lr: 7.2049e-02 eta: 10:46:45 time: 0.6146 data_time: 0.0843 memory: 16132 grad_norm: 1.7281 loss: 2.4229 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4229 2023/07/21 06:49:42 - mmengine - INFO - Epoch(train) [18][2860/9365] lr: 7.2006e-02 eta: 10:46:33 time: 0.6372 data_time: 0.0827 memory: 16132 grad_norm: 1.7121 loss: 2.3167 top1_acc: 0.3438 top5_acc: 0.7812 loss_cls: 2.3167 2023/07/21 06:49:54 - mmengine - INFO - Epoch(train) [18][2880/9365] lr: 7.1963e-02 eta: 10:46:20 time: 0.6179 data_time: 0.0932 memory: 16132 grad_norm: 1.7072 loss: 2.4539 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4539 2023/07/21 06:50:07 - mmengine - INFO - Epoch(train) [18][2900/9365] lr: 7.1920e-02 eta: 10:46:08 time: 0.6110 data_time: 0.0860 memory: 16132 grad_norm: 1.7040 loss: 2.4603 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4603 2023/07/21 06:50:19 - mmengine - INFO - Epoch(train) [18][2920/9365] lr: 7.1877e-02 eta: 10:45:55 time: 0.6085 data_time: 0.0812 memory: 16132 grad_norm: 1.7450 loss: 2.5594 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.5594 2023/07/21 06:50:31 - mmengine - INFO - Epoch(train) [18][2940/9365] lr: 7.1834e-02 eta: 10:45:43 time: 0.6256 data_time: 0.0888 memory: 16132 grad_norm: 1.6983 loss: 2.3680 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3680 2023/07/21 06:50:44 - mmengine - INFO - Epoch(train) [18][2960/9365] lr: 7.1791e-02 eta: 10:45:31 time: 0.6477 data_time: 0.0870 memory: 16132 grad_norm: 1.7163 loss: 2.5643 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 2.5643 2023/07/21 06:50:56 - mmengine - INFO - Epoch(train) [18][2980/9365] lr: 7.1748e-02 eta: 10:45:18 time: 0.5940 data_time: 0.0980 memory: 16132 grad_norm: 1.7063 loss: 2.3515 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.3515 2023/07/21 06:51:08 - mmengine - INFO - Epoch(train) [18][3000/9365] lr: 7.1705e-02 eta: 10:45:06 time: 0.6018 data_time: 0.0819 memory: 16132 grad_norm: 1.7292 loss: 2.4658 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.4658 2023/07/21 06:51:21 - mmengine - INFO - Epoch(train) [18][3020/9365] lr: 7.1662e-02 eta: 10:44:53 time: 0.6383 data_time: 0.0823 memory: 16132 grad_norm: 1.7422 loss: 2.4990 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.4990 2023/07/21 06:51:33 - mmengine - INFO - Epoch(train) [18][3040/9365] lr: 7.1620e-02 eta: 10:44:41 time: 0.6015 data_time: 0.0873 memory: 16132 grad_norm: 1.7232 loss: 2.3416 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.3416 2023/07/21 06:51:46 - mmengine - INFO - Epoch(train) [18][3060/9365] lr: 7.1577e-02 eta: 10:44:29 time: 0.6415 data_time: 0.0861 memory: 16132 grad_norm: 1.6773 loss: 2.2563 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.2563 2023/07/21 06:51:58 - mmengine - INFO - Epoch(train) [18][3080/9365] lr: 7.1534e-02 eta: 10:44:16 time: 0.6157 data_time: 0.0887 memory: 16132 grad_norm: 1.7231 loss: 2.4279 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.4279 2023/07/21 06:52:11 - mmengine - INFO - Epoch(train) [18][3100/9365] lr: 7.1491e-02 eta: 10:44:04 time: 0.6134 data_time: 0.0926 memory: 16132 grad_norm: 1.7289 loss: 2.3996 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.3996 2023/07/21 06:52:23 - mmengine - INFO - Epoch(train) [18][3120/9365] lr: 7.1448e-02 eta: 10:43:52 time: 0.6266 data_time: 0.0832 memory: 16132 grad_norm: 1.7352 loss: 2.5304 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.5304 2023/07/21 06:52:35 - mmengine - INFO - Epoch(train) [18][3140/9365] lr: 7.1405e-02 eta: 10:43:39 time: 0.5916 data_time: 0.1140 memory: 16132 grad_norm: 1.6952 loss: 2.3018 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3018 2023/07/21 06:52:48 - mmengine - INFO - Epoch(train) [18][3160/9365] lr: 7.1363e-02 eta: 10:43:27 time: 0.6455 data_time: 0.1336 memory: 16132 grad_norm: 1.7635 loss: 2.3949 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3949 2023/07/21 06:53:00 - mmengine - INFO - Epoch(train) [18][3180/9365] lr: 7.1320e-02 eta: 10:43:14 time: 0.6005 data_time: 0.0893 memory: 16132 grad_norm: 1.6949 loss: 2.3625 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3625 2023/07/21 06:53:13 - mmengine - INFO - Epoch(train) [18][3200/9365] lr: 7.1277e-02 eta: 10:43:02 time: 0.6538 data_time: 0.1272 memory: 16132 grad_norm: 1.7159 loss: 2.4591 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.4591 2023/07/21 06:53:25 - mmengine - INFO - Epoch(train) [18][3220/9365] lr: 7.1234e-02 eta: 10:42:50 time: 0.5867 data_time: 0.0987 memory: 16132 grad_norm: 1.7470 loss: 2.4225 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.4225 2023/07/21 06:53:37 - mmengine - INFO - Epoch(train) [18][3240/9365] lr: 7.1191e-02 eta: 10:42:37 time: 0.6207 data_time: 0.0828 memory: 16132 grad_norm: 1.7170 loss: 2.3639 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3639 2023/07/21 06:53:49 - mmengine - INFO - Epoch(train) [18][3260/9365] lr: 7.1149e-02 eta: 10:42:24 time: 0.5741 data_time: 0.0822 memory: 16132 grad_norm: 1.7069 loss: 2.3608 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.3608 2023/07/21 06:54:02 - mmengine - INFO - Epoch(train) [18][3280/9365] lr: 7.1106e-02 eta: 10:42:12 time: 0.6409 data_time: 0.0757 memory: 16132 grad_norm: 1.7151 loss: 2.4617 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.4617 2023/07/21 06:54:14 - mmengine - INFO - Epoch(train) [18][3300/9365] lr: 7.1063e-02 eta: 10:41:59 time: 0.5857 data_time: 0.0829 memory: 16132 grad_norm: 1.7459 loss: 2.4632 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4632 2023/07/21 06:54:25 - mmengine - INFO - Epoch(train) [18][3320/9365] lr: 7.1020e-02 eta: 10:41:47 time: 0.5901 data_time: 0.0868 memory: 16132 grad_norm: 1.7463 loss: 2.4642 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.4642 2023/07/21 06:54:37 - mmengine - INFO - Epoch(train) [18][3340/9365] lr: 7.0978e-02 eta: 10:41:34 time: 0.6048 data_time: 0.0769 memory: 16132 grad_norm: 1.7448 loss: 2.3670 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.3670 2023/07/21 06:54:51 - mmengine - INFO - Epoch(train) [18][3360/9365] lr: 7.0935e-02 eta: 10:41:22 time: 0.6502 data_time: 0.0832 memory: 16132 grad_norm: 1.7163 loss: 2.3324 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.3324 2023/07/21 06:55:02 - mmengine - INFO - Epoch(train) [18][3380/9365] lr: 7.0892e-02 eta: 10:41:09 time: 0.5922 data_time: 0.1034 memory: 16132 grad_norm: 1.7229 loss: 2.4985 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.4985 2023/07/21 06:55:15 - mmengine - INFO - Epoch(train) [18][3400/9365] lr: 7.0850e-02 eta: 10:40:57 time: 0.6242 data_time: 0.0933 memory: 16132 grad_norm: 1.7239 loss: 2.6948 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.6948 2023/07/21 06:55:27 - mmengine - INFO - Epoch(train) [18][3420/9365] lr: 7.0807e-02 eta: 10:40:45 time: 0.6257 data_time: 0.1104 memory: 16132 grad_norm: 1.7213 loss: 2.5030 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.5030 2023/07/21 06:55:40 - mmengine - INFO - Epoch(train) [18][3440/9365] lr: 7.0764e-02 eta: 10:40:32 time: 0.6125 data_time: 0.0837 memory: 16132 grad_norm: 1.7216 loss: 2.5134 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.5134 2023/07/21 06:55:52 - mmengine - INFO - Epoch(train) [18][3460/9365] lr: 7.0722e-02 eta: 10:40:20 time: 0.5965 data_time: 0.0970 memory: 16132 grad_norm: 1.7318 loss: 2.2948 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.2948 2023/07/21 06:56:04 - mmengine - INFO - Epoch(train) [18][3480/9365] lr: 7.0679e-02 eta: 10:40:07 time: 0.6201 data_time: 0.0791 memory: 16132 grad_norm: 1.7637 loss: 2.4418 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.4418 2023/07/21 06:56:16 - mmengine - INFO - Epoch(train) [18][3500/9365] lr: 7.0636e-02 eta: 10:39:55 time: 0.6058 data_time: 0.0862 memory: 16132 grad_norm: 1.7280 loss: 2.3339 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3339 2023/07/21 06:56:28 - mmengine - INFO - Epoch(train) [18][3520/9365] lr: 7.0594e-02 eta: 10:39:42 time: 0.5924 data_time: 0.0920 memory: 16132 grad_norm: 1.7118 loss: 2.3662 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3662 2023/07/21 06:56:41 - mmengine - INFO - Epoch(train) [18][3540/9365] lr: 7.0551e-02 eta: 10:39:30 time: 0.6258 data_time: 0.0872 memory: 16132 grad_norm: 1.7541 loss: 2.6084 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6084 2023/07/21 06:56:53 - mmengine - INFO - Epoch(train) [18][3560/9365] lr: 7.0508e-02 eta: 10:39:17 time: 0.5998 data_time: 0.0786 memory: 16132 grad_norm: 1.7478 loss: 2.5186 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5186 2023/07/21 06:57:05 - mmengine - INFO - Epoch(train) [18][3580/9365] lr: 7.0466e-02 eta: 10:39:05 time: 0.6140 data_time: 0.0770 memory: 16132 grad_norm: 1.7348 loss: 2.5838 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.5838 2023/07/21 06:57:18 - mmengine - INFO - Epoch(train) [18][3600/9365] lr: 7.0423e-02 eta: 10:38:53 time: 0.6393 data_time: 0.0878 memory: 16132 grad_norm: 1.7211 loss: 2.3833 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.3833 2023/07/21 06:57:30 - mmengine - INFO - Epoch(train) [18][3620/9365] lr: 7.0381e-02 eta: 10:38:40 time: 0.6239 data_time: 0.0877 memory: 16132 grad_norm: 1.7301 loss: 2.4702 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4702 2023/07/21 06:57:43 - mmengine - INFO - Epoch(train) [18][3640/9365] lr: 7.0338e-02 eta: 10:38:28 time: 0.6056 data_time: 0.1000 memory: 16132 grad_norm: 1.7795 loss: 2.3337 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.3337 2023/07/21 06:57:54 - mmengine - INFO - Epoch(train) [18][3660/9365] lr: 7.0295e-02 eta: 10:38:15 time: 0.5860 data_time: 0.0878 memory: 16132 grad_norm: 1.7110 loss: 2.2926 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.2926 2023/07/21 06:58:06 - mmengine - INFO - Epoch(train) [18][3680/9365] lr: 7.0253e-02 eta: 10:38:02 time: 0.5919 data_time: 0.0861 memory: 16132 grad_norm: 1.7221 loss: 2.3762 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.3762 2023/07/21 06:58:19 - mmengine - INFO - Epoch(train) [18][3700/9365] lr: 7.0210e-02 eta: 10:37:50 time: 0.6174 data_time: 0.0945 memory: 16132 grad_norm: 1.7742 loss: 2.3486 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3486 2023/07/21 06:58:30 - mmengine - INFO - Epoch(train) [18][3720/9365] lr: 7.0168e-02 eta: 10:37:37 time: 0.5819 data_time: 0.0775 memory: 16132 grad_norm: 1.7327 loss: 2.4468 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.4468 2023/07/21 06:58:42 - mmengine - INFO - Epoch(train) [18][3740/9365] lr: 7.0125e-02 eta: 10:37:24 time: 0.6005 data_time: 0.0773 memory: 16132 grad_norm: 1.7359 loss: 2.3292 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.3292 2023/07/21 06:58:54 - mmengine - INFO - Epoch(train) [18][3760/9365] lr: 7.0083e-02 eta: 10:37:12 time: 0.6016 data_time: 0.0902 memory: 16132 grad_norm: 1.7705 loss: 2.4072 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4072 2023/07/21 06:59:07 - mmengine - INFO - Epoch(train) [18][3780/9365] lr: 7.0040e-02 eta: 10:37:00 time: 0.6221 data_time: 0.0768 memory: 16132 grad_norm: 1.7393 loss: 2.4093 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.4093 2023/07/21 06:59:16 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 06:59:19 - mmengine - INFO - Epoch(train) [18][3800/9365] lr: 6.9998e-02 eta: 10:36:47 time: 0.6199 data_time: 0.0959 memory: 16132 grad_norm: 1.7499 loss: 2.5017 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.5017 2023/07/21 06:59:31 - mmengine - INFO - Epoch(train) [18][3820/9365] lr: 6.9955e-02 eta: 10:36:35 time: 0.6064 data_time: 0.0801 memory: 16132 grad_norm: 1.7185 loss: 2.3534 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.3534 2023/07/21 06:59:44 - mmengine - INFO - Epoch(train) [18][3840/9365] lr: 6.9913e-02 eta: 10:36:22 time: 0.6335 data_time: 0.1021 memory: 16132 grad_norm: 1.6987 loss: 2.3292 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.3292 2023/07/21 06:59:56 - mmengine - INFO - Epoch(train) [18][3860/9365] lr: 6.9870e-02 eta: 10:36:10 time: 0.5992 data_time: 0.0887 memory: 16132 grad_norm: 1.7275 loss: 2.3427 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.3427 2023/07/21 07:00:08 - mmengine - INFO - Epoch(train) [18][3880/9365] lr: 6.9828e-02 eta: 10:35:57 time: 0.6148 data_time: 0.0852 memory: 16132 grad_norm: 1.7493 loss: 2.3625 top1_acc: 0.6562 top5_acc: 0.7188 loss_cls: 2.3625 2023/07/21 07:00:21 - mmengine - INFO - Epoch(train) [18][3900/9365] lr: 6.9785e-02 eta: 10:35:45 time: 0.6069 data_time: 0.0837 memory: 16132 grad_norm: 1.6902 loss: 2.5232 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.5232 2023/07/21 07:00:33 - mmengine - INFO - Epoch(train) [18][3920/9365] lr: 6.9743e-02 eta: 10:35:33 time: 0.6316 data_time: 0.0827 memory: 16132 grad_norm: 1.7318 loss: 2.3656 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.3656 2023/07/21 07:00:46 - mmengine - INFO - Epoch(train) [18][3940/9365] lr: 6.9701e-02 eta: 10:35:21 time: 0.6443 data_time: 0.0864 memory: 16132 grad_norm: 1.7241 loss: 2.4105 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.4105 2023/07/21 07:00:58 - mmengine - INFO - Epoch(train) [18][3960/9365] lr: 6.9658e-02 eta: 10:35:08 time: 0.5946 data_time: 0.0934 memory: 16132 grad_norm: 1.7596 loss: 2.5070 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5070 2023/07/21 07:01:10 - mmengine - INFO - Epoch(train) [18][3980/9365] lr: 6.9616e-02 eta: 10:34:55 time: 0.5925 data_time: 0.0755 memory: 16132 grad_norm: 1.7315 loss: 2.6012 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.6012 2023/07/21 07:01:23 - mmengine - INFO - Epoch(train) [18][4000/9365] lr: 6.9573e-02 eta: 10:34:43 time: 0.6501 data_time: 0.0932 memory: 16132 grad_norm: 1.7427 loss: 2.3622 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3622 2023/07/21 07:01:35 - mmengine - INFO - Epoch(train) [18][4020/9365] lr: 6.9531e-02 eta: 10:34:31 time: 0.6002 data_time: 0.0970 memory: 16132 grad_norm: 1.7060 loss: 2.3982 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.3982 2023/07/21 07:01:48 - mmengine - INFO - Epoch(train) [18][4040/9365] lr: 6.9489e-02 eta: 10:34:19 time: 0.6496 data_time: 0.0867 memory: 16132 grad_norm: 1.7689 loss: 2.3045 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3045 2023/07/21 07:02:00 - mmengine - INFO - Epoch(train) [18][4060/9365] lr: 6.9446e-02 eta: 10:34:06 time: 0.6044 data_time: 0.1029 memory: 16132 grad_norm: 1.7226 loss: 2.2719 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.2719 2023/07/21 07:02:13 - mmengine - INFO - Epoch(train) [18][4080/9365] lr: 6.9404e-02 eta: 10:33:54 time: 0.6219 data_time: 0.0823 memory: 16132 grad_norm: 1.7535 loss: 2.3076 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.3076 2023/07/21 07:02:25 - mmengine - INFO - Epoch(train) [18][4100/9365] lr: 6.9362e-02 eta: 10:33:41 time: 0.5896 data_time: 0.0980 memory: 16132 grad_norm: 1.7464 loss: 2.4247 top1_acc: 0.2812 top5_acc: 0.7500 loss_cls: 2.4247 2023/07/21 07:02:37 - mmengine - INFO - Epoch(train) [18][4120/9365] lr: 6.9319e-02 eta: 10:33:29 time: 0.6147 data_time: 0.0780 memory: 16132 grad_norm: 1.7278 loss: 2.3932 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3932 2023/07/21 07:02:49 - mmengine - INFO - Epoch(train) [18][4140/9365] lr: 6.9277e-02 eta: 10:33:16 time: 0.5852 data_time: 0.0802 memory: 16132 grad_norm: 1.7410 loss: 2.4141 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4141 2023/07/21 07:03:01 - mmengine - INFO - Epoch(train) [18][4160/9365] lr: 6.9235e-02 eta: 10:33:04 time: 0.6441 data_time: 0.0836 memory: 16132 grad_norm: 1.7831 loss: 2.5472 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.5472 2023/07/21 07:03:13 - mmengine - INFO - Epoch(train) [18][4180/9365] lr: 6.9192e-02 eta: 10:32:51 time: 0.5903 data_time: 0.0888 memory: 16132 grad_norm: 1.7232 loss: 2.4248 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.4248 2023/07/21 07:03:26 - mmengine - INFO - Epoch(train) [18][4200/9365] lr: 6.9150e-02 eta: 10:32:39 time: 0.6316 data_time: 0.0849 memory: 16132 grad_norm: 1.7455 loss: 2.4079 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.4079 2023/07/21 07:03:38 - mmengine - INFO - Epoch(train) [18][4220/9365] lr: 6.9108e-02 eta: 10:32:26 time: 0.6047 data_time: 0.0910 memory: 16132 grad_norm: 1.7426 loss: 2.4333 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.4333 2023/07/21 07:03:50 - mmengine - INFO - Epoch(train) [18][4240/9365] lr: 6.9066e-02 eta: 10:32:14 time: 0.6148 data_time: 0.0952 memory: 16132 grad_norm: 1.7397 loss: 2.3933 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3933 2023/07/21 07:04:03 - mmengine - INFO - Epoch(train) [18][4260/9365] lr: 6.9023e-02 eta: 10:32:02 time: 0.6266 data_time: 0.0811 memory: 16132 grad_norm: 1.7443 loss: 2.4567 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4567 2023/07/21 07:04:15 - mmengine - INFO - Epoch(train) [18][4280/9365] lr: 6.8981e-02 eta: 10:31:49 time: 0.5840 data_time: 0.0858 memory: 16132 grad_norm: 1.7490 loss: 2.3448 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.3448 2023/07/21 07:04:27 - mmengine - INFO - Epoch(train) [18][4300/9365] lr: 6.8939e-02 eta: 10:31:36 time: 0.6037 data_time: 0.0823 memory: 16132 grad_norm: 1.7756 loss: 2.3793 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.3793 2023/07/21 07:04:39 - mmengine - INFO - Epoch(train) [18][4320/9365] lr: 6.8897e-02 eta: 10:31:24 time: 0.6095 data_time: 0.0902 memory: 16132 grad_norm: 1.7669 loss: 2.5294 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.5294 2023/07/21 07:04:51 - mmengine - INFO - Epoch(train) [18][4340/9365] lr: 6.8854e-02 eta: 10:31:11 time: 0.5820 data_time: 0.0829 memory: 16132 grad_norm: 1.7793 loss: 2.4432 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.4432 2023/07/21 07:05:03 - mmengine - INFO - Epoch(train) [18][4360/9365] lr: 6.8812e-02 eta: 10:30:58 time: 0.6132 data_time: 0.1097 memory: 16132 grad_norm: 1.7295 loss: 2.3966 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3966 2023/07/21 07:05:15 - mmengine - INFO - Epoch(train) [18][4380/9365] lr: 6.8770e-02 eta: 10:30:46 time: 0.6191 data_time: 0.0800 memory: 16132 grad_norm: 1.7238 loss: 2.4115 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.4115 2023/07/21 07:05:27 - mmengine - INFO - Epoch(train) [18][4400/9365] lr: 6.8728e-02 eta: 10:30:33 time: 0.5938 data_time: 0.0889 memory: 16132 grad_norm: 1.7760 loss: 2.3876 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3876 2023/07/21 07:05:40 - mmengine - INFO - Epoch(train) [18][4420/9365] lr: 6.8686e-02 eta: 10:30:21 time: 0.6311 data_time: 0.0985 memory: 16132 grad_norm: 1.7570 loss: 2.3730 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3730 2023/07/21 07:05:52 - mmengine - INFO - Epoch(train) [18][4440/9365] lr: 6.8643e-02 eta: 10:30:09 time: 0.6127 data_time: 0.0862 memory: 16132 grad_norm: 1.7209 loss: 2.3624 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.3624 2023/07/21 07:06:05 - mmengine - INFO - Epoch(train) [18][4460/9365] lr: 6.8601e-02 eta: 10:29:56 time: 0.6125 data_time: 0.0788 memory: 16132 grad_norm: 1.7253 loss: 2.5625 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.5625 2023/07/21 07:06:17 - mmengine - INFO - Epoch(train) [18][4480/9365] lr: 6.8559e-02 eta: 10:29:44 time: 0.6004 data_time: 0.0845 memory: 16132 grad_norm: 1.7473 loss: 2.4048 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.4048 2023/07/21 07:06:29 - mmengine - INFO - Epoch(train) [18][4500/9365] lr: 6.8517e-02 eta: 10:29:31 time: 0.6103 data_time: 0.1285 memory: 16132 grad_norm: 1.7476 loss: 2.3135 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.3135 2023/07/21 07:06:41 - mmengine - INFO - Epoch(train) [18][4520/9365] lr: 6.8475e-02 eta: 10:29:19 time: 0.6099 data_time: 0.0978 memory: 16132 grad_norm: 1.7886 loss: 2.4499 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.4499 2023/07/21 07:06:53 - mmengine - INFO - Epoch(train) [18][4540/9365] lr: 6.8433e-02 eta: 10:29:06 time: 0.5900 data_time: 0.0784 memory: 16132 grad_norm: 1.7669 loss: 2.3207 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.3207 2023/07/21 07:07:05 - mmengine - INFO - Epoch(train) [18][4560/9365] lr: 6.8391e-02 eta: 10:28:54 time: 0.6103 data_time: 0.0742 memory: 16132 grad_norm: 1.7641 loss: 2.4935 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.4935 2023/07/21 07:07:17 - mmengine - INFO - Epoch(train) [18][4580/9365] lr: 6.8349e-02 eta: 10:28:41 time: 0.5851 data_time: 0.0870 memory: 16132 grad_norm: 1.7437 loss: 2.4796 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.4796 2023/07/21 07:07:29 - mmengine - INFO - Epoch(train) [18][4600/9365] lr: 6.8306e-02 eta: 10:28:28 time: 0.5998 data_time: 0.1213 memory: 16132 grad_norm: 1.7260 loss: 2.3211 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.3211 2023/07/21 07:07:41 - mmengine - INFO - Epoch(train) [18][4620/9365] lr: 6.8264e-02 eta: 10:28:16 time: 0.5993 data_time: 0.0801 memory: 16132 grad_norm: 1.7535 loss: 2.3200 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.3200 2023/07/21 07:07:54 - mmengine - INFO - Epoch(train) [18][4640/9365] lr: 6.8222e-02 eta: 10:28:03 time: 0.6364 data_time: 0.1057 memory: 16132 grad_norm: 1.7275 loss: 2.4304 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.4304 2023/07/21 07:08:07 - mmengine - INFO - Epoch(train) [18][4660/9365] lr: 6.8180e-02 eta: 10:27:51 time: 0.6491 data_time: 0.0899 memory: 16132 grad_norm: 1.7721 loss: 2.4673 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4673 2023/07/21 07:08:19 - mmengine - INFO - Epoch(train) [18][4680/9365] lr: 6.8138e-02 eta: 10:27:39 time: 0.5970 data_time: 0.0891 memory: 16132 grad_norm: 1.7595 loss: 2.4389 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.4389 2023/07/21 07:08:30 - mmengine - INFO - Epoch(train) [18][4700/9365] lr: 6.8096e-02 eta: 10:27:26 time: 0.5806 data_time: 0.0725 memory: 16132 grad_norm: 1.6955 loss: 2.4229 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.4229 2023/07/21 07:08:43 - mmengine - INFO - Epoch(train) [18][4720/9365] lr: 6.8054e-02 eta: 10:27:14 time: 0.6233 data_time: 0.1031 memory: 16132 grad_norm: 1.7669 loss: 2.5546 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5546 2023/07/21 07:08:55 - mmengine - INFO - Epoch(train) [18][4740/9365] lr: 6.8012e-02 eta: 10:27:01 time: 0.5917 data_time: 0.1089 memory: 16132 grad_norm: 1.6918 loss: 2.2345 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.2345 2023/07/21 07:09:07 - mmengine - INFO - Epoch(train) [18][4760/9365] lr: 6.7970e-02 eta: 10:26:49 time: 0.6282 data_time: 0.0870 memory: 16132 grad_norm: 1.7893 loss: 2.4947 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.4947 2023/07/21 07:09:19 - mmengine - INFO - Epoch(train) [18][4780/9365] lr: 6.7928e-02 eta: 10:26:36 time: 0.6040 data_time: 0.1123 memory: 16132 grad_norm: 1.7664 loss: 2.4950 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4950 2023/07/21 07:09:29 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 07:09:32 - mmengine - INFO - Epoch(train) [18][4800/9365] lr: 6.7886e-02 eta: 10:26:24 time: 0.6298 data_time: 0.0957 memory: 16132 grad_norm: 1.7499 loss: 2.4552 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.4552 2023/07/21 07:09:44 - mmengine - INFO - Epoch(train) [18][4820/9365] lr: 6.7844e-02 eta: 10:26:11 time: 0.6015 data_time: 0.0817 memory: 16132 grad_norm: 1.7790 loss: 2.2801 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.2801 2023/07/21 07:09:56 - mmengine - INFO - Epoch(train) [18][4840/9365] lr: 6.7802e-02 eta: 10:25:59 time: 0.6151 data_time: 0.0801 memory: 16132 grad_norm: 1.7320 loss: 2.4164 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.4164 2023/07/21 07:10:09 - mmengine - INFO - Epoch(train) [18][4860/9365] lr: 6.7760e-02 eta: 10:25:47 time: 0.6281 data_time: 0.0872 memory: 16132 grad_norm: 1.7545 loss: 2.2621 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2621 2023/07/21 07:10:21 - mmengine - INFO - Epoch(train) [18][4880/9365] lr: 6.7718e-02 eta: 10:25:34 time: 0.5922 data_time: 0.0797 memory: 16132 grad_norm: 1.7519 loss: 2.3027 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3027 2023/07/21 07:10:33 - mmengine - INFO - Epoch(train) [18][4900/9365] lr: 6.7676e-02 eta: 10:25:21 time: 0.6094 data_time: 0.0767 memory: 16132 grad_norm: 1.7528 loss: 2.4159 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.4159 2023/07/21 07:10:46 - mmengine - INFO - Epoch(train) [18][4920/9365] lr: 6.7634e-02 eta: 10:25:09 time: 0.6526 data_time: 0.0789 memory: 16132 grad_norm: 1.6784 loss: 2.3073 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.3073 2023/07/21 07:10:58 - mmengine - INFO - Epoch(train) [18][4940/9365] lr: 6.7593e-02 eta: 10:24:57 time: 0.6112 data_time: 0.0832 memory: 16132 grad_norm: 1.7333 loss: 2.2657 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2657 2023/07/21 07:11:11 - mmengine - INFO - Epoch(train) [18][4960/9365] lr: 6.7551e-02 eta: 10:24:45 time: 0.6360 data_time: 0.0824 memory: 16132 grad_norm: 1.7321 loss: 2.3644 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.3644 2023/07/21 07:11:23 - mmengine - INFO - Epoch(train) [18][4980/9365] lr: 6.7509e-02 eta: 10:24:32 time: 0.6092 data_time: 0.1126 memory: 16132 grad_norm: 1.7419 loss: 2.4228 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.4228 2023/07/21 07:11:35 - mmengine - INFO - Epoch(train) [18][5000/9365] lr: 6.7467e-02 eta: 10:24:20 time: 0.5874 data_time: 0.0807 memory: 16132 grad_norm: 1.7516 loss: 2.2568 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.2568 2023/07/21 07:11:48 - mmengine - INFO - Epoch(train) [18][5020/9365] lr: 6.7425e-02 eta: 10:24:07 time: 0.6153 data_time: 0.0797 memory: 16132 grad_norm: 1.7709 loss: 2.3304 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.3304 2023/07/21 07:12:00 - mmengine - INFO - Epoch(train) [18][5040/9365] lr: 6.7383e-02 eta: 10:23:55 time: 0.6084 data_time: 0.0884 memory: 16132 grad_norm: 1.7489 loss: 2.4176 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4176 2023/07/21 07:12:12 - mmengine - INFO - Epoch(train) [18][5060/9365] lr: 6.7341e-02 eta: 10:23:42 time: 0.6011 data_time: 0.1018 memory: 16132 grad_norm: 1.7658 loss: 2.2492 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.2492 2023/07/21 07:12:24 - mmengine - INFO - Epoch(train) [18][5080/9365] lr: 6.7300e-02 eta: 10:23:30 time: 0.6252 data_time: 0.0847 memory: 16132 grad_norm: 1.7864 loss: 2.3229 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.3229 2023/07/21 07:12:37 - mmengine - INFO - Epoch(train) [18][5100/9365] lr: 6.7258e-02 eta: 10:23:17 time: 0.6065 data_time: 0.0818 memory: 16132 grad_norm: 1.7937 loss: 2.4306 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.4306 2023/07/21 07:12:48 - mmengine - INFO - Epoch(train) [18][5120/9365] lr: 6.7216e-02 eta: 10:23:05 time: 0.5937 data_time: 0.0868 memory: 16132 grad_norm: 1.7630 loss: 2.3905 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.3905 2023/07/21 07:13:01 - mmengine - INFO - Epoch(train) [18][5140/9365] lr: 6.7174e-02 eta: 10:22:52 time: 0.6337 data_time: 0.0809 memory: 16132 grad_norm: 1.7199 loss: 2.2630 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.2630 2023/07/21 07:13:13 - mmengine - INFO - Epoch(train) [18][5160/9365] lr: 6.7132e-02 eta: 10:22:40 time: 0.6082 data_time: 0.0897 memory: 16132 grad_norm: 1.8013 loss: 2.4631 top1_acc: 0.5000 top5_acc: 0.5312 loss_cls: 2.4631 2023/07/21 07:13:25 - mmengine - INFO - Epoch(train) [18][5180/9365] lr: 6.7090e-02 eta: 10:22:27 time: 0.6022 data_time: 0.0775 memory: 16132 grad_norm: 1.7641 loss: 2.3926 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.3926 2023/07/21 07:13:38 - mmengine - INFO - Epoch(train) [18][5200/9365] lr: 6.7049e-02 eta: 10:22:15 time: 0.6167 data_time: 0.0842 memory: 16132 grad_norm: 1.7822 loss: 2.4329 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4329 2023/07/21 07:13:50 - mmengine - INFO - Epoch(train) [18][5220/9365] lr: 6.7007e-02 eta: 10:22:02 time: 0.5899 data_time: 0.0994 memory: 16132 grad_norm: 1.7457 loss: 2.2859 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.2859 2023/07/21 07:14:02 - mmengine - INFO - Epoch(train) [18][5240/9365] lr: 6.6965e-02 eta: 10:21:50 time: 0.6254 data_time: 0.0763 memory: 16132 grad_norm: 1.7782 loss: 2.3416 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3416 2023/07/21 07:14:14 - mmengine - INFO - Epoch(train) [18][5260/9365] lr: 6.6923e-02 eta: 10:21:37 time: 0.5848 data_time: 0.0792 memory: 16132 grad_norm: 1.7802 loss: 2.3573 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.3573 2023/07/21 07:14:26 - mmengine - INFO - Epoch(train) [18][5280/9365] lr: 6.6882e-02 eta: 10:21:25 time: 0.6175 data_time: 0.0808 memory: 16132 grad_norm: 1.7571 loss: 2.3864 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.3864 2023/07/21 07:14:38 - mmengine - INFO - Epoch(train) [18][5300/9365] lr: 6.6840e-02 eta: 10:21:12 time: 0.5801 data_time: 0.0783 memory: 16132 grad_norm: 1.7662 loss: 2.5859 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.5859 2023/07/21 07:14:50 - mmengine - INFO - Epoch(train) [18][5320/9365] lr: 6.6798e-02 eta: 10:20:59 time: 0.5996 data_time: 0.0737 memory: 16132 grad_norm: 1.7362 loss: 2.2825 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.2825 2023/07/21 07:15:02 - mmengine - INFO - Epoch(train) [18][5340/9365] lr: 6.6757e-02 eta: 10:20:47 time: 0.6045 data_time: 0.0760 memory: 16132 grad_norm: 1.7573 loss: 2.3521 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 2.3521 2023/07/21 07:15:14 - mmengine - INFO - Epoch(train) [18][5360/9365] lr: 6.6715e-02 eta: 10:20:34 time: 0.6128 data_time: 0.0857 memory: 16132 grad_norm: 1.7731 loss: 2.4327 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4327 2023/07/21 07:15:27 - mmengine - INFO - Epoch(train) [18][5380/9365] lr: 6.6673e-02 eta: 10:20:22 time: 0.6470 data_time: 0.0882 memory: 16132 grad_norm: 1.7509 loss: 2.3758 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.3758 2023/07/21 07:15:39 - mmengine - INFO - Epoch(train) [18][5400/9365] lr: 6.6632e-02 eta: 10:20:10 time: 0.6014 data_time: 0.0947 memory: 16132 grad_norm: 1.7817 loss: 2.3188 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.3188 2023/07/21 07:15:51 - mmengine - INFO - Epoch(train) [18][5420/9365] lr: 6.6590e-02 eta: 10:19:57 time: 0.5790 data_time: 0.0840 memory: 16132 grad_norm: 1.7610 loss: 2.4563 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.4563 2023/07/21 07:16:03 - mmengine - INFO - Epoch(train) [18][5440/9365] lr: 6.6548e-02 eta: 10:19:44 time: 0.6129 data_time: 0.0779 memory: 16132 grad_norm: 1.7449 loss: 2.4301 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.4301 2023/07/21 07:16:16 - mmengine - INFO - Epoch(train) [18][5460/9365] lr: 6.6507e-02 eta: 10:19:32 time: 0.6117 data_time: 0.0813 memory: 16132 grad_norm: 1.7435 loss: 2.3905 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3905 2023/07/21 07:16:28 - mmengine - INFO - Epoch(train) [18][5480/9365] lr: 6.6465e-02 eta: 10:19:19 time: 0.6047 data_time: 0.1017 memory: 16132 grad_norm: 1.7762 loss: 2.4579 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4579 2023/07/21 07:16:40 - mmengine - INFO - Epoch(train) [18][5500/9365] lr: 6.6423e-02 eta: 10:19:07 time: 0.5953 data_time: 0.0985 memory: 16132 grad_norm: 1.7941 loss: 2.4911 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.4911 2023/07/21 07:16:52 - mmengine - INFO - Epoch(train) [18][5520/9365] lr: 6.6382e-02 eta: 10:18:54 time: 0.6123 data_time: 0.0859 memory: 16132 grad_norm: 1.7744 loss: 2.3743 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.3743 2023/07/21 07:17:04 - mmengine - INFO - Epoch(train) [18][5540/9365] lr: 6.6340e-02 eta: 10:18:42 time: 0.5965 data_time: 0.0834 memory: 16132 grad_norm: 1.7857 loss: 2.5252 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.5252 2023/07/21 07:17:16 - mmengine - INFO - Epoch(train) [18][5560/9365] lr: 6.6299e-02 eta: 10:18:29 time: 0.6089 data_time: 0.0819 memory: 16132 grad_norm: 1.7657 loss: 2.3748 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3748 2023/07/21 07:17:28 - mmengine - INFO - Epoch(train) [18][5580/9365] lr: 6.6257e-02 eta: 10:18:17 time: 0.6076 data_time: 0.1329 memory: 16132 grad_norm: 1.7852 loss: 2.4310 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.4310 2023/07/21 07:17:40 - mmengine - INFO - Epoch(train) [18][5600/9365] lr: 6.6215e-02 eta: 10:18:04 time: 0.5986 data_time: 0.0808 memory: 16132 grad_norm: 1.7879 loss: 2.4987 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.4987 2023/07/21 07:17:53 - mmengine - INFO - Epoch(train) [18][5620/9365] lr: 6.6174e-02 eta: 10:17:52 time: 0.6339 data_time: 0.1022 memory: 16132 grad_norm: 1.7346 loss: 2.4835 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.4835 2023/07/21 07:18:05 - mmengine - INFO - Epoch(train) [18][5640/9365] lr: 6.6132e-02 eta: 10:17:39 time: 0.5970 data_time: 0.1097 memory: 16132 grad_norm: 1.7667 loss: 2.5617 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.5617 2023/07/21 07:18:17 - mmengine - INFO - Epoch(train) [18][5660/9365] lr: 6.6091e-02 eta: 10:17:27 time: 0.6070 data_time: 0.0811 memory: 16132 grad_norm: 1.8144 loss: 2.4040 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.4040 2023/07/21 07:18:29 - mmengine - INFO - Epoch(train) [18][5680/9365] lr: 6.6049e-02 eta: 10:17:14 time: 0.6058 data_time: 0.0943 memory: 16132 grad_norm: 1.7462 loss: 2.4669 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.4669 2023/07/21 07:18:42 - mmengine - INFO - Epoch(train) [18][5700/9365] lr: 6.6008e-02 eta: 10:17:02 time: 0.6285 data_time: 0.0768 memory: 16132 grad_norm: 1.7736 loss: 2.2066 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.2066 2023/07/21 07:18:54 - mmengine - INFO - Epoch(train) [18][5720/9365] lr: 6.5966e-02 eta: 10:16:49 time: 0.5952 data_time: 0.0911 memory: 16132 grad_norm: 1.7501 loss: 2.4703 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.4703 2023/07/21 07:19:06 - mmengine - INFO - Epoch(train) [18][5740/9365] lr: 6.5925e-02 eta: 10:16:37 time: 0.6171 data_time: 0.0871 memory: 16132 grad_norm: 1.7462 loss: 2.1498 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.1498 2023/07/21 07:19:18 - mmengine - INFO - Epoch(train) [18][5760/9365] lr: 6.5883e-02 eta: 10:16:24 time: 0.6057 data_time: 0.1048 memory: 16132 grad_norm: 1.7805 loss: 2.4895 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.4895 2023/07/21 07:19:31 - mmengine - INFO - Epoch(train) [18][5780/9365] lr: 6.5842e-02 eta: 10:16:12 time: 0.6065 data_time: 0.0839 memory: 16132 grad_norm: 1.7899 loss: 2.3689 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.3689 2023/07/21 07:19:40 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 07:19:43 - mmengine - INFO - Epoch(train) [18][5800/9365] lr: 6.5800e-02 eta: 10:16:00 time: 0.6210 data_time: 0.0798 memory: 16132 grad_norm: 1.8364 loss: 2.4383 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.4383 2023/07/21 07:19:55 - mmengine - INFO - Epoch(train) [18][5820/9365] lr: 6.5759e-02 eta: 10:15:47 time: 0.6054 data_time: 0.0859 memory: 16132 grad_norm: 1.7816 loss: 2.2965 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.2965 2023/07/21 07:20:07 - mmengine - INFO - Epoch(train) [18][5840/9365] lr: 6.5717e-02 eta: 10:15:35 time: 0.6080 data_time: 0.0781 memory: 16132 grad_norm: 1.7868 loss: 2.4726 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.4726 2023/07/21 07:20:19 - mmengine - INFO - Epoch(train) [18][5860/9365] lr: 6.5676e-02 eta: 10:15:22 time: 0.5919 data_time: 0.0868 memory: 16132 grad_norm: 1.8088 loss: 2.3516 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.3516 2023/07/21 07:20:31 - mmengine - INFO - Epoch(train) [18][5880/9365] lr: 6.5635e-02 eta: 10:15:09 time: 0.6058 data_time: 0.0950 memory: 16132 grad_norm: 1.7973 loss: 2.4402 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4402 2023/07/21 07:20:44 - mmengine - INFO - Epoch(train) [18][5900/9365] lr: 6.5593e-02 eta: 10:14:57 time: 0.6098 data_time: 0.0858 memory: 16132 grad_norm: 1.7690 loss: 2.4106 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.4106 2023/07/21 07:20:56 - mmengine - INFO - Epoch(train) [18][5920/9365] lr: 6.5552e-02 eta: 10:14:44 time: 0.6103 data_time: 0.0922 memory: 16132 grad_norm: 1.7815 loss: 2.2898 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.2898 2023/07/21 07:21:08 - mmengine - INFO - Epoch(train) [18][5940/9365] lr: 6.5510e-02 eta: 10:14:32 time: 0.5955 data_time: 0.0928 memory: 16132 grad_norm: 1.7703 loss: 2.3677 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.3677 2023/07/21 07:21:20 - mmengine - INFO - Epoch(train) [18][5960/9365] lr: 6.5469e-02 eta: 10:14:19 time: 0.6189 data_time: 0.0718 memory: 16132 grad_norm: 1.8176 loss: 2.4258 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.4258 2023/07/21 07:21:32 - mmengine - INFO - Epoch(train) [18][5980/9365] lr: 6.5428e-02 eta: 10:14:07 time: 0.6017 data_time: 0.0788 memory: 16132 grad_norm: 1.8070 loss: 2.3382 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.3382 2023/07/21 07:21:45 - mmengine - INFO - Epoch(train) [18][6000/9365] lr: 6.5386e-02 eta: 10:13:55 time: 0.6482 data_time: 0.0857 memory: 16132 grad_norm: 1.8294 loss: 2.4871 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.4871 2023/07/21 07:21:57 - mmengine - INFO - Epoch(train) [18][6020/9365] lr: 6.5345e-02 eta: 10:13:42 time: 0.6104 data_time: 0.0851 memory: 16132 grad_norm: 1.7475 loss: 2.5045 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5045 2023/07/21 07:22:09 - mmengine - INFO - Epoch(train) [18][6040/9365] lr: 6.5304e-02 eta: 10:13:29 time: 0.5782 data_time: 0.0825 memory: 16132 grad_norm: 1.7798 loss: 2.3792 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.3792 2023/07/21 07:22:21 - mmengine - INFO - Epoch(train) [18][6060/9365] lr: 6.5262e-02 eta: 10:13:17 time: 0.6144 data_time: 0.0828 memory: 16132 grad_norm: 1.7701 loss: 2.5167 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.5167 2023/07/21 07:22:33 - mmengine - INFO - Epoch(train) [18][6080/9365] lr: 6.5221e-02 eta: 10:13:04 time: 0.5968 data_time: 0.0931 memory: 16132 grad_norm: 1.7465 loss: 2.3380 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.3380 2023/07/21 07:22:45 - mmengine - INFO - Epoch(train) [18][6100/9365] lr: 6.5180e-02 eta: 10:12:52 time: 0.6057 data_time: 0.0895 memory: 16132 grad_norm: 1.7727 loss: 2.3976 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.3976 2023/07/21 07:22:58 - mmengine - INFO - Epoch(train) [18][6120/9365] lr: 6.5138e-02 eta: 10:12:40 time: 0.6157 data_time: 0.0826 memory: 16132 grad_norm: 1.7883 loss: 2.3485 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.3485 2023/07/21 07:23:10 - mmengine - INFO - Epoch(train) [18][6140/9365] lr: 6.5097e-02 eta: 10:12:27 time: 0.6069 data_time: 0.0906 memory: 16132 grad_norm: 1.7730 loss: 2.4110 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4110 2023/07/21 07:23:22 - mmengine - INFO - Epoch(train) [18][6160/9365] lr: 6.5056e-02 eta: 10:12:15 time: 0.6097 data_time: 0.0809 memory: 16132 grad_norm: 1.7998 loss: 2.5229 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5229 2023/07/21 07:23:34 - mmengine - INFO - Epoch(train) [18][6180/9365] lr: 6.5015e-02 eta: 10:12:02 time: 0.5813 data_time: 0.0889 memory: 16132 grad_norm: 1.8108 loss: 2.4056 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.4056 2023/07/21 07:23:46 - mmengine - INFO - Epoch(train) [18][6200/9365] lr: 6.4973e-02 eta: 10:11:49 time: 0.6107 data_time: 0.0993 memory: 16132 grad_norm: 1.8066 loss: 2.3565 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.3565 2023/07/21 07:23:59 - mmengine - INFO - Epoch(train) [18][6220/9365] lr: 6.4932e-02 eta: 10:11:37 time: 0.6347 data_time: 0.0935 memory: 16132 grad_norm: 1.7924 loss: 2.3918 top1_acc: 0.5938 top5_acc: 0.6875 loss_cls: 2.3918 2023/07/21 07:24:11 - mmengine - INFO - Epoch(train) [18][6240/9365] lr: 6.4891e-02 eta: 10:11:25 time: 0.6024 data_time: 0.0950 memory: 16132 grad_norm: 1.7858 loss: 2.4494 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.4494 2023/07/21 07:24:23 - mmengine - INFO - Epoch(train) [18][6260/9365] lr: 6.4850e-02 eta: 10:11:12 time: 0.5923 data_time: 0.0800 memory: 16132 grad_norm: 1.7885 loss: 2.3182 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3182 2023/07/21 07:24:35 - mmengine - INFO - Epoch(train) [18][6280/9365] lr: 6.4808e-02 eta: 10:11:00 time: 0.6311 data_time: 0.1092 memory: 16132 grad_norm: 1.7785 loss: 2.4135 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4135 2023/07/21 07:24:48 - mmengine - INFO - Epoch(train) [18][6300/9365] lr: 6.4767e-02 eta: 10:10:47 time: 0.6209 data_time: 0.0840 memory: 16132 grad_norm: 1.7587 loss: 2.3559 top1_acc: 0.4688 top5_acc: 0.5625 loss_cls: 2.3559 2023/07/21 07:25:00 - mmengine - INFO - Epoch(train) [18][6320/9365] lr: 6.4726e-02 eta: 10:10:35 time: 0.6240 data_time: 0.0813 memory: 16132 grad_norm: 1.7818 loss: 2.4708 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.4708 2023/07/21 07:25:13 - mmengine - INFO - Epoch(train) [18][6340/9365] lr: 6.4685e-02 eta: 10:10:23 time: 0.6254 data_time: 0.0871 memory: 16132 grad_norm: 1.8198 loss: 2.4712 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.4712 2023/07/21 07:25:25 - mmengine - INFO - Epoch(train) [18][6360/9365] lr: 6.4644e-02 eta: 10:10:10 time: 0.6187 data_time: 0.0936 memory: 16132 grad_norm: 1.7919 loss: 2.3479 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.3479 2023/07/21 07:25:38 - mmengine - INFO - Epoch(train) [18][6380/9365] lr: 6.4603e-02 eta: 10:09:58 time: 0.6139 data_time: 0.0857 memory: 16132 grad_norm: 1.8276 loss: 2.3412 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3412 2023/07/21 07:25:50 - mmengine - INFO - Epoch(train) [18][6400/9365] lr: 6.4561e-02 eta: 10:09:46 time: 0.6170 data_time: 0.1144 memory: 16132 grad_norm: 1.8106 loss: 2.3231 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.3231 2023/07/21 07:26:02 - mmengine - INFO - Epoch(train) [18][6420/9365] lr: 6.4520e-02 eta: 10:09:33 time: 0.6133 data_time: 0.0850 memory: 16132 grad_norm: 1.7864 loss: 2.3348 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.3348 2023/07/21 07:26:14 - mmengine - INFO - Epoch(train) [18][6440/9365] lr: 6.4479e-02 eta: 10:09:20 time: 0.5916 data_time: 0.0838 memory: 16132 grad_norm: 1.7749 loss: 2.4267 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4267 2023/07/21 07:26:26 - mmengine - INFO - Epoch(train) [18][6460/9365] lr: 6.4438e-02 eta: 10:09:08 time: 0.6055 data_time: 0.0772 memory: 16132 grad_norm: 1.7617 loss: 2.2458 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.2458 2023/07/21 07:26:38 - mmengine - INFO - Epoch(train) [18][6480/9365] lr: 6.4397e-02 eta: 10:08:55 time: 0.5813 data_time: 0.0793 memory: 16132 grad_norm: 1.7542 loss: 2.3639 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.3639 2023/07/21 07:26:50 - mmengine - INFO - Epoch(train) [18][6500/9365] lr: 6.4356e-02 eta: 10:08:43 time: 0.6209 data_time: 0.0767 memory: 16132 grad_norm: 1.7529 loss: 2.5140 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.5140 2023/07/21 07:27:03 - mmengine - INFO - Epoch(train) [18][6520/9365] lr: 6.4315e-02 eta: 10:08:30 time: 0.6258 data_time: 0.0882 memory: 16132 grad_norm: 1.8077 loss: 2.3615 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.3615 2023/07/21 07:27:16 - mmengine - INFO - Epoch(train) [18][6540/9365] lr: 6.4274e-02 eta: 10:08:18 time: 0.6213 data_time: 0.0825 memory: 16132 grad_norm: 1.8006 loss: 2.2788 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.2788 2023/07/21 07:27:28 - mmengine - INFO - Epoch(train) [18][6560/9365] lr: 6.4233e-02 eta: 10:08:06 time: 0.6056 data_time: 0.0954 memory: 16132 grad_norm: 1.7967 loss: 2.3170 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.3170 2023/07/21 07:27:40 - mmengine - INFO - Epoch(train) [18][6580/9365] lr: 6.4192e-02 eta: 10:07:53 time: 0.6167 data_time: 0.0808 memory: 16132 grad_norm: 1.7757 loss: 2.3135 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3135 2023/07/21 07:27:52 - mmengine - INFO - Epoch(train) [18][6600/9365] lr: 6.4151e-02 eta: 10:07:41 time: 0.6049 data_time: 0.0817 memory: 16132 grad_norm: 1.8083 loss: 2.3657 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3657 2023/07/21 07:28:04 - mmengine - INFO - Epoch(train) [18][6620/9365] lr: 6.4110e-02 eta: 10:07:28 time: 0.5804 data_time: 0.0835 memory: 16132 grad_norm: 1.7834 loss: 2.4617 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4617 2023/07/21 07:28:16 - mmengine - INFO - Epoch(train) [18][6640/9365] lr: 6.4069e-02 eta: 10:07:15 time: 0.6106 data_time: 0.0922 memory: 16132 grad_norm: 1.7690 loss: 2.3581 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3581 2023/07/21 07:28:29 - mmengine - INFO - Epoch(train) [18][6660/9365] lr: 6.4028e-02 eta: 10:07:03 time: 0.6288 data_time: 0.0838 memory: 16132 grad_norm: 1.7854 loss: 2.3505 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.3505 2023/07/21 07:28:41 - mmengine - INFO - Epoch(train) [18][6680/9365] lr: 6.3987e-02 eta: 10:06:51 time: 0.6225 data_time: 0.0944 memory: 16132 grad_norm: 1.8084 loss: 2.3931 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.3931 2023/07/21 07:28:54 - mmengine - INFO - Epoch(train) [18][6700/9365] lr: 6.3946e-02 eta: 10:06:39 time: 0.6265 data_time: 0.0932 memory: 16132 grad_norm: 1.7753 loss: 2.4489 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.4489 2023/07/21 07:29:06 - mmengine - INFO - Epoch(train) [18][6720/9365] lr: 6.3905e-02 eta: 10:06:26 time: 0.5934 data_time: 0.0966 memory: 16132 grad_norm: 1.8267 loss: 2.5280 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.5280 2023/07/21 07:29:18 - mmengine - INFO - Epoch(train) [18][6740/9365] lr: 6.3864e-02 eta: 10:06:14 time: 0.6333 data_time: 0.0911 memory: 16132 grad_norm: 1.7745 loss: 2.3842 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.3842 2023/07/21 07:29:31 - mmengine - INFO - Epoch(train) [18][6760/9365] lr: 6.3823e-02 eta: 10:06:01 time: 0.6087 data_time: 0.0859 memory: 16132 grad_norm: 1.7653 loss: 2.4145 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.4145 2023/07/21 07:29:43 - mmengine - INFO - Epoch(train) [18][6780/9365] lr: 6.3782e-02 eta: 10:05:49 time: 0.6148 data_time: 0.1044 memory: 16132 grad_norm: 1.7910 loss: 2.3766 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.3766 2023/07/21 07:29:52 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 07:29:55 - mmengine - INFO - Epoch(train) [18][6800/9365] lr: 6.3741e-02 eta: 10:05:36 time: 0.6119 data_time: 0.0856 memory: 16132 grad_norm: 1.8055 loss: 2.5039 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5039 2023/07/21 07:30:07 - mmengine - INFO - Epoch(train) [18][6820/9365] lr: 6.3700e-02 eta: 10:05:24 time: 0.6000 data_time: 0.0766 memory: 16132 grad_norm: 1.8304 loss: 2.5367 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.5367 2023/07/21 07:30:19 - mmengine - INFO - Epoch(train) [18][6840/9365] lr: 6.3659e-02 eta: 10:05:11 time: 0.6027 data_time: 0.0921 memory: 16132 grad_norm: 1.7769 loss: 2.4926 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.4926 2023/07/21 07:30:32 - mmengine - INFO - Epoch(train) [18][6860/9365] lr: 6.3618e-02 eta: 10:04:59 time: 0.6279 data_time: 0.1040 memory: 16132 grad_norm: 1.7726 loss: 2.4328 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4328 2023/07/21 07:30:44 - mmengine - INFO - Epoch(train) [18][6880/9365] lr: 6.3577e-02 eta: 10:04:47 time: 0.6132 data_time: 0.0796 memory: 16132 grad_norm: 1.7431 loss: 2.2159 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.2159 2023/07/21 07:30:56 - mmengine - INFO - Epoch(train) [18][6900/9365] lr: 6.3536e-02 eta: 10:04:34 time: 0.6032 data_time: 0.0919 memory: 16132 grad_norm: 1.7756 loss: 2.3162 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.3162 2023/07/21 07:31:08 - mmengine - INFO - Epoch(train) [18][6920/9365] lr: 6.3495e-02 eta: 10:04:22 time: 0.6112 data_time: 0.0935 memory: 16132 grad_norm: 1.7868 loss: 2.5347 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.5347 2023/07/21 07:31:20 - mmengine - INFO - Epoch(train) [18][6940/9365] lr: 6.3455e-02 eta: 10:04:09 time: 0.5898 data_time: 0.0864 memory: 16132 grad_norm: 1.8080 loss: 2.3688 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3688 2023/07/21 07:31:33 - mmengine - INFO - Epoch(train) [18][6960/9365] lr: 6.3414e-02 eta: 10:03:56 time: 0.6172 data_time: 0.0901 memory: 16132 grad_norm: 1.8094 loss: 2.3565 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.3565 2023/07/21 07:31:45 - mmengine - INFO - Epoch(train) [18][6980/9365] lr: 6.3373e-02 eta: 10:03:44 time: 0.6238 data_time: 0.0889 memory: 16132 grad_norm: 1.7746 loss: 2.4819 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.4819 2023/07/21 07:31:57 - mmengine - INFO - Epoch(train) [18][7000/9365] lr: 6.3332e-02 eta: 10:03:31 time: 0.5922 data_time: 0.0907 memory: 16132 grad_norm: 1.8169 loss: 2.3924 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.3924 2023/07/21 07:32:10 - mmengine - INFO - Epoch(train) [18][7020/9365] lr: 6.3291e-02 eta: 10:03:19 time: 0.6221 data_time: 0.0870 memory: 16132 grad_norm: 1.7764 loss: 2.3632 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.3632 2023/07/21 07:32:22 - mmengine - INFO - Epoch(train) [18][7040/9365] lr: 6.3250e-02 eta: 10:03:06 time: 0.5959 data_time: 0.0871 memory: 16132 grad_norm: 1.8400 loss: 2.4019 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4019 2023/07/21 07:32:34 - mmengine - INFO - Epoch(train) [18][7060/9365] lr: 6.3210e-02 eta: 10:02:54 time: 0.6283 data_time: 0.0798 memory: 16132 grad_norm: 1.8176 loss: 2.4331 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.4331 2023/07/21 07:32:46 - mmengine - INFO - Epoch(train) [18][7080/9365] lr: 6.3169e-02 eta: 10:02:42 time: 0.5918 data_time: 0.1092 memory: 16132 grad_norm: 1.7787 loss: 2.4649 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.4649 2023/07/21 07:32:58 - mmengine - INFO - Epoch(train) [18][7100/9365] lr: 6.3128e-02 eta: 10:02:29 time: 0.5951 data_time: 0.0893 memory: 16132 grad_norm: 1.7985 loss: 2.3046 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 2.3046 2023/07/21 07:33:11 - mmengine - INFO - Epoch(train) [18][7120/9365] lr: 6.3087e-02 eta: 10:02:17 time: 0.6604 data_time: 0.0808 memory: 16132 grad_norm: 1.7677 loss: 2.4299 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4299 2023/07/21 07:33:23 - mmengine - INFO - Epoch(train) [18][7140/9365] lr: 6.3047e-02 eta: 10:02:05 time: 0.6052 data_time: 0.1194 memory: 16132 grad_norm: 1.8053 loss: 2.2002 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2002 2023/07/21 07:33:36 - mmengine - INFO - Epoch(train) [18][7160/9365] lr: 6.3006e-02 eta: 10:01:52 time: 0.6124 data_time: 0.0793 memory: 16132 grad_norm: 1.8290 loss: 2.3313 top1_acc: 0.3750 top5_acc: 0.8438 loss_cls: 2.3313 2023/07/21 07:33:48 - mmengine - INFO - Epoch(train) [18][7180/9365] lr: 6.2965e-02 eta: 10:01:40 time: 0.6089 data_time: 0.0841 memory: 16132 grad_norm: 1.8089 loss: 2.4007 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.4007 2023/07/21 07:34:00 - mmengine - INFO - Epoch(train) [18][7200/9365] lr: 6.2924e-02 eta: 10:01:27 time: 0.5843 data_time: 0.0833 memory: 16132 grad_norm: 1.8023 loss: 2.3423 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3423 2023/07/21 07:34:12 - mmengine - INFO - Epoch(train) [18][7220/9365] lr: 6.2884e-02 eta: 10:01:15 time: 0.6421 data_time: 0.0850 memory: 16132 grad_norm: 1.8082 loss: 2.3859 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.3859 2023/07/21 07:34:24 - mmengine - INFO - Epoch(train) [18][7240/9365] lr: 6.2843e-02 eta: 10:01:02 time: 0.6021 data_time: 0.0825 memory: 16132 grad_norm: 1.7884 loss: 2.2948 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.2948 2023/07/21 07:34:37 - mmengine - INFO - Epoch(train) [18][7260/9365] lr: 6.2802e-02 eta: 10:00:50 time: 0.6108 data_time: 0.0847 memory: 16132 grad_norm: 1.8185 loss: 2.3524 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.3524 2023/07/21 07:34:49 - mmengine - INFO - Epoch(train) [18][7280/9365] lr: 6.2762e-02 eta: 10:00:37 time: 0.5912 data_time: 0.0926 memory: 16132 grad_norm: 1.8024 loss: 2.3531 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.3531 2023/07/21 07:35:01 - mmengine - INFO - Epoch(train) [18][7300/9365] lr: 6.2721e-02 eta: 10:00:25 time: 0.6191 data_time: 0.0840 memory: 16132 grad_norm: 1.8115 loss: 2.2622 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2622 2023/07/21 07:35:13 - mmengine - INFO - Epoch(train) [18][7320/9365] lr: 6.2680e-02 eta: 10:00:12 time: 0.6158 data_time: 0.0869 memory: 16132 grad_norm: 1.8261 loss: 2.4256 top1_acc: 0.2812 top5_acc: 0.6562 loss_cls: 2.4256 2023/07/21 07:35:25 - mmengine - INFO - Epoch(train) [18][7340/9365] lr: 6.2640e-02 eta: 10:00:00 time: 0.5942 data_time: 0.0834 memory: 16132 grad_norm: 1.8120 loss: 2.4426 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4426 2023/07/21 07:35:38 - mmengine - INFO - Epoch(train) [18][7360/9365] lr: 6.2599e-02 eta: 9:59:47 time: 0.6144 data_time: 0.0767 memory: 16132 grad_norm: 1.7973 loss: 2.2978 top1_acc: 0.2188 top5_acc: 0.6250 loss_cls: 2.2978 2023/07/21 07:35:50 - mmengine - INFO - Epoch(train) [18][7380/9365] lr: 6.2558e-02 eta: 9:59:35 time: 0.6165 data_time: 0.1102 memory: 16132 grad_norm: 1.7990 loss: 2.3774 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.3774 2023/07/21 07:36:02 - mmengine - INFO - Epoch(train) [18][7400/9365] lr: 6.2518e-02 eta: 9:59:22 time: 0.6037 data_time: 0.0845 memory: 16132 grad_norm: 1.7836 loss: 2.3027 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.3027 2023/07/21 07:36:15 - mmengine - INFO - Epoch(train) [18][7420/9365] lr: 6.2477e-02 eta: 9:59:10 time: 0.6511 data_time: 0.0880 memory: 16132 grad_norm: 1.8092 loss: 2.4491 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4491 2023/07/21 07:36:27 - mmengine - INFO - Epoch(train) [18][7440/9365] lr: 6.2437e-02 eta: 9:58:58 time: 0.5987 data_time: 0.0790 memory: 16132 grad_norm: 1.8046 loss: 2.4475 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4475 2023/07/21 07:36:40 - mmengine - INFO - Epoch(train) [18][7460/9365] lr: 6.2396e-02 eta: 9:58:45 time: 0.6249 data_time: 0.0785 memory: 16132 grad_norm: 1.7938 loss: 2.2557 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.2557 2023/07/21 07:36:52 - mmengine - INFO - Epoch(train) [18][7480/9365] lr: 6.2355e-02 eta: 9:58:33 time: 0.6251 data_time: 0.0814 memory: 16132 grad_norm: 1.7958 loss: 2.4463 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.4463 2023/07/21 07:37:04 - mmengine - INFO - Epoch(train) [18][7500/9365] lr: 6.2315e-02 eta: 9:58:21 time: 0.6035 data_time: 0.0769 memory: 16132 grad_norm: 1.7665 loss: 2.0823 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.0823 2023/07/21 07:37:17 - mmengine - INFO - Epoch(train) [18][7520/9365] lr: 6.2274e-02 eta: 9:58:08 time: 0.6284 data_time: 0.0791 memory: 16132 grad_norm: 1.8108 loss: 2.2494 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.2494 2023/07/21 07:37:29 - mmengine - INFO - Epoch(train) [18][7540/9365] lr: 6.2234e-02 eta: 9:57:56 time: 0.6017 data_time: 0.0916 memory: 16132 grad_norm: 1.7884 loss: 2.3464 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3464 2023/07/21 07:37:41 - mmengine - INFO - Epoch(train) [18][7560/9365] lr: 6.2193e-02 eta: 9:57:43 time: 0.6169 data_time: 0.0929 memory: 16132 grad_norm: 1.7799 loss: 2.3805 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.3805 2023/07/21 07:37:54 - mmengine - INFO - Epoch(train) [18][7580/9365] lr: 6.2153e-02 eta: 9:57:31 time: 0.6398 data_time: 0.0840 memory: 16132 grad_norm: 1.7827 loss: 2.2079 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.2079 2023/07/21 07:38:06 - mmengine - INFO - Epoch(train) [18][7600/9365] lr: 6.2112e-02 eta: 9:57:19 time: 0.5937 data_time: 0.0820 memory: 16132 grad_norm: 1.8202 loss: 2.3631 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.3631 2023/07/21 07:38:19 - mmengine - INFO - Epoch(train) [18][7620/9365] lr: 6.2072e-02 eta: 9:57:07 time: 0.6414 data_time: 0.0966 memory: 16132 grad_norm: 1.8230 loss: 2.4036 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.4036 2023/07/21 07:38:31 - mmengine - INFO - Epoch(train) [18][7640/9365] lr: 6.2031e-02 eta: 9:56:54 time: 0.5893 data_time: 0.0755 memory: 16132 grad_norm: 1.8308 loss: 2.4813 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.4813 2023/07/21 07:38:43 - mmengine - INFO - Epoch(train) [18][7660/9365] lr: 6.1991e-02 eta: 9:56:41 time: 0.6121 data_time: 0.0902 memory: 16132 grad_norm: 1.7917 loss: 2.2249 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.2249 2023/07/21 07:38:55 - mmengine - INFO - Epoch(train) [18][7680/9365] lr: 6.1950e-02 eta: 9:56:29 time: 0.5953 data_time: 0.0821 memory: 16132 grad_norm: 1.8205 loss: 2.3036 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.3036 2023/07/21 07:39:07 - mmengine - INFO - Epoch(train) [18][7700/9365] lr: 6.1910e-02 eta: 9:56:16 time: 0.5987 data_time: 0.0944 memory: 16132 grad_norm: 1.8001 loss: 2.3268 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.3268 2023/07/21 07:39:19 - mmengine - INFO - Epoch(train) [18][7720/9365] lr: 6.1869e-02 eta: 9:56:04 time: 0.6025 data_time: 0.0771 memory: 16132 grad_norm: 1.8489 loss: 2.3737 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.3737 2023/07/21 07:39:32 - mmengine - INFO - Epoch(train) [18][7740/9365] lr: 6.1829e-02 eta: 9:55:51 time: 0.6380 data_time: 0.0881 memory: 16132 grad_norm: 1.8159 loss: 2.3528 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.3528 2023/07/21 07:39:44 - mmengine - INFO - Epoch(train) [18][7760/9365] lr: 6.1789e-02 eta: 9:55:39 time: 0.5995 data_time: 0.1035 memory: 16132 grad_norm: 1.7946 loss: 2.4454 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.4454 2023/07/21 07:39:56 - mmengine - INFO - Epoch(train) [18][7780/9365] lr: 6.1748e-02 eta: 9:55:26 time: 0.5904 data_time: 0.0833 memory: 16132 grad_norm: 1.7998 loss: 2.3833 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3833 2023/07/21 07:40:05 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 07:40:08 - mmengine - INFO - Epoch(train) [18][7800/9365] lr: 6.1708e-02 eta: 9:55:14 time: 0.5917 data_time: 0.0741 memory: 16132 grad_norm: 1.8579 loss: 2.3693 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.3693 2023/07/21 07:40:20 - mmengine - INFO - Epoch(train) [18][7820/9365] lr: 6.1667e-02 eta: 9:55:01 time: 0.6347 data_time: 0.0860 memory: 16132 grad_norm: 1.8289 loss: 2.3278 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3278 2023/07/21 07:40:33 - mmengine - INFO - Epoch(train) [18][7840/9365] lr: 6.1627e-02 eta: 9:54:49 time: 0.6424 data_time: 0.0936 memory: 16132 grad_norm: 1.8269 loss: 2.4324 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4324 2023/07/21 07:40:45 - mmengine - INFO - Epoch(train) [18][7860/9365] lr: 6.1587e-02 eta: 9:54:37 time: 0.6128 data_time: 0.0841 memory: 16132 grad_norm: 1.8190 loss: 2.4513 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4513 2023/07/21 07:40:57 - mmengine - INFO - Epoch(train) [18][7880/9365] lr: 6.1546e-02 eta: 9:54:24 time: 0.5964 data_time: 0.0989 memory: 16132 grad_norm: 1.8064 loss: 2.2804 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.2804 2023/07/21 07:41:10 - mmengine - INFO - Epoch(train) [18][7900/9365] lr: 6.1506e-02 eta: 9:54:12 time: 0.6092 data_time: 0.0807 memory: 16132 grad_norm: 1.8334 loss: 2.2878 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.2878 2023/07/21 07:41:22 - mmengine - INFO - Epoch(train) [18][7920/9365] lr: 6.1466e-02 eta: 9:53:59 time: 0.5909 data_time: 0.0762 memory: 16132 grad_norm: 1.8189 loss: 2.3598 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.3598 2023/07/21 07:41:34 - mmengine - INFO - Epoch(train) [18][7940/9365] lr: 6.1425e-02 eta: 9:53:47 time: 0.6188 data_time: 0.0804 memory: 16132 grad_norm: 1.8355 loss: 2.4744 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.4744 2023/07/21 07:41:46 - mmengine - INFO - Epoch(train) [18][7960/9365] lr: 6.1385e-02 eta: 9:53:34 time: 0.6202 data_time: 0.0886 memory: 16132 grad_norm: 1.8083 loss: 2.3389 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3389 2023/07/21 07:41:58 - mmengine - INFO - Epoch(train) [18][7980/9365] lr: 6.1345e-02 eta: 9:53:22 time: 0.5850 data_time: 0.0857 memory: 16132 grad_norm: 1.8210 loss: 2.3669 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.3669 2023/07/21 07:42:11 - mmengine - INFO - Epoch(train) [18][8000/9365] lr: 6.1304e-02 eta: 9:53:09 time: 0.6253 data_time: 0.0981 memory: 16132 grad_norm: 1.8066 loss: 2.3192 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3192 2023/07/21 07:42:24 - mmengine - INFO - Epoch(train) [18][8020/9365] lr: 6.1264e-02 eta: 9:52:57 time: 0.6424 data_time: 0.0927 memory: 16132 grad_norm: 1.8006 loss: 2.4917 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 2.4917 2023/07/21 07:42:36 - mmengine - INFO - Epoch(train) [18][8040/9365] lr: 6.1224e-02 eta: 9:52:45 time: 0.6012 data_time: 0.0849 memory: 16132 grad_norm: 1.8677 loss: 2.5040 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.5040 2023/07/21 07:42:48 - mmengine - INFO - Epoch(train) [18][8060/9365] lr: 6.1184e-02 eta: 9:52:32 time: 0.6122 data_time: 0.0940 memory: 16132 grad_norm: 1.8483 loss: 2.2892 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.2892 2023/07/21 07:43:00 - mmengine - INFO - Epoch(train) [18][8080/9365] lr: 6.1143e-02 eta: 9:52:20 time: 0.6113 data_time: 0.0981 memory: 16132 grad_norm: 1.7686 loss: 2.4389 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.4389 2023/07/21 07:43:12 - mmengine - INFO - Epoch(train) [18][8100/9365] lr: 6.1103e-02 eta: 9:52:07 time: 0.6025 data_time: 0.0882 memory: 16132 grad_norm: 1.7973 loss: 2.3770 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.3770 2023/07/21 07:43:25 - mmengine - INFO - Epoch(train) [18][8120/9365] lr: 6.1063e-02 eta: 9:51:55 time: 0.6140 data_time: 0.1127 memory: 16132 grad_norm: 1.8228 loss: 2.3654 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.3654 2023/07/21 07:43:37 - mmengine - INFO - Epoch(train) [18][8140/9365] lr: 6.1023e-02 eta: 9:51:43 time: 0.6277 data_time: 0.0777 memory: 16132 grad_norm: 1.8176 loss: 2.2081 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.2081 2023/07/21 07:43:49 - mmengine - INFO - Epoch(train) [18][8160/9365] lr: 6.0983e-02 eta: 9:51:30 time: 0.6131 data_time: 0.0909 memory: 16132 grad_norm: 1.8013 loss: 2.4840 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.4840 2023/07/21 07:44:02 - mmengine - INFO - Epoch(train) [18][8180/9365] lr: 6.0942e-02 eta: 9:51:18 time: 0.6126 data_time: 0.0853 memory: 16132 grad_norm: 1.8323 loss: 2.3707 top1_acc: 0.5312 top5_acc: 0.6250 loss_cls: 2.3707 2023/07/21 07:44:14 - mmengine - INFO - Epoch(train) [18][8200/9365] lr: 6.0902e-02 eta: 9:51:05 time: 0.6038 data_time: 0.0789 memory: 16132 grad_norm: 1.8058 loss: 2.4066 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4066 2023/07/21 07:44:26 - mmengine - INFO - Epoch(train) [18][8220/9365] lr: 6.0862e-02 eta: 9:50:53 time: 0.6198 data_time: 0.0729 memory: 16132 grad_norm: 1.7975 loss: 2.4109 top1_acc: 0.3125 top5_acc: 0.4062 loss_cls: 2.4109 2023/07/21 07:44:38 - mmengine - INFO - Epoch(train) [18][8240/9365] lr: 6.0822e-02 eta: 9:50:40 time: 0.5952 data_time: 0.0866 memory: 16132 grad_norm: 1.8198 loss: 2.5317 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5317 2023/07/21 07:44:51 - mmengine - INFO - Epoch(train) [18][8260/9365] lr: 6.0782e-02 eta: 9:50:28 time: 0.6267 data_time: 0.0897 memory: 16132 grad_norm: 1.8314 loss: 2.5342 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.5342 2023/07/21 07:45:03 - mmengine - INFO - Epoch(train) [18][8280/9365] lr: 6.0742e-02 eta: 9:50:16 time: 0.6167 data_time: 0.0858 memory: 16132 grad_norm: 1.8335 loss: 2.2840 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.2840 2023/07/21 07:45:15 - mmengine - INFO - Epoch(train) [18][8300/9365] lr: 6.0701e-02 eta: 9:50:03 time: 0.6180 data_time: 0.1177 memory: 16132 grad_norm: 1.7994 loss: 2.2810 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.2810 2023/07/21 07:45:28 - mmengine - INFO - Epoch(train) [18][8320/9365] lr: 6.0661e-02 eta: 9:49:51 time: 0.5995 data_time: 0.0915 memory: 16132 grad_norm: 1.7521 loss: 2.4419 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.4419 2023/07/21 07:45:40 - mmengine - INFO - Epoch(train) [18][8340/9365] lr: 6.0621e-02 eta: 9:49:38 time: 0.6369 data_time: 0.0749 memory: 16132 grad_norm: 1.8392 loss: 2.2941 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.2941 2023/07/21 07:45:53 - mmengine - INFO - Epoch(train) [18][8360/9365] lr: 6.0581e-02 eta: 9:49:26 time: 0.6333 data_time: 0.0850 memory: 16132 grad_norm: 1.8511 loss: 2.3790 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.3790 2023/07/21 07:46:05 - mmengine - INFO - Epoch(train) [18][8380/9365] lr: 6.0541e-02 eta: 9:49:14 time: 0.6110 data_time: 0.0866 memory: 16132 grad_norm: 1.8232 loss: 2.3150 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3150 2023/07/21 07:46:17 - mmengine - INFO - Epoch(train) [18][8400/9365] lr: 6.0501e-02 eta: 9:49:01 time: 0.6017 data_time: 0.0745 memory: 16132 grad_norm: 1.8467 loss: 2.3229 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3229 2023/07/21 07:46:30 - mmengine - INFO - Epoch(train) [18][8420/9365] lr: 6.0461e-02 eta: 9:48:49 time: 0.6189 data_time: 0.0840 memory: 16132 grad_norm: 1.7951 loss: 2.3487 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.3487 2023/07/21 07:46:42 - mmengine - INFO - Epoch(train) [18][8440/9365] lr: 6.0421e-02 eta: 9:48:36 time: 0.6013 data_time: 0.0776 memory: 16132 grad_norm: 1.8113 loss: 2.3743 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.3743 2023/07/21 07:46:54 - mmengine - INFO - Epoch(train) [18][8460/9365] lr: 6.0381e-02 eta: 9:48:24 time: 0.6042 data_time: 0.0767 memory: 16132 grad_norm: 1.8264 loss: 2.3759 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3759 2023/07/21 07:47:06 - mmengine - INFO - Epoch(train) [18][8480/9365] lr: 6.0341e-02 eta: 9:48:11 time: 0.6087 data_time: 0.0808 memory: 16132 grad_norm: 1.8518 loss: 2.3471 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.3471 2023/07/21 07:47:18 - mmengine - INFO - Epoch(train) [18][8500/9365] lr: 6.0301e-02 eta: 9:47:59 time: 0.6112 data_time: 0.1053 memory: 16132 grad_norm: 1.7948 loss: 2.3514 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.3514 2023/07/21 07:47:31 - mmengine - INFO - Epoch(train) [18][8520/9365] lr: 6.0261e-02 eta: 9:47:46 time: 0.6191 data_time: 0.1131 memory: 16132 grad_norm: 1.8189 loss: 2.2879 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2879 2023/07/21 07:47:43 - mmengine - INFO - Epoch(train) [18][8540/9365] lr: 6.0221e-02 eta: 9:47:34 time: 0.6272 data_time: 0.0953 memory: 16132 grad_norm: 1.8389 loss: 2.4509 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.4509 2023/07/21 07:47:56 - mmengine - INFO - Epoch(train) [18][8560/9365] lr: 6.0181e-02 eta: 9:47:22 time: 0.6232 data_time: 0.0872 memory: 16132 grad_norm: 1.8116 loss: 2.2806 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.2806 2023/07/21 07:48:08 - mmengine - INFO - Epoch(train) [18][8580/9365] lr: 6.0141e-02 eta: 9:47:09 time: 0.5956 data_time: 0.0920 memory: 16132 grad_norm: 1.8534 loss: 2.3849 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.3849 2023/07/21 07:48:21 - mmengine - INFO - Epoch(train) [18][8600/9365] lr: 6.0101e-02 eta: 9:46:57 time: 0.6386 data_time: 0.0825 memory: 16132 grad_norm: 1.8433 loss: 2.4005 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.4005 2023/07/21 07:48:33 - mmengine - INFO - Epoch(train) [18][8620/9365] lr: 6.0061e-02 eta: 9:46:45 time: 0.6178 data_time: 0.0992 memory: 16132 grad_norm: 1.8343 loss: 2.4547 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4547 2023/07/21 07:48:45 - mmengine - INFO - Epoch(train) [18][8640/9365] lr: 6.0021e-02 eta: 9:46:32 time: 0.6074 data_time: 0.0872 memory: 16132 grad_norm: 1.8626 loss: 2.4579 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.4579 2023/07/21 07:48:57 - mmengine - INFO - Epoch(train) [18][8660/9365] lr: 5.9981e-02 eta: 9:46:20 time: 0.6006 data_time: 0.0896 memory: 16132 grad_norm: 1.8398 loss: 2.3378 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.3378 2023/07/21 07:49:09 - mmengine - INFO - Epoch(train) [18][8680/9365] lr: 5.9941e-02 eta: 9:46:07 time: 0.5958 data_time: 0.0893 memory: 16132 grad_norm: 1.8387 loss: 2.3625 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.3625 2023/07/21 07:49:21 - mmengine - INFO - Epoch(train) [18][8700/9365] lr: 5.9901e-02 eta: 9:45:55 time: 0.6034 data_time: 0.0762 memory: 16132 grad_norm: 1.8230 loss: 2.3962 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.3962 2023/07/21 07:49:33 - mmengine - INFO - Epoch(train) [18][8720/9365] lr: 5.9861e-02 eta: 9:45:42 time: 0.5843 data_time: 0.0913 memory: 16132 grad_norm: 1.8102 loss: 2.3603 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3603 2023/07/21 07:49:45 - mmengine - INFO - Epoch(train) [18][8740/9365] lr: 5.9821e-02 eta: 9:45:29 time: 0.5903 data_time: 0.0756 memory: 16132 grad_norm: 1.8095 loss: 2.2996 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2996 2023/07/21 07:49:57 - mmengine - INFO - Epoch(train) [18][8760/9365] lr: 5.9782e-02 eta: 9:45:17 time: 0.6034 data_time: 0.1030 memory: 16132 grad_norm: 1.8251 loss: 2.3348 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.3348 2023/07/21 07:50:09 - mmengine - INFO - Epoch(train) [18][8780/9365] lr: 5.9742e-02 eta: 9:45:04 time: 0.6243 data_time: 0.0795 memory: 16132 grad_norm: 1.8217 loss: 2.4036 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.4036 2023/07/21 07:50:19 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 07:50:22 - mmengine - INFO - Epoch(train) [18][8800/9365] lr: 5.9702e-02 eta: 9:44:52 time: 0.6188 data_time: 0.0800 memory: 16132 grad_norm: 1.8530 loss: 2.5268 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.5268 2023/07/21 07:50:34 - mmengine - INFO - Epoch(train) [18][8820/9365] lr: 5.9662e-02 eta: 9:44:40 time: 0.6177 data_time: 0.1023 memory: 16132 grad_norm: 1.8133 loss: 2.2951 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.2951 2023/07/21 07:50:46 - mmengine - INFO - Epoch(train) [18][8840/9365] lr: 5.9622e-02 eta: 9:44:27 time: 0.5859 data_time: 0.0823 memory: 16132 grad_norm: 1.8149 loss: 2.4178 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.4178 2023/07/21 07:50:58 - mmengine - INFO - Epoch(train) [18][8860/9365] lr: 5.9582e-02 eta: 9:44:14 time: 0.5977 data_time: 0.0725 memory: 16132 grad_norm: 1.8427 loss: 2.3760 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3760 2023/07/21 07:51:10 - mmengine - INFO - Epoch(train) [18][8880/9365] lr: 5.9543e-02 eta: 9:44:02 time: 0.6000 data_time: 0.0785 memory: 16132 grad_norm: 1.8208 loss: 2.3270 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.3270 2023/07/21 07:51:23 - mmengine - INFO - Epoch(train) [18][8900/9365] lr: 5.9503e-02 eta: 9:43:49 time: 0.6254 data_time: 0.1071 memory: 16132 grad_norm: 1.8433 loss: 2.4064 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.4064 2023/07/21 07:51:35 - mmengine - INFO - Epoch(train) [18][8920/9365] lr: 5.9463e-02 eta: 9:43:37 time: 0.6037 data_time: 0.0887 memory: 16132 grad_norm: 1.8615 loss: 2.4950 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.4950 2023/07/21 07:51:48 - mmengine - INFO - Epoch(train) [18][8940/9365] lr: 5.9423e-02 eta: 9:43:25 time: 0.6412 data_time: 0.1181 memory: 16132 grad_norm: 1.8052 loss: 2.2870 top1_acc: 0.5000 top5_acc: 0.9062 loss_cls: 2.2870 2023/07/21 07:52:00 - mmengine - INFO - Epoch(train) [18][8960/9365] lr: 5.9383e-02 eta: 9:43:12 time: 0.6244 data_time: 0.0906 memory: 16132 grad_norm: 1.8497 loss: 2.2755 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.2755 2023/07/21 07:52:13 - mmengine - INFO - Epoch(train) [18][8980/9365] lr: 5.9344e-02 eta: 9:43:00 time: 0.6312 data_time: 0.0870 memory: 16132 grad_norm: 1.8255 loss: 2.3903 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3903 2023/07/21 07:52:25 - mmengine - INFO - Epoch(train) [18][9000/9365] lr: 5.9304e-02 eta: 9:42:48 time: 0.6228 data_time: 0.1018 memory: 16132 grad_norm: 1.8491 loss: 2.3527 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.3527 2023/07/21 07:52:38 - mmengine - INFO - Epoch(train) [18][9020/9365] lr: 5.9264e-02 eta: 9:42:36 time: 0.6428 data_time: 0.1311 memory: 16132 grad_norm: 1.8712 loss: 2.4261 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4261 2023/07/21 07:52:51 - mmengine - INFO - Epoch(train) [18][9040/9365] lr: 5.9225e-02 eta: 9:42:23 time: 0.6216 data_time: 0.0843 memory: 16132 grad_norm: 1.8349 loss: 2.2631 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.2631 2023/07/21 07:53:03 - mmengine - INFO - Epoch(train) [18][9060/9365] lr: 5.9185e-02 eta: 9:42:11 time: 0.6163 data_time: 0.0901 memory: 16132 grad_norm: 1.8387 loss: 2.3347 top1_acc: 0.2812 top5_acc: 0.4688 loss_cls: 2.3347 2023/07/21 07:53:15 - mmengine - INFO - Epoch(train) [18][9080/9365] lr: 5.9145e-02 eta: 9:41:59 time: 0.6053 data_time: 0.1110 memory: 16132 grad_norm: 1.8472 loss: 2.3175 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.3175 2023/07/21 07:53:28 - mmengine - INFO - Epoch(train) [18][9100/9365] lr: 5.9105e-02 eta: 9:41:46 time: 0.6309 data_time: 0.0805 memory: 16132 grad_norm: 1.8493 loss: 2.5061 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.5061 2023/07/21 07:53:40 - mmengine - INFO - Epoch(train) [18][9120/9365] lr: 5.9066e-02 eta: 9:41:34 time: 0.5984 data_time: 0.1106 memory: 16132 grad_norm: 1.8365 loss: 2.3831 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.3831 2023/07/21 07:53:52 - mmengine - INFO - Epoch(train) [18][9140/9365] lr: 5.9026e-02 eta: 9:41:22 time: 0.6318 data_time: 0.1006 memory: 16132 grad_norm: 1.8100 loss: 2.3035 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3035 2023/07/21 07:54:04 - mmengine - INFO - Epoch(train) [18][9160/9365] lr: 5.8986e-02 eta: 9:41:09 time: 0.5884 data_time: 0.0770 memory: 16132 grad_norm: 1.8364 loss: 2.3628 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3628 2023/07/21 07:54:16 - mmengine - INFO - Epoch(train) [18][9180/9365] lr: 5.8947e-02 eta: 9:40:56 time: 0.6029 data_time: 0.0994 memory: 16132 grad_norm: 1.7892 loss: 2.2587 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.2587 2023/07/21 07:54:28 - mmengine - INFO - Epoch(train) [18][9200/9365] lr: 5.8907e-02 eta: 9:40:44 time: 0.6073 data_time: 0.0910 memory: 16132 grad_norm: 1.8502 loss: 2.3445 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3445 2023/07/21 07:54:41 - mmengine - INFO - Epoch(train) [18][9220/9365] lr: 5.8868e-02 eta: 9:40:31 time: 0.6032 data_time: 0.0793 memory: 16132 grad_norm: 1.8748 loss: 2.3344 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.3344 2023/07/21 07:54:53 - mmengine - INFO - Epoch(train) [18][9240/9365] lr: 5.8828e-02 eta: 9:40:19 time: 0.6120 data_time: 0.0742 memory: 16132 grad_norm: 1.8122 loss: 2.4331 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.4331 2023/07/21 07:55:05 - mmengine - INFO - Epoch(train) [18][9260/9365] lr: 5.8788e-02 eta: 9:40:06 time: 0.5825 data_time: 0.0918 memory: 16132 grad_norm: 1.8574 loss: 2.3453 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.3453 2023/07/21 07:55:17 - mmengine - INFO - Epoch(train) [18][9280/9365] lr: 5.8749e-02 eta: 9:39:54 time: 0.6286 data_time: 0.0909 memory: 16132 grad_norm: 1.8549 loss: 2.3452 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.3452 2023/07/21 07:55:30 - mmengine - INFO - Epoch(train) [18][9300/9365] lr: 5.8709e-02 eta: 9:39:42 time: 0.6329 data_time: 0.1090 memory: 16132 grad_norm: 1.8856 loss: 2.4805 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.4805 2023/07/21 07:55:43 - mmengine - INFO - Epoch(train) [18][9320/9365] lr: 5.8670e-02 eta: 9:39:30 time: 0.6384 data_time: 0.0864 memory: 16132 grad_norm: 1.8659 loss: 2.2267 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.2267 2023/07/21 07:55:55 - mmengine - INFO - Epoch(train) [18][9340/9365] lr: 5.8630e-02 eta: 9:39:17 time: 0.6044 data_time: 0.1026 memory: 16132 grad_norm: 1.8345 loss: 2.1913 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 2.1913 2023/07/21 07:56:06 - mmengine - INFO - Epoch(train) [18][9360/9365] lr: 5.8591e-02 eta: 9:39:04 time: 0.5816 data_time: 0.0781 memory: 16132 grad_norm: 1.8515 loss: 2.4123 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.4123 2023/07/21 07:56:09 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 07:56:09 - mmengine - INFO - Epoch(train) [18][9365/9365] lr: 5.8581e-02 eta: 9:39:01 time: 0.5444 data_time: 0.0818 memory: 16132 grad_norm: 1.8844 loss: 2.3996 top1_acc: 0.3750 top5_acc: 0.7083 loss_cls: 2.3996 2023/07/21 07:56:09 - mmengine - INFO - Saving checkpoint at 18 epochs 2023/07/21 07:56:27 - mmengine - INFO - Epoch(val) [18][20/78] eta: 0:00:47 time: 0.8214 data_time: 0.5230 memory: 3721 2023/07/21 07:56:38 - mmengine - INFO - Epoch(val) [18][40/78] eta: 0:00:26 time: 0.5821 data_time: 0.2758 memory: 3721 2023/07/21 07:56:50 - mmengine - INFO - Epoch(val) [18][60/78] eta: 0:00:12 time: 0.5968 data_time: 0.3011 memory: 3721 2023/07/21 07:57:02 - mmengine - INFO - Epoch(val) [18][78/78] acc/top1: 0.3530 acc/top5: 0.6117 acc/mean1: 0.3529 data_time: 0.3103 time: 0.5995 2023/07/21 07:57:02 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/daiwenxun/mmlab/mmaction2/work_dirs/slowonly_r50_8xb32-u48-240e_k400-keypoint/best_acc_top1_epoch_14.pth is removed 2023/07/21 07:57:03 - mmengine - INFO - The best checkpoint with 0.3530 acc/top1 at 18 epoch is saved to best_acc_top1_epoch_18.pth. 2023/07/21 07:57:24 - mmengine - INFO - Epoch(train) [19][ 20/9365] lr: 5.8541e-02 eta: 9:38:53 time: 1.0403 data_time: 0.3609 memory: 16132 grad_norm: 1.8533 loss: 2.5402 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.5402 2023/07/21 07:57:36 - mmengine - INFO - Epoch(train) [19][ 40/9365] lr: 5.8502e-02 eta: 9:38:41 time: 0.6309 data_time: 0.0953 memory: 16132 grad_norm: 1.8293 loss: 2.3893 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.3893 2023/07/21 07:57:48 - mmengine - INFO - Epoch(train) [19][ 60/9365] lr: 5.8462e-02 eta: 9:38:28 time: 0.5927 data_time: 0.0783 memory: 16132 grad_norm: 1.8311 loss: 2.2793 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.2793 2023/07/21 07:58:01 - mmengine - INFO - Epoch(train) [19][ 80/9365] lr: 5.8423e-02 eta: 9:38:16 time: 0.6224 data_time: 0.1070 memory: 16132 grad_norm: 1.8424 loss: 2.2868 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 2.2868 2023/07/21 07:58:13 - mmengine - INFO - Epoch(train) [19][ 100/9365] lr: 5.8383e-02 eta: 9:38:03 time: 0.6083 data_time: 0.1079 memory: 16132 grad_norm: 1.8577 loss: 2.3896 top1_acc: 0.3125 top5_acc: 0.5312 loss_cls: 2.3896 2023/07/21 07:58:25 - mmengine - INFO - Epoch(train) [19][ 120/9365] lr: 5.8344e-02 eta: 9:37:51 time: 0.6080 data_time: 0.0786 memory: 16132 grad_norm: 1.8662 loss: 2.1710 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.1710 2023/07/21 07:58:37 - mmengine - INFO - Epoch(train) [19][ 140/9365] lr: 5.8304e-02 eta: 9:37:38 time: 0.5813 data_time: 0.0764 memory: 16132 grad_norm: 1.8774 loss: 2.3798 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.3798 2023/07/21 07:58:49 - mmengine - INFO - Epoch(train) [19][ 160/9365] lr: 5.8265e-02 eta: 9:37:26 time: 0.6012 data_time: 0.0819 memory: 16132 grad_norm: 1.8369 loss: 2.2575 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.2575 2023/07/21 07:59:01 - mmengine - INFO - Epoch(train) [19][ 180/9365] lr: 5.8225e-02 eta: 9:37:13 time: 0.5939 data_time: 0.0724 memory: 16132 grad_norm: 1.8503 loss: 2.2963 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.2963 2023/07/21 07:59:13 - mmengine - INFO - Epoch(train) [19][ 200/9365] lr: 5.8186e-02 eta: 9:37:00 time: 0.6064 data_time: 0.0726 memory: 16132 grad_norm: 1.8611 loss: 2.2762 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.2762 2023/07/21 07:59:25 - mmengine - INFO - Epoch(train) [19][ 220/9365] lr: 5.8146e-02 eta: 9:36:48 time: 0.6021 data_time: 0.0794 memory: 16132 grad_norm: 1.8351 loss: 2.2600 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.2600 2023/07/21 07:59:37 - mmengine - INFO - Epoch(train) [19][ 240/9365] lr: 5.8107e-02 eta: 9:36:35 time: 0.6029 data_time: 0.0789 memory: 16132 grad_norm: 1.8757 loss: 2.4552 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.4552 2023/07/21 07:59:49 - mmengine - INFO - Epoch(train) [19][ 260/9365] lr: 5.8068e-02 eta: 9:36:23 time: 0.5997 data_time: 0.1010 memory: 16132 grad_norm: 1.8657 loss: 2.1802 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.1802 2023/07/21 08:00:01 - mmengine - INFO - Epoch(train) [19][ 280/9365] lr: 5.8028e-02 eta: 9:36:10 time: 0.6007 data_time: 0.0809 memory: 16132 grad_norm: 1.8252 loss: 2.2249 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.2249 2023/07/21 08:00:13 - mmengine - INFO - Epoch(train) [19][ 300/9365] lr: 5.7989e-02 eta: 9:35:58 time: 0.5888 data_time: 0.0775 memory: 16132 grad_norm: 1.8565 loss: 2.2773 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.2773 2023/07/21 08:00:25 - mmengine - INFO - Epoch(train) [19][ 320/9365] lr: 5.7949e-02 eta: 9:35:45 time: 0.6038 data_time: 0.0814 memory: 16132 grad_norm: 1.8553 loss: 2.2639 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2639 2023/07/21 08:00:38 - mmengine - INFO - Epoch(train) [19][ 340/9365] lr: 5.7910e-02 eta: 9:35:33 time: 0.6514 data_time: 0.1199 memory: 16132 grad_norm: 1.8285 loss: 2.2588 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.2588 2023/07/21 08:00:50 - mmengine - INFO - Epoch(train) [19][ 360/9365] lr: 5.7871e-02 eta: 9:35:21 time: 0.6144 data_time: 0.1027 memory: 16132 grad_norm: 1.8727 loss: 2.3575 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.3575 2023/07/21 08:01:02 - mmengine - INFO - Epoch(train) [19][ 380/9365] lr: 5.7831e-02 eta: 9:35:08 time: 0.5977 data_time: 0.0835 memory: 16132 grad_norm: 1.8510 loss: 2.3858 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.3858 2023/07/21 08:01:15 - mmengine - INFO - Epoch(train) [19][ 400/9365] lr: 5.7792e-02 eta: 9:34:56 time: 0.6189 data_time: 0.0745 memory: 16132 grad_norm: 1.8204 loss: 2.2304 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.2304 2023/07/21 08:01:27 - mmengine - INFO - Epoch(train) [19][ 420/9365] lr: 5.7753e-02 eta: 9:34:43 time: 0.6188 data_time: 0.0830 memory: 16132 grad_norm: 1.8513 loss: 2.3429 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 2.3429 2023/07/21 08:01:33 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 08:01:39 - mmengine - INFO - Epoch(train) [19][ 440/9365] lr: 5.7714e-02 eta: 9:34:31 time: 0.6034 data_time: 0.0820 memory: 16132 grad_norm: 1.8582 loss: 2.1845 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.1845 2023/07/21 08:01:52 - mmengine - INFO - Epoch(train) [19][ 460/9365] lr: 5.7674e-02 eta: 9:34:18 time: 0.6177 data_time: 0.0849 memory: 16132 grad_norm: 1.8773 loss: 2.3363 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3363 2023/07/21 08:02:04 - mmengine - INFO - Epoch(train) [19][ 480/9365] lr: 5.7635e-02 eta: 9:34:06 time: 0.5998 data_time: 0.0778 memory: 16132 grad_norm: 1.8848 loss: 2.1863 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.1863 2023/07/21 08:02:16 - mmengine - INFO - Epoch(train) [19][ 500/9365] lr: 5.7596e-02 eta: 9:33:54 time: 0.6195 data_time: 0.0753 memory: 16132 grad_norm: 1.8546 loss: 2.1637 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 2.1637 2023/07/21 08:02:29 - mmengine - INFO - Epoch(train) [19][ 520/9365] lr: 5.7556e-02 eta: 9:33:41 time: 0.6332 data_time: 0.1246 memory: 16132 grad_norm: 1.9026 loss: 2.3681 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3681 2023/07/21 08:02:41 - mmengine - INFO - Epoch(train) [19][ 540/9365] lr: 5.7517e-02 eta: 9:33:29 time: 0.6024 data_time: 0.1112 memory: 16132 grad_norm: 1.8507 loss: 2.2550 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.2550 2023/07/21 08:02:53 - mmengine - INFO - Epoch(train) [19][ 560/9365] lr: 5.7478e-02 eta: 9:33:16 time: 0.6232 data_time: 0.0994 memory: 16132 grad_norm: 1.8643 loss: 2.3828 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.3828 2023/07/21 08:03:06 - mmengine - INFO - Epoch(train) [19][ 580/9365] lr: 5.7439e-02 eta: 9:33:04 time: 0.6018 data_time: 0.0725 memory: 16132 grad_norm: 1.8781 loss: 2.3226 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.3226 2023/07/21 08:03:18 - mmengine - INFO - Epoch(train) [19][ 600/9365] lr: 5.7400e-02 eta: 9:32:52 time: 0.6177 data_time: 0.0826 memory: 16132 grad_norm: 1.8646 loss: 2.1634 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1634 2023/07/21 08:03:31 - mmengine - INFO - Epoch(train) [19][ 620/9365] lr: 5.7360e-02 eta: 9:32:39 time: 0.6355 data_time: 0.0845 memory: 16132 grad_norm: 1.8996 loss: 2.2304 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 2.2304 2023/07/21 08:03:43 - mmengine - INFO - Epoch(train) [19][ 640/9365] lr: 5.7321e-02 eta: 9:32:27 time: 0.6307 data_time: 0.0796 memory: 16132 grad_norm: 1.8992 loss: 2.3681 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.3681 2023/07/21 08:03:55 - mmengine - INFO - Epoch(train) [19][ 660/9365] lr: 5.7282e-02 eta: 9:32:15 time: 0.6042 data_time: 0.0894 memory: 16132 grad_norm: 1.8590 loss: 2.2097 top1_acc: 0.2812 top5_acc: 0.6250 loss_cls: 2.2097 2023/07/21 08:04:08 - mmengine - INFO - Epoch(train) [19][ 680/9365] lr: 5.7243e-02 eta: 9:32:02 time: 0.6320 data_time: 0.1119 memory: 16132 grad_norm: 1.8797 loss: 2.3019 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.3019 2023/07/21 08:04:20 - mmengine - INFO - Epoch(train) [19][ 700/9365] lr: 5.7204e-02 eta: 9:31:50 time: 0.5924 data_time: 0.0952 memory: 16132 grad_norm: 1.8842 loss: 2.2861 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.2861 2023/07/21 08:04:33 - mmengine - INFO - Epoch(train) [19][ 720/9365] lr: 5.7165e-02 eta: 9:31:38 time: 0.6303 data_time: 0.0781 memory: 16132 grad_norm: 1.8678 loss: 2.2213 top1_acc: 0.3125 top5_acc: 0.7812 loss_cls: 2.2213 2023/07/21 08:04:45 - mmengine - INFO - Epoch(train) [19][ 740/9365] lr: 5.7125e-02 eta: 9:31:25 time: 0.6023 data_time: 0.0849 memory: 16132 grad_norm: 1.9283 loss: 2.3558 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.3558 2023/07/21 08:04:58 - mmengine - INFO - Epoch(train) [19][ 760/9365] lr: 5.7086e-02 eta: 9:31:13 time: 0.6372 data_time: 0.0887 memory: 16132 grad_norm: 1.8497 loss: 2.4002 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.4002 2023/07/21 08:05:09 - mmengine - INFO - Epoch(train) [19][ 780/9365] lr: 5.7047e-02 eta: 9:31:00 time: 0.5968 data_time: 0.0953 memory: 16132 grad_norm: 1.8885 loss: 2.2840 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.2840 2023/07/21 08:05:22 - mmengine - INFO - Epoch(train) [19][ 800/9365] lr: 5.7008e-02 eta: 9:30:48 time: 0.6196 data_time: 0.0767 memory: 16132 grad_norm: 1.8923 loss: 2.4289 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4289 2023/07/21 08:05:34 - mmengine - INFO - Epoch(train) [19][ 820/9365] lr: 5.6969e-02 eta: 9:30:35 time: 0.6019 data_time: 0.0818 memory: 16132 grad_norm: 1.8916 loss: 2.2668 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2668 2023/07/21 08:05:46 - mmengine - INFO - Epoch(train) [19][ 840/9365] lr: 5.6930e-02 eta: 9:30:23 time: 0.5924 data_time: 0.0727 memory: 16132 grad_norm: 1.8783 loss: 2.2654 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.2654 2023/07/21 08:05:58 - mmengine - INFO - Epoch(train) [19][ 860/9365] lr: 5.6891e-02 eta: 9:30:10 time: 0.6231 data_time: 0.0866 memory: 16132 grad_norm: 1.8629 loss: 2.3342 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3342 2023/07/21 08:06:11 - mmengine - INFO - Epoch(train) [19][ 880/9365] lr: 5.6852e-02 eta: 9:29:58 time: 0.6246 data_time: 0.0820 memory: 16132 grad_norm: 1.9024 loss: 2.3112 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3112 2023/07/21 08:06:23 - mmengine - INFO - Epoch(train) [19][ 900/9365] lr: 5.6813e-02 eta: 9:29:45 time: 0.5951 data_time: 0.0893 memory: 16132 grad_norm: 1.8047 loss: 2.1014 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.1014 2023/07/21 08:06:35 - mmengine - INFO - Epoch(train) [19][ 920/9365] lr: 5.6774e-02 eta: 9:29:33 time: 0.6057 data_time: 0.0794 memory: 16132 grad_norm: 1.8570 loss: 2.3321 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.3321 2023/07/21 08:06:47 - mmengine - INFO - Epoch(train) [19][ 940/9365] lr: 5.6735e-02 eta: 9:29:20 time: 0.6000 data_time: 0.0906 memory: 16132 grad_norm: 1.8792 loss: 2.4656 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.4656 2023/07/21 08:07:00 - mmengine - INFO - Epoch(train) [19][ 960/9365] lr: 5.6696e-02 eta: 9:29:08 time: 0.6322 data_time: 0.0848 memory: 16132 grad_norm: 1.9025 loss: 2.2070 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.2070 2023/07/21 08:07:12 - mmengine - INFO - Epoch(train) [19][ 980/9365] lr: 5.6657e-02 eta: 9:28:56 time: 0.6118 data_time: 0.0829 memory: 16132 grad_norm: 1.8594 loss: 2.3515 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3515 2023/07/21 08:07:24 - mmengine - INFO - Epoch(train) [19][1000/9365] lr: 5.6618e-02 eta: 9:28:43 time: 0.6080 data_time: 0.0757 memory: 16132 grad_norm: 1.8821 loss: 2.3679 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.3679 2023/07/21 08:07:37 - mmengine - INFO - Epoch(train) [19][1020/9365] lr: 5.6579e-02 eta: 9:28:31 time: 0.6340 data_time: 0.0776 memory: 16132 grad_norm: 1.8785 loss: 2.2395 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.2395 2023/07/21 08:07:48 - mmengine - INFO - Epoch(train) [19][1040/9365] lr: 5.6540e-02 eta: 9:28:18 time: 0.5744 data_time: 0.0766 memory: 16132 grad_norm: 1.8838 loss: 2.3175 top1_acc: 0.2812 top5_acc: 0.5625 loss_cls: 2.3175 2023/07/21 08:08:01 - mmengine - INFO - Epoch(train) [19][1060/9365] lr: 5.6501e-02 eta: 9:28:06 time: 0.6385 data_time: 0.1391 memory: 16132 grad_norm: 1.8295 loss: 2.3901 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.3901 2023/07/21 08:08:14 - mmengine - INFO - Epoch(train) [19][1080/9365] lr: 5.6462e-02 eta: 9:27:54 time: 0.6173 data_time: 0.1059 memory: 16132 grad_norm: 1.8561 loss: 2.3234 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.3234 2023/07/21 08:08:26 - mmengine - INFO - Epoch(train) [19][1100/9365] lr: 5.6423e-02 eta: 9:27:41 time: 0.5985 data_time: 0.1011 memory: 16132 grad_norm: 1.8755 loss: 2.2907 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.2907 2023/07/21 08:08:39 - mmengine - INFO - Epoch(train) [19][1120/9365] lr: 5.6384e-02 eta: 9:27:29 time: 0.6553 data_time: 0.0842 memory: 16132 grad_norm: 1.8918 loss: 2.3129 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.3129 2023/07/21 08:08:51 - mmengine - INFO - Epoch(train) [19][1140/9365] lr: 5.6345e-02 eta: 9:27:17 time: 0.6362 data_time: 0.1031 memory: 16132 grad_norm: 1.9012 loss: 2.2422 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.2422 2023/07/21 08:09:04 - mmengine - INFO - Epoch(train) [19][1160/9365] lr: 5.6306e-02 eta: 9:27:05 time: 0.6343 data_time: 0.0952 memory: 16132 grad_norm: 1.8695 loss: 2.1696 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1696 2023/07/21 08:09:17 - mmengine - INFO - Epoch(train) [19][1180/9365] lr: 5.6267e-02 eta: 9:26:52 time: 0.6185 data_time: 0.0965 memory: 16132 grad_norm: 1.8844 loss: 2.3527 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3527 2023/07/21 08:09:29 - mmengine - INFO - Epoch(train) [19][1200/9365] lr: 5.6229e-02 eta: 9:26:40 time: 0.6074 data_time: 0.0833 memory: 16132 grad_norm: 1.8871 loss: 2.4047 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4047 2023/07/21 08:09:42 - mmengine - INFO - Epoch(train) [19][1220/9365] lr: 5.6190e-02 eta: 9:26:28 time: 0.6403 data_time: 0.1305 memory: 16132 grad_norm: 1.8911 loss: 2.2024 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.2024 2023/07/21 08:09:54 - mmengine - INFO - Epoch(train) [19][1240/9365] lr: 5.6151e-02 eta: 9:26:16 time: 0.6243 data_time: 0.0895 memory: 16132 grad_norm: 1.8985 loss: 2.3566 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.3566 2023/07/21 08:10:06 - mmengine - INFO - Epoch(train) [19][1260/9365] lr: 5.6112e-02 eta: 9:26:03 time: 0.6029 data_time: 0.1018 memory: 16132 grad_norm: 1.9373 loss: 2.3953 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.3953 2023/07/21 08:10:18 - mmengine - INFO - Epoch(train) [19][1280/9365] lr: 5.6073e-02 eta: 9:25:50 time: 0.6063 data_time: 0.0730 memory: 16132 grad_norm: 1.9161 loss: 2.3236 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.3236 2023/07/21 08:10:31 - mmengine - INFO - Epoch(train) [19][1300/9365] lr: 5.6034e-02 eta: 9:25:38 time: 0.6312 data_time: 0.0754 memory: 16132 grad_norm: 1.8891 loss: 2.2048 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.2048 2023/07/21 08:10:43 - mmengine - INFO - Epoch(train) [19][1320/9365] lr: 5.5996e-02 eta: 9:25:26 time: 0.5905 data_time: 0.0836 memory: 16132 grad_norm: 1.9106 loss: 2.3580 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.3580 2023/07/21 08:10:55 - mmengine - INFO - Epoch(train) [19][1340/9365] lr: 5.5957e-02 eta: 9:25:13 time: 0.6104 data_time: 0.0686 memory: 16132 grad_norm: 1.9311 loss: 2.2543 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.2543 2023/07/21 08:11:07 - mmengine - INFO - Epoch(train) [19][1360/9365] lr: 5.5918e-02 eta: 9:25:01 time: 0.6087 data_time: 0.0873 memory: 16132 grad_norm: 1.8491 loss: 2.3066 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3066 2023/07/21 08:11:20 - mmengine - INFO - Epoch(train) [19][1380/9365] lr: 5.5879e-02 eta: 9:24:49 time: 0.6431 data_time: 0.0898 memory: 16132 grad_norm: 1.9369 loss: 2.2489 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2489 2023/07/21 08:11:32 - mmengine - INFO - Epoch(train) [19][1400/9365] lr: 5.5840e-02 eta: 9:24:36 time: 0.5931 data_time: 0.0806 memory: 16132 grad_norm: 1.8694 loss: 2.3647 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.3647 2023/07/21 08:11:44 - mmengine - INFO - Epoch(train) [19][1420/9365] lr: 5.5802e-02 eta: 9:24:23 time: 0.6102 data_time: 0.0739 memory: 16132 grad_norm: 1.8335 loss: 2.2967 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.2967 2023/07/21 08:11:51 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 08:11:57 - mmengine - INFO - Epoch(train) [19][1440/9365] lr: 5.5763e-02 eta: 9:24:11 time: 0.6131 data_time: 0.0827 memory: 16132 grad_norm: 1.8732 loss: 2.3350 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3350 2023/07/21 08:12:09 - mmengine - INFO - Epoch(train) [19][1460/9365] lr: 5.5724e-02 eta: 9:23:59 time: 0.6194 data_time: 0.0880 memory: 16132 grad_norm: 1.8636 loss: 2.2295 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.2295 2023/07/21 08:12:21 - mmengine - INFO - Epoch(train) [19][1480/9365] lr: 5.5685e-02 eta: 9:23:46 time: 0.6084 data_time: 0.0876 memory: 16132 grad_norm: 1.9130 loss: 2.2243 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2243 2023/07/21 08:12:33 - mmengine - INFO - Epoch(train) [19][1500/9365] lr: 5.5647e-02 eta: 9:23:34 time: 0.5830 data_time: 0.0784 memory: 16132 grad_norm: 1.8967 loss: 2.3833 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.3833 2023/07/21 08:12:45 - mmengine - INFO - Epoch(train) [19][1520/9365] lr: 5.5608e-02 eta: 9:23:21 time: 0.6233 data_time: 0.0841 memory: 16132 grad_norm: 1.8981 loss: 2.4119 top1_acc: 0.4062 top5_acc: 0.8438 loss_cls: 2.4119 2023/07/21 08:12:58 - mmengine - INFO - Epoch(train) [19][1540/9365] lr: 5.5569e-02 eta: 9:23:09 time: 0.6275 data_time: 0.1155 memory: 16132 grad_norm: 1.9126 loss: 2.4308 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 2.4308 2023/07/21 08:13:10 - mmengine - INFO - Epoch(train) [19][1560/9365] lr: 5.5531e-02 eta: 9:22:56 time: 0.5920 data_time: 0.1137 memory: 16132 grad_norm: 1.8846 loss: 2.1771 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.1771 2023/07/21 08:13:22 - mmengine - INFO - Epoch(train) [19][1580/9365] lr: 5.5492e-02 eta: 9:22:44 time: 0.6158 data_time: 0.0920 memory: 16132 grad_norm: 1.8975 loss: 2.3719 top1_acc: 0.4062 top5_acc: 0.5625 loss_cls: 2.3719 2023/07/21 08:13:34 - mmengine - INFO - Epoch(train) [19][1600/9365] lr: 5.5453e-02 eta: 9:22:31 time: 0.6001 data_time: 0.0741 memory: 16132 grad_norm: 1.8739 loss: 2.2213 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.2213 2023/07/21 08:13:46 - mmengine - INFO - Epoch(train) [19][1620/9365] lr: 5.5415e-02 eta: 9:22:19 time: 0.5978 data_time: 0.1104 memory: 16132 grad_norm: 1.9028 loss: 2.2182 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.2182 2023/07/21 08:13:59 - mmengine - INFO - Epoch(train) [19][1640/9365] lr: 5.5376e-02 eta: 9:22:06 time: 0.6120 data_time: 0.0733 memory: 16132 grad_norm: 1.9068 loss: 2.3192 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.3192 2023/07/21 08:14:11 - mmengine - INFO - Epoch(train) [19][1660/9365] lr: 5.5338e-02 eta: 9:21:54 time: 0.6170 data_time: 0.0796 memory: 16132 grad_norm: 1.9114 loss: 2.3553 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3553 2023/07/21 08:14:23 - mmengine - INFO - Epoch(train) [19][1680/9365] lr: 5.5299e-02 eta: 9:21:42 time: 0.6181 data_time: 0.0804 memory: 16132 grad_norm: 1.8680 loss: 2.1375 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.1375 2023/07/21 08:14:36 - mmengine - INFO - Epoch(train) [19][1700/9365] lr: 5.5260e-02 eta: 9:21:29 time: 0.6175 data_time: 0.0933 memory: 16132 grad_norm: 1.9039 loss: 2.2970 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.2970 2023/07/21 08:14:48 - mmengine - INFO - Epoch(train) [19][1720/9365] lr: 5.5222e-02 eta: 9:21:17 time: 0.6062 data_time: 0.0894 memory: 16132 grad_norm: 1.9179 loss: 2.2800 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2800 2023/07/21 08:15:01 - mmengine - INFO - Epoch(train) [19][1740/9365] lr: 5.5183e-02 eta: 9:21:05 time: 0.6429 data_time: 0.1126 memory: 16132 grad_norm: 1.8815 loss: 2.1751 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1751 2023/07/21 08:15:13 - mmengine - INFO - Epoch(train) [19][1760/9365] lr: 5.5145e-02 eta: 9:20:52 time: 0.6196 data_time: 0.1117 memory: 16132 grad_norm: 1.9047 loss: 2.3153 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.3153 2023/07/21 08:15:25 - mmengine - INFO - Epoch(train) [19][1780/9365] lr: 5.5106e-02 eta: 9:20:40 time: 0.6020 data_time: 0.0858 memory: 16132 grad_norm: 1.8970 loss: 2.3772 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.3772 2023/07/21 08:15:38 - mmengine - INFO - Epoch(train) [19][1800/9365] lr: 5.5068e-02 eta: 9:20:28 time: 0.6510 data_time: 0.0808 memory: 16132 grad_norm: 1.8611 loss: 2.1962 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.1962 2023/07/21 08:15:50 - mmengine - INFO - Epoch(train) [19][1820/9365] lr: 5.5029e-02 eta: 9:20:15 time: 0.6018 data_time: 0.0869 memory: 16132 grad_norm: 1.8722 loss: 2.1973 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1973 2023/07/21 08:16:03 - mmengine - INFO - Epoch(train) [19][1840/9365] lr: 5.4991e-02 eta: 9:20:03 time: 0.6260 data_time: 0.0819 memory: 16132 grad_norm: 1.9198 loss: 2.3191 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3191 2023/07/21 08:16:15 - mmengine - INFO - Epoch(train) [19][1860/9365] lr: 5.4952e-02 eta: 9:19:50 time: 0.6043 data_time: 0.0763 memory: 16132 grad_norm: 1.9261 loss: 2.2145 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.2145 2023/07/21 08:16:27 - mmengine - INFO - Epoch(train) [19][1880/9365] lr: 5.4914e-02 eta: 9:19:38 time: 0.6088 data_time: 0.0797 memory: 16132 grad_norm: 1.9124 loss: 2.2359 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.2359 2023/07/21 08:16:39 - mmengine - INFO - Epoch(train) [19][1900/9365] lr: 5.4875e-02 eta: 9:19:25 time: 0.6030 data_time: 0.0876 memory: 16132 grad_norm: 1.9434 loss: 2.3258 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.3258 2023/07/21 08:16:52 - mmengine - INFO - Epoch(train) [19][1920/9365] lr: 5.4837e-02 eta: 9:19:13 time: 0.6305 data_time: 0.0997 memory: 16132 grad_norm: 1.8940 loss: 2.2302 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.2302 2023/07/21 08:17:05 - mmengine - INFO - Epoch(train) [19][1940/9365] lr: 5.4798e-02 eta: 9:19:01 time: 0.6471 data_time: 0.0787 memory: 16132 grad_norm: 1.9291 loss: 2.4323 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4323 2023/07/21 08:17:17 - mmengine - INFO - Epoch(train) [19][1960/9365] lr: 5.4760e-02 eta: 9:18:49 time: 0.6082 data_time: 0.0835 memory: 16132 grad_norm: 1.9170 loss: 2.4202 top1_acc: 0.2812 top5_acc: 0.7188 loss_cls: 2.4202 2023/07/21 08:17:29 - mmengine - INFO - Epoch(train) [19][1980/9365] lr: 5.4721e-02 eta: 9:18:36 time: 0.6085 data_time: 0.0898 memory: 16132 grad_norm: 1.9158 loss: 2.2808 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2808 2023/07/21 08:17:42 - mmengine - INFO - Epoch(train) [19][2000/9365] lr: 5.4683e-02 eta: 9:18:24 time: 0.6306 data_time: 0.0898 memory: 16132 grad_norm: 1.9539 loss: 2.2705 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2705 2023/07/21 08:17:55 - mmengine - INFO - Epoch(train) [19][2020/9365] lr: 5.4644e-02 eta: 9:18:12 time: 0.6213 data_time: 0.1054 memory: 16132 grad_norm: 1.8856 loss: 2.3323 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3323 2023/07/21 08:18:07 - mmengine - INFO - Epoch(train) [19][2040/9365] lr: 5.4606e-02 eta: 9:17:59 time: 0.6140 data_time: 0.0800 memory: 16132 grad_norm: 1.8868 loss: 2.2594 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.2594 2023/07/21 08:18:19 - mmengine - INFO - Epoch(train) [19][2060/9365] lr: 5.4568e-02 eta: 9:17:47 time: 0.6080 data_time: 0.0907 memory: 16132 grad_norm: 1.8897 loss: 2.3487 top1_acc: 0.3125 top5_acc: 0.4688 loss_cls: 2.3487 2023/07/21 08:18:32 - mmengine - INFO - Epoch(train) [19][2080/9365] lr: 5.4529e-02 eta: 9:17:34 time: 0.6274 data_time: 0.0777 memory: 16132 grad_norm: 1.9053 loss: 2.4899 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.4899 2023/07/21 08:18:44 - mmengine - INFO - Epoch(train) [19][2100/9365] lr: 5.4491e-02 eta: 9:17:22 time: 0.6098 data_time: 0.0835 memory: 16132 grad_norm: 1.8863 loss: 2.2258 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.2258 2023/07/21 08:18:57 - mmengine - INFO - Epoch(train) [19][2120/9365] lr: 5.4453e-02 eta: 9:17:10 time: 0.6307 data_time: 0.0776 memory: 16132 grad_norm: 1.9229 loss: 2.3057 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.3057 2023/07/21 08:19:09 - mmengine - INFO - Epoch(train) [19][2140/9365] lr: 5.4414e-02 eta: 9:16:57 time: 0.6096 data_time: 0.0838 memory: 16132 grad_norm: 1.8765 loss: 2.3739 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.3739 2023/07/21 08:19:21 - mmengine - INFO - Epoch(train) [19][2160/9365] lr: 5.4376e-02 eta: 9:16:45 time: 0.6213 data_time: 0.0967 memory: 16132 grad_norm: 1.8866 loss: 2.2870 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2870 2023/07/21 08:19:33 - mmengine - INFO - Epoch(train) [19][2180/9365] lr: 5.4338e-02 eta: 9:16:32 time: 0.6013 data_time: 0.1168 memory: 16132 grad_norm: 1.8904 loss: 2.2417 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.2417 2023/07/21 08:19:45 - mmengine - INFO - Epoch(train) [19][2200/9365] lr: 5.4299e-02 eta: 9:16:20 time: 0.5899 data_time: 0.0757 memory: 16132 grad_norm: 1.9401 loss: 2.3306 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.3306 2023/07/21 08:19:58 - mmengine - INFO - Epoch(train) [19][2220/9365] lr: 5.4261e-02 eta: 9:16:07 time: 0.6230 data_time: 0.0783 memory: 16132 grad_norm: 1.9209 loss: 2.4414 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.4414 2023/07/21 08:20:10 - mmengine - INFO - Epoch(train) [19][2240/9365] lr: 5.4223e-02 eta: 9:15:55 time: 0.6231 data_time: 0.1027 memory: 16132 grad_norm: 1.8808 loss: 2.2105 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2105 2023/07/21 08:20:22 - mmengine - INFO - Epoch(train) [19][2260/9365] lr: 5.4184e-02 eta: 9:15:43 time: 0.5966 data_time: 0.0957 memory: 16132 grad_norm: 1.9078 loss: 2.2558 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.2558 2023/07/21 08:20:34 - mmengine - INFO - Epoch(train) [19][2280/9365] lr: 5.4146e-02 eta: 9:15:30 time: 0.5797 data_time: 0.0744 memory: 16132 grad_norm: 1.9114 loss: 2.2483 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.2483 2023/07/21 08:20:46 - mmengine - INFO - Epoch(train) [19][2300/9365] lr: 5.4108e-02 eta: 9:15:17 time: 0.6159 data_time: 0.0803 memory: 16132 grad_norm: 1.9162 loss: 2.3392 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.3392 2023/07/21 08:20:58 - mmengine - INFO - Epoch(train) [19][2320/9365] lr: 5.4070e-02 eta: 9:15:05 time: 0.6041 data_time: 0.0861 memory: 16132 grad_norm: 1.8480 loss: 2.3431 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.3431 2023/07/21 08:21:11 - mmengine - INFO - Epoch(train) [19][2340/9365] lr: 5.4031e-02 eta: 9:14:53 time: 0.6198 data_time: 0.0993 memory: 16132 grad_norm: 1.8925 loss: 2.3610 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3610 2023/07/21 08:21:23 - mmengine - INFO - Epoch(train) [19][2360/9365] lr: 5.3993e-02 eta: 9:14:40 time: 0.5955 data_time: 0.0859 memory: 16132 grad_norm: 1.9071 loss: 2.3165 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.3165 2023/07/21 08:21:34 - mmengine - INFO - Epoch(train) [19][2380/9365] lr: 5.3955e-02 eta: 9:14:27 time: 0.5728 data_time: 0.0819 memory: 16132 grad_norm: 1.9231 loss: 2.2751 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2751 2023/07/21 08:21:46 - mmengine - INFO - Epoch(train) [19][2400/9365] lr: 5.3917e-02 eta: 9:14:15 time: 0.6156 data_time: 0.0782 memory: 16132 grad_norm: 1.8800 loss: 2.2706 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.2706 2023/07/21 08:21:59 - mmengine - INFO - Epoch(train) [19][2420/9365] lr: 5.3879e-02 eta: 9:14:02 time: 0.6267 data_time: 0.0869 memory: 16132 grad_norm: 1.8954 loss: 2.2482 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.2482 2023/07/21 08:22:05 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 08:22:11 - mmengine - INFO - Epoch(train) [19][2440/9365] lr: 5.3841e-02 eta: 9:13:50 time: 0.6059 data_time: 0.1104 memory: 16132 grad_norm: 1.9385 loss: 2.3468 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3468 2023/07/21 08:22:23 - mmengine - INFO - Epoch(train) [19][2460/9365] lr: 5.3802e-02 eta: 9:13:37 time: 0.6095 data_time: 0.0871 memory: 16132 grad_norm: 1.8411 loss: 2.2816 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.2816 2023/07/21 08:22:35 - mmengine - INFO - Epoch(train) [19][2480/9365] lr: 5.3764e-02 eta: 9:13:25 time: 0.6038 data_time: 0.0788 memory: 16132 grad_norm: 1.8885 loss: 2.2304 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 2.2304 2023/07/21 08:22:48 - mmengine - INFO - Epoch(train) [19][2500/9365] lr: 5.3726e-02 eta: 9:13:13 time: 0.6191 data_time: 0.0744 memory: 16132 grad_norm: 1.9400 loss: 2.2296 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.2296 2023/07/21 08:23:00 - mmengine - INFO - Epoch(train) [19][2520/9365] lr: 5.3688e-02 eta: 9:13:00 time: 0.5872 data_time: 0.0962 memory: 16132 grad_norm: 1.9181 loss: 2.2799 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.2799 2023/07/21 08:23:12 - mmengine - INFO - Epoch(train) [19][2540/9365] lr: 5.3650e-02 eta: 9:12:47 time: 0.6018 data_time: 0.0843 memory: 16132 grad_norm: 1.9448 loss: 2.2824 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.2824 2023/07/21 08:23:24 - mmengine - INFO - Epoch(train) [19][2560/9365] lr: 5.3612e-02 eta: 9:12:35 time: 0.6189 data_time: 0.0872 memory: 16132 grad_norm: 1.8987 loss: 2.1957 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.1957 2023/07/21 08:23:37 - mmengine - INFO - Epoch(train) [19][2580/9365] lr: 5.3574e-02 eta: 9:12:23 time: 0.6189 data_time: 0.0984 memory: 16132 grad_norm: 1.8857 loss: 2.3470 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.3470 2023/07/21 08:23:49 - mmengine - INFO - Epoch(train) [19][2600/9365] lr: 5.3536e-02 eta: 9:12:10 time: 0.6063 data_time: 0.0801 memory: 16132 grad_norm: 1.8807 loss: 2.2547 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.2547 2023/07/21 08:24:02 - mmengine - INFO - Epoch(train) [19][2620/9365] lr: 5.3498e-02 eta: 9:11:58 time: 0.6411 data_time: 0.0831 memory: 16132 grad_norm: 1.9241 loss: 2.2882 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.2882 2023/07/21 08:24:13 - mmengine - INFO - Epoch(train) [19][2640/9365] lr: 5.3459e-02 eta: 9:11:45 time: 0.5954 data_time: 0.0813 memory: 16132 grad_norm: 1.8899 loss: 2.3814 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.3814 2023/07/21 08:24:26 - mmengine - INFO - Epoch(train) [19][2660/9365] lr: 5.3421e-02 eta: 9:11:33 time: 0.6298 data_time: 0.0842 memory: 16132 grad_norm: 1.9287 loss: 2.3465 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.3465 2023/07/21 08:24:38 - mmengine - INFO - Epoch(train) [19][2680/9365] lr: 5.3383e-02 eta: 9:11:20 time: 0.5813 data_time: 0.0836 memory: 16132 grad_norm: 1.9244 loss: 2.2334 top1_acc: 0.4062 top5_acc: 0.8750 loss_cls: 2.2334 2023/07/21 08:24:50 - mmengine - INFO - Epoch(train) [19][2700/9365] lr: 5.3345e-02 eta: 9:11:08 time: 0.6296 data_time: 0.0978 memory: 16132 grad_norm: 1.9247 loss: 2.3227 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.3227 2023/07/21 08:25:03 - mmengine - INFO - Epoch(train) [19][2720/9365] lr: 5.3307e-02 eta: 9:10:56 time: 0.6313 data_time: 0.1161 memory: 16132 grad_norm: 1.9241 loss: 2.2946 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.2946 2023/07/21 08:25:15 - mmengine - INFO - Epoch(train) [19][2740/9365] lr: 5.3269e-02 eta: 9:10:43 time: 0.5875 data_time: 0.0907 memory: 16132 grad_norm: 1.8977 loss: 2.1854 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.1854 2023/07/21 08:25:27 - mmengine - INFO - Epoch(train) [19][2760/9365] lr: 5.3231e-02 eta: 9:10:31 time: 0.5886 data_time: 0.0817 memory: 16132 grad_norm: 1.8945 loss: 2.3720 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.3720 2023/07/21 08:25:39 - mmengine - INFO - Epoch(train) [19][2780/9365] lr: 5.3193e-02 eta: 9:10:18 time: 0.6330 data_time: 0.0920 memory: 16132 grad_norm: 1.9378 loss: 2.3180 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.3180 2023/07/21 08:25:52 - mmengine - INFO - Epoch(train) [19][2800/9365] lr: 5.3155e-02 eta: 9:10:06 time: 0.6075 data_time: 0.0851 memory: 16132 grad_norm: 1.8894 loss: 2.3443 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.3443 2023/07/21 08:26:04 - mmengine - INFO - Epoch(train) [19][2820/9365] lr: 5.3117e-02 eta: 9:09:54 time: 0.6126 data_time: 0.0873 memory: 16132 grad_norm: 1.9102 loss: 2.4389 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.4389 2023/07/21 08:26:16 - mmengine - INFO - Epoch(train) [19][2840/9365] lr: 5.3080e-02 eta: 9:09:41 time: 0.6077 data_time: 0.0801 memory: 16132 grad_norm: 1.9497 loss: 2.3831 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.3831 2023/07/21 08:26:28 - mmengine - INFO - Epoch(train) [19][2860/9365] lr: 5.3042e-02 eta: 9:09:28 time: 0.5802 data_time: 0.0779 memory: 16132 grad_norm: 1.9768 loss: 2.3411 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.3411 2023/07/21 08:26:40 - mmengine - INFO - Epoch(train) [19][2880/9365] lr: 5.3004e-02 eta: 9:09:16 time: 0.6301 data_time: 0.0939 memory: 16132 grad_norm: 1.9242 loss: 2.2215 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 2.2215 2023/07/21 08:26:52 - mmengine - INFO - Epoch(train) [19][2900/9365] lr: 5.2966e-02 eta: 9:09:03 time: 0.5939 data_time: 0.0993 memory: 16132 grad_norm: 1.9278 loss: 2.3087 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3087 2023/07/21 08:27:05 - mmengine - INFO - Epoch(train) [19][2920/9365] lr: 5.2928e-02 eta: 9:08:51 time: 0.6331 data_time: 0.0906 memory: 16132 grad_norm: 1.8939 loss: 2.2884 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2884 2023/07/21 08:27:17 - mmengine - INFO - Epoch(train) [19][2940/9365] lr: 5.2890e-02 eta: 9:08:39 time: 0.6166 data_time: 0.0873 memory: 16132 grad_norm: 1.9366 loss: 2.3358 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.3358 2023/07/21 08:27:29 - mmengine - INFO - Epoch(train) [19][2960/9365] lr: 5.2852e-02 eta: 9:08:26 time: 0.5937 data_time: 0.1025 memory: 16132 grad_norm: 1.9618 loss: 2.2510 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.2510 2023/07/21 08:27:42 - mmengine - INFO - Epoch(train) [19][2980/9365] lr: 5.2814e-02 eta: 9:08:14 time: 0.6545 data_time: 0.0881 memory: 16132 grad_norm: 1.9153 loss: 2.3253 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.3253 2023/07/21 08:27:55 - mmengine - INFO - Epoch(train) [19][3000/9365] lr: 5.2776e-02 eta: 9:08:02 time: 0.6149 data_time: 0.0823 memory: 16132 grad_norm: 1.9262 loss: 2.3891 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.3891 2023/07/21 08:28:06 - mmengine - INFO - Epoch(train) [19][3020/9365] lr: 5.2739e-02 eta: 9:07:49 time: 0.5911 data_time: 0.0948 memory: 16132 grad_norm: 1.9329 loss: 2.1400 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.1400 2023/07/21 08:28:19 - mmengine - INFO - Epoch(train) [19][3040/9365] lr: 5.2701e-02 eta: 9:07:37 time: 0.6320 data_time: 0.1247 memory: 16132 grad_norm: 1.8737 loss: 2.2660 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2660 2023/07/21 08:28:32 - mmengine - INFO - Epoch(train) [19][3060/9365] lr: 5.2663e-02 eta: 9:07:25 time: 0.6525 data_time: 0.0829 memory: 16132 grad_norm: 1.9459 loss: 2.4017 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.4017 2023/07/21 08:28:44 - mmengine - INFO - Epoch(train) [19][3080/9365] lr: 5.2625e-02 eta: 9:07:13 time: 0.6093 data_time: 0.0871 memory: 16132 grad_norm: 1.9102 loss: 2.2216 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.2216 2023/07/21 08:28:57 - mmengine - INFO - Epoch(train) [19][3100/9365] lr: 5.2587e-02 eta: 9:07:00 time: 0.6057 data_time: 0.0747 memory: 16132 grad_norm: 1.9298 loss: 2.1626 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1626 2023/07/21 08:29:09 - mmengine - INFO - Epoch(train) [19][3120/9365] lr: 5.2550e-02 eta: 9:06:47 time: 0.5991 data_time: 0.0922 memory: 16132 grad_norm: 1.9518 loss: 2.4234 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.4234 2023/07/21 08:29:21 - mmengine - INFO - Epoch(train) [19][3140/9365] lr: 5.2512e-02 eta: 9:06:35 time: 0.6057 data_time: 0.0741 memory: 16132 grad_norm: 1.9420 loss: 2.2975 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.2975 2023/07/21 08:29:33 - mmengine - INFO - Epoch(train) [19][3160/9365] lr: 5.2474e-02 eta: 9:06:23 time: 0.6049 data_time: 0.0799 memory: 16132 grad_norm: 1.9265 loss: 2.2598 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.2598 2023/07/21 08:29:45 - mmengine - INFO - Epoch(train) [19][3180/9365] lr: 5.2436e-02 eta: 9:06:10 time: 0.6108 data_time: 0.0859 memory: 16132 grad_norm: 1.9394 loss: 2.3095 top1_acc: 0.3438 top5_acc: 0.5312 loss_cls: 2.3095 2023/07/21 08:29:57 - mmengine - INFO - Epoch(train) [19][3200/9365] lr: 5.2399e-02 eta: 9:05:58 time: 0.5984 data_time: 0.1206 memory: 16132 grad_norm: 1.9331 loss: 2.2925 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.2925 2023/07/21 08:30:10 - mmengine - INFO - Epoch(train) [19][3220/9365] lr: 5.2361e-02 eta: 9:05:45 time: 0.6236 data_time: 0.0852 memory: 16132 grad_norm: 1.9204 loss: 2.3085 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.3085 2023/07/21 08:30:22 - mmengine - INFO - Epoch(train) [19][3240/9365] lr: 5.2323e-02 eta: 9:05:33 time: 0.6310 data_time: 0.0910 memory: 16132 grad_norm: 1.9363 loss: 2.2043 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2043 2023/07/21 08:30:35 - mmengine - INFO - Epoch(train) [19][3260/9365] lr: 5.2285e-02 eta: 9:05:21 time: 0.6159 data_time: 0.1138 memory: 16132 grad_norm: 1.9703 loss: 2.5137 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.5137 2023/07/21 08:30:47 - mmengine - INFO - Epoch(train) [19][3280/9365] lr: 5.2248e-02 eta: 9:05:08 time: 0.6154 data_time: 0.0812 memory: 16132 grad_norm: 1.9070 loss: 2.2887 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.2887 2023/07/21 08:30:59 - mmengine - INFO - Epoch(train) [19][3300/9365] lr: 5.2210e-02 eta: 9:04:56 time: 0.6211 data_time: 0.0949 memory: 16132 grad_norm: 1.9356 loss: 2.3134 top1_acc: 0.2188 top5_acc: 0.7188 loss_cls: 2.3134 2023/07/21 08:31:12 - mmengine - INFO - Epoch(train) [19][3320/9365] lr: 5.2172e-02 eta: 9:04:43 time: 0.6061 data_time: 0.1018 memory: 16132 grad_norm: 1.9347 loss: 2.2386 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.2386 2023/07/21 08:31:23 - mmengine - INFO - Epoch(train) [19][3340/9365] lr: 5.2135e-02 eta: 9:04:31 time: 0.5864 data_time: 0.0871 memory: 16132 grad_norm: 1.8831 loss: 2.2481 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.2481 2023/07/21 08:31:36 - mmengine - INFO - Epoch(train) [19][3360/9365] lr: 5.2097e-02 eta: 9:04:18 time: 0.6045 data_time: 0.1072 memory: 16132 grad_norm: 1.9405 loss: 2.4003 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4003 2023/07/21 08:31:48 - mmengine - INFO - Epoch(train) [19][3380/9365] lr: 5.2059e-02 eta: 9:04:06 time: 0.6053 data_time: 0.0706 memory: 16132 grad_norm: 1.8872 loss: 2.4096 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 2.4096 2023/07/21 08:32:00 - mmengine - INFO - Epoch(train) [19][3400/9365] lr: 5.2022e-02 eta: 9:03:53 time: 0.5917 data_time: 0.0740 memory: 16132 grad_norm: 1.9144 loss: 2.2886 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.2886 2023/07/21 08:32:12 - mmengine - INFO - Epoch(train) [19][3420/9365] lr: 5.1984e-02 eta: 9:03:41 time: 0.6215 data_time: 0.0721 memory: 16132 grad_norm: 1.8747 loss: 2.2408 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.2408 2023/07/21 08:32:18 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 08:32:24 - mmengine - INFO - Epoch(train) [19][3440/9365] lr: 5.1947e-02 eta: 9:03:28 time: 0.6202 data_time: 0.1002 memory: 16132 grad_norm: 1.9392 loss: 2.3305 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.3305 2023/07/21 08:32:36 - mmengine - INFO - Epoch(train) [19][3460/9365] lr: 5.1909e-02 eta: 9:03:16 time: 0.5966 data_time: 0.0817 memory: 16132 grad_norm: 1.9262 loss: 2.3070 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.3070 2023/07/21 08:32:49 - mmengine - INFO - Epoch(train) [19][3480/9365] lr: 5.1872e-02 eta: 9:03:03 time: 0.6130 data_time: 0.0753 memory: 16132 grad_norm: 1.9292 loss: 2.4127 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4127 2023/07/21 08:33:01 - mmengine - INFO - Epoch(train) [19][3500/9365] lr: 5.1834e-02 eta: 9:02:51 time: 0.6147 data_time: 0.1018 memory: 16132 grad_norm: 1.9868 loss: 2.3032 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.3032 2023/07/21 08:33:13 - mmengine - INFO - Epoch(train) [19][3520/9365] lr: 5.1796e-02 eta: 9:02:39 time: 0.6124 data_time: 0.0807 memory: 16132 grad_norm: 1.9291 loss: 2.2518 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.2518 2023/07/21 08:33:26 - mmengine - INFO - Epoch(train) [19][3540/9365] lr: 5.1759e-02 eta: 9:02:26 time: 0.6165 data_time: 0.0899 memory: 16132 grad_norm: 1.8939 loss: 2.3833 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.3833 2023/07/21 08:33:38 - mmengine - INFO - Epoch(train) [19][3560/9365] lr: 5.1721e-02 eta: 9:02:14 time: 0.5907 data_time: 0.0729 memory: 16132 grad_norm: 1.9386 loss: 2.4215 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4215 2023/07/21 08:33:50 - mmengine - INFO - Epoch(train) [19][3580/9365] lr: 5.1684e-02 eta: 9:02:01 time: 0.6301 data_time: 0.0880 memory: 16132 grad_norm: 1.9265 loss: 2.1191 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.1191 2023/07/21 08:34:03 - mmengine - INFO - Epoch(train) [19][3600/9365] lr: 5.1646e-02 eta: 9:01:49 time: 0.6309 data_time: 0.1177 memory: 16132 grad_norm: 1.9280 loss: 2.3745 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.3745 2023/07/21 08:34:14 - mmengine - INFO - Epoch(train) [19][3620/9365] lr: 5.1609e-02 eta: 9:01:36 time: 0.5777 data_time: 0.0824 memory: 16132 grad_norm: 1.9445 loss: 2.1053 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1053 2023/07/21 08:34:27 - mmengine - INFO - Epoch(train) [19][3640/9365] lr: 5.1571e-02 eta: 9:01:24 time: 0.6119 data_time: 0.0839 memory: 16132 grad_norm: 1.9667 loss: 2.3815 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.3815 2023/07/21 08:34:39 - mmengine - INFO - Epoch(train) [19][3660/9365] lr: 5.1534e-02 eta: 9:01:12 time: 0.6346 data_time: 0.0904 memory: 16132 grad_norm: 1.9326 loss: 2.3783 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.3783 2023/07/21 08:34:52 - mmengine - INFO - Epoch(train) [19][3680/9365] lr: 5.1496e-02 eta: 9:00:59 time: 0.6169 data_time: 0.1079 memory: 16132 grad_norm: 1.9537 loss: 2.2422 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.2422 2023/07/21 08:35:04 - mmengine - INFO - Epoch(train) [19][3700/9365] lr: 5.1459e-02 eta: 9:00:47 time: 0.6114 data_time: 0.0813 memory: 16132 grad_norm: 1.9321 loss: 2.3664 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.3664 2023/07/21 08:35:17 - mmengine - INFO - Epoch(train) [19][3720/9365] lr: 5.1422e-02 eta: 9:00:35 time: 0.6314 data_time: 0.0978 memory: 16132 grad_norm: 1.9342 loss: 2.3866 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.3866 2023/07/21 08:35:29 - mmengine - INFO - Epoch(train) [19][3740/9365] lr: 5.1384e-02 eta: 9:00:22 time: 0.6079 data_time: 0.0850 memory: 16132 grad_norm: 1.9647 loss: 2.4390 top1_acc: 0.5000 top5_acc: 0.5938 loss_cls: 2.4390 2023/07/21 08:35:41 - mmengine - INFO - Epoch(train) [19][3760/9365] lr: 5.1347e-02 eta: 9:00:10 time: 0.6193 data_time: 0.0880 memory: 16132 grad_norm: 1.9292 loss: 2.3130 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.3130 2023/07/21 08:35:53 - mmengine - INFO - Epoch(train) [19][3780/9365] lr: 5.1309e-02 eta: 8:59:57 time: 0.6060 data_time: 0.0817 memory: 16132 grad_norm: 1.9286 loss: 2.4028 top1_acc: 0.2500 top5_acc: 0.6562 loss_cls: 2.4028 2023/07/21 08:36:06 - mmengine - INFO - Epoch(train) [19][3800/9365] lr: 5.1272e-02 eta: 8:59:45 time: 0.6267 data_time: 0.0887 memory: 16132 grad_norm: 1.9010 loss: 2.1536 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.1536 2023/07/21 08:36:18 - mmengine - INFO - Epoch(train) [19][3820/9365] lr: 5.1235e-02 eta: 8:59:33 time: 0.6006 data_time: 0.0929 memory: 16132 grad_norm: 1.9352 loss: 2.2814 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.2814 2023/07/21 08:36:31 - mmengine - INFO - Epoch(train) [19][3840/9365] lr: 5.1197e-02 eta: 8:59:20 time: 0.6264 data_time: 0.0864 memory: 16132 grad_norm: 1.9216 loss: 2.2836 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2836 2023/07/21 08:36:43 - mmengine - INFO - Epoch(train) [19][3860/9365] lr: 5.1160e-02 eta: 8:59:08 time: 0.6221 data_time: 0.0748 memory: 16132 grad_norm: 1.9754 loss: 2.2614 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.2614 2023/07/21 08:36:55 - mmengine - INFO - Epoch(train) [19][3880/9365] lr: 5.1123e-02 eta: 8:58:55 time: 0.5934 data_time: 0.1094 memory: 16132 grad_norm: 1.9353 loss: 2.2273 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.2273 2023/07/21 08:37:07 - mmengine - INFO - Epoch(train) [19][3900/9365] lr: 5.1085e-02 eta: 8:58:43 time: 0.6215 data_time: 0.1030 memory: 16132 grad_norm: 1.9469 loss: 2.2620 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.2620 2023/07/21 08:37:20 - mmengine - INFO - Epoch(train) [19][3920/9365] lr: 5.1048e-02 eta: 8:58:31 time: 0.6198 data_time: 0.0834 memory: 16132 grad_norm: 1.9282 loss: 2.2861 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.2861 2023/07/21 08:37:32 - mmengine - INFO - Epoch(train) [19][3940/9365] lr: 5.1011e-02 eta: 8:58:18 time: 0.6111 data_time: 0.0825 memory: 16132 grad_norm: 1.9477 loss: 2.2849 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.2849 2023/07/21 08:37:44 - mmengine - INFO - Epoch(train) [19][3960/9365] lr: 5.0973e-02 eta: 8:58:06 time: 0.6046 data_time: 0.0994 memory: 16132 grad_norm: 1.9043 loss: 2.2462 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.2462 2023/07/21 08:37:57 - mmengine - INFO - Epoch(train) [19][3980/9365] lr: 5.0936e-02 eta: 8:57:53 time: 0.6120 data_time: 0.0851 memory: 16132 grad_norm: 1.9183 loss: 2.4580 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4580 2023/07/21 08:38:08 - mmengine - INFO - Epoch(train) [19][4000/9365] lr: 5.0899e-02 eta: 8:57:41 time: 0.5916 data_time: 0.0879 memory: 16132 grad_norm: 1.9490 loss: 2.3121 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.3121 2023/07/21 08:38:21 - mmengine - INFO - Epoch(train) [19][4020/9365] lr: 5.0861e-02 eta: 8:57:28 time: 0.6286 data_time: 0.0758 memory: 16132 grad_norm: 1.9386 loss: 2.3473 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.3473 2023/07/21 08:38:33 - mmengine - INFO - Epoch(train) [19][4040/9365] lr: 5.0824e-02 eta: 8:57:16 time: 0.6167 data_time: 0.0786 memory: 16132 grad_norm: 1.9394 loss: 2.1258 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.1258 2023/07/21 08:38:46 - mmengine - INFO - Epoch(train) [19][4060/9365] lr: 5.0787e-02 eta: 8:57:04 time: 0.6122 data_time: 0.0723 memory: 16132 grad_norm: 1.9078 loss: 2.2994 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2994 2023/07/21 08:38:58 - mmengine - INFO - Epoch(train) [19][4080/9365] lr: 5.0750e-02 eta: 8:56:51 time: 0.6078 data_time: 0.0751 memory: 16132 grad_norm: 1.9310 loss: 2.2804 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.2804 2023/07/21 08:39:10 - mmengine - INFO - Epoch(train) [19][4100/9365] lr: 5.0713e-02 eta: 8:56:39 time: 0.6143 data_time: 0.0762 memory: 16132 grad_norm: 1.9585 loss: 2.2550 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.2550 2023/07/21 08:39:23 - mmengine - INFO - Epoch(train) [19][4120/9365] lr: 5.0675e-02 eta: 8:56:26 time: 0.6128 data_time: 0.0852 memory: 16132 grad_norm: 1.9603 loss: 2.4000 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.4000 2023/07/21 08:39:35 - mmengine - INFO - Epoch(train) [19][4140/9365] lr: 5.0638e-02 eta: 8:56:14 time: 0.6139 data_time: 0.1058 memory: 16132 grad_norm: 1.9327 loss: 2.2956 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2956 2023/07/21 08:39:47 - mmengine - INFO - Epoch(train) [19][4160/9365] lr: 5.0601e-02 eta: 8:56:02 time: 0.6223 data_time: 0.0897 memory: 16132 grad_norm: 1.9635 loss: 2.4670 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 2.4670 2023/07/21 08:39:59 - mmengine - INFO - Epoch(train) [19][4180/9365] lr: 5.0564e-02 eta: 8:55:49 time: 0.5926 data_time: 0.0860 memory: 16132 grad_norm: 1.9873 loss: 2.3081 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.3081 2023/07/21 08:40:12 - mmengine - INFO - Epoch(train) [19][4200/9365] lr: 5.0527e-02 eta: 8:55:37 time: 0.6353 data_time: 0.1078 memory: 16132 grad_norm: 1.9662 loss: 2.2546 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.2546 2023/07/21 08:40:24 - mmengine - INFO - Epoch(train) [19][4220/9365] lr: 5.0490e-02 eta: 8:55:24 time: 0.6012 data_time: 0.0969 memory: 16132 grad_norm: 1.9590 loss: 2.3100 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.3100 2023/07/21 08:40:36 - mmengine - INFO - Epoch(train) [19][4240/9365] lr: 5.0452e-02 eta: 8:55:12 time: 0.6142 data_time: 0.0736 memory: 16132 grad_norm: 1.9775 loss: 2.2026 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.2026 2023/07/21 08:40:49 - mmengine - INFO - Epoch(train) [19][4260/9365] lr: 5.0415e-02 eta: 8:54:59 time: 0.6101 data_time: 0.1000 memory: 16132 grad_norm: 1.9354 loss: 2.2694 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2694 2023/07/21 08:41:01 - mmengine - INFO - Epoch(train) [19][4280/9365] lr: 5.0378e-02 eta: 8:54:47 time: 0.6042 data_time: 0.1072 memory: 16132 grad_norm: 1.9475 loss: 2.3332 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.3332 2023/07/21 08:41:13 - mmengine - INFO - Epoch(train) [19][4300/9365] lr: 5.0341e-02 eta: 8:54:35 time: 0.6266 data_time: 0.0811 memory: 16132 grad_norm: 1.9301 loss: 2.2696 top1_acc: 0.5312 top5_acc: 0.5938 loss_cls: 2.2696 2023/07/21 08:41:25 - mmengine - INFO - Epoch(train) [19][4320/9365] lr: 5.0304e-02 eta: 8:54:22 time: 0.5995 data_time: 0.0850 memory: 16132 grad_norm: 1.9005 loss: 2.3075 top1_acc: 0.4062 top5_acc: 0.8125 loss_cls: 2.3075 2023/07/21 08:41:37 - mmengine - INFO - Epoch(train) [19][4340/9365] lr: 5.0267e-02 eta: 8:54:10 time: 0.6029 data_time: 0.0907 memory: 16132 grad_norm: 1.9668 loss: 2.2225 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.2225 2023/07/21 08:41:50 - mmengine - INFO - Epoch(train) [19][4360/9365] lr: 5.0230e-02 eta: 8:53:57 time: 0.6066 data_time: 0.1016 memory: 16132 grad_norm: 1.9475 loss: 2.2675 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2675 2023/07/21 08:42:01 - mmengine - INFO - Epoch(train) [19][4380/9365] lr: 5.0193e-02 eta: 8:53:45 time: 0.5947 data_time: 0.0765 memory: 16132 grad_norm: 1.9929 loss: 2.3045 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.3045 2023/07/21 08:42:14 - mmengine - INFO - Epoch(train) [19][4400/9365] lr: 5.0156e-02 eta: 8:53:32 time: 0.6123 data_time: 0.0792 memory: 16132 grad_norm: 1.9671 loss: 2.3397 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3397 2023/07/21 08:42:26 - mmengine - INFO - Epoch(train) [19][4420/9365] lr: 5.0119e-02 eta: 8:53:20 time: 0.5961 data_time: 0.0828 memory: 16132 grad_norm: 1.9505 loss: 2.3418 top1_acc: 0.2812 top5_acc: 0.5312 loss_cls: 2.3418 2023/07/21 08:42:31 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 08:42:38 - mmengine - INFO - Epoch(train) [19][4440/9365] lr: 5.0082e-02 eta: 8:53:07 time: 0.5958 data_time: 0.0821 memory: 16132 grad_norm: 1.9629 loss: 2.2712 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.2712 2023/07/21 08:42:50 - mmengine - INFO - Epoch(train) [19][4460/9365] lr: 5.0045e-02 eta: 8:52:55 time: 0.6166 data_time: 0.1040 memory: 16132 grad_norm: 1.9564 loss: 2.2999 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.2999 2023/07/21 08:43:03 - mmengine - INFO - Epoch(train) [19][4480/9365] lr: 5.0008e-02 eta: 8:52:42 time: 0.6278 data_time: 0.0957 memory: 16132 grad_norm: 1.9216 loss: 2.2571 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.2571 2023/07/21 08:43:15 - mmengine - INFO - Epoch(train) [19][4500/9365] lr: 4.9971e-02 eta: 8:52:30 time: 0.5967 data_time: 0.1002 memory: 16132 grad_norm: 1.9404 loss: 2.2060 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2060 2023/07/21 08:43:27 - mmengine - INFO - Epoch(train) [19][4520/9365] lr: 4.9934e-02 eta: 8:52:18 time: 0.6303 data_time: 0.0928 memory: 16132 grad_norm: 1.9446 loss: 2.3326 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.3326 2023/07/21 08:43:39 - mmengine - INFO - Epoch(train) [19][4540/9365] lr: 4.9897e-02 eta: 8:52:05 time: 0.5920 data_time: 0.0930 memory: 16132 grad_norm: 1.9511 loss: 2.2604 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.2604 2023/07/21 08:43:51 - mmengine - INFO - Epoch(train) [19][4560/9365] lr: 4.9860e-02 eta: 8:51:52 time: 0.6040 data_time: 0.0981 memory: 16132 grad_norm: 1.9847 loss: 2.1785 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.1785 2023/07/21 08:44:03 - mmengine - INFO - Epoch(train) [19][4580/9365] lr: 4.9823e-02 eta: 8:51:40 time: 0.6024 data_time: 0.0815 memory: 16132 grad_norm: 1.9941 loss: 2.1695 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.1695 2023/07/21 08:44:16 - mmengine - INFO - Epoch(train) [19][4600/9365] lr: 4.9786e-02 eta: 8:51:28 time: 0.6271 data_time: 0.1233 memory: 16132 grad_norm: 2.0053 loss: 2.2872 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.2872 2023/07/21 08:44:28 - mmengine - INFO - Epoch(train) [19][4620/9365] lr: 4.9749e-02 eta: 8:51:15 time: 0.6013 data_time: 0.0861 memory: 16132 grad_norm: 1.9532 loss: 2.3805 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.3805 2023/07/21 08:44:40 - mmengine - INFO - Epoch(train) [19][4640/9365] lr: 4.9712e-02 eta: 8:51:02 time: 0.5857 data_time: 0.0910 memory: 16132 grad_norm: 1.9280 loss: 2.3071 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3071 2023/07/21 08:44:52 - mmengine - INFO - Epoch(train) [19][4660/9365] lr: 4.9675e-02 eta: 8:50:50 time: 0.6129 data_time: 0.0754 memory: 16132 grad_norm: 1.9888 loss: 2.0836 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.0836 2023/07/21 08:45:04 - mmengine - INFO - Epoch(train) [19][4680/9365] lr: 4.9638e-02 eta: 8:50:38 time: 0.6036 data_time: 0.0780 memory: 16132 grad_norm: 1.9620 loss: 2.2809 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2809 2023/07/21 08:45:17 - mmengine - INFO - Epoch(train) [19][4700/9365] lr: 4.9602e-02 eta: 8:50:25 time: 0.6220 data_time: 0.0794 memory: 16132 grad_norm: 1.9730 loss: 2.2032 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2032 2023/07/21 08:45:29 - mmengine - INFO - Epoch(train) [19][4720/9365] lr: 4.9565e-02 eta: 8:50:13 time: 0.6096 data_time: 0.0892 memory: 16132 grad_norm: 1.9905 loss: 2.2398 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.2398 2023/07/21 08:45:41 - mmengine - INFO - Epoch(train) [19][4740/9365] lr: 4.9528e-02 eta: 8:50:01 time: 0.6325 data_time: 0.1265 memory: 16132 grad_norm: 1.9169 loss: 2.2487 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.2487 2023/07/21 08:45:53 - mmengine - INFO - Epoch(train) [19][4760/9365] lr: 4.9491e-02 eta: 8:49:48 time: 0.5980 data_time: 0.0738 memory: 16132 grad_norm: 1.9745 loss: 2.2573 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.2573 2023/07/21 08:46:06 - mmengine - INFO - Epoch(train) [19][4780/9365] lr: 4.9454e-02 eta: 8:49:36 time: 0.6089 data_time: 0.0769 memory: 16132 grad_norm: 1.9588 loss: 2.3835 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.3835 2023/07/21 08:46:18 - mmengine - INFO - Epoch(train) [19][4800/9365] lr: 4.9418e-02 eta: 8:49:23 time: 0.6263 data_time: 0.1418 memory: 16132 grad_norm: 1.9407 loss: 2.3294 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.3294 2023/07/21 08:46:31 - mmengine - INFO - Epoch(train) [19][4820/9365] lr: 4.9381e-02 eta: 8:49:11 time: 0.6135 data_time: 0.0854 memory: 16132 grad_norm: 1.9489 loss: 2.3369 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.3369 2023/07/21 08:46:42 - mmengine - INFO - Epoch(train) [19][4840/9365] lr: 4.9344e-02 eta: 8:48:58 time: 0.5915 data_time: 0.0786 memory: 16132 grad_norm: 1.9702 loss: 2.2965 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.2965 2023/07/21 08:46:55 - mmengine - INFO - Epoch(train) [19][4860/9365] lr: 4.9307e-02 eta: 8:48:46 time: 0.6112 data_time: 0.0776 memory: 16132 grad_norm: 1.9218 loss: 2.2645 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2645 2023/07/21 08:47:07 - mmengine - INFO - Epoch(train) [19][4880/9365] lr: 4.9270e-02 eta: 8:48:33 time: 0.6146 data_time: 0.0838 memory: 16132 grad_norm: 1.9804 loss: 2.3104 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.3104 2023/07/21 08:47:20 - mmengine - INFO - Epoch(train) [19][4900/9365] lr: 4.9234e-02 eta: 8:48:21 time: 0.6365 data_time: 0.0888 memory: 16132 grad_norm: 1.9488 loss: 2.1091 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.1091 2023/07/21 08:47:33 - mmengine - INFO - Epoch(train) [19][4920/9365] lr: 4.9197e-02 eta: 8:48:09 time: 0.6513 data_time: 0.0930 memory: 16132 grad_norm: 1.9720 loss: 2.0940 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.0940 2023/07/21 08:47:45 - mmengine - INFO - Epoch(train) [19][4940/9365] lr: 4.9160e-02 eta: 8:47:57 time: 0.6024 data_time: 0.0889 memory: 16132 grad_norm: 1.9715 loss: 2.4347 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.4347 2023/07/21 08:47:57 - mmengine - INFO - Epoch(train) [19][4960/9365] lr: 4.9124e-02 eta: 8:47:44 time: 0.6204 data_time: 0.0982 memory: 16132 grad_norm: 1.9618 loss: 2.2996 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2996 2023/07/21 08:48:09 - mmengine - INFO - Epoch(train) [19][4980/9365] lr: 4.9087e-02 eta: 8:47:32 time: 0.6059 data_time: 0.0876 memory: 16132 grad_norm: 2.0140 loss: 2.2694 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.2694 2023/07/21 08:48:22 - mmengine - INFO - Epoch(train) [19][5000/9365] lr: 4.9050e-02 eta: 8:47:20 time: 0.6403 data_time: 0.0910 memory: 16132 grad_norm: 1.9814 loss: 2.1362 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1362 2023/07/21 08:48:35 - mmengine - INFO - Epoch(train) [19][5020/9365] lr: 4.9013e-02 eta: 8:47:07 time: 0.6234 data_time: 0.0956 memory: 16132 grad_norm: 1.9859 loss: 2.3639 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.3639 2023/07/21 08:48:47 - mmengine - INFO - Epoch(train) [19][5040/9365] lr: 4.8977e-02 eta: 8:46:55 time: 0.6291 data_time: 0.0867 memory: 16132 grad_norm: 1.9305 loss: 2.3021 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.3021 2023/07/21 08:48:59 - mmengine - INFO - Epoch(train) [19][5060/9365] lr: 4.8940e-02 eta: 8:46:42 time: 0.5867 data_time: 0.1032 memory: 16132 grad_norm: 1.9785 loss: 2.2810 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.2810 2023/07/21 08:49:12 - mmengine - INFO - Epoch(train) [19][5080/9365] lr: 4.8904e-02 eta: 8:46:30 time: 0.6465 data_time: 0.0881 memory: 16132 grad_norm: 2.0080 loss: 2.4064 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4064 2023/07/21 08:49:25 - mmengine - INFO - Epoch(train) [19][5100/9365] lr: 4.8867e-02 eta: 8:46:18 time: 0.6255 data_time: 0.0929 memory: 16132 grad_norm: 1.9369 loss: 2.3323 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.3323 2023/07/21 08:49:37 - mmengine - INFO - Epoch(train) [19][5120/9365] lr: 4.8830e-02 eta: 8:46:05 time: 0.5970 data_time: 0.0852 memory: 16132 grad_norm: 1.9614 loss: 2.2050 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2050 2023/07/21 08:49:49 - mmengine - INFO - Epoch(train) [19][5140/9365] lr: 4.8794e-02 eta: 8:45:53 time: 0.5958 data_time: 0.0812 memory: 16132 grad_norm: 2.0036 loss: 2.2091 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.2091 2023/07/21 08:50:01 - mmengine - INFO - Epoch(train) [19][5160/9365] lr: 4.8757e-02 eta: 8:45:41 time: 0.6271 data_time: 0.0809 memory: 16132 grad_norm: 2.0319 loss: 2.2310 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.2310 2023/07/21 08:50:14 - mmengine - INFO - Epoch(train) [19][5180/9365] lr: 4.8721e-02 eta: 8:45:28 time: 0.6339 data_time: 0.1012 memory: 16132 grad_norm: 1.9776 loss: 2.3073 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.3073 2023/07/21 08:50:26 - mmengine - INFO - Epoch(train) [19][5200/9365] lr: 4.8684e-02 eta: 8:45:16 time: 0.6225 data_time: 0.0970 memory: 16132 grad_norm: 1.9803 loss: 2.4564 top1_acc: 0.3438 top5_acc: 0.7812 loss_cls: 2.4564 2023/07/21 08:50:39 - mmengine - INFO - Epoch(train) [19][5220/9365] lr: 4.8647e-02 eta: 8:45:04 time: 0.6022 data_time: 0.0947 memory: 16132 grad_norm: 1.9490 loss: 2.4761 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.4761 2023/07/21 08:50:51 - mmengine - INFO - Epoch(train) [19][5240/9365] lr: 4.8611e-02 eta: 8:44:51 time: 0.6118 data_time: 0.0728 memory: 16132 grad_norm: 1.9324 loss: 2.4184 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.4184 2023/07/21 08:51:02 - mmengine - INFO - Epoch(train) [19][5260/9365] lr: 4.8574e-02 eta: 8:44:38 time: 0.5803 data_time: 0.0840 memory: 16132 grad_norm: 1.9452 loss: 2.2833 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.2833 2023/07/21 08:51:15 - mmengine - INFO - Epoch(train) [19][5280/9365] lr: 4.8538e-02 eta: 8:44:26 time: 0.6098 data_time: 0.0814 memory: 16132 grad_norm: 1.9736 loss: 2.3244 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3244 2023/07/21 08:51:27 - mmengine - INFO - Epoch(train) [19][5300/9365] lr: 4.8501e-02 eta: 8:44:14 time: 0.6025 data_time: 0.0822 memory: 16132 grad_norm: 1.9970 loss: 2.2360 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 2.2360 2023/07/21 08:51:39 - mmengine - INFO - Epoch(train) [19][5320/9365] lr: 4.8465e-02 eta: 8:44:01 time: 0.6053 data_time: 0.1049 memory: 16132 grad_norm: 1.9844 loss: 2.2144 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.2144 2023/07/21 08:51:51 - mmengine - INFO - Epoch(train) [19][5340/9365] lr: 4.8428e-02 eta: 8:43:49 time: 0.6033 data_time: 0.1055 memory: 16132 grad_norm: 1.9958 loss: 2.3024 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.3024 2023/07/21 08:52:03 - mmengine - INFO - Epoch(train) [19][5360/9365] lr: 4.8392e-02 eta: 8:43:36 time: 0.6143 data_time: 0.0754 memory: 16132 grad_norm: 1.9450 loss: 2.0845 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.0845 2023/07/21 08:52:16 - mmengine - INFO - Epoch(train) [19][5380/9365] lr: 4.8355e-02 eta: 8:43:24 time: 0.6097 data_time: 0.0826 memory: 16132 grad_norm: 1.9343 loss: 2.2843 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 2.2843 2023/07/21 08:52:28 - mmengine - INFO - Epoch(train) [19][5400/9365] lr: 4.8319e-02 eta: 8:43:11 time: 0.6208 data_time: 0.0837 memory: 16132 grad_norm: 1.9992 loss: 2.3263 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3263 2023/07/21 08:52:41 - mmengine - INFO - Epoch(train) [19][5420/9365] lr: 4.8283e-02 eta: 8:42:59 time: 0.6267 data_time: 0.0802 memory: 16132 grad_norm: 1.9902 loss: 2.1109 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.1109 2023/07/21 08:52:47 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 08:52:53 - mmengine - INFO - Epoch(train) [19][5440/9365] lr: 4.8246e-02 eta: 8:42:47 time: 0.6258 data_time: 0.0929 memory: 16132 grad_norm: 1.9792 loss: 2.4097 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.4097 2023/07/21 08:53:05 - mmengine - INFO - Epoch(train) [19][5460/9365] lr: 4.8210e-02 eta: 8:42:34 time: 0.6125 data_time: 0.0901 memory: 16132 grad_norm: 2.0032 loss: 2.3464 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.3464 2023/07/21 08:53:18 - mmengine - INFO - Epoch(train) [19][5480/9365] lr: 4.8173e-02 eta: 8:42:22 time: 0.6098 data_time: 0.0793 memory: 16132 grad_norm: 1.9997 loss: 2.2785 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.2785 2023/07/21 08:53:30 - mmengine - INFO - Epoch(train) [19][5500/9365] lr: 4.8137e-02 eta: 8:42:09 time: 0.6023 data_time: 0.0796 memory: 16132 grad_norm: 2.0142 loss: 2.3614 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3614 2023/07/21 08:53:42 - mmengine - INFO - Epoch(train) [19][5520/9365] lr: 4.8101e-02 eta: 8:41:57 time: 0.6049 data_time: 0.0859 memory: 16132 grad_norm: 1.9878 loss: 2.2503 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2503 2023/07/21 08:53:54 - mmengine - INFO - Epoch(train) [19][5540/9365] lr: 4.8064e-02 eta: 8:41:44 time: 0.6006 data_time: 0.0879 memory: 16132 grad_norm: 2.0039 loss: 2.2261 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.2261 2023/07/21 08:54:06 - mmengine - INFO - Epoch(train) [19][5560/9365] lr: 4.8028e-02 eta: 8:41:32 time: 0.5863 data_time: 0.0959 memory: 16132 grad_norm: 1.9742 loss: 2.2135 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.2135 2023/07/21 08:54:18 - mmengine - INFO - Epoch(train) [19][5580/9365] lr: 4.7991e-02 eta: 8:41:19 time: 0.6070 data_time: 0.0845 memory: 16132 grad_norm: 1.9697 loss: 2.2552 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.2552 2023/07/21 08:54:30 - mmengine - INFO - Epoch(train) [19][5600/9365] lr: 4.7955e-02 eta: 8:41:07 time: 0.6205 data_time: 0.0879 memory: 16132 grad_norm: 2.0048 loss: 2.3479 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.3479 2023/07/21 08:54:42 - mmengine - INFO - Epoch(train) [19][5620/9365] lr: 4.7919e-02 eta: 8:40:54 time: 0.5969 data_time: 0.0760 memory: 16132 grad_norm: 2.0087 loss: 2.2321 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2321 2023/07/21 08:54:54 - mmengine - INFO - Epoch(train) [19][5640/9365] lr: 4.7883e-02 eta: 8:40:42 time: 0.6088 data_time: 0.0760 memory: 16132 grad_norm: 1.9964 loss: 2.1496 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1496 2023/07/21 08:55:07 - mmengine - INFO - Epoch(train) [19][5660/9365] lr: 4.7846e-02 eta: 8:40:29 time: 0.6074 data_time: 0.0807 memory: 16132 grad_norm: 1.9882 loss: 2.3159 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.3159 2023/07/21 08:55:19 - mmengine - INFO - Epoch(train) [19][5680/9365] lr: 4.7810e-02 eta: 8:40:17 time: 0.6176 data_time: 0.0793 memory: 16132 grad_norm: 1.9692 loss: 2.1705 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.1705 2023/07/21 08:55:32 - mmengine - INFO - Epoch(train) [19][5700/9365] lr: 4.7774e-02 eta: 8:40:05 time: 0.6315 data_time: 0.0816 memory: 16132 grad_norm: 1.9981 loss: 2.3223 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.3223 2023/07/21 08:55:44 - mmengine - INFO - Epoch(train) [19][5720/9365] lr: 4.7737e-02 eta: 8:39:52 time: 0.6039 data_time: 0.0789 memory: 16132 grad_norm: 1.9753 loss: 2.2138 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.2138 2023/07/21 08:55:56 - mmengine - INFO - Epoch(train) [19][5740/9365] lr: 4.7701e-02 eta: 8:39:40 time: 0.6187 data_time: 0.0824 memory: 16132 grad_norm: 1.9752 loss: 2.3288 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.3288 2023/07/21 08:56:08 - mmengine - INFO - Epoch(train) [19][5760/9365] lr: 4.7665e-02 eta: 8:39:27 time: 0.5903 data_time: 0.0783 memory: 16132 grad_norm: 1.9437 loss: 2.2621 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.2621 2023/07/21 08:56:20 - mmengine - INFO - Epoch(train) [19][5780/9365] lr: 4.7629e-02 eta: 8:39:15 time: 0.6025 data_time: 0.0827 memory: 16132 grad_norm: 1.9487 loss: 2.2752 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.2752 2023/07/21 08:56:33 - mmengine - INFO - Epoch(train) [19][5800/9365] lr: 4.7592e-02 eta: 8:39:03 time: 0.6198 data_time: 0.0862 memory: 16132 grad_norm: 1.9876 loss: 2.1737 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.1737 2023/07/21 08:56:44 - mmengine - INFO - Epoch(train) [19][5820/9365] lr: 4.7556e-02 eta: 8:38:50 time: 0.5896 data_time: 0.0817 memory: 16132 grad_norm: 2.0327 loss: 2.2492 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2492 2023/07/21 08:56:57 - mmengine - INFO - Epoch(train) [19][5840/9365] lr: 4.7520e-02 eta: 8:38:38 time: 0.6075 data_time: 0.1209 memory: 16132 grad_norm: 1.9821 loss: 2.2451 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.2451 2023/07/21 08:57:09 - mmengine - INFO - Epoch(train) [19][5860/9365] lr: 4.7484e-02 eta: 8:38:25 time: 0.5987 data_time: 0.0790 memory: 16132 grad_norm: 1.9976 loss: 2.0699 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.0699 2023/07/21 08:57:21 - mmengine - INFO - Epoch(train) [19][5880/9365] lr: 4.7448e-02 eta: 8:38:13 time: 0.6273 data_time: 0.0823 memory: 16132 grad_norm: 2.0082 loss: 2.3847 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.3847 2023/07/21 08:57:33 - mmengine - INFO - Epoch(train) [19][5900/9365] lr: 4.7412e-02 eta: 8:38:00 time: 0.5930 data_time: 0.0815 memory: 16132 grad_norm: 1.9750 loss: 2.2340 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.2340 2023/07/21 08:57:45 - mmengine - INFO - Epoch(train) [19][5920/9365] lr: 4.7375e-02 eta: 8:37:48 time: 0.6074 data_time: 0.1209 memory: 16132 grad_norm: 1.9777 loss: 2.2134 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.2134 2023/07/21 08:57:58 - mmengine - INFO - Epoch(train) [19][5940/9365] lr: 4.7339e-02 eta: 8:37:35 time: 0.6389 data_time: 0.1145 memory: 16132 grad_norm: 1.9584 loss: 2.1578 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.1578 2023/07/21 08:58:10 - mmengine - INFO - Epoch(train) [19][5960/9365] lr: 4.7303e-02 eta: 8:37:23 time: 0.6162 data_time: 0.1106 memory: 16132 grad_norm: 1.9819 loss: 2.1901 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.1901 2023/07/21 08:58:23 - mmengine - INFO - Epoch(train) [19][5980/9365] lr: 4.7267e-02 eta: 8:37:11 time: 0.6049 data_time: 0.0974 memory: 16132 grad_norm: 2.0346 loss: 2.3328 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.3328 2023/07/21 08:58:34 - mmengine - INFO - Epoch(train) [19][6000/9365] lr: 4.7231e-02 eta: 8:36:58 time: 0.5804 data_time: 0.0774 memory: 16132 grad_norm: 2.0257 loss: 2.3776 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3776 2023/07/21 08:58:47 - mmengine - INFO - Epoch(train) [19][6020/9365] lr: 4.7195e-02 eta: 8:36:46 time: 0.6362 data_time: 0.0826 memory: 16132 grad_norm: 1.9774 loss: 2.2003 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.2003 2023/07/21 08:58:59 - mmengine - INFO - Epoch(train) [19][6040/9365] lr: 4.7159e-02 eta: 8:36:33 time: 0.5901 data_time: 0.0853 memory: 16132 grad_norm: 1.9895 loss: 2.1951 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.1951 2023/07/21 08:59:11 - mmengine - INFO - Epoch(train) [19][6060/9365] lr: 4.7123e-02 eta: 8:36:21 time: 0.6296 data_time: 0.0794 memory: 16132 grad_norm: 1.9811 loss: 2.3597 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.3597 2023/07/21 08:59:24 - mmengine - INFO - Epoch(train) [19][6080/9365] lr: 4.7087e-02 eta: 8:36:08 time: 0.6044 data_time: 0.0819 memory: 16132 grad_norm: 1.9857 loss: 2.2866 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.2866 2023/07/21 08:59:37 - mmengine - INFO - Epoch(train) [19][6100/9365] lr: 4.7051e-02 eta: 8:35:56 time: 0.6445 data_time: 0.1006 memory: 16132 grad_norm: 2.0146 loss: 2.3580 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.3580 2023/07/21 08:59:48 - mmengine - INFO - Epoch(train) [19][6120/9365] lr: 4.7015e-02 eta: 8:35:44 time: 0.5954 data_time: 0.0864 memory: 16132 grad_norm: 2.0078 loss: 2.1864 top1_acc: 0.3125 top5_acc: 0.5938 loss_cls: 2.1864 2023/07/21 09:00:01 - mmengine - INFO - Epoch(train) [19][6140/9365] lr: 4.6979e-02 eta: 8:35:31 time: 0.6096 data_time: 0.1081 memory: 16132 grad_norm: 1.9884 loss: 2.1623 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.1623 2023/07/21 09:00:13 - mmengine - INFO - Epoch(train) [19][6160/9365] lr: 4.6943e-02 eta: 8:35:19 time: 0.5930 data_time: 0.0827 memory: 16132 grad_norm: 1.9837 loss: 2.2343 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.2343 2023/07/21 09:00:25 - mmengine - INFO - Epoch(train) [19][6180/9365] lr: 4.6907e-02 eta: 8:35:06 time: 0.6124 data_time: 0.0822 memory: 16132 grad_norm: 1.9862 loss: 2.4289 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4289 2023/07/21 09:00:37 - mmengine - INFO - Epoch(train) [19][6200/9365] lr: 4.6871e-02 eta: 8:34:54 time: 0.6151 data_time: 0.1117 memory: 16132 grad_norm: 1.9840 loss: 2.0403 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.0403 2023/07/21 09:00:49 - mmengine - INFO - Epoch(train) [19][6220/9365] lr: 4.6835e-02 eta: 8:34:41 time: 0.6135 data_time: 0.0839 memory: 16132 grad_norm: 2.0320 loss: 2.3140 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.3140 2023/07/21 09:01:02 - mmengine - INFO - Epoch(train) [19][6240/9365] lr: 4.6799e-02 eta: 8:34:29 time: 0.6256 data_time: 0.0844 memory: 16132 grad_norm: 1.9586 loss: 2.3692 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3692 2023/07/21 09:01:14 - mmengine - INFO - Epoch(train) [19][6260/9365] lr: 4.6763e-02 eta: 8:34:17 time: 0.6132 data_time: 0.0857 memory: 16132 grad_norm: 1.9618 loss: 2.1082 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.1082 2023/07/21 09:01:26 - mmengine - INFO - Epoch(train) [19][6280/9365] lr: 4.6727e-02 eta: 8:34:04 time: 0.6014 data_time: 0.0876 memory: 16132 grad_norm: 1.9796 loss: 2.3581 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3581 2023/07/21 09:01:39 - mmengine - INFO - Epoch(train) [19][6300/9365] lr: 4.6691e-02 eta: 8:33:52 time: 0.6215 data_time: 0.0743 memory: 16132 grad_norm: 2.0044 loss: 2.3212 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.3212 2023/07/21 09:01:51 - mmengine - INFO - Epoch(train) [19][6320/9365] lr: 4.6655e-02 eta: 8:33:39 time: 0.5987 data_time: 0.0823 memory: 16132 grad_norm: 1.9990 loss: 2.1732 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.1732 2023/07/21 09:02:04 - mmengine - INFO - Epoch(train) [19][6340/9365] lr: 4.6619e-02 eta: 8:33:27 time: 0.6371 data_time: 0.0826 memory: 16132 grad_norm: 1.9648 loss: 2.1389 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.1389 2023/07/21 09:02:16 - mmengine - INFO - Epoch(train) [19][6360/9365] lr: 4.6583e-02 eta: 8:33:15 time: 0.6309 data_time: 0.0982 memory: 16132 grad_norm: 1.9620 loss: 2.2241 top1_acc: 0.7188 top5_acc: 0.8125 loss_cls: 2.2241 2023/07/21 09:02:29 - mmengine - INFO - Epoch(train) [19][6380/9365] lr: 4.6548e-02 eta: 8:33:03 time: 0.6195 data_time: 0.1094 memory: 16132 grad_norm: 2.0480 loss: 2.3852 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3852 2023/07/21 09:02:42 - mmengine - INFO - Epoch(train) [19][6400/9365] lr: 4.6512e-02 eta: 8:32:50 time: 0.6396 data_time: 0.0832 memory: 16132 grad_norm: 1.9840 loss: 2.2453 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.2453 2023/07/21 09:02:54 - mmengine - INFO - Epoch(train) [19][6420/9365] lr: 4.6476e-02 eta: 8:32:38 time: 0.6114 data_time: 0.0808 memory: 16132 grad_norm: 1.9694 loss: 2.1927 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.1927 2023/07/21 09:03:00 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 09:03:07 - mmengine - INFO - Epoch(train) [19][6440/9365] lr: 4.6440e-02 eta: 8:32:26 time: 0.6350 data_time: 0.0989 memory: 16132 grad_norm: 2.0064 loss: 2.1838 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1838 2023/07/21 09:03:19 - mmengine - INFO - Epoch(train) [19][6460/9365] lr: 4.6404e-02 eta: 8:32:13 time: 0.6093 data_time: 0.0845 memory: 16132 grad_norm: 1.9784 loss: 2.2082 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.2082 2023/07/21 09:03:31 - mmengine - INFO - Epoch(train) [19][6480/9365] lr: 4.6368e-02 eta: 8:32:01 time: 0.6082 data_time: 0.0798 memory: 16132 grad_norm: 2.0063 loss: 2.2438 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.2438 2023/07/21 09:03:43 - mmengine - INFO - Epoch(train) [19][6500/9365] lr: 4.6333e-02 eta: 8:31:48 time: 0.6100 data_time: 0.0737 memory: 16132 grad_norm: 2.0301 loss: 2.3157 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.3157 2023/07/21 09:03:55 - mmengine - INFO - Epoch(train) [19][6520/9365] lr: 4.6297e-02 eta: 8:31:36 time: 0.5964 data_time: 0.0813 memory: 16132 grad_norm: 2.0255 loss: 2.2953 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2953 2023/07/21 09:04:08 - mmengine - INFO - Epoch(train) [19][6540/9365] lr: 4.6261e-02 eta: 8:31:24 time: 0.6173 data_time: 0.0803 memory: 16132 grad_norm: 2.0284 loss: 2.3304 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.3304 2023/07/21 09:04:20 - mmengine - INFO - Epoch(train) [19][6560/9365] lr: 4.6225e-02 eta: 8:31:11 time: 0.6009 data_time: 0.0873 memory: 16132 grad_norm: 1.9948 loss: 2.2451 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.2451 2023/07/21 09:04:32 - mmengine - INFO - Epoch(train) [19][6580/9365] lr: 4.6190e-02 eta: 8:30:59 time: 0.6232 data_time: 0.1047 memory: 16132 grad_norm: 2.0001 loss: 2.2041 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2041 2023/07/21 09:04:45 - mmengine - INFO - Epoch(train) [19][6600/9365] lr: 4.6154e-02 eta: 8:30:46 time: 0.6228 data_time: 0.0842 memory: 16132 grad_norm: 2.0214 loss: 2.1367 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.1367 2023/07/21 09:04:57 - mmengine - INFO - Epoch(train) [19][6620/9365] lr: 4.6118e-02 eta: 8:30:34 time: 0.5996 data_time: 0.0767 memory: 16132 grad_norm: 2.0085 loss: 2.1375 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.1375 2023/07/21 09:05:09 - mmengine - INFO - Epoch(train) [19][6640/9365] lr: 4.6082e-02 eta: 8:30:22 time: 0.6338 data_time: 0.0786 memory: 16132 grad_norm: 2.0024 loss: 2.2437 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2437 2023/07/21 09:05:21 - mmengine - INFO - Epoch(train) [19][6660/9365] lr: 4.6047e-02 eta: 8:30:09 time: 0.6041 data_time: 0.0904 memory: 16132 grad_norm: 1.9729 loss: 2.2396 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.2396 2023/07/21 09:05:34 - mmengine - INFO - Epoch(train) [19][6680/9365] lr: 4.6011e-02 eta: 8:29:57 time: 0.6259 data_time: 0.1415 memory: 16132 grad_norm: 2.0121 loss: 2.1025 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.1025 2023/07/21 09:05:46 - mmengine - INFO - Epoch(train) [19][6700/9365] lr: 4.5975e-02 eta: 8:29:44 time: 0.5974 data_time: 0.0898 memory: 16132 grad_norm: 2.0440 loss: 2.2401 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2401 2023/07/21 09:05:58 - mmengine - INFO - Epoch(train) [19][6720/9365] lr: 4.5940e-02 eta: 8:29:32 time: 0.6014 data_time: 0.0802 memory: 16132 grad_norm: 1.9936 loss: 2.1169 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.1169 2023/07/21 09:06:11 - mmengine - INFO - Epoch(train) [19][6740/9365] lr: 4.5904e-02 eta: 8:29:20 time: 0.6228 data_time: 0.0824 memory: 16132 grad_norm: 1.9943 loss: 2.3092 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.3092 2023/07/21 09:06:23 - mmengine - INFO - Epoch(train) [19][6760/9365] lr: 4.5868e-02 eta: 8:29:07 time: 0.5984 data_time: 0.0957 memory: 16132 grad_norm: 2.0032 loss: 2.2375 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 2.2375 2023/07/21 09:06:35 - mmengine - INFO - Epoch(train) [19][6780/9365] lr: 4.5833e-02 eta: 8:28:55 time: 0.6077 data_time: 0.0781 memory: 16132 grad_norm: 2.0299 loss: 2.4733 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.4733 2023/07/21 09:06:48 - mmengine - INFO - Epoch(train) [19][6800/9365] lr: 4.5797e-02 eta: 8:28:42 time: 0.6440 data_time: 0.0851 memory: 16132 grad_norm: 1.9986 loss: 2.1883 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.1883 2023/07/21 09:07:00 - mmengine - INFO - Epoch(train) [19][6820/9365] lr: 4.5762e-02 eta: 8:28:30 time: 0.5966 data_time: 0.1001 memory: 16132 grad_norm: 2.0291 loss: 2.2347 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2347 2023/07/21 09:07:12 - mmengine - INFO - Epoch(train) [19][6840/9365] lr: 4.5726e-02 eta: 8:28:17 time: 0.6018 data_time: 0.0859 memory: 16132 grad_norm: 2.0279 loss: 2.3606 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.3606 2023/07/21 09:07:24 - mmengine - INFO - Epoch(train) [19][6860/9365] lr: 4.5690e-02 eta: 8:28:05 time: 0.6107 data_time: 0.1144 memory: 16132 grad_norm: 1.9743 loss: 2.1501 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.1501 2023/07/21 09:07:37 - mmengine - INFO - Epoch(train) [19][6880/9365] lr: 4.5655e-02 eta: 8:27:53 time: 0.6441 data_time: 0.0883 memory: 16132 grad_norm: 2.0180 loss: 2.2471 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.2471 2023/07/21 09:07:49 - mmengine - INFO - Epoch(train) [19][6900/9365] lr: 4.5619e-02 eta: 8:27:40 time: 0.5928 data_time: 0.1121 memory: 16132 grad_norm: 2.0100 loss: 2.2809 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.2809 2023/07/21 09:08:01 - mmengine - INFO - Epoch(train) [19][6920/9365] lr: 4.5584e-02 eta: 8:27:28 time: 0.6240 data_time: 0.0852 memory: 16132 grad_norm: 2.0261 loss: 2.2486 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.2486 2023/07/21 09:08:14 - mmengine - INFO - Epoch(train) [19][6940/9365] lr: 4.5548e-02 eta: 8:27:16 time: 0.6312 data_time: 0.0877 memory: 16132 grad_norm: 1.9815 loss: 2.1089 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.1089 2023/07/21 09:08:26 - mmengine - INFO - Epoch(train) [19][6960/9365] lr: 4.5513e-02 eta: 8:27:03 time: 0.6153 data_time: 0.0939 memory: 16132 grad_norm: 2.0652 loss: 2.1294 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.1294 2023/07/21 09:08:39 - mmengine - INFO - Epoch(train) [19][6980/9365] lr: 4.5477e-02 eta: 8:26:51 time: 0.6371 data_time: 0.1046 memory: 16132 grad_norm: 1.9907 loss: 2.2484 top1_acc: 0.3125 top5_acc: 0.6562 loss_cls: 2.2484 2023/07/21 09:08:51 - mmengine - INFO - Epoch(train) [19][7000/9365] lr: 4.5442e-02 eta: 8:26:39 time: 0.6036 data_time: 0.1212 memory: 16132 grad_norm: 1.9711 loss: 2.1140 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.1140 2023/07/21 09:09:03 - mmengine - INFO - Epoch(train) [19][7020/9365] lr: 4.5406e-02 eta: 8:26:26 time: 0.6090 data_time: 0.0982 memory: 16132 grad_norm: 1.9905 loss: 2.2084 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2084 2023/07/21 09:09:16 - mmengine - INFO - Epoch(train) [19][7040/9365] lr: 4.5371e-02 eta: 8:26:14 time: 0.6188 data_time: 0.0778 memory: 16132 grad_norm: 2.0698 loss: 2.2263 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.2263 2023/07/21 09:09:28 - mmengine - INFO - Epoch(train) [19][7060/9365] lr: 4.5335e-02 eta: 8:26:01 time: 0.5883 data_time: 0.0761 memory: 16132 grad_norm: 1.9994 loss: 2.1922 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.1922 2023/07/21 09:09:40 - mmengine - INFO - Epoch(train) [19][7080/9365] lr: 4.5300e-02 eta: 8:25:49 time: 0.6318 data_time: 0.0865 memory: 16132 grad_norm: 2.0318 loss: 2.4015 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.4015 2023/07/21 09:09:53 - mmengine - INFO - Epoch(train) [19][7100/9365] lr: 4.5265e-02 eta: 8:25:37 time: 0.6121 data_time: 0.0902 memory: 16132 grad_norm: 2.0110 loss: 2.2671 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.2671 2023/07/21 09:10:05 - mmengine - INFO - Epoch(train) [19][7120/9365] lr: 4.5229e-02 eta: 8:25:24 time: 0.6374 data_time: 0.1110 memory: 16132 grad_norm: 2.0650 loss: 2.1455 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.1455 2023/07/21 09:10:17 - mmengine - INFO - Epoch(train) [19][7140/9365] lr: 4.5194e-02 eta: 8:25:12 time: 0.5953 data_time: 0.0786 memory: 16132 grad_norm: 2.0542 loss: 2.2709 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.2709 2023/07/21 09:10:29 - mmengine - INFO - Epoch(train) [19][7160/9365] lr: 4.5158e-02 eta: 8:24:59 time: 0.5844 data_time: 0.1118 memory: 16132 grad_norm: 1.9966 loss: 2.2756 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.2756 2023/07/21 09:10:41 - mmengine - INFO - Epoch(train) [19][7180/9365] lr: 4.5123e-02 eta: 8:24:47 time: 0.6181 data_time: 0.0856 memory: 16132 grad_norm: 2.0247 loss: 2.2410 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.2410 2023/07/21 09:10:53 - mmengine - INFO - Epoch(train) [19][7200/9365] lr: 4.5088e-02 eta: 8:24:34 time: 0.5973 data_time: 0.0750 memory: 16132 grad_norm: 2.0300 loss: 2.3274 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.3274 2023/07/21 09:11:06 - mmengine - INFO - Epoch(train) [19][7220/9365] lr: 4.5052e-02 eta: 8:24:22 time: 0.6215 data_time: 0.0838 memory: 16132 grad_norm: 2.0783 loss: 2.2884 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.2884 2023/07/21 09:11:19 - mmengine - INFO - Epoch(train) [19][7240/9365] lr: 4.5017e-02 eta: 8:24:10 time: 0.6362 data_time: 0.0997 memory: 16132 grad_norm: 2.0290 loss: 2.2911 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.2911 2023/07/21 09:11:31 - mmengine - INFO - Epoch(train) [19][7260/9365] lr: 4.4982e-02 eta: 8:23:57 time: 0.6295 data_time: 0.0878 memory: 16132 grad_norm: 2.0567 loss: 2.2377 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2377 2023/07/21 09:11:43 - mmengine - INFO - Epoch(train) [19][7280/9365] lr: 4.4946e-02 eta: 8:23:45 time: 0.6015 data_time: 0.0890 memory: 16132 grad_norm: 2.0552 loss: 2.1741 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.1741 2023/07/21 09:11:56 - mmengine - INFO - Epoch(train) [19][7300/9365] lr: 4.4911e-02 eta: 8:23:33 time: 0.6121 data_time: 0.0780 memory: 16132 grad_norm: 2.0428 loss: 2.1538 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1538 2023/07/21 09:12:08 - mmengine - INFO - Epoch(train) [19][7320/9365] lr: 4.4876e-02 eta: 8:23:20 time: 0.5957 data_time: 0.0814 memory: 16132 grad_norm: 2.0261 loss: 2.3250 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.3250 2023/07/21 09:12:21 - mmengine - INFO - Epoch(train) [19][7340/9365] lr: 4.4840e-02 eta: 8:23:08 time: 0.6580 data_time: 0.0888 memory: 16132 grad_norm: 1.9824 loss: 2.1135 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 2.1135 2023/07/21 09:12:33 - mmengine - INFO - Epoch(train) [19][7360/9365] lr: 4.4805e-02 eta: 8:22:55 time: 0.5968 data_time: 0.0904 memory: 16132 grad_norm: 2.0100 loss: 2.1309 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.1309 2023/07/21 09:12:45 - mmengine - INFO - Epoch(train) [19][7380/9365] lr: 4.4770e-02 eta: 8:22:43 time: 0.5979 data_time: 0.1056 memory: 16132 grad_norm: 2.0079 loss: 2.1231 top1_acc: 0.3438 top5_acc: 0.7812 loss_cls: 2.1231 2023/07/21 09:12:57 - mmengine - INFO - Epoch(train) [19][7400/9365] lr: 4.4735e-02 eta: 8:22:30 time: 0.6022 data_time: 0.0808 memory: 16132 grad_norm: 2.0321 loss: 2.3001 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.3001 2023/07/21 09:13:09 - mmengine - INFO - Epoch(train) [19][7420/9365] lr: 4.4699e-02 eta: 8:22:18 time: 0.6153 data_time: 0.1003 memory: 16132 grad_norm: 1.9891 loss: 2.2665 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.2665 2023/07/21 09:13:15 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 09:13:21 - mmengine - INFO - Epoch(train) [19][7440/9365] lr: 4.4664e-02 eta: 8:22:06 time: 0.6107 data_time: 0.1178 memory: 16132 grad_norm: 2.0601 loss: 2.1673 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.1673 2023/07/21 09:13:34 - mmengine - INFO - Epoch(train) [19][7460/9365] lr: 4.4629e-02 eta: 8:21:53 time: 0.6117 data_time: 0.0796 memory: 16132 grad_norm: 2.0499 loss: 2.2179 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.2179 2023/07/21 09:13:46 - mmengine - INFO - Epoch(train) [19][7480/9365] lr: 4.4594e-02 eta: 8:21:41 time: 0.5963 data_time: 0.0808 memory: 16132 grad_norm: 2.0835 loss: 2.2719 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.2719 2023/07/21 09:13:58 - mmengine - INFO - Epoch(train) [19][7500/9365] lr: 4.4558e-02 eta: 8:21:28 time: 0.5980 data_time: 0.0824 memory: 16132 grad_norm: 2.0631 loss: 2.2712 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.2712 2023/07/21 09:14:10 - mmengine - INFO - Epoch(train) [19][7520/9365] lr: 4.4523e-02 eta: 8:21:16 time: 0.6148 data_time: 0.0785 memory: 16132 grad_norm: 2.0377 loss: 2.2121 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.2121 2023/07/21 09:14:22 - mmengine - INFO - Epoch(train) [19][7540/9365] lr: 4.4488e-02 eta: 8:21:03 time: 0.6034 data_time: 0.0945 memory: 16132 grad_norm: 2.0009 loss: 2.2119 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 2.2119 2023/07/21 09:14:34 - mmengine - INFO - Epoch(train) [19][7560/9365] lr: 4.4453e-02 eta: 8:20:51 time: 0.5995 data_time: 0.0768 memory: 16132 grad_norm: 2.0431 loss: 2.2134 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.2134 2023/07/21 09:14:47 - mmengine - INFO - Epoch(train) [19][7580/9365] lr: 4.4418e-02 eta: 8:20:38 time: 0.6325 data_time: 0.0878 memory: 16132 grad_norm: 2.0719 loss: 2.2182 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.2182 2023/07/21 09:14:59 - mmengine - INFO - Epoch(train) [19][7600/9365] lr: 4.4383e-02 eta: 8:20:26 time: 0.6169 data_time: 0.0744 memory: 16132 grad_norm: 2.0286 loss: 2.2235 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2235 2023/07/21 09:15:11 - mmengine - INFO - Epoch(train) [19][7620/9365] lr: 4.4348e-02 eta: 8:20:13 time: 0.5885 data_time: 0.0776 memory: 16132 grad_norm: 2.0388 loss: 2.3381 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.3381 2023/07/21 09:15:23 - mmengine - INFO - Epoch(train) [19][7640/9365] lr: 4.4313e-02 eta: 8:20:01 time: 0.6229 data_time: 0.0800 memory: 16132 grad_norm: 1.9740 loss: 2.0972 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.0972 2023/07/21 09:15:36 - mmengine - INFO - Epoch(train) [19][7660/9365] lr: 4.4277e-02 eta: 8:19:49 time: 0.6181 data_time: 0.0757 memory: 16132 grad_norm: 2.0917 loss: 2.2019 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.2019 2023/07/21 09:15:49 - mmengine - INFO - Epoch(train) [19][7680/9365] lr: 4.4242e-02 eta: 8:19:37 time: 0.6441 data_time: 0.0855 memory: 16132 grad_norm: 2.0640 loss: 2.4265 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.4265 2023/07/21 09:16:01 - mmengine - INFO - Epoch(train) [19][7700/9365] lr: 4.4207e-02 eta: 8:19:24 time: 0.6053 data_time: 0.1132 memory: 16132 grad_norm: 2.0530 loss: 2.2564 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2564 2023/07/21 09:16:13 - mmengine - INFO - Epoch(train) [19][7720/9365] lr: 4.4172e-02 eta: 8:19:12 time: 0.6085 data_time: 0.0987 memory: 16132 grad_norm: 2.0223 loss: 2.1953 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.1953 2023/07/21 09:16:25 - mmengine - INFO - Epoch(train) [19][7740/9365] lr: 4.4137e-02 eta: 8:18:59 time: 0.5977 data_time: 0.0829 memory: 16132 grad_norm: 2.0222 loss: 2.2003 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.2003 2023/07/21 09:16:37 - mmengine - INFO - Epoch(train) [19][7760/9365] lr: 4.4102e-02 eta: 8:18:47 time: 0.6027 data_time: 0.0812 memory: 16132 grad_norm: 2.0035 loss: 2.2869 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.2869 2023/07/21 09:16:49 - mmengine - INFO - Epoch(train) [19][7780/9365] lr: 4.4067e-02 eta: 8:18:34 time: 0.6055 data_time: 0.0758 memory: 16132 grad_norm: 2.0176 loss: 2.2889 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.2889 2023/07/21 09:17:02 - mmengine - INFO - Epoch(train) [19][7800/9365] lr: 4.4032e-02 eta: 8:18:22 time: 0.6224 data_time: 0.0781 memory: 16132 grad_norm: 2.0019 loss: 2.1579 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1579 2023/07/21 09:17:14 - mmengine - INFO - Epoch(train) [19][7820/9365] lr: 4.3997e-02 eta: 8:18:10 time: 0.6188 data_time: 0.0798 memory: 16132 grad_norm: 2.0796 loss: 2.3523 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.3523 2023/07/21 09:17:26 - mmengine - INFO - Epoch(train) [19][7840/9365] lr: 4.3962e-02 eta: 8:17:57 time: 0.5983 data_time: 0.0863 memory: 16132 grad_norm: 2.0470 loss: 2.1711 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.1711 2023/07/21 09:17:39 - mmengine - INFO - Epoch(train) [19][7860/9365] lr: 4.3927e-02 eta: 8:17:45 time: 0.6143 data_time: 0.1205 memory: 16132 grad_norm: 2.0699 loss: 2.2934 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.2934 2023/07/21 09:17:51 - mmengine - INFO - Epoch(train) [19][7880/9365] lr: 4.3892e-02 eta: 8:17:32 time: 0.5991 data_time: 0.0842 memory: 16132 grad_norm: 2.0243 loss: 2.2125 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.2125 2023/07/21 09:18:03 - mmengine - INFO - Epoch(train) [19][7900/9365] lr: 4.3857e-02 eta: 8:17:20 time: 0.6401 data_time: 0.0868 memory: 16132 grad_norm: 2.0403 loss: 2.2519 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2519 2023/07/21 09:18:16 - mmengine - INFO - Epoch(train) [19][7920/9365] lr: 4.3822e-02 eta: 8:17:08 time: 0.6241 data_time: 0.0859 memory: 16132 grad_norm: 2.0287 loss: 2.2358 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.2358 2023/07/21 09:18:28 - mmengine - INFO - Epoch(train) [19][7940/9365] lr: 4.3787e-02 eta: 8:16:55 time: 0.5850 data_time: 0.0736 memory: 16132 grad_norm: 2.0675 loss: 2.4202 top1_acc: 0.2188 top5_acc: 0.5938 loss_cls: 2.4202 2023/07/21 09:18:41 - mmengine - INFO - Epoch(train) [19][7960/9365] lr: 4.3753e-02 eta: 8:16:43 time: 0.6590 data_time: 0.0858 memory: 16132 grad_norm: 2.0222 loss: 2.2323 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2323 2023/07/21 09:18:53 - mmengine - INFO - Epoch(train) [19][7980/9365] lr: 4.3718e-02 eta: 8:16:31 time: 0.6154 data_time: 0.0934 memory: 16132 grad_norm: 2.0293 loss: 2.2000 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2000 2023/07/21 09:19:05 - mmengine - INFO - Epoch(train) [19][8000/9365] lr: 4.3683e-02 eta: 8:16:18 time: 0.5914 data_time: 0.0823 memory: 16132 grad_norm: 2.0693 loss: 2.2264 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 2.2264 2023/07/21 09:19:18 - mmengine - INFO - Epoch(train) [19][8020/9365] lr: 4.3648e-02 eta: 8:16:06 time: 0.6259 data_time: 0.0876 memory: 16132 grad_norm: 2.0370 loss: 2.3880 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.3880 2023/07/21 09:19:30 - mmengine - INFO - Epoch(train) [19][8040/9365] lr: 4.3613e-02 eta: 8:15:54 time: 0.6338 data_time: 0.1058 memory: 16132 grad_norm: 2.0462 loss: 2.2666 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.2666 2023/07/21 09:19:42 - mmengine - INFO - Epoch(train) [19][8060/9365] lr: 4.3578e-02 eta: 8:15:41 time: 0.6040 data_time: 0.1034 memory: 16132 grad_norm: 2.0322 loss: 2.2787 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2787 2023/07/21 09:19:54 - mmengine - INFO - Epoch(train) [19][8080/9365] lr: 4.3543e-02 eta: 8:15:29 time: 0.5990 data_time: 0.0769 memory: 16132 grad_norm: 2.0516 loss: 2.3855 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.3855 2023/07/21 09:20:06 - mmengine - INFO - Epoch(train) [19][8100/9365] lr: 4.3509e-02 eta: 8:15:16 time: 0.5982 data_time: 0.0759 memory: 16132 grad_norm: 2.0184 loss: 2.1754 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1754 2023/07/21 09:20:19 - mmengine - INFO - Epoch(train) [19][8120/9365] lr: 4.3474e-02 eta: 8:15:03 time: 0.6010 data_time: 0.0841 memory: 16132 grad_norm: 2.0371 loss: 2.1730 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.1730 2023/07/21 09:20:31 - mmengine - INFO - Epoch(train) [19][8140/9365] lr: 4.3439e-02 eta: 8:14:51 time: 0.5984 data_time: 0.0869 memory: 16132 grad_norm: 2.0563 loss: 2.1608 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1608 2023/07/21 09:20:43 - mmengine - INFO - Epoch(train) [19][8160/9365] lr: 4.3404e-02 eta: 8:14:39 time: 0.6393 data_time: 0.0771 memory: 16132 grad_norm: 2.1103 loss: 2.3420 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.3420 2023/07/21 09:20:56 - mmengine - INFO - Epoch(train) [19][8180/9365] lr: 4.3369e-02 eta: 8:14:26 time: 0.6126 data_time: 0.1079 memory: 16132 grad_norm: 2.0486 loss: 2.0829 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 2.0829 2023/07/21 09:21:08 - mmengine - INFO - Epoch(train) [19][8200/9365] lr: 4.3335e-02 eta: 8:14:14 time: 0.6157 data_time: 0.0832 memory: 16132 grad_norm: 2.0794 loss: 2.2092 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.2092 2023/07/21 09:21:20 - mmengine - INFO - Epoch(train) [19][8220/9365] lr: 4.3300e-02 eta: 8:14:01 time: 0.5880 data_time: 0.0794 memory: 16132 grad_norm: 2.0501 loss: 2.2733 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.2733 2023/07/21 09:21:32 - mmengine - INFO - Epoch(train) [19][8240/9365] lr: 4.3265e-02 eta: 8:13:49 time: 0.6131 data_time: 0.0837 memory: 16132 grad_norm: 2.0464 loss: 2.3009 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.3009 2023/07/21 09:21:44 - mmengine - INFO - Epoch(train) [19][8260/9365] lr: 4.3230e-02 eta: 8:13:36 time: 0.5989 data_time: 0.0808 memory: 16132 grad_norm: 2.0383 loss: 2.0988 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0988 2023/07/21 09:21:56 - mmengine - INFO - Epoch(train) [19][8280/9365] lr: 4.3196e-02 eta: 8:13:24 time: 0.6145 data_time: 0.1049 memory: 16132 grad_norm: 2.0125 loss: 2.2518 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.2518 2023/07/21 09:22:09 - mmengine - INFO - Epoch(train) [19][8300/9365] lr: 4.3161e-02 eta: 8:13:12 time: 0.6348 data_time: 0.0736 memory: 16132 grad_norm: 2.0448 loss: 2.1190 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.1190 2023/07/21 09:22:21 - mmengine - INFO - Epoch(train) [19][8320/9365] lr: 4.3126e-02 eta: 8:12:59 time: 0.5980 data_time: 0.0851 memory: 16132 grad_norm: 2.0537 loss: 2.1346 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.1346 2023/07/21 09:22:33 - mmengine - INFO - Epoch(train) [19][8340/9365] lr: 4.3092e-02 eta: 8:12:47 time: 0.6103 data_time: 0.0791 memory: 16132 grad_norm: 2.0528 loss: 2.1772 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.1772 2023/07/21 09:22:45 - mmengine - INFO - Epoch(train) [19][8360/9365] lr: 4.3057e-02 eta: 8:12:34 time: 0.6018 data_time: 0.0896 memory: 16132 grad_norm: 2.0280 loss: 2.2488 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.2488 2023/07/21 09:22:58 - mmengine - INFO - Epoch(train) [19][8380/9365] lr: 4.3022e-02 eta: 8:12:22 time: 0.6363 data_time: 0.0802 memory: 16132 grad_norm: 2.0684 loss: 2.2460 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.2460 2023/07/21 09:23:11 - mmengine - INFO - Epoch(train) [19][8400/9365] lr: 4.2988e-02 eta: 8:12:10 time: 0.6121 data_time: 0.0866 memory: 16132 grad_norm: 2.0837 loss: 2.1887 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1887 2023/07/21 09:23:23 - mmengine - INFO - Epoch(train) [19][8420/9365] lr: 4.2953e-02 eta: 8:11:57 time: 0.6082 data_time: 0.0820 memory: 16132 grad_norm: 2.0290 loss: 2.3512 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.3512 2023/07/21 09:23:29 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 09:23:35 - mmengine - INFO - Epoch(train) [19][8440/9365] lr: 4.2918e-02 eta: 8:11:45 time: 0.6266 data_time: 0.1125 memory: 16132 grad_norm: 2.0536 loss: 2.3292 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3292 2023/07/21 09:23:47 - mmengine - INFO - Epoch(train) [19][8460/9365] lr: 4.2884e-02 eta: 8:11:33 time: 0.5987 data_time: 0.0782 memory: 16132 grad_norm: 2.0332 loss: 1.9837 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.9837 2023/07/21 09:23:59 - mmengine - INFO - Epoch(train) [19][8480/9365] lr: 4.2849e-02 eta: 8:11:20 time: 0.5923 data_time: 0.0814 memory: 16132 grad_norm: 2.0416 loss: 2.0731 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 2.0731 2023/07/21 09:24:11 - mmengine - INFO - Epoch(train) [19][8500/9365] lr: 4.2815e-02 eta: 8:11:07 time: 0.5876 data_time: 0.0896 memory: 16132 grad_norm: 2.1058 loss: 2.2337 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2337 2023/07/21 09:24:23 - mmengine - INFO - Epoch(train) [19][8520/9365] lr: 4.2780e-02 eta: 8:10:55 time: 0.5916 data_time: 0.0798 memory: 16132 grad_norm: 2.0544 loss: 2.2748 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.2748 2023/07/21 09:24:36 - mmengine - INFO - Epoch(train) [19][8540/9365] lr: 4.2746e-02 eta: 8:10:43 time: 0.6367 data_time: 0.0770 memory: 16132 grad_norm: 2.0803 loss: 2.2980 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.2980 2023/07/21 09:24:48 - mmengine - INFO - Epoch(train) [19][8560/9365] lr: 4.2711e-02 eta: 8:10:30 time: 0.6230 data_time: 0.0895 memory: 16132 grad_norm: 2.1077 loss: 2.1794 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.1794 2023/07/21 09:25:00 - mmengine - INFO - Epoch(train) [19][8580/9365] lr: 4.2676e-02 eta: 8:10:18 time: 0.5961 data_time: 0.0747 memory: 16132 grad_norm: 2.0862 loss: 2.0958 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0958 2023/07/21 09:25:13 - mmengine - INFO - Epoch(train) [19][8600/9365] lr: 4.2642e-02 eta: 8:10:05 time: 0.6217 data_time: 0.0859 memory: 16132 grad_norm: 2.0708 loss: 2.1947 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.1947 2023/07/21 09:25:25 - mmengine - INFO - Epoch(train) [19][8620/9365] lr: 4.2607e-02 eta: 8:09:53 time: 0.6078 data_time: 0.0767 memory: 16132 grad_norm: 2.0317 loss: 2.2732 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.2732 2023/07/21 09:25:37 - mmengine - INFO - Epoch(train) [19][8640/9365] lr: 4.2573e-02 eta: 8:09:40 time: 0.5882 data_time: 0.0843 memory: 16132 grad_norm: 2.0854 loss: 2.2091 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2091 2023/07/21 09:25:49 - mmengine - INFO - Epoch(train) [19][8660/9365] lr: 4.2539e-02 eta: 8:09:28 time: 0.6332 data_time: 0.0744 memory: 16132 grad_norm: 2.0680 loss: 2.3158 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.3158 2023/07/21 09:26:02 - mmengine - INFO - Epoch(train) [19][8680/9365] lr: 4.2504e-02 eta: 8:09:16 time: 0.6264 data_time: 0.0921 memory: 16132 grad_norm: 2.0732 loss: 2.3710 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.3710 2023/07/21 09:26:14 - mmengine - INFO - Epoch(train) [19][8700/9365] lr: 4.2470e-02 eta: 8:09:03 time: 0.5867 data_time: 0.1024 memory: 16132 grad_norm: 2.0759 loss: 2.2377 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.2377 2023/07/21 09:26:26 - mmengine - INFO - Epoch(train) [19][8720/9365] lr: 4.2435e-02 eta: 8:08:51 time: 0.5999 data_time: 0.0937 memory: 16132 grad_norm: 2.0668 loss: 2.3038 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.3038 2023/07/21 09:26:38 - mmengine - INFO - Epoch(train) [19][8740/9365] lr: 4.2401e-02 eta: 8:08:38 time: 0.6246 data_time: 0.0795 memory: 16132 grad_norm: 2.0978 loss: 2.1929 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.1929 2023/07/21 09:26:50 - mmengine - INFO - Epoch(train) [19][8760/9365] lr: 4.2366e-02 eta: 8:08:26 time: 0.6032 data_time: 0.1006 memory: 16132 grad_norm: 2.0848 loss: 2.3214 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 2.3214 2023/07/21 09:27:03 - mmengine - INFO - Epoch(train) [19][8780/9365] lr: 4.2332e-02 eta: 8:08:14 time: 0.6151 data_time: 0.0766 memory: 16132 grad_norm: 2.0524 loss: 2.0928 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 2.0928 2023/07/21 09:27:15 - mmengine - INFO - Epoch(train) [19][8800/9365] lr: 4.2298e-02 eta: 8:08:01 time: 0.6047 data_time: 0.0901 memory: 16132 grad_norm: 2.0402 loss: 2.0603 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.0603 2023/07/21 09:27:27 - mmengine - INFO - Epoch(train) [19][8820/9365] lr: 4.2263e-02 eta: 8:07:49 time: 0.6218 data_time: 0.1137 memory: 16132 grad_norm: 2.0769 loss: 2.1790 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.1790 2023/07/21 09:27:39 - mmengine - INFO - Epoch(train) [19][8840/9365] lr: 4.2229e-02 eta: 8:07:36 time: 0.6005 data_time: 0.1023 memory: 16132 grad_norm: 2.0921 loss: 2.2572 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2572 2023/07/21 09:27:51 - mmengine - INFO - Epoch(train) [19][8860/9365] lr: 4.2194e-02 eta: 8:07:24 time: 0.6129 data_time: 0.0850 memory: 16132 grad_norm: 2.1035 loss: 2.3259 top1_acc: 0.2812 top5_acc: 0.5938 loss_cls: 2.3259 2023/07/21 09:28:04 - mmengine - INFO - Epoch(train) [19][8880/9365] lr: 4.2160e-02 eta: 8:07:12 time: 0.6318 data_time: 0.0780 memory: 16132 grad_norm: 2.0504 loss: 2.0605 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0605 2023/07/21 09:28:16 - mmengine - INFO - Epoch(train) [19][8900/9365] lr: 4.2126e-02 eta: 8:06:59 time: 0.5896 data_time: 0.0863 memory: 16132 grad_norm: 2.0588 loss: 2.1948 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.1948 2023/07/21 09:28:28 - mmengine - INFO - Epoch(train) [19][8920/9365] lr: 4.2091e-02 eta: 8:06:47 time: 0.6054 data_time: 0.0890 memory: 16132 grad_norm: 2.0328 loss: 2.1592 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.1592 2023/07/21 09:28:40 - mmengine - INFO - Epoch(train) [19][8940/9365] lr: 4.2057e-02 eta: 8:06:34 time: 0.5714 data_time: 0.0867 memory: 16132 grad_norm: 2.0691 loss: 2.2717 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.2717 2023/07/21 09:28:52 - mmengine - INFO - Epoch(train) [19][8960/9365] lr: 4.2023e-02 eta: 8:06:21 time: 0.5930 data_time: 0.0771 memory: 16132 grad_norm: 2.0607 loss: 2.1964 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.1964 2023/07/21 09:29:04 - mmengine - INFO - Epoch(train) [19][8980/9365] lr: 4.1989e-02 eta: 8:06:09 time: 0.6330 data_time: 0.0774 memory: 16132 grad_norm: 2.0801 loss: 2.2213 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.2213 2023/07/21 09:29:16 - mmengine - INFO - Epoch(train) [19][9000/9365] lr: 4.1954e-02 eta: 8:05:57 time: 0.6103 data_time: 0.1024 memory: 16132 grad_norm: 2.0992 loss: 2.2157 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.2157 2023/07/21 09:29:28 - mmengine - INFO - Epoch(train) [19][9020/9365] lr: 4.1920e-02 eta: 8:05:44 time: 0.5863 data_time: 0.0955 memory: 16132 grad_norm: 2.0993 loss: 2.1324 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.1324 2023/07/21 09:29:41 - mmengine - INFO - Epoch(train) [19][9040/9365] lr: 4.1886e-02 eta: 8:05:32 time: 0.6194 data_time: 0.0775 memory: 16132 grad_norm: 2.1308 loss: 2.2411 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.2411 2023/07/21 09:29:53 - mmengine - INFO - Epoch(train) [19][9060/9365] lr: 4.1852e-02 eta: 8:05:19 time: 0.6021 data_time: 0.0782 memory: 16132 grad_norm: 2.0467 loss: 2.2452 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2452 2023/07/21 09:30:05 - mmengine - INFO - Epoch(train) [19][9080/9365] lr: 4.1817e-02 eta: 8:05:07 time: 0.6269 data_time: 0.0855 memory: 16132 grad_norm: 2.0601 loss: 2.2061 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2061 2023/07/21 09:30:17 - mmengine - INFO - Epoch(train) [19][9100/9365] lr: 4.1783e-02 eta: 8:04:54 time: 0.6035 data_time: 0.0856 memory: 16132 grad_norm: 2.0898 loss: 2.1866 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.1866 2023/07/21 09:30:30 - mmengine - INFO - Epoch(train) [19][9120/9365] lr: 4.1749e-02 eta: 8:04:42 time: 0.6057 data_time: 0.1021 memory: 16132 grad_norm: 2.0367 loss: 2.2439 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.2439 2023/07/21 09:30:42 - mmengine - INFO - Epoch(train) [19][9140/9365] lr: 4.1715e-02 eta: 8:04:29 time: 0.6134 data_time: 0.0933 memory: 16132 grad_norm: 2.0267 loss: 2.2124 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.2124 2023/07/21 09:30:54 - mmengine - INFO - Epoch(train) [19][9160/9365] lr: 4.1681e-02 eta: 8:04:17 time: 0.6200 data_time: 0.0807 memory: 16132 grad_norm: 2.0850 loss: 2.3218 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3218 2023/07/21 09:31:07 - mmengine - INFO - Epoch(train) [19][9180/9365] lr: 4.1646e-02 eta: 8:04:05 time: 0.6261 data_time: 0.0928 memory: 16132 grad_norm: 2.0771 loss: 2.2221 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.2221 2023/07/21 09:31:19 - mmengine - INFO - Epoch(train) [19][9200/9365] lr: 4.1612e-02 eta: 8:03:53 time: 0.6297 data_time: 0.1081 memory: 16132 grad_norm: 2.0691 loss: 2.2415 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2415 2023/07/21 09:31:32 - mmengine - INFO - Epoch(train) [19][9220/9365] lr: 4.1578e-02 eta: 8:03:40 time: 0.6118 data_time: 0.0887 memory: 16132 grad_norm: 2.0769 loss: 2.2275 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.2275 2023/07/21 09:31:44 - mmengine - INFO - Epoch(train) [19][9240/9365] lr: 4.1544e-02 eta: 8:03:28 time: 0.6104 data_time: 0.0859 memory: 16132 grad_norm: 2.0589 loss: 2.2393 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.2393 2023/07/21 09:31:56 - mmengine - INFO - Epoch(train) [19][9260/9365] lr: 4.1510e-02 eta: 8:03:15 time: 0.5926 data_time: 0.0790 memory: 16132 grad_norm: 2.0772 loss: 2.1190 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1190 2023/07/21 09:32:08 - mmengine - INFO - Epoch(train) [19][9280/9365] lr: 4.1476e-02 eta: 8:03:03 time: 0.6143 data_time: 0.0848 memory: 16132 grad_norm: 2.0864 loss: 2.2252 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2252 2023/07/21 09:32:21 - mmengine - INFO - Epoch(train) [19][9300/9365] lr: 4.1442e-02 eta: 8:02:51 time: 0.6263 data_time: 0.0893 memory: 16132 grad_norm: 2.1046 loss: 2.2866 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.2866 2023/07/21 09:32:33 - mmengine - INFO - Epoch(train) [19][9320/9365] lr: 4.1408e-02 eta: 8:02:38 time: 0.6074 data_time: 0.0842 memory: 16132 grad_norm: 2.0781 loss: 2.2175 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.2175 2023/07/21 09:32:45 - mmengine - INFO - Epoch(train) [19][9340/9365] lr: 4.1374e-02 eta: 8:02:26 time: 0.6078 data_time: 0.0806 memory: 16132 grad_norm: 2.0711 loss: 2.1717 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.1717 2023/07/21 09:32:57 - mmengine - INFO - Epoch(train) [19][9360/9365] lr: 4.1340e-02 eta: 8:02:13 time: 0.5825 data_time: 0.0824 memory: 16132 grad_norm: 2.0560 loss: 2.1791 top1_acc: 0.3750 top5_acc: 0.8438 loss_cls: 2.1791 2023/07/21 09:32:59 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 09:32:59 - mmengine - INFO - Epoch(train) [19][9365/9365] lr: 4.1331e-02 eta: 8:02:10 time: 0.5716 data_time: 0.0828 memory: 16132 grad_norm: 2.0895 loss: 2.1256 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1256 2023/07/21 09:32:59 - mmengine - INFO - Saving checkpoint at 19 epochs 2023/07/21 09:33:17 - mmengine - INFO - Epoch(val) [19][20/78] eta: 0:00:47 time: 0.8267 data_time: 0.5259 memory: 3721 2023/07/21 09:33:29 - mmengine - INFO - Epoch(val) [19][40/78] eta: 0:00:26 time: 0.5820 data_time: 0.2822 memory: 3721 2023/07/21 09:33:40 - mmengine - INFO - Epoch(val) [19][60/78] eta: 0:00:11 time: 0.5530 data_time: 0.2601 memory: 3721 2023/07/21 09:33:52 - mmengine - INFO - Epoch(val) [19][78/78] acc/top1: 0.3020 acc/top5: 0.5284 acc/mean1: 0.3015 data_time: 0.3021 time: 0.5874 2023/07/21 09:34:13 - mmengine - INFO - Epoch(train) [20][ 20/9365] lr: 4.1297e-02 eta: 8:02:01 time: 1.0692 data_time: 0.3801 memory: 16132 grad_norm: 2.0876 loss: 2.3875 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.3875 2023/07/21 09:34:26 - mmengine - INFO - Epoch(train) [20][ 40/9365] lr: 4.1263e-02 eta: 8:01:49 time: 0.6313 data_time: 0.1198 memory: 16132 grad_norm: 2.0860 loss: 2.2873 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.2873 2023/07/21 09:34:38 - mmengine - INFO - Epoch(train) [20][ 60/9365] lr: 4.1229e-02 eta: 8:01:36 time: 0.5953 data_time: 0.0913 memory: 16132 grad_norm: 2.0515 loss: 2.2503 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2503 2023/07/21 09:34:41 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 09:34:50 - mmengine - INFO - Epoch(train) [20][ 80/9365] lr: 4.1195e-02 eta: 8:01:24 time: 0.6114 data_time: 0.0779 memory: 16132 grad_norm: 2.1015 loss: 2.2655 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.2655 2023/07/21 09:35:02 - mmengine - INFO - Epoch(train) [20][ 100/9365] lr: 4.1161e-02 eta: 8:01:11 time: 0.5972 data_time: 0.0964 memory: 16132 grad_norm: 2.0789 loss: 2.1073 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1073 2023/07/21 09:35:15 - mmengine - INFO - Epoch(train) [20][ 120/9365] lr: 4.1127e-02 eta: 8:00:59 time: 0.6434 data_time: 0.1121 memory: 16132 grad_norm: 2.0404 loss: 2.0451 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.0451 2023/07/21 09:35:27 - mmengine - INFO - Epoch(train) [20][ 140/9365] lr: 4.1093e-02 eta: 8:00:47 time: 0.5807 data_time: 0.0850 memory: 16132 grad_norm: 2.1071 loss: 2.1583 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1583 2023/07/21 09:35:39 - mmengine - INFO - Epoch(train) [20][ 160/9365] lr: 4.1059e-02 eta: 8:00:34 time: 0.6286 data_time: 0.0905 memory: 16132 grad_norm: 2.0933 loss: 2.1304 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.1304 2023/07/21 09:35:52 - mmengine - INFO - Epoch(train) [20][ 180/9365] lr: 4.1025e-02 eta: 8:00:22 time: 0.6105 data_time: 0.1207 memory: 16132 grad_norm: 2.0635 loss: 2.0583 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0583 2023/07/21 09:36:03 - mmengine - INFO - Epoch(train) [20][ 200/9365] lr: 4.0991e-02 eta: 8:00:09 time: 0.5846 data_time: 0.0841 memory: 16132 grad_norm: 2.0627 loss: 2.2986 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2986 2023/07/21 09:36:16 - mmengine - INFO - Epoch(train) [20][ 220/9365] lr: 4.0957e-02 eta: 7:59:57 time: 0.6334 data_time: 0.1088 memory: 16132 grad_norm: 2.0925 loss: 2.2752 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.2752 2023/07/21 09:36:28 - mmengine - INFO - Epoch(train) [20][ 240/9365] lr: 4.0923e-02 eta: 7:59:44 time: 0.5980 data_time: 0.0877 memory: 16132 grad_norm: 2.1335 loss: 2.2841 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2841 2023/07/21 09:36:41 - mmengine - INFO - Epoch(train) [20][ 260/9365] lr: 4.0890e-02 eta: 7:59:32 time: 0.6316 data_time: 0.0940 memory: 16132 grad_norm: 2.0921 loss: 2.1508 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 2.1508 2023/07/21 09:36:53 - mmengine - INFO - Epoch(train) [20][ 280/9365] lr: 4.0856e-02 eta: 7:59:20 time: 0.6212 data_time: 0.0817 memory: 16132 grad_norm: 2.0404 loss: 2.2382 top1_acc: 0.6562 top5_acc: 0.7500 loss_cls: 2.2382 2023/07/21 09:37:06 - mmengine - INFO - Epoch(train) [20][ 300/9365] lr: 4.0822e-02 eta: 7:59:08 time: 0.6209 data_time: 0.0869 memory: 16132 grad_norm: 2.1340 loss: 2.1768 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 2.1768 2023/07/21 09:37:18 - mmengine - INFO - Epoch(train) [20][ 320/9365] lr: 4.0788e-02 eta: 7:58:55 time: 0.6146 data_time: 0.1117 memory: 16132 grad_norm: 2.0554 loss: 2.1401 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.1401 2023/07/21 09:37:30 - mmengine - INFO - Epoch(train) [20][ 340/9365] lr: 4.0754e-02 eta: 7:58:43 time: 0.6007 data_time: 0.0881 memory: 16132 grad_norm: 2.0734 loss: 2.1092 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1092 2023/07/21 09:37:42 - mmengine - INFO - Epoch(train) [20][ 360/9365] lr: 4.0720e-02 eta: 7:58:30 time: 0.5991 data_time: 0.0796 memory: 16132 grad_norm: 2.0958 loss: 2.1722 top1_acc: 0.2188 top5_acc: 0.7812 loss_cls: 2.1722 2023/07/21 09:37:55 - mmengine - INFO - Epoch(train) [20][ 380/9365] lr: 4.0687e-02 eta: 7:58:18 time: 0.6422 data_time: 0.0778 memory: 16132 grad_norm: 2.0894 loss: 2.1573 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.1573 2023/07/21 09:38:07 - mmengine - INFO - Epoch(train) [20][ 400/9365] lr: 4.0653e-02 eta: 7:58:06 time: 0.6041 data_time: 0.0928 memory: 16132 grad_norm: 2.0942 loss: 2.2412 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2412 2023/07/21 09:38:19 - mmengine - INFO - Epoch(train) [20][ 420/9365] lr: 4.0619e-02 eta: 7:57:53 time: 0.6159 data_time: 0.0923 memory: 16132 grad_norm: 2.1045 loss: 2.0583 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 2.0583 2023/07/21 09:38:32 - mmengine - INFO - Epoch(train) [20][ 440/9365] lr: 4.0585e-02 eta: 7:57:41 time: 0.6314 data_time: 0.0898 memory: 16132 grad_norm: 2.0876 loss: 2.1876 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.1876 2023/07/21 09:38:44 - mmengine - INFO - Epoch(train) [20][ 460/9365] lr: 4.0551e-02 eta: 7:57:29 time: 0.6164 data_time: 0.0878 memory: 16132 grad_norm: 2.1327 loss: 2.2130 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.2130 2023/07/21 09:38:56 - mmengine - INFO - Epoch(train) [20][ 480/9365] lr: 4.0518e-02 eta: 7:57:16 time: 0.6045 data_time: 0.0857 memory: 16132 grad_norm: 2.1295 loss: 2.3005 top1_acc: 0.5938 top5_acc: 0.6875 loss_cls: 2.3005 2023/07/21 09:39:08 - mmengine - INFO - Epoch(train) [20][ 500/9365] lr: 4.0484e-02 eta: 7:57:04 time: 0.5971 data_time: 0.0858 memory: 16132 grad_norm: 2.1254 loss: 2.1394 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.1394 2023/07/21 09:39:21 - mmengine - INFO - Epoch(train) [20][ 520/9365] lr: 4.0450e-02 eta: 7:56:51 time: 0.6150 data_time: 0.0838 memory: 16132 grad_norm: 2.1376 loss: 2.1452 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.1452 2023/07/21 09:39:33 - mmengine - INFO - Epoch(train) [20][ 540/9365] lr: 4.0417e-02 eta: 7:56:39 time: 0.6045 data_time: 0.0884 memory: 16132 grad_norm: 2.1195 loss: 2.1365 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1365 2023/07/21 09:39:45 - mmengine - INFO - Epoch(train) [20][ 560/9365] lr: 4.0383e-02 eta: 7:56:26 time: 0.6098 data_time: 0.1150 memory: 16132 grad_norm: 2.0947 loss: 2.1591 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1591 2023/07/21 09:39:57 - mmengine - INFO - Epoch(train) [20][ 580/9365] lr: 4.0349e-02 eta: 7:56:14 time: 0.6001 data_time: 0.0786 memory: 16132 grad_norm: 2.1469 loss: 2.2717 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.2717 2023/07/21 09:40:10 - mmengine - INFO - Epoch(train) [20][ 600/9365] lr: 4.0316e-02 eta: 7:56:02 time: 0.6545 data_time: 0.0803 memory: 16132 grad_norm: 2.0828 loss: 2.1586 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.1586 2023/07/21 09:40:22 - mmengine - INFO - Epoch(train) [20][ 620/9365] lr: 4.0282e-02 eta: 7:55:49 time: 0.5920 data_time: 0.0875 memory: 16132 grad_norm: 2.0686 loss: 2.0395 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.0395 2023/07/21 09:40:35 - mmengine - INFO - Epoch(train) [20][ 640/9365] lr: 4.0248e-02 eta: 7:55:37 time: 0.6203 data_time: 0.0760 memory: 16132 grad_norm: 2.1147 loss: 2.3355 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.3355 2023/07/21 09:40:47 - mmengine - INFO - Epoch(train) [20][ 660/9365] lr: 4.0215e-02 eta: 7:55:24 time: 0.6010 data_time: 0.0822 memory: 16132 grad_norm: 2.0927 loss: 2.1919 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.1919 2023/07/21 09:40:59 - mmengine - INFO - Epoch(train) [20][ 680/9365] lr: 4.0181e-02 eta: 7:55:12 time: 0.6263 data_time: 0.1136 memory: 16132 grad_norm: 2.1224 loss: 2.0890 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0890 2023/07/21 09:41:11 - mmengine - INFO - Epoch(train) [20][ 700/9365] lr: 4.0147e-02 eta: 7:54:59 time: 0.5966 data_time: 0.0913 memory: 16132 grad_norm: 2.0907 loss: 2.2126 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.2126 2023/07/21 09:41:23 - mmengine - INFO - Epoch(train) [20][ 720/9365] lr: 4.0114e-02 eta: 7:54:47 time: 0.6123 data_time: 0.0862 memory: 16132 grad_norm: 2.1099 loss: 2.2903 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.2903 2023/07/21 09:41:36 - mmengine - INFO - Epoch(train) [20][ 740/9365] lr: 4.0080e-02 eta: 7:54:35 time: 0.6107 data_time: 0.0848 memory: 16132 grad_norm: 2.0935 loss: 2.1210 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.1210 2023/07/21 09:41:48 - mmengine - INFO - Epoch(train) [20][ 760/9365] lr: 4.0047e-02 eta: 7:54:22 time: 0.6081 data_time: 0.0918 memory: 16132 grad_norm: 2.0895 loss: 2.1125 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.1125 2023/07/21 09:42:01 - mmengine - INFO - Epoch(train) [20][ 780/9365] lr: 4.0013e-02 eta: 7:54:10 time: 0.6297 data_time: 0.1051 memory: 16132 grad_norm: 2.0981 loss: 2.0926 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0926 2023/07/21 09:42:13 - mmengine - INFO - Epoch(train) [20][ 800/9365] lr: 3.9980e-02 eta: 7:53:58 time: 0.6071 data_time: 0.0989 memory: 16132 grad_norm: 2.1167 loss: 2.2215 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 2.2215 2023/07/21 09:42:25 - mmengine - INFO - Epoch(train) [20][ 820/9365] lr: 3.9946e-02 eta: 7:53:45 time: 0.6005 data_time: 0.1045 memory: 16132 grad_norm: 2.1540 loss: 2.2011 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.2011 2023/07/21 09:42:37 - mmengine - INFO - Epoch(train) [20][ 840/9365] lr: 3.9912e-02 eta: 7:53:33 time: 0.6047 data_time: 0.1334 memory: 16132 grad_norm: 2.1280 loss: 2.0225 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.0225 2023/07/21 09:42:49 - mmengine - INFO - Epoch(train) [20][ 860/9365] lr: 3.9879e-02 eta: 7:53:20 time: 0.5843 data_time: 0.0912 memory: 16132 grad_norm: 2.0866 loss: 2.1803 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1803 2023/07/21 09:43:01 - mmengine - INFO - Epoch(train) [20][ 880/9365] lr: 3.9845e-02 eta: 7:53:08 time: 0.6243 data_time: 0.0820 memory: 16132 grad_norm: 2.1376 loss: 2.0954 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.0954 2023/07/21 09:43:14 - mmengine - INFO - Epoch(train) [20][ 900/9365] lr: 3.9812e-02 eta: 7:52:55 time: 0.6450 data_time: 0.0892 memory: 16132 grad_norm: 2.1222 loss: 2.2509 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.2509 2023/07/21 09:43:27 - mmengine - INFO - Epoch(train) [20][ 920/9365] lr: 3.9779e-02 eta: 7:52:43 time: 0.6399 data_time: 0.0876 memory: 16132 grad_norm: 2.1146 loss: 2.1867 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.1867 2023/07/21 09:43:39 - mmengine - INFO - Epoch(train) [20][ 940/9365] lr: 3.9745e-02 eta: 7:52:31 time: 0.6054 data_time: 0.0980 memory: 16132 grad_norm: 2.1590 loss: 2.2085 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.2085 2023/07/21 09:43:52 - mmengine - INFO - Epoch(train) [20][ 960/9365] lr: 3.9712e-02 eta: 7:52:19 time: 0.6426 data_time: 0.0834 memory: 16132 grad_norm: 2.1103 loss: 2.2465 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.2465 2023/07/21 09:44:04 - mmengine - INFO - Epoch(train) [20][ 980/9365] lr: 3.9678e-02 eta: 7:52:06 time: 0.5957 data_time: 0.0882 memory: 16132 grad_norm: 2.0766 loss: 2.2250 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.2250 2023/07/21 09:44:16 - mmengine - INFO - Epoch(train) [20][1000/9365] lr: 3.9645e-02 eta: 7:51:54 time: 0.6194 data_time: 0.0827 memory: 16132 grad_norm: 2.1106 loss: 2.1560 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.1560 2023/07/21 09:44:29 - mmengine - INFO - Epoch(train) [20][1020/9365] lr: 3.9611e-02 eta: 7:51:42 time: 0.6264 data_time: 0.0783 memory: 16132 grad_norm: 2.1291 loss: 2.1792 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.1792 2023/07/21 09:44:41 - mmengine - INFO - Epoch(train) [20][1040/9365] lr: 3.9578e-02 eta: 7:51:29 time: 0.5800 data_time: 0.0909 memory: 16132 grad_norm: 2.0491 loss: 2.1794 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.1794 2023/07/21 09:44:53 - mmengine - INFO - Epoch(train) [20][1060/9365] lr: 3.9545e-02 eta: 7:51:17 time: 0.6384 data_time: 0.0901 memory: 16132 grad_norm: 2.0886 loss: 2.0569 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.0569 2023/07/21 09:44:57 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 09:45:06 - mmengine - INFO - Epoch(train) [20][1080/9365] lr: 3.9511e-02 eta: 7:51:04 time: 0.6394 data_time: 0.0935 memory: 16132 grad_norm: 2.1234 loss: 2.1279 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.1279 2023/07/21 09:45:19 - mmengine - INFO - Epoch(train) [20][1100/9365] lr: 3.9478e-02 eta: 7:50:52 time: 0.6267 data_time: 0.1150 memory: 16132 grad_norm: 2.1675 loss: 2.3182 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3182 2023/07/21 09:45:31 - mmengine - INFO - Epoch(train) [20][1120/9365] lr: 3.9445e-02 eta: 7:50:40 time: 0.6066 data_time: 0.0954 memory: 16132 grad_norm: 2.0990 loss: 2.1253 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.1253 2023/07/21 09:45:43 - mmengine - INFO - Epoch(train) [20][1140/9365] lr: 3.9411e-02 eta: 7:50:27 time: 0.6109 data_time: 0.0793 memory: 16132 grad_norm: 2.1351 loss: 2.1684 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1684 2023/07/21 09:45:55 - mmengine - INFO - Epoch(train) [20][1160/9365] lr: 3.9378e-02 eta: 7:50:15 time: 0.5898 data_time: 0.0723 memory: 16132 grad_norm: 2.1784 loss: 2.1576 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1576 2023/07/21 09:46:08 - mmengine - INFO - Epoch(train) [20][1180/9365] lr: 3.9345e-02 eta: 7:50:02 time: 0.6278 data_time: 0.0947 memory: 16132 grad_norm: 2.1161 loss: 2.1613 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1613 2023/07/21 09:46:20 - mmengine - INFO - Epoch(train) [20][1200/9365] lr: 3.9311e-02 eta: 7:49:50 time: 0.5974 data_time: 0.1051 memory: 16132 grad_norm: 2.1562 loss: 2.1556 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.1556 2023/07/21 09:46:32 - mmengine - INFO - Epoch(train) [20][1220/9365] lr: 3.9278e-02 eta: 7:49:37 time: 0.6042 data_time: 0.0828 memory: 16132 grad_norm: 2.1415 loss: 2.1246 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.1246 2023/07/21 09:46:44 - mmengine - INFO - Epoch(train) [20][1240/9365] lr: 3.9245e-02 eta: 7:49:25 time: 0.6194 data_time: 0.0912 memory: 16132 grad_norm: 2.1254 loss: 2.2259 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.2259 2023/07/21 09:46:57 - mmengine - INFO - Epoch(train) [20][1260/9365] lr: 3.9211e-02 eta: 7:49:13 time: 0.6279 data_time: 0.0828 memory: 16132 grad_norm: 2.1691 loss: 2.3781 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3781 2023/07/21 09:47:09 - mmengine - INFO - Epoch(train) [20][1280/9365] lr: 3.9178e-02 eta: 7:49:00 time: 0.6119 data_time: 0.0881 memory: 16132 grad_norm: 2.1494 loss: 2.0865 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.0865 2023/07/21 09:47:21 - mmengine - INFO - Epoch(train) [20][1300/9365] lr: 3.9145e-02 eta: 7:48:48 time: 0.6213 data_time: 0.0807 memory: 16132 grad_norm: 2.1323 loss: 2.2895 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2895 2023/07/21 09:47:34 - mmengine - INFO - Epoch(train) [20][1320/9365] lr: 3.9112e-02 eta: 7:48:36 time: 0.6076 data_time: 0.0879 memory: 16132 grad_norm: 2.1487 loss: 2.0084 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0084 2023/07/21 09:47:46 - mmengine - INFO - Epoch(train) [20][1340/9365] lr: 3.9079e-02 eta: 7:48:23 time: 0.6239 data_time: 0.1058 memory: 16132 grad_norm: 2.1382 loss: 2.3364 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.3364 2023/07/21 09:47:58 - mmengine - INFO - Epoch(train) [20][1360/9365] lr: 3.9045e-02 eta: 7:48:11 time: 0.5885 data_time: 0.0888 memory: 16132 grad_norm: 2.1097 loss: 2.1715 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.1715 2023/07/21 09:48:11 - mmengine - INFO - Epoch(train) [20][1380/9365] lr: 3.9012e-02 eta: 7:47:59 time: 0.6385 data_time: 0.0754 memory: 16132 grad_norm: 2.1344 loss: 2.1833 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.1833 2023/07/21 09:48:23 - mmengine - INFO - Epoch(train) [20][1400/9365] lr: 3.8979e-02 eta: 7:47:46 time: 0.6080 data_time: 0.0806 memory: 16132 grad_norm: 2.1791 loss: 2.1271 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1271 2023/07/21 09:48:35 - mmengine - INFO - Epoch(train) [20][1420/9365] lr: 3.8946e-02 eta: 7:47:34 time: 0.6028 data_time: 0.0839 memory: 16132 grad_norm: 2.1324 loss: 2.0568 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0568 2023/07/21 09:48:48 - mmengine - INFO - Epoch(train) [20][1440/9365] lr: 3.8913e-02 eta: 7:47:21 time: 0.6270 data_time: 0.0898 memory: 16132 grad_norm: 2.1407 loss: 2.2459 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.2459 2023/07/21 09:48:59 - mmengine - INFO - Epoch(train) [20][1460/9365] lr: 3.8880e-02 eta: 7:47:09 time: 0.5886 data_time: 0.0798 memory: 16132 grad_norm: 2.1602 loss: 2.1056 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1056 2023/07/21 09:49:12 - mmengine - INFO - Epoch(train) [20][1480/9365] lr: 3.8846e-02 eta: 7:46:56 time: 0.6195 data_time: 0.0810 memory: 16132 grad_norm: 2.1026 loss: 2.0545 top1_acc: 0.7500 top5_acc: 0.8438 loss_cls: 2.0545 2023/07/21 09:49:24 - mmengine - INFO - Epoch(train) [20][1500/9365] lr: 3.8813e-02 eta: 7:46:44 time: 0.5965 data_time: 0.0785 memory: 16132 grad_norm: 2.1438 loss: 2.1399 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.1399 2023/07/21 09:49:37 - mmengine - INFO - Epoch(train) [20][1520/9365] lr: 3.8780e-02 eta: 7:46:32 time: 0.6407 data_time: 0.0909 memory: 16132 grad_norm: 2.1692 loss: 2.3143 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.3143 2023/07/21 09:49:49 - mmengine - INFO - Epoch(train) [20][1540/9365] lr: 3.8747e-02 eta: 7:46:19 time: 0.6170 data_time: 0.0883 memory: 16132 grad_norm: 2.1267 loss: 2.1700 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.1700 2023/07/21 09:50:01 - mmengine - INFO - Epoch(train) [20][1560/9365] lr: 3.8714e-02 eta: 7:46:07 time: 0.5993 data_time: 0.0815 memory: 16132 grad_norm: 2.1734 loss: 2.0882 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.0882 2023/07/21 09:50:14 - mmengine - INFO - Epoch(train) [20][1580/9365] lr: 3.8681e-02 eta: 7:45:55 time: 0.6215 data_time: 0.0742 memory: 16132 grad_norm: 2.1801 loss: 2.1817 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.1817 2023/07/21 09:50:26 - mmengine - INFO - Epoch(train) [20][1600/9365] lr: 3.8648e-02 eta: 7:45:42 time: 0.6074 data_time: 0.0902 memory: 16132 grad_norm: 2.1017 loss: 2.1567 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.1567 2023/07/21 09:50:38 - mmengine - INFO - Epoch(train) [20][1620/9365] lr: 3.8615e-02 eta: 7:45:30 time: 0.6147 data_time: 0.0792 memory: 16132 grad_norm: 2.1501 loss: 2.3417 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.3417 2023/07/21 09:50:51 - mmengine - INFO - Epoch(train) [20][1640/9365] lr: 3.8582e-02 eta: 7:45:18 time: 0.6437 data_time: 0.0772 memory: 16132 grad_norm: 2.1177 loss: 2.1768 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.1768 2023/07/21 09:51:03 - mmengine - INFO - Epoch(train) [20][1660/9365] lr: 3.8549e-02 eta: 7:45:05 time: 0.5861 data_time: 0.0953 memory: 16132 grad_norm: 2.1156 loss: 2.2602 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.2602 2023/07/21 09:51:15 - mmengine - INFO - Epoch(train) [20][1680/9365] lr: 3.8516e-02 eta: 7:44:53 time: 0.6213 data_time: 0.0832 memory: 16132 grad_norm: 2.1847 loss: 2.1140 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1140 2023/07/21 09:51:28 - mmengine - INFO - Epoch(train) [20][1700/9365] lr: 3.8483e-02 eta: 7:44:40 time: 0.6279 data_time: 0.1069 memory: 16132 grad_norm: 2.1900 loss: 2.2042 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.2042 2023/07/21 09:51:40 - mmengine - INFO - Epoch(train) [20][1720/9365] lr: 3.8450e-02 eta: 7:44:28 time: 0.6071 data_time: 0.0956 memory: 16132 grad_norm: 2.1320 loss: 2.1215 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.1215 2023/07/21 09:51:52 - mmengine - INFO - Epoch(train) [20][1740/9365] lr: 3.8417e-02 eta: 7:44:15 time: 0.5920 data_time: 0.0957 memory: 16132 grad_norm: 2.1325 loss: 2.0663 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.0663 2023/07/21 09:52:05 - mmengine - INFO - Epoch(train) [20][1760/9365] lr: 3.8384e-02 eta: 7:44:03 time: 0.6398 data_time: 0.0833 memory: 16132 grad_norm: 2.1355 loss: 2.1229 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.1229 2023/07/21 09:52:16 - mmengine - INFO - Epoch(train) [20][1780/9365] lr: 3.8351e-02 eta: 7:43:51 time: 0.5846 data_time: 0.0845 memory: 16132 grad_norm: 2.1610 loss: 1.9745 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 1.9745 2023/07/21 09:52:29 - mmengine - INFO - Epoch(train) [20][1800/9365] lr: 3.8318e-02 eta: 7:43:38 time: 0.6078 data_time: 0.0747 memory: 16132 grad_norm: 2.1767 loss: 2.0565 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0565 2023/07/21 09:52:41 - mmengine - INFO - Epoch(train) [20][1820/9365] lr: 3.8285e-02 eta: 7:43:26 time: 0.6009 data_time: 0.0768 memory: 16132 grad_norm: 2.1506 loss: 2.2129 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.2129 2023/07/21 09:52:53 - mmengine - INFO - Epoch(train) [20][1840/9365] lr: 3.8252e-02 eta: 7:43:13 time: 0.6117 data_time: 0.0822 memory: 16132 grad_norm: 2.1309 loss: 2.1966 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 2.1966 2023/07/21 09:53:05 - mmengine - INFO - Epoch(train) [20][1860/9365] lr: 3.8220e-02 eta: 7:43:01 time: 0.5828 data_time: 0.0791 memory: 16132 grad_norm: 2.1593 loss: 2.2217 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2217 2023/07/21 09:53:17 - mmengine - INFO - Epoch(train) [20][1880/9365] lr: 3.8187e-02 eta: 7:42:48 time: 0.6079 data_time: 0.0796 memory: 16132 grad_norm: 2.1629 loss: 2.1108 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 2.1108 2023/07/21 09:53:29 - mmengine - INFO - Epoch(train) [20][1900/9365] lr: 3.8154e-02 eta: 7:42:36 time: 0.5911 data_time: 0.0894 memory: 16132 grad_norm: 2.1753 loss: 2.1157 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1157 2023/07/21 09:53:41 - mmengine - INFO - Epoch(train) [20][1920/9365] lr: 3.8121e-02 eta: 7:42:23 time: 0.6225 data_time: 0.0778 memory: 16132 grad_norm: 2.0848 loss: 2.0522 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.0522 2023/07/21 09:53:53 - mmengine - INFO - Epoch(train) [20][1940/9365] lr: 3.8088e-02 eta: 7:42:11 time: 0.5970 data_time: 0.0840 memory: 16132 grad_norm: 2.1854 loss: 1.9783 top1_acc: 0.4688 top5_acc: 0.5625 loss_cls: 1.9783 2023/07/21 09:54:05 - mmengine - INFO - Epoch(train) [20][1960/9365] lr: 3.8055e-02 eta: 7:41:58 time: 0.6037 data_time: 0.1048 memory: 16132 grad_norm: 2.0769 loss: 2.0946 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.0946 2023/07/21 09:54:18 - mmengine - INFO - Epoch(train) [20][1980/9365] lr: 3.8023e-02 eta: 7:41:46 time: 0.6140 data_time: 0.0868 memory: 16132 grad_norm: 2.1404 loss: 2.2024 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.2024 2023/07/21 09:54:29 - mmengine - INFO - Epoch(train) [20][2000/9365] lr: 3.7990e-02 eta: 7:41:33 time: 0.5903 data_time: 0.0770 memory: 16132 grad_norm: 2.1591 loss: 2.2042 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.2042 2023/07/21 09:54:42 - mmengine - INFO - Epoch(train) [20][2020/9365] lr: 3.7957e-02 eta: 7:41:21 time: 0.6051 data_time: 0.0810 memory: 16132 grad_norm: 2.1311 loss: 2.2163 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.2163 2023/07/21 09:54:54 - mmengine - INFO - Epoch(train) [20][2040/9365] lr: 3.7924e-02 eta: 7:41:08 time: 0.6132 data_time: 0.0793 memory: 16132 grad_norm: 2.0980 loss: 2.1462 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.1462 2023/07/21 09:55:06 - mmengine - INFO - Epoch(train) [20][2060/9365] lr: 3.7892e-02 eta: 7:40:56 time: 0.6053 data_time: 0.0778 memory: 16132 grad_norm: 2.1797 loss: 2.2382 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.2382 2023/07/21 09:55:09 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 09:55:18 - mmengine - INFO - Epoch(train) [20][2080/9365] lr: 3.7859e-02 eta: 7:40:44 time: 0.6189 data_time: 0.0846 memory: 16132 grad_norm: 2.1683 loss: 2.0976 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.0976 2023/07/21 09:55:31 - mmengine - INFO - Epoch(train) [20][2100/9365] lr: 3.7826e-02 eta: 7:40:31 time: 0.6102 data_time: 0.0959 memory: 16132 grad_norm: 2.1570 loss: 2.2018 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.2018 2023/07/21 09:55:43 - mmengine - INFO - Epoch(train) [20][2120/9365] lr: 3.7793e-02 eta: 7:40:19 time: 0.5955 data_time: 0.0971 memory: 16132 grad_norm: 2.1917 loss: 2.2747 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.2747 2023/07/21 09:55:55 - mmengine - INFO - Epoch(train) [20][2140/9365] lr: 3.7761e-02 eta: 7:40:06 time: 0.6135 data_time: 0.1006 memory: 16132 grad_norm: 2.1754 loss: 2.1625 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.1625 2023/07/21 09:56:07 - mmengine - INFO - Epoch(train) [20][2160/9365] lr: 3.7728e-02 eta: 7:39:54 time: 0.6052 data_time: 0.0889 memory: 16132 grad_norm: 2.1157 loss: 2.0657 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.0657 2023/07/21 09:56:19 - mmengine - INFO - Epoch(train) [20][2180/9365] lr: 3.7695e-02 eta: 7:39:41 time: 0.6081 data_time: 0.0832 memory: 16132 grad_norm: 2.1771 loss: 2.2297 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.2297 2023/07/21 09:56:32 - mmengine - INFO - Epoch(train) [20][2200/9365] lr: 3.7663e-02 eta: 7:39:29 time: 0.6286 data_time: 0.0802 memory: 16132 grad_norm: 2.1854 loss: 2.1035 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.1035 2023/07/21 09:56:44 - mmengine - INFO - Epoch(train) [20][2220/9365] lr: 3.7630e-02 eta: 7:39:17 time: 0.6204 data_time: 0.0846 memory: 16132 grad_norm: 2.1836 loss: 2.2001 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.2001 2023/07/21 09:56:56 - mmengine - INFO - Epoch(train) [20][2240/9365] lr: 3.7597e-02 eta: 7:39:04 time: 0.6042 data_time: 0.0849 memory: 16132 grad_norm: 2.1802 loss: 2.0990 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.0990 2023/07/21 09:57:09 - mmengine - INFO - Epoch(train) [20][2260/9365] lr: 3.7565e-02 eta: 7:38:52 time: 0.6234 data_time: 0.0766 memory: 16132 grad_norm: 2.2027 loss: 2.2087 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.2087 2023/07/21 09:57:21 - mmengine - INFO - Epoch(train) [20][2280/9365] lr: 3.7532e-02 eta: 7:38:39 time: 0.5832 data_time: 0.0814 memory: 16132 grad_norm: 2.1652 loss: 2.1747 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.1747 2023/07/21 09:57:33 - mmengine - INFO - Epoch(train) [20][2300/9365] lr: 3.7499e-02 eta: 7:38:27 time: 0.6224 data_time: 0.0796 memory: 16132 grad_norm: 2.1511 loss: 2.0859 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 2.0859 2023/07/21 09:57:46 - mmengine - INFO - Epoch(train) [20][2320/9365] lr: 3.7467e-02 eta: 7:38:15 time: 0.6251 data_time: 0.0836 memory: 16132 grad_norm: 2.1799 loss: 2.3064 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 2.3064 2023/07/21 09:57:58 - mmengine - INFO - Epoch(train) [20][2340/9365] lr: 3.7434e-02 eta: 7:38:03 time: 0.6246 data_time: 0.0947 memory: 16132 grad_norm: 2.1465 loss: 2.1474 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.1474 2023/07/21 09:58:10 - mmengine - INFO - Epoch(train) [20][2360/9365] lr: 3.7402e-02 eta: 7:37:50 time: 0.6011 data_time: 0.0859 memory: 16132 grad_norm: 2.1370 loss: 2.1828 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 2.1828 2023/07/21 09:58:22 - mmengine - INFO - Epoch(train) [20][2380/9365] lr: 3.7369e-02 eta: 7:37:38 time: 0.6086 data_time: 0.0872 memory: 16132 grad_norm: 2.1450 loss: 2.1253 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.1253 2023/07/21 09:58:35 - mmengine - INFO - Epoch(train) [20][2400/9365] lr: 3.7337e-02 eta: 7:37:25 time: 0.6117 data_time: 0.0924 memory: 16132 grad_norm: 2.1870 loss: 2.1413 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.1413 2023/07/21 09:58:47 - mmengine - INFO - Epoch(train) [20][2420/9365] lr: 3.7304e-02 eta: 7:37:13 time: 0.5943 data_time: 0.0773 memory: 16132 grad_norm: 2.1220 loss: 2.1383 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.1383 2023/07/21 09:58:59 - mmengine - INFO - Epoch(train) [20][2440/9365] lr: 3.7272e-02 eta: 7:37:00 time: 0.6365 data_time: 0.0940 memory: 16132 grad_norm: 2.1792 loss: 2.2961 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.2961 2023/07/21 09:59:12 - mmengine - INFO - Epoch(train) [20][2460/9365] lr: 3.7239e-02 eta: 7:36:48 time: 0.6482 data_time: 0.1216 memory: 16132 grad_norm: 2.1696 loss: 2.1287 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.1287 2023/07/21 09:59:25 - mmengine - INFO - Epoch(train) [20][2480/9365] lr: 3.7207e-02 eta: 7:36:36 time: 0.6090 data_time: 0.0913 memory: 16132 grad_norm: 2.1766 loss: 2.2282 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.2282 2023/07/21 09:59:37 - mmengine - INFO - Epoch(train) [20][2500/9365] lr: 3.7174e-02 eta: 7:36:24 time: 0.6101 data_time: 0.0961 memory: 16132 grad_norm: 2.1196 loss: 2.2597 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 2.2597 2023/07/21 09:59:49 - mmengine - INFO - Epoch(train) [20][2520/9365] lr: 3.7142e-02 eta: 7:36:11 time: 0.5990 data_time: 0.0874 memory: 16132 grad_norm: 2.1633 loss: 2.2159 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.2159 2023/07/21 10:00:02 - mmengine - INFO - Epoch(train) [20][2540/9365] lr: 3.7109e-02 eta: 7:35:59 time: 0.6321 data_time: 0.0840 memory: 16132 grad_norm: 2.1564 loss: 2.0494 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.0494 2023/07/21 10:00:14 - mmengine - INFO - Epoch(train) [20][2560/9365] lr: 3.7077e-02 eta: 7:35:46 time: 0.6189 data_time: 0.0962 memory: 16132 grad_norm: 2.2299 loss: 2.1657 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.1657 2023/07/21 10:00:27 - mmengine - INFO - Epoch(train) [20][2580/9365] lr: 3.7044e-02 eta: 7:35:34 time: 0.6483 data_time: 0.1477 memory: 16132 grad_norm: 2.1509 loss: 2.2172 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.2172 2023/07/21 10:00:39 - mmengine - INFO - Epoch(train) [20][2600/9365] lr: 3.7012e-02 eta: 7:35:22 time: 0.5858 data_time: 0.0951 memory: 16132 grad_norm: 2.1747 loss: 2.2916 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2916 2023/07/21 10:00:51 - mmengine - INFO - Epoch(train) [20][2620/9365] lr: 3.6980e-02 eta: 7:35:09 time: 0.5950 data_time: 0.0832 memory: 16132 grad_norm: 2.1239 loss: 2.0115 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.0115 2023/07/21 10:01:03 - mmengine - INFO - Epoch(train) [20][2640/9365] lr: 3.6947e-02 eta: 7:34:57 time: 0.6015 data_time: 0.0790 memory: 16132 grad_norm: 2.1529 loss: 2.0430 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.0430 2023/07/21 10:01:15 - mmengine - INFO - Epoch(train) [20][2660/9365] lr: 3.6915e-02 eta: 7:34:44 time: 0.6158 data_time: 0.0763 memory: 16132 grad_norm: 2.1109 loss: 2.1578 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.1578 2023/07/21 10:01:27 - mmengine - INFO - Epoch(train) [20][2680/9365] lr: 3.6883e-02 eta: 7:34:32 time: 0.6153 data_time: 0.0798 memory: 16132 grad_norm: 2.1712 loss: 2.2886 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.2886 2023/07/21 10:01:40 - mmengine - INFO - Epoch(train) [20][2700/9365] lr: 3.6850e-02 eta: 7:34:20 time: 0.6186 data_time: 0.0871 memory: 16132 grad_norm: 2.1721 loss: 2.2211 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.2211 2023/07/21 10:01:52 - mmengine - INFO - Epoch(train) [20][2720/9365] lr: 3.6818e-02 eta: 7:34:07 time: 0.6031 data_time: 0.1096 memory: 16132 grad_norm: 2.1643 loss: 2.2161 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.2161 2023/07/21 10:02:04 - mmengine - INFO - Epoch(train) [20][2740/9365] lr: 3.6786e-02 eta: 7:33:55 time: 0.5977 data_time: 0.0851 memory: 16132 grad_norm: 2.1627 loss: 2.0876 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.0876 2023/07/21 10:02:16 - mmengine - INFO - Epoch(train) [20][2760/9365] lr: 3.6753e-02 eta: 7:33:42 time: 0.6181 data_time: 0.0829 memory: 16132 grad_norm: 2.1328 loss: 2.2460 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 2.2460 2023/07/21 10:02:30 - mmengine - INFO - Epoch(train) [20][2780/9365] lr: 3.6721e-02 eta: 7:33:30 time: 0.6765 data_time: 0.0884 memory: 16132 grad_norm: 2.1892 loss: 2.2148 top1_acc: 0.5312 top5_acc: 0.5938 loss_cls: 2.2148 2023/07/21 10:02:42 - mmengine - INFO - Epoch(train) [20][2800/9365] lr: 3.6689e-02 eta: 7:33:18 time: 0.5839 data_time: 0.0900 memory: 16132 grad_norm: 2.1762 loss: 2.0918 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0918 2023/07/21 10:02:54 - mmengine - INFO - Epoch(train) [20][2820/9365] lr: 3.6656e-02 eta: 7:33:05 time: 0.6202 data_time: 0.0773 memory: 16132 grad_norm: 2.1577 loss: 2.0775 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.0775 2023/07/21 10:03:07 - mmengine - INFO - Epoch(train) [20][2840/9365] lr: 3.6624e-02 eta: 7:32:53 time: 0.6220 data_time: 0.0980 memory: 16132 grad_norm: 2.1541 loss: 2.1551 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1551 2023/07/21 10:03:19 - mmengine - INFO - Epoch(train) [20][2860/9365] lr: 3.6592e-02 eta: 7:32:41 time: 0.6022 data_time: 0.0902 memory: 16132 grad_norm: 2.1794 loss: 2.2781 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2781 2023/07/21 10:03:31 - mmengine - INFO - Epoch(train) [20][2880/9365] lr: 3.6560e-02 eta: 7:32:28 time: 0.6250 data_time: 0.0863 memory: 16132 grad_norm: 2.1825 loss: 2.2101 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.2101 2023/07/21 10:03:44 - mmengine - INFO - Epoch(train) [20][2900/9365] lr: 3.6527e-02 eta: 7:32:16 time: 0.6175 data_time: 0.0855 memory: 16132 grad_norm: 2.2021 loss: 2.2090 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.2090 2023/07/21 10:03:56 - mmengine - INFO - Epoch(train) [20][2920/9365] lr: 3.6495e-02 eta: 7:32:04 time: 0.6157 data_time: 0.1077 memory: 16132 grad_norm: 2.1803 loss: 2.1129 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1129 2023/07/21 10:04:08 - mmengine - INFO - Epoch(train) [20][2940/9365] lr: 3.6463e-02 eta: 7:31:51 time: 0.6104 data_time: 0.0806 memory: 16132 grad_norm: 2.1293 loss: 2.1607 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 2.1607 2023/07/21 10:04:20 - mmengine - INFO - Epoch(train) [20][2960/9365] lr: 3.6431e-02 eta: 7:31:39 time: 0.6060 data_time: 0.0873 memory: 16132 grad_norm: 2.1497 loss: 2.1315 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1315 2023/07/21 10:04:32 - mmengine - INFO - Epoch(train) [20][2980/9365] lr: 3.6399e-02 eta: 7:31:26 time: 0.6024 data_time: 0.0796 memory: 16132 grad_norm: 2.1874 loss: 2.0541 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0541 2023/07/21 10:04:45 - mmengine - INFO - Epoch(train) [20][3000/9365] lr: 3.6367e-02 eta: 7:31:14 time: 0.6369 data_time: 0.0880 memory: 16132 grad_norm: 2.1658 loss: 2.1496 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.1496 2023/07/21 10:04:58 - mmengine - INFO - Epoch(train) [20][3020/9365] lr: 3.6334e-02 eta: 7:31:02 time: 0.6328 data_time: 0.1063 memory: 16132 grad_norm: 2.1937 loss: 2.1445 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.1445 2023/07/21 10:05:09 - mmengine - INFO - Epoch(train) [20][3040/9365] lr: 3.6302e-02 eta: 7:30:49 time: 0.5802 data_time: 0.0783 memory: 16132 grad_norm: 2.1912 loss: 2.2086 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.2086 2023/07/21 10:05:22 - mmengine - INFO - Epoch(train) [20][3060/9365] lr: 3.6270e-02 eta: 7:30:37 time: 0.6088 data_time: 0.0763 memory: 16132 grad_norm: 2.1853 loss: 2.0732 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.0732 2023/07/21 10:05:25 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 10:05:34 - mmengine - INFO - Epoch(train) [20][3080/9365] lr: 3.6238e-02 eta: 7:30:24 time: 0.6057 data_time: 0.0997 memory: 16132 grad_norm: 2.1604 loss: 2.0279 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.0279 2023/07/21 10:05:46 - mmengine - INFO - Epoch(train) [20][3100/9365] lr: 3.6206e-02 eta: 7:30:12 time: 0.5998 data_time: 0.0870 memory: 16132 grad_norm: 2.1837 loss: 2.1989 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.1989 2023/07/21 10:05:59 - mmengine - INFO - Epoch(train) [20][3120/9365] lr: 3.6174e-02 eta: 7:30:00 time: 0.6431 data_time: 0.0891 memory: 16132 grad_norm: 2.1829 loss: 2.0691 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.0691 2023/07/21 10:06:11 - mmengine - INFO - Epoch(train) [20][3140/9365] lr: 3.6142e-02 eta: 7:29:47 time: 0.6113 data_time: 0.0871 memory: 16132 grad_norm: 2.1912 loss: 2.0959 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.0959 2023/07/21 10:06:24 - mmengine - INFO - Epoch(train) [20][3160/9365] lr: 3.6110e-02 eta: 7:29:35 time: 0.6221 data_time: 0.0872 memory: 16132 grad_norm: 2.1846 loss: 2.0616 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.0616 2023/07/21 10:06:36 - mmengine - INFO - Epoch(train) [20][3180/9365] lr: 3.6078e-02 eta: 7:29:23 time: 0.6148 data_time: 0.0794 memory: 16132 grad_norm: 2.2140 loss: 2.2118 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.2118 2023/07/21 10:06:49 - mmengine - INFO - Epoch(train) [20][3200/9365] lr: 3.6046e-02 eta: 7:29:10 time: 0.6429 data_time: 0.0971 memory: 16132 grad_norm: 2.1288 loss: 2.0457 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.0457 2023/07/21 10:07:01 - mmengine - INFO - Epoch(train) [20][3220/9365] lr: 3.6014e-02 eta: 7:28:58 time: 0.5964 data_time: 0.0892 memory: 16132 grad_norm: 2.1429 loss: 2.1990 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.1990 2023/07/21 10:07:13 - mmengine - INFO - Epoch(train) [20][3240/9365] lr: 3.5982e-02 eta: 7:28:45 time: 0.6154 data_time: 0.1098 memory: 16132 grad_norm: 2.1948 loss: 2.2535 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.2535 2023/07/21 10:07:26 - mmengine - INFO - Epoch(train) [20][3260/9365] lr: 3.5950e-02 eta: 7:28:33 time: 0.6384 data_time: 0.0889 memory: 16132 grad_norm: 2.1801 loss: 2.1169 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 2.1169 2023/07/21 10:07:38 - mmengine - INFO - Epoch(train) [20][3280/9365] lr: 3.5918e-02 eta: 7:28:21 time: 0.5869 data_time: 0.0878 memory: 16132 grad_norm: 2.2263 loss: 2.1297 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.1297 2023/07/21 10:07:50 - mmengine - INFO - Epoch(train) [20][3300/9365] lr: 3.5886e-02 eta: 7:28:08 time: 0.6251 data_time: 0.0787 memory: 16132 grad_norm: 2.2301 loss: 2.2810 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.2810 2023/07/21 10:08:02 - mmengine - INFO - Epoch(train) [20][3320/9365] lr: 3.5854e-02 eta: 7:27:56 time: 0.6112 data_time: 0.0887 memory: 16132 grad_norm: 2.1643 loss: 2.2395 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2395 2023/07/21 10:08:15 - mmengine - INFO - Epoch(train) [20][3340/9365] lr: 3.5822e-02 eta: 7:27:44 time: 0.6124 data_time: 0.0847 memory: 16132 grad_norm: 2.1089 loss: 2.1545 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.1545 2023/07/21 10:08:27 - mmengine - INFO - Epoch(train) [20][3360/9365] lr: 3.5790e-02 eta: 7:27:31 time: 0.6216 data_time: 0.0901 memory: 16132 grad_norm: 2.1535 loss: 2.2582 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.2582 2023/07/21 10:08:40 - mmengine - INFO - Epoch(train) [20][3380/9365] lr: 3.5758e-02 eta: 7:27:19 time: 0.6411 data_time: 0.0892 memory: 16132 grad_norm: 2.1754 loss: 2.1263 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1263 2023/07/21 10:08:52 - mmengine - INFO - Epoch(train) [20][3400/9365] lr: 3.5726e-02 eta: 7:27:07 time: 0.5956 data_time: 0.0868 memory: 16132 grad_norm: 2.1766 loss: 2.1943 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 2.1943 2023/07/21 10:09:05 - mmengine - INFO - Epoch(train) [20][3420/9365] lr: 3.5694e-02 eta: 7:26:54 time: 0.6346 data_time: 0.0803 memory: 16132 grad_norm: 2.1898 loss: 2.2165 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.2165 2023/07/21 10:09:17 - mmengine - INFO - Epoch(train) [20][3440/9365] lr: 3.5662e-02 eta: 7:26:42 time: 0.6348 data_time: 0.0843 memory: 16132 grad_norm: 2.2462 loss: 2.2588 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2588 2023/07/21 10:09:30 - mmengine - INFO - Epoch(train) [20][3460/9365] lr: 3.5631e-02 eta: 7:26:30 time: 0.6221 data_time: 0.0903 memory: 16132 grad_norm: 2.1362 loss: 2.1964 top1_acc: 0.4688 top5_acc: 0.9062 loss_cls: 2.1964 2023/07/21 10:09:42 - mmengine - INFO - Epoch(train) [20][3480/9365] lr: 3.5599e-02 eta: 7:26:17 time: 0.6238 data_time: 0.0862 memory: 16132 grad_norm: 2.1946 loss: 2.2860 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.2860 2023/07/21 10:09:55 - mmengine - INFO - Epoch(train) [20][3500/9365] lr: 3.5567e-02 eta: 7:26:05 time: 0.6189 data_time: 0.1038 memory: 16132 grad_norm: 2.2529 loss: 2.1550 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.1550 2023/07/21 10:10:07 - mmengine - INFO - Epoch(train) [20][3520/9365] lr: 3.5535e-02 eta: 7:25:53 time: 0.6179 data_time: 0.0819 memory: 16132 grad_norm: 2.2088 loss: 2.1495 top1_acc: 0.3750 top5_acc: 0.8438 loss_cls: 2.1495 2023/07/21 10:10:19 - mmengine - INFO - Epoch(train) [20][3540/9365] lr: 3.5503e-02 eta: 7:25:40 time: 0.6004 data_time: 0.1071 memory: 16132 grad_norm: 2.1546 loss: 2.1448 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.1448 2023/07/21 10:10:32 - mmengine - INFO - Epoch(train) [20][3560/9365] lr: 3.5471e-02 eta: 7:25:28 time: 0.6294 data_time: 0.0805 memory: 16132 grad_norm: 2.1799 loss: 2.0245 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.0245 2023/07/21 10:10:45 - mmengine - INFO - Epoch(train) [20][3580/9365] lr: 3.5440e-02 eta: 7:25:16 time: 0.6346 data_time: 0.1077 memory: 16132 grad_norm: 2.2208 loss: 2.0603 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0603 2023/07/21 10:10:57 - mmengine - INFO - Epoch(train) [20][3600/9365] lr: 3.5408e-02 eta: 7:25:04 time: 0.6362 data_time: 0.0895 memory: 16132 grad_norm: 2.1685 loss: 2.2149 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.2149 2023/07/21 10:11:10 - mmengine - INFO - Epoch(train) [20][3620/9365] lr: 3.5376e-02 eta: 7:24:51 time: 0.6222 data_time: 0.0836 memory: 16132 grad_norm: 2.1629 loss: 2.1224 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1224 2023/07/21 10:11:23 - mmengine - INFO - Epoch(train) [20][3640/9365] lr: 3.5344e-02 eta: 7:24:39 time: 0.6316 data_time: 0.0870 memory: 16132 grad_norm: 2.1725 loss: 2.1620 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.1620 2023/07/21 10:11:35 - mmengine - INFO - Epoch(train) [20][3660/9365] lr: 3.5313e-02 eta: 7:24:27 time: 0.6259 data_time: 0.0979 memory: 16132 grad_norm: 2.1926 loss: 2.2178 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.2178 2023/07/21 10:11:47 - mmengine - INFO - Epoch(train) [20][3680/9365] lr: 3.5281e-02 eta: 7:24:14 time: 0.6097 data_time: 0.0812 memory: 16132 grad_norm: 2.2161 loss: 2.1513 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1513 2023/07/21 10:12:01 - mmengine - INFO - Epoch(train) [20][3700/9365] lr: 3.5249e-02 eta: 7:24:02 time: 0.6590 data_time: 0.0999 memory: 16132 grad_norm: 2.2276 loss: 2.1849 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.1849 2023/07/21 10:12:13 - mmengine - INFO - Epoch(train) [20][3720/9365] lr: 3.5218e-02 eta: 7:23:50 time: 0.6016 data_time: 0.0922 memory: 16132 grad_norm: 2.2060 loss: 2.2555 top1_acc: 0.3438 top5_acc: 0.6875 loss_cls: 2.2555 2023/07/21 10:12:25 - mmengine - INFO - Epoch(train) [20][3740/9365] lr: 3.5186e-02 eta: 7:23:37 time: 0.6065 data_time: 0.0860 memory: 16132 grad_norm: 2.2393 loss: 2.1920 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.1920 2023/07/21 10:12:37 - mmengine - INFO - Epoch(train) [20][3760/9365] lr: 3.5154e-02 eta: 7:23:25 time: 0.6112 data_time: 0.0801 memory: 16132 grad_norm: 2.2037 loss: 2.2466 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.2466 2023/07/21 10:12:49 - mmengine - INFO - Epoch(train) [20][3780/9365] lr: 3.5123e-02 eta: 7:23:12 time: 0.6129 data_time: 0.0813 memory: 16132 grad_norm: 2.2031 loss: 2.1416 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.1416 2023/07/21 10:13:02 - mmengine - INFO - Epoch(train) [20][3800/9365] lr: 3.5091e-02 eta: 7:23:00 time: 0.6090 data_time: 0.1211 memory: 16132 grad_norm: 2.2090 loss: 2.1333 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.1333 2023/07/21 10:13:14 - mmengine - INFO - Epoch(train) [20][3820/9365] lr: 3.5059e-02 eta: 7:22:48 time: 0.6205 data_time: 0.0849 memory: 16132 grad_norm: 2.2775 loss: 2.1416 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.1416 2023/07/21 10:13:26 - mmengine - INFO - Epoch(train) [20][3840/9365] lr: 3.5028e-02 eta: 7:22:35 time: 0.6021 data_time: 0.0739 memory: 16132 grad_norm: 2.2264 loss: 2.2248 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 2.2248 2023/07/21 10:13:38 - mmengine - INFO - Epoch(train) [20][3860/9365] lr: 3.4996e-02 eta: 7:22:23 time: 0.6113 data_time: 0.0827 memory: 16132 grad_norm: 2.2042 loss: 2.3040 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3040 2023/07/21 10:13:51 - mmengine - INFO - Epoch(train) [20][3880/9365] lr: 3.4964e-02 eta: 7:22:10 time: 0.6144 data_time: 0.0753 memory: 16132 grad_norm: 2.2232 loss: 2.2598 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.2598 2023/07/21 10:14:03 - mmengine - INFO - Epoch(train) [20][3900/9365] lr: 3.4933e-02 eta: 7:21:58 time: 0.6048 data_time: 0.0808 memory: 16132 grad_norm: 2.2063 loss: 2.1384 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.1384 2023/07/21 10:14:15 - mmengine - INFO - Epoch(train) [20][3920/9365] lr: 3.4901e-02 eta: 7:21:46 time: 0.6003 data_time: 0.1018 memory: 16132 grad_norm: 2.1687 loss: 2.1682 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.1682 2023/07/21 10:14:27 - mmengine - INFO - Epoch(train) [20][3940/9365] lr: 3.4870e-02 eta: 7:21:33 time: 0.6274 data_time: 0.0855 memory: 16132 grad_norm: 2.1910 loss: 2.1625 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.1625 2023/07/21 10:14:40 - mmengine - INFO - Epoch(train) [20][3960/9365] lr: 3.4838e-02 eta: 7:21:21 time: 0.6134 data_time: 0.0849 memory: 16132 grad_norm: 2.1884 loss: 2.1422 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1422 2023/07/21 10:14:52 - mmengine - INFO - Epoch(train) [20][3980/9365] lr: 3.4807e-02 eta: 7:21:08 time: 0.6135 data_time: 0.0783 memory: 16132 grad_norm: 2.2054 loss: 2.0330 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 2.0330 2023/07/21 10:15:05 - mmengine - INFO - Epoch(train) [20][4000/9365] lr: 3.4775e-02 eta: 7:20:56 time: 0.6223 data_time: 0.0807 memory: 16132 grad_norm: 2.2012 loss: 2.1717 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.1717 2023/07/21 10:15:17 - mmengine - INFO - Epoch(train) [20][4020/9365] lr: 3.4744e-02 eta: 7:20:44 time: 0.6020 data_time: 0.0825 memory: 16132 grad_norm: 2.2202 loss: 2.2819 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.2819 2023/07/21 10:15:29 - mmengine - INFO - Epoch(train) [20][4040/9365] lr: 3.4712e-02 eta: 7:20:31 time: 0.6180 data_time: 0.0797 memory: 16132 grad_norm: 2.1746 loss: 2.0127 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 2.0127 2023/07/21 10:15:41 - mmengine - INFO - Epoch(train) [20][4060/9365] lr: 3.4681e-02 eta: 7:20:19 time: 0.5957 data_time: 0.0851 memory: 16132 grad_norm: 2.2220 loss: 2.1777 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.1777 2023/07/21 10:15:44 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 10:15:53 - mmengine - INFO - Epoch(train) [20][4080/9365] lr: 3.4649e-02 eta: 7:20:06 time: 0.5988 data_time: 0.0842 memory: 16132 grad_norm: 2.1944 loss: 2.0711 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.0711 2023/07/21 10:16:06 - mmengine - INFO - Epoch(train) [20][4100/9365] lr: 3.4618e-02 eta: 7:19:54 time: 0.6222 data_time: 0.0747 memory: 16132 grad_norm: 2.1978 loss: 2.2739 top1_acc: 0.4062 top5_acc: 0.8750 loss_cls: 2.2739 2023/07/21 10:16:17 - mmengine - INFO - Epoch(train) [20][4120/9365] lr: 3.4586e-02 eta: 7:19:41 time: 0.5860 data_time: 0.0890 memory: 16132 grad_norm: 2.2385 loss: 2.2554 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.2554 2023/07/21 10:16:30 - mmengine - INFO - Epoch(train) [20][4140/9365] lr: 3.4555e-02 eta: 7:19:29 time: 0.6258 data_time: 0.0912 memory: 16132 grad_norm: 2.1901 loss: 2.1651 top1_acc: 0.7188 top5_acc: 0.8125 loss_cls: 2.1651 2023/07/21 10:16:43 - mmengine - INFO - Epoch(train) [20][4160/9365] lr: 3.4524e-02 eta: 7:19:17 time: 0.6332 data_time: 0.0900 memory: 16132 grad_norm: 2.2328 loss: 2.2217 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 2.2217 2023/07/21 10:16:54 - mmengine - INFO - Epoch(train) [20][4180/9365] lr: 3.4492e-02 eta: 7:19:04 time: 0.5801 data_time: 0.0795 memory: 16132 grad_norm: 2.1875 loss: 2.2153 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.2153 2023/07/21 10:17:07 - mmengine - INFO - Epoch(train) [20][4200/9365] lr: 3.4461e-02 eta: 7:18:52 time: 0.6339 data_time: 0.0752 memory: 16132 grad_norm: 2.2189 loss: 2.1743 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.1743 2023/07/21 10:17:20 - mmengine - INFO - Epoch(train) [20][4220/9365] lr: 3.4429e-02 eta: 7:18:40 time: 0.6420 data_time: 0.0870 memory: 16132 grad_norm: 2.2204 loss: 2.0493 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.0493 2023/07/21 10:17:32 - mmengine - INFO - Epoch(train) [20][4240/9365] lr: 3.4398e-02 eta: 7:18:27 time: 0.6061 data_time: 0.0829 memory: 16132 grad_norm: 2.2402 loss: 2.0809 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0809 2023/07/21 10:17:44 - mmengine - INFO - Epoch(train) [20][4260/9365] lr: 3.4367e-02 eta: 7:18:15 time: 0.6227 data_time: 0.0820 memory: 16132 grad_norm: 2.2346 loss: 2.1818 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1818 2023/07/21 10:17:57 - mmengine - INFO - Epoch(train) [20][4280/9365] lr: 3.4335e-02 eta: 7:18:03 time: 0.6162 data_time: 0.0886 memory: 16132 grad_norm: 2.2538 loss: 2.1868 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.1868 2023/07/21 10:18:09 - mmengine - INFO - Epoch(train) [20][4300/9365] lr: 3.4304e-02 eta: 7:17:50 time: 0.6130 data_time: 0.0851 memory: 16132 grad_norm: 2.2510 loss: 2.0723 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.0723 2023/07/21 10:18:21 - mmengine - INFO - Epoch(train) [20][4320/9365] lr: 3.4273e-02 eta: 7:17:38 time: 0.6067 data_time: 0.0875 memory: 16132 grad_norm: 2.2241 loss: 2.2021 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 2.2021 2023/07/21 10:18:33 - mmengine - INFO - Epoch(train) [20][4340/9365] lr: 3.4241e-02 eta: 7:17:25 time: 0.5885 data_time: 0.0870 memory: 16132 grad_norm: 2.2490 loss: 2.2444 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.2444 2023/07/21 10:18:45 - mmengine - INFO - Epoch(train) [20][4360/9365] lr: 3.4210e-02 eta: 7:17:13 time: 0.5982 data_time: 0.0799 memory: 16132 grad_norm: 2.1924 loss: 2.1179 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.1179 2023/07/21 10:18:57 - mmengine - INFO - Epoch(train) [20][4380/9365] lr: 3.4179e-02 eta: 7:17:00 time: 0.6015 data_time: 0.1016 memory: 16132 grad_norm: 2.2172 loss: 2.1780 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.1780 2023/07/21 10:19:10 - mmengine - INFO - Epoch(train) [20][4400/9365] lr: 3.4148e-02 eta: 7:16:48 time: 0.6193 data_time: 0.0834 memory: 16132 grad_norm: 2.2718 loss: 2.2469 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.2469 2023/07/21 10:19:21 - mmengine - INFO - Epoch(train) [20][4420/9365] lr: 3.4116e-02 eta: 7:16:35 time: 0.5945 data_time: 0.0870 memory: 16132 grad_norm: 2.2265 loss: 2.1926 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.1926 2023/07/21 10:19:34 - mmengine - INFO - Epoch(train) [20][4440/9365] lr: 3.4085e-02 eta: 7:16:23 time: 0.6340 data_time: 0.0923 memory: 16132 grad_norm: 2.2473 loss: 2.1719 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 2.1719 2023/07/21 10:19:47 - mmengine - INFO - Epoch(train) [20][4460/9365] lr: 3.4054e-02 eta: 7:16:11 time: 0.6350 data_time: 0.0962 memory: 16132 grad_norm: 2.2241 loss: 2.0018 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0018 2023/07/21 10:19:59 - mmengine - INFO - Epoch(train) [20][4480/9365] lr: 3.4023e-02 eta: 7:15:58 time: 0.5929 data_time: 0.0811 memory: 16132 grad_norm: 2.2072 loss: 2.0266 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.0266 2023/07/21 10:20:11 - mmengine - INFO - Epoch(train) [20][4500/9365] lr: 3.3992e-02 eta: 7:15:46 time: 0.6223 data_time: 0.0745 memory: 16132 grad_norm: 2.2498 loss: 2.1281 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1281 2023/07/21 10:20:23 - mmengine - INFO - Epoch(train) [20][4520/9365] lr: 3.3960e-02 eta: 7:15:34 time: 0.5968 data_time: 0.0770 memory: 16132 grad_norm: 2.2374 loss: 2.1822 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.1822 2023/07/21 10:20:35 - mmengine - INFO - Epoch(train) [20][4540/9365] lr: 3.3929e-02 eta: 7:15:21 time: 0.5957 data_time: 0.0774 memory: 16132 grad_norm: 2.2110 loss: 2.0623 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.0623 2023/07/21 10:20:47 - mmengine - INFO - Epoch(train) [20][4560/9365] lr: 3.3898e-02 eta: 7:15:09 time: 0.5997 data_time: 0.0791 memory: 16132 grad_norm: 2.2477 loss: 2.0594 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.0594 2023/07/21 10:21:00 - mmengine - INFO - Epoch(train) [20][4580/9365] lr: 3.3867e-02 eta: 7:14:56 time: 0.6249 data_time: 0.0884 memory: 16132 grad_norm: 2.2338 loss: 2.0342 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.0342 2023/07/21 10:21:12 - mmengine - INFO - Epoch(train) [20][4600/9365] lr: 3.3836e-02 eta: 7:14:44 time: 0.6026 data_time: 0.0756 memory: 16132 grad_norm: 2.2491 loss: 2.1514 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.1514 2023/07/21 10:21:24 - mmengine - INFO - Epoch(train) [20][4620/9365] lr: 3.3805e-02 eta: 7:14:31 time: 0.5879 data_time: 0.0745 memory: 16132 grad_norm: 2.1588 loss: 2.1284 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.1284 2023/07/21 10:21:36 - mmengine - INFO - Epoch(train) [20][4640/9365] lr: 3.3774e-02 eta: 7:14:19 time: 0.6182 data_time: 0.0771 memory: 16132 grad_norm: 2.2199 loss: 1.9740 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9740 2023/07/21 10:21:48 - mmengine - INFO - Epoch(train) [20][4660/9365] lr: 3.3743e-02 eta: 7:14:07 time: 0.6124 data_time: 0.0970 memory: 16132 grad_norm: 2.2121 loss: 2.0945 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0945 2023/07/21 10:22:01 - mmengine - INFO - Epoch(train) [20][4680/9365] lr: 3.3712e-02 eta: 7:13:54 time: 0.6163 data_time: 0.0819 memory: 16132 grad_norm: 2.2296 loss: 2.1002 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.1002 2023/07/21 10:22:13 - mmengine - INFO - Epoch(train) [20][4700/9365] lr: 3.3680e-02 eta: 7:13:42 time: 0.6091 data_time: 0.0928 memory: 16132 grad_norm: 2.2548 loss: 2.1435 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.1435 2023/07/21 10:22:25 - mmengine - INFO - Epoch(train) [20][4720/9365] lr: 3.3649e-02 eta: 7:13:29 time: 0.6105 data_time: 0.0808 memory: 16132 grad_norm: 2.2851 loss: 2.3360 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3360 2023/07/21 10:22:38 - mmengine - INFO - Epoch(train) [20][4740/9365] lr: 3.3618e-02 eta: 7:13:17 time: 0.6216 data_time: 0.1060 memory: 16132 grad_norm: 2.2828 loss: 2.1148 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.1148 2023/07/21 10:22:50 - mmengine - INFO - Epoch(train) [20][4760/9365] lr: 3.3587e-02 eta: 7:13:05 time: 0.6202 data_time: 0.0865 memory: 16132 grad_norm: 2.2396 loss: 2.1940 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.1940 2023/07/21 10:23:02 - mmengine - INFO - Epoch(train) [20][4780/9365] lr: 3.3556e-02 eta: 7:12:52 time: 0.5892 data_time: 0.0871 memory: 16132 grad_norm: 2.1970 loss: 2.1957 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 2.1957 2023/07/21 10:23:15 - mmengine - INFO - Epoch(train) [20][4800/9365] lr: 3.3525e-02 eta: 7:12:40 time: 0.6316 data_time: 0.0776 memory: 16132 grad_norm: 2.2133 loss: 2.0636 top1_acc: 0.4062 top5_acc: 0.8125 loss_cls: 2.0636 2023/07/21 10:23:27 - mmengine - INFO - Epoch(train) [20][4820/9365] lr: 3.3494e-02 eta: 7:12:27 time: 0.5940 data_time: 0.0988 memory: 16132 grad_norm: 2.2616 loss: 2.1300 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.1300 2023/07/21 10:23:39 - mmengine - INFO - Epoch(train) [20][4840/9365] lr: 3.3463e-02 eta: 7:12:15 time: 0.6132 data_time: 0.0775 memory: 16132 grad_norm: 2.1837 loss: 2.0873 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.0873 2023/07/21 10:23:51 - mmengine - INFO - Epoch(train) [20][4860/9365] lr: 3.3432e-02 eta: 7:12:02 time: 0.5921 data_time: 0.0818 memory: 16132 grad_norm: 2.2280 loss: 2.0518 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.0518 2023/07/21 10:24:03 - mmengine - INFO - Epoch(train) [20][4880/9365] lr: 3.3402e-02 eta: 7:11:50 time: 0.5929 data_time: 0.0815 memory: 16132 grad_norm: 2.2137 loss: 2.1123 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.1123 2023/07/21 10:24:15 - mmengine - INFO - Epoch(train) [20][4900/9365] lr: 3.3371e-02 eta: 7:11:38 time: 0.6233 data_time: 0.1397 memory: 16132 grad_norm: 2.2466 loss: 2.0967 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.0967 2023/07/21 10:24:27 - mmengine - INFO - Epoch(train) [20][4920/9365] lr: 3.3340e-02 eta: 7:11:25 time: 0.6130 data_time: 0.0757 memory: 16132 grad_norm: 2.2565 loss: 2.2035 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.2035 2023/07/21 10:24:40 - mmengine - INFO - Epoch(train) [20][4940/9365] lr: 3.3309e-02 eta: 7:11:13 time: 0.6070 data_time: 0.0790 memory: 16132 grad_norm: 2.2479 loss: 2.0084 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0084 2023/07/21 10:24:52 - mmengine - INFO - Epoch(train) [20][4960/9365] lr: 3.3278e-02 eta: 7:11:00 time: 0.6176 data_time: 0.0847 memory: 16132 grad_norm: 2.2340 loss: 2.3243 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.3243 2023/07/21 10:25:04 - mmengine - INFO - Epoch(train) [20][4980/9365] lr: 3.3247e-02 eta: 7:10:48 time: 0.6221 data_time: 0.1021 memory: 16132 grad_norm: 2.1875 loss: 2.0838 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0838 2023/07/21 10:25:16 - mmengine - INFO - Epoch(train) [20][5000/9365] lr: 3.3216e-02 eta: 7:10:36 time: 0.5894 data_time: 0.0754 memory: 16132 grad_norm: 2.2176 loss: 2.0548 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0548 2023/07/21 10:25:29 - mmengine - INFO - Epoch(train) [20][5020/9365] lr: 3.3185e-02 eta: 7:10:23 time: 0.6536 data_time: 0.0733 memory: 16132 grad_norm: 2.2512 loss: 2.2083 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.2083 2023/07/21 10:25:42 - mmengine - INFO - Epoch(train) [20][5040/9365] lr: 3.3154e-02 eta: 7:10:11 time: 0.6068 data_time: 0.0953 memory: 16132 grad_norm: 2.2365 loss: 2.1505 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.1505 2023/07/21 10:25:54 - mmengine - INFO - Epoch(train) [20][5060/9365] lr: 3.3124e-02 eta: 7:09:59 time: 0.6164 data_time: 0.0805 memory: 16132 grad_norm: 2.2176 loss: 2.0607 top1_acc: 0.2500 top5_acc: 0.5312 loss_cls: 2.0607 2023/07/21 10:25:57 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 10:26:06 - mmengine - INFO - Epoch(train) [20][5080/9365] lr: 3.3093e-02 eta: 7:09:46 time: 0.6050 data_time: 0.1010 memory: 16132 grad_norm: 2.2357 loss: 2.0274 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.0274 2023/07/21 10:26:18 - mmengine - INFO - Epoch(train) [20][5100/9365] lr: 3.3062e-02 eta: 7:09:34 time: 0.6077 data_time: 0.0822 memory: 16132 grad_norm: 2.2699 loss: 2.1294 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.1294 2023/07/21 10:26:31 - mmengine - INFO - Epoch(train) [20][5120/9365] lr: 3.3031e-02 eta: 7:09:21 time: 0.6198 data_time: 0.0747 memory: 16132 grad_norm: 2.2802 loss: 2.1690 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.1690 2023/07/21 10:26:43 - mmengine - INFO - Epoch(train) [20][5140/9365] lr: 3.3000e-02 eta: 7:09:09 time: 0.6197 data_time: 0.0821 memory: 16132 grad_norm: 2.2765 loss: 2.2060 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2060 2023/07/21 10:26:55 - mmengine - INFO - Epoch(train) [20][5160/9365] lr: 3.2970e-02 eta: 7:08:57 time: 0.5943 data_time: 0.0868 memory: 16132 grad_norm: 2.1954 loss: 2.1780 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.1780 2023/07/21 10:27:08 - mmengine - INFO - Epoch(train) [20][5180/9365] lr: 3.2939e-02 eta: 7:08:44 time: 0.6227 data_time: 0.0853 memory: 16132 grad_norm: 2.2888 loss: 2.0878 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.0878 2023/07/21 10:27:20 - mmengine - INFO - Epoch(train) [20][5200/9365] lr: 3.2908e-02 eta: 7:08:32 time: 0.6161 data_time: 0.0770 memory: 16132 grad_norm: 2.2371 loss: 2.0464 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.0464 2023/07/21 10:27:33 - mmengine - INFO - Epoch(train) [20][5220/9365] lr: 3.2878e-02 eta: 7:08:20 time: 0.6329 data_time: 0.1019 memory: 16132 grad_norm: 2.2254 loss: 2.0958 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0958 2023/07/21 10:27:44 - mmengine - INFO - Epoch(train) [20][5240/9365] lr: 3.2847e-02 eta: 7:08:07 time: 0.5896 data_time: 0.0842 memory: 16132 grad_norm: 2.2488 loss: 2.0300 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0300 2023/07/21 10:27:56 - mmengine - INFO - Epoch(train) [20][5260/9365] lr: 3.2816e-02 eta: 7:07:55 time: 0.5993 data_time: 0.0771 memory: 16132 grad_norm: 2.2545 loss: 2.0394 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.0394 2023/07/21 10:28:09 - mmengine - INFO - Epoch(train) [20][5280/9365] lr: 3.2785e-02 eta: 7:07:42 time: 0.6113 data_time: 0.0821 memory: 16132 grad_norm: 2.2163 loss: 2.1020 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 2.1020 2023/07/21 10:28:21 - mmengine - INFO - Epoch(train) [20][5300/9365] lr: 3.2755e-02 eta: 7:07:30 time: 0.6145 data_time: 0.0807 memory: 16132 grad_norm: 2.2761 loss: 2.2233 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.2233 2023/07/21 10:28:33 - mmengine - INFO - Epoch(train) [20][5320/9365] lr: 3.2724e-02 eta: 7:07:17 time: 0.6054 data_time: 0.1218 memory: 16132 grad_norm: 2.2525 loss: 2.0810 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 2.0810 2023/07/21 10:28:45 - mmengine - INFO - Epoch(train) [20][5340/9365] lr: 3.2693e-02 eta: 7:07:05 time: 0.6097 data_time: 0.0854 memory: 16132 grad_norm: 2.2393 loss: 2.0854 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0854 2023/07/21 10:28:58 - mmengine - INFO - Epoch(train) [20][5360/9365] lr: 3.2663e-02 eta: 7:06:53 time: 0.6258 data_time: 0.0820 memory: 16132 grad_norm: 2.2825 loss: 2.1437 top1_acc: 0.5938 top5_acc: 0.6875 loss_cls: 2.1437 2023/07/21 10:29:10 - mmengine - INFO - Epoch(train) [20][5380/9365] lr: 3.2632e-02 eta: 7:06:40 time: 0.5934 data_time: 0.0771 memory: 16132 grad_norm: 2.3273 loss: 2.2644 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2644 2023/07/21 10:29:22 - mmengine - INFO - Epoch(train) [20][5400/9365] lr: 3.2602e-02 eta: 7:06:28 time: 0.6069 data_time: 0.0820 memory: 16132 grad_norm: 2.2530 loss: 2.1571 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.1571 2023/07/21 10:29:34 - mmengine - INFO - Epoch(train) [20][5420/9365] lr: 3.2571e-02 eta: 7:06:15 time: 0.5726 data_time: 0.0815 memory: 16132 grad_norm: 2.2993 loss: 2.2035 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2035 2023/07/21 10:29:46 - mmengine - INFO - Epoch(train) [20][5440/9365] lr: 3.2540e-02 eta: 7:06:03 time: 0.6164 data_time: 0.0779 memory: 16132 grad_norm: 2.2394 loss: 2.0706 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.0706 2023/07/21 10:29:58 - mmengine - INFO - Epoch(train) [20][5460/9365] lr: 3.2510e-02 eta: 7:05:50 time: 0.6271 data_time: 0.0851 memory: 16132 grad_norm: 2.2312 loss: 2.1533 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1533 2023/07/21 10:30:10 - mmengine - INFO - Epoch(train) [20][5480/9365] lr: 3.2479e-02 eta: 7:05:38 time: 0.5834 data_time: 0.0895 memory: 16132 grad_norm: 2.2527 loss: 2.1419 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1419 2023/07/21 10:30:22 - mmengine - INFO - Epoch(train) [20][5500/9365] lr: 3.2449e-02 eta: 7:05:25 time: 0.6119 data_time: 0.0799 memory: 16132 grad_norm: 2.3025 loss: 2.0188 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.0188 2023/07/21 10:30:35 - mmengine - INFO - Epoch(train) [20][5520/9365] lr: 3.2418e-02 eta: 7:05:13 time: 0.6071 data_time: 0.0844 memory: 16132 grad_norm: 2.2564 loss: 2.0817 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 2.0817 2023/07/21 10:30:47 - mmengine - INFO - Epoch(train) [20][5540/9365] lr: 3.2388e-02 eta: 7:05:00 time: 0.5973 data_time: 0.0785 memory: 16132 grad_norm: 2.2327 loss: 2.2097 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.2097 2023/07/21 10:30:58 - mmengine - INFO - Epoch(train) [20][5560/9365] lr: 3.2357e-02 eta: 7:04:48 time: 0.5859 data_time: 0.0819 memory: 16132 grad_norm: 2.2910 loss: 2.0756 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.0756 2023/07/21 10:31:11 - mmengine - INFO - Epoch(train) [20][5580/9365] lr: 3.2327e-02 eta: 7:04:36 time: 0.6348 data_time: 0.1108 memory: 16132 grad_norm: 2.3213 loss: 2.1108 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.1108 2023/07/21 10:31:24 - mmengine - INFO - Epoch(train) [20][5600/9365] lr: 3.2296e-02 eta: 7:04:23 time: 0.6184 data_time: 0.0981 memory: 16132 grad_norm: 2.3004 loss: 2.1277 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.1277 2023/07/21 10:31:35 - mmengine - INFO - Epoch(train) [20][5620/9365] lr: 3.2266e-02 eta: 7:04:11 time: 0.5946 data_time: 0.0824 memory: 16132 grad_norm: 2.2415 loss: 2.1687 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.1687 2023/07/21 10:31:48 - mmengine - INFO - Epoch(train) [20][5640/9365] lr: 3.2235e-02 eta: 7:03:58 time: 0.6246 data_time: 0.0816 memory: 16132 grad_norm: 2.2877 loss: 2.1125 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.1125 2023/07/21 10:32:00 - mmengine - INFO - Epoch(train) [20][5660/9365] lr: 3.2205e-02 eta: 7:03:46 time: 0.6180 data_time: 0.0922 memory: 16132 grad_norm: 2.2869 loss: 2.0911 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.0911 2023/07/21 10:32:13 - mmengine - INFO - Epoch(train) [20][5680/9365] lr: 3.2175e-02 eta: 7:03:34 time: 0.6163 data_time: 0.0966 memory: 16132 grad_norm: 2.2263 loss: 1.9234 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9234 2023/07/21 10:32:25 - mmengine - INFO - Epoch(train) [20][5700/9365] lr: 3.2144e-02 eta: 7:03:21 time: 0.5957 data_time: 0.0822 memory: 16132 grad_norm: 2.3140 loss: 2.1666 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.1666 2023/07/21 10:32:37 - mmengine - INFO - Epoch(train) [20][5720/9365] lr: 3.2114e-02 eta: 7:03:09 time: 0.6242 data_time: 0.0823 memory: 16132 grad_norm: 2.2500 loss: 2.0608 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.0608 2023/07/21 10:32:49 - mmengine - INFO - Epoch(train) [20][5740/9365] lr: 3.2083e-02 eta: 7:02:56 time: 0.5880 data_time: 0.0853 memory: 16132 grad_norm: 2.3083 loss: 2.2486 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2486 2023/07/21 10:33:01 - mmengine - INFO - Epoch(train) [20][5760/9365] lr: 3.2053e-02 eta: 7:02:44 time: 0.6031 data_time: 0.0842 memory: 16132 grad_norm: 2.2680 loss: 2.0054 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.0054 2023/07/21 10:33:14 - mmengine - INFO - Epoch(train) [20][5780/9365] lr: 3.2023e-02 eta: 7:02:32 time: 0.6307 data_time: 0.0794 memory: 16132 grad_norm: 2.2667 loss: 2.0396 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.0396 2023/07/21 10:33:26 - mmengine - INFO - Epoch(train) [20][5800/9365] lr: 3.1992e-02 eta: 7:02:19 time: 0.6182 data_time: 0.0809 memory: 16132 grad_norm: 2.2789 loss: 2.0700 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.0700 2023/07/21 10:33:38 - mmengine - INFO - Epoch(train) [20][5820/9365] lr: 3.1962e-02 eta: 7:02:07 time: 0.6079 data_time: 0.0834 memory: 16132 grad_norm: 2.3165 loss: 2.0477 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0477 2023/07/21 10:33:51 - mmengine - INFO - Epoch(train) [20][5840/9365] lr: 3.1932e-02 eta: 7:01:55 time: 0.6167 data_time: 0.0937 memory: 16132 grad_norm: 2.2546 loss: 2.0387 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.0387 2023/07/21 10:34:03 - mmengine - INFO - Epoch(train) [20][5860/9365] lr: 3.1901e-02 eta: 7:01:42 time: 0.6039 data_time: 0.0863 memory: 16132 grad_norm: 2.2753 loss: 2.1310 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.1310 2023/07/21 10:34:15 - mmengine - INFO - Epoch(train) [20][5880/9365] lr: 3.1871e-02 eta: 7:01:30 time: 0.6075 data_time: 0.0938 memory: 16132 grad_norm: 2.2477 loss: 2.2497 top1_acc: 0.2500 top5_acc: 0.4688 loss_cls: 2.2497 2023/07/21 10:34:27 - mmengine - INFO - Epoch(train) [20][5900/9365] lr: 3.1841e-02 eta: 7:01:17 time: 0.6179 data_time: 0.0907 memory: 16132 grad_norm: 2.2922 loss: 2.0618 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0618 2023/07/21 10:34:39 - mmengine - INFO - Epoch(train) [20][5920/9365] lr: 3.1811e-02 eta: 7:01:05 time: 0.5968 data_time: 0.1135 memory: 16132 grad_norm: 2.2679 loss: 2.2187 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 2.2187 2023/07/21 10:34:53 - mmengine - INFO - Epoch(train) [20][5940/9365] lr: 3.1780e-02 eta: 7:00:53 time: 0.6613 data_time: 0.0849 memory: 16132 grad_norm: 2.2420 loss: 2.2339 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.2339 2023/07/21 10:35:05 - mmengine - INFO - Epoch(train) [20][5960/9365] lr: 3.1750e-02 eta: 7:00:40 time: 0.5927 data_time: 0.0893 memory: 16132 grad_norm: 2.2385 loss: 2.0762 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.0762 2023/07/21 10:35:17 - mmengine - INFO - Epoch(train) [20][5980/9365] lr: 3.1720e-02 eta: 7:00:28 time: 0.6132 data_time: 0.0828 memory: 16132 grad_norm: 2.2534 loss: 2.1160 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.1160 2023/07/21 10:35:29 - mmengine - INFO - Epoch(train) [20][6000/9365] lr: 3.1690e-02 eta: 7:00:15 time: 0.6085 data_time: 0.0884 memory: 16132 grad_norm: 2.3286 loss: 2.1159 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.1159 2023/07/21 10:35:42 - mmengine - INFO - Epoch(train) [20][6020/9365] lr: 3.1659e-02 eta: 7:00:03 time: 0.6328 data_time: 0.1167 memory: 16132 grad_norm: 2.2937 loss: 2.2138 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2138 2023/07/21 10:35:54 - mmengine - INFO - Epoch(train) [20][6040/9365] lr: 3.1629e-02 eta: 6:59:51 time: 0.5865 data_time: 0.0851 memory: 16132 grad_norm: 2.2728 loss: 2.2066 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.2066 2023/07/21 10:36:06 - mmengine - INFO - Epoch(train) [20][6060/9365] lr: 3.1599e-02 eta: 6:59:38 time: 0.6175 data_time: 0.0952 memory: 16132 grad_norm: 2.2745 loss: 2.2236 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2236 2023/07/21 10:36:09 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 10:36:18 - mmengine - INFO - Epoch(train) [20][6080/9365] lr: 3.1569e-02 eta: 6:59:26 time: 0.6155 data_time: 0.0979 memory: 16132 grad_norm: 2.2540 loss: 2.1038 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.1038 2023/07/21 10:36:30 - mmengine - INFO - Epoch(train) [20][6100/9365] lr: 3.1539e-02 eta: 6:59:13 time: 0.6048 data_time: 0.0854 memory: 16132 grad_norm: 2.2839 loss: 2.1450 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.1450 2023/07/21 10:36:42 - mmengine - INFO - Epoch(train) [20][6120/9365] lr: 3.1509e-02 eta: 6:59:01 time: 0.5993 data_time: 0.0783 memory: 16132 grad_norm: 2.2428 loss: 2.2612 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 2.2612 2023/07/21 10:36:54 - mmengine - INFO - Epoch(train) [20][6140/9365] lr: 3.1479e-02 eta: 6:58:48 time: 0.5823 data_time: 0.1072 memory: 16132 grad_norm: 2.3266 loss: 1.9988 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 1.9988 2023/07/21 10:37:07 - mmengine - INFO - Epoch(train) [20][6160/9365] lr: 3.1448e-02 eta: 6:58:36 time: 0.6255 data_time: 0.0828 memory: 16132 grad_norm: 2.2812 loss: 2.2851 top1_acc: 0.5625 top5_acc: 0.5938 loss_cls: 2.2851 2023/07/21 10:37:19 - mmengine - INFO - Epoch(train) [20][6180/9365] lr: 3.1418e-02 eta: 6:58:24 time: 0.6002 data_time: 0.1178 memory: 16132 grad_norm: 2.2914 loss: 2.0972 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.0972 2023/07/21 10:37:31 - mmengine - INFO - Epoch(train) [20][6200/9365] lr: 3.1388e-02 eta: 6:58:11 time: 0.6065 data_time: 0.0877 memory: 16132 grad_norm: 2.2309 loss: 2.1270 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.1270 2023/07/21 10:37:43 - mmengine - INFO - Epoch(train) [20][6220/9365] lr: 3.1358e-02 eta: 6:57:59 time: 0.6022 data_time: 0.0857 memory: 16132 grad_norm: 2.2956 loss: 2.1132 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1132 2023/07/21 10:37:55 - mmengine - INFO - Epoch(train) [20][6240/9365] lr: 3.1328e-02 eta: 6:57:46 time: 0.6051 data_time: 0.0823 memory: 16132 grad_norm: 2.2804 loss: 2.0806 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.0806 2023/07/21 10:38:08 - mmengine - INFO - Epoch(train) [20][6260/9365] lr: 3.1298e-02 eta: 6:57:34 time: 0.6485 data_time: 0.0901 memory: 16132 grad_norm: 2.2797 loss: 2.1269 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 2.1269 2023/07/21 10:38:21 - mmengine - INFO - Epoch(train) [20][6280/9365] lr: 3.1268e-02 eta: 6:57:22 time: 0.6263 data_time: 0.0924 memory: 16132 grad_norm: 2.2897 loss: 2.0183 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 2.0183 2023/07/21 10:38:33 - mmengine - INFO - Epoch(train) [20][6300/9365] lr: 3.1238e-02 eta: 6:57:10 time: 0.6362 data_time: 0.1421 memory: 16132 grad_norm: 2.2774 loss: 2.0153 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0153 2023/07/21 10:38:46 - mmengine - INFO - Epoch(train) [20][6320/9365] lr: 3.1208e-02 eta: 6:56:57 time: 0.6208 data_time: 0.1066 memory: 16132 grad_norm: 2.2496 loss: 2.0413 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.0413 2023/07/21 10:38:58 - mmengine - INFO - Epoch(train) [20][6340/9365] lr: 3.1178e-02 eta: 6:56:45 time: 0.6020 data_time: 0.1228 memory: 16132 grad_norm: 2.2209 loss: 2.1566 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.1566 2023/07/21 10:39:11 - mmengine - INFO - Epoch(train) [20][6360/9365] lr: 3.1148e-02 eta: 6:56:33 time: 0.6258 data_time: 0.1021 memory: 16132 grad_norm: 2.2763 loss: 2.0565 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.0565 2023/07/21 10:39:23 - mmengine - INFO - Epoch(train) [20][6380/9365] lr: 3.1118e-02 eta: 6:56:20 time: 0.6068 data_time: 0.0827 memory: 16132 grad_norm: 2.2967 loss: 2.0411 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0411 2023/07/21 10:39:35 - mmengine - INFO - Epoch(train) [20][6400/9365] lr: 3.1088e-02 eta: 6:56:08 time: 0.6150 data_time: 0.1080 memory: 16132 grad_norm: 2.2741 loss: 2.2331 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.2331 2023/07/21 10:39:47 - mmengine - INFO - Epoch(train) [20][6420/9365] lr: 3.1058e-02 eta: 6:55:55 time: 0.5978 data_time: 0.0821 memory: 16132 grad_norm: 2.3002 loss: 2.2321 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2321 2023/07/21 10:39:59 - mmengine - INFO - Epoch(train) [20][6440/9365] lr: 3.1028e-02 eta: 6:55:43 time: 0.6129 data_time: 0.0941 memory: 16132 grad_norm: 2.3101 loss: 2.1845 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1845 2023/07/21 10:40:11 - mmengine - INFO - Epoch(train) [20][6460/9365] lr: 3.0999e-02 eta: 6:55:30 time: 0.5970 data_time: 0.0805 memory: 16132 grad_norm: 2.2743 loss: 2.1542 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.1542 2023/07/21 10:40:23 - mmengine - INFO - Epoch(train) [20][6480/9365] lr: 3.0969e-02 eta: 6:55:18 time: 0.6020 data_time: 0.0800 memory: 16132 grad_norm: 2.2843 loss: 2.1001 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.1001 2023/07/21 10:40:36 - mmengine - INFO - Epoch(train) [20][6500/9365] lr: 3.0939e-02 eta: 6:55:06 time: 0.6242 data_time: 0.0732 memory: 16132 grad_norm: 2.3111 loss: 2.1391 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 2.1391 2023/07/21 10:40:48 - mmengine - INFO - Epoch(train) [20][6520/9365] lr: 3.0909e-02 eta: 6:54:53 time: 0.6049 data_time: 0.0886 memory: 16132 grad_norm: 2.3099 loss: 2.2311 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 2.2311 2023/07/21 10:41:01 - mmengine - INFO - Epoch(train) [20][6540/9365] lr: 3.0879e-02 eta: 6:54:41 time: 0.6393 data_time: 0.1415 memory: 16132 grad_norm: 2.3414 loss: 2.2145 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.2145 2023/07/21 10:41:13 - mmengine - INFO - Epoch(train) [20][6560/9365] lr: 3.0849e-02 eta: 6:54:29 time: 0.6159 data_time: 0.0930 memory: 16132 grad_norm: 2.3010 loss: 2.1655 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1655 2023/07/21 10:41:26 - mmengine - INFO - Epoch(train) [20][6580/9365] lr: 3.0819e-02 eta: 6:54:16 time: 0.6239 data_time: 0.0785 memory: 16132 grad_norm: 2.2935 loss: 2.1441 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.1441 2023/07/21 10:41:38 - mmengine - INFO - Epoch(train) [20][6600/9365] lr: 3.0790e-02 eta: 6:54:04 time: 0.6083 data_time: 0.0842 memory: 16132 grad_norm: 2.3275 loss: 2.0053 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0053 2023/07/21 10:41:50 - mmengine - INFO - Epoch(train) [20][6620/9365] lr: 3.0760e-02 eta: 6:53:51 time: 0.6058 data_time: 0.0822 memory: 16132 grad_norm: 2.3126 loss: 2.0711 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.0711 2023/07/21 10:42:03 - mmengine - INFO - Epoch(train) [20][6640/9365] lr: 3.0730e-02 eta: 6:53:39 time: 0.6327 data_time: 0.0835 memory: 16132 grad_norm: 2.2736 loss: 2.0930 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.0930 2023/07/21 10:42:15 - mmengine - INFO - Epoch(train) [20][6660/9365] lr: 3.0700e-02 eta: 6:53:27 time: 0.6081 data_time: 0.0901 memory: 16132 grad_norm: 2.3428 loss: 2.0507 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0507 2023/07/21 10:42:27 - mmengine - INFO - Epoch(train) [20][6680/9365] lr: 3.0670e-02 eta: 6:53:14 time: 0.6127 data_time: 0.0787 memory: 16132 grad_norm: 2.2775 loss: 2.0358 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.0358 2023/07/21 10:42:40 - mmengine - INFO - Epoch(train) [20][6700/9365] lr: 3.0641e-02 eta: 6:53:02 time: 0.6285 data_time: 0.0765 memory: 16132 grad_norm: 2.3067 loss: 1.9970 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.9970 2023/07/21 10:42:52 - mmengine - INFO - Epoch(train) [20][6720/9365] lr: 3.0611e-02 eta: 6:52:50 time: 0.5968 data_time: 0.0810 memory: 16132 grad_norm: 2.3148 loss: 2.1413 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.1413 2023/07/21 10:43:04 - mmengine - INFO - Epoch(train) [20][6740/9365] lr: 3.0581e-02 eta: 6:52:37 time: 0.6155 data_time: 0.0782 memory: 16132 grad_norm: 2.3217 loss: 2.0676 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0676 2023/07/21 10:43:16 - mmengine - INFO - Epoch(train) [20][6760/9365] lr: 3.0552e-02 eta: 6:52:25 time: 0.6002 data_time: 0.0788 memory: 16132 grad_norm: 2.3027 loss: 2.0335 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.0335 2023/07/21 10:43:28 - mmengine - INFO - Epoch(train) [20][6780/9365] lr: 3.0522e-02 eta: 6:52:12 time: 0.5941 data_time: 0.0860 memory: 16132 grad_norm: 2.3105 loss: 2.1284 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1284 2023/07/21 10:43:40 - mmengine - INFO - Epoch(train) [20][6800/9365] lr: 3.0492e-02 eta: 6:52:00 time: 0.6039 data_time: 0.0870 memory: 16132 grad_norm: 2.3282 loss: 2.2063 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.2063 2023/07/21 10:43:53 - mmengine - INFO - Epoch(train) [20][6820/9365] lr: 3.0463e-02 eta: 6:51:47 time: 0.6100 data_time: 0.0766 memory: 16132 grad_norm: 2.2965 loss: 2.0596 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.0596 2023/07/21 10:44:05 - mmengine - INFO - Epoch(train) [20][6840/9365] lr: 3.0433e-02 eta: 6:51:35 time: 0.5994 data_time: 0.0811 memory: 16132 grad_norm: 2.3175 loss: 2.0352 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.0352 2023/07/21 10:44:18 - mmengine - INFO - Epoch(train) [20][6860/9365] lr: 3.0403e-02 eta: 6:51:23 time: 0.6568 data_time: 0.0763 memory: 16132 grad_norm: 2.3475 loss: 2.0926 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0926 2023/07/21 10:44:30 - mmengine - INFO - Epoch(train) [20][6880/9365] lr: 3.0374e-02 eta: 6:51:10 time: 0.5904 data_time: 0.1075 memory: 16132 grad_norm: 2.3332 loss: 2.1056 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 2.1056 2023/07/21 10:44:42 - mmengine - INFO - Epoch(train) [20][6900/9365] lr: 3.0344e-02 eta: 6:50:58 time: 0.6122 data_time: 0.1050 memory: 16132 grad_norm: 2.2921 loss: 2.1573 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.1573 2023/07/21 10:44:54 - mmengine - INFO - Epoch(train) [20][6920/9365] lr: 3.0314e-02 eta: 6:50:46 time: 0.6054 data_time: 0.0872 memory: 16132 grad_norm: 2.2690 loss: 2.1221 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.1221 2023/07/21 10:45:07 - mmengine - INFO - Epoch(train) [20][6940/9365] lr: 3.0285e-02 eta: 6:50:33 time: 0.6618 data_time: 0.0850 memory: 16132 grad_norm: 2.3570 loss: 2.1752 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.1752 2023/07/21 10:45:19 - mmengine - INFO - Epoch(train) [20][6960/9365] lr: 3.0255e-02 eta: 6:50:21 time: 0.5905 data_time: 0.0791 memory: 16132 grad_norm: 2.3126 loss: 2.0990 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0990 2023/07/21 10:45:32 - mmengine - INFO - Epoch(train) [20][6980/9365] lr: 3.0226e-02 eta: 6:50:09 time: 0.6389 data_time: 0.0849 memory: 16132 grad_norm: 2.2938 loss: 2.1615 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 2.1615 2023/07/21 10:45:44 - mmengine - INFO - Epoch(train) [20][7000/9365] lr: 3.0196e-02 eta: 6:49:56 time: 0.6212 data_time: 0.0900 memory: 16132 grad_norm: 2.3021 loss: 2.1428 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.1428 2023/07/21 10:45:56 - mmengine - INFO - Epoch(train) [20][7020/9365] lr: 3.0167e-02 eta: 6:49:44 time: 0.6024 data_time: 0.0887 memory: 16132 grad_norm: 2.3678 loss: 2.1424 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.1424 2023/07/21 10:46:09 - mmengine - INFO - Epoch(train) [20][7040/9365] lr: 3.0137e-02 eta: 6:49:32 time: 0.6267 data_time: 0.0860 memory: 16132 grad_norm: 2.3789 loss: 2.2296 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.2296 2023/07/21 10:46:22 - mmengine - INFO - Epoch(train) [20][7060/9365] lr: 3.0108e-02 eta: 6:49:19 time: 0.6242 data_time: 0.1001 memory: 16132 grad_norm: 2.3179 loss: 2.1032 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.1032 2023/07/21 10:46:25 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 10:46:33 - mmengine - INFO - Epoch(train) [20][7080/9365] lr: 3.0078e-02 eta: 6:49:07 time: 0.5816 data_time: 0.0909 memory: 16132 grad_norm: 2.3252 loss: 2.1602 top1_acc: 0.3438 top5_acc: 0.4688 loss_cls: 2.1602 2023/07/21 10:46:45 - mmengine - INFO - Epoch(train) [20][7100/9365] lr: 3.0049e-02 eta: 6:48:54 time: 0.6070 data_time: 0.0971 memory: 16132 grad_norm: 2.3417 loss: 2.2410 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2410 2023/07/21 10:46:58 - mmengine - INFO - Epoch(train) [20][7120/9365] lr: 3.0019e-02 eta: 6:48:42 time: 0.6294 data_time: 0.1314 memory: 16132 grad_norm: 2.2910 loss: 2.2530 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2530 2023/07/21 10:47:10 - mmengine - INFO - Epoch(train) [20][7140/9365] lr: 2.9990e-02 eta: 6:48:29 time: 0.5900 data_time: 0.0914 memory: 16132 grad_norm: 2.2952 loss: 1.9930 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9930 2023/07/21 10:47:22 - mmengine - INFO - Epoch(train) [20][7160/9365] lr: 2.9960e-02 eta: 6:48:17 time: 0.5921 data_time: 0.0969 memory: 16132 grad_norm: 2.3242 loss: 2.1497 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1497 2023/07/21 10:47:34 - mmengine - INFO - Epoch(train) [20][7180/9365] lr: 2.9931e-02 eta: 6:48:05 time: 0.6265 data_time: 0.1066 memory: 16132 grad_norm: 2.3478 loss: 2.0356 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.0356 2023/07/21 10:47:47 - mmengine - INFO - Epoch(train) [20][7200/9365] lr: 2.9901e-02 eta: 6:47:52 time: 0.6077 data_time: 0.0808 memory: 16132 grad_norm: 2.3367 loss: 2.0757 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.0757 2023/07/21 10:47:59 - mmengine - INFO - Epoch(train) [20][7220/9365] lr: 2.9872e-02 eta: 6:47:40 time: 0.6384 data_time: 0.0891 memory: 16132 grad_norm: 2.2911 loss: 1.9035 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.9035 2023/07/21 10:48:11 - mmengine - INFO - Epoch(train) [20][7240/9365] lr: 2.9843e-02 eta: 6:47:28 time: 0.6024 data_time: 0.0766 memory: 16132 grad_norm: 2.3323 loss: 2.0415 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0415 2023/07/21 10:48:24 - mmengine - INFO - Epoch(train) [20][7260/9365] lr: 2.9813e-02 eta: 6:47:15 time: 0.6252 data_time: 0.1121 memory: 16132 grad_norm: 2.3296 loss: 2.0135 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 2.0135 2023/07/21 10:48:36 - mmengine - INFO - Epoch(train) [20][7280/9365] lr: 2.9784e-02 eta: 6:47:03 time: 0.6043 data_time: 0.0827 memory: 16132 grad_norm: 2.3219 loss: 2.0277 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 2.0277 2023/07/21 10:48:48 - mmengine - INFO - Epoch(train) [20][7300/9365] lr: 2.9754e-02 eta: 6:46:50 time: 0.6111 data_time: 0.1051 memory: 16132 grad_norm: 2.3632 loss: 2.1639 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.1639 2023/07/21 10:49:01 - mmengine - INFO - Epoch(train) [20][7320/9365] lr: 2.9725e-02 eta: 6:46:38 time: 0.6082 data_time: 0.0816 memory: 16132 grad_norm: 2.3486 loss: 2.0954 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.0954 2023/07/21 10:49:13 - mmengine - INFO - Epoch(train) [20][7340/9365] lr: 2.9696e-02 eta: 6:46:26 time: 0.6088 data_time: 0.0952 memory: 16132 grad_norm: 2.3124 loss: 2.1611 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.1611 2023/07/21 10:49:24 - mmengine - INFO - Epoch(train) [20][7360/9365] lr: 2.9667e-02 eta: 6:46:13 time: 0.5782 data_time: 0.0703 memory: 16132 grad_norm: 2.3255 loss: 1.9673 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9673 2023/07/21 10:49:37 - mmengine - INFO - Epoch(train) [20][7380/9365] lr: 2.9637e-02 eta: 6:46:01 time: 0.6150 data_time: 0.1046 memory: 16132 grad_norm: 2.3048 loss: 1.9583 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9583 2023/07/21 10:49:49 - mmengine - INFO - Epoch(train) [20][7400/9365] lr: 2.9608e-02 eta: 6:45:48 time: 0.6038 data_time: 0.0984 memory: 16132 grad_norm: 2.3584 loss: 2.1330 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1330 2023/07/21 10:50:01 - mmengine - INFO - Epoch(train) [20][7420/9365] lr: 2.9579e-02 eta: 6:45:36 time: 0.6076 data_time: 0.0777 memory: 16132 grad_norm: 2.3348 loss: 2.0608 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.0608 2023/07/21 10:50:13 - mmengine - INFO - Epoch(train) [20][7440/9365] lr: 2.9549e-02 eta: 6:45:23 time: 0.6183 data_time: 0.0772 memory: 16132 grad_norm: 2.2826 loss: 2.1565 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1565 2023/07/21 10:50:25 - mmengine - INFO - Epoch(train) [20][7460/9365] lr: 2.9520e-02 eta: 6:45:11 time: 0.5843 data_time: 0.0902 memory: 16132 grad_norm: 2.3001 loss: 2.1358 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.1358 2023/07/21 10:50:37 - mmengine - INFO - Epoch(train) [20][7480/9365] lr: 2.9491e-02 eta: 6:44:58 time: 0.6091 data_time: 0.0814 memory: 16132 grad_norm: 2.2986 loss: 2.1066 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.1066 2023/07/21 10:50:50 - mmengine - INFO - Epoch(train) [20][7500/9365] lr: 2.9462e-02 eta: 6:44:46 time: 0.6144 data_time: 0.0800 memory: 16132 grad_norm: 2.3501 loss: 1.9366 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.9366 2023/07/21 10:51:02 - mmengine - INFO - Epoch(train) [20][7520/9365] lr: 2.9433e-02 eta: 6:44:34 time: 0.6137 data_time: 0.0774 memory: 16132 grad_norm: 2.3450 loss: 2.1714 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.1714 2023/07/21 10:51:14 - mmengine - INFO - Epoch(train) [20][7540/9365] lr: 2.9403e-02 eta: 6:44:21 time: 0.6071 data_time: 0.0867 memory: 16132 grad_norm: 2.3184 loss: 1.9900 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.9900 2023/07/21 10:51:26 - mmengine - INFO - Epoch(train) [20][7560/9365] lr: 2.9374e-02 eta: 6:44:09 time: 0.6029 data_time: 0.0778 memory: 16132 grad_norm: 2.3252 loss: 2.1115 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1115 2023/07/21 10:51:38 - mmengine - INFO - Epoch(train) [20][7580/9365] lr: 2.9345e-02 eta: 6:43:56 time: 0.5912 data_time: 0.0903 memory: 16132 grad_norm: 2.3267 loss: 2.1002 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1002 2023/07/21 10:51:50 - mmengine - INFO - Epoch(train) [20][7600/9365] lr: 2.9316e-02 eta: 6:43:44 time: 0.6015 data_time: 0.0740 memory: 16132 grad_norm: 2.3218 loss: 2.0735 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0735 2023/07/21 10:52:03 - mmengine - INFO - Epoch(train) [20][7620/9365] lr: 2.9287e-02 eta: 6:43:32 time: 0.6180 data_time: 0.0831 memory: 16132 grad_norm: 2.3431 loss: 2.1601 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 2.1601 2023/07/21 10:52:15 - mmengine - INFO - Epoch(train) [20][7640/9365] lr: 2.9258e-02 eta: 6:43:19 time: 0.6147 data_time: 0.0827 memory: 16132 grad_norm: 2.2913 loss: 2.0479 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.0479 2023/07/21 10:52:27 - mmengine - INFO - Epoch(train) [20][7660/9365] lr: 2.9229e-02 eta: 6:43:07 time: 0.6017 data_time: 0.0981 memory: 16132 grad_norm: 2.3379 loss: 2.1228 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.1228 2023/07/21 10:52:39 - mmengine - INFO - Epoch(train) [20][7680/9365] lr: 2.9199e-02 eta: 6:42:54 time: 0.5970 data_time: 0.0716 memory: 16132 grad_norm: 2.3447 loss: 2.0062 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.0062 2023/07/21 10:52:51 - mmengine - INFO - Epoch(train) [20][7700/9365] lr: 2.9170e-02 eta: 6:42:42 time: 0.5963 data_time: 0.0803 memory: 16132 grad_norm: 2.2813 loss: 1.9310 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.9310 2023/07/21 10:53:03 - mmengine - INFO - Epoch(train) [20][7720/9365] lr: 2.9141e-02 eta: 6:42:29 time: 0.5928 data_time: 0.0902 memory: 16132 grad_norm: 2.3311 loss: 1.9978 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9978 2023/07/21 10:53:16 - mmengine - INFO - Epoch(train) [20][7740/9365] lr: 2.9112e-02 eta: 6:42:17 time: 0.6372 data_time: 0.0891 memory: 16132 grad_norm: 2.3771 loss: 2.1626 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 2.1626 2023/07/21 10:53:28 - mmengine - INFO - Epoch(train) [20][7760/9365] lr: 2.9083e-02 eta: 6:42:04 time: 0.5971 data_time: 0.0797 memory: 16132 grad_norm: 2.3141 loss: 2.1136 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1136 2023/07/21 10:53:40 - mmengine - INFO - Epoch(train) [20][7780/9365] lr: 2.9054e-02 eta: 6:41:52 time: 0.6078 data_time: 0.0869 memory: 16132 grad_norm: 2.3045 loss: 2.1561 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1561 2023/07/21 10:53:52 - mmengine - INFO - Epoch(train) [20][7800/9365] lr: 2.9025e-02 eta: 6:41:40 time: 0.6316 data_time: 0.0775 memory: 16132 grad_norm: 2.4017 loss: 2.1070 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.1070 2023/07/21 10:54:05 - mmengine - INFO - Epoch(train) [20][7820/9365] lr: 2.8996e-02 eta: 6:41:28 time: 0.6229 data_time: 0.0826 memory: 16132 grad_norm: 2.3206 loss: 2.0409 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0409 2023/07/21 10:54:17 - mmengine - INFO - Epoch(train) [20][7840/9365] lr: 2.8967e-02 eta: 6:41:15 time: 0.6055 data_time: 0.0938 memory: 16132 grad_norm: 2.3415 loss: 2.0253 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.0253 2023/07/21 10:54:30 - mmengine - INFO - Epoch(train) [20][7860/9365] lr: 2.8938e-02 eta: 6:41:03 time: 0.6207 data_time: 0.0757 memory: 16132 grad_norm: 2.3524 loss: 2.0474 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.0474 2023/07/21 10:54:41 - mmengine - INFO - Epoch(train) [20][7880/9365] lr: 2.8909e-02 eta: 6:40:50 time: 0.5910 data_time: 0.0790 memory: 16132 grad_norm: 2.4035 loss: 2.0478 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0478 2023/07/21 10:54:54 - mmengine - INFO - Epoch(train) [20][7900/9365] lr: 2.8880e-02 eta: 6:40:38 time: 0.6062 data_time: 0.0905 memory: 16132 grad_norm: 2.3295 loss: 1.9624 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 1.9624 2023/07/21 10:55:06 - mmengine - INFO - Epoch(train) [20][7920/9365] lr: 2.8851e-02 eta: 6:40:25 time: 0.6172 data_time: 0.0722 memory: 16132 grad_norm: 2.3309 loss: 2.2349 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2349 2023/07/21 10:55:18 - mmengine - INFO - Epoch(train) [20][7940/9365] lr: 2.8822e-02 eta: 6:40:13 time: 0.6179 data_time: 0.1001 memory: 16132 grad_norm: 2.2870 loss: 1.9338 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9338 2023/07/21 10:55:31 - mmengine - INFO - Epoch(train) [20][7960/9365] lr: 2.8793e-02 eta: 6:40:01 time: 0.6360 data_time: 0.0845 memory: 16132 grad_norm: 2.3001 loss: 2.0451 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.0451 2023/07/21 10:55:43 - mmengine - INFO - Epoch(train) [20][7980/9365] lr: 2.8765e-02 eta: 6:39:48 time: 0.5939 data_time: 0.0864 memory: 16132 grad_norm: 2.3269 loss: 2.1148 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.1148 2023/07/21 10:55:56 - mmengine - INFO - Epoch(train) [20][8000/9365] lr: 2.8736e-02 eta: 6:39:36 time: 0.6324 data_time: 0.0782 memory: 16132 grad_norm: 2.3109 loss: 2.1492 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1492 2023/07/21 10:56:09 - mmengine - INFO - Epoch(train) [20][8020/9365] lr: 2.8707e-02 eta: 6:39:24 time: 0.6374 data_time: 0.0835 memory: 16132 grad_norm: 2.3758 loss: 2.1549 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.1549 2023/07/21 10:56:21 - mmengine - INFO - Epoch(train) [20][8040/9365] lr: 2.8678e-02 eta: 6:39:11 time: 0.6066 data_time: 0.0895 memory: 16132 grad_norm: 2.3302 loss: 2.1686 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.1686 2023/07/21 10:56:33 - mmengine - INFO - Epoch(train) [20][8060/9365] lr: 2.8649e-02 eta: 6:38:59 time: 0.6099 data_time: 0.0804 memory: 16132 grad_norm: 2.3872 loss: 2.1884 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 2.1884 2023/07/21 10:56:36 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 10:56:45 - mmengine - INFO - Epoch(train) [20][8080/9365] lr: 2.8620e-02 eta: 6:38:47 time: 0.6193 data_time: 0.0867 memory: 16132 grad_norm: 2.3603 loss: 2.0970 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.0970 2023/07/21 10:56:58 - mmengine - INFO - Epoch(train) [20][8100/9365] lr: 2.8592e-02 eta: 6:38:34 time: 0.6281 data_time: 0.0900 memory: 16132 grad_norm: 2.3518 loss: 1.9525 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 1.9525 2023/07/21 10:57:10 - mmengine - INFO - Epoch(train) [20][8120/9365] lr: 2.8563e-02 eta: 6:38:22 time: 0.6083 data_time: 0.0835 memory: 16132 grad_norm: 2.3920 loss: 2.2325 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.2325 2023/07/21 10:57:22 - mmengine - INFO - Epoch(train) [20][8140/9365] lr: 2.8534e-02 eta: 6:38:10 time: 0.5973 data_time: 0.0798 memory: 16132 grad_norm: 2.3798 loss: 2.2112 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.2112 2023/07/21 10:57:35 - mmengine - INFO - Epoch(train) [20][8160/9365] lr: 2.8505e-02 eta: 6:37:57 time: 0.6213 data_time: 0.0781 memory: 16132 grad_norm: 2.3612 loss: 2.0490 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.0490 2023/07/21 10:57:47 - mmengine - INFO - Epoch(train) [20][8180/9365] lr: 2.8476e-02 eta: 6:37:45 time: 0.6333 data_time: 0.0817 memory: 16132 grad_norm: 2.3685 loss: 2.1172 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.1172 2023/07/21 10:57:59 - mmengine - INFO - Epoch(train) [20][8200/9365] lr: 2.8448e-02 eta: 6:37:32 time: 0.5978 data_time: 0.1189 memory: 16132 grad_norm: 2.3299 loss: 2.1967 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.1967 2023/07/21 10:58:12 - mmengine - INFO - Epoch(train) [20][8220/9365] lr: 2.8419e-02 eta: 6:37:20 time: 0.6437 data_time: 0.0804 memory: 16132 grad_norm: 2.3706 loss: 2.0862 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.0862 2023/07/21 10:58:24 - mmengine - INFO - Epoch(train) [20][8240/9365] lr: 2.8390e-02 eta: 6:37:08 time: 0.6092 data_time: 0.0794 memory: 16132 grad_norm: 2.3803 loss: 2.1310 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1310 2023/07/21 10:58:37 - mmengine - INFO - Epoch(train) [20][8260/9365] lr: 2.8361e-02 eta: 6:36:56 time: 0.6165 data_time: 0.0736 memory: 16132 grad_norm: 2.3271 loss: 1.9890 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.9890 2023/07/21 10:58:49 - mmengine - INFO - Epoch(train) [20][8280/9365] lr: 2.8333e-02 eta: 6:36:43 time: 0.6121 data_time: 0.0867 memory: 16132 grad_norm: 2.3124 loss: 2.0253 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.0253 2023/07/21 10:59:01 - mmengine - INFO - Epoch(train) [20][8300/9365] lr: 2.8304e-02 eta: 6:36:31 time: 0.6099 data_time: 0.0751 memory: 16132 grad_norm: 2.4157 loss: 2.1577 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.1577 2023/07/21 10:59:14 - mmengine - INFO - Epoch(train) [20][8320/9365] lr: 2.8275e-02 eta: 6:36:18 time: 0.6082 data_time: 0.0781 memory: 16132 grad_norm: 2.3739 loss: 1.9964 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9964 2023/07/21 10:59:26 - mmengine - INFO - Epoch(train) [20][8340/9365] lr: 2.8247e-02 eta: 6:36:06 time: 0.6468 data_time: 0.0814 memory: 16132 grad_norm: 2.3567 loss: 2.0663 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.0663 2023/07/21 10:59:38 - mmengine - INFO - Epoch(train) [20][8360/9365] lr: 2.8218e-02 eta: 6:35:54 time: 0.5880 data_time: 0.1032 memory: 16132 grad_norm: 2.3688 loss: 2.1691 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1691 2023/07/21 10:59:50 - mmengine - INFO - Epoch(train) [20][8380/9365] lr: 2.8190e-02 eta: 6:35:41 time: 0.5901 data_time: 0.0916 memory: 16132 grad_norm: 2.2831 loss: 2.1140 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.1140 2023/07/21 11:00:02 - mmengine - INFO - Epoch(train) [20][8400/9365] lr: 2.8161e-02 eta: 6:35:29 time: 0.5941 data_time: 0.0874 memory: 16132 grad_norm: 2.3178 loss: 2.0467 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 2.0467 2023/07/21 11:00:14 - mmengine - INFO - Epoch(train) [20][8420/9365] lr: 2.8132e-02 eta: 6:35:16 time: 0.6091 data_time: 0.0788 memory: 16132 grad_norm: 2.3422 loss: 2.0631 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.0631 2023/07/21 11:00:26 - mmengine - INFO - Epoch(train) [20][8440/9365] lr: 2.8104e-02 eta: 6:35:04 time: 0.5961 data_time: 0.0724 memory: 16132 grad_norm: 2.3663 loss: 2.0039 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 2.0039 2023/07/21 11:00:38 - mmengine - INFO - Epoch(train) [20][8460/9365] lr: 2.8075e-02 eta: 6:34:51 time: 0.5950 data_time: 0.0765 memory: 16132 grad_norm: 2.3191 loss: 1.9695 top1_acc: 0.4062 top5_acc: 0.8438 loss_cls: 1.9695 2023/07/21 11:00:50 - mmengine - INFO - Epoch(train) [20][8480/9365] lr: 2.8047e-02 eta: 6:34:39 time: 0.6042 data_time: 0.0917 memory: 16132 grad_norm: 2.3326 loss: 2.0630 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0630 2023/07/21 11:01:03 - mmengine - INFO - Epoch(train) [20][8500/9365] lr: 2.8018e-02 eta: 6:34:26 time: 0.6161 data_time: 0.0805 memory: 16132 grad_norm: 2.4064 loss: 2.0987 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0987 2023/07/21 11:01:15 - mmengine - INFO - Epoch(train) [20][8520/9365] lr: 2.7990e-02 eta: 6:34:14 time: 0.6053 data_time: 0.0958 memory: 16132 grad_norm: 2.3703 loss: 1.9277 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.9277 2023/07/21 11:01:28 - mmengine - INFO - Epoch(train) [20][8540/9365] lr: 2.7961e-02 eta: 6:34:02 time: 0.6348 data_time: 0.0787 memory: 16132 grad_norm: 2.3502 loss: 2.1701 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.1701 2023/07/21 11:01:40 - mmengine - INFO - Epoch(train) [20][8560/9365] lr: 2.7932e-02 eta: 6:33:49 time: 0.5980 data_time: 0.0888 memory: 16132 grad_norm: 2.3503 loss: 2.0925 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.0925 2023/07/21 11:01:52 - mmengine - INFO - Epoch(train) [20][8580/9365] lr: 2.7904e-02 eta: 6:33:37 time: 0.6081 data_time: 0.1021 memory: 16132 grad_norm: 2.3694 loss: 2.1398 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1398 2023/07/21 11:02:04 - mmengine - INFO - Epoch(train) [20][8600/9365] lr: 2.7876e-02 eta: 6:33:25 time: 0.6259 data_time: 0.1064 memory: 16132 grad_norm: 2.3939 loss: 1.9830 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.9830 2023/07/21 11:02:17 - mmengine - INFO - Epoch(train) [20][8620/9365] lr: 2.7847e-02 eta: 6:33:12 time: 0.6383 data_time: 0.0838 memory: 16132 grad_norm: 2.3329 loss: 2.1019 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.1019 2023/07/21 11:02:30 - mmengine - INFO - Epoch(train) [20][8640/9365] lr: 2.7819e-02 eta: 6:33:00 time: 0.6257 data_time: 0.0915 memory: 16132 grad_norm: 2.3375 loss: 2.1949 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.1949 2023/07/21 11:02:42 - mmengine - INFO - Epoch(train) [20][8660/9365] lr: 2.7790e-02 eta: 6:32:48 time: 0.6221 data_time: 0.1060 memory: 16132 grad_norm: 2.3825 loss: 2.2111 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.2111 2023/07/21 11:02:55 - mmengine - INFO - Epoch(train) [20][8680/9365] lr: 2.7762e-02 eta: 6:32:36 time: 0.6446 data_time: 0.0781 memory: 16132 grad_norm: 2.3719 loss: 2.0074 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.0074 2023/07/21 11:03:07 - mmengine - INFO - Epoch(train) [20][8700/9365] lr: 2.7733e-02 eta: 6:32:23 time: 0.6017 data_time: 0.0879 memory: 16132 grad_norm: 2.3606 loss: 2.1920 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.1920 2023/07/21 11:03:20 - mmengine - INFO - Epoch(train) [20][8720/9365] lr: 2.7705e-02 eta: 6:32:11 time: 0.6240 data_time: 0.0965 memory: 16132 grad_norm: 2.3840 loss: 2.0685 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0685 2023/07/21 11:03:32 - mmengine - INFO - Epoch(train) [20][8740/9365] lr: 2.7677e-02 eta: 6:31:58 time: 0.6141 data_time: 0.0895 memory: 16132 grad_norm: 2.3928 loss: 2.1522 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.1522 2023/07/21 11:03:44 - mmengine - INFO - Epoch(train) [20][8760/9365] lr: 2.7648e-02 eta: 6:31:46 time: 0.6107 data_time: 0.0767 memory: 16132 grad_norm: 2.3433 loss: 2.1256 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.1256 2023/07/21 11:03:57 - mmengine - INFO - Epoch(train) [20][8780/9365] lr: 2.7620e-02 eta: 6:31:34 time: 0.6173 data_time: 0.0986 memory: 16132 grad_norm: 2.4054 loss: 2.0701 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.0701 2023/07/21 11:04:09 - mmengine - INFO - Epoch(train) [20][8800/9365] lr: 2.7591e-02 eta: 6:31:21 time: 0.6005 data_time: 0.0842 memory: 16132 grad_norm: 2.3879 loss: 2.1205 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.1205 2023/07/21 11:04:21 - mmengine - INFO - Epoch(train) [20][8820/9365] lr: 2.7563e-02 eta: 6:31:09 time: 0.6396 data_time: 0.1118 memory: 16132 grad_norm: 2.3381 loss: 2.0998 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.0998 2023/07/21 11:04:34 - mmengine - INFO - Epoch(train) [20][8840/9365] lr: 2.7535e-02 eta: 6:30:57 time: 0.6337 data_time: 0.0863 memory: 16132 grad_norm: 2.3121 loss: 1.9502 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.9502 2023/07/21 11:04:46 - mmengine - INFO - Epoch(train) [20][8860/9365] lr: 2.7507e-02 eta: 6:30:44 time: 0.5996 data_time: 0.0830 memory: 16132 grad_norm: 2.3608 loss: 2.1323 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 2.1323 2023/07/21 11:04:59 - mmengine - INFO - Epoch(train) [20][8880/9365] lr: 2.7478e-02 eta: 6:30:32 time: 0.6240 data_time: 0.0801 memory: 16132 grad_norm: 2.3259 loss: 1.9591 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9591 2023/07/21 11:05:11 - mmengine - INFO - Epoch(train) [20][8900/9365] lr: 2.7450e-02 eta: 6:30:20 time: 0.6186 data_time: 0.0892 memory: 16132 grad_norm: 2.4015 loss: 2.2407 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.2407 2023/07/21 11:05:23 - mmengine - INFO - Epoch(train) [20][8920/9365] lr: 2.7422e-02 eta: 6:30:07 time: 0.6044 data_time: 0.0783 memory: 16132 grad_norm: 2.3957 loss: 2.0780 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.0780 2023/07/21 11:05:36 - mmengine - INFO - Epoch(train) [20][8940/9365] lr: 2.7393e-02 eta: 6:29:55 time: 0.6373 data_time: 0.0922 memory: 16132 grad_norm: 2.3896 loss: 2.0111 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.0111 2023/07/21 11:05:48 - mmengine - INFO - Epoch(train) [20][8960/9365] lr: 2.7365e-02 eta: 6:29:42 time: 0.5917 data_time: 0.0830 memory: 16132 grad_norm: 2.3784 loss: 1.9862 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.9862 2023/07/21 11:06:00 - mmengine - INFO - Epoch(train) [20][8980/9365] lr: 2.7337e-02 eta: 6:29:30 time: 0.6058 data_time: 0.0845 memory: 16132 grad_norm: 2.3625 loss: 2.1003 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 2.1003 2023/07/21 11:06:12 - mmengine - INFO - Epoch(train) [20][9000/9365] lr: 2.7309e-02 eta: 6:29:18 time: 0.6026 data_time: 0.1018 memory: 16132 grad_norm: 2.4087 loss: 1.9408 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9408 2023/07/21 11:06:24 - mmengine - INFO - Epoch(train) [20][9020/9365] lr: 2.7281e-02 eta: 6:29:05 time: 0.6101 data_time: 0.0812 memory: 16132 grad_norm: 2.4192 loss: 2.0907 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0907 2023/07/21 11:06:37 - mmengine - INFO - Epoch(train) [20][9040/9365] lr: 2.7252e-02 eta: 6:28:53 time: 0.6058 data_time: 0.0797 memory: 16132 grad_norm: 2.4146 loss: 2.1670 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1670 2023/07/21 11:06:49 - mmengine - INFO - Epoch(train) [20][9060/9365] lr: 2.7224e-02 eta: 6:28:40 time: 0.6224 data_time: 0.0867 memory: 16132 grad_norm: 2.3661 loss: 2.1936 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.1936 2023/07/21 11:06:52 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 11:07:02 - mmengine - INFO - Epoch(train) [20][9080/9365] lr: 2.7196e-02 eta: 6:28:28 time: 0.6281 data_time: 0.0808 memory: 16132 grad_norm: 2.3722 loss: 1.9988 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 1.9988 2023/07/21 11:07:13 - mmengine - INFO - Epoch(train) [20][9100/9365] lr: 2.7168e-02 eta: 6:28:16 time: 0.5838 data_time: 0.0827 memory: 16132 grad_norm: 2.3739 loss: 1.9868 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9868 2023/07/21 11:07:26 - mmengine - INFO - Epoch(train) [20][9120/9365] lr: 2.7140e-02 eta: 6:28:03 time: 0.6250 data_time: 0.0825 memory: 16132 grad_norm: 2.4086 loss: 2.0292 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.0292 2023/07/21 11:07:38 - mmengine - INFO - Epoch(train) [20][9140/9365] lr: 2.7112e-02 eta: 6:27:51 time: 0.6247 data_time: 0.0950 memory: 16132 grad_norm: 2.4071 loss: 2.0904 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.0904 2023/07/21 11:07:50 - mmengine - INFO - Epoch(train) [20][9160/9365] lr: 2.7084e-02 eta: 6:27:38 time: 0.5828 data_time: 0.0883 memory: 16132 grad_norm: 2.4051 loss: 2.0760 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.0760 2023/07/21 11:08:03 - mmengine - INFO - Epoch(train) [20][9180/9365] lr: 2.7055e-02 eta: 6:27:26 time: 0.6313 data_time: 0.0972 memory: 16132 grad_norm: 2.3625 loss: 2.1270 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.1270 2023/07/21 11:08:15 - mmengine - INFO - Epoch(train) [20][9200/9365] lr: 2.7027e-02 eta: 6:27:14 time: 0.5978 data_time: 0.1032 memory: 16132 grad_norm: 2.4264 loss: 2.0758 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0758 2023/07/21 11:08:27 - mmengine - INFO - Epoch(train) [20][9220/9365] lr: 2.6999e-02 eta: 6:27:01 time: 0.6289 data_time: 0.0868 memory: 16132 grad_norm: 2.4150 loss: 2.1055 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.1055 2023/07/21 11:08:40 - mmengine - INFO - Epoch(train) [20][9240/9365] lr: 2.6971e-02 eta: 6:26:49 time: 0.6072 data_time: 0.0877 memory: 16132 grad_norm: 2.3994 loss: 2.1941 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1941 2023/07/21 11:08:51 - mmengine - INFO - Epoch(train) [20][9260/9365] lr: 2.6943e-02 eta: 6:26:36 time: 0.5809 data_time: 0.0832 memory: 16132 grad_norm: 2.3996 loss: 2.0213 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.0213 2023/07/21 11:09:03 - mmengine - INFO - Epoch(train) [20][9280/9365] lr: 2.6915e-02 eta: 6:26:24 time: 0.6045 data_time: 0.0806 memory: 16132 grad_norm: 2.3769 loss: 2.1380 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.1380 2023/07/21 11:09:16 - mmengine - INFO - Epoch(train) [20][9300/9365] lr: 2.6887e-02 eta: 6:26:12 time: 0.6158 data_time: 0.1086 memory: 16132 grad_norm: 2.4129 loss: 2.0924 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 2.0924 2023/07/21 11:09:28 - mmengine - INFO - Epoch(train) [20][9320/9365] lr: 2.6859e-02 eta: 6:25:59 time: 0.6251 data_time: 0.0908 memory: 16132 grad_norm: 2.4030 loss: 2.1700 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.1700 2023/07/21 11:09:41 - mmengine - INFO - Epoch(train) [20][9340/9365] lr: 2.6831e-02 eta: 6:25:47 time: 0.6201 data_time: 0.0800 memory: 16132 grad_norm: 2.3755 loss: 2.0564 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.0564 2023/07/21 11:09:52 - mmengine - INFO - Epoch(train) [20][9360/9365] lr: 2.6803e-02 eta: 6:25:34 time: 0.5735 data_time: 0.1032 memory: 16132 grad_norm: 2.3708 loss: 2.1068 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.1068 2023/07/21 11:09:55 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 11:09:55 - mmengine - INFO - Epoch(train) [20][9365/9365] lr: 2.6796e-02 eta: 6:25:31 time: 0.5565 data_time: 0.0904 memory: 16132 grad_norm: 2.3998 loss: 2.1350 top1_acc: 0.5000 top5_acc: 0.7083 loss_cls: 2.1350 2023/07/21 11:09:55 - mmengine - INFO - Saving checkpoint at 20 epochs 2023/07/21 11:10:13 - mmengine - INFO - Epoch(val) [20][20/78] eta: 0:00:48 time: 0.8280 data_time: 0.5359 memory: 3721 2023/07/21 11:10:24 - mmengine - INFO - Epoch(val) [20][40/78] eta: 0:00:26 time: 0.5565 data_time: 0.2602 memory: 3721 2023/07/21 11:10:35 - mmengine - INFO - Epoch(val) [20][60/78] eta: 0:00:11 time: 0.5366 data_time: 0.2433 memory: 3721 2023/07/21 11:10:47 - mmengine - INFO - Epoch(val) [20][78/78] acc/top1: 0.3072 acc/top5: 0.5197 acc/mean1: 0.3068 data_time: 0.3031 time: 0.5877 2023/07/21 11:11:07 - mmengine - INFO - Epoch(train) [21][ 20/9365] lr: 2.6768e-02 eta: 6:25:21 time: 1.0436 data_time: 0.4542 memory: 16132 grad_norm: 2.3501 loss: 2.1692 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.1692 2023/07/21 11:11:20 - mmengine - INFO - Epoch(train) [21][ 40/9365] lr: 2.6740e-02 eta: 6:25:09 time: 0.6045 data_time: 0.0921 memory: 16132 grad_norm: 2.4102 loss: 1.9938 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9938 2023/07/21 11:11:32 - mmengine - INFO - Epoch(train) [21][ 60/9365] lr: 2.6713e-02 eta: 6:24:57 time: 0.6135 data_time: 0.0822 memory: 16132 grad_norm: 2.3997 loss: 1.9160 top1_acc: 0.4062 top5_acc: 0.9062 loss_cls: 1.9160 2023/07/21 11:11:45 - mmengine - INFO - Epoch(train) [21][ 80/9365] lr: 2.6685e-02 eta: 6:24:44 time: 0.6371 data_time: 0.0883 memory: 16132 grad_norm: 2.3828 loss: 2.0434 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.0434 2023/07/21 11:11:57 - mmengine - INFO - Epoch(train) [21][ 100/9365] lr: 2.6657e-02 eta: 6:24:32 time: 0.6070 data_time: 0.0944 memory: 16132 grad_norm: 2.4143 loss: 2.0023 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.0023 2023/07/21 11:12:09 - mmengine - INFO - Epoch(train) [21][ 120/9365] lr: 2.6629e-02 eta: 6:24:20 time: 0.6227 data_time: 0.0770 memory: 16132 grad_norm: 2.4008 loss: 2.0223 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.0223 2023/07/21 11:12:21 - mmengine - INFO - Epoch(train) [21][ 140/9365] lr: 2.6601e-02 eta: 6:24:07 time: 0.5941 data_time: 0.0804 memory: 16132 grad_norm: 2.3430 loss: 1.9479 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.9479 2023/07/21 11:12:34 - mmengine - INFO - Epoch(train) [21][ 160/9365] lr: 2.6573e-02 eta: 6:23:55 time: 0.6268 data_time: 0.0818 memory: 16132 grad_norm: 2.4806 loss: 1.9180 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9180 2023/07/21 11:12:46 - mmengine - INFO - Epoch(train) [21][ 180/9365] lr: 2.6545e-02 eta: 6:23:42 time: 0.5987 data_time: 0.0999 memory: 16132 grad_norm: 2.4205 loss: 2.1603 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.1603 2023/07/21 11:12:58 - mmengine - INFO - Epoch(train) [21][ 200/9365] lr: 2.6517e-02 eta: 6:23:30 time: 0.6213 data_time: 0.1252 memory: 16132 grad_norm: 2.4337 loss: 2.0344 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.0344 2023/07/21 11:13:10 - mmengine - INFO - Epoch(train) [21][ 220/9365] lr: 2.6490e-02 eta: 6:23:17 time: 0.5809 data_time: 0.0726 memory: 16132 grad_norm: 2.3585 loss: 2.1181 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.1181 2023/07/21 11:13:22 - mmengine - INFO - Epoch(train) [21][ 240/9365] lr: 2.6462e-02 eta: 6:23:05 time: 0.6116 data_time: 0.0770 memory: 16132 grad_norm: 2.3977 loss: 1.9773 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.9773 2023/07/21 11:13:34 - mmengine - INFO - Epoch(train) [21][ 260/9365] lr: 2.6434e-02 eta: 6:22:53 time: 0.5931 data_time: 0.0856 memory: 16132 grad_norm: 2.3826 loss: 2.0528 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 2.0528 2023/07/21 11:13:46 - mmengine - INFO - Epoch(train) [21][ 280/9365] lr: 2.6406e-02 eta: 6:22:40 time: 0.6009 data_time: 0.0793 memory: 16132 grad_norm: 2.4426 loss: 2.0762 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.0762 2023/07/21 11:13:59 - mmengine - INFO - Epoch(train) [21][ 300/9365] lr: 2.6379e-02 eta: 6:22:28 time: 0.6258 data_time: 0.0794 memory: 16132 grad_norm: 2.4657 loss: 1.9824 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 1.9824 2023/07/21 11:14:12 - mmengine - INFO - Epoch(train) [21][ 320/9365] lr: 2.6351e-02 eta: 6:22:16 time: 0.6361 data_time: 0.0843 memory: 16132 grad_norm: 2.4307 loss: 2.1033 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.1033 2023/07/21 11:14:24 - mmengine - INFO - Epoch(train) [21][ 340/9365] lr: 2.6323e-02 eta: 6:22:03 time: 0.6132 data_time: 0.0977 memory: 16132 grad_norm: 2.4326 loss: 2.0687 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0687 2023/07/21 11:14:37 - mmengine - INFO - Epoch(train) [21][ 360/9365] lr: 2.6295e-02 eta: 6:21:51 time: 0.6315 data_time: 0.0950 memory: 16132 grad_norm: 2.4490 loss: 2.0384 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.0384 2023/07/21 11:14:48 - mmengine - INFO - Epoch(train) [21][ 380/9365] lr: 2.6268e-02 eta: 6:21:38 time: 0.5969 data_time: 0.0865 memory: 16132 grad_norm: 2.4365 loss: 2.0773 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0773 2023/07/21 11:15:01 - mmengine - INFO - Epoch(train) [21][ 400/9365] lr: 2.6240e-02 eta: 6:21:26 time: 0.6025 data_time: 0.0772 memory: 16132 grad_norm: 2.3643 loss: 2.1355 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1355 2023/07/21 11:15:13 - mmengine - INFO - Epoch(train) [21][ 420/9365] lr: 2.6212e-02 eta: 6:21:14 time: 0.6055 data_time: 0.1005 memory: 16132 grad_norm: 2.3631 loss: 1.8334 top1_acc: 0.6562 top5_acc: 0.7188 loss_cls: 1.8334 2023/07/21 11:15:25 - mmengine - INFO - Epoch(train) [21][ 440/9365] lr: 2.6185e-02 eta: 6:21:01 time: 0.6189 data_time: 0.0731 memory: 16132 grad_norm: 2.4836 loss: 2.0596 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.0596 2023/07/21 11:15:37 - mmengine - INFO - Epoch(train) [21][ 460/9365] lr: 2.6157e-02 eta: 6:20:49 time: 0.6106 data_time: 0.0926 memory: 16132 grad_norm: 2.3800 loss: 2.0621 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.0621 2023/07/21 11:15:50 - mmengine - INFO - Epoch(train) [21][ 480/9365] lr: 2.6129e-02 eta: 6:20:37 time: 0.6276 data_time: 0.0759 memory: 16132 grad_norm: 2.4232 loss: 2.0314 top1_acc: 0.5938 top5_acc: 0.9375 loss_cls: 2.0314 2023/07/21 11:16:02 - mmengine - INFO - Epoch(train) [21][ 500/9365] lr: 2.6102e-02 eta: 6:20:24 time: 0.6163 data_time: 0.0853 memory: 16132 grad_norm: 2.3988 loss: 1.9687 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.9687 2023/07/21 11:16:14 - mmengine - INFO - Epoch(train) [21][ 520/9365] lr: 2.6074e-02 eta: 6:20:12 time: 0.5938 data_time: 0.0946 memory: 16132 grad_norm: 2.4561 loss: 2.0899 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.0899 2023/07/21 11:16:26 - mmengine - INFO - Epoch(train) [21][ 540/9365] lr: 2.6046e-02 eta: 6:19:59 time: 0.6097 data_time: 0.0813 memory: 16132 grad_norm: 2.3966 loss: 2.1958 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1958 2023/07/21 11:16:39 - mmengine - INFO - Epoch(train) [21][ 560/9365] lr: 2.6019e-02 eta: 6:19:47 time: 0.6019 data_time: 0.0801 memory: 16132 grad_norm: 2.4398 loss: 2.1179 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.1179 2023/07/21 11:16:51 - mmengine - INFO - Epoch(train) [21][ 580/9365] lr: 2.5991e-02 eta: 6:19:34 time: 0.6052 data_time: 0.0818 memory: 16132 grad_norm: 2.4126 loss: 2.0303 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0303 2023/07/21 11:17:03 - mmengine - INFO - Epoch(train) [21][ 600/9365] lr: 2.5964e-02 eta: 6:19:22 time: 0.6123 data_time: 0.0796 memory: 16132 grad_norm: 2.4477 loss: 2.1818 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1818 2023/07/21 11:17:15 - mmengine - INFO - Epoch(train) [21][ 620/9365] lr: 2.5936e-02 eta: 6:19:10 time: 0.6100 data_time: 0.0871 memory: 16132 grad_norm: 2.4333 loss: 1.9159 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.9159 2023/07/21 11:17:27 - mmengine - INFO - Epoch(train) [21][ 640/9365] lr: 2.5909e-02 eta: 6:18:57 time: 0.6074 data_time: 0.0815 memory: 16132 grad_norm: 2.4361 loss: 2.0734 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.0734 2023/07/21 11:17:39 - mmengine - INFO - Epoch(train) [21][ 660/9365] lr: 2.5881e-02 eta: 6:18:45 time: 0.5996 data_time: 0.0753 memory: 16132 grad_norm: 2.3812 loss: 1.9466 top1_acc: 0.5938 top5_acc: 0.6875 loss_cls: 1.9466 2023/07/21 11:17:52 - mmengine - INFO - Epoch(train) [21][ 680/9365] lr: 2.5854e-02 eta: 6:18:32 time: 0.6139 data_time: 0.0775 memory: 16132 grad_norm: 2.4435 loss: 1.8534 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.8534 2023/07/21 11:18:04 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 11:18:04 - mmengine - INFO - Epoch(train) [21][ 700/9365] lr: 2.5826e-02 eta: 6:18:20 time: 0.6118 data_time: 0.1050 memory: 16132 grad_norm: 2.4145 loss: 2.0368 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 2.0368 2023/07/21 11:18:16 - mmengine - INFO - Epoch(train) [21][ 720/9365] lr: 2.5799e-02 eta: 6:18:08 time: 0.6042 data_time: 0.0879 memory: 16132 grad_norm: 2.4853 loss: 2.0129 top1_acc: 0.2812 top5_acc: 0.6875 loss_cls: 2.0129 2023/07/21 11:18:28 - mmengine - INFO - Epoch(train) [21][ 740/9365] lr: 2.5771e-02 eta: 6:17:55 time: 0.5879 data_time: 0.0807 memory: 16132 grad_norm: 2.4440 loss: 2.0061 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.0061 2023/07/21 11:18:40 - mmengine - INFO - Epoch(train) [21][ 760/9365] lr: 2.5744e-02 eta: 6:17:43 time: 0.6052 data_time: 0.0813 memory: 16132 grad_norm: 2.4072 loss: 1.9825 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9825 2023/07/21 11:18:52 - mmengine - INFO - Epoch(train) [21][ 780/9365] lr: 2.5716e-02 eta: 6:17:30 time: 0.5929 data_time: 0.1091 memory: 16132 grad_norm: 2.4605 loss: 2.1045 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.1045 2023/07/21 11:19:04 - mmengine - INFO - Epoch(train) [21][ 800/9365] lr: 2.5689e-02 eta: 6:17:18 time: 0.6028 data_time: 0.0871 memory: 16132 grad_norm: 2.4040 loss: 2.1992 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.1992 2023/07/21 11:19:17 - mmengine - INFO - Epoch(train) [21][ 820/9365] lr: 2.5662e-02 eta: 6:17:05 time: 0.6254 data_time: 0.0936 memory: 16132 grad_norm: 2.3906 loss: 2.0317 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 2.0317 2023/07/21 11:19:29 - mmengine - INFO - Epoch(train) [21][ 840/9365] lr: 2.5634e-02 eta: 6:16:53 time: 0.6005 data_time: 0.0859 memory: 16132 grad_norm: 2.4239 loss: 1.9111 top1_acc: 0.7812 top5_acc: 0.9375 loss_cls: 1.9111 2023/07/21 11:19:41 - mmengine - INFO - Epoch(train) [21][ 860/9365] lr: 2.5607e-02 eta: 6:16:40 time: 0.5889 data_time: 0.0850 memory: 16132 grad_norm: 2.4371 loss: 1.9903 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 1.9903 2023/07/21 11:19:53 - mmengine - INFO - Epoch(train) [21][ 880/9365] lr: 2.5579e-02 eta: 6:16:28 time: 0.6015 data_time: 0.0847 memory: 16132 grad_norm: 2.4820 loss: 1.9991 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 1.9991 2023/07/21 11:20:05 - mmengine - INFO - Epoch(train) [21][ 900/9365] lr: 2.5552e-02 eta: 6:16:16 time: 0.6105 data_time: 0.0789 memory: 16132 grad_norm: 2.4335 loss: 1.9626 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 1.9626 2023/07/21 11:20:17 - mmengine - INFO - Epoch(train) [21][ 920/9365] lr: 2.5525e-02 eta: 6:16:03 time: 0.6142 data_time: 0.0942 memory: 16132 grad_norm: 2.4091 loss: 1.9542 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.9542 2023/07/21 11:20:29 - mmengine - INFO - Epoch(train) [21][ 940/9365] lr: 2.5497e-02 eta: 6:15:51 time: 0.5969 data_time: 0.0861 memory: 16132 grad_norm: 2.4854 loss: 2.1095 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.1095 2023/07/21 11:20:42 - mmengine - INFO - Epoch(train) [21][ 960/9365] lr: 2.5470e-02 eta: 6:15:39 time: 0.6309 data_time: 0.1025 memory: 16132 grad_norm: 2.4049 loss: 1.9597 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 1.9597 2023/07/21 11:20:54 - mmengine - INFO - Epoch(train) [21][ 980/9365] lr: 2.5443e-02 eta: 6:15:26 time: 0.6283 data_time: 0.0968 memory: 16132 grad_norm: 2.4759 loss: 2.1169 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.1169 2023/07/21 11:21:07 - mmengine - INFO - Epoch(train) [21][1000/9365] lr: 2.5415e-02 eta: 6:15:14 time: 0.6095 data_time: 0.1006 memory: 16132 grad_norm: 2.4490 loss: 2.0640 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.0640 2023/07/21 11:21:19 - mmengine - INFO - Epoch(train) [21][1020/9365] lr: 2.5388e-02 eta: 6:15:01 time: 0.6125 data_time: 0.0841 memory: 16132 grad_norm: 2.4464 loss: 2.0954 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.0954 2023/07/21 11:21:31 - mmengine - INFO - Epoch(train) [21][1040/9365] lr: 2.5361e-02 eta: 6:14:49 time: 0.6144 data_time: 0.0988 memory: 16132 grad_norm: 2.4848 loss: 2.0424 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0424 2023/07/21 11:21:44 - mmengine - INFO - Epoch(train) [21][1060/9365] lr: 2.5334e-02 eta: 6:14:37 time: 0.6316 data_time: 0.0963 memory: 16132 grad_norm: 2.4213 loss: 2.1310 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.1310 2023/07/21 11:21:56 - mmengine - INFO - Epoch(train) [21][1080/9365] lr: 2.5306e-02 eta: 6:14:24 time: 0.6025 data_time: 0.0990 memory: 16132 grad_norm: 2.4585 loss: 2.0500 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 2.0500 2023/07/21 11:22:08 - mmengine - INFO - Epoch(train) [21][1100/9365] lr: 2.5279e-02 eta: 6:14:12 time: 0.5991 data_time: 0.0849 memory: 16132 grad_norm: 2.3904 loss: 2.0390 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 2.0390 2023/07/21 11:22:21 - mmengine - INFO - Epoch(train) [21][1120/9365] lr: 2.5252e-02 eta: 6:14:00 time: 0.6394 data_time: 0.0869 memory: 16132 grad_norm: 2.4356 loss: 2.0686 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.0686 2023/07/21 11:22:33 - mmengine - INFO - Epoch(train) [21][1140/9365] lr: 2.5225e-02 eta: 6:13:47 time: 0.6197 data_time: 0.1112 memory: 16132 grad_norm: 2.4221 loss: 1.9379 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.9379 2023/07/21 11:22:45 - mmengine - INFO - Epoch(train) [21][1160/9365] lr: 2.5198e-02 eta: 6:13:35 time: 0.5969 data_time: 0.0983 memory: 16132 grad_norm: 2.4391 loss: 2.0769 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0769 2023/07/21 11:22:58 - mmengine - INFO - Epoch(train) [21][1180/9365] lr: 2.5171e-02 eta: 6:13:23 time: 0.6230 data_time: 0.0800 memory: 16132 grad_norm: 2.4704 loss: 1.9782 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 1.9782 2023/07/21 11:23:10 - mmengine - INFO - Epoch(train) [21][1200/9365] lr: 2.5143e-02 eta: 6:13:10 time: 0.6175 data_time: 0.0945 memory: 16132 grad_norm: 2.4861 loss: 2.0260 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.0260 2023/07/21 11:23:23 - mmengine - INFO - Epoch(train) [21][1220/9365] lr: 2.5116e-02 eta: 6:12:58 time: 0.6317 data_time: 0.0979 memory: 16132 grad_norm: 2.4444 loss: 2.0468 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0468 2023/07/21 11:23:35 - mmengine - INFO - Epoch(train) [21][1240/9365] lr: 2.5089e-02 eta: 6:12:46 time: 0.6268 data_time: 0.1014 memory: 16132 grad_norm: 2.4186 loss: 1.9950 top1_acc: 0.4062 top5_acc: 0.5312 loss_cls: 1.9950 2023/07/21 11:23:48 - mmengine - INFO - Epoch(train) [21][1260/9365] lr: 2.5062e-02 eta: 6:12:33 time: 0.6351 data_time: 0.0791 memory: 16132 grad_norm: 2.4918 loss: 1.9033 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 1.9033 2023/07/21 11:24:00 - mmengine - INFO - Epoch(train) [21][1280/9365] lr: 2.5035e-02 eta: 6:12:21 time: 0.6094 data_time: 0.1158 memory: 16132 grad_norm: 2.4963 loss: 1.9551 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.9551 2023/07/21 11:24:13 - mmengine - INFO - Epoch(train) [21][1300/9365] lr: 2.5008e-02 eta: 6:12:09 time: 0.6083 data_time: 0.0980 memory: 16132 grad_norm: 2.4883 loss: 2.0145 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.0145 2023/07/21 11:24:25 - mmengine - INFO - Epoch(train) [21][1320/9365] lr: 2.4981e-02 eta: 6:11:56 time: 0.6061 data_time: 0.0988 memory: 16132 grad_norm: 2.4359 loss: 2.0833 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0833 2023/07/21 11:24:38 - mmengine - INFO - Epoch(train) [21][1340/9365] lr: 2.4954e-02 eta: 6:11:44 time: 0.6397 data_time: 0.0843 memory: 16132 grad_norm: 2.4689 loss: 1.9900 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9900 2023/07/21 11:24:50 - mmengine - INFO - Epoch(train) [21][1360/9365] lr: 2.4927e-02 eta: 6:11:32 time: 0.6042 data_time: 0.0953 memory: 16132 grad_norm: 2.4655 loss: 2.0472 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.0472 2023/07/21 11:25:02 - mmengine - INFO - Epoch(train) [21][1380/9365] lr: 2.4900e-02 eta: 6:11:19 time: 0.6131 data_time: 0.0829 memory: 16132 grad_norm: 2.5027 loss: 2.1151 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.1151 2023/07/21 11:25:14 - mmengine - INFO - Epoch(train) [21][1400/9365] lr: 2.4873e-02 eta: 6:11:07 time: 0.6143 data_time: 0.0847 memory: 16132 grad_norm: 2.4452 loss: 2.0280 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0280 2023/07/21 11:25:27 - mmengine - INFO - Epoch(train) [21][1420/9365] lr: 2.4846e-02 eta: 6:10:54 time: 0.6203 data_time: 0.0888 memory: 16132 grad_norm: 2.4297 loss: 2.0064 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.0064 2023/07/21 11:25:39 - mmengine - INFO - Epoch(train) [21][1440/9365] lr: 2.4819e-02 eta: 6:10:42 time: 0.6127 data_time: 0.0809 memory: 16132 grad_norm: 2.4982 loss: 2.0793 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.0793 2023/07/21 11:25:51 - mmengine - INFO - Epoch(train) [21][1460/9365] lr: 2.4792e-02 eta: 6:10:30 time: 0.5957 data_time: 0.0793 memory: 16132 grad_norm: 2.4806 loss: 2.0554 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.0554 2023/07/21 11:26:03 - mmengine - INFO - Epoch(train) [21][1480/9365] lr: 2.4765e-02 eta: 6:10:17 time: 0.6161 data_time: 0.0855 memory: 16132 grad_norm: 2.5317 loss: 2.1017 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1017 2023/07/21 11:26:15 - mmengine - INFO - Epoch(train) [21][1500/9365] lr: 2.4738e-02 eta: 6:10:05 time: 0.5988 data_time: 0.0829 memory: 16132 grad_norm: 2.4603 loss: 1.9565 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 1.9565 2023/07/21 11:26:28 - mmengine - INFO - Epoch(train) [21][1520/9365] lr: 2.4711e-02 eta: 6:09:52 time: 0.6107 data_time: 0.0924 memory: 16132 grad_norm: 2.4794 loss: 1.9978 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 1.9978 2023/07/21 11:26:41 - mmengine - INFO - Epoch(train) [21][1540/9365] lr: 2.4684e-02 eta: 6:09:40 time: 0.6542 data_time: 0.0894 memory: 16132 grad_norm: 2.4388 loss: 1.9578 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9578 2023/07/21 11:26:53 - mmengine - INFO - Epoch(train) [21][1560/9365] lr: 2.4657e-02 eta: 6:09:28 time: 0.5983 data_time: 0.0961 memory: 16132 grad_norm: 2.4641 loss: 1.8787 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.8787 2023/07/21 11:27:05 - mmengine - INFO - Epoch(train) [21][1580/9365] lr: 2.4630e-02 eta: 6:09:15 time: 0.5968 data_time: 0.0777 memory: 16132 grad_norm: 2.4650 loss: 2.1493 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.1493 2023/07/21 11:27:17 - mmengine - INFO - Epoch(train) [21][1600/9365] lr: 2.4603e-02 eta: 6:09:03 time: 0.6186 data_time: 0.0757 memory: 16132 grad_norm: 2.4972 loss: 2.0968 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 2.0968 2023/07/21 11:27:30 - mmengine - INFO - Epoch(train) [21][1620/9365] lr: 2.4576e-02 eta: 6:08:51 time: 0.6159 data_time: 0.0785 memory: 16132 grad_norm: 2.4838 loss: 1.8371 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.8371 2023/07/21 11:27:42 - mmengine - INFO - Epoch(train) [21][1640/9365] lr: 2.4550e-02 eta: 6:08:38 time: 0.6062 data_time: 0.1073 memory: 16132 grad_norm: 2.4619 loss: 2.0546 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.0546 2023/07/21 11:27:54 - mmengine - INFO - Epoch(train) [21][1660/9365] lr: 2.4523e-02 eta: 6:08:26 time: 0.6121 data_time: 0.0773 memory: 16132 grad_norm: 2.4459 loss: 2.0453 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.0453 2023/07/21 11:28:07 - mmengine - INFO - Epoch(train) [21][1680/9365] lr: 2.4496e-02 eta: 6:08:14 time: 0.6400 data_time: 0.1157 memory: 16132 grad_norm: 2.5212 loss: 1.9729 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 1.9729 2023/07/21 11:28:19 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 11:28:19 - mmengine - INFO - Epoch(train) [21][1700/9365] lr: 2.4469e-02 eta: 6:08:01 time: 0.6253 data_time: 0.0967 memory: 16132 grad_norm: 2.4810 loss: 2.0910 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 2.0910 2023/07/21 11:28:31 - mmengine - INFO - Epoch(train) [21][1720/9365] lr: 2.4442e-02 eta: 6:07:49 time: 0.5924 data_time: 0.0834 memory: 16132 grad_norm: 2.4434 loss: 1.9310 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.9310 2023/07/21 11:28:44 - mmengine - INFO - Epoch(train) [21][1740/9365] lr: 2.4416e-02 eta: 6:07:37 time: 0.6294 data_time: 0.0771 memory: 16132 grad_norm: 2.4218 loss: 2.0304 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.0304 2023/07/21 11:28:57 - mmengine - INFO - Epoch(train) [21][1760/9365] lr: 2.4389e-02 eta: 6:07:24 time: 0.6333 data_time: 0.0769 memory: 16132 grad_norm: 2.5465 loss: 1.9562 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.9562 2023/07/21 11:29:09 - mmengine - INFO - Epoch(train) [21][1780/9365] lr: 2.4362e-02 eta: 6:07:12 time: 0.5946 data_time: 0.1034 memory: 16132 grad_norm: 2.4554 loss: 2.0662 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.0662 2023/07/21 11:29:21 - mmengine - INFO - Epoch(train) [21][1800/9365] lr: 2.4335e-02 eta: 6:06:59 time: 0.6094 data_time: 0.0811 memory: 16132 grad_norm: 2.4726 loss: 2.1457 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.1457 2023/07/21 11:29:33 - mmengine - INFO - Epoch(train) [21][1820/9365] lr: 2.4309e-02 eta: 6:06:47 time: 0.6157 data_time: 0.0813 memory: 16132 grad_norm: 2.4974 loss: 2.0946 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.0946 2023/07/21 11:29:46 - mmengine - INFO - Epoch(train) [21][1840/9365] lr: 2.4282e-02 eta: 6:06:35 time: 0.6337 data_time: 0.0939 memory: 16132 grad_norm: 2.3717 loss: 1.8109 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.8109 2023/07/21 11:29:58 - mmengine - INFO - Epoch(train) [21][1860/9365] lr: 2.4255e-02 eta: 6:06:22 time: 0.6138 data_time: 0.0857 memory: 16132 grad_norm: 2.4795 loss: 1.9999 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.9999 2023/07/21 11:30:10 - mmengine - INFO - Epoch(train) [21][1880/9365] lr: 2.4229e-02 eta: 6:06:10 time: 0.5960 data_time: 0.1030 memory: 16132 grad_norm: 2.5305 loss: 1.9474 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.9474 2023/07/21 11:30:23 - mmengine - INFO - Epoch(train) [21][1900/9365] lr: 2.4202e-02 eta: 6:05:58 time: 0.6268 data_time: 0.0999 memory: 16132 grad_norm: 2.4867 loss: 2.1169 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.1169 2023/07/21 11:30:35 - mmengine - INFO - Epoch(train) [21][1920/9365] lr: 2.4175e-02 eta: 6:05:45 time: 0.6025 data_time: 0.0830 memory: 16132 grad_norm: 2.5025 loss: 2.0469 top1_acc: 0.3750 top5_acc: 0.5938 loss_cls: 2.0469 2023/07/21 11:30:47 - mmengine - INFO - Epoch(train) [21][1940/9365] lr: 2.4149e-02 eta: 6:05:33 time: 0.6055 data_time: 0.0783 memory: 16132 grad_norm: 2.5339 loss: 1.8985 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8985 2023/07/21 11:31:00 - mmengine - INFO - Epoch(train) [21][1960/9365] lr: 2.4122e-02 eta: 6:05:20 time: 0.6290 data_time: 0.0860 memory: 16132 grad_norm: 2.4259 loss: 1.9978 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 1.9978 2023/07/21 11:31:12 - mmengine - INFO - Epoch(train) [21][1980/9365] lr: 2.4095e-02 eta: 6:05:08 time: 0.6197 data_time: 0.0869 memory: 16132 grad_norm: 2.4720 loss: 2.0581 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0581 2023/07/21 11:31:24 - mmengine - INFO - Epoch(train) [21][2000/9365] lr: 2.4069e-02 eta: 6:04:56 time: 0.6108 data_time: 0.1147 memory: 16132 grad_norm: 2.4858 loss: 2.0581 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.0581 2023/07/21 11:31:36 - mmengine - INFO - Epoch(train) [21][2020/9365] lr: 2.4042e-02 eta: 6:04:43 time: 0.5983 data_time: 0.0800 memory: 16132 grad_norm: 2.5076 loss: 2.0656 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.0656 2023/07/21 11:31:48 - mmengine - INFO - Epoch(train) [21][2040/9365] lr: 2.4016e-02 eta: 6:04:31 time: 0.5981 data_time: 0.0866 memory: 16132 grad_norm: 2.5382 loss: 2.0819 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0819 2023/07/21 11:32:01 - mmengine - INFO - Epoch(train) [21][2060/9365] lr: 2.3989e-02 eta: 6:04:19 time: 0.6300 data_time: 0.1046 memory: 16132 grad_norm: 2.4725 loss: 1.9300 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 1.9300 2023/07/21 11:32:13 - mmengine - INFO - Epoch(train) [21][2080/9365] lr: 2.3963e-02 eta: 6:04:06 time: 0.6205 data_time: 0.0866 memory: 16132 grad_norm: 2.4840 loss: 1.9860 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 1.9860 2023/07/21 11:32:26 - mmengine - INFO - Epoch(train) [21][2100/9365] lr: 2.3936e-02 eta: 6:03:54 time: 0.6130 data_time: 0.0918 memory: 16132 grad_norm: 2.4477 loss: 2.0008 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.0008 2023/07/21 11:32:37 - mmengine - INFO - Epoch(train) [21][2120/9365] lr: 2.3909e-02 eta: 6:03:41 time: 0.5864 data_time: 0.0749 memory: 16132 grad_norm: 2.5100 loss: 2.0586 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.0586 2023/07/21 11:32:50 - mmengine - INFO - Epoch(train) [21][2140/9365] lr: 2.3883e-02 eta: 6:03:29 time: 0.6231 data_time: 0.0816 memory: 16132 grad_norm: 2.5075 loss: 1.9657 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9657 2023/07/21 11:33:02 - mmengine - INFO - Epoch(train) [21][2160/9365] lr: 2.3856e-02 eta: 6:03:17 time: 0.6017 data_time: 0.0891 memory: 16132 grad_norm: 2.4835 loss: 2.0148 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0148 2023/07/21 11:33:14 - mmengine - INFO - Epoch(train) [21][2180/9365] lr: 2.3830e-02 eta: 6:03:04 time: 0.6084 data_time: 0.0869 memory: 16132 grad_norm: 2.4633 loss: 2.0366 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.0366 2023/07/21 11:33:27 - mmengine - INFO - Epoch(train) [21][2200/9365] lr: 2.3804e-02 eta: 6:02:52 time: 0.6186 data_time: 0.0846 memory: 16132 grad_norm: 2.4859 loss: 2.0047 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0047 2023/07/21 11:33:39 - mmengine - INFO - Epoch(train) [21][2220/9365] lr: 2.3777e-02 eta: 6:02:39 time: 0.6183 data_time: 0.0875 memory: 16132 grad_norm: 2.5128 loss: 2.0814 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 2.0814 2023/07/21 11:33:51 - mmengine - INFO - Epoch(train) [21][2240/9365] lr: 2.3751e-02 eta: 6:02:27 time: 0.6189 data_time: 0.0883 memory: 16132 grad_norm: 2.5003 loss: 1.9729 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.9729 2023/07/21 11:34:04 - mmengine - INFO - Epoch(train) [21][2260/9365] lr: 2.3724e-02 eta: 6:02:15 time: 0.6190 data_time: 0.0814 memory: 16132 grad_norm: 2.4801 loss: 2.0385 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0385 2023/07/21 11:34:16 - mmengine - INFO - Epoch(train) [21][2280/9365] lr: 2.3698e-02 eta: 6:02:03 time: 0.6314 data_time: 0.0860 memory: 16132 grad_norm: 2.4704 loss: 1.8723 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.8723 2023/07/21 11:34:29 - mmengine - INFO - Epoch(train) [21][2300/9365] lr: 2.3671e-02 eta: 6:01:50 time: 0.6128 data_time: 0.1043 memory: 16132 grad_norm: 2.4829 loss: 1.9756 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 1.9756 2023/07/21 11:34:41 - mmengine - INFO - Epoch(train) [21][2320/9365] lr: 2.3645e-02 eta: 6:01:38 time: 0.6113 data_time: 0.1008 memory: 16132 grad_norm: 2.4740 loss: 2.0881 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 2.0881 2023/07/21 11:34:54 - mmengine - INFO - Epoch(train) [21][2340/9365] lr: 2.3619e-02 eta: 6:01:26 time: 0.6349 data_time: 0.0851 memory: 16132 grad_norm: 2.5371 loss: 2.1108 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.1108 2023/07/21 11:35:06 - mmengine - INFO - Epoch(train) [21][2360/9365] lr: 2.3592e-02 eta: 6:01:13 time: 0.6320 data_time: 0.0822 memory: 16132 grad_norm: 2.4659 loss: 2.0365 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.0365 2023/07/21 11:35:18 - mmengine - INFO - Epoch(train) [21][2380/9365] lr: 2.3566e-02 eta: 6:01:01 time: 0.5986 data_time: 0.0898 memory: 16132 grad_norm: 2.4983 loss: 2.0264 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.0264 2023/07/21 11:35:31 - mmengine - INFO - Epoch(train) [21][2400/9365] lr: 2.3540e-02 eta: 6:00:49 time: 0.6334 data_time: 0.0916 memory: 16132 grad_norm: 2.5048 loss: 1.9864 top1_acc: 0.5312 top5_acc: 0.6250 loss_cls: 1.9864 2023/07/21 11:35:43 - mmengine - INFO - Epoch(train) [21][2420/9365] lr: 2.3513e-02 eta: 6:00:36 time: 0.6127 data_time: 0.0819 memory: 16132 grad_norm: 2.4957 loss: 1.9585 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.9585 2023/07/21 11:35:55 - mmengine - INFO - Epoch(train) [21][2440/9365] lr: 2.3487e-02 eta: 6:00:24 time: 0.5821 data_time: 0.0866 memory: 16132 grad_norm: 2.5422 loss: 2.0747 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0747 2023/07/21 11:36:07 - mmengine - INFO - Epoch(train) [21][2460/9365] lr: 2.3461e-02 eta: 6:00:11 time: 0.6046 data_time: 0.0796 memory: 16132 grad_norm: 2.4854 loss: 1.9356 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.9356 2023/07/21 11:36:20 - mmengine - INFO - Epoch(train) [21][2480/9365] lr: 2.3435e-02 eta: 5:59:59 time: 0.6234 data_time: 0.1095 memory: 16132 grad_norm: 2.4939 loss: 2.0803 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.0803 2023/07/21 11:36:33 - mmengine - INFO - Epoch(train) [21][2500/9365] lr: 2.3408e-02 eta: 5:59:47 time: 0.6388 data_time: 0.0829 memory: 16132 grad_norm: 2.5016 loss: 1.9110 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9110 2023/07/21 11:36:44 - mmengine - INFO - Epoch(train) [21][2520/9365] lr: 2.3382e-02 eta: 5:59:34 time: 0.5858 data_time: 0.0878 memory: 16132 grad_norm: 2.4382 loss: 1.9569 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.9569 2023/07/21 11:36:57 - mmengine - INFO - Epoch(train) [21][2540/9365] lr: 2.3356e-02 eta: 5:59:22 time: 0.6256 data_time: 0.0791 memory: 16132 grad_norm: 2.4789 loss: 1.8947 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 1.8947 2023/07/21 11:37:09 - mmengine - INFO - Epoch(train) [21][2560/9365] lr: 2.3330e-02 eta: 5:59:09 time: 0.6131 data_time: 0.1060 memory: 16132 grad_norm: 2.4969 loss: 2.0515 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0515 2023/07/21 11:37:22 - mmengine - INFO - Epoch(train) [21][2580/9365] lr: 2.3303e-02 eta: 5:58:57 time: 0.6179 data_time: 0.0943 memory: 16132 grad_norm: 2.4462 loss: 1.8697 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.8697 2023/07/21 11:37:34 - mmengine - INFO - Epoch(train) [21][2600/9365] lr: 2.3277e-02 eta: 5:58:45 time: 0.6215 data_time: 0.0952 memory: 16132 grad_norm: 2.4748 loss: 2.0030 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.0030 2023/07/21 11:37:47 - mmengine - INFO - Epoch(train) [21][2620/9365] lr: 2.3251e-02 eta: 5:58:32 time: 0.6287 data_time: 0.0899 memory: 16132 grad_norm: 2.5021 loss: 2.1120 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.1120 2023/07/21 11:37:59 - mmengine - INFO - Epoch(train) [21][2640/9365] lr: 2.3225e-02 eta: 5:58:20 time: 0.6142 data_time: 0.0806 memory: 16132 grad_norm: 2.5038 loss: 2.1806 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.1806 2023/07/21 11:38:12 - mmengine - INFO - Epoch(train) [21][2660/9365] lr: 2.3199e-02 eta: 5:58:08 time: 0.6388 data_time: 0.0981 memory: 16132 grad_norm: 2.5530 loss: 2.0500 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.0500 2023/07/21 11:38:24 - mmengine - INFO - Epoch(train) [21][2680/9365] lr: 2.3173e-02 eta: 5:57:56 time: 0.6261 data_time: 0.1109 memory: 16132 grad_norm: 2.5032 loss: 2.0669 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.0669 2023/07/21 11:38:37 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 11:38:37 - mmengine - INFO - Epoch(train) [21][2700/9365] lr: 2.3147e-02 eta: 5:57:43 time: 0.6123 data_time: 0.0923 memory: 16132 grad_norm: 2.4721 loss: 2.1918 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 2.1918 2023/07/21 11:38:49 - mmengine - INFO - Epoch(train) [21][2720/9365] lr: 2.3120e-02 eta: 5:57:31 time: 0.6293 data_time: 0.1197 memory: 16132 grad_norm: 2.5024 loss: 1.8754 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.8754 2023/07/21 11:39:02 - mmengine - INFO - Epoch(train) [21][2740/9365] lr: 2.3094e-02 eta: 5:57:19 time: 0.6117 data_time: 0.1360 memory: 16132 grad_norm: 2.4915 loss: 2.0594 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.0594 2023/07/21 11:39:14 - mmengine - INFO - Epoch(train) [21][2760/9365] lr: 2.3068e-02 eta: 5:57:06 time: 0.6396 data_time: 0.1194 memory: 16132 grad_norm: 2.4793 loss: 2.0623 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0623 2023/07/21 11:39:27 - mmengine - INFO - Epoch(train) [21][2780/9365] lr: 2.3042e-02 eta: 5:56:54 time: 0.6093 data_time: 0.0965 memory: 16132 grad_norm: 2.5020 loss: 2.0093 top1_acc: 0.3438 top5_acc: 0.6250 loss_cls: 2.0093 2023/07/21 11:39:39 - mmengine - INFO - Epoch(train) [21][2800/9365] lr: 2.3016e-02 eta: 5:56:42 time: 0.6186 data_time: 0.0778 memory: 16132 grad_norm: 2.5296 loss: 1.9233 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 1.9233 2023/07/21 11:39:51 - mmengine - INFO - Epoch(train) [21][2820/9365] lr: 2.2990e-02 eta: 5:56:29 time: 0.6096 data_time: 0.0903 memory: 16132 grad_norm: 2.5375 loss: 1.9879 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9879 2023/07/21 11:40:04 - mmengine - INFO - Epoch(train) [21][2840/9365] lr: 2.2964e-02 eta: 5:56:17 time: 0.6225 data_time: 0.0845 memory: 16132 grad_norm: 2.5490 loss: 2.0550 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 2.0550 2023/07/21 11:40:16 - mmengine - INFO - Epoch(train) [21][2860/9365] lr: 2.2938e-02 eta: 5:56:04 time: 0.6101 data_time: 0.0843 memory: 16132 grad_norm: 2.5124 loss: 1.9362 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9362 2023/07/21 11:40:28 - mmengine - INFO - Epoch(train) [21][2880/9365] lr: 2.2912e-02 eta: 5:55:52 time: 0.5954 data_time: 0.0783 memory: 16132 grad_norm: 2.5149 loss: 2.0064 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.0064 2023/07/21 11:40:40 - mmengine - INFO - Epoch(train) [21][2900/9365] lr: 2.2886e-02 eta: 5:55:40 time: 0.6057 data_time: 0.0935 memory: 16132 grad_norm: 2.5253 loss: 1.9971 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9971 2023/07/21 11:40:53 - mmengine - INFO - Epoch(train) [21][2920/9365] lr: 2.2860e-02 eta: 5:55:27 time: 0.6567 data_time: 0.0865 memory: 16132 grad_norm: 2.4993 loss: 2.0466 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.0466 2023/07/21 11:41:05 - mmengine - INFO - Epoch(train) [21][2940/9365] lr: 2.2834e-02 eta: 5:55:15 time: 0.5945 data_time: 0.0906 memory: 16132 grad_norm: 2.4993 loss: 1.9845 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.9845 2023/07/21 11:41:18 - mmengine - INFO - Epoch(train) [21][2960/9365] lr: 2.2808e-02 eta: 5:55:03 time: 0.6410 data_time: 0.0845 memory: 16132 grad_norm: 2.5376 loss: 2.0993 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 2.0993 2023/07/21 11:41:30 - mmengine - INFO - Epoch(train) [21][2980/9365] lr: 2.2782e-02 eta: 5:54:50 time: 0.6117 data_time: 0.0878 memory: 16132 grad_norm: 2.5491 loss: 2.1471 top1_acc: 0.3438 top5_acc: 0.6562 loss_cls: 2.1471 2023/07/21 11:41:42 - mmengine - INFO - Epoch(train) [21][3000/9365] lr: 2.2756e-02 eta: 5:54:38 time: 0.6001 data_time: 0.0933 memory: 16132 grad_norm: 2.5206 loss: 1.9970 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.9970 2023/07/21 11:41:55 - mmengine - INFO - Epoch(train) [21][3020/9365] lr: 2.2731e-02 eta: 5:54:26 time: 0.6336 data_time: 0.1155 memory: 16132 grad_norm: 2.4773 loss: 2.0071 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 2.0071 2023/07/21 11:42:08 - mmengine - INFO - Epoch(train) [21][3040/9365] lr: 2.2705e-02 eta: 5:54:13 time: 0.6312 data_time: 0.1154 memory: 16132 grad_norm: 2.5360 loss: 2.0983 top1_acc: 0.5938 top5_acc: 0.6562 loss_cls: 2.0983 2023/07/21 11:42:20 - mmengine - INFO - Epoch(train) [21][3060/9365] lr: 2.2679e-02 eta: 5:54:01 time: 0.6086 data_time: 0.0894 memory: 16132 grad_norm: 2.5891 loss: 1.9969 top1_acc: 0.3438 top5_acc: 0.7188 loss_cls: 1.9969 2023/07/21 11:42:32 - mmengine - INFO - Epoch(train) [21][3080/9365] lr: 2.2653e-02 eta: 5:53:49 time: 0.5938 data_time: 0.0912 memory: 16132 grad_norm: 2.5319 loss: 2.0581 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.0581 2023/07/21 11:42:44 - mmengine - INFO - Epoch(train) [21][3100/9365] lr: 2.2627e-02 eta: 5:53:36 time: 0.6190 data_time: 0.0862 memory: 16132 grad_norm: 2.5265 loss: 1.9784 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 1.9784 2023/07/21 11:42:56 - mmengine - INFO - Epoch(train) [21][3120/9365] lr: 2.2601e-02 eta: 5:53:24 time: 0.5929 data_time: 0.0801 memory: 16132 grad_norm: 2.5399 loss: 2.1230 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.1230 2023/07/21 11:43:09 - mmengine - INFO - Epoch(train) [21][3140/9365] lr: 2.2575e-02 eta: 5:53:11 time: 0.6332 data_time: 0.0946 memory: 16132 grad_norm: 2.5606 loss: 1.9837 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.9837 2023/07/21 11:43:21 - mmengine - INFO - Epoch(train) [21][3160/9365] lr: 2.2550e-02 eta: 5:52:59 time: 0.6018 data_time: 0.0856 memory: 16132 grad_norm: 2.4980 loss: 2.0613 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.0613 2023/07/21 11:43:33 - mmengine - INFO - Epoch(train) [21][3180/9365] lr: 2.2524e-02 eta: 5:52:47 time: 0.6192 data_time: 0.0881 memory: 16132 grad_norm: 2.5623 loss: 2.0775 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.0775 2023/07/21 11:43:45 - mmengine - INFO - Epoch(train) [21][3200/9365] lr: 2.2498e-02 eta: 5:52:34 time: 0.5980 data_time: 0.0801 memory: 16132 grad_norm: 2.5299 loss: 1.9824 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.9824 2023/07/21 11:43:57 - mmengine - INFO - Epoch(train) [21][3220/9365] lr: 2.2472e-02 eta: 5:52:22 time: 0.5887 data_time: 0.0848 memory: 16132 grad_norm: 2.5097 loss: 1.9098 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 1.9098 2023/07/21 11:44:10 - mmengine - INFO - Epoch(train) [21][3240/9365] lr: 2.2447e-02 eta: 5:52:09 time: 0.6200 data_time: 0.1316 memory: 16132 grad_norm: 2.5000 loss: 2.0020 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0020 2023/07/21 11:44:22 - mmengine - INFO - Epoch(train) [21][3260/9365] lr: 2.2421e-02 eta: 5:51:57 time: 0.6176 data_time: 0.1246 memory: 16132 grad_norm: 2.5377 loss: 1.9123 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.9123 2023/07/21 11:44:35 - mmengine - INFO - Epoch(train) [21][3280/9365] lr: 2.2395e-02 eta: 5:51:45 time: 0.6313 data_time: 0.0849 memory: 16132 grad_norm: 2.5459 loss: 1.9371 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 1.9371 2023/07/21 11:44:47 - mmengine - INFO - Epoch(train) [21][3300/9365] lr: 2.2369e-02 eta: 5:51:32 time: 0.5986 data_time: 0.0765 memory: 16132 grad_norm: 2.5490 loss: 2.0114 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0114 2023/07/21 11:44:59 - mmengine - INFO - Epoch(train) [21][3320/9365] lr: 2.2344e-02 eta: 5:51:20 time: 0.6357 data_time: 0.1161 memory: 16132 grad_norm: 2.5926 loss: 2.0743 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.0743 2023/07/21 11:45:12 - mmengine - INFO - Epoch(train) [21][3340/9365] lr: 2.2318e-02 eta: 5:51:08 time: 0.6203 data_time: 0.1181 memory: 16132 grad_norm: 2.5545 loss: 2.0615 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.0615 2023/07/21 11:45:24 - mmengine - INFO - Epoch(train) [21][3360/9365] lr: 2.2292e-02 eta: 5:50:55 time: 0.6235 data_time: 0.0904 memory: 16132 grad_norm: 2.4895 loss: 1.9696 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.9696 2023/07/21 11:45:37 - mmengine - INFO - Epoch(train) [21][3380/9365] lr: 2.2267e-02 eta: 5:50:43 time: 0.6295 data_time: 0.0845 memory: 16132 grad_norm: 2.5092 loss: 1.9908 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9908 2023/07/21 11:45:49 - mmengine - INFO - Epoch(train) [21][3400/9365] lr: 2.2241e-02 eta: 5:50:31 time: 0.6016 data_time: 0.1084 memory: 16132 grad_norm: 2.5415 loss: 1.9166 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 1.9166 2023/07/21 11:46:02 - mmengine - INFO - Epoch(train) [21][3420/9365] lr: 2.2216e-02 eta: 5:50:18 time: 0.6289 data_time: 0.0800 memory: 16132 grad_norm: 2.5367 loss: 2.0431 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.0431 2023/07/21 11:46:14 - mmengine - INFO - Epoch(train) [21][3440/9365] lr: 2.2190e-02 eta: 5:50:06 time: 0.6046 data_time: 0.0824 memory: 16132 grad_norm: 2.5376 loss: 1.8822 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.8822 2023/07/21 11:46:26 - mmengine - INFO - Epoch(train) [21][3460/9365] lr: 2.2164e-02 eta: 5:49:53 time: 0.5866 data_time: 0.0747 memory: 16132 grad_norm: 2.5515 loss: 1.9808 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9808 2023/07/21 11:46:38 - mmengine - INFO - Epoch(train) [21][3480/9365] lr: 2.2139e-02 eta: 5:49:41 time: 0.6182 data_time: 0.0829 memory: 16132 grad_norm: 2.5188 loss: 2.0295 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.0295 2023/07/21 11:46:51 - mmengine - INFO - Epoch(train) [21][3500/9365] lr: 2.2113e-02 eta: 5:49:29 time: 0.6277 data_time: 0.0729 memory: 16132 grad_norm: 2.5425 loss: 1.9010 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.9010 2023/07/21 11:47:03 - mmengine - INFO - Epoch(train) [21][3520/9365] lr: 2.2088e-02 eta: 5:49:16 time: 0.6113 data_time: 0.0848 memory: 16132 grad_norm: 2.5652 loss: 1.9558 top1_acc: 0.5312 top5_acc: 0.6250 loss_cls: 1.9558 2023/07/21 11:47:15 - mmengine - INFO - Epoch(train) [21][3540/9365] lr: 2.2062e-02 eta: 5:49:04 time: 0.6091 data_time: 0.0780 memory: 16132 grad_norm: 2.5505 loss: 2.0302 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.0302 2023/07/21 11:47:28 - mmengine - INFO - Epoch(train) [21][3560/9365] lr: 2.2037e-02 eta: 5:48:52 time: 0.6322 data_time: 0.1099 memory: 16132 grad_norm: 2.5767 loss: 2.0877 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0877 2023/07/21 11:47:40 - mmengine - INFO - Epoch(train) [21][3580/9365] lr: 2.2011e-02 eta: 5:48:39 time: 0.6001 data_time: 0.0810 memory: 16132 grad_norm: 2.4986 loss: 1.9543 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9543 2023/07/21 11:47:52 - mmengine - INFO - Epoch(train) [21][3600/9365] lr: 2.1986e-02 eta: 5:48:27 time: 0.6183 data_time: 0.0901 memory: 16132 grad_norm: 2.5546 loss: 1.9034 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 1.9034 2023/07/21 11:48:04 - mmengine - INFO - Epoch(train) [21][3620/9365] lr: 2.1960e-02 eta: 5:48:14 time: 0.5989 data_time: 0.0980 memory: 16132 grad_norm: 2.5917 loss: 2.0670 top1_acc: 0.5938 top5_acc: 0.6875 loss_cls: 2.0670 2023/07/21 11:48:17 - mmengine - INFO - Epoch(train) [21][3640/9365] lr: 2.1935e-02 eta: 5:48:02 time: 0.6163 data_time: 0.0812 memory: 16132 grad_norm: 2.5264 loss: 1.9133 top1_acc: 0.2812 top5_acc: 0.8125 loss_cls: 1.9133 2023/07/21 11:48:28 - mmengine - INFO - Epoch(train) [21][3660/9365] lr: 2.1909e-02 eta: 5:47:50 time: 0.5899 data_time: 0.0997 memory: 16132 grad_norm: 2.5407 loss: 1.9829 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.9829 2023/07/21 11:48:41 - mmengine - INFO - Epoch(train) [21][3680/9365] lr: 2.1884e-02 eta: 5:47:37 time: 0.6150 data_time: 0.1015 memory: 16132 grad_norm: 2.5297 loss: 1.9716 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 1.9716 2023/07/21 11:48:53 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 11:48:53 - mmengine - INFO - Epoch(train) [21][3700/9365] lr: 2.1858e-02 eta: 5:47:25 time: 0.5926 data_time: 0.0846 memory: 16132 grad_norm: 2.4920 loss: 1.9370 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9370 2023/07/21 11:49:05 - mmengine - INFO - Epoch(train) [21][3720/9365] lr: 2.1833e-02 eta: 5:47:12 time: 0.6064 data_time: 0.0900 memory: 16132 grad_norm: 2.5226 loss: 2.0310 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.0310 2023/07/21 11:49:17 - mmengine - INFO - Epoch(train) [21][3740/9365] lr: 2.1808e-02 eta: 5:47:00 time: 0.6117 data_time: 0.0787 memory: 16132 grad_norm: 2.6198 loss: 1.9649 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.9649 2023/07/21 11:49:29 - mmengine - INFO - Epoch(train) [21][3760/9365] lr: 2.1782e-02 eta: 5:46:48 time: 0.5901 data_time: 0.0832 memory: 16132 grad_norm: 2.5528 loss: 2.0302 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.0302 2023/07/21 11:49:41 - mmengine - INFO - Epoch(train) [21][3780/9365] lr: 2.1757e-02 eta: 5:46:35 time: 0.5904 data_time: 0.0942 memory: 16132 grad_norm: 2.5865 loss: 2.1941 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.1941 2023/07/21 11:49:53 - mmengine - INFO - Epoch(train) [21][3800/9365] lr: 2.1731e-02 eta: 5:46:23 time: 0.6198 data_time: 0.0926 memory: 16132 grad_norm: 2.5641 loss: 2.1116 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.1116 2023/07/21 11:50:05 - mmengine - INFO - Epoch(train) [21][3820/9365] lr: 2.1706e-02 eta: 5:46:10 time: 0.6050 data_time: 0.1005 memory: 16132 grad_norm: 2.5556 loss: 1.9097 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9097 2023/07/21 11:50:19 - mmengine - INFO - Epoch(train) [21][3840/9365] lr: 2.1681e-02 eta: 5:45:58 time: 0.6548 data_time: 0.0992 memory: 16132 grad_norm: 2.5550 loss: 1.9882 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 1.9882 2023/07/21 11:50:31 - mmengine - INFO - Epoch(train) [21][3860/9365] lr: 2.1656e-02 eta: 5:45:46 time: 0.6071 data_time: 0.1145 memory: 16132 grad_norm: 2.5896 loss: 2.0994 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.0994 2023/07/21 11:50:43 - mmengine - INFO - Epoch(train) [21][3880/9365] lr: 2.1630e-02 eta: 5:45:33 time: 0.6101 data_time: 0.0971 memory: 16132 grad_norm: 2.5822 loss: 2.0856 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 2.0856 2023/07/21 11:50:55 - mmengine - INFO - Epoch(train) [21][3900/9365] lr: 2.1605e-02 eta: 5:45:21 time: 0.6204 data_time: 0.1128 memory: 16132 grad_norm: 2.5550 loss: 2.1578 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 2.1578 2023/07/21 11:51:08 - mmengine - INFO - Epoch(train) [21][3920/9365] lr: 2.1580e-02 eta: 5:45:09 time: 0.6036 data_time: 0.0758 memory: 16132 grad_norm: 2.5164 loss: 2.0530 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 2.0530 2023/07/21 11:51:20 - mmengine - INFO - Epoch(train) [21][3940/9365] lr: 2.1554e-02 eta: 5:44:56 time: 0.6061 data_time: 0.0775 memory: 16132 grad_norm: 2.5706 loss: 2.0396 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0396 2023/07/21 11:51:32 - mmengine - INFO - Epoch(train) [21][3960/9365] lr: 2.1529e-02 eta: 5:44:44 time: 0.6157 data_time: 0.0774 memory: 16132 grad_norm: 2.5741 loss: 2.1080 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.1080 2023/07/21 11:51:45 - mmengine - INFO - Epoch(train) [21][3980/9365] lr: 2.1504e-02 eta: 5:44:32 time: 0.6316 data_time: 0.1077 memory: 16132 grad_norm: 2.5488 loss: 1.8200 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.8200 2023/07/21 11:51:57 - mmengine - INFO - Epoch(train) [21][4000/9365] lr: 2.1479e-02 eta: 5:44:19 time: 0.6271 data_time: 0.0904 memory: 16132 grad_norm: 2.5814 loss: 2.0530 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.0530 2023/07/21 11:52:09 - mmengine - INFO - Epoch(train) [21][4020/9365] lr: 2.1454e-02 eta: 5:44:07 time: 0.5936 data_time: 0.0759 memory: 16132 grad_norm: 2.5969 loss: 2.0663 top1_acc: 0.3438 top5_acc: 0.5625 loss_cls: 2.0663 2023/07/21 11:52:22 - mmengine - INFO - Epoch(train) [21][4040/9365] lr: 2.1428e-02 eta: 5:43:54 time: 0.6219 data_time: 0.0777 memory: 16132 grad_norm: 2.5917 loss: 2.1291 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 2.1291 2023/07/21 11:52:34 - mmengine - INFO - Epoch(train) [21][4060/9365] lr: 2.1403e-02 eta: 5:43:42 time: 0.5912 data_time: 0.1039 memory: 16132 grad_norm: 2.5765 loss: 2.0816 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0816 2023/07/21 11:52:46 - mmengine - INFO - Epoch(train) [21][4080/9365] lr: 2.1378e-02 eta: 5:43:30 time: 0.6297 data_time: 0.0735 memory: 16132 grad_norm: 2.5474 loss: 2.0380 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.0380 2023/07/21 11:52:58 - mmengine - INFO - Epoch(train) [21][4100/9365] lr: 2.1353e-02 eta: 5:43:17 time: 0.5939 data_time: 0.0836 memory: 16132 grad_norm: 2.5948 loss: 1.9164 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 1.9164 2023/07/21 11:53:10 - mmengine - INFO - Epoch(train) [21][4120/9365] lr: 2.1328e-02 eta: 5:43:05 time: 0.6096 data_time: 0.0778 memory: 16132 grad_norm: 2.5635 loss: 1.9576 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.9576 2023/07/21 11:53:22 - mmengine - INFO - Epoch(train) [21][4140/9365] lr: 2.1303e-02 eta: 5:42:52 time: 0.6065 data_time: 0.0859 memory: 16132 grad_norm: 2.5578 loss: 1.9188 top1_acc: 0.4062 top5_acc: 0.8125 loss_cls: 1.9188 2023/07/21 11:53:35 - mmengine - INFO - Epoch(train) [21][4160/9365] lr: 2.1278e-02 eta: 5:42:40 time: 0.6232 data_time: 0.0803 memory: 16132 grad_norm: 2.5776 loss: 1.9679 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 1.9679 2023/07/21 11:53:47 - mmengine - INFO - Epoch(train) [21][4180/9365] lr: 2.1252e-02 eta: 5:42:28 time: 0.6209 data_time: 0.0747 memory: 16132 grad_norm: 2.5771 loss: 1.9774 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9774 2023/07/21 11:54:00 - mmengine - INFO - Epoch(train) [21][4200/9365] lr: 2.1227e-02 eta: 5:42:15 time: 0.6043 data_time: 0.0793 memory: 16132 grad_norm: 2.5582 loss: 2.0363 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.0363 2023/07/21 11:54:11 - mmengine - INFO - Epoch(train) [21][4220/9365] lr: 2.1202e-02 eta: 5:42:03 time: 0.5919 data_time: 0.0801 memory: 16132 grad_norm: 2.5757 loss: 2.0251 top1_acc: 0.7188 top5_acc: 0.8125 loss_cls: 2.0251 2023/07/21 11:54:24 - mmengine - INFO - Epoch(train) [21][4240/9365] lr: 2.1177e-02 eta: 5:41:51 time: 0.6312 data_time: 0.0995 memory: 16132 grad_norm: 2.5362 loss: 1.9425 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9425 2023/07/21 11:54:36 - mmengine - INFO - Epoch(train) [21][4260/9365] lr: 2.1152e-02 eta: 5:41:38 time: 0.5973 data_time: 0.0800 memory: 16132 grad_norm: 2.6279 loss: 1.9642 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9642 2023/07/21 11:54:49 - mmengine - INFO - Epoch(train) [21][4280/9365] lr: 2.1127e-02 eta: 5:41:26 time: 0.6191 data_time: 0.0878 memory: 16132 grad_norm: 2.5282 loss: 1.9712 top1_acc: 0.7188 top5_acc: 0.8125 loss_cls: 1.9712 2023/07/21 11:55:01 - mmengine - INFO - Epoch(train) [21][4300/9365] lr: 2.1102e-02 eta: 5:41:13 time: 0.6059 data_time: 0.0834 memory: 16132 grad_norm: 2.5809 loss: 2.0222 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0222 2023/07/21 11:55:13 - mmengine - INFO - Epoch(train) [21][4320/9365] lr: 2.1077e-02 eta: 5:41:01 time: 0.6035 data_time: 0.1038 memory: 16132 grad_norm: 2.5371 loss: 1.9156 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.9156 2023/07/21 11:55:25 - mmengine - INFO - Epoch(train) [21][4340/9365] lr: 2.1052e-02 eta: 5:40:49 time: 0.6146 data_time: 0.0841 memory: 16132 grad_norm: 2.6186 loss: 1.9982 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.9982 2023/07/21 11:55:37 - mmengine - INFO - Epoch(train) [21][4360/9365] lr: 2.1027e-02 eta: 5:40:36 time: 0.6047 data_time: 0.0828 memory: 16132 grad_norm: 2.5467 loss: 1.9000 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.9000 2023/07/21 11:55:49 - mmengine - INFO - Epoch(train) [21][4380/9365] lr: 2.1002e-02 eta: 5:40:24 time: 0.5984 data_time: 0.0860 memory: 16132 grad_norm: 2.5892 loss: 2.1024 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 2.1024 2023/07/21 11:56:01 - mmengine - INFO - Epoch(train) [21][4400/9365] lr: 2.0977e-02 eta: 5:40:11 time: 0.6015 data_time: 0.0748 memory: 16132 grad_norm: 2.6146 loss: 1.9988 top1_acc: 0.5938 top5_acc: 0.6875 loss_cls: 1.9988 2023/07/21 11:56:14 - mmengine - INFO - Epoch(train) [21][4420/9365] lr: 2.0952e-02 eta: 5:39:59 time: 0.6343 data_time: 0.0840 memory: 16132 grad_norm: 2.6147 loss: 2.0371 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.0371 2023/07/21 11:56:26 - mmengine - INFO - Epoch(train) [21][4440/9365] lr: 2.0928e-02 eta: 5:39:47 time: 0.6149 data_time: 0.0914 memory: 16132 grad_norm: 2.6293 loss: 1.9847 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.9847 2023/07/21 11:56:39 - mmengine - INFO - Epoch(train) [21][4460/9365] lr: 2.0903e-02 eta: 5:39:34 time: 0.6048 data_time: 0.0861 memory: 16132 grad_norm: 2.6190 loss: 1.8201 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.8201 2023/07/21 11:56:51 - mmengine - INFO - Epoch(train) [21][4480/9365] lr: 2.0878e-02 eta: 5:39:22 time: 0.6090 data_time: 0.0755 memory: 16132 grad_norm: 2.5791 loss: 2.0231 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0231 2023/07/21 11:57:03 - mmengine - INFO - Epoch(train) [21][4500/9365] lr: 2.0853e-02 eta: 5:39:09 time: 0.6152 data_time: 0.0933 memory: 16132 grad_norm: 2.6429 loss: 1.8500 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.8500 2023/07/21 11:57:15 - mmengine - INFO - Epoch(train) [21][4520/9365] lr: 2.0828e-02 eta: 5:38:57 time: 0.6169 data_time: 0.0807 memory: 16132 grad_norm: 2.6156 loss: 1.9249 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.9249 2023/07/21 11:57:28 - mmengine - INFO - Epoch(train) [21][4540/9365] lr: 2.0803e-02 eta: 5:38:45 time: 0.6027 data_time: 0.0925 memory: 16132 grad_norm: 2.5881 loss: 2.0183 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.0183 2023/07/21 11:57:40 - mmengine - INFO - Epoch(train) [21][4560/9365] lr: 2.0778e-02 eta: 5:38:32 time: 0.5942 data_time: 0.0810 memory: 16132 grad_norm: 2.5391 loss: 1.9448 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.9448 2023/07/21 11:57:52 - mmengine - INFO - Epoch(train) [21][4580/9365] lr: 2.0754e-02 eta: 5:38:20 time: 0.6357 data_time: 0.0837 memory: 16132 grad_norm: 2.5892 loss: 2.1327 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 2.1327 2023/07/21 11:58:05 - mmengine - INFO - Epoch(train) [21][4600/9365] lr: 2.0729e-02 eta: 5:38:08 time: 0.6182 data_time: 0.0858 memory: 16132 grad_norm: 2.6023 loss: 1.8785 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.8785 2023/07/21 11:58:17 - mmengine - INFO - Epoch(train) [21][4620/9365] lr: 2.0704e-02 eta: 5:37:55 time: 0.6125 data_time: 0.0841 memory: 16132 grad_norm: 2.5962 loss: 2.0355 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0355 2023/07/21 11:58:29 - mmengine - INFO - Epoch(train) [21][4640/9365] lr: 2.0679e-02 eta: 5:37:43 time: 0.5952 data_time: 0.0800 memory: 16132 grad_norm: 2.6469 loss: 1.8377 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.8377 2023/07/21 11:58:42 - mmengine - INFO - Epoch(train) [21][4660/9365] lr: 2.0655e-02 eta: 5:37:31 time: 0.6511 data_time: 0.0862 memory: 16132 grad_norm: 2.5611 loss: 2.0374 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.0374 2023/07/21 11:58:54 - mmengine - INFO - Epoch(train) [21][4680/9365] lr: 2.0630e-02 eta: 5:37:18 time: 0.5940 data_time: 0.0875 memory: 16132 grad_norm: 2.6056 loss: 2.0206 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 2.0206 2023/07/21 11:59:06 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 11:59:06 - mmengine - INFO - Epoch(train) [21][4700/9365] lr: 2.0605e-02 eta: 5:37:06 time: 0.6216 data_time: 0.0867 memory: 16132 grad_norm: 2.6404 loss: 1.9548 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.9548 2023/07/21 11:59:18 - mmengine - INFO - Epoch(train) [21][4720/9365] lr: 2.0580e-02 eta: 5:36:53 time: 0.5977 data_time: 0.0781 memory: 16132 grad_norm: 2.6034 loss: 1.9707 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.9707 2023/07/21 11:59:31 - mmengine - INFO - Epoch(train) [21][4740/9365] lr: 2.0556e-02 eta: 5:36:41 time: 0.6272 data_time: 0.0855 memory: 16132 grad_norm: 2.6164 loss: 1.9782 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.9782 2023/07/21 11:59:44 - mmengine - INFO - Epoch(train) [21][4760/9365] lr: 2.0531e-02 eta: 5:36:29 time: 0.6490 data_time: 0.0848 memory: 16132 grad_norm: 2.5991 loss: 1.8943 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8943 2023/07/21 11:59:56 - mmengine - INFO - Epoch(train) [21][4780/9365] lr: 2.0506e-02 eta: 5:36:17 time: 0.6145 data_time: 0.0901 memory: 16132 grad_norm: 2.6400 loss: 1.9345 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 1.9345 2023/07/21 12:00:08 - mmengine - INFO - Epoch(train) [21][4800/9365] lr: 2.0482e-02 eta: 5:36:04 time: 0.6018 data_time: 0.0897 memory: 16132 grad_norm: 2.6400 loss: 2.0200 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0200 2023/07/21 12:00:20 - mmengine - INFO - Epoch(train) [21][4820/9365] lr: 2.0457e-02 eta: 5:35:52 time: 0.5980 data_time: 0.0925 memory: 16132 grad_norm: 2.6263 loss: 2.0595 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 2.0595 2023/07/21 12:00:33 - mmengine - INFO - Epoch(train) [21][4840/9365] lr: 2.0432e-02 eta: 5:35:39 time: 0.6111 data_time: 0.0983 memory: 16132 grad_norm: 2.5771 loss: 2.0809 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 2.0809 2023/07/21 12:00:45 - mmengine - INFO - Epoch(train) [21][4860/9365] lr: 2.0408e-02 eta: 5:35:27 time: 0.6077 data_time: 0.0823 memory: 16132 grad_norm: 2.6116 loss: 1.9442 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 1.9442 2023/07/21 12:00:57 - mmengine - INFO - Epoch(train) [21][4880/9365] lr: 2.0383e-02 eta: 5:35:14 time: 0.6003 data_time: 0.0781 memory: 16132 grad_norm: 2.5689 loss: 1.9882 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.9882 2023/07/21 12:01:09 - mmengine - INFO - Epoch(train) [21][4900/9365] lr: 2.0359e-02 eta: 5:35:02 time: 0.6039 data_time: 0.0899 memory: 16132 grad_norm: 2.6422 loss: 2.0189 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.0189 2023/07/21 12:01:22 - mmengine - INFO - Epoch(train) [21][4920/9365] lr: 2.0334e-02 eta: 5:34:50 time: 0.6273 data_time: 0.0873 memory: 16132 grad_norm: 2.5608 loss: 1.9214 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.9214 2023/07/21 12:01:34 - mmengine - INFO - Epoch(train) [21][4940/9365] lr: 2.0309e-02 eta: 5:34:37 time: 0.6179 data_time: 0.0988 memory: 16132 grad_norm: 2.6476 loss: 2.0429 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 2.0429 2023/07/21 12:01:46 - mmengine - INFO - Epoch(train) [21][4960/9365] lr: 2.0285e-02 eta: 5:34:25 time: 0.6043 data_time: 0.0817 memory: 16132 grad_norm: 2.5745 loss: 1.9998 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9998 2023/07/21 12:01:58 - mmengine - INFO - Epoch(train) [21][4980/9365] lr: 2.0260e-02 eta: 5:34:13 time: 0.6071 data_time: 0.0937 memory: 16132 grad_norm: 2.6529 loss: 2.0392 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.0392 2023/07/21 12:02:10 - mmengine - INFO - Epoch(train) [21][5000/9365] lr: 2.0236e-02 eta: 5:34:00 time: 0.6077 data_time: 0.0795 memory: 16132 grad_norm: 2.6177 loss: 1.9446 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9446 2023/07/21 12:02:23 - mmengine - INFO - Epoch(train) [21][5020/9365] lr: 2.0211e-02 eta: 5:33:48 time: 0.6264 data_time: 0.0773 memory: 16132 grad_norm: 2.5894 loss: 1.8226 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.8226 2023/07/21 12:02:35 - mmengine - INFO - Epoch(train) [21][5040/9365] lr: 2.0187e-02 eta: 5:33:35 time: 0.6079 data_time: 0.0938 memory: 16132 grad_norm: 2.6494 loss: 2.0545 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 2.0545 2023/07/21 12:02:47 - mmengine - INFO - Epoch(train) [21][5060/9365] lr: 2.0162e-02 eta: 5:33:23 time: 0.6073 data_time: 0.0863 memory: 16132 grad_norm: 2.6039 loss: 1.8675 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.8675 2023/07/21 12:03:00 - mmengine - INFO - Epoch(train) [21][5080/9365] lr: 2.0138e-02 eta: 5:33:11 time: 0.6079 data_time: 0.0814 memory: 16132 grad_norm: 2.6450 loss: 2.0247 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 2.0247 2023/07/21 12:03:12 - mmengine - INFO - Epoch(train) [21][5100/9365] lr: 2.0114e-02 eta: 5:32:58 time: 0.6048 data_time: 0.0837 memory: 16132 grad_norm: 2.6497 loss: 1.9960 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.9960 2023/07/21 12:03:24 - mmengine - INFO - Epoch(train) [21][5120/9365] lr: 2.0089e-02 eta: 5:32:46 time: 0.6154 data_time: 0.0814 memory: 16132 grad_norm: 2.6050 loss: 1.9216 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.9216 2023/07/21 12:03:36 - mmengine - INFO - Epoch(train) [21][5140/9365] lr: 2.0065e-02 eta: 5:32:34 time: 0.6143 data_time: 0.0842 memory: 16132 grad_norm: 2.5946 loss: 1.8715 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.8715 2023/07/21 12:03:49 - mmengine - INFO - Epoch(train) [21][5160/9365] lr: 2.0040e-02 eta: 5:32:21 time: 0.6175 data_time: 0.0782 memory: 16132 grad_norm: 2.6176 loss: 2.0164 top1_acc: 0.3125 top5_acc: 0.7188 loss_cls: 2.0164 2023/07/21 12:04:01 - mmengine - INFO - Epoch(train) [21][5180/9365] lr: 2.0016e-02 eta: 5:32:09 time: 0.6187 data_time: 0.0998 memory: 16132 grad_norm: 2.6123 loss: 1.9627 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.9627 2023/07/21 12:04:13 - mmengine - INFO - Epoch(train) [21][5200/9365] lr: 1.9992e-02 eta: 5:31:56 time: 0.6063 data_time: 0.0757 memory: 16132 grad_norm: 2.6298 loss: 1.9268 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 1.9268 2023/07/21 12:04:26 - mmengine - INFO - Epoch(train) [21][5220/9365] lr: 1.9967e-02 eta: 5:31:44 time: 0.6405 data_time: 0.1151 memory: 16132 grad_norm: 2.6727 loss: 2.0004 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 2.0004 2023/07/21 12:04:38 - mmengine - INFO - Epoch(train) [21][5240/9365] lr: 1.9943e-02 eta: 5:31:32 time: 0.6088 data_time: 0.1026 memory: 16132 grad_norm: 2.6976 loss: 2.1064 top1_acc: 0.4688 top5_acc: 0.8750 loss_cls: 2.1064 2023/07/21 12:04:51 - mmengine - INFO - Epoch(train) [21][5260/9365] lr: 1.9918e-02 eta: 5:31:19 time: 0.6049 data_time: 0.0920 memory: 16132 grad_norm: 2.6289 loss: 1.9024 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.9024 2023/07/21 12:05:03 - mmengine - INFO - Epoch(train) [21][5280/9365] lr: 1.9894e-02 eta: 5:31:07 time: 0.6408 data_time: 0.1034 memory: 16132 grad_norm: 2.5873 loss: 1.9387 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.9387 2023/07/21 12:05:16 - mmengine - INFO - Epoch(train) [21][5300/9365] lr: 1.9870e-02 eta: 5:30:55 time: 0.6086 data_time: 0.1089 memory: 16132 grad_norm: 2.6431 loss: 2.0762 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0762 2023/07/21 12:05:28 - mmengine - INFO - Epoch(train) [21][5320/9365] lr: 1.9846e-02 eta: 5:30:42 time: 0.6049 data_time: 0.0900 memory: 16132 grad_norm: 2.6255 loss: 1.9132 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.9132 2023/07/21 12:05:40 - mmengine - INFO - Epoch(train) [21][5340/9365] lr: 1.9821e-02 eta: 5:30:30 time: 0.6195 data_time: 0.0820 memory: 16132 grad_norm: 2.6062 loss: 1.9845 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.9845 2023/07/21 12:05:52 - mmengine - INFO - Epoch(train) [21][5360/9365] lr: 1.9797e-02 eta: 5:30:18 time: 0.5850 data_time: 0.0796 memory: 16132 grad_norm: 2.6149 loss: 1.9092 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 1.9092 2023/07/21 12:06:04 - mmengine - INFO - Epoch(train) [21][5380/9365] lr: 1.9773e-02 eta: 5:30:05 time: 0.5851 data_time: 0.0773 memory: 16132 grad_norm: 2.6323 loss: 2.0133 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 2.0133 2023/07/21 12:06:16 - mmengine - INFO - Epoch(train) [21][5400/9365] lr: 1.9749e-02 eta: 5:29:53 time: 0.6108 data_time: 0.0817 memory: 16132 grad_norm: 2.6177 loss: 1.9722 top1_acc: 0.5625 top5_acc: 0.6562 loss_cls: 1.9722 2023/07/21 12:06:28 - mmengine - INFO - Epoch(train) [21][5420/9365] lr: 1.9724e-02 eta: 5:29:40 time: 0.6172 data_time: 0.0854 memory: 16132 grad_norm: 2.6241 loss: 1.8955 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.8955 2023/07/21 12:06:41 - mmengine - INFO - Epoch(train) [21][5440/9365] lr: 1.9700e-02 eta: 5:29:28 time: 0.6462 data_time: 0.0841 memory: 16132 grad_norm: 2.5972 loss: 1.8691 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8691 2023/07/21 12:06:53 - mmengine - INFO - Epoch(train) [21][5460/9365] lr: 1.9676e-02 eta: 5:29:16 time: 0.5905 data_time: 0.1071 memory: 16132 grad_norm: 2.6742 loss: 2.1056 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.1056 2023/07/21 12:07:06 - mmengine - INFO - Epoch(train) [21][5480/9365] lr: 1.9652e-02 eta: 5:29:03 time: 0.6166 data_time: 0.1125 memory: 16132 grad_norm: 2.6953 loss: 1.9894 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.9894 2023/07/21 12:07:18 - mmengine - INFO - Epoch(train) [21][5500/9365] lr: 1.9628e-02 eta: 5:28:51 time: 0.6124 data_time: 0.0774 memory: 16132 grad_norm: 2.6600 loss: 1.9437 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.9437 2023/07/21 12:07:31 - mmengine - INFO - Epoch(train) [21][5520/9365] lr: 1.9603e-02 eta: 5:28:39 time: 0.6320 data_time: 0.0972 memory: 16132 grad_norm: 2.6323 loss: 1.9698 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9698 2023/07/21 12:07:43 - mmengine - INFO - Epoch(train) [21][5540/9365] lr: 1.9579e-02 eta: 5:28:26 time: 0.6348 data_time: 0.0796 memory: 16132 grad_norm: 2.5817 loss: 1.8607 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.8607 2023/07/21 12:07:55 - mmengine - INFO - Epoch(train) [21][5560/9365] lr: 1.9555e-02 eta: 5:28:14 time: 0.6043 data_time: 0.0863 memory: 16132 grad_norm: 2.5994 loss: 2.0126 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 2.0126 2023/07/21 12:08:07 - mmengine - INFO - Epoch(train) [21][5580/9365] lr: 1.9531e-02 eta: 5:28:01 time: 0.5931 data_time: 0.0945 memory: 16132 grad_norm: 2.6021 loss: 2.0921 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 2.0921 2023/07/21 12:08:20 - mmengine - INFO - Epoch(train) [21][5600/9365] lr: 1.9507e-02 eta: 5:27:49 time: 0.6513 data_time: 0.0855 memory: 16132 grad_norm: 2.6108 loss: 1.9605 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 1.9605 2023/07/21 12:08:33 - mmengine - INFO - Epoch(train) [21][5620/9365] lr: 1.9483e-02 eta: 5:27:37 time: 0.6133 data_time: 0.0964 memory: 16132 grad_norm: 2.6484 loss: 1.9988 top1_acc: 0.5938 top5_acc: 0.6875 loss_cls: 1.9988 2023/07/21 12:08:45 - mmengine - INFO - Epoch(train) [21][5640/9365] lr: 1.9459e-02 eta: 5:27:25 time: 0.6015 data_time: 0.0928 memory: 16132 grad_norm: 2.6535 loss: 1.9578 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 1.9578 2023/07/21 12:08:56 - mmengine - INFO - Epoch(train) [21][5660/9365] lr: 1.9435e-02 eta: 5:27:12 time: 0.5774 data_time: 0.0763 memory: 16132 grad_norm: 2.6092 loss: 2.0316 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.0316 2023/07/21 12:09:09 - mmengine - INFO - Epoch(train) [21][5680/9365] lr: 1.9411e-02 eta: 5:27:00 time: 0.6371 data_time: 0.1036 memory: 16132 grad_norm: 2.6020 loss: 1.9654 top1_acc: 0.4062 top5_acc: 0.9062 loss_cls: 1.9654 2023/07/21 12:09:21 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 12:09:21 - mmengine - INFO - Epoch(train) [21][5700/9365] lr: 1.9387e-02 eta: 5:26:47 time: 0.6032 data_time: 0.0845 memory: 16132 grad_norm: 2.6438 loss: 1.9685 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.9685 2023/07/21 12:09:33 - mmengine - INFO - Epoch(train) [21][5720/9365] lr: 1.9363e-02 eta: 5:26:35 time: 0.6040 data_time: 0.0817 memory: 16132 grad_norm: 2.5876 loss: 2.0151 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 2.0151 2023/07/21 12:09:46 - mmengine - INFO - Epoch(train) [21][5740/9365] lr: 1.9339e-02 eta: 5:26:23 time: 0.6388 data_time: 0.0894 memory: 16132 grad_norm: 2.6386 loss: 2.0062 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 2.0062 2023/07/21 12:09:58 - mmengine - INFO - Epoch(train) [21][5760/9365] lr: 1.9315e-02 eta: 5:26:10 time: 0.5983 data_time: 0.0900 memory: 16132 grad_norm: 2.5734 loss: 1.8145 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.8145 2023/07/21 12:10:11 - mmengine - INFO - Epoch(train) [21][5780/9365] lr: 1.9291e-02 eta: 5:25:58 time: 0.6394 data_time: 0.0861 memory: 16132 grad_norm: 2.5917 loss: 1.9251 top1_acc: 0.5312 top5_acc: 0.9375 loss_cls: 1.9251 2023/07/21 12:10:23 - mmengine - INFO - Epoch(train) [21][5800/9365] lr: 1.9267e-02 eta: 5:25:46 time: 0.5963 data_time: 0.0890 memory: 16132 grad_norm: 2.6381 loss: 2.0501 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 2.0501 2023/07/21 12:10:35 - mmengine - INFO - Epoch(train) [21][5820/9365] lr: 1.9243e-02 eta: 5:25:33 time: 0.6045 data_time: 0.0999 memory: 16132 grad_norm: 2.6559 loss: 1.8823 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.8823 2023/07/21 12:10:48 - mmengine - INFO - Epoch(train) [21][5840/9365] lr: 1.9219e-02 eta: 5:25:21 time: 0.6256 data_time: 0.0869 memory: 16132 grad_norm: 2.6504 loss: 1.9439 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 1.9439 2023/07/21 12:11:00 - mmengine - INFO - Epoch(train) [21][5860/9365] lr: 1.9195e-02 eta: 5:25:08 time: 0.6188 data_time: 0.0997 memory: 16132 grad_norm: 2.5947 loss: 1.9992 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.9992 2023/07/21 12:11:12 - mmengine - INFO - Epoch(train) [21][5880/9365] lr: 1.9171e-02 eta: 5:24:56 time: 0.6194 data_time: 0.0824 memory: 16132 grad_norm: 2.6551 loss: 1.8813 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.8813 2023/07/21 12:11:25 - mmengine - INFO - Epoch(train) [21][5900/9365] lr: 1.9147e-02 eta: 5:24:44 time: 0.6346 data_time: 0.0975 memory: 16132 grad_norm: 2.6532 loss: 1.9297 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9297 2023/07/21 12:11:38 - mmengine - INFO - Epoch(train) [21][5920/9365] lr: 1.9123e-02 eta: 5:24:32 time: 0.6399 data_time: 0.1087 memory: 16132 grad_norm: 2.6485 loss: 1.8913 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.8913 2023/07/21 12:11:51 - mmengine - INFO - Epoch(train) [21][5940/9365] lr: 1.9100e-02 eta: 5:24:19 time: 0.6519 data_time: 0.0940 memory: 16132 grad_norm: 2.6532 loss: 1.9435 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 1.9435 2023/07/21 12:12:03 - mmengine - INFO - Epoch(train) [21][5960/9365] lr: 1.9076e-02 eta: 5:24:07 time: 0.5928 data_time: 0.0886 memory: 16132 grad_norm: 2.6362 loss: 1.9355 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.9355 2023/07/21 12:12:15 - mmengine - INFO - Epoch(train) [21][5980/9365] lr: 1.9052e-02 eta: 5:23:55 time: 0.6036 data_time: 0.0838 memory: 16132 grad_norm: 2.6545 loss: 1.9547 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.9547 2023/07/21 12:12:28 - mmengine - INFO - Epoch(train) [21][6000/9365] lr: 1.9028e-02 eta: 5:23:42 time: 0.6430 data_time: 0.0905 memory: 16132 grad_norm: 2.6486 loss: 2.0006 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.0006 2023/07/21 12:12:40 - mmengine - INFO - Epoch(train) [21][6020/9365] lr: 1.9004e-02 eta: 5:23:30 time: 0.6136 data_time: 0.0954 memory: 16132 grad_norm: 2.6504 loss: 1.9741 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 1.9741 2023/07/21 12:12:52 - mmengine - INFO - Epoch(train) [21][6040/9365] lr: 1.8981e-02 eta: 5:23:18 time: 0.5983 data_time: 0.0898 memory: 16132 grad_norm: 2.6503 loss: 1.9593 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.9593 2023/07/21 12:13:04 - mmengine - INFO - Epoch(train) [21][6060/9365] lr: 1.8957e-02 eta: 5:23:05 time: 0.6014 data_time: 0.0864 memory: 16132 grad_norm: 2.6689 loss: 1.9741 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9741 2023/07/21 12:13:16 - mmengine - INFO - Epoch(train) [21][6080/9365] lr: 1.8933e-02 eta: 5:22:53 time: 0.5948 data_time: 0.0856 memory: 16132 grad_norm: 2.6643 loss: 1.9123 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 1.9123 2023/07/21 12:13:29 - mmengine - INFO - Epoch(train) [21][6100/9365] lr: 1.8909e-02 eta: 5:22:40 time: 0.6127 data_time: 0.0822 memory: 16132 grad_norm: 2.6681 loss: 1.9975 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9975 2023/07/21 12:13:41 - mmengine - INFO - Epoch(train) [21][6120/9365] lr: 1.8886e-02 eta: 5:22:28 time: 0.6115 data_time: 0.0824 memory: 16132 grad_norm: 2.6389 loss: 2.0178 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0178 2023/07/21 12:13:54 - mmengine - INFO - Epoch(train) [21][6140/9365] lr: 1.8862e-02 eta: 5:22:16 time: 0.6291 data_time: 0.1142 memory: 16132 grad_norm: 2.6957 loss: 1.9404 top1_acc: 0.7188 top5_acc: 0.7812 loss_cls: 1.9404 2023/07/21 12:14:05 - mmengine - INFO - Epoch(train) [21][6160/9365] lr: 1.8838e-02 eta: 5:22:03 time: 0.5962 data_time: 0.0939 memory: 16132 grad_norm: 2.6769 loss: 1.9502 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9502 2023/07/21 12:14:18 - mmengine - INFO - Epoch(train) [21][6180/9365] lr: 1.8815e-02 eta: 5:21:51 time: 0.6221 data_time: 0.0871 memory: 16132 grad_norm: 2.6603 loss: 1.9592 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9592 2023/07/21 12:14:30 - mmengine - INFO - Epoch(train) [21][6200/9365] lr: 1.8791e-02 eta: 5:21:38 time: 0.6190 data_time: 0.0847 memory: 16132 grad_norm: 2.6848 loss: 2.0225 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 2.0225 2023/07/21 12:14:43 - mmengine - INFO - Epoch(train) [21][6220/9365] lr: 1.8767e-02 eta: 5:21:26 time: 0.6216 data_time: 0.0860 memory: 16132 grad_norm: 2.6523 loss: 1.9925 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9925 2023/07/21 12:14:55 - mmengine - INFO - Epoch(train) [21][6240/9365] lr: 1.8744e-02 eta: 5:21:14 time: 0.6011 data_time: 0.1031 memory: 16132 grad_norm: 2.6283 loss: 2.0275 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 2.0275 2023/07/21 12:15:08 - mmengine - INFO - Epoch(train) [21][6260/9365] lr: 1.8720e-02 eta: 5:21:02 time: 0.6513 data_time: 0.0826 memory: 16132 grad_norm: 2.7001 loss: 1.9068 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 1.9068 2023/07/21 12:15:20 - mmengine - INFO - Epoch(train) [21][6280/9365] lr: 1.8696e-02 eta: 5:20:49 time: 0.5847 data_time: 0.0938 memory: 16132 grad_norm: 2.6763 loss: 1.9273 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.9273 2023/07/21 12:15:32 - mmengine - INFO - Epoch(train) [21][6300/9365] lr: 1.8673e-02 eta: 5:20:37 time: 0.5992 data_time: 0.1021 memory: 16132 grad_norm: 2.6797 loss: 1.9734 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9734 2023/07/21 12:15:44 - mmengine - INFO - Epoch(train) [21][6320/9365] lr: 1.8649e-02 eta: 5:20:24 time: 0.6227 data_time: 0.0839 memory: 16132 grad_norm: 2.6501 loss: 2.0300 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.0300 2023/07/21 12:15:56 - mmengine - INFO - Epoch(train) [21][6340/9365] lr: 1.8626e-02 eta: 5:20:12 time: 0.6035 data_time: 0.0844 memory: 16132 grad_norm: 2.6480 loss: 1.9546 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9546 2023/07/21 12:16:09 - mmengine - INFO - Epoch(train) [21][6360/9365] lr: 1.8602e-02 eta: 5:20:00 time: 0.6213 data_time: 0.0881 memory: 16132 grad_norm: 2.6783 loss: 1.8973 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.8973 2023/07/21 12:16:21 - mmengine - INFO - Epoch(train) [21][6380/9365] lr: 1.8578e-02 eta: 5:19:47 time: 0.5997 data_time: 0.0930 memory: 16132 grad_norm: 2.6474 loss: 1.9213 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 1.9213 2023/07/21 12:16:33 - mmengine - INFO - Epoch(train) [21][6400/9365] lr: 1.8555e-02 eta: 5:19:35 time: 0.6056 data_time: 0.0781 memory: 16132 grad_norm: 2.6445 loss: 1.9399 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.9399 2023/07/21 12:16:45 - mmengine - INFO - Epoch(train) [21][6420/9365] lr: 1.8531e-02 eta: 5:19:22 time: 0.6124 data_time: 0.0832 memory: 16132 grad_norm: 2.6466 loss: 1.8485 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.8485 2023/07/21 12:16:58 - mmengine - INFO - Epoch(train) [21][6440/9365] lr: 1.8508e-02 eta: 5:19:10 time: 0.6475 data_time: 0.0739 memory: 16132 grad_norm: 2.6916 loss: 1.8563 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8563 2023/07/21 12:17:10 - mmengine - INFO - Epoch(train) [21][6460/9365] lr: 1.8484e-02 eta: 5:18:58 time: 0.6010 data_time: 0.1130 memory: 16132 grad_norm: 2.7089 loss: 1.9432 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.9432 2023/07/21 12:17:22 - mmengine - INFO - Epoch(train) [21][6480/9365] lr: 1.8461e-02 eta: 5:18:45 time: 0.5851 data_time: 0.0773 memory: 16132 grad_norm: 2.6471 loss: 2.0509 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 2.0509 2023/07/21 12:17:34 - mmengine - INFO - Epoch(train) [21][6500/9365] lr: 1.8438e-02 eta: 5:18:33 time: 0.5919 data_time: 0.1061 memory: 16132 grad_norm: 2.6971 loss: 2.0430 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 2.0430 2023/07/21 12:17:46 - mmengine - INFO - Epoch(train) [21][6520/9365] lr: 1.8414e-02 eta: 5:18:20 time: 0.6203 data_time: 0.0715 memory: 16132 grad_norm: 2.6786 loss: 1.8301 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.8301 2023/07/21 12:17:58 - mmengine - INFO - Epoch(train) [21][6540/9365] lr: 1.8391e-02 eta: 5:18:08 time: 0.5889 data_time: 0.0849 memory: 16132 grad_norm: 2.7470 loss: 1.8602 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.8602 2023/07/21 12:18:10 - mmengine - INFO - Epoch(train) [21][6560/9365] lr: 1.8367e-02 eta: 5:17:56 time: 0.6064 data_time: 0.0888 memory: 16132 grad_norm: 2.6871 loss: 1.9316 top1_acc: 0.8125 top5_acc: 0.9062 loss_cls: 1.9316 2023/07/21 12:18:22 - mmengine - INFO - Epoch(train) [21][6580/9365] lr: 1.8344e-02 eta: 5:17:43 time: 0.5900 data_time: 0.0766 memory: 16132 grad_norm: 2.7075 loss: 1.9740 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.9740 2023/07/21 12:18:34 - mmengine - INFO - Epoch(train) [21][6600/9365] lr: 1.8320e-02 eta: 5:17:31 time: 0.6081 data_time: 0.0768 memory: 16132 grad_norm: 2.6736 loss: 1.8444 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 1.8444 2023/07/21 12:18:47 - mmengine - INFO - Epoch(train) [21][6620/9365] lr: 1.8297e-02 eta: 5:17:18 time: 0.6389 data_time: 0.0783 memory: 16132 grad_norm: 2.6860 loss: 1.8760 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8760 2023/07/21 12:19:00 - mmengine - INFO - Epoch(train) [21][6640/9365] lr: 1.8274e-02 eta: 5:17:06 time: 0.6320 data_time: 0.0853 memory: 16132 grad_norm: 2.7077 loss: 2.0017 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 2.0017 2023/07/21 12:19:12 - mmengine - INFO - Epoch(train) [21][6660/9365] lr: 1.8250e-02 eta: 5:16:54 time: 0.6002 data_time: 0.0824 memory: 16132 grad_norm: 2.6727 loss: 1.9193 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 1.9193 2023/07/21 12:19:24 - mmengine - INFO - Epoch(train) [21][6680/9365] lr: 1.8227e-02 eta: 5:16:41 time: 0.6186 data_time: 0.1003 memory: 16132 grad_norm: 2.6957 loss: 1.9076 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 1.9076 2023/07/21 12:19:37 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 12:19:37 - mmengine - INFO - Epoch(train) [21][6700/9365] lr: 1.8204e-02 eta: 5:16:29 time: 0.6249 data_time: 0.0823 memory: 16132 grad_norm: 2.6752 loss: 1.8649 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.8649 2023/07/21 12:19:50 - mmengine - INFO - Epoch(train) [21][6720/9365] lr: 1.8180e-02 eta: 5:16:17 time: 0.6326 data_time: 0.0698 memory: 16132 grad_norm: 2.6454 loss: 1.8733 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.8733 2023/07/21 12:20:02 - mmengine - INFO - Epoch(train) [21][6740/9365] lr: 1.8157e-02 eta: 5:16:05 time: 0.6353 data_time: 0.0849 memory: 16132 grad_norm: 2.7391 loss: 2.1109 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 2.1109 2023/07/21 12:20:15 - mmengine - INFO - Epoch(train) [21][6760/9365] lr: 1.8134e-02 eta: 5:15:52 time: 0.6184 data_time: 0.0823 memory: 16132 grad_norm: 2.7251 loss: 1.9565 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9565 2023/07/21 12:20:27 - mmengine - INFO - Epoch(train) [21][6780/9365] lr: 1.8111e-02 eta: 5:15:40 time: 0.6026 data_time: 0.0856 memory: 16132 grad_norm: 2.6754 loss: 2.0039 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 2.0039 2023/07/21 12:20:39 - mmengine - INFO - Epoch(train) [21][6800/9365] lr: 1.8087e-02 eta: 5:15:27 time: 0.6153 data_time: 0.0800 memory: 16132 grad_norm: 2.6361 loss: 1.9256 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.9256 2023/07/21 12:20:52 - mmengine - INFO - Epoch(train) [21][6820/9365] lr: 1.8064e-02 eta: 5:15:15 time: 0.6233 data_time: 0.0863 memory: 16132 grad_norm: 2.7160 loss: 1.9986 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9986 2023/07/21 12:21:04 - mmengine - INFO - Epoch(train) [21][6840/9365] lr: 1.8041e-02 eta: 5:15:03 time: 0.6053 data_time: 0.0877 memory: 16132 grad_norm: 2.6060 loss: 2.0217 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0217 2023/07/21 12:21:16 - mmengine - INFO - Epoch(train) [21][6860/9365] lr: 1.8018e-02 eta: 5:14:50 time: 0.6174 data_time: 0.1010 memory: 16132 grad_norm: 2.6930 loss: 1.9240 top1_acc: 0.3125 top5_acc: 0.7812 loss_cls: 1.9240 2023/07/21 12:21:29 - mmengine - INFO - Epoch(train) [21][6880/9365] lr: 1.7995e-02 eta: 5:14:38 time: 0.6122 data_time: 0.0853 memory: 16132 grad_norm: 2.7007 loss: 1.9653 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.9653 2023/07/21 12:21:41 - mmengine - INFO - Epoch(train) [21][6900/9365] lr: 1.7971e-02 eta: 5:14:26 time: 0.6251 data_time: 0.1046 memory: 16132 grad_norm: 2.6435 loss: 1.8346 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.8346 2023/07/21 12:21:53 - mmengine - INFO - Epoch(train) [21][6920/9365] lr: 1.7948e-02 eta: 5:14:13 time: 0.5791 data_time: 0.0869 memory: 16132 grad_norm: 2.6890 loss: 2.0061 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.0061 2023/07/21 12:22:05 - mmengine - INFO - Epoch(train) [21][6940/9365] lr: 1.7925e-02 eta: 5:14:01 time: 0.6158 data_time: 0.0838 memory: 16132 grad_norm: 2.7418 loss: 2.0506 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.0506 2023/07/21 12:22:18 - mmengine - INFO - Epoch(train) [21][6960/9365] lr: 1.7902e-02 eta: 5:13:48 time: 0.6333 data_time: 0.0851 memory: 16132 grad_norm: 2.6624 loss: 1.8496 top1_acc: 0.4688 top5_acc: 0.9062 loss_cls: 1.8496 2023/07/21 12:22:30 - mmengine - INFO - Epoch(train) [21][6980/9365] lr: 1.7879e-02 eta: 5:13:36 time: 0.6138 data_time: 0.1093 memory: 16132 grad_norm: 2.6593 loss: 1.9064 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.9064 2023/07/21 12:22:42 - mmengine - INFO - Epoch(train) [21][7000/9365] lr: 1.7856e-02 eta: 5:13:24 time: 0.5986 data_time: 0.0800 memory: 16132 grad_norm: 2.7123 loss: 1.8492 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.8492 2023/07/21 12:22:55 - mmengine - INFO - Epoch(train) [21][7020/9365] lr: 1.7833e-02 eta: 5:13:11 time: 0.6427 data_time: 0.0830 memory: 16132 grad_norm: 2.7149 loss: 1.9035 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 1.9035 2023/07/21 12:23:07 - mmengine - INFO - Epoch(train) [21][7040/9365] lr: 1.7810e-02 eta: 5:12:59 time: 0.5932 data_time: 0.0810 memory: 16132 grad_norm: 2.7292 loss: 1.9642 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.9642 2023/07/21 12:23:19 - mmengine - INFO - Epoch(train) [21][7060/9365] lr: 1.7787e-02 eta: 5:12:47 time: 0.6191 data_time: 0.0862 memory: 16132 grad_norm: 2.7270 loss: 1.9849 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9849 2023/07/21 12:23:32 - mmengine - INFO - Epoch(train) [21][7080/9365] lr: 1.7764e-02 eta: 5:12:34 time: 0.6357 data_time: 0.0850 memory: 16132 grad_norm: 2.6525 loss: 2.1315 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 2.1315 2023/07/21 12:23:44 - mmengine - INFO - Epoch(train) [21][7100/9365] lr: 1.7741e-02 eta: 5:12:22 time: 0.6023 data_time: 0.0743 memory: 16132 grad_norm: 2.6973 loss: 1.9244 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.9244 2023/07/21 12:23:57 - mmengine - INFO - Epoch(train) [21][7120/9365] lr: 1.7718e-02 eta: 5:12:10 time: 0.6289 data_time: 0.0911 memory: 16132 grad_norm: 2.6809 loss: 1.9719 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9719 2023/07/21 12:24:09 - mmengine - INFO - Epoch(train) [21][7140/9365] lr: 1.7695e-02 eta: 5:11:57 time: 0.6298 data_time: 0.0911 memory: 16132 grad_norm: 2.6750 loss: 1.9299 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9299 2023/07/21 12:24:22 - mmengine - INFO - Epoch(train) [21][7160/9365] lr: 1.7672e-02 eta: 5:11:45 time: 0.6124 data_time: 0.1237 memory: 16132 grad_norm: 2.7181 loss: 1.8878 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.8878 2023/07/21 12:24:34 - mmengine - INFO - Epoch(train) [21][7180/9365] lr: 1.7649e-02 eta: 5:11:33 time: 0.6145 data_time: 0.0887 memory: 16132 grad_norm: 2.7295 loss: 1.9647 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 1.9647 2023/07/21 12:24:46 - mmengine - INFO - Epoch(train) [21][7200/9365] lr: 1.7626e-02 eta: 5:11:20 time: 0.5984 data_time: 0.1051 memory: 16132 grad_norm: 2.7212 loss: 1.8972 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.8972 2023/07/21 12:24:59 - mmengine - INFO - Epoch(train) [21][7220/9365] lr: 1.7603e-02 eta: 5:11:08 time: 0.6539 data_time: 0.0892 memory: 16132 grad_norm: 2.7538 loss: 1.9451 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9451 2023/07/21 12:25:11 - mmengine - INFO - Epoch(train) [21][7240/9365] lr: 1.7580e-02 eta: 5:10:56 time: 0.6013 data_time: 0.0893 memory: 16132 grad_norm: 2.7263 loss: 1.9049 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.9049 2023/07/21 12:25:24 - mmengine - INFO - Epoch(train) [21][7260/9365] lr: 1.7557e-02 eta: 5:10:43 time: 0.6394 data_time: 0.0990 memory: 16132 grad_norm: 2.6961 loss: 1.8361 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.8361 2023/07/21 12:25:36 - mmengine - INFO - Epoch(train) [21][7280/9365] lr: 1.7534e-02 eta: 5:10:31 time: 0.6160 data_time: 0.0906 memory: 16132 grad_norm: 2.6614 loss: 1.9209 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.9209 2023/07/21 12:25:49 - mmengine - INFO - Epoch(train) [21][7300/9365] lr: 1.7511e-02 eta: 5:10:19 time: 0.6150 data_time: 0.0867 memory: 16132 grad_norm: 2.7316 loss: 1.8397 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8397 2023/07/21 12:26:01 - mmengine - INFO - Epoch(train) [21][7320/9365] lr: 1.7488e-02 eta: 5:10:06 time: 0.6051 data_time: 0.0915 memory: 16132 grad_norm: 2.7172 loss: 1.9855 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 1.9855 2023/07/21 12:26:13 - mmengine - INFO - Epoch(train) [21][7340/9365] lr: 1.7465e-02 eta: 5:09:54 time: 0.6216 data_time: 0.0844 memory: 16132 grad_norm: 2.7133 loss: 1.8297 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 1.8297 2023/07/21 12:26:26 - mmengine - INFO - Epoch(train) [21][7360/9365] lr: 1.7442e-02 eta: 5:09:42 time: 0.6263 data_time: 0.0813 memory: 16132 grad_norm: 2.7248 loss: 1.8925 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 1.8925 2023/07/21 12:26:38 - mmengine - INFO - Epoch(train) [21][7380/9365] lr: 1.7420e-02 eta: 5:09:29 time: 0.6239 data_time: 0.0848 memory: 16132 grad_norm: 2.6856 loss: 1.8955 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 1.8955 2023/07/21 12:26:51 - mmengine - INFO - Epoch(train) [21][7400/9365] lr: 1.7397e-02 eta: 5:09:17 time: 0.6265 data_time: 0.0994 memory: 16132 grad_norm: 2.6983 loss: 1.8326 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.8326 2023/07/21 12:27:03 - mmengine - INFO - Epoch(train) [21][7420/9365] lr: 1.7374e-02 eta: 5:09:05 time: 0.6112 data_time: 0.0815 memory: 16132 grad_norm: 2.7618 loss: 1.9069 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.9069 2023/07/21 12:27:16 - mmengine - INFO - Epoch(train) [21][7440/9365] lr: 1.7351e-02 eta: 5:08:52 time: 0.6165 data_time: 0.1199 memory: 16132 grad_norm: 2.7247 loss: 1.8966 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8966 2023/07/21 12:27:28 - mmengine - INFO - Epoch(train) [21][7460/9365] lr: 1.7328e-02 eta: 5:08:40 time: 0.6274 data_time: 0.1216 memory: 16132 grad_norm: 2.7102 loss: 2.0919 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 2.0919 2023/07/21 12:27:41 - mmengine - INFO - Epoch(train) [21][7480/9365] lr: 1.7306e-02 eta: 5:08:28 time: 0.6312 data_time: 0.1509 memory: 16132 grad_norm: 2.7182 loss: 1.8980 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 1.8980 2023/07/21 12:27:53 - mmengine - INFO - Epoch(train) [21][7500/9365] lr: 1.7283e-02 eta: 5:08:15 time: 0.6109 data_time: 0.0881 memory: 16132 grad_norm: 2.7095 loss: 1.8465 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.8465 2023/07/21 12:28:05 - mmengine - INFO - Epoch(train) [21][7520/9365] lr: 1.7260e-02 eta: 5:08:03 time: 0.5984 data_time: 0.0963 memory: 16132 grad_norm: 2.7206 loss: 1.8354 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 1.8354 2023/07/21 12:28:19 - mmengine - INFO - Epoch(train) [21][7540/9365] lr: 1.7238e-02 eta: 5:07:51 time: 0.6724 data_time: 0.0816 memory: 16132 grad_norm: 2.7566 loss: 1.8014 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.8014 2023/07/21 12:28:31 - mmengine - INFO - Epoch(train) [21][7560/9365] lr: 1.7215e-02 eta: 5:07:38 time: 0.6223 data_time: 0.1189 memory: 16132 grad_norm: 2.7216 loss: 1.8983 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 1.8983 2023/07/21 12:28:43 - mmengine - INFO - Epoch(train) [21][7580/9365] lr: 1.7192e-02 eta: 5:07:26 time: 0.5907 data_time: 0.0841 memory: 16132 grad_norm: 2.7466 loss: 1.8384 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.8384 2023/07/21 12:28:55 - mmengine - INFO - Epoch(train) [21][7600/9365] lr: 1.7169e-02 eta: 5:07:14 time: 0.5935 data_time: 0.0813 memory: 16132 grad_norm: 2.6889 loss: 1.9204 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.9204 2023/07/21 12:29:07 - mmengine - INFO - Epoch(train) [21][7620/9365] lr: 1.7147e-02 eta: 5:07:01 time: 0.6092 data_time: 0.1103 memory: 16132 grad_norm: 2.7510 loss: 2.0088 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 2.0088 2023/07/21 12:29:20 - mmengine - INFO - Epoch(train) [21][7640/9365] lr: 1.7124e-02 eta: 5:06:49 time: 0.6208 data_time: 0.0783 memory: 16132 grad_norm: 2.7151 loss: 2.0002 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.0002 2023/07/21 12:29:32 - mmengine - INFO - Epoch(train) [21][7660/9365] lr: 1.7102e-02 eta: 5:06:36 time: 0.6020 data_time: 0.0860 memory: 16132 grad_norm: 2.7189 loss: 1.9646 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 1.9646 2023/07/21 12:29:44 - mmengine - INFO - Epoch(train) [21][7680/9365] lr: 1.7079e-02 eta: 5:06:24 time: 0.5911 data_time: 0.0785 memory: 16132 grad_norm: 2.7346 loss: 2.0377 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0377 2023/07/21 12:29:56 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 12:29:56 - mmengine - INFO - Epoch(train) [21][7700/9365] lr: 1.7056e-02 eta: 5:06:12 time: 0.6262 data_time: 0.0839 memory: 16132 grad_norm: 2.7015 loss: 1.9185 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.9185 2023/07/21 12:30:09 - mmengine - INFO - Epoch(train) [21][7720/9365] lr: 1.7034e-02 eta: 5:05:59 time: 0.6275 data_time: 0.0930 memory: 16132 grad_norm: 2.7003 loss: 1.9821 top1_acc: 0.6250 top5_acc: 0.6562 loss_cls: 1.9821 2023/07/21 12:30:21 - mmengine - INFO - Epoch(train) [21][7740/9365] lr: 1.7011e-02 eta: 5:05:47 time: 0.6229 data_time: 0.0784 memory: 16132 grad_norm: 2.7243 loss: 1.7710 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 1.7710 2023/07/21 12:30:34 - mmengine - INFO - Epoch(train) [21][7760/9365] lr: 1.6989e-02 eta: 5:05:35 time: 0.6196 data_time: 0.1187 memory: 16132 grad_norm: 2.7234 loss: 1.9231 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.9231 2023/07/21 12:30:46 - mmengine - INFO - Epoch(train) [21][7780/9365] lr: 1.6966e-02 eta: 5:05:22 time: 0.6332 data_time: 0.1084 memory: 16132 grad_norm: 2.7198 loss: 1.9823 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.9823 2023/07/21 12:30:58 - mmengine - INFO - Epoch(train) [21][7800/9365] lr: 1.6944e-02 eta: 5:05:10 time: 0.5873 data_time: 0.0909 memory: 16132 grad_norm: 2.7287 loss: 1.9404 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.9404 2023/07/21 12:31:10 - mmengine - INFO - Epoch(train) [21][7820/9365] lr: 1.6921e-02 eta: 5:04:57 time: 0.5922 data_time: 0.0776 memory: 16132 grad_norm: 2.7537 loss: 1.9757 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.9757 2023/07/21 12:31:22 - mmengine - INFO - Epoch(train) [21][7840/9365] lr: 1.6899e-02 eta: 5:04:45 time: 0.6218 data_time: 0.0972 memory: 16132 grad_norm: 2.7278 loss: 1.9789 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 1.9789 2023/07/21 12:31:35 - mmengine - INFO - Epoch(train) [21][7860/9365] lr: 1.6876e-02 eta: 5:04:33 time: 0.6298 data_time: 0.0994 memory: 16132 grad_norm: 2.6886 loss: 1.9217 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.9217 2023/07/21 12:31:47 - mmengine - INFO - Epoch(train) [21][7880/9365] lr: 1.6854e-02 eta: 5:04:20 time: 0.5989 data_time: 0.0897 memory: 16132 grad_norm: 2.7011 loss: 1.7808 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.7808 2023/07/21 12:31:59 - mmengine - INFO - Epoch(train) [21][7900/9365] lr: 1.6831e-02 eta: 5:04:08 time: 0.5856 data_time: 0.0785 memory: 16132 grad_norm: 2.7025 loss: 1.7745 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.7745 2023/07/21 12:32:12 - mmengine - INFO - Epoch(train) [21][7920/9365] lr: 1.6809e-02 eta: 5:03:56 time: 0.6308 data_time: 0.0805 memory: 16132 grad_norm: 2.7713 loss: 1.9603 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.9603 2023/07/21 12:32:24 - mmengine - INFO - Epoch(train) [21][7940/9365] lr: 1.6786e-02 eta: 5:03:43 time: 0.6088 data_time: 0.0936 memory: 16132 grad_norm: 2.7572 loss: 1.9555 top1_acc: 0.3750 top5_acc: 0.7812 loss_cls: 1.9555 2023/07/21 12:32:37 - mmengine - INFO - Epoch(train) [21][7960/9365] lr: 1.6764e-02 eta: 5:03:31 time: 0.6357 data_time: 0.1107 memory: 16132 grad_norm: 2.7858 loss: 1.9648 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9648 2023/07/21 12:32:49 - mmengine - INFO - Epoch(train) [21][7980/9365] lr: 1.6741e-02 eta: 5:03:19 time: 0.6104 data_time: 0.1041 memory: 16132 grad_norm: 2.7855 loss: 1.8251 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.8251 2023/07/21 12:33:01 - mmengine - INFO - Epoch(train) [21][8000/9365] lr: 1.6719e-02 eta: 5:03:06 time: 0.6272 data_time: 0.0911 memory: 16132 grad_norm: 2.7178 loss: 2.0273 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 2.0273 2023/07/21 12:33:14 - mmengine - INFO - Epoch(train) [21][8020/9365] lr: 1.6697e-02 eta: 5:02:54 time: 0.6142 data_time: 0.0852 memory: 16132 grad_norm: 2.6939 loss: 1.9498 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.9498 2023/07/21 12:33:26 - mmengine - INFO - Epoch(train) [21][8040/9365] lr: 1.6674e-02 eta: 5:02:42 time: 0.6291 data_time: 0.1101 memory: 16132 grad_norm: 2.7338 loss: 1.9185 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9185 2023/07/21 12:33:38 - mmengine - INFO - Epoch(train) [21][8060/9365] lr: 1.6652e-02 eta: 5:02:29 time: 0.5835 data_time: 0.0917 memory: 16132 grad_norm: 2.7604 loss: 1.9513 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.9513 2023/07/21 12:33:51 - mmengine - INFO - Epoch(train) [21][8080/9365] lr: 1.6630e-02 eta: 5:02:17 time: 0.6634 data_time: 0.0839 memory: 16132 grad_norm: 2.8026 loss: 1.9244 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9244 2023/07/21 12:34:04 - mmengine - INFO - Epoch(train) [21][8100/9365] lr: 1.6607e-02 eta: 5:02:05 time: 0.6293 data_time: 0.0854 memory: 16132 grad_norm: 2.6752 loss: 1.8867 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8867 2023/07/21 12:34:16 - mmengine - INFO - Epoch(train) [21][8120/9365] lr: 1.6585e-02 eta: 5:01:52 time: 0.6021 data_time: 0.1011 memory: 16132 grad_norm: 2.7044 loss: 1.9383 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9383 2023/07/21 12:34:28 - mmengine - INFO - Epoch(train) [21][8140/9365] lr: 1.6563e-02 eta: 5:01:40 time: 0.6026 data_time: 0.0798 memory: 16132 grad_norm: 2.7738 loss: 1.8824 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.8824 2023/07/21 12:34:40 - mmengine - INFO - Epoch(train) [21][8160/9365] lr: 1.6540e-02 eta: 5:01:28 time: 0.6153 data_time: 0.0843 memory: 16132 grad_norm: 2.7369 loss: 1.7879 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.7879 2023/07/21 12:34:53 - mmengine - INFO - Epoch(train) [21][8180/9365] lr: 1.6518e-02 eta: 5:01:15 time: 0.6263 data_time: 0.0788 memory: 16132 grad_norm: 2.7365 loss: 1.9342 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9342 2023/07/21 12:35:05 - mmengine - INFO - Epoch(train) [21][8200/9365] lr: 1.6496e-02 eta: 5:01:03 time: 0.6114 data_time: 0.0866 memory: 16132 grad_norm: 2.8025 loss: 1.9052 top1_acc: 0.6562 top5_acc: 0.7500 loss_cls: 1.9052 2023/07/21 12:35:17 - mmengine - INFO - Epoch(train) [21][8220/9365] lr: 1.6474e-02 eta: 5:00:50 time: 0.5971 data_time: 0.0898 memory: 16132 grad_norm: 2.7338 loss: 1.9647 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9647 2023/07/21 12:35:29 - mmengine - INFO - Epoch(train) [21][8240/9365] lr: 1.6452e-02 eta: 5:00:38 time: 0.6029 data_time: 0.0768 memory: 16132 grad_norm: 2.6859 loss: 1.8803 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8803 2023/07/21 12:35:42 - mmengine - INFO - Epoch(train) [21][8260/9365] lr: 1.6429e-02 eta: 5:00:26 time: 0.6330 data_time: 0.0999 memory: 16132 grad_norm: 2.7716 loss: 1.9976 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.9976 2023/07/21 12:35:54 - mmengine - INFO - Epoch(train) [21][8280/9365] lr: 1.6407e-02 eta: 5:00:13 time: 0.6093 data_time: 0.0829 memory: 16132 grad_norm: 2.7864 loss: 2.1054 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 2.1054 2023/07/21 12:36:07 - mmengine - INFO - Epoch(train) [21][8300/9365] lr: 1.6385e-02 eta: 5:00:01 time: 0.6338 data_time: 0.0879 memory: 16132 grad_norm: 2.8150 loss: 1.8873 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.8873 2023/07/21 12:36:19 - mmengine - INFO - Epoch(train) [21][8320/9365] lr: 1.6363e-02 eta: 4:59:49 time: 0.6181 data_time: 0.0849 memory: 16132 grad_norm: 2.7165 loss: 1.8335 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 1.8335 2023/07/21 12:36:32 - mmengine - INFO - Epoch(train) [21][8340/9365] lr: 1.6341e-02 eta: 4:59:36 time: 0.6074 data_time: 0.0922 memory: 16132 grad_norm: 2.8003 loss: 1.8540 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.8540 2023/07/21 12:36:44 - mmengine - INFO - Epoch(train) [21][8360/9365] lr: 1.6319e-02 eta: 4:59:24 time: 0.6166 data_time: 0.1009 memory: 16132 grad_norm: 2.8273 loss: 1.9037 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.9037 2023/07/21 12:36:57 - mmengine - INFO - Epoch(train) [21][8380/9365] lr: 1.6296e-02 eta: 4:59:12 time: 0.6310 data_time: 0.0913 memory: 16132 grad_norm: 2.7511 loss: 1.9034 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.9034 2023/07/21 12:37:08 - mmengine - INFO - Epoch(train) [21][8400/9365] lr: 1.6274e-02 eta: 4:58:59 time: 0.5795 data_time: 0.0871 memory: 16132 grad_norm: 2.7649 loss: 1.7705 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.7705 2023/07/21 12:37:21 - mmengine - INFO - Epoch(train) [21][8420/9365] lr: 1.6252e-02 eta: 4:58:47 time: 0.6424 data_time: 0.0818 memory: 16132 grad_norm: 2.8345 loss: 2.0042 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.0042 2023/07/21 12:37:34 - mmengine - INFO - Epoch(train) [21][8440/9365] lr: 1.6230e-02 eta: 4:58:35 time: 0.6220 data_time: 0.0933 memory: 16132 grad_norm: 2.7760 loss: 2.0664 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0664 2023/07/21 12:37:46 - mmengine - INFO - Epoch(train) [21][8460/9365] lr: 1.6208e-02 eta: 4:58:22 time: 0.6108 data_time: 0.0801 memory: 16132 grad_norm: 2.7452 loss: 1.8143 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.8143 2023/07/21 12:37:59 - mmengine - INFO - Epoch(train) [21][8480/9365] lr: 1.6186e-02 eta: 4:58:10 time: 0.6506 data_time: 0.0909 memory: 16132 grad_norm: 2.7513 loss: 1.9571 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.9571 2023/07/21 12:38:11 - mmengine - INFO - Epoch(train) [21][8500/9365] lr: 1.6164e-02 eta: 4:57:58 time: 0.6136 data_time: 0.0903 memory: 16132 grad_norm: 2.7484 loss: 1.7142 top1_acc: 0.4062 top5_acc: 0.8750 loss_cls: 1.7142 2023/07/21 12:38:24 - mmengine - INFO - Epoch(train) [21][8520/9365] lr: 1.6142e-02 eta: 4:57:45 time: 0.6329 data_time: 0.0878 memory: 16132 grad_norm: 2.7275 loss: 1.8911 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8911 2023/07/21 12:38:36 - mmengine - INFO - Epoch(train) [21][8540/9365] lr: 1.6120e-02 eta: 4:57:33 time: 0.6124 data_time: 0.0827 memory: 16132 grad_norm: 2.7385 loss: 1.8774 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.8774 2023/07/21 12:38:49 - mmengine - INFO - Epoch(train) [21][8560/9365] lr: 1.6098e-02 eta: 4:57:21 time: 0.6320 data_time: 0.0836 memory: 16132 grad_norm: 2.7929 loss: 1.8458 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.8458 2023/07/21 12:39:01 - mmengine - INFO - Epoch(train) [21][8580/9365] lr: 1.6076e-02 eta: 4:57:08 time: 0.5970 data_time: 0.0848 memory: 16132 grad_norm: 2.7929 loss: 1.9885 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.9885 2023/07/21 12:39:14 - mmengine - INFO - Epoch(train) [21][8600/9365] lr: 1.6054e-02 eta: 4:56:56 time: 0.6305 data_time: 0.0781 memory: 16132 grad_norm: 2.7703 loss: 1.8833 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.8833 2023/07/21 12:39:26 - mmengine - INFO - Epoch(train) [21][8620/9365] lr: 1.6032e-02 eta: 4:56:44 time: 0.6237 data_time: 0.0980 memory: 16132 grad_norm: 2.7783 loss: 2.0368 top1_acc: 0.3750 top5_acc: 0.7188 loss_cls: 2.0368 2023/07/21 12:39:39 - mmengine - INFO - Epoch(train) [21][8640/9365] lr: 1.6010e-02 eta: 4:56:31 time: 0.6303 data_time: 0.0980 memory: 16132 grad_norm: 2.8185 loss: 1.9626 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9626 2023/07/21 12:39:51 - mmengine - INFO - Epoch(train) [21][8660/9365] lr: 1.5988e-02 eta: 4:56:19 time: 0.6169 data_time: 0.0852 memory: 16132 grad_norm: 2.7305 loss: 1.8846 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.8846 2023/07/21 12:40:03 - mmengine - INFO - Epoch(train) [21][8680/9365] lr: 1.5966e-02 eta: 4:56:07 time: 0.5940 data_time: 0.1119 memory: 16132 grad_norm: 2.7419 loss: 1.9036 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.9036 2023/07/21 12:40:15 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 12:40:15 - mmengine - INFO - Epoch(train) [21][8700/9365] lr: 1.5945e-02 eta: 4:55:54 time: 0.6071 data_time: 0.0825 memory: 16132 grad_norm: 2.8024 loss: 1.9056 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.9056 2023/07/21 12:40:28 - mmengine - INFO - Epoch(train) [21][8720/9365] lr: 1.5923e-02 eta: 4:55:42 time: 0.6285 data_time: 0.0900 memory: 16132 grad_norm: 2.7354 loss: 1.9313 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9313 2023/07/21 12:40:40 - mmengine - INFO - Epoch(train) [21][8740/9365] lr: 1.5901e-02 eta: 4:55:30 time: 0.6100 data_time: 0.0777 memory: 16132 grad_norm: 2.7464 loss: 1.9305 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.9305 2023/07/21 12:40:53 - mmengine - INFO - Epoch(train) [21][8760/9365] lr: 1.5879e-02 eta: 4:55:17 time: 0.6290 data_time: 0.1446 memory: 16132 grad_norm: 2.7480 loss: 1.8579 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8579 2023/07/21 12:41:05 - mmengine - INFO - Epoch(train) [21][8780/9365] lr: 1.5857e-02 eta: 4:55:05 time: 0.6314 data_time: 0.0962 memory: 16132 grad_norm: 2.6875 loss: 1.9835 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.9835 2023/07/21 12:41:18 - mmengine - INFO - Epoch(train) [21][8800/9365] lr: 1.5835e-02 eta: 4:54:53 time: 0.6267 data_time: 0.0882 memory: 16132 grad_norm: 2.7577 loss: 1.8978 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.8978 2023/07/21 12:41:30 - mmengine - INFO - Epoch(train) [21][8820/9365] lr: 1.5814e-02 eta: 4:54:40 time: 0.6046 data_time: 0.0840 memory: 16132 grad_norm: 2.7899 loss: 1.8910 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 1.8910 2023/07/21 12:41:42 - mmengine - INFO - Epoch(train) [21][8840/9365] lr: 1.5792e-02 eta: 4:54:28 time: 0.6160 data_time: 0.0863 memory: 16132 grad_norm: 2.7444 loss: 2.0091 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 2.0091 2023/07/21 12:41:55 - mmengine - INFO - Epoch(train) [21][8860/9365] lr: 1.5770e-02 eta: 4:54:16 time: 0.6100 data_time: 0.0831 memory: 16132 grad_norm: 2.8546 loss: 2.0525 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 2.0525 2023/07/21 12:42:07 - mmengine - INFO - Epoch(train) [21][8880/9365] lr: 1.5748e-02 eta: 4:54:03 time: 0.6010 data_time: 0.0779 memory: 16132 grad_norm: 2.8141 loss: 2.0795 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 2.0795 2023/07/21 12:42:20 - mmengine - INFO - Epoch(train) [21][8900/9365] lr: 1.5727e-02 eta: 4:53:51 time: 0.6381 data_time: 0.0924 memory: 16132 grad_norm: 2.7803 loss: 1.9863 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.9863 2023/07/21 12:42:32 - mmengine - INFO - Epoch(train) [21][8920/9365] lr: 1.5705e-02 eta: 4:53:38 time: 0.6003 data_time: 0.0820 memory: 16132 grad_norm: 2.7765 loss: 1.9820 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9820 2023/07/21 12:42:44 - mmengine - INFO - Epoch(train) [21][8940/9365] lr: 1.5683e-02 eta: 4:53:26 time: 0.6101 data_time: 0.1211 memory: 16132 grad_norm: 2.7559 loss: 1.9177 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 1.9177 2023/07/21 12:42:56 - mmengine - INFO - Epoch(train) [21][8960/9365] lr: 1.5661e-02 eta: 4:53:14 time: 0.5842 data_time: 0.0855 memory: 16132 grad_norm: 2.7846 loss: 1.7931 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.7931 2023/07/21 12:43:08 - mmengine - INFO - Epoch(train) [21][8980/9365] lr: 1.5640e-02 eta: 4:53:01 time: 0.6059 data_time: 0.0790 memory: 16132 grad_norm: 2.8076 loss: 1.9551 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 1.9551 2023/07/21 12:43:21 - mmengine - INFO - Epoch(train) [21][9000/9365] lr: 1.5618e-02 eta: 4:52:49 time: 0.6478 data_time: 0.0829 memory: 16132 grad_norm: 2.8251 loss: 2.0270 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0270 2023/07/21 12:43:33 - mmengine - INFO - Epoch(train) [21][9020/9365] lr: 1.5596e-02 eta: 4:52:37 time: 0.6126 data_time: 0.1168 memory: 16132 grad_norm: 2.7881 loss: 1.9388 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9388 2023/07/21 12:43:45 - mmengine - INFO - Epoch(train) [21][9040/9365] lr: 1.5575e-02 eta: 4:52:24 time: 0.6101 data_time: 0.0850 memory: 16132 grad_norm: 2.7237 loss: 1.8346 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.8346 2023/07/21 12:43:57 - mmengine - INFO - Epoch(train) [21][9060/9365] lr: 1.5553e-02 eta: 4:52:12 time: 0.6060 data_time: 0.0860 memory: 16132 grad_norm: 2.8047 loss: 1.7467 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.7467 2023/07/21 12:44:09 - mmengine - INFO - Epoch(train) [21][9080/9365] lr: 1.5532e-02 eta: 4:51:59 time: 0.6006 data_time: 0.0899 memory: 16132 grad_norm: 2.8056 loss: 1.7856 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.7856 2023/07/21 12:44:22 - mmengine - INFO - Epoch(train) [21][9100/9365] lr: 1.5510e-02 eta: 4:51:47 time: 0.6130 data_time: 0.1166 memory: 16132 grad_norm: 2.7847 loss: 1.8822 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.8822 2023/07/21 12:44:34 - mmengine - INFO - Epoch(train) [21][9120/9365] lr: 1.5488e-02 eta: 4:51:35 time: 0.6166 data_time: 0.0962 memory: 16132 grad_norm: 2.8850 loss: 1.9269 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9269 2023/07/21 12:44:47 - mmengine - INFO - Epoch(train) [21][9140/9365] lr: 1.5467e-02 eta: 4:51:22 time: 0.6230 data_time: 0.0876 memory: 16132 grad_norm: 2.8135 loss: 1.7895 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.7895 2023/07/21 12:44:59 - mmengine - INFO - Epoch(train) [21][9160/9365] lr: 1.5445e-02 eta: 4:51:10 time: 0.5948 data_time: 0.0807 memory: 16132 grad_norm: 2.7684 loss: 1.9973 top1_acc: 0.3438 top5_acc: 0.5938 loss_cls: 1.9973 2023/07/21 12:45:11 - mmengine - INFO - Epoch(train) [21][9180/9365] lr: 1.5424e-02 eta: 4:50:58 time: 0.6116 data_time: 0.0828 memory: 16132 grad_norm: 2.8712 loss: 1.9460 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.9460 2023/07/21 12:45:23 - mmengine - INFO - Epoch(train) [21][9200/9365] lr: 1.5402e-02 eta: 4:50:45 time: 0.6215 data_time: 0.1197 memory: 16132 grad_norm: 2.8569 loss: 1.8549 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.8549 2023/07/21 12:45:35 - mmengine - INFO - Epoch(train) [21][9220/9365] lr: 1.5381e-02 eta: 4:50:33 time: 0.5833 data_time: 0.0843 memory: 16132 grad_norm: 2.7958 loss: 1.9621 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.9621 2023/07/21 12:45:48 - mmengine - INFO - Epoch(train) [21][9240/9365] lr: 1.5359e-02 eta: 4:50:20 time: 0.6247 data_time: 0.0767 memory: 16132 grad_norm: 2.7429 loss: 1.8480 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.8480 2023/07/21 12:46:00 - mmengine - INFO - Epoch(train) [21][9260/9365] lr: 1.5338e-02 eta: 4:50:08 time: 0.6261 data_time: 0.0767 memory: 16132 grad_norm: 2.7691 loss: 1.8600 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.8600 2023/07/21 12:46:12 - mmengine - INFO - Epoch(train) [21][9280/9365] lr: 1.5316e-02 eta: 4:49:56 time: 0.6020 data_time: 0.0862 memory: 16132 grad_norm: 2.8129 loss: 1.8925 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.8925 2023/07/21 12:46:24 - mmengine - INFO - Epoch(train) [21][9300/9365] lr: 1.5295e-02 eta: 4:49:43 time: 0.6021 data_time: 0.0898 memory: 16132 grad_norm: 2.7774 loss: 1.8950 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.8950 2023/07/21 12:46:36 - mmengine - INFO - Epoch(train) [21][9320/9365] lr: 1.5273e-02 eta: 4:49:31 time: 0.6077 data_time: 0.0786 memory: 16132 grad_norm: 2.8131 loss: 1.9069 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 1.9069 2023/07/21 12:46:49 - mmengine - INFO - Epoch(train) [21][9340/9365] lr: 1.5252e-02 eta: 4:49:19 time: 0.6413 data_time: 0.0779 memory: 16132 grad_norm: 2.7921 loss: 1.9860 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.9860 2023/07/21 12:47:01 - mmengine - INFO - Epoch(train) [21][9360/9365] lr: 1.5231e-02 eta: 4:49:06 time: 0.5977 data_time: 0.0834 memory: 16132 grad_norm: 2.8110 loss: 1.8352 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.8352 2023/07/21 12:47:04 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 12:47:04 - mmengine - INFO - Epoch(train) [21][9365/9365] lr: 1.5225e-02 eta: 4:49:03 time: 0.5833 data_time: 0.0833 memory: 16132 grad_norm: 2.8472 loss: 1.7904 top1_acc: 0.4583 top5_acc: 0.7500 loss_cls: 1.7904 2023/07/21 12:47:04 - mmengine - INFO - Saving checkpoint at 21 epochs 2023/07/21 12:47:22 - mmengine - INFO - Epoch(val) [21][20/78] eta: 0:00:47 time: 0.8134 data_time: 0.5238 memory: 3721 2023/07/21 12:47:34 - mmengine - INFO - Epoch(val) [21][40/78] eta: 0:00:27 time: 0.6372 data_time: 0.3447 memory: 3721 2023/07/21 12:47:45 - mmengine - INFO - Epoch(val) [21][60/78] eta: 0:00:11 time: 0.5153 data_time: 0.2332 memory: 3721 2023/07/21 12:47:57 - mmengine - INFO - Epoch(val) [21][78/78] acc/top1: 0.4217 acc/top5: 0.6830 acc/mean1: 0.4214 data_time: 0.3185 time: 0.5987 2023/07/21 12:47:57 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/daiwenxun/mmlab/mmaction2/work_dirs/slowonly_r50_8xb32-u48-240e_k400-keypoint/best_acc_top1_epoch_18.pth is removed 2023/07/21 12:47:58 - mmengine - INFO - The best checkpoint with 0.4217 acc/top1 at 21 epoch is saved to best_acc_top1_epoch_21.pth. 2023/07/21 12:48:19 - mmengine - INFO - Epoch(train) [22][ 20/9365] lr: 1.5204e-02 eta: 4:48:53 time: 1.0525 data_time: 0.3748 memory: 16132 grad_norm: 2.7520 loss: 1.8843 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.8843 2023/07/21 12:48:32 - mmengine - INFO - Epoch(train) [22][ 40/9365] lr: 1.5182e-02 eta: 4:48:40 time: 0.6337 data_time: 0.1029 memory: 16132 grad_norm: 2.8161 loss: 1.7784 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.7784 2023/07/21 12:48:44 - mmengine - INFO - Epoch(train) [22][ 60/9365] lr: 1.5161e-02 eta: 4:48:28 time: 0.6148 data_time: 0.1041 memory: 16132 grad_norm: 2.8166 loss: 1.8556 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.8556 2023/07/21 12:48:56 - mmengine - INFO - Epoch(train) [22][ 80/9365] lr: 1.5140e-02 eta: 4:48:16 time: 0.5983 data_time: 0.0771 memory: 16132 grad_norm: 2.8268 loss: 1.8279 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.8279 2023/07/21 12:49:08 - mmengine - INFO - Epoch(train) [22][ 100/9365] lr: 1.5118e-02 eta: 4:48:03 time: 0.5967 data_time: 0.0829 memory: 16132 grad_norm: 2.7856 loss: 1.9033 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9033 2023/07/21 12:49:21 - mmengine - INFO - Epoch(train) [22][ 120/9365] lr: 1.5097e-02 eta: 4:47:51 time: 0.6195 data_time: 0.0913 memory: 16132 grad_norm: 2.7439 loss: 1.8968 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8968 2023/07/21 12:49:33 - mmengine - INFO - Epoch(train) [22][ 140/9365] lr: 1.5076e-02 eta: 4:47:38 time: 0.6090 data_time: 0.0814 memory: 16132 grad_norm: 2.7861 loss: 1.8190 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 1.8190 2023/07/21 12:49:45 - mmengine - INFO - Epoch(train) [22][ 160/9365] lr: 1.5054e-02 eta: 4:47:26 time: 0.6285 data_time: 0.0936 memory: 16132 grad_norm: 2.7996 loss: 1.8062 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 1.8062 2023/07/21 12:49:57 - mmengine - INFO - Epoch(train) [22][ 180/9365] lr: 1.5033e-02 eta: 4:47:14 time: 0.5754 data_time: 0.0862 memory: 16132 grad_norm: 2.8004 loss: 1.8227 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8227 2023/07/21 12:50:10 - mmengine - INFO - Epoch(train) [22][ 200/9365] lr: 1.5012e-02 eta: 4:47:01 time: 0.6322 data_time: 0.0999 memory: 16132 grad_norm: 2.8273 loss: 1.8638 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.8638 2023/07/21 12:50:22 - mmengine - INFO - Epoch(train) [22][ 220/9365] lr: 1.4991e-02 eta: 4:46:49 time: 0.5993 data_time: 0.0865 memory: 16132 grad_norm: 2.8462 loss: 1.8888 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.8888 2023/07/21 12:50:34 - mmengine - INFO - Epoch(train) [22][ 240/9365] lr: 1.4969e-02 eta: 4:46:36 time: 0.6083 data_time: 0.0768 memory: 16132 grad_norm: 2.8921 loss: 1.9796 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.9796 2023/07/21 12:50:46 - mmengine - INFO - Epoch(train) [22][ 260/9365] lr: 1.4948e-02 eta: 4:46:24 time: 0.6117 data_time: 0.0781 memory: 16132 grad_norm: 2.8508 loss: 1.8883 top1_acc: 0.4688 top5_acc: 0.8750 loss_cls: 1.8883 2023/07/21 12:50:58 - mmengine - INFO - Epoch(train) [22][ 280/9365] lr: 1.4927e-02 eta: 4:46:12 time: 0.5930 data_time: 0.0798 memory: 16132 grad_norm: 2.8333 loss: 1.8681 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.8681 2023/07/21 12:51:11 - mmengine - INFO - Epoch(train) [22][ 300/9365] lr: 1.4906e-02 eta: 4:45:59 time: 0.6272 data_time: 0.1387 memory: 16132 grad_norm: 2.8279 loss: 1.7473 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7473 2023/07/21 12:51:23 - mmengine - INFO - Epoch(train) [22][ 320/9365] lr: 1.4885e-02 eta: 4:45:47 time: 0.6073 data_time: 0.0833 memory: 16132 grad_norm: 2.8707 loss: 1.9408 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.9408 2023/07/21 12:51:32 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 12:51:35 - mmengine - INFO - Epoch(train) [22][ 340/9365] lr: 1.4864e-02 eta: 4:45:35 time: 0.6162 data_time: 0.0886 memory: 16132 grad_norm: 2.7558 loss: 1.8333 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 1.8333 2023/07/21 12:51:48 - mmengine - INFO - Epoch(train) [22][ 360/9365] lr: 1.4842e-02 eta: 4:45:22 time: 0.6188 data_time: 0.0878 memory: 16132 grad_norm: 2.8449 loss: 1.8121 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.8121 2023/07/21 12:52:00 - mmengine - INFO - Epoch(train) [22][ 380/9365] lr: 1.4821e-02 eta: 4:45:10 time: 0.6194 data_time: 0.0882 memory: 16132 grad_norm: 2.8659 loss: 1.8054 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.8054 2023/07/21 12:52:13 - mmengine - INFO - Epoch(train) [22][ 400/9365] lr: 1.4800e-02 eta: 4:44:58 time: 0.6529 data_time: 0.0758 memory: 16132 grad_norm: 2.8480 loss: 1.8632 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.8632 2023/07/21 12:52:25 - mmengine - INFO - Epoch(train) [22][ 420/9365] lr: 1.4779e-02 eta: 4:44:45 time: 0.5770 data_time: 0.0828 memory: 16132 grad_norm: 2.7853 loss: 1.8875 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8875 2023/07/21 12:52:37 - mmengine - INFO - Epoch(train) [22][ 440/9365] lr: 1.4758e-02 eta: 4:44:33 time: 0.5949 data_time: 0.0951 memory: 16132 grad_norm: 2.7783 loss: 1.9316 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.9316 2023/07/21 12:52:49 - mmengine - INFO - Epoch(train) [22][ 460/9365] lr: 1.4737e-02 eta: 4:44:20 time: 0.6318 data_time: 0.0999 memory: 16132 grad_norm: 2.8922 loss: 1.9261 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9261 2023/07/21 12:53:02 - mmengine - INFO - Epoch(train) [22][ 480/9365] lr: 1.4716e-02 eta: 4:44:08 time: 0.6396 data_time: 0.0760 memory: 16132 grad_norm: 2.8634 loss: 1.8334 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8334 2023/07/21 12:53:14 - mmengine - INFO - Epoch(train) [22][ 500/9365] lr: 1.4695e-02 eta: 4:43:56 time: 0.5895 data_time: 0.0847 memory: 16132 grad_norm: 2.8350 loss: 1.8431 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.8431 2023/07/21 12:53:26 - mmengine - INFO - Epoch(train) [22][ 520/9365] lr: 1.4674e-02 eta: 4:43:43 time: 0.5983 data_time: 0.0855 memory: 16132 grad_norm: 2.8519 loss: 2.0223 top1_acc: 0.5312 top5_acc: 0.6250 loss_cls: 2.0223 2023/07/21 12:53:38 - mmengine - INFO - Epoch(train) [22][ 540/9365] lr: 1.4653e-02 eta: 4:43:31 time: 0.6085 data_time: 0.0804 memory: 16132 grad_norm: 2.7750 loss: 1.8174 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8174 2023/07/21 12:53:50 - mmengine - INFO - Epoch(train) [22][ 560/9365] lr: 1.4632e-02 eta: 4:43:18 time: 0.5866 data_time: 0.0785 memory: 16132 grad_norm: 2.8966 loss: 1.9727 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9727 2023/07/21 12:54:02 - mmengine - INFO - Epoch(train) [22][ 580/9365] lr: 1.4611e-02 eta: 4:43:06 time: 0.6200 data_time: 0.0863 memory: 16132 grad_norm: 2.8148 loss: 1.7844 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.7844 2023/07/21 12:54:14 - mmengine - INFO - Epoch(train) [22][ 600/9365] lr: 1.4590e-02 eta: 4:42:54 time: 0.5950 data_time: 0.0815 memory: 16132 grad_norm: 2.8073 loss: 1.7980 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 1.7980 2023/07/21 12:54:26 - mmengine - INFO - Epoch(train) [22][ 620/9365] lr: 1.4569e-02 eta: 4:42:41 time: 0.6006 data_time: 0.1229 memory: 16132 grad_norm: 2.8800 loss: 1.7318 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.7318 2023/07/21 12:54:39 - mmengine - INFO - Epoch(train) [22][ 640/9365] lr: 1.4548e-02 eta: 4:42:29 time: 0.6342 data_time: 0.0781 memory: 16132 grad_norm: 2.8010 loss: 1.7501 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.7501 2023/07/21 12:54:51 - mmengine - INFO - Epoch(train) [22][ 660/9365] lr: 1.4527e-02 eta: 4:42:17 time: 0.6186 data_time: 0.0809 memory: 16132 grad_norm: 2.7964 loss: 1.8088 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.8088 2023/07/21 12:55:03 - mmengine - INFO - Epoch(train) [22][ 680/9365] lr: 1.4506e-02 eta: 4:42:04 time: 0.5805 data_time: 0.0754 memory: 16132 grad_norm: 2.8489 loss: 1.8236 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8236 2023/07/21 12:55:16 - mmengine - INFO - Epoch(train) [22][ 700/9365] lr: 1.4485e-02 eta: 4:41:52 time: 0.6233 data_time: 0.0772 memory: 16132 grad_norm: 2.8822 loss: 1.8817 top1_acc: 0.5312 top5_acc: 0.9062 loss_cls: 1.8817 2023/07/21 12:55:28 - mmengine - INFO - Epoch(train) [22][ 720/9365] lr: 1.4464e-02 eta: 4:41:39 time: 0.5940 data_time: 0.0793 memory: 16132 grad_norm: 2.8352 loss: 1.7708 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.7708 2023/07/21 12:55:40 - mmengine - INFO - Epoch(train) [22][ 740/9365] lr: 1.4443e-02 eta: 4:41:27 time: 0.6068 data_time: 0.0758 memory: 16132 grad_norm: 2.8580 loss: 1.8141 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8141 2023/07/21 12:55:52 - mmengine - INFO - Epoch(train) [22][ 760/9365] lr: 1.4423e-02 eta: 4:41:15 time: 0.6040 data_time: 0.0846 memory: 16132 grad_norm: 2.8297 loss: 1.8884 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.8884 2023/07/21 12:56:04 - mmengine - INFO - Epoch(train) [22][ 780/9365] lr: 1.4402e-02 eta: 4:41:02 time: 0.5923 data_time: 0.0828 memory: 16132 grad_norm: 2.8384 loss: 1.6969 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6969 2023/07/21 12:56:16 - mmengine - INFO - Epoch(train) [22][ 800/9365] lr: 1.4381e-02 eta: 4:40:50 time: 0.6001 data_time: 0.0762 memory: 16132 grad_norm: 2.9210 loss: 1.7676 top1_acc: 0.5938 top5_acc: 0.9375 loss_cls: 1.7676 2023/07/21 12:56:28 - mmengine - INFO - Epoch(train) [22][ 820/9365] lr: 1.4360e-02 eta: 4:40:37 time: 0.6192 data_time: 0.0998 memory: 16132 grad_norm: 2.8662 loss: 1.8256 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.8256 2023/07/21 12:56:41 - mmengine - INFO - Epoch(train) [22][ 840/9365] lr: 1.4339e-02 eta: 4:40:25 time: 0.6177 data_time: 0.0815 memory: 16132 grad_norm: 2.8583 loss: 1.8109 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.8109 2023/07/21 12:56:53 - mmengine - INFO - Epoch(train) [22][ 860/9365] lr: 1.4318e-02 eta: 4:40:13 time: 0.6270 data_time: 0.0827 memory: 16132 grad_norm: 2.8415 loss: 1.8056 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.8056 2023/07/21 12:57:05 - mmengine - INFO - Epoch(train) [22][ 880/9365] lr: 1.4298e-02 eta: 4:40:00 time: 0.6029 data_time: 0.0872 memory: 16132 grad_norm: 2.8983 loss: 1.8353 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 1.8353 2023/07/21 12:57:18 - mmengine - INFO - Epoch(train) [22][ 900/9365] lr: 1.4277e-02 eta: 4:39:48 time: 0.6281 data_time: 0.0845 memory: 16132 grad_norm: 2.8557 loss: 1.8299 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.8299 2023/07/21 12:57:30 - mmengine - INFO - Epoch(train) [22][ 920/9365] lr: 1.4256e-02 eta: 4:39:36 time: 0.6085 data_time: 0.0858 memory: 16132 grad_norm: 2.8600 loss: 1.8750 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.8750 2023/07/21 12:57:42 - mmengine - INFO - Epoch(train) [22][ 940/9365] lr: 1.4235e-02 eta: 4:39:23 time: 0.5794 data_time: 0.0778 memory: 16132 grad_norm: 2.8768 loss: 1.8481 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 1.8481 2023/07/21 12:57:54 - mmengine - INFO - Epoch(train) [22][ 960/9365] lr: 1.4215e-02 eta: 4:39:11 time: 0.5944 data_time: 0.0871 memory: 16132 grad_norm: 2.8046 loss: 1.8072 top1_acc: 0.5312 top5_acc: 0.9688 loss_cls: 1.8072 2023/07/21 12:58:07 - mmengine - INFO - Epoch(train) [22][ 980/9365] lr: 1.4194e-02 eta: 4:38:58 time: 0.6446 data_time: 0.0822 memory: 16132 grad_norm: 2.8813 loss: 2.0244 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 2.0244 2023/07/21 12:58:19 - mmengine - INFO - Epoch(train) [22][1000/9365] lr: 1.4173e-02 eta: 4:38:46 time: 0.6053 data_time: 0.0847 memory: 16132 grad_norm: 2.8571 loss: 1.9196 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 1.9196 2023/07/21 12:58:31 - mmengine - INFO - Epoch(train) [22][1020/9365] lr: 1.4153e-02 eta: 4:38:34 time: 0.6254 data_time: 0.1034 memory: 16132 grad_norm: 2.9209 loss: 1.9806 top1_acc: 0.7188 top5_acc: 0.7812 loss_cls: 1.9806 2023/07/21 12:58:44 - mmengine - INFO - Epoch(train) [22][1040/9365] lr: 1.4132e-02 eta: 4:38:21 time: 0.6380 data_time: 0.0970 memory: 16132 grad_norm: 2.9001 loss: 1.9256 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.9256 2023/07/21 12:58:56 - mmengine - INFO - Epoch(train) [22][1060/9365] lr: 1.4111e-02 eta: 4:38:09 time: 0.5997 data_time: 0.0931 memory: 16132 grad_norm: 2.8703 loss: 1.9310 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.9310 2023/07/21 12:59:08 - mmengine - INFO - Epoch(train) [22][1080/9365] lr: 1.4091e-02 eta: 4:37:57 time: 0.6093 data_time: 0.0839 memory: 16132 grad_norm: 2.8707 loss: 1.8129 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.8129 2023/07/21 12:59:20 - mmengine - INFO - Epoch(train) [22][1100/9365] lr: 1.4070e-02 eta: 4:37:44 time: 0.6031 data_time: 0.1027 memory: 16132 grad_norm: 2.8629 loss: 1.9253 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.9253 2023/07/21 12:59:33 - mmengine - INFO - Epoch(train) [22][1120/9365] lr: 1.4050e-02 eta: 4:37:32 time: 0.5993 data_time: 0.1101 memory: 16132 grad_norm: 2.8836 loss: 1.7981 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.7981 2023/07/21 12:59:44 - mmengine - INFO - Epoch(train) [22][1140/9365] lr: 1.4029e-02 eta: 4:37:19 time: 0.5947 data_time: 0.1130 memory: 16132 grad_norm: 2.8162 loss: 1.8186 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8186 2023/07/21 12:59:57 - mmengine - INFO - Epoch(train) [22][1160/9365] lr: 1.4009e-02 eta: 4:37:07 time: 0.6404 data_time: 0.1034 memory: 16132 grad_norm: 2.8581 loss: 1.7923 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7923 2023/07/21 13:00:10 - mmengine - INFO - Epoch(train) [22][1180/9365] lr: 1.3988e-02 eta: 4:36:55 time: 0.6131 data_time: 0.1006 memory: 16132 grad_norm: 2.8523 loss: 1.8556 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.8556 2023/07/21 13:00:21 - mmengine - INFO - Epoch(train) [22][1200/9365] lr: 1.3967e-02 eta: 4:36:42 time: 0.5875 data_time: 0.0925 memory: 16132 grad_norm: 2.8974 loss: 1.9548 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.9548 2023/07/21 13:00:34 - mmengine - INFO - Epoch(train) [22][1220/9365] lr: 1.3947e-02 eta: 4:36:30 time: 0.6147 data_time: 0.1034 memory: 16132 grad_norm: 2.8432 loss: 1.9034 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 1.9034 2023/07/21 13:00:46 - mmengine - INFO - Epoch(train) [22][1240/9365] lr: 1.3926e-02 eta: 4:36:18 time: 0.5995 data_time: 0.0827 memory: 16132 grad_norm: 2.8891 loss: 1.8810 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 1.8810 2023/07/21 13:00:58 - mmengine - INFO - Epoch(train) [22][1260/9365] lr: 1.3906e-02 eta: 4:36:05 time: 0.6117 data_time: 0.0839 memory: 16132 grad_norm: 2.8545 loss: 1.9241 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9241 2023/07/21 13:01:10 - mmengine - INFO - Epoch(train) [22][1280/9365] lr: 1.3885e-02 eta: 4:35:53 time: 0.6127 data_time: 0.0775 memory: 16132 grad_norm: 2.8069 loss: 1.8833 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.8833 2023/07/21 13:01:23 - mmengine - INFO - Epoch(train) [22][1300/9365] lr: 1.3865e-02 eta: 4:35:40 time: 0.6232 data_time: 0.0889 memory: 16132 grad_norm: 2.8655 loss: 1.9397 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.9397 2023/07/21 13:01:35 - mmengine - INFO - Epoch(train) [22][1320/9365] lr: 1.3845e-02 eta: 4:35:28 time: 0.5884 data_time: 0.0937 memory: 16132 grad_norm: 2.8478 loss: 1.8839 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8839 2023/07/21 13:01:44 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 13:01:47 - mmengine - INFO - Epoch(train) [22][1340/9365] lr: 1.3824e-02 eta: 4:35:16 time: 0.6109 data_time: 0.0816 memory: 16132 grad_norm: 2.8120 loss: 1.6984 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.6984 2023/07/21 13:01:59 - mmengine - INFO - Epoch(train) [22][1360/9365] lr: 1.3804e-02 eta: 4:35:03 time: 0.6138 data_time: 0.1108 memory: 16132 grad_norm: 2.7894 loss: 1.9435 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9435 2023/07/21 13:02:11 - mmengine - INFO - Epoch(train) [22][1380/9365] lr: 1.3783e-02 eta: 4:34:51 time: 0.5692 data_time: 0.0898 memory: 16132 grad_norm: 2.8237 loss: 1.7249 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.7249 2023/07/21 13:02:23 - mmengine - INFO - Epoch(train) [22][1400/9365] lr: 1.3763e-02 eta: 4:34:38 time: 0.6126 data_time: 0.0878 memory: 16132 grad_norm: 2.8572 loss: 1.7870 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.7870 2023/07/21 13:02:35 - mmengine - INFO - Epoch(train) [22][1420/9365] lr: 1.3742e-02 eta: 4:34:26 time: 0.6156 data_time: 0.0820 memory: 16132 grad_norm: 2.8920 loss: 1.8604 top1_acc: 0.3750 top5_acc: 0.5312 loss_cls: 1.8604 2023/07/21 13:02:48 - mmengine - INFO - Epoch(train) [22][1440/9365] lr: 1.3722e-02 eta: 4:34:14 time: 0.6167 data_time: 0.1294 memory: 16132 grad_norm: 2.8769 loss: 1.9104 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 1.9104 2023/07/21 13:03:00 - mmengine - INFO - Epoch(train) [22][1460/9365] lr: 1.3702e-02 eta: 4:34:01 time: 0.6225 data_time: 0.0863 memory: 16132 grad_norm: 2.8886 loss: 1.7526 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 1.7526 2023/07/21 13:03:12 - mmengine - INFO - Epoch(train) [22][1480/9365] lr: 1.3681e-02 eta: 4:33:49 time: 0.6055 data_time: 0.0833 memory: 16132 grad_norm: 2.8652 loss: 1.8505 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.8505 2023/07/21 13:03:24 - mmengine - INFO - Epoch(train) [22][1500/9365] lr: 1.3661e-02 eta: 4:33:37 time: 0.5973 data_time: 0.0874 memory: 16132 grad_norm: 2.8536 loss: 1.8887 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.8887 2023/07/21 13:03:37 - mmengine - INFO - Epoch(train) [22][1520/9365] lr: 1.3641e-02 eta: 4:33:24 time: 0.6178 data_time: 0.1033 memory: 16132 grad_norm: 2.8811 loss: 1.7286 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.7286 2023/07/21 13:03:49 - mmengine - INFO - Epoch(train) [22][1540/9365] lr: 1.3621e-02 eta: 4:33:12 time: 0.6360 data_time: 0.1052 memory: 16132 grad_norm: 2.9252 loss: 1.8627 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 1.8627 2023/07/21 13:04:02 - mmengine - INFO - Epoch(train) [22][1560/9365] lr: 1.3600e-02 eta: 4:33:00 time: 0.6146 data_time: 0.0827 memory: 16132 grad_norm: 2.8871 loss: 1.9179 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.9179 2023/07/21 13:04:14 - mmengine - INFO - Epoch(train) [22][1580/9365] lr: 1.3580e-02 eta: 4:32:47 time: 0.6032 data_time: 0.0867 memory: 16132 grad_norm: 2.8454 loss: 1.9063 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9063 2023/07/21 13:04:26 - mmengine - INFO - Epoch(train) [22][1600/9365] lr: 1.3560e-02 eta: 4:32:35 time: 0.6240 data_time: 0.0843 memory: 16132 grad_norm: 2.9085 loss: 1.8763 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.8763 2023/07/21 13:04:39 - mmengine - INFO - Epoch(train) [22][1620/9365] lr: 1.3540e-02 eta: 4:32:23 time: 0.6256 data_time: 0.0892 memory: 16132 grad_norm: 2.8581 loss: 1.8594 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.8594 2023/07/21 13:04:51 - mmengine - INFO - Epoch(train) [22][1640/9365] lr: 1.3519e-02 eta: 4:32:10 time: 0.5995 data_time: 0.0810 memory: 16132 grad_norm: 2.9462 loss: 1.9951 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.9951 2023/07/21 13:05:04 - mmengine - INFO - Epoch(train) [22][1660/9365] lr: 1.3499e-02 eta: 4:31:58 time: 0.6234 data_time: 0.0866 memory: 16132 grad_norm: 2.9314 loss: 1.7803 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.7803 2023/07/21 13:05:15 - mmengine - INFO - Epoch(train) [22][1680/9365] lr: 1.3479e-02 eta: 4:31:45 time: 0.5946 data_time: 0.0919 memory: 16132 grad_norm: 2.8881 loss: 1.9071 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.9071 2023/07/21 13:05:27 - mmengine - INFO - Epoch(train) [22][1700/9365] lr: 1.3459e-02 eta: 4:31:33 time: 0.5980 data_time: 0.0777 memory: 16132 grad_norm: 2.9609 loss: 1.9047 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.9047 2023/07/21 13:05:40 - mmengine - INFO - Epoch(train) [22][1720/9365] lr: 1.3439e-02 eta: 4:31:21 time: 0.6223 data_time: 0.1052 memory: 16132 grad_norm: 2.9611 loss: 1.9140 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.9140 2023/07/21 13:05:52 - mmengine - INFO - Epoch(train) [22][1740/9365] lr: 1.3418e-02 eta: 4:31:08 time: 0.6170 data_time: 0.1053 memory: 16132 grad_norm: 2.9127 loss: 1.7878 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 1.7878 2023/07/21 13:06:05 - mmengine - INFO - Epoch(train) [22][1760/9365] lr: 1.3398e-02 eta: 4:30:56 time: 0.6167 data_time: 0.0877 memory: 16132 grad_norm: 2.9261 loss: 1.7235 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.7235 2023/07/21 13:06:17 - mmengine - INFO - Epoch(train) [22][1780/9365] lr: 1.3378e-02 eta: 4:30:44 time: 0.6054 data_time: 0.0799 memory: 16132 grad_norm: 2.9065 loss: 1.8847 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8847 2023/07/21 13:06:29 - mmengine - INFO - Epoch(train) [22][1800/9365] lr: 1.3358e-02 eta: 4:30:31 time: 0.6073 data_time: 0.0843 memory: 16132 grad_norm: 2.9317 loss: 1.8629 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8629 2023/07/21 13:06:42 - mmengine - INFO - Epoch(train) [22][1820/9365] lr: 1.3338e-02 eta: 4:30:19 time: 0.6289 data_time: 0.0819 memory: 16132 grad_norm: 2.9070 loss: 1.9229 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9229 2023/07/21 13:06:54 - mmengine - INFO - Epoch(train) [22][1840/9365] lr: 1.3318e-02 eta: 4:30:06 time: 0.6181 data_time: 0.0902 memory: 16132 grad_norm: 2.8990 loss: 1.8149 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.8149 2023/07/21 13:07:07 - mmengine - INFO - Epoch(train) [22][1860/9365] lr: 1.3298e-02 eta: 4:29:54 time: 0.6276 data_time: 0.0823 memory: 16132 grad_norm: 2.9008 loss: 1.8631 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.8631 2023/07/21 13:07:19 - mmengine - INFO - Epoch(train) [22][1880/9365] lr: 1.3278e-02 eta: 4:29:42 time: 0.6110 data_time: 0.0823 memory: 16132 grad_norm: 2.8680 loss: 1.7916 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.7916 2023/07/21 13:07:31 - mmengine - INFO - Epoch(train) [22][1900/9365] lr: 1.3258e-02 eta: 4:29:29 time: 0.6149 data_time: 0.0809 memory: 16132 grad_norm: 2.9203 loss: 1.8992 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.8992 2023/07/21 13:07:44 - mmengine - INFO - Epoch(train) [22][1920/9365] lr: 1.3238e-02 eta: 4:29:17 time: 0.6254 data_time: 0.1074 memory: 16132 grad_norm: 2.9235 loss: 1.8429 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.8429 2023/07/21 13:07:56 - mmengine - INFO - Epoch(train) [22][1940/9365] lr: 1.3218e-02 eta: 4:29:05 time: 0.5966 data_time: 0.0848 memory: 16132 grad_norm: 2.9438 loss: 1.7881 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.7881 2023/07/21 13:08:09 - mmengine - INFO - Epoch(train) [22][1960/9365] lr: 1.3198e-02 eta: 4:28:52 time: 0.6481 data_time: 0.1000 memory: 16132 grad_norm: 2.9274 loss: 1.8634 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.8634 2023/07/21 13:08:21 - mmengine - INFO - Epoch(train) [22][1980/9365] lr: 1.3178e-02 eta: 4:28:40 time: 0.6156 data_time: 0.0796 memory: 16132 grad_norm: 2.9174 loss: 1.9340 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.9340 2023/07/21 13:08:33 - mmengine - INFO - Epoch(train) [22][2000/9365] lr: 1.3158e-02 eta: 4:28:28 time: 0.6013 data_time: 0.0816 memory: 16132 grad_norm: 2.9152 loss: 1.9012 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.9012 2023/07/21 13:08:45 - mmengine - INFO - Epoch(train) [22][2020/9365] lr: 1.3138e-02 eta: 4:28:15 time: 0.6100 data_time: 0.0949 memory: 16132 grad_norm: 2.9512 loss: 1.8724 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.8724 2023/07/21 13:08:58 - mmengine - INFO - Epoch(train) [22][2040/9365] lr: 1.3118e-02 eta: 4:28:03 time: 0.6025 data_time: 0.1034 memory: 16132 grad_norm: 2.9446 loss: 1.8463 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.8463 2023/07/21 13:09:10 - mmengine - INFO - Epoch(train) [22][2060/9365] lr: 1.3098e-02 eta: 4:27:51 time: 0.6077 data_time: 0.0748 memory: 16132 grad_norm: 2.9311 loss: 1.8229 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.8229 2023/07/21 13:09:22 - mmengine - INFO - Epoch(train) [22][2080/9365] lr: 1.3078e-02 eta: 4:27:38 time: 0.5874 data_time: 0.0787 memory: 16132 grad_norm: 2.9276 loss: 2.0187 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 2.0187 2023/07/21 13:09:35 - mmengine - INFO - Epoch(train) [22][2100/9365] lr: 1.3058e-02 eta: 4:27:26 time: 0.6687 data_time: 0.0794 memory: 16132 grad_norm: 2.9742 loss: 1.8964 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.8964 2023/07/21 13:09:47 - mmengine - INFO - Epoch(train) [22][2120/9365] lr: 1.3039e-02 eta: 4:27:14 time: 0.6240 data_time: 0.1405 memory: 16132 grad_norm: 2.9580 loss: 2.0400 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0400 2023/07/21 13:10:01 - mmengine - INFO - Epoch(train) [22][2140/9365] lr: 1.3019e-02 eta: 4:27:01 time: 0.6518 data_time: 0.0886 memory: 16132 grad_norm: 2.9405 loss: 1.8273 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8273 2023/07/21 13:10:13 - mmengine - INFO - Epoch(train) [22][2160/9365] lr: 1.2999e-02 eta: 4:26:49 time: 0.5985 data_time: 0.0882 memory: 16132 grad_norm: 2.9188 loss: 1.9225 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 1.9225 2023/07/21 13:10:25 - mmengine - INFO - Epoch(train) [22][2180/9365] lr: 1.2979e-02 eta: 4:26:37 time: 0.6105 data_time: 0.0763 memory: 16132 grad_norm: 2.9001 loss: 1.9356 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.9356 2023/07/21 13:10:37 - mmengine - INFO - Epoch(train) [22][2200/9365] lr: 1.2959e-02 eta: 4:26:24 time: 0.6018 data_time: 0.0866 memory: 16132 grad_norm: 2.9221 loss: 1.8542 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8542 2023/07/21 13:10:49 - mmengine - INFO - Epoch(train) [22][2220/9365] lr: 1.2939e-02 eta: 4:26:12 time: 0.5944 data_time: 0.0916 memory: 16132 grad_norm: 2.8864 loss: 1.8076 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.8076 2023/07/21 13:11:01 - mmengine - INFO - Epoch(train) [22][2240/9365] lr: 1.2920e-02 eta: 4:25:59 time: 0.6054 data_time: 0.0929 memory: 16132 grad_norm: 2.9250 loss: 1.7495 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.7495 2023/07/21 13:11:13 - mmengine - INFO - Epoch(train) [22][2260/9365] lr: 1.2900e-02 eta: 4:25:47 time: 0.5944 data_time: 0.0829 memory: 16132 grad_norm: 2.9215 loss: 1.8402 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.8402 2023/07/21 13:11:25 - mmengine - INFO - Epoch(train) [22][2280/9365] lr: 1.2880e-02 eta: 4:25:35 time: 0.5877 data_time: 0.0815 memory: 16132 grad_norm: 2.9466 loss: 1.8245 top1_acc: 0.3438 top5_acc: 0.8125 loss_cls: 1.8245 2023/07/21 13:11:37 - mmengine - INFO - Epoch(train) [22][2300/9365] lr: 1.2860e-02 eta: 4:25:22 time: 0.6179 data_time: 0.0936 memory: 16132 grad_norm: 2.8896 loss: 1.7889 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.7889 2023/07/21 13:11:49 - mmengine - INFO - Epoch(train) [22][2320/9365] lr: 1.2841e-02 eta: 4:25:10 time: 0.6094 data_time: 0.0821 memory: 16132 grad_norm: 2.9679 loss: 1.8768 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8768 2023/07/21 13:11:58 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 13:12:01 - mmengine - INFO - Epoch(train) [22][2340/9365] lr: 1.2821e-02 eta: 4:24:57 time: 0.5924 data_time: 0.0762 memory: 16132 grad_norm: 2.9087 loss: 1.8996 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8996 2023/07/21 13:12:13 - mmengine - INFO - Epoch(train) [22][2360/9365] lr: 1.2801e-02 eta: 4:24:45 time: 0.5995 data_time: 0.0832 memory: 16132 grad_norm: 2.9576 loss: 1.8518 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.8518 2023/07/21 13:12:26 - mmengine - INFO - Epoch(train) [22][2380/9365] lr: 1.2782e-02 eta: 4:24:33 time: 0.6495 data_time: 0.0967 memory: 16132 grad_norm: 2.9371 loss: 1.8734 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.8734 2023/07/21 13:12:38 - mmengine - INFO - Epoch(train) [22][2400/9365] lr: 1.2762e-02 eta: 4:24:20 time: 0.5929 data_time: 0.0879 memory: 16132 grad_norm: 2.9517 loss: 1.8472 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.8472 2023/07/21 13:12:50 - mmengine - INFO - Epoch(train) [22][2420/9365] lr: 1.2742e-02 eta: 4:24:08 time: 0.6119 data_time: 0.0825 memory: 16132 grad_norm: 2.9597 loss: 1.9034 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9034 2023/07/21 13:13:02 - mmengine - INFO - Epoch(train) [22][2440/9365] lr: 1.2723e-02 eta: 4:23:55 time: 0.5979 data_time: 0.0745 memory: 16132 grad_norm: 2.9862 loss: 1.8317 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8317 2023/07/21 13:13:15 - mmengine - INFO - Epoch(train) [22][2460/9365] lr: 1.2703e-02 eta: 4:23:43 time: 0.6310 data_time: 0.0806 memory: 16132 grad_norm: 2.9579 loss: 1.8630 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.8630 2023/07/21 13:13:27 - mmengine - INFO - Epoch(train) [22][2480/9365] lr: 1.2684e-02 eta: 4:23:31 time: 0.6129 data_time: 0.0851 memory: 16132 grad_norm: 2.9158 loss: 1.7812 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.7812 2023/07/21 13:13:40 - mmengine - INFO - Epoch(train) [22][2500/9365] lr: 1.2664e-02 eta: 4:23:18 time: 0.6212 data_time: 0.0869 memory: 16132 grad_norm: 2.8894 loss: 1.8653 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.8653 2023/07/21 13:13:52 - mmengine - INFO - Epoch(train) [22][2520/9365] lr: 1.2644e-02 eta: 4:23:06 time: 0.6029 data_time: 0.0814 memory: 16132 grad_norm: 2.9446 loss: 1.8319 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8319 2023/07/21 13:14:04 - mmengine - INFO - Epoch(train) [22][2540/9365] lr: 1.2625e-02 eta: 4:22:54 time: 0.6075 data_time: 0.0823 memory: 16132 grad_norm: 2.8930 loss: 1.7962 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.7962 2023/07/21 13:14:17 - mmengine - INFO - Epoch(train) [22][2560/9365] lr: 1.2605e-02 eta: 4:22:41 time: 0.6267 data_time: 0.1019 memory: 16132 grad_norm: 2.9427 loss: 1.8465 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.8465 2023/07/21 13:14:29 - mmengine - INFO - Epoch(train) [22][2580/9365] lr: 1.2586e-02 eta: 4:22:29 time: 0.6164 data_time: 0.0910 memory: 16132 grad_norm: 2.9139 loss: 1.7320 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7320 2023/07/21 13:14:41 - mmengine - INFO - Epoch(train) [22][2600/9365] lr: 1.2566e-02 eta: 4:22:17 time: 0.5916 data_time: 0.0823 memory: 16132 grad_norm: 3.0033 loss: 1.9386 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.9386 2023/07/21 13:14:54 - mmengine - INFO - Epoch(train) [22][2620/9365] lr: 1.2547e-02 eta: 4:22:04 time: 0.6285 data_time: 0.1101 memory: 16132 grad_norm: 2.9830 loss: 1.7816 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 1.7816 2023/07/21 13:15:06 - mmengine - INFO - Epoch(train) [22][2640/9365] lr: 1.2527e-02 eta: 4:21:52 time: 0.6013 data_time: 0.0884 memory: 16132 grad_norm: 3.0151 loss: 1.8675 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8675 2023/07/21 13:15:18 - mmengine - INFO - Epoch(train) [22][2660/9365] lr: 1.2508e-02 eta: 4:21:40 time: 0.6199 data_time: 0.0807 memory: 16132 grad_norm: 2.9583 loss: 1.8263 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.8263 2023/07/21 13:15:31 - mmengine - INFO - Epoch(train) [22][2680/9365] lr: 1.2488e-02 eta: 4:21:27 time: 0.6259 data_time: 0.0934 memory: 16132 grad_norm: 2.9236 loss: 1.7510 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7510 2023/07/21 13:15:42 - mmengine - INFO - Epoch(train) [22][2700/9365] lr: 1.2469e-02 eta: 4:21:15 time: 0.5818 data_time: 0.0786 memory: 16132 grad_norm: 2.9692 loss: 1.7097 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.7097 2023/07/21 13:15:54 - mmengine - INFO - Epoch(train) [22][2720/9365] lr: 1.2449e-02 eta: 4:21:02 time: 0.5802 data_time: 0.0865 memory: 16132 grad_norm: 2.9818 loss: 1.8443 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8443 2023/07/21 13:16:07 - mmengine - INFO - Epoch(train) [22][2740/9365] lr: 1.2430e-02 eta: 4:20:50 time: 0.6288 data_time: 0.1140 memory: 16132 grad_norm: 3.0203 loss: 1.8502 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8502 2023/07/21 13:16:19 - mmengine - INFO - Epoch(train) [22][2760/9365] lr: 1.2411e-02 eta: 4:20:38 time: 0.6141 data_time: 0.0791 memory: 16132 grad_norm: 2.9597 loss: 1.9018 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9018 2023/07/21 13:16:31 - mmengine - INFO - Epoch(train) [22][2780/9365] lr: 1.2391e-02 eta: 4:20:25 time: 0.6045 data_time: 0.0886 memory: 16132 grad_norm: 2.9493 loss: 1.8866 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.8866 2023/07/21 13:16:43 - mmengine - INFO - Epoch(train) [22][2800/9365] lr: 1.2372e-02 eta: 4:20:13 time: 0.5965 data_time: 0.0745 memory: 16132 grad_norm: 2.9544 loss: 1.7641 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.7641 2023/07/21 13:16:55 - mmengine - INFO - Epoch(train) [22][2820/9365] lr: 1.2353e-02 eta: 4:20:00 time: 0.6054 data_time: 0.1022 memory: 16132 grad_norm: 3.0423 loss: 1.8648 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 1.8648 2023/07/21 13:17:07 - mmengine - INFO - Epoch(train) [22][2840/9365] lr: 1.2333e-02 eta: 4:19:48 time: 0.6082 data_time: 0.0828 memory: 16132 grad_norm: 2.9479 loss: 1.8155 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.8155 2023/07/21 13:17:20 - mmengine - INFO - Epoch(train) [22][2860/9365] lr: 1.2314e-02 eta: 4:19:36 time: 0.6110 data_time: 0.0832 memory: 16132 grad_norm: 3.0046 loss: 1.7900 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.7900 2023/07/21 13:17:32 - mmengine - INFO - Epoch(train) [22][2880/9365] lr: 1.2295e-02 eta: 4:19:23 time: 0.6228 data_time: 0.0808 memory: 16132 grad_norm: 2.9796 loss: 1.8741 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.8741 2023/07/21 13:17:44 - mmengine - INFO - Epoch(train) [22][2900/9365] lr: 1.2275e-02 eta: 4:19:11 time: 0.6022 data_time: 0.0830 memory: 16132 grad_norm: 2.9863 loss: 1.8188 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.8188 2023/07/21 13:17:57 - mmengine - INFO - Epoch(train) [22][2920/9365] lr: 1.2256e-02 eta: 4:18:59 time: 0.6158 data_time: 0.0797 memory: 16132 grad_norm: 2.9285 loss: 1.7934 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.7934 2023/07/21 13:18:08 - mmengine - INFO - Epoch(train) [22][2940/9365] lr: 1.2237e-02 eta: 4:18:46 time: 0.5928 data_time: 0.0841 memory: 16132 grad_norm: 3.0203 loss: 1.9080 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9080 2023/07/21 13:18:20 - mmengine - INFO - Epoch(train) [22][2960/9365] lr: 1.2217e-02 eta: 4:18:34 time: 0.5976 data_time: 0.0757 memory: 16132 grad_norm: 3.0630 loss: 1.8705 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.8705 2023/07/21 13:18:33 - mmengine - INFO - Epoch(train) [22][2980/9365] lr: 1.2198e-02 eta: 4:18:21 time: 0.6271 data_time: 0.0775 memory: 16132 grad_norm: 2.8919 loss: 1.7016 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 1.7016 2023/07/21 13:18:45 - mmengine - INFO - Epoch(train) [22][3000/9365] lr: 1.2179e-02 eta: 4:18:09 time: 0.5981 data_time: 0.1084 memory: 16132 grad_norm: 2.9753 loss: 1.8828 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.8828 2023/07/21 13:18:58 - mmengine - INFO - Epoch(train) [22][3020/9365] lr: 1.2160e-02 eta: 4:17:57 time: 0.6373 data_time: 0.0851 memory: 16132 grad_norm: 3.0370 loss: 1.7982 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7982 2023/07/21 13:19:10 - mmengine - INFO - Epoch(train) [22][3040/9365] lr: 1.2141e-02 eta: 4:17:44 time: 0.5999 data_time: 0.0887 memory: 16132 grad_norm: 3.0175 loss: 1.7962 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 1.7962 2023/07/21 13:19:22 - mmengine - INFO - Epoch(train) [22][3060/9365] lr: 1.2121e-02 eta: 4:17:32 time: 0.6060 data_time: 0.1258 memory: 16132 grad_norm: 2.9133 loss: 1.7671 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.7671 2023/07/21 13:19:34 - mmengine - INFO - Epoch(train) [22][3080/9365] lr: 1.2102e-02 eta: 4:17:20 time: 0.5958 data_time: 0.0796 memory: 16132 grad_norm: 2.9643 loss: 1.7704 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7704 2023/07/21 13:19:47 - mmengine - INFO - Epoch(train) [22][3100/9365] lr: 1.2083e-02 eta: 4:17:07 time: 0.6413 data_time: 0.1090 memory: 16132 grad_norm: 2.9762 loss: 1.8022 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8022 2023/07/21 13:19:59 - mmengine - INFO - Epoch(train) [22][3120/9365] lr: 1.2064e-02 eta: 4:16:55 time: 0.5987 data_time: 0.1081 memory: 16132 grad_norm: 3.0346 loss: 1.8212 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.8212 2023/07/21 13:20:11 - mmengine - INFO - Epoch(train) [22][3140/9365] lr: 1.2045e-02 eta: 4:16:42 time: 0.5968 data_time: 0.0794 memory: 16132 grad_norm: 2.9866 loss: 1.7027 top1_acc: 0.6562 top5_acc: 0.9375 loss_cls: 1.7027 2023/07/21 13:20:23 - mmengine - INFO - Epoch(train) [22][3160/9365] lr: 1.2026e-02 eta: 4:16:30 time: 0.6028 data_time: 0.0808 memory: 16132 grad_norm: 3.0055 loss: 1.8513 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.8513 2023/07/21 13:20:35 - mmengine - INFO - Epoch(train) [22][3180/9365] lr: 1.2007e-02 eta: 4:16:18 time: 0.6042 data_time: 0.1018 memory: 16132 grad_norm: 3.0152 loss: 1.8396 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8396 2023/07/21 13:20:47 - mmengine - INFO - Epoch(train) [22][3200/9365] lr: 1.1988e-02 eta: 4:16:05 time: 0.6064 data_time: 0.0841 memory: 16132 grad_norm: 3.0768 loss: 1.7598 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7598 2023/07/21 13:21:00 - mmengine - INFO - Epoch(train) [22][3220/9365] lr: 1.1969e-02 eta: 4:15:53 time: 0.6221 data_time: 0.0856 memory: 16132 grad_norm: 3.0048 loss: 1.6583 top1_acc: 0.4062 top5_acc: 0.6562 loss_cls: 1.6583 2023/07/21 13:21:11 - mmengine - INFO - Epoch(train) [22][3240/9365] lr: 1.1950e-02 eta: 4:15:40 time: 0.5796 data_time: 0.0853 memory: 16132 grad_norm: 2.9549 loss: 1.8142 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 1.8142 2023/07/21 13:21:24 - mmengine - INFO - Epoch(train) [22][3260/9365] lr: 1.1931e-02 eta: 4:15:28 time: 0.6351 data_time: 0.0817 memory: 16132 grad_norm: 2.9990 loss: 1.9837 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9837 2023/07/21 13:21:36 - mmengine - INFO - Epoch(train) [22][3280/9365] lr: 1.1912e-02 eta: 4:15:16 time: 0.6162 data_time: 0.0927 memory: 16132 grad_norm: 3.0765 loss: 1.9229 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9229 2023/07/21 13:21:49 - mmengine - INFO - Epoch(train) [22][3300/9365] lr: 1.1893e-02 eta: 4:15:03 time: 0.6014 data_time: 0.0892 memory: 16132 grad_norm: 3.0257 loss: 1.7085 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 1.7085 2023/07/21 13:22:01 - mmengine - INFO - Epoch(train) [22][3320/9365] lr: 1.1874e-02 eta: 4:14:51 time: 0.6057 data_time: 0.0836 memory: 16132 grad_norm: 3.0454 loss: 1.8572 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.8572 2023/07/21 13:22:10 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 13:22:13 - mmengine - INFO - Epoch(train) [22][3340/9365] lr: 1.1855e-02 eta: 4:14:39 time: 0.6286 data_time: 0.0821 memory: 16132 grad_norm: 3.0187 loss: 1.7914 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7914 2023/07/21 13:22:26 - mmengine - INFO - Epoch(train) [22][3360/9365] lr: 1.1836e-02 eta: 4:14:26 time: 0.6212 data_time: 0.0823 memory: 16132 grad_norm: 2.9867 loss: 1.8611 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8611 2023/07/21 13:22:38 - mmengine - INFO - Epoch(train) [22][3380/9365] lr: 1.1817e-02 eta: 4:14:14 time: 0.6139 data_time: 0.1060 memory: 16132 grad_norm: 3.0294 loss: 1.8732 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.8732 2023/07/21 13:22:51 - mmengine - INFO - Epoch(train) [22][3400/9365] lr: 1.1798e-02 eta: 4:14:02 time: 0.6334 data_time: 0.0903 memory: 16132 grad_norm: 3.0298 loss: 1.7890 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.7890 2023/07/21 13:23:03 - mmengine - INFO - Epoch(train) [22][3420/9365] lr: 1.1779e-02 eta: 4:13:49 time: 0.6086 data_time: 0.0875 memory: 16132 grad_norm: 3.0626 loss: 1.8620 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 1.8620 2023/07/21 13:23:15 - mmengine - INFO - Epoch(train) [22][3440/9365] lr: 1.1760e-02 eta: 4:13:37 time: 0.5976 data_time: 0.0871 memory: 16132 grad_norm: 2.9863 loss: 1.8726 top1_acc: 0.4062 top5_acc: 0.6250 loss_cls: 1.8726 2023/07/21 13:23:27 - mmengine - INFO - Epoch(train) [22][3460/9365] lr: 1.1741e-02 eta: 4:13:25 time: 0.6072 data_time: 0.0813 memory: 16132 grad_norm: 2.9586 loss: 1.8666 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.8666 2023/07/21 13:23:40 - mmengine - INFO - Epoch(train) [22][3480/9365] lr: 1.1722e-02 eta: 4:13:12 time: 0.6397 data_time: 0.1092 memory: 16132 grad_norm: 3.0338 loss: 1.8005 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.8005 2023/07/21 13:23:53 - mmengine - INFO - Epoch(train) [22][3500/9365] lr: 1.1703e-02 eta: 4:13:00 time: 0.6206 data_time: 0.0926 memory: 16132 grad_norm: 3.0281 loss: 1.8127 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.8127 2023/07/21 13:24:05 - mmengine - INFO - Epoch(train) [22][3520/9365] lr: 1.1684e-02 eta: 4:12:48 time: 0.6107 data_time: 0.0880 memory: 16132 grad_norm: 2.9885 loss: 1.8348 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.8348 2023/07/21 13:24:17 - mmengine - INFO - Epoch(train) [22][3540/9365] lr: 1.1666e-02 eta: 4:12:35 time: 0.6247 data_time: 0.0879 memory: 16132 grad_norm: 2.9843 loss: 1.8697 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 1.8697 2023/07/21 13:24:30 - mmengine - INFO - Epoch(train) [22][3560/9365] lr: 1.1647e-02 eta: 4:12:23 time: 0.6335 data_time: 0.0946 memory: 16132 grad_norm: 2.9445 loss: 1.8642 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8642 2023/07/21 13:24:43 - mmengine - INFO - Epoch(train) [22][3580/9365] lr: 1.1628e-02 eta: 4:12:11 time: 0.6223 data_time: 0.0880 memory: 16132 grad_norm: 3.0450 loss: 1.7593 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7593 2023/07/21 13:24:55 - mmengine - INFO - Epoch(train) [22][3600/9365] lr: 1.1609e-02 eta: 4:11:58 time: 0.6186 data_time: 0.0867 memory: 16132 grad_norm: 3.0010 loss: 1.8299 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.8299 2023/07/21 13:25:07 - mmengine - INFO - Epoch(train) [22][3620/9365] lr: 1.1591e-02 eta: 4:11:46 time: 0.5882 data_time: 0.0864 memory: 16132 grad_norm: 2.9928 loss: 1.8557 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8557 2023/07/21 13:25:19 - mmengine - INFO - Epoch(train) [22][3640/9365] lr: 1.1572e-02 eta: 4:11:34 time: 0.6085 data_time: 0.0846 memory: 16132 grad_norm: 3.0635 loss: 1.8224 top1_acc: 0.5938 top5_acc: 0.6875 loss_cls: 1.8224 2023/07/21 13:25:32 - mmengine - INFO - Epoch(train) [22][3660/9365] lr: 1.1553e-02 eta: 4:11:21 time: 0.6349 data_time: 0.0842 memory: 16132 grad_norm: 3.0281 loss: 1.8567 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.8567 2023/07/21 13:25:44 - mmengine - INFO - Epoch(train) [22][3680/9365] lr: 1.1534e-02 eta: 4:11:09 time: 0.5954 data_time: 0.0882 memory: 16132 grad_norm: 3.0388 loss: 1.7930 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7930 2023/07/21 13:25:57 - mmengine - INFO - Epoch(train) [22][3700/9365] lr: 1.1516e-02 eta: 4:10:57 time: 0.6435 data_time: 0.0903 memory: 16132 grad_norm: 3.0119 loss: 1.9225 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.9225 2023/07/21 13:26:09 - mmengine - INFO - Epoch(train) [22][3720/9365] lr: 1.1497e-02 eta: 4:10:44 time: 0.6109 data_time: 0.0823 memory: 16132 grad_norm: 3.0386 loss: 1.8933 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.8933 2023/07/21 13:26:21 - mmengine - INFO - Epoch(train) [22][3740/9365] lr: 1.1478e-02 eta: 4:10:32 time: 0.6122 data_time: 0.0861 memory: 16132 grad_norm: 3.0187 loss: 1.7352 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.7352 2023/07/21 13:26:34 - mmengine - INFO - Epoch(train) [22][3760/9365] lr: 1.1460e-02 eta: 4:10:20 time: 0.6257 data_time: 0.0971 memory: 16132 grad_norm: 3.0024 loss: 1.8622 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8622 2023/07/21 13:26:46 - mmengine - INFO - Epoch(train) [22][3780/9365] lr: 1.1441e-02 eta: 4:10:07 time: 0.6013 data_time: 0.0896 memory: 16132 grad_norm: 2.9585 loss: 1.9217 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9217 2023/07/21 13:26:58 - mmengine - INFO - Epoch(train) [22][3800/9365] lr: 1.1422e-02 eta: 4:09:55 time: 0.6300 data_time: 0.0893 memory: 16132 grad_norm: 2.9370 loss: 1.7918 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 1.7918 2023/07/21 13:27:11 - mmengine - INFO - Epoch(train) [22][3820/9365] lr: 1.1404e-02 eta: 4:09:42 time: 0.6080 data_time: 0.0884 memory: 16132 grad_norm: 2.9546 loss: 1.8009 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.8009 2023/07/21 13:27:23 - mmengine - INFO - Epoch(train) [22][3840/9365] lr: 1.1385e-02 eta: 4:09:30 time: 0.6278 data_time: 0.0925 memory: 16132 grad_norm: 2.9985 loss: 1.8952 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.8952 2023/07/21 13:27:36 - mmengine - INFO - Epoch(train) [22][3860/9365] lr: 1.1366e-02 eta: 4:09:18 time: 0.6365 data_time: 0.1146 memory: 16132 grad_norm: 2.9754 loss: 1.8838 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.8838 2023/07/21 13:27:48 - mmengine - INFO - Epoch(train) [22][3880/9365] lr: 1.1348e-02 eta: 4:09:06 time: 0.6073 data_time: 0.0804 memory: 16132 grad_norm: 3.0551 loss: 1.7724 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7724 2023/07/21 13:28:01 - mmengine - INFO - Epoch(train) [22][3900/9365] lr: 1.1329e-02 eta: 4:08:53 time: 0.6341 data_time: 0.0765 memory: 16132 grad_norm: 3.0169 loss: 1.8624 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.8624 2023/07/21 13:28:13 - mmengine - INFO - Epoch(train) [22][3920/9365] lr: 1.1311e-02 eta: 4:08:41 time: 0.6052 data_time: 0.0909 memory: 16132 grad_norm: 3.0904 loss: 1.8020 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.8020 2023/07/21 13:28:25 - mmengine - INFO - Epoch(train) [22][3940/9365] lr: 1.1292e-02 eta: 4:08:29 time: 0.6212 data_time: 0.0913 memory: 16132 grad_norm: 3.0870 loss: 1.7988 top1_acc: 0.4062 top5_acc: 0.8125 loss_cls: 1.7988 2023/07/21 13:28:39 - mmengine - INFO - Epoch(train) [22][3960/9365] lr: 1.1274e-02 eta: 4:08:16 time: 0.6842 data_time: 0.0891 memory: 16132 grad_norm: 3.0237 loss: 1.7557 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.7557 2023/07/21 13:28:51 - mmengine - INFO - Epoch(train) [22][3980/9365] lr: 1.1255e-02 eta: 4:08:04 time: 0.6076 data_time: 0.0956 memory: 16132 grad_norm: 3.0243 loss: 1.7603 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7603 2023/07/21 13:29:03 - mmengine - INFO - Epoch(train) [22][4000/9365] lr: 1.1237e-02 eta: 4:07:52 time: 0.5998 data_time: 0.0857 memory: 16132 grad_norm: 3.0837 loss: 1.7646 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7646 2023/07/21 13:29:16 - mmengine - INFO - Epoch(train) [22][4020/9365] lr: 1.1218e-02 eta: 4:07:39 time: 0.6317 data_time: 0.1027 memory: 16132 grad_norm: 3.0690 loss: 1.9879 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.9879 2023/07/21 13:29:29 - mmengine - INFO - Epoch(train) [22][4040/9365] lr: 1.1200e-02 eta: 4:07:27 time: 0.6212 data_time: 0.0945 memory: 16132 grad_norm: 3.0309 loss: 1.7945 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 1.7945 2023/07/21 13:29:40 - mmengine - INFO - Epoch(train) [22][4060/9365] lr: 1.1181e-02 eta: 4:07:15 time: 0.5851 data_time: 0.0994 memory: 16132 grad_norm: 2.9899 loss: 1.8441 top1_acc: 0.7188 top5_acc: 0.9375 loss_cls: 1.8441 2023/07/21 13:29:53 - mmengine - INFO - Epoch(train) [22][4080/9365] lr: 1.1163e-02 eta: 4:07:02 time: 0.6516 data_time: 0.0829 memory: 16132 grad_norm: 2.9869 loss: 1.7291 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.7291 2023/07/21 13:30:06 - mmengine - INFO - Epoch(train) [22][4100/9365] lr: 1.1145e-02 eta: 4:06:50 time: 0.6128 data_time: 0.0840 memory: 16132 grad_norm: 2.9914 loss: 1.8705 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8705 2023/07/21 13:30:18 - mmengine - INFO - Epoch(train) [22][4120/9365] lr: 1.1126e-02 eta: 4:06:38 time: 0.6136 data_time: 0.0853 memory: 16132 grad_norm: 2.9766 loss: 1.8705 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8705 2023/07/21 13:30:30 - mmengine - INFO - Epoch(train) [22][4140/9365] lr: 1.1108e-02 eta: 4:06:25 time: 0.6202 data_time: 0.0861 memory: 16132 grad_norm: 3.0444 loss: 1.7935 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.7935 2023/07/21 13:30:43 - mmengine - INFO - Epoch(train) [22][4160/9365] lr: 1.1089e-02 eta: 4:06:13 time: 0.6120 data_time: 0.0970 memory: 16132 grad_norm: 3.0469 loss: 1.7392 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7392 2023/07/21 13:30:55 - mmengine - INFO - Epoch(train) [22][4180/9365] lr: 1.1071e-02 eta: 4:06:01 time: 0.6053 data_time: 0.0910 memory: 16132 grad_norm: 3.0099 loss: 1.7699 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 1.7699 2023/07/21 13:31:07 - mmengine - INFO - Epoch(train) [22][4200/9365] lr: 1.1053e-02 eta: 4:05:48 time: 0.5962 data_time: 0.0870 memory: 16132 grad_norm: 3.0841 loss: 1.8154 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.8154 2023/07/21 13:31:19 - mmengine - INFO - Epoch(train) [22][4220/9365] lr: 1.1034e-02 eta: 4:05:36 time: 0.5852 data_time: 0.0756 memory: 16132 grad_norm: 3.0192 loss: 1.8511 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.8511 2023/07/21 13:31:31 - mmengine - INFO - Epoch(train) [22][4240/9365] lr: 1.1016e-02 eta: 4:05:23 time: 0.6242 data_time: 0.0816 memory: 16132 grad_norm: 3.0279 loss: 1.8898 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.8898 2023/07/21 13:31:43 - mmengine - INFO - Epoch(train) [22][4260/9365] lr: 1.0998e-02 eta: 4:05:11 time: 0.6017 data_time: 0.0811 memory: 16132 grad_norm: 3.0267 loss: 1.7898 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 1.7898 2023/07/21 13:31:56 - mmengine - INFO - Epoch(train) [22][4280/9365] lr: 1.0980e-02 eta: 4:04:59 time: 0.6283 data_time: 0.1030 memory: 16132 grad_norm: 3.0669 loss: 1.8896 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 1.8896 2023/07/21 13:32:09 - mmengine - INFO - Epoch(train) [22][4300/9365] lr: 1.0961e-02 eta: 4:04:46 time: 0.6430 data_time: 0.0947 memory: 16132 grad_norm: 3.0695 loss: 1.9026 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.9026 2023/07/21 13:32:21 - mmengine - INFO - Epoch(train) [22][4320/9365] lr: 1.0943e-02 eta: 4:04:34 time: 0.6302 data_time: 0.0921 memory: 16132 grad_norm: 2.9937 loss: 1.8288 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 1.8288 2023/07/21 13:32:30 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 13:32:33 - mmengine - INFO - Epoch(train) [22][4340/9365] lr: 1.0925e-02 eta: 4:04:22 time: 0.6015 data_time: 0.0960 memory: 16132 grad_norm: 3.0635 loss: 1.8391 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.8391 2023/07/21 13:32:45 - mmengine - INFO - Epoch(train) [22][4360/9365] lr: 1.0907e-02 eta: 4:04:09 time: 0.5985 data_time: 0.0995 memory: 16132 grad_norm: 3.1024 loss: 1.7625 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.7625 2023/07/21 13:32:57 - mmengine - INFO - Epoch(train) [22][4380/9365] lr: 1.0888e-02 eta: 4:03:57 time: 0.5980 data_time: 0.0878 memory: 16132 grad_norm: 3.1053 loss: 1.8820 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.8820 2023/07/21 13:33:10 - mmengine - INFO - Epoch(train) [22][4400/9365] lr: 1.0870e-02 eta: 4:03:45 time: 0.6214 data_time: 0.0761 memory: 16132 grad_norm: 3.0678 loss: 1.8361 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.8361 2023/07/21 13:33:22 - mmengine - INFO - Epoch(train) [22][4420/9365] lr: 1.0852e-02 eta: 4:03:32 time: 0.6138 data_time: 0.1195 memory: 16132 grad_norm: 2.9475 loss: 1.6380 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.6380 2023/07/21 13:33:35 - mmengine - INFO - Epoch(train) [22][4440/9365] lr: 1.0834e-02 eta: 4:03:20 time: 0.6154 data_time: 0.0727 memory: 16132 grad_norm: 3.0397 loss: 1.6936 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.6936 2023/07/21 13:33:47 - mmengine - INFO - Epoch(train) [22][4460/9365] lr: 1.0816e-02 eta: 4:03:07 time: 0.5998 data_time: 0.0927 memory: 16132 grad_norm: 3.1003 loss: 1.8299 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8299 2023/07/21 13:33:58 - mmengine - INFO - Epoch(train) [22][4480/9365] lr: 1.0798e-02 eta: 4:02:55 time: 0.5848 data_time: 0.0779 memory: 16132 grad_norm: 3.0204 loss: 1.8656 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 1.8656 2023/07/21 13:34:11 - mmengine - INFO - Epoch(train) [22][4500/9365] lr: 1.0779e-02 eta: 4:02:43 time: 0.6345 data_time: 0.0778 memory: 16132 grad_norm: 3.0358 loss: 1.6806 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.6806 2023/07/21 13:34:23 - mmengine - INFO - Epoch(train) [22][4520/9365] lr: 1.0761e-02 eta: 4:02:30 time: 0.6062 data_time: 0.0816 memory: 16132 grad_norm: 3.0587 loss: 1.8449 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8449 2023/07/21 13:34:35 - mmengine - INFO - Epoch(train) [22][4540/9365] lr: 1.0743e-02 eta: 4:02:18 time: 0.5915 data_time: 0.0892 memory: 16132 grad_norm: 3.0560 loss: 1.7571 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.7571 2023/07/21 13:34:48 - mmengine - INFO - Epoch(train) [22][4560/9365] lr: 1.0725e-02 eta: 4:02:06 time: 0.6295 data_time: 0.0954 memory: 16132 grad_norm: 3.0364 loss: 1.7811 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.7811 2023/07/21 13:34:59 - mmengine - INFO - Epoch(train) [22][4580/9365] lr: 1.0707e-02 eta: 4:01:53 time: 0.5778 data_time: 0.0829 memory: 16132 grad_norm: 2.9939 loss: 1.7842 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7842 2023/07/21 13:35:12 - mmengine - INFO - Epoch(train) [22][4600/9365] lr: 1.0689e-02 eta: 4:01:41 time: 0.6530 data_time: 0.0812 memory: 16132 grad_norm: 3.0090 loss: 1.7873 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 1.7873 2023/07/21 13:35:24 - mmengine - INFO - Epoch(train) [22][4620/9365] lr: 1.0671e-02 eta: 4:01:28 time: 0.5784 data_time: 0.0816 memory: 16132 grad_norm: 3.0024 loss: 1.9001 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9001 2023/07/21 13:35:36 - mmengine - INFO - Epoch(train) [22][4640/9365] lr: 1.0653e-02 eta: 4:01:16 time: 0.5917 data_time: 0.0746 memory: 16132 grad_norm: 3.1076 loss: 1.8239 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 1.8239 2023/07/21 13:35:49 - mmengine - INFO - Epoch(train) [22][4660/9365] lr: 1.0635e-02 eta: 4:01:04 time: 0.6292 data_time: 0.1332 memory: 16132 grad_norm: 3.0480 loss: 1.8237 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.8237 2023/07/21 13:36:01 - mmengine - INFO - Epoch(train) [22][4680/9365] lr: 1.0617e-02 eta: 4:00:51 time: 0.6160 data_time: 0.0912 memory: 16132 grad_norm: 3.0686 loss: 1.7945 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.7945 2023/07/21 13:36:13 - mmengine - INFO - Epoch(train) [22][4700/9365] lr: 1.0599e-02 eta: 4:00:39 time: 0.6029 data_time: 0.0895 memory: 16132 grad_norm: 3.0276 loss: 1.6974 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6974 2023/07/21 13:36:25 - mmengine - INFO - Epoch(train) [22][4720/9365] lr: 1.0581e-02 eta: 4:00:27 time: 0.6170 data_time: 0.1040 memory: 16132 grad_norm: 3.0515 loss: 1.7645 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.7645 2023/07/21 13:36:38 - mmengine - INFO - Epoch(train) [22][4740/9365] lr: 1.0563e-02 eta: 4:00:14 time: 0.6172 data_time: 0.0787 memory: 16132 grad_norm: 3.0932 loss: 1.7419 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.7419 2023/07/21 13:36:50 - mmengine - INFO - Epoch(train) [22][4760/9365] lr: 1.0545e-02 eta: 4:00:02 time: 0.6078 data_time: 0.0829 memory: 16132 grad_norm: 3.1060 loss: 1.8081 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.8081 2023/07/21 13:37:03 - mmengine - INFO - Epoch(train) [22][4780/9365] lr: 1.0527e-02 eta: 3:59:50 time: 0.6520 data_time: 0.0793 memory: 16132 grad_norm: 3.1090 loss: 1.9256 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.9256 2023/07/21 13:37:15 - mmengine - INFO - Epoch(train) [22][4800/9365] lr: 1.0510e-02 eta: 3:59:37 time: 0.5997 data_time: 0.0824 memory: 16132 grad_norm: 3.0358 loss: 1.9135 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.9135 2023/07/21 13:37:28 - mmengine - INFO - Epoch(train) [22][4820/9365] lr: 1.0492e-02 eta: 3:59:25 time: 0.6417 data_time: 0.0821 memory: 16132 grad_norm: 3.0022 loss: 1.7078 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.7078 2023/07/21 13:37:41 - mmengine - INFO - Epoch(train) [22][4840/9365] lr: 1.0474e-02 eta: 3:59:13 time: 0.6249 data_time: 0.0973 memory: 16132 grad_norm: 3.0046 loss: 1.7987 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.7987 2023/07/21 13:37:53 - mmengine - INFO - Epoch(train) [22][4860/9365] lr: 1.0456e-02 eta: 3:59:00 time: 0.6071 data_time: 0.0845 memory: 16132 grad_norm: 3.0460 loss: 1.8583 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.8583 2023/07/21 13:38:05 - mmengine - INFO - Epoch(train) [22][4880/9365] lr: 1.0438e-02 eta: 3:58:48 time: 0.6355 data_time: 0.0760 memory: 16132 grad_norm: 3.0829 loss: 1.7258 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.7258 2023/07/21 13:38:18 - mmengine - INFO - Epoch(train) [22][4900/9365] lr: 1.0420e-02 eta: 3:58:36 time: 0.6348 data_time: 0.0919 memory: 16132 grad_norm: 2.9859 loss: 1.8767 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8767 2023/07/21 13:38:31 - mmengine - INFO - Epoch(train) [22][4920/9365] lr: 1.0402e-02 eta: 3:58:23 time: 0.6217 data_time: 0.0891 memory: 16132 grad_norm: 3.0586 loss: 1.8021 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.8021 2023/07/21 13:38:43 - mmengine - INFO - Epoch(train) [22][4940/9365] lr: 1.0385e-02 eta: 3:58:11 time: 0.6227 data_time: 0.0829 memory: 16132 grad_norm: 3.0435 loss: 1.8475 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 1.8475 2023/07/21 13:38:55 - mmengine - INFO - Epoch(train) [22][4960/9365] lr: 1.0367e-02 eta: 3:57:59 time: 0.5849 data_time: 0.0837 memory: 16132 grad_norm: 3.0307 loss: 1.8648 top1_acc: 0.6562 top5_acc: 0.7500 loss_cls: 1.8648 2023/07/21 13:39:07 - mmengine - INFO - Epoch(train) [22][4980/9365] lr: 1.0349e-02 eta: 3:57:46 time: 0.6258 data_time: 0.0801 memory: 16132 grad_norm: 3.0516 loss: 1.7463 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 1.7463 2023/07/21 13:39:19 - mmengine - INFO - Epoch(train) [22][5000/9365] lr: 1.0331e-02 eta: 3:57:34 time: 0.5946 data_time: 0.0957 memory: 16132 grad_norm: 3.0823 loss: 1.7293 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.7293 2023/07/21 13:39:32 - mmengine - INFO - Epoch(train) [22][5020/9365] lr: 1.0314e-02 eta: 3:57:21 time: 0.6041 data_time: 0.0820 memory: 16132 grad_norm: 3.1124 loss: 1.7463 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7463 2023/07/21 13:39:44 - mmengine - INFO - Epoch(train) [22][5040/9365] lr: 1.0296e-02 eta: 3:57:09 time: 0.6225 data_time: 0.0829 memory: 16132 grad_norm: 3.0564 loss: 1.8244 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.8244 2023/07/21 13:39:56 - mmengine - INFO - Epoch(train) [22][5060/9365] lr: 1.0278e-02 eta: 3:56:57 time: 0.6207 data_time: 0.0946 memory: 16132 grad_norm: 3.0744 loss: 1.9323 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.9323 2023/07/21 13:40:09 - mmengine - INFO - Epoch(train) [22][5080/9365] lr: 1.0261e-02 eta: 3:56:44 time: 0.6156 data_time: 0.0765 memory: 16132 grad_norm: 3.0699 loss: 1.7443 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.7443 2023/07/21 13:40:21 - mmengine - INFO - Epoch(train) [22][5100/9365] lr: 1.0243e-02 eta: 3:56:32 time: 0.6002 data_time: 0.0973 memory: 16132 grad_norm: 3.1072 loss: 1.9118 top1_acc: 0.4375 top5_acc: 0.5938 loss_cls: 1.9118 2023/07/21 13:40:33 - mmengine - INFO - Epoch(train) [22][5120/9365] lr: 1.0225e-02 eta: 3:56:20 time: 0.5879 data_time: 0.0808 memory: 16132 grad_norm: 3.1208 loss: 1.6648 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.6648 2023/07/21 13:40:45 - mmengine - INFO - Epoch(train) [22][5140/9365] lr: 1.0208e-02 eta: 3:56:07 time: 0.6269 data_time: 0.1098 memory: 16132 grad_norm: 3.0963 loss: 1.7046 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 1.7046 2023/07/21 13:40:57 - mmengine - INFO - Epoch(train) [22][5160/9365] lr: 1.0190e-02 eta: 3:55:55 time: 0.6099 data_time: 0.0806 memory: 16132 grad_norm: 3.0466 loss: 1.8401 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.8401 2023/07/21 13:41:11 - mmengine - INFO - Epoch(train) [22][5180/9365] lr: 1.0172e-02 eta: 3:55:43 time: 0.6508 data_time: 0.1116 memory: 16132 grad_norm: 3.0837 loss: 1.8615 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.8615 2023/07/21 13:41:23 - mmengine - INFO - Epoch(train) [22][5200/9365] lr: 1.0155e-02 eta: 3:55:30 time: 0.6006 data_time: 0.0787 memory: 16132 grad_norm: 3.0141 loss: 1.6458 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.6458 2023/07/21 13:41:35 - mmengine - INFO - Epoch(train) [22][5220/9365] lr: 1.0137e-02 eta: 3:55:18 time: 0.6336 data_time: 0.0814 memory: 16132 grad_norm: 3.1155 loss: 1.8559 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.8559 2023/07/21 13:41:48 - mmengine - INFO - Epoch(train) [22][5240/9365] lr: 1.0120e-02 eta: 3:55:06 time: 0.6110 data_time: 0.0841 memory: 16132 grad_norm: 3.0816 loss: 1.7575 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7575 2023/07/21 13:42:00 - mmengine - INFO - Epoch(train) [22][5260/9365] lr: 1.0102e-02 eta: 3:54:53 time: 0.6295 data_time: 0.1108 memory: 16132 grad_norm: 3.1147 loss: 1.9297 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.9297 2023/07/21 13:42:13 - mmengine - INFO - Epoch(train) [22][5280/9365] lr: 1.0085e-02 eta: 3:54:41 time: 0.6230 data_time: 0.0934 memory: 16132 grad_norm: 3.1223 loss: 1.7660 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7660 2023/07/21 13:42:26 - mmengine - INFO - Epoch(train) [22][5300/9365] lr: 1.0067e-02 eta: 3:54:29 time: 0.6367 data_time: 0.0850 memory: 16132 grad_norm: 3.0768 loss: 1.8416 top1_acc: 0.7812 top5_acc: 0.8750 loss_cls: 1.8416 2023/07/21 13:42:38 - mmengine - INFO - Epoch(train) [22][5320/9365] lr: 1.0050e-02 eta: 3:54:16 time: 0.6022 data_time: 0.1100 memory: 16132 grad_norm: 3.0776 loss: 1.7676 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.7676 2023/07/21 13:42:46 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 13:42:50 - mmengine - INFO - Epoch(train) [22][5340/9365] lr: 1.0032e-02 eta: 3:54:04 time: 0.6081 data_time: 0.0853 memory: 16132 grad_norm: 3.0828 loss: 1.7032 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.7032 2023/07/21 13:43:02 - mmengine - INFO - Epoch(train) [22][5360/9365] lr: 1.0015e-02 eta: 3:53:52 time: 0.5960 data_time: 0.1020 memory: 16132 grad_norm: 3.1245 loss: 1.7881 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.7881 2023/07/21 13:43:14 - mmengine - INFO - Epoch(train) [22][5380/9365] lr: 9.9971e-03 eta: 3:53:39 time: 0.6285 data_time: 0.1026 memory: 16132 grad_norm: 3.1186 loss: 1.8760 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.8760 2023/07/21 13:43:27 - mmengine - INFO - Epoch(train) [22][5400/9365] lr: 9.9796e-03 eta: 3:53:27 time: 0.6100 data_time: 0.0820 memory: 16132 grad_norm: 3.1078 loss: 1.7641 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.7641 2023/07/21 13:43:39 - mmengine - INFO - Epoch(train) [22][5420/9365] lr: 9.9622e-03 eta: 3:53:15 time: 0.6214 data_time: 0.0865 memory: 16132 grad_norm: 3.1197 loss: 1.9251 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.9251 2023/07/21 13:43:51 - mmengine - INFO - Epoch(train) [22][5440/9365] lr: 9.9448e-03 eta: 3:53:02 time: 0.6076 data_time: 0.0893 memory: 16132 grad_norm: 3.1077 loss: 1.8094 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.8094 2023/07/21 13:44:04 - mmengine - INFO - Epoch(train) [22][5460/9365] lr: 9.9274e-03 eta: 3:52:50 time: 0.6212 data_time: 0.0812 memory: 16132 grad_norm: 3.0645 loss: 1.7660 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.7660 2023/07/21 13:44:16 - mmengine - INFO - Epoch(train) [22][5480/9365] lr: 9.9100e-03 eta: 3:52:37 time: 0.5879 data_time: 0.0896 memory: 16132 grad_norm: 3.1153 loss: 1.7326 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.7326 2023/07/21 13:44:28 - mmengine - INFO - Epoch(train) [22][5500/9365] lr: 9.8926e-03 eta: 3:52:25 time: 0.6077 data_time: 0.1070 memory: 16132 grad_norm: 3.1009 loss: 1.9423 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9423 2023/07/21 13:44:40 - mmengine - INFO - Epoch(train) [22][5520/9365] lr: 9.8753e-03 eta: 3:52:13 time: 0.6322 data_time: 0.0851 memory: 16132 grad_norm: 3.1545 loss: 1.8831 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 1.8831 2023/07/21 13:44:52 - mmengine - INFO - Epoch(train) [22][5540/9365] lr: 9.8579e-03 eta: 3:52:00 time: 0.5901 data_time: 0.0827 memory: 16132 grad_norm: 3.0146 loss: 1.7334 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 1.7334 2023/07/21 13:45:05 - mmengine - INFO - Epoch(train) [22][5560/9365] lr: 9.8406e-03 eta: 3:51:48 time: 0.6150 data_time: 0.0825 memory: 16132 grad_norm: 3.1219 loss: 1.6507 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6507 2023/07/21 13:45:17 - mmengine - INFO - Epoch(train) [22][5580/9365] lr: 9.8233e-03 eta: 3:51:36 time: 0.6109 data_time: 0.0873 memory: 16132 grad_norm: 3.1484 loss: 1.8066 top1_acc: 0.4375 top5_acc: 0.6562 loss_cls: 1.8066 2023/07/21 13:45:29 - mmengine - INFO - Epoch(train) [22][5600/9365] lr: 9.8060e-03 eta: 3:51:23 time: 0.5843 data_time: 0.0851 memory: 16132 grad_norm: 3.1026 loss: 1.8276 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.8276 2023/07/21 13:45:41 - mmengine - INFO - Epoch(train) [22][5620/9365] lr: 9.7887e-03 eta: 3:51:11 time: 0.6305 data_time: 0.0908 memory: 16132 grad_norm: 3.0921 loss: 1.7702 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7702 2023/07/21 13:45:54 - mmengine - INFO - Epoch(train) [22][5640/9365] lr: 9.7714e-03 eta: 3:50:58 time: 0.6250 data_time: 0.0972 memory: 16132 grad_norm: 3.0852 loss: 1.7687 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 1.7687 2023/07/21 13:46:06 - mmengine - INFO - Epoch(train) [22][5660/9365] lr: 9.7542e-03 eta: 3:50:46 time: 0.6017 data_time: 0.0926 memory: 16132 grad_norm: 3.0758 loss: 1.8491 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 1.8491 2023/07/21 13:46:19 - mmengine - INFO - Epoch(train) [22][5680/9365] lr: 9.7369e-03 eta: 3:50:34 time: 0.6435 data_time: 0.1125 memory: 16132 grad_norm: 3.0995 loss: 1.8782 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 1.8782 2023/07/21 13:46:31 - mmengine - INFO - Epoch(train) [22][5700/9365] lr: 9.7197e-03 eta: 3:50:21 time: 0.6173 data_time: 0.0880 memory: 16132 grad_norm: 3.1735 loss: 1.6844 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.6844 2023/07/21 13:46:43 - mmengine - INFO - Epoch(train) [22][5720/9365] lr: 9.7025e-03 eta: 3:50:09 time: 0.6035 data_time: 0.0923 memory: 16132 grad_norm: 3.1170 loss: 1.7893 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.7893 2023/07/21 13:46:56 - mmengine - INFO - Epoch(train) [22][5740/9365] lr: 9.6853e-03 eta: 3:49:57 time: 0.6257 data_time: 0.0967 memory: 16132 grad_norm: 3.0592 loss: 1.7828 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.7828 2023/07/21 13:47:08 - mmengine - INFO - Epoch(train) [22][5760/9365] lr: 9.6681e-03 eta: 3:49:44 time: 0.6275 data_time: 0.0914 memory: 16132 grad_norm: 3.0920 loss: 1.9191 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9191 2023/07/21 13:47:21 - mmengine - INFO - Epoch(train) [22][5780/9365] lr: 9.6510e-03 eta: 3:49:32 time: 0.6061 data_time: 0.0957 memory: 16132 grad_norm: 3.1119 loss: 1.7131 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7131 2023/07/21 13:47:33 - mmengine - INFO - Epoch(train) [22][5800/9365] lr: 9.6338e-03 eta: 3:49:20 time: 0.6080 data_time: 0.0828 memory: 16132 grad_norm: 3.1616 loss: 1.7731 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7731 2023/07/21 13:47:45 - mmengine - INFO - Epoch(train) [22][5820/9365] lr: 9.6167e-03 eta: 3:49:07 time: 0.6103 data_time: 0.0896 memory: 16132 grad_norm: 3.1068 loss: 1.7508 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.7508 2023/07/21 13:47:57 - mmengine - INFO - Epoch(train) [22][5840/9365] lr: 9.5995e-03 eta: 3:48:55 time: 0.6170 data_time: 0.1072 memory: 16132 grad_norm: 3.1148 loss: 1.9908 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 1.9908 2023/07/21 13:48:09 - mmengine - INFO - Epoch(train) [22][5860/9365] lr: 9.5824e-03 eta: 3:48:43 time: 0.5892 data_time: 0.0792 memory: 16132 grad_norm: 3.1244 loss: 1.8759 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.8759 2023/07/21 13:48:21 - mmengine - INFO - Epoch(train) [22][5880/9365] lr: 9.5653e-03 eta: 3:48:30 time: 0.6089 data_time: 0.1021 memory: 16132 grad_norm: 3.2010 loss: 1.9776 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.9776 2023/07/21 13:48:34 - mmengine - INFO - Epoch(train) [22][5900/9365] lr: 9.5483e-03 eta: 3:48:18 time: 0.6282 data_time: 0.0843 memory: 16132 grad_norm: 3.1069 loss: 1.7412 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.7412 2023/07/21 13:48:46 - mmengine - INFO - Epoch(train) [22][5920/9365] lr: 9.5312e-03 eta: 3:48:05 time: 0.6010 data_time: 0.0907 memory: 16132 grad_norm: 3.1195 loss: 1.7046 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7046 2023/07/21 13:48:59 - mmengine - INFO - Epoch(train) [22][5940/9365] lr: 9.5142e-03 eta: 3:47:53 time: 0.6255 data_time: 0.0866 memory: 16132 grad_norm: 3.0679 loss: 1.7932 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 1.7932 2023/07/21 13:49:11 - mmengine - INFO - Epoch(train) [22][5960/9365] lr: 9.4971e-03 eta: 3:47:41 time: 0.6245 data_time: 0.0902 memory: 16132 grad_norm: 3.1683 loss: 1.9112 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9112 2023/07/21 13:49:24 - mmengine - INFO - Epoch(train) [22][5980/9365] lr: 9.4801e-03 eta: 3:47:29 time: 0.6166 data_time: 0.0865 memory: 16132 grad_norm: 3.1516 loss: 1.8249 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 1.8249 2023/07/21 13:49:36 - mmengine - INFO - Epoch(train) [22][6000/9365] lr: 9.4631e-03 eta: 3:47:16 time: 0.6067 data_time: 0.0841 memory: 16132 grad_norm: 3.1825 loss: 1.6724 top1_acc: 0.4062 top5_acc: 0.8125 loss_cls: 1.6724 2023/07/21 13:49:48 - mmengine - INFO - Epoch(train) [22][6020/9365] lr: 9.4461e-03 eta: 3:47:04 time: 0.6117 data_time: 0.0898 memory: 16132 grad_norm: 3.1356 loss: 1.7028 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.7028 2023/07/21 13:50:00 - mmengine - INFO - Epoch(train) [22][6040/9365] lr: 9.4292e-03 eta: 3:46:51 time: 0.6032 data_time: 0.0791 memory: 16132 grad_norm: 3.1369 loss: 1.8641 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.8641 2023/07/21 13:50:13 - mmengine - INFO - Epoch(train) [22][6060/9365] lr: 9.4122e-03 eta: 3:46:39 time: 0.6498 data_time: 0.0849 memory: 16132 grad_norm: 3.1554 loss: 1.8038 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8038 2023/07/21 13:50:26 - mmengine - INFO - Epoch(train) [22][6080/9365] lr: 9.3953e-03 eta: 3:46:27 time: 0.6184 data_time: 0.0869 memory: 16132 grad_norm: 3.1351 loss: 1.8876 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8876 2023/07/21 13:50:38 - mmengine - INFO - Epoch(train) [22][6100/9365] lr: 9.3783e-03 eta: 3:46:14 time: 0.6164 data_time: 0.0849 memory: 16132 grad_norm: 3.1088 loss: 1.6966 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.6966 2023/07/21 13:50:50 - mmengine - INFO - Epoch(train) [22][6120/9365] lr: 9.3614e-03 eta: 3:46:02 time: 0.6083 data_time: 0.0888 memory: 16132 grad_norm: 3.1794 loss: 1.7872 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.7872 2023/07/21 13:51:03 - mmengine - INFO - Epoch(train) [22][6140/9365] lr: 9.3445e-03 eta: 3:45:50 time: 0.6272 data_time: 0.1084 memory: 16132 grad_norm: 3.1662 loss: 1.8430 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.8430 2023/07/21 13:51:15 - mmengine - INFO - Epoch(train) [22][6160/9365] lr: 9.3276e-03 eta: 3:45:37 time: 0.5928 data_time: 0.0914 memory: 16132 grad_norm: 3.1435 loss: 1.7442 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7442 2023/07/21 13:51:27 - mmengine - INFO - Epoch(train) [22][6180/9365] lr: 9.3108e-03 eta: 3:45:25 time: 0.6350 data_time: 0.0748 memory: 16132 grad_norm: 3.1129 loss: 1.7477 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.7477 2023/07/21 13:51:39 - mmengine - INFO - Epoch(train) [22][6200/9365] lr: 9.2939e-03 eta: 3:45:13 time: 0.5889 data_time: 0.0839 memory: 16132 grad_norm: 3.1634 loss: 1.9015 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.9015 2023/07/21 13:51:51 - mmengine - INFO - Epoch(train) [22][6220/9365] lr: 9.2771e-03 eta: 3:45:00 time: 0.5961 data_time: 0.0901 memory: 16132 grad_norm: 3.1973 loss: 1.7266 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7266 2023/07/21 13:52:04 - mmengine - INFO - Epoch(train) [22][6240/9365] lr: 9.2603e-03 eta: 3:44:48 time: 0.6174 data_time: 0.0795 memory: 16132 grad_norm: 3.0749 loss: 1.7365 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.7365 2023/07/21 13:52:16 - mmengine - INFO - Epoch(train) [22][6260/9365] lr: 9.2434e-03 eta: 3:44:36 time: 0.6074 data_time: 0.0825 memory: 16132 grad_norm: 3.1535 loss: 1.9182 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.9182 2023/07/21 13:52:28 - mmengine - INFO - Epoch(train) [22][6280/9365] lr: 9.2267e-03 eta: 3:44:23 time: 0.6286 data_time: 0.0810 memory: 16132 grad_norm: 3.0941 loss: 1.7630 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.7630 2023/07/21 13:52:41 - mmengine - INFO - Epoch(train) [22][6300/9365] lr: 9.2099e-03 eta: 3:44:11 time: 0.6057 data_time: 0.0805 memory: 16132 grad_norm: 3.0806 loss: 1.6549 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.6549 2023/07/21 13:52:53 - mmengine - INFO - Epoch(train) [22][6320/9365] lr: 9.1931e-03 eta: 3:43:58 time: 0.6144 data_time: 0.0892 memory: 16132 grad_norm: 3.1598 loss: 1.7262 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.7262 2023/07/21 13:53:03 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 13:53:06 - mmengine - INFO - Epoch(train) [22][6340/9365] lr: 9.1764e-03 eta: 3:43:46 time: 0.6353 data_time: 0.0888 memory: 16132 grad_norm: 3.1776 loss: 1.8933 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 1.8933 2023/07/21 13:53:18 - mmengine - INFO - Epoch(train) [22][6360/9365] lr: 9.1596e-03 eta: 3:43:34 time: 0.6030 data_time: 0.0823 memory: 16132 grad_norm: 3.0934 loss: 1.7501 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.7501 2023/07/21 13:53:30 - mmengine - INFO - Epoch(train) [22][6380/9365] lr: 9.1429e-03 eta: 3:43:21 time: 0.6324 data_time: 0.0823 memory: 16132 grad_norm: 3.1373 loss: 1.6594 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.6594 2023/07/21 13:53:42 - mmengine - INFO - Epoch(train) [22][6400/9365] lr: 9.1262e-03 eta: 3:43:09 time: 0.5847 data_time: 0.0895 memory: 16132 grad_norm: 3.1281 loss: 1.7169 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.7169 2023/07/21 13:53:55 - mmengine - INFO - Epoch(train) [22][6420/9365] lr: 9.1095e-03 eta: 3:42:57 time: 0.6317 data_time: 0.1368 memory: 16132 grad_norm: 3.1708 loss: 1.7901 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.7901 2023/07/21 13:54:07 - mmengine - INFO - Epoch(train) [22][6440/9365] lr: 9.0928e-03 eta: 3:42:44 time: 0.6226 data_time: 0.0962 memory: 16132 grad_norm: 3.1166 loss: 1.6782 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6782 2023/07/21 13:54:20 - mmengine - INFO - Epoch(train) [22][6460/9365] lr: 9.0762e-03 eta: 3:42:32 time: 0.6129 data_time: 0.0823 memory: 16132 grad_norm: 3.1964 loss: 1.8218 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8218 2023/07/21 13:54:32 - mmengine - INFO - Epoch(train) [22][6480/9365] lr: 9.0595e-03 eta: 3:42:20 time: 0.6101 data_time: 0.0818 memory: 16132 grad_norm: 3.1500 loss: 1.8512 top1_acc: 0.3750 top5_acc: 0.8438 loss_cls: 1.8512 2023/07/21 13:54:45 - mmengine - INFO - Epoch(train) [22][6500/9365] lr: 9.0429e-03 eta: 3:42:07 time: 0.6485 data_time: 0.0852 memory: 16132 grad_norm: 3.2465 loss: 1.7575 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.7575 2023/07/21 13:54:57 - mmengine - INFO - Epoch(train) [22][6520/9365] lr: 9.0263e-03 eta: 3:41:55 time: 0.5894 data_time: 0.0893 memory: 16132 grad_norm: 3.1902 loss: 1.7879 top1_acc: 0.6875 top5_acc: 0.7188 loss_cls: 1.7879 2023/07/21 13:55:09 - mmengine - INFO - Epoch(train) [22][6540/9365] lr: 9.0097e-03 eta: 3:41:43 time: 0.6250 data_time: 0.0818 memory: 16132 grad_norm: 3.1674 loss: 1.7672 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 1.7672 2023/07/21 13:55:22 - mmengine - INFO - Epoch(train) [22][6560/9365] lr: 8.9931e-03 eta: 3:41:30 time: 0.6159 data_time: 0.0894 memory: 16132 grad_norm: 3.1406 loss: 1.7593 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.7593 2023/07/21 13:55:35 - mmengine - INFO - Epoch(train) [22][6580/9365] lr: 8.9765e-03 eta: 3:41:18 time: 0.6411 data_time: 0.0981 memory: 16132 grad_norm: 3.2100 loss: 1.7127 top1_acc: 0.6562 top5_acc: 0.9375 loss_cls: 1.7127 2023/07/21 13:55:47 - mmengine - INFO - Epoch(train) [22][6600/9365] lr: 8.9600e-03 eta: 3:41:06 time: 0.6019 data_time: 0.1109 memory: 16132 grad_norm: 3.1357 loss: 1.7321 top1_acc: 0.7188 top5_acc: 0.9688 loss_cls: 1.7321 2023/07/21 13:55:59 - mmengine - INFO - Epoch(train) [22][6620/9365] lr: 8.9434e-03 eta: 3:40:53 time: 0.6365 data_time: 0.0825 memory: 16132 grad_norm: 3.1353 loss: 1.6605 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6605 2023/07/21 13:56:11 - mmengine - INFO - Epoch(train) [22][6640/9365] lr: 8.9269e-03 eta: 3:40:41 time: 0.5982 data_time: 0.1083 memory: 16132 grad_norm: 3.1116 loss: 1.6852 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.6852 2023/07/21 13:56:23 - mmengine - INFO - Epoch(train) [22][6660/9365] lr: 8.9104e-03 eta: 3:40:29 time: 0.5985 data_time: 0.0809 memory: 16132 grad_norm: 3.1953 loss: 1.7853 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.7853 2023/07/21 13:56:36 - mmengine - INFO - Epoch(train) [22][6680/9365] lr: 8.8939e-03 eta: 3:40:16 time: 0.6167 data_time: 0.0778 memory: 16132 grad_norm: 3.1859 loss: 1.6362 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6362 2023/07/21 13:56:48 - mmengine - INFO - Epoch(train) [22][6700/9365] lr: 8.8774e-03 eta: 3:40:04 time: 0.6106 data_time: 0.1066 memory: 16132 grad_norm: 3.1969 loss: 1.7582 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 1.7582 2023/07/21 13:57:00 - mmengine - INFO - Epoch(train) [22][6720/9365] lr: 8.8610e-03 eta: 3:39:52 time: 0.6134 data_time: 0.1205 memory: 16132 grad_norm: 3.1435 loss: 1.6865 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 1.6865 2023/07/21 13:57:12 - mmengine - INFO - Epoch(train) [22][6740/9365] lr: 8.8445e-03 eta: 3:39:39 time: 0.6032 data_time: 0.0936 memory: 16132 grad_norm: 3.2123 loss: 1.7836 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.7836 2023/07/21 13:57:25 - mmengine - INFO - Epoch(train) [22][6760/9365] lr: 8.8281e-03 eta: 3:39:27 time: 0.6496 data_time: 0.0897 memory: 16132 grad_norm: 3.1301 loss: 1.7647 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 1.7647 2023/07/21 13:57:37 - mmengine - INFO - Epoch(train) [22][6780/9365] lr: 8.8117e-03 eta: 3:39:14 time: 0.5900 data_time: 0.0988 memory: 16132 grad_norm: 3.1064 loss: 1.7013 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.7013 2023/07/21 13:57:49 - mmengine - INFO - Epoch(train) [22][6800/9365] lr: 8.7953e-03 eta: 3:39:02 time: 0.5755 data_time: 0.0902 memory: 16132 grad_norm: 3.1151 loss: 1.6513 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.6513 2023/07/21 13:58:01 - mmengine - INFO - Epoch(train) [22][6820/9365] lr: 8.7789e-03 eta: 3:38:50 time: 0.6077 data_time: 0.0850 memory: 16132 grad_norm: 3.1203 loss: 1.7729 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.7729 2023/07/21 13:58:13 - mmengine - INFO - Epoch(train) [22][6840/9365] lr: 8.7625e-03 eta: 3:38:37 time: 0.6161 data_time: 0.0960 memory: 16132 grad_norm: 3.1812 loss: 1.7368 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.7368 2023/07/21 13:58:26 - mmengine - INFO - Epoch(train) [22][6860/9365] lr: 8.7461e-03 eta: 3:38:25 time: 0.6022 data_time: 0.0969 memory: 16132 grad_norm: 3.1182 loss: 1.7900 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7900 2023/07/21 13:58:38 - mmengine - INFO - Epoch(train) [22][6880/9365] lr: 8.7298e-03 eta: 3:38:13 time: 0.6307 data_time: 0.0906 memory: 16132 grad_norm: 3.1552 loss: 1.8225 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.8225 2023/07/21 13:58:50 - mmengine - INFO - Epoch(train) [22][6900/9365] lr: 8.7135e-03 eta: 3:38:00 time: 0.6032 data_time: 0.0998 memory: 16132 grad_norm: 3.1689 loss: 1.9044 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.9044 2023/07/21 13:59:02 - mmengine - INFO - Epoch(train) [22][6920/9365] lr: 8.6971e-03 eta: 3:37:48 time: 0.5945 data_time: 0.0799 memory: 16132 grad_norm: 3.1325 loss: 1.5856 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5856 2023/07/21 13:59:15 - mmengine - INFO - Epoch(train) [22][6940/9365] lr: 8.6808e-03 eta: 3:37:35 time: 0.6152 data_time: 0.0875 memory: 16132 grad_norm: 3.1551 loss: 1.7422 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.7422 2023/07/21 13:59:26 - mmengine - INFO - Epoch(train) [22][6960/9365] lr: 8.6646e-03 eta: 3:37:23 time: 0.5851 data_time: 0.0784 memory: 16132 grad_norm: 3.2164 loss: 1.9023 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 1.9023 2023/07/21 13:59:38 - mmengine - INFO - Epoch(train) [22][6980/9365] lr: 8.6483e-03 eta: 3:37:11 time: 0.5897 data_time: 0.0802 memory: 16132 grad_norm: 3.1250 loss: 1.8235 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.8235 2023/07/21 13:59:50 - mmengine - INFO - Epoch(train) [22][7000/9365] lr: 8.6320e-03 eta: 3:36:58 time: 0.5871 data_time: 0.0821 memory: 16132 grad_norm: 3.1771 loss: 1.7904 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7904 2023/07/21 14:00:02 - mmengine - INFO - Epoch(train) [22][7020/9365] lr: 8.6158e-03 eta: 3:36:46 time: 0.6085 data_time: 0.1119 memory: 16132 grad_norm: 3.1504 loss: 1.8304 top1_acc: 0.3438 top5_acc: 0.7500 loss_cls: 1.8304 2023/07/21 14:00:14 - mmengine - INFO - Epoch(train) [22][7040/9365] lr: 8.5996e-03 eta: 3:36:33 time: 0.6115 data_time: 0.0828 memory: 16132 grad_norm: 3.1564 loss: 1.6871 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.6871 2023/07/21 14:00:27 - mmengine - INFO - Epoch(train) [22][7060/9365] lr: 8.5834e-03 eta: 3:36:21 time: 0.6163 data_time: 0.0839 memory: 16132 grad_norm: 3.1669 loss: 1.7110 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 1.7110 2023/07/21 14:00:39 - mmengine - INFO - Epoch(train) [22][7080/9365] lr: 8.5672e-03 eta: 3:36:09 time: 0.6105 data_time: 0.0759 memory: 16132 grad_norm: 3.2280 loss: 1.7195 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7195 2023/07/21 14:00:51 - mmengine - INFO - Epoch(train) [22][7100/9365] lr: 8.5510e-03 eta: 3:35:56 time: 0.6089 data_time: 0.0811 memory: 16132 grad_norm: 3.2649 loss: 1.8597 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.8597 2023/07/21 14:01:03 - mmengine - INFO - Epoch(train) [22][7120/9365] lr: 8.5348e-03 eta: 3:35:44 time: 0.5794 data_time: 0.0783 memory: 16132 grad_norm: 3.2151 loss: 1.7419 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.7419 2023/07/21 14:01:15 - mmengine - INFO - Epoch(train) [22][7140/9365] lr: 8.5187e-03 eta: 3:35:32 time: 0.6059 data_time: 0.0767 memory: 16132 grad_norm: 3.2205 loss: 1.7217 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.7217 2023/07/21 14:01:27 - mmengine - INFO - Epoch(train) [22][7160/9365] lr: 8.5025e-03 eta: 3:35:19 time: 0.6133 data_time: 0.0737 memory: 16132 grad_norm: 3.2389 loss: 1.8739 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8739 2023/07/21 14:01:40 - mmengine - INFO - Epoch(train) [22][7180/9365] lr: 8.4864e-03 eta: 3:35:07 time: 0.6235 data_time: 0.0966 memory: 16132 grad_norm: 3.1910 loss: 1.7161 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7161 2023/07/21 14:01:52 - mmengine - INFO - Epoch(train) [22][7200/9365] lr: 8.4703e-03 eta: 3:34:55 time: 0.6264 data_time: 0.0846 memory: 16132 grad_norm: 3.1730 loss: 1.7506 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.7506 2023/07/21 14:02:05 - mmengine - INFO - Epoch(train) [22][7220/9365] lr: 8.4542e-03 eta: 3:34:42 time: 0.6284 data_time: 0.0977 memory: 16132 grad_norm: 3.1851 loss: 1.7838 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7838 2023/07/21 14:02:17 - mmengine - INFO - Epoch(train) [22][7240/9365] lr: 8.4381e-03 eta: 3:34:30 time: 0.6155 data_time: 0.0858 memory: 16132 grad_norm: 3.1236 loss: 1.6875 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6875 2023/07/21 14:02:30 - mmengine - INFO - Epoch(train) [22][7260/9365] lr: 8.4221e-03 eta: 3:34:17 time: 0.6055 data_time: 0.0945 memory: 16132 grad_norm: 3.1430 loss: 1.8284 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8284 2023/07/21 14:02:42 - mmengine - INFO - Epoch(train) [22][7280/9365] lr: 8.4060e-03 eta: 3:34:05 time: 0.6260 data_time: 0.0839 memory: 16132 grad_norm: 3.1905 loss: 1.8035 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.8035 2023/07/21 14:02:54 - mmengine - INFO - Epoch(train) [22][7300/9365] lr: 8.3900e-03 eta: 3:33:53 time: 0.6032 data_time: 0.0741 memory: 16132 grad_norm: 3.2222 loss: 1.7194 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.7194 2023/07/21 14:03:06 - mmengine - INFO - Epoch(train) [22][7320/9365] lr: 8.3740e-03 eta: 3:33:40 time: 0.5877 data_time: 0.0818 memory: 16132 grad_norm: 3.2272 loss: 1.7247 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.7247 2023/07/21 14:03:16 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 14:03:19 - mmengine - INFO - Epoch(train) [22][7340/9365] lr: 8.3580e-03 eta: 3:33:28 time: 0.6452 data_time: 0.0864 memory: 16132 grad_norm: 3.2219 loss: 1.7642 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.7642 2023/07/21 14:03:31 - mmengine - INFO - Epoch(train) [22][7360/9365] lr: 8.3420e-03 eta: 3:33:16 time: 0.6093 data_time: 0.0876 memory: 16132 grad_norm: 3.2034 loss: 1.7117 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.7117 2023/07/21 14:03:44 - mmengine - INFO - Epoch(train) [22][7380/9365] lr: 8.3260e-03 eta: 3:33:03 time: 0.6170 data_time: 0.0920 memory: 16132 grad_norm: 3.2304 loss: 1.8298 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.8298 2023/07/21 14:03:56 - mmengine - INFO - Epoch(train) [22][7400/9365] lr: 8.3101e-03 eta: 3:32:51 time: 0.5972 data_time: 0.0819 memory: 16132 grad_norm: 3.1668 loss: 1.8904 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.8904 2023/07/21 14:04:08 - mmengine - INFO - Epoch(train) [22][7420/9365] lr: 8.2941e-03 eta: 3:32:39 time: 0.6180 data_time: 0.0854 memory: 16132 grad_norm: 3.1454 loss: 1.6959 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6959 2023/07/21 14:04:20 - mmengine - INFO - Epoch(train) [22][7440/9365] lr: 8.2782e-03 eta: 3:32:26 time: 0.6200 data_time: 0.0806 memory: 16132 grad_norm: 3.1831 loss: 1.6735 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6735 2023/07/21 14:04:34 - mmengine - INFO - Epoch(train) [22][7460/9365] lr: 8.2623e-03 eta: 3:32:14 time: 0.6540 data_time: 0.1040 memory: 16132 grad_norm: 3.1318 loss: 1.7546 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7546 2023/07/21 14:04:46 - mmengine - INFO - Epoch(train) [22][7480/9365] lr: 8.2464e-03 eta: 3:32:02 time: 0.6083 data_time: 0.0833 memory: 16132 grad_norm: 3.1637 loss: 1.7127 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.7127 2023/07/21 14:04:58 - mmengine - INFO - Epoch(train) [22][7500/9365] lr: 8.2305e-03 eta: 3:31:49 time: 0.5935 data_time: 0.0903 memory: 16132 grad_norm: 3.2899 loss: 1.8192 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8192 2023/07/21 14:05:10 - mmengine - INFO - Epoch(train) [22][7520/9365] lr: 8.2146e-03 eta: 3:31:37 time: 0.6005 data_time: 0.0761 memory: 16132 grad_norm: 3.1666 loss: 1.7675 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.7675 2023/07/21 14:05:22 - mmengine - INFO - Epoch(train) [22][7540/9365] lr: 8.1988e-03 eta: 3:31:24 time: 0.5918 data_time: 0.0819 memory: 16132 grad_norm: 3.2367 loss: 1.8821 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8821 2023/07/21 14:05:34 - mmengine - INFO - Epoch(train) [22][7560/9365] lr: 8.1829e-03 eta: 3:31:12 time: 0.6075 data_time: 0.0759 memory: 16132 grad_norm: 3.1174 loss: 1.9393 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 1.9393 2023/07/21 14:05:46 - mmengine - INFO - Epoch(train) [22][7580/9365] lr: 8.1671e-03 eta: 3:31:00 time: 0.6147 data_time: 0.1114 memory: 16132 grad_norm: 3.1800 loss: 1.6541 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6541 2023/07/21 14:05:59 - mmengine - INFO - Epoch(train) [22][7600/9365] lr: 8.1513e-03 eta: 3:30:47 time: 0.6310 data_time: 0.0842 memory: 16132 grad_norm: 3.1712 loss: 1.6565 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 1.6565 2023/07/21 14:06:11 - mmengine - INFO - Epoch(train) [22][7620/9365] lr: 8.1355e-03 eta: 3:30:35 time: 0.6256 data_time: 0.1215 memory: 16132 grad_norm: 3.2472 loss: 1.7515 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.7515 2023/07/21 14:06:24 - mmengine - INFO - Epoch(train) [22][7640/9365] lr: 8.1197e-03 eta: 3:30:23 time: 0.6173 data_time: 0.0908 memory: 16132 grad_norm: 3.1169 loss: 1.8154 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.8154 2023/07/21 14:06:36 - mmengine - INFO - Epoch(train) [22][7660/9365] lr: 8.1040e-03 eta: 3:30:10 time: 0.6195 data_time: 0.0800 memory: 16132 grad_norm: 3.2243 loss: 1.6488 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6488 2023/07/21 14:06:49 - mmengine - INFO - Epoch(train) [22][7680/9365] lr: 8.0882e-03 eta: 3:29:58 time: 0.6429 data_time: 0.0887 memory: 16132 grad_norm: 3.2643 loss: 1.6683 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.6683 2023/07/21 14:07:02 - mmengine - INFO - Epoch(train) [22][7700/9365] lr: 8.0725e-03 eta: 3:29:46 time: 0.6279 data_time: 0.0857 memory: 16132 grad_norm: 3.2891 loss: 1.7530 top1_acc: 0.5312 top5_acc: 0.9062 loss_cls: 1.7530 2023/07/21 14:07:14 - mmengine - INFO - Epoch(train) [22][7720/9365] lr: 8.0568e-03 eta: 3:29:34 time: 0.6154 data_time: 0.0857 memory: 16132 grad_norm: 3.2172 loss: 1.7212 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.7212 2023/07/21 14:07:26 - mmengine - INFO - Epoch(train) [22][7740/9365] lr: 8.0411e-03 eta: 3:29:21 time: 0.6069 data_time: 0.0820 memory: 16132 grad_norm: 3.1977 loss: 1.6397 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.6397 2023/07/21 14:07:39 - mmengine - INFO - Epoch(train) [22][7760/9365] lr: 8.0254e-03 eta: 3:29:09 time: 0.6312 data_time: 0.1186 memory: 16132 grad_norm: 3.2185 loss: 1.8139 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.8139 2023/07/21 14:07:51 - mmengine - INFO - Epoch(train) [22][7780/9365] lr: 8.0097e-03 eta: 3:28:57 time: 0.6118 data_time: 0.0886 memory: 16132 grad_norm: 3.1739 loss: 1.6178 top1_acc: 0.6562 top5_acc: 0.9375 loss_cls: 1.6178 2023/07/21 14:08:03 - mmengine - INFO - Epoch(train) [22][7800/9365] lr: 7.9941e-03 eta: 3:28:44 time: 0.6030 data_time: 0.0853 memory: 16132 grad_norm: 3.2042 loss: 1.7998 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7998 2023/07/21 14:08:16 - mmengine - INFO - Epoch(train) [22][7820/9365] lr: 7.9784e-03 eta: 3:28:32 time: 0.6358 data_time: 0.0893 memory: 16132 grad_norm: 3.1641 loss: 1.7195 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.7195 2023/07/21 14:08:28 - mmengine - INFO - Epoch(train) [22][7840/9365] lr: 7.9628e-03 eta: 3:28:20 time: 0.6164 data_time: 0.0843 memory: 16132 grad_norm: 3.2239 loss: 1.8168 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.8168 2023/07/21 14:08:40 - mmengine - INFO - Epoch(train) [22][7860/9365] lr: 7.9472e-03 eta: 3:28:07 time: 0.6023 data_time: 0.1062 memory: 16132 grad_norm: 3.2424 loss: 1.9027 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.9027 2023/07/21 14:08:53 - mmengine - INFO - Epoch(train) [22][7880/9365] lr: 7.9316e-03 eta: 3:27:55 time: 0.6059 data_time: 0.0927 memory: 16132 grad_norm: 3.2503 loss: 1.8876 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.8876 2023/07/21 14:09:05 - mmengine - INFO - Epoch(train) [22][7900/9365] lr: 7.9160e-03 eta: 3:27:42 time: 0.6078 data_time: 0.0991 memory: 16132 grad_norm: 3.2698 loss: 1.6881 top1_acc: 0.4062 top5_acc: 0.7812 loss_cls: 1.6881 2023/07/21 14:09:17 - mmengine - INFO - Epoch(train) [22][7920/9365] lr: 7.9004e-03 eta: 3:27:30 time: 0.5974 data_time: 0.0772 memory: 16132 grad_norm: 3.2903 loss: 1.7426 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.7426 2023/07/21 14:09:29 - mmengine - INFO - Epoch(train) [22][7940/9365] lr: 7.8849e-03 eta: 3:27:18 time: 0.6088 data_time: 0.0962 memory: 16132 grad_norm: 3.2662 loss: 1.6917 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.6917 2023/07/21 14:09:41 - mmengine - INFO - Epoch(train) [22][7960/9365] lr: 7.8694e-03 eta: 3:27:05 time: 0.6092 data_time: 0.0968 memory: 16132 grad_norm: 3.2269 loss: 1.7275 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.7275 2023/07/21 14:09:53 - mmengine - INFO - Epoch(train) [22][7980/9365] lr: 7.8538e-03 eta: 3:26:53 time: 0.6107 data_time: 0.0949 memory: 16132 grad_norm: 3.1729 loss: 1.6643 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6643 2023/07/21 14:10:06 - mmengine - INFO - Epoch(train) [22][8000/9365] lr: 7.8383e-03 eta: 3:26:41 time: 0.6192 data_time: 0.0810 memory: 16132 grad_norm: 3.2507 loss: 1.6879 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.6879 2023/07/21 14:10:18 - mmengine - INFO - Epoch(train) [22][8020/9365] lr: 7.8228e-03 eta: 3:26:28 time: 0.6153 data_time: 0.0944 memory: 16132 grad_norm: 3.3517 loss: 1.8673 top1_acc: 0.4688 top5_acc: 0.8750 loss_cls: 1.8673 2023/07/21 14:10:31 - mmengine - INFO - Epoch(train) [22][8040/9365] lr: 7.8074e-03 eta: 3:26:16 time: 0.6340 data_time: 0.0943 memory: 16132 grad_norm: 3.2413 loss: 1.7203 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.7203 2023/07/21 14:10:43 - mmengine - INFO - Epoch(train) [22][8060/9365] lr: 7.7919e-03 eta: 3:26:04 time: 0.6182 data_time: 0.0872 memory: 16132 grad_norm: 3.2717 loss: 1.7427 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.7427 2023/07/21 14:10:55 - mmengine - INFO - Epoch(train) [22][8080/9365] lr: 7.7765e-03 eta: 3:25:51 time: 0.5934 data_time: 0.0814 memory: 16132 grad_norm: 3.2126 loss: 1.7668 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7668 2023/07/21 14:11:08 - mmengine - INFO - Epoch(train) [22][8100/9365] lr: 7.7610e-03 eta: 3:25:39 time: 0.6391 data_time: 0.0841 memory: 16132 grad_norm: 3.2539 loss: 1.7534 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.7534 2023/07/21 14:11:20 - mmengine - INFO - Epoch(train) [22][8120/9365] lr: 7.7456e-03 eta: 3:25:27 time: 0.6137 data_time: 0.0968 memory: 16132 grad_norm: 3.1661 loss: 1.5855 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 1.5855 2023/07/21 14:11:32 - mmengine - INFO - Epoch(train) [22][8140/9365] lr: 7.7302e-03 eta: 3:25:14 time: 0.5938 data_time: 0.0806 memory: 16132 grad_norm: 3.1940 loss: 1.8291 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.8291 2023/07/21 14:11:45 - mmengine - INFO - Epoch(train) [22][8160/9365] lr: 7.7148e-03 eta: 3:25:02 time: 0.6251 data_time: 0.0840 memory: 16132 grad_norm: 3.2300 loss: 1.6309 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6309 2023/07/21 14:11:57 - mmengine - INFO - Epoch(train) [22][8180/9365] lr: 7.6994e-03 eta: 3:24:49 time: 0.6023 data_time: 0.1191 memory: 16132 grad_norm: 3.2621 loss: 1.7605 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 1.7605 2023/07/21 14:12:09 - mmengine - INFO - Epoch(train) [22][8200/9365] lr: 7.6841e-03 eta: 3:24:37 time: 0.6213 data_time: 0.0761 memory: 16132 grad_norm: 3.2415 loss: 1.7084 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.7084 2023/07/21 14:12:22 - mmengine - INFO - Epoch(train) [22][8220/9365] lr: 7.6687e-03 eta: 3:24:25 time: 0.6215 data_time: 0.0813 memory: 16132 grad_norm: 3.2445 loss: 1.6667 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.6667 2023/07/21 14:12:34 - mmengine - INFO - Epoch(train) [22][8240/9365] lr: 7.6534e-03 eta: 3:24:12 time: 0.5978 data_time: 0.0923 memory: 16132 grad_norm: 3.2373 loss: 1.6615 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.6615 2023/07/21 14:12:47 - mmengine - INFO - Epoch(train) [22][8260/9365] lr: 7.6381e-03 eta: 3:24:00 time: 0.6685 data_time: 0.0841 memory: 16132 grad_norm: 3.2629 loss: 1.7401 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.7401 2023/07/21 14:12:59 - mmengine - INFO - Epoch(train) [22][8280/9365] lr: 7.6228e-03 eta: 3:23:48 time: 0.6034 data_time: 0.0909 memory: 16132 grad_norm: 3.2438 loss: 1.6707 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.6707 2023/07/21 14:13:12 - mmengine - INFO - Epoch(train) [22][8300/9365] lr: 7.6075e-03 eta: 3:23:35 time: 0.6142 data_time: 0.0859 memory: 16132 grad_norm: 3.2419 loss: 1.8111 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.8111 2023/07/21 14:13:24 - mmengine - INFO - Epoch(train) [22][8320/9365] lr: 7.5923e-03 eta: 3:23:23 time: 0.6217 data_time: 0.0847 memory: 16132 grad_norm: 3.2035 loss: 1.7132 top1_acc: 0.7188 top5_acc: 0.8125 loss_cls: 1.7132 2023/07/21 14:13:34 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 14:13:37 - mmengine - INFO - Epoch(train) [22][8340/9365] lr: 7.5770e-03 eta: 3:23:11 time: 0.6156 data_time: 0.0821 memory: 16132 grad_norm: 3.2456 loss: 1.7284 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7284 2023/07/21 14:13:49 - mmengine - INFO - Epoch(train) [22][8360/9365] lr: 7.5618e-03 eta: 3:22:58 time: 0.6147 data_time: 0.0899 memory: 16132 grad_norm: 3.2787 loss: 1.8370 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.8370 2023/07/21 14:14:01 - mmengine - INFO - Epoch(train) [22][8380/9365] lr: 7.5466e-03 eta: 3:22:46 time: 0.6062 data_time: 0.0836 memory: 16132 grad_norm: 3.2056 loss: 1.6346 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.6346 2023/07/21 14:14:14 - mmengine - INFO - Epoch(train) [22][8400/9365] lr: 7.5314e-03 eta: 3:22:34 time: 0.6428 data_time: 0.0781 memory: 16132 grad_norm: 3.2821 loss: 1.7407 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7407 2023/07/21 14:14:26 - mmengine - INFO - Epoch(train) [22][8420/9365] lr: 7.5162e-03 eta: 3:22:21 time: 0.6082 data_time: 0.0869 memory: 16132 grad_norm: 3.2597 loss: 1.7644 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.7644 2023/07/21 14:14:38 - mmengine - INFO - Epoch(train) [22][8440/9365] lr: 7.5010e-03 eta: 3:22:09 time: 0.6074 data_time: 0.0792 memory: 16132 grad_norm: 3.2763 loss: 1.6810 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6810 2023/07/21 14:14:51 - mmengine - INFO - Epoch(train) [22][8460/9365] lr: 7.4858e-03 eta: 3:21:57 time: 0.6109 data_time: 0.0836 memory: 16132 grad_norm: 3.2986 loss: 1.7140 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7140 2023/07/21 14:15:03 - mmengine - INFO - Epoch(train) [22][8480/9365] lr: 7.4707e-03 eta: 3:21:44 time: 0.5949 data_time: 0.0931 memory: 16132 grad_norm: 3.2485 loss: 1.7683 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.7683 2023/07/21 14:15:15 - mmengine - INFO - Epoch(train) [22][8500/9365] lr: 7.4555e-03 eta: 3:21:32 time: 0.5934 data_time: 0.0798 memory: 16132 grad_norm: 3.2223 loss: 1.7092 top1_acc: 0.4688 top5_acc: 0.9062 loss_cls: 1.7092 2023/07/21 14:15:26 - mmengine - INFO - Epoch(train) [22][8520/9365] lr: 7.4404e-03 eta: 3:21:19 time: 0.5891 data_time: 0.0792 memory: 16132 grad_norm: 3.2756 loss: 1.7534 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.7534 2023/07/21 14:15:39 - mmengine - INFO - Epoch(train) [22][8540/9365] lr: 7.4253e-03 eta: 3:21:07 time: 0.6233 data_time: 0.0814 memory: 16132 grad_norm: 3.2455 loss: 1.7463 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.7463 2023/07/21 14:15:51 - mmengine - INFO - Epoch(train) [22][8560/9365] lr: 7.4102e-03 eta: 3:20:55 time: 0.6026 data_time: 0.0857 memory: 16132 grad_norm: 3.2752 loss: 1.6913 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6913 2023/07/21 14:16:03 - mmengine - INFO - Epoch(train) [22][8580/9365] lr: 7.3952e-03 eta: 3:20:42 time: 0.6145 data_time: 0.0770 memory: 16132 grad_norm: 3.2761 loss: 1.6807 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.6807 2023/07/21 14:16:16 - mmengine - INFO - Epoch(train) [22][8600/9365] lr: 7.3801e-03 eta: 3:20:30 time: 0.6088 data_time: 0.0896 memory: 16132 grad_norm: 3.3078 loss: 1.7820 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7820 2023/07/21 14:16:28 - mmengine - INFO - Epoch(train) [22][8620/9365] lr: 7.3651e-03 eta: 3:20:18 time: 0.6438 data_time: 0.0840 memory: 16132 grad_norm: 3.2151 loss: 1.7303 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.7303 2023/07/21 14:16:41 - mmengine - INFO - Epoch(train) [22][8640/9365] lr: 7.3501e-03 eta: 3:20:05 time: 0.6074 data_time: 0.0830 memory: 16132 grad_norm: 3.2227 loss: 1.7238 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.7238 2023/07/21 14:16:53 - mmengine - INFO - Epoch(train) [22][8660/9365] lr: 7.3350e-03 eta: 3:19:53 time: 0.6400 data_time: 0.0773 memory: 16132 grad_norm: 3.2148 loss: 1.5887 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.5887 2023/07/21 14:17:06 - mmengine - INFO - Epoch(train) [22][8680/9365] lr: 7.3201e-03 eta: 3:19:41 time: 0.6024 data_time: 0.0783 memory: 16132 grad_norm: 3.1790 loss: 1.7154 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7154 2023/07/21 14:17:19 - mmengine - INFO - Epoch(train) [22][8700/9365] lr: 7.3051e-03 eta: 3:19:28 time: 0.6553 data_time: 0.0769 memory: 16132 grad_norm: 3.2850 loss: 1.7745 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.7745 2023/07/21 14:17:31 - mmengine - INFO - Epoch(train) [22][8720/9365] lr: 7.2901e-03 eta: 3:19:16 time: 0.6068 data_time: 0.0852 memory: 16132 grad_norm: 3.2617 loss: 1.7995 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7995 2023/07/21 14:17:43 - mmengine - INFO - Epoch(train) [22][8740/9365] lr: 7.2752e-03 eta: 3:19:04 time: 0.6050 data_time: 0.0799 memory: 16132 grad_norm: 3.2591 loss: 1.7419 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.7419 2023/07/21 14:17:55 - mmengine - INFO - Epoch(train) [22][8760/9365] lr: 7.2602e-03 eta: 3:18:51 time: 0.5986 data_time: 0.0917 memory: 16132 grad_norm: 3.2443 loss: 1.7712 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.7712 2023/07/21 14:18:08 - mmengine - INFO - Epoch(train) [22][8780/9365] lr: 7.2453e-03 eta: 3:18:39 time: 0.6264 data_time: 0.0753 memory: 16132 grad_norm: 3.2298 loss: 1.6262 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.6262 2023/07/21 14:18:21 - mmengine - INFO - Epoch(train) [22][8800/9365] lr: 7.2304e-03 eta: 3:18:27 time: 0.6603 data_time: 0.1423 memory: 16132 grad_norm: 3.3133 loss: 1.7256 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7256 2023/07/21 14:18:33 - mmengine - INFO - Epoch(train) [22][8820/9365] lr: 7.2155e-03 eta: 3:18:14 time: 0.5870 data_time: 0.0766 memory: 16132 grad_norm: 3.3012 loss: 1.6421 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 1.6421 2023/07/21 14:18:45 - mmengine - INFO - Epoch(train) [22][8840/9365] lr: 7.2006e-03 eta: 3:18:02 time: 0.6113 data_time: 0.0744 memory: 16132 grad_norm: 3.2663 loss: 1.7216 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7216 2023/07/21 14:18:57 - mmengine - INFO - Epoch(train) [22][8860/9365] lr: 7.1858e-03 eta: 3:17:50 time: 0.5928 data_time: 0.0747 memory: 16132 grad_norm: 3.2813 loss: 1.6488 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6488 2023/07/21 14:19:10 - mmengine - INFO - Epoch(train) [22][8880/9365] lr: 7.1709e-03 eta: 3:17:37 time: 0.6373 data_time: 0.0717 memory: 16132 grad_norm: 3.2607 loss: 1.6398 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6398 2023/07/21 14:19:22 - mmengine - INFO - Epoch(train) [22][8900/9365] lr: 7.1561e-03 eta: 3:17:25 time: 0.6262 data_time: 0.0763 memory: 16132 grad_norm: 3.2965 loss: 1.6452 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.6452 2023/07/21 14:19:34 - mmengine - INFO - Epoch(train) [22][8920/9365] lr: 7.1413e-03 eta: 3:17:13 time: 0.6094 data_time: 0.0824 memory: 16132 grad_norm: 3.3216 loss: 1.6383 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6383 2023/07/21 14:19:47 - mmengine - INFO - Epoch(train) [22][8940/9365] lr: 7.1265e-03 eta: 3:17:00 time: 0.6042 data_time: 0.0989 memory: 16132 grad_norm: 3.3015 loss: 1.5824 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.5824 2023/07/21 14:19:58 - mmengine - INFO - Epoch(train) [22][8960/9365] lr: 7.1117e-03 eta: 3:16:48 time: 0.5869 data_time: 0.0717 memory: 16132 grad_norm: 3.2734 loss: 1.7282 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7282 2023/07/21 14:20:11 - mmengine - INFO - Epoch(train) [22][8980/9365] lr: 7.0969e-03 eta: 3:16:36 time: 0.6271 data_time: 0.0733 memory: 16132 grad_norm: 3.3296 loss: 1.7156 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.7156 2023/07/21 14:20:24 - mmengine - INFO - Epoch(train) [22][9000/9365] lr: 7.0822e-03 eta: 3:16:23 time: 0.6449 data_time: 0.0867 memory: 16132 grad_norm: 3.2912 loss: 1.7035 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.7035 2023/07/21 14:20:36 - mmengine - INFO - Epoch(train) [22][9020/9365] lr: 7.0674e-03 eta: 3:16:11 time: 0.6021 data_time: 0.0949 memory: 16132 grad_norm: 3.2385 loss: 1.7031 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 1.7031 2023/07/21 14:20:49 - mmengine - INFO - Epoch(train) [22][9040/9365] lr: 7.0527e-03 eta: 3:15:59 time: 0.6251 data_time: 0.0841 memory: 16132 grad_norm: 3.2729 loss: 1.7301 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7301 2023/07/21 14:21:00 - mmengine - INFO - Epoch(train) [22][9060/9365] lr: 7.0380e-03 eta: 3:15:46 time: 0.5963 data_time: 0.0752 memory: 16132 grad_norm: 3.2596 loss: 1.7296 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7296 2023/07/21 14:21:13 - mmengine - INFO - Epoch(train) [22][9080/9365] lr: 7.0233e-03 eta: 3:15:34 time: 0.6011 data_time: 0.0790 memory: 16132 grad_norm: 3.2965 loss: 1.6322 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.6322 2023/07/21 14:21:25 - mmengine - INFO - Epoch(train) [22][9100/9365] lr: 7.0086e-03 eta: 3:15:21 time: 0.6337 data_time: 0.0775 memory: 16132 grad_norm: 3.3550 loss: 1.7704 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7704 2023/07/21 14:21:37 - mmengine - INFO - Epoch(train) [22][9120/9365] lr: 6.9940e-03 eta: 3:15:09 time: 0.6016 data_time: 0.0832 memory: 16132 grad_norm: 3.3483 loss: 1.6909 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.6909 2023/07/21 14:21:50 - mmengine - INFO - Epoch(train) [22][9140/9365] lr: 6.9793e-03 eta: 3:14:57 time: 0.6186 data_time: 0.0781 memory: 16132 grad_norm: 3.2686 loss: 1.7408 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.7408 2023/07/21 14:22:02 - mmengine - INFO - Epoch(train) [22][9160/9365] lr: 6.9647e-03 eta: 3:14:44 time: 0.6158 data_time: 0.0861 memory: 16132 grad_norm: 3.2967 loss: 1.5625 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5625 2023/07/21 14:22:14 - mmengine - INFO - Epoch(train) [22][9180/9365] lr: 6.9501e-03 eta: 3:14:32 time: 0.6070 data_time: 0.0921 memory: 16132 grad_norm: 3.2808 loss: 1.6571 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6571 2023/07/21 14:22:27 - mmengine - INFO - Epoch(train) [22][9200/9365] lr: 6.9355e-03 eta: 3:14:20 time: 0.6274 data_time: 0.1171 memory: 16132 grad_norm: 3.3395 loss: 1.7818 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7818 2023/07/21 14:22:39 - mmengine - INFO - Epoch(train) [22][9220/9365] lr: 6.9209e-03 eta: 3:14:07 time: 0.6217 data_time: 0.1336 memory: 16132 grad_norm: 3.2751 loss: 1.6806 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 1.6806 2023/07/21 14:22:52 - mmengine - INFO - Epoch(train) [22][9240/9365] lr: 6.9063e-03 eta: 3:13:55 time: 0.6081 data_time: 0.0762 memory: 16132 grad_norm: 3.3093 loss: 1.6104 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 1.6104 2023/07/21 14:23:04 - mmengine - INFO - Epoch(train) [22][9260/9365] lr: 6.8917e-03 eta: 3:13:43 time: 0.6031 data_time: 0.0757 memory: 16132 grad_norm: 3.2844 loss: 1.6674 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6674 2023/07/21 14:23:16 - mmengine - INFO - Epoch(train) [22][9280/9365] lr: 6.8772e-03 eta: 3:13:30 time: 0.6134 data_time: 0.0839 memory: 16132 grad_norm: 3.3268 loss: 1.6673 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.6673 2023/07/21 14:23:28 - mmengine - INFO - Epoch(train) [22][9300/9365] lr: 6.8627e-03 eta: 3:13:18 time: 0.6106 data_time: 0.0782 memory: 16132 grad_norm: 3.2284 loss: 1.7317 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.7317 2023/07/21 14:23:41 - mmengine - INFO - Epoch(train) [22][9320/9365] lr: 6.8482e-03 eta: 3:13:06 time: 0.6171 data_time: 0.0840 memory: 16132 grad_norm: 3.3120 loss: 1.7214 top1_acc: 0.4062 top5_acc: 0.7188 loss_cls: 1.7214 2023/07/21 14:23:50 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 14:23:53 - mmengine - INFO - Epoch(train) [22][9340/9365] lr: 6.8337e-03 eta: 3:12:53 time: 0.6282 data_time: 0.0817 memory: 16132 grad_norm: 3.3177 loss: 1.7014 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7014 2023/07/21 14:24:05 - mmengine - INFO - Epoch(train) [22][9360/9365] lr: 6.8192e-03 eta: 3:12:41 time: 0.5704 data_time: 0.0750 memory: 16132 grad_norm: 3.2372 loss: 1.6922 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.6922 2023/07/21 14:24:07 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 14:24:07 - mmengine - INFO - Epoch(train) [22][9365/9365] lr: 6.8156e-03 eta: 3:12:38 time: 0.5592 data_time: 0.0767 memory: 16132 grad_norm: 3.3013 loss: 1.7448 top1_acc: 0.7083 top5_acc: 0.8750 loss_cls: 1.7448 2023/07/21 14:24:07 - mmengine - INFO - Saving checkpoint at 22 epochs 2023/07/21 14:24:26 - mmengine - INFO - Epoch(val) [22][20/78] eta: 0:00:49 time: 0.8513 data_time: 0.5533 memory: 3721 2023/07/21 14:24:37 - mmengine - INFO - Epoch(val) [22][40/78] eta: 0:00:27 time: 0.5791 data_time: 0.2792 memory: 3721 2023/07/21 14:24:47 - mmengine - INFO - Epoch(val) [22][60/78] eta: 0:00:11 time: 0.5124 data_time: 0.2223 memory: 3721 2023/07/21 14:24:59 - mmengine - INFO - Epoch(val) [22][78/78] acc/top1: 0.4409 acc/top5: 0.6927 acc/mean1: 0.4406 data_time: 0.3049 time: 0.5885 2023/07/21 14:24:59 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/daiwenxun/mmlab/mmaction2/work_dirs/slowonly_r50_8xb32-u48-240e_k400-keypoint/best_acc_top1_epoch_21.pth is removed 2023/07/21 14:25:00 - mmengine - INFO - The best checkpoint with 0.4409 acc/top1 at 22 epoch is saved to best_acc_top1_epoch_22.pth. 2023/07/21 14:25:20 - mmengine - INFO - Epoch(train) [23][ 20/9365] lr: 6.8011e-03 eta: 3:12:26 time: 1.0108 data_time: 0.3464 memory: 16132 grad_norm: 3.2796 loss: 1.7028 top1_acc: 0.4062 top5_acc: 0.8125 loss_cls: 1.7028 2023/07/21 14:25:33 - mmengine - INFO - Epoch(train) [23][ 40/9365] lr: 6.7866e-03 eta: 3:12:14 time: 0.6527 data_time: 0.0891 memory: 16132 grad_norm: 3.2520 loss: 1.5535 top1_acc: 0.6562 top5_acc: 0.9375 loss_cls: 1.5535 2023/07/21 14:25:46 - mmengine - INFO - Epoch(train) [23][ 60/9365] lr: 6.7722e-03 eta: 3:12:02 time: 0.6105 data_time: 0.0969 memory: 16132 grad_norm: 3.3150 loss: 1.5899 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.5899 2023/07/21 14:25:58 - mmengine - INFO - Epoch(train) [23][ 80/9365] lr: 6.7578e-03 eta: 3:11:49 time: 0.6111 data_time: 0.0767 memory: 16132 grad_norm: 3.3278 loss: 1.8957 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 1.8957 2023/07/21 14:26:11 - mmengine - INFO - Epoch(train) [23][ 100/9365] lr: 6.7434e-03 eta: 3:11:37 time: 0.6562 data_time: 0.0788 memory: 16132 grad_norm: 3.3355 loss: 1.6908 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.6908 2023/07/21 14:26:23 - mmengine - INFO - Epoch(train) [23][ 120/9365] lr: 6.7290e-03 eta: 3:11:25 time: 0.6151 data_time: 0.1025 memory: 16132 grad_norm: 3.2947 loss: 1.5971 top1_acc: 0.4688 top5_acc: 0.6250 loss_cls: 1.5971 2023/07/21 14:26:36 - mmengine - INFO - Epoch(train) [23][ 140/9365] lr: 6.7146e-03 eta: 3:11:12 time: 0.6007 data_time: 0.0838 memory: 16132 grad_norm: 3.2892 loss: 1.6421 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.6421 2023/07/21 14:26:48 - mmengine - INFO - Epoch(train) [23][ 160/9365] lr: 6.7003e-03 eta: 3:11:00 time: 0.6448 data_time: 0.0864 memory: 16132 grad_norm: 3.3154 loss: 1.6484 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.6484 2023/07/21 14:27:01 - mmengine - INFO - Epoch(train) [23][ 180/9365] lr: 6.6859e-03 eta: 3:10:48 time: 0.6294 data_time: 0.1073 memory: 16132 grad_norm: 3.3344 loss: 1.7568 top1_acc: 0.4375 top5_acc: 0.9062 loss_cls: 1.7568 2023/07/21 14:27:13 - mmengine - INFO - Epoch(train) [23][ 200/9365] lr: 6.6716e-03 eta: 3:10:35 time: 0.5988 data_time: 0.0829 memory: 16132 grad_norm: 3.3110 loss: 1.6749 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6749 2023/07/21 14:27:25 - mmengine - INFO - Epoch(train) [23][ 220/9365] lr: 6.6573e-03 eta: 3:10:23 time: 0.6150 data_time: 0.0754 memory: 16132 grad_norm: 3.2984 loss: 1.5875 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.5875 2023/07/21 14:27:38 - mmengine - INFO - Epoch(train) [23][ 240/9365] lr: 6.6430e-03 eta: 3:10:11 time: 0.6052 data_time: 0.0811 memory: 16132 grad_norm: 3.3084 loss: 1.7379 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.7379 2023/07/21 14:27:49 - mmengine - INFO - Epoch(train) [23][ 260/9365] lr: 6.6287e-03 eta: 3:09:58 time: 0.5847 data_time: 0.1045 memory: 16132 grad_norm: 3.2815 loss: 1.7024 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.7024 2023/07/21 14:28:01 - mmengine - INFO - Epoch(train) [23][ 280/9365] lr: 6.6144e-03 eta: 3:09:46 time: 0.5898 data_time: 0.0887 memory: 16132 grad_norm: 3.2355 loss: 1.7959 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.7959 2023/07/21 14:28:14 - mmengine - INFO - Epoch(train) [23][ 300/9365] lr: 6.6002e-03 eta: 3:09:34 time: 0.6135 data_time: 0.0777 memory: 16132 grad_norm: 3.2469 loss: 1.6543 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6543 2023/07/21 14:28:26 - mmengine - INFO - Epoch(train) [23][ 320/9365] lr: 6.5859e-03 eta: 3:09:21 time: 0.6128 data_time: 0.0738 memory: 16132 grad_norm: 3.3633 loss: 1.7408 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.7408 2023/07/21 14:28:38 - mmengine - INFO - Epoch(train) [23][ 340/9365] lr: 6.5717e-03 eta: 3:09:09 time: 0.5982 data_time: 0.0747 memory: 16132 grad_norm: 3.3313 loss: 1.6002 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6002 2023/07/21 14:28:50 - mmengine - INFO - Epoch(train) [23][ 360/9365] lr: 6.5575e-03 eta: 3:08:56 time: 0.6075 data_time: 0.0752 memory: 16132 grad_norm: 3.2683 loss: 1.6424 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6424 2023/07/21 14:29:03 - mmengine - INFO - Epoch(train) [23][ 380/9365] lr: 6.5433e-03 eta: 3:08:44 time: 0.6276 data_time: 0.0757 memory: 16132 grad_norm: 3.3334 loss: 1.5998 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 1.5998 2023/07/21 14:29:15 - mmengine - INFO - Epoch(train) [23][ 400/9365] lr: 6.5292e-03 eta: 3:08:32 time: 0.6054 data_time: 0.0908 memory: 16132 grad_norm: 3.2856 loss: 1.6902 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6902 2023/07/21 14:29:27 - mmengine - INFO - Epoch(train) [23][ 420/9365] lr: 6.5150e-03 eta: 3:08:19 time: 0.5860 data_time: 0.0769 memory: 16132 grad_norm: 3.3200 loss: 1.7110 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.7110 2023/07/21 14:29:39 - mmengine - INFO - Epoch(train) [23][ 440/9365] lr: 6.5008e-03 eta: 3:08:07 time: 0.6237 data_time: 0.0931 memory: 16132 grad_norm: 3.3886 loss: 1.4607 top1_acc: 0.6875 top5_acc: 0.9688 loss_cls: 1.4607 2023/07/21 14:29:52 - mmengine - INFO - Epoch(train) [23][ 460/9365] lr: 6.4867e-03 eta: 3:07:55 time: 0.6284 data_time: 0.0735 memory: 16132 grad_norm: 3.2687 loss: 1.6444 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6444 2023/07/21 14:30:04 - mmengine - INFO - Epoch(train) [23][ 480/9365] lr: 6.4726e-03 eta: 3:07:42 time: 0.6148 data_time: 0.0887 memory: 16132 grad_norm: 3.3580 loss: 1.7198 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.7198 2023/07/21 14:30:16 - mmengine - INFO - Epoch(train) [23][ 500/9365] lr: 6.4585e-03 eta: 3:07:30 time: 0.6058 data_time: 0.0785 memory: 16132 grad_norm: 3.3596 loss: 1.6450 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.6450 2023/07/21 14:30:29 - mmengine - INFO - Epoch(train) [23][ 520/9365] lr: 6.4444e-03 eta: 3:07:18 time: 0.6200 data_time: 0.0930 memory: 16132 grad_norm: 3.2662 loss: 1.6641 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.6641 2023/07/21 14:30:41 - mmengine - INFO - Epoch(train) [23][ 540/9365] lr: 6.4303e-03 eta: 3:07:05 time: 0.6079 data_time: 0.0975 memory: 16132 grad_norm: 3.3498 loss: 1.6924 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6924 2023/07/21 14:30:53 - mmengine - INFO - Epoch(train) [23][ 560/9365] lr: 6.4163e-03 eta: 3:06:53 time: 0.6007 data_time: 0.0790 memory: 16132 grad_norm: 3.2654 loss: 1.6609 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.6609 2023/07/21 14:31:06 - mmengine - INFO - Epoch(train) [23][ 580/9365] lr: 6.4022e-03 eta: 3:06:41 time: 0.6570 data_time: 0.1057 memory: 16132 grad_norm: 3.3346 loss: 1.6368 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.6368 2023/07/21 14:31:18 - mmengine - INFO - Epoch(train) [23][ 600/9365] lr: 6.3882e-03 eta: 3:06:28 time: 0.5960 data_time: 0.1029 memory: 16132 grad_norm: 3.3011 loss: 1.8090 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.8090 2023/07/21 14:31:30 - mmengine - INFO - Epoch(train) [23][ 620/9365] lr: 6.3742e-03 eta: 3:06:16 time: 0.5986 data_time: 0.0903 memory: 16132 grad_norm: 3.3496 loss: 1.6517 top1_acc: 0.7188 top5_acc: 0.8125 loss_cls: 1.6517 2023/07/21 14:31:43 - mmengine - INFO - Epoch(train) [23][ 640/9365] lr: 6.3602e-03 eta: 3:06:04 time: 0.6363 data_time: 0.0795 memory: 16132 grad_norm: 3.4029 loss: 1.6676 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6676 2023/07/21 14:31:54 - mmengine - INFO - Epoch(train) [23][ 660/9365] lr: 6.3462e-03 eta: 3:05:51 time: 0.5827 data_time: 0.0899 memory: 16132 grad_norm: 3.3937 loss: 1.7282 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.7282 2023/07/21 14:32:07 - mmengine - INFO - Epoch(train) [23][ 680/9365] lr: 6.3323e-03 eta: 3:05:39 time: 0.6262 data_time: 0.0825 memory: 16132 grad_norm: 3.3833 loss: 1.6729 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6729 2023/07/21 14:32:19 - mmengine - INFO - Epoch(train) [23][ 700/9365] lr: 6.3183e-03 eta: 3:05:26 time: 0.6018 data_time: 0.0833 memory: 16132 grad_norm: 3.3553 loss: 1.6911 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6911 2023/07/21 14:32:31 - mmengine - INFO - Epoch(train) [23][ 720/9365] lr: 6.3044e-03 eta: 3:05:14 time: 0.6154 data_time: 0.0806 memory: 16132 grad_norm: 3.3314 loss: 1.6278 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6278 2023/07/21 14:32:44 - mmengine - INFO - Epoch(train) [23][ 740/9365] lr: 6.2905e-03 eta: 3:05:02 time: 0.6076 data_time: 0.0846 memory: 16132 grad_norm: 3.3456 loss: 1.6805 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6805 2023/07/21 14:32:56 - mmengine - INFO - Epoch(train) [23][ 760/9365] lr: 6.2766e-03 eta: 3:04:49 time: 0.6041 data_time: 0.0777 memory: 16132 grad_norm: 3.3927 loss: 1.6758 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 1.6758 2023/07/21 14:33:08 - mmengine - INFO - Epoch(train) [23][ 780/9365] lr: 6.2627e-03 eta: 3:04:37 time: 0.6229 data_time: 0.0797 memory: 16132 grad_norm: 3.3480 loss: 1.6574 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.6574 2023/07/21 14:33:21 - mmengine - INFO - Epoch(train) [23][ 800/9365] lr: 6.2488e-03 eta: 3:04:25 time: 0.6138 data_time: 0.0833 memory: 16132 grad_norm: 3.3861 loss: 1.7157 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.7157 2023/07/21 14:33:33 - mmengine - INFO - Epoch(train) [23][ 820/9365] lr: 6.2349e-03 eta: 3:04:12 time: 0.6088 data_time: 0.0804 memory: 16132 grad_norm: 3.2884 loss: 1.6830 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.6830 2023/07/21 14:33:45 - mmengine - INFO - Epoch(train) [23][ 840/9365] lr: 6.2211e-03 eta: 3:04:00 time: 0.6033 data_time: 0.0769 memory: 16132 grad_norm: 3.3291 loss: 1.6117 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.6117 2023/07/21 14:33:57 - mmengine - INFO - Epoch(train) [23][ 860/9365] lr: 6.2073e-03 eta: 3:03:47 time: 0.5943 data_time: 0.0768 memory: 16132 grad_norm: 3.2882 loss: 1.6654 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6654 2023/07/21 14:34:09 - mmengine - INFO - Epoch(train) [23][ 880/9365] lr: 6.1934e-03 eta: 3:03:35 time: 0.5916 data_time: 0.0721 memory: 16132 grad_norm: 3.2987 loss: 1.6133 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 1.6133 2023/07/21 14:34:21 - mmengine - INFO - Epoch(train) [23][ 900/9365] lr: 6.1796e-03 eta: 3:03:23 time: 0.6099 data_time: 0.0777 memory: 16132 grad_norm: 3.3949 loss: 1.6598 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.6598 2023/07/21 14:34:34 - mmengine - INFO - Epoch(train) [23][ 920/9365] lr: 6.1659e-03 eta: 3:03:10 time: 0.6322 data_time: 0.0772 memory: 16132 grad_norm: 3.3638 loss: 1.5408 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.5408 2023/07/21 14:34:45 - mmengine - INFO - Epoch(train) [23][ 940/9365] lr: 6.1521e-03 eta: 3:02:58 time: 0.5804 data_time: 0.0808 memory: 16132 grad_norm: 3.3842 loss: 1.6580 top1_acc: 0.6562 top5_acc: 0.9375 loss_cls: 1.6580 2023/07/21 14:34:58 - mmengine - INFO - Epoch(train) [23][ 960/9365] lr: 6.1383e-03 eta: 3:02:46 time: 0.6439 data_time: 0.0765 memory: 16132 grad_norm: 3.4305 loss: 1.5168 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.5168 2023/07/21 14:35:04 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 14:35:10 - mmengine - INFO - Epoch(train) [23][ 980/9365] lr: 6.1246e-03 eta: 3:02:33 time: 0.5979 data_time: 0.0883 memory: 16132 grad_norm: 3.3961 loss: 1.6958 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.6958 2023/07/21 14:35:23 - mmengine - INFO - Epoch(train) [23][1000/9365] lr: 6.1109e-03 eta: 3:02:21 time: 0.6129 data_time: 0.0865 memory: 16132 grad_norm: 3.4049 loss: 1.6084 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.6084 2023/07/21 14:35:34 - mmengine - INFO - Epoch(train) [23][1020/9365] lr: 6.0972e-03 eta: 3:02:09 time: 0.5872 data_time: 0.0933 memory: 16132 grad_norm: 3.4171 loss: 1.7229 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.7229 2023/07/21 14:35:47 - mmengine - INFO - Epoch(train) [23][1040/9365] lr: 6.0835e-03 eta: 3:01:56 time: 0.6143 data_time: 0.0761 memory: 16132 grad_norm: 3.3698 loss: 1.6740 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.6740 2023/07/21 14:35:59 - mmengine - INFO - Epoch(train) [23][1060/9365] lr: 6.0698e-03 eta: 3:01:44 time: 0.6186 data_time: 0.0870 memory: 16132 grad_norm: 3.3323 loss: 1.6227 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.6227 2023/07/21 14:36:11 - mmengine - INFO - Epoch(train) [23][1080/9365] lr: 6.0561e-03 eta: 3:01:31 time: 0.6046 data_time: 0.0848 memory: 16132 grad_norm: 3.3585 loss: 1.6305 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.6305 2023/07/21 14:36:24 - mmengine - INFO - Epoch(train) [23][1100/9365] lr: 6.0425e-03 eta: 3:01:19 time: 0.6448 data_time: 0.0847 memory: 16132 grad_norm: 3.3588 loss: 1.6973 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6973 2023/07/21 14:36:37 - mmengine - INFO - Epoch(train) [23][1120/9365] lr: 6.0289e-03 eta: 3:01:07 time: 0.6227 data_time: 0.0848 memory: 16132 grad_norm: 3.3779 loss: 1.5757 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.5757 2023/07/21 14:36:49 - mmengine - INFO - Epoch(train) [23][1140/9365] lr: 6.0152e-03 eta: 3:00:54 time: 0.6033 data_time: 0.1115 memory: 16132 grad_norm: 3.3633 loss: 1.6251 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.6251 2023/07/21 14:37:01 - mmengine - INFO - Epoch(train) [23][1160/9365] lr: 6.0016e-03 eta: 3:00:42 time: 0.6105 data_time: 0.1177 memory: 16132 grad_norm: 3.4243 loss: 1.6987 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.6987 2023/07/21 14:37:13 - mmengine - INFO - Epoch(train) [23][1180/9365] lr: 5.9881e-03 eta: 3:00:30 time: 0.6131 data_time: 0.0795 memory: 16132 grad_norm: 3.2822 loss: 1.6916 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.6916 2023/07/21 14:37:25 - mmengine - INFO - Epoch(train) [23][1200/9365] lr: 5.9745e-03 eta: 3:00:17 time: 0.6011 data_time: 0.0749 memory: 16132 grad_norm: 3.4244 loss: 1.7427 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.7427 2023/07/21 14:37:37 - mmengine - INFO - Epoch(train) [23][1220/9365] lr: 5.9609e-03 eta: 3:00:05 time: 0.6015 data_time: 0.0849 memory: 16132 grad_norm: 3.3939 loss: 1.6998 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6998 2023/07/21 14:37:50 - mmengine - INFO - Epoch(train) [23][1240/9365] lr: 5.9474e-03 eta: 2:59:53 time: 0.6239 data_time: 0.0770 memory: 16132 grad_norm: 3.4355 loss: 1.5652 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 1.5652 2023/07/21 14:38:02 - mmengine - INFO - Epoch(train) [23][1260/9365] lr: 5.9339e-03 eta: 2:59:40 time: 0.6178 data_time: 0.0822 memory: 16132 grad_norm: 3.3373 loss: 1.5430 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5430 2023/07/21 14:38:15 - mmengine - INFO - Epoch(train) [23][1280/9365] lr: 5.9204e-03 eta: 2:59:28 time: 0.6405 data_time: 0.0883 memory: 16132 grad_norm: 3.3528 loss: 1.5993 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.5993 2023/07/21 14:38:27 - mmengine - INFO - Epoch(train) [23][1300/9365] lr: 5.9069e-03 eta: 2:59:16 time: 0.6001 data_time: 0.0838 memory: 16132 grad_norm: 3.3585 loss: 1.6665 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.6665 2023/07/21 14:38:40 - mmengine - INFO - Epoch(train) [23][1320/9365] lr: 5.8934e-03 eta: 2:59:03 time: 0.6187 data_time: 0.0787 memory: 16132 grad_norm: 3.4430 loss: 1.6857 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6857 2023/07/21 14:38:53 - mmengine - INFO - Epoch(train) [23][1340/9365] lr: 5.8799e-03 eta: 2:58:51 time: 0.6442 data_time: 0.0972 memory: 16132 grad_norm: 3.3809 loss: 1.7174 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.7174 2023/07/21 14:39:05 - mmengine - INFO - Epoch(train) [23][1360/9365] lr: 5.8665e-03 eta: 2:58:39 time: 0.6079 data_time: 0.1004 memory: 16132 grad_norm: 3.3606 loss: 1.7451 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.7451 2023/07/21 14:39:17 - mmengine - INFO - Epoch(train) [23][1380/9365] lr: 5.8530e-03 eta: 2:58:26 time: 0.6028 data_time: 0.0810 memory: 16132 grad_norm: 3.3921 loss: 1.5426 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.5426 2023/07/21 14:39:29 - mmengine - INFO - Epoch(train) [23][1400/9365] lr: 5.8396e-03 eta: 2:58:14 time: 0.5875 data_time: 0.0749 memory: 16132 grad_norm: 3.3560 loss: 1.6451 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 1.6451 2023/07/21 14:39:41 - mmengine - INFO - Epoch(train) [23][1420/9365] lr: 5.8262e-03 eta: 2:58:02 time: 0.6247 data_time: 0.1184 memory: 16132 grad_norm: 3.3751 loss: 1.7717 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.7717 2023/07/21 14:39:54 - mmengine - INFO - Epoch(train) [23][1440/9365] lr: 5.8128e-03 eta: 2:57:49 time: 0.6549 data_time: 0.0836 memory: 16132 grad_norm: 3.3279 loss: 1.7266 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.7266 2023/07/21 14:40:07 - mmengine - INFO - Epoch(train) [23][1460/9365] lr: 5.7994e-03 eta: 2:57:37 time: 0.6176 data_time: 0.1017 memory: 16132 grad_norm: 3.4048 loss: 1.6256 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.6256 2023/07/21 14:40:19 - mmengine - INFO - Epoch(train) [23][1480/9365] lr: 5.7861e-03 eta: 2:57:25 time: 0.6111 data_time: 0.0890 memory: 16132 grad_norm: 3.4657 loss: 1.7926 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.7926 2023/07/21 14:40:31 - mmengine - INFO - Epoch(train) [23][1500/9365] lr: 5.7727e-03 eta: 2:57:12 time: 0.6105 data_time: 0.0909 memory: 16132 grad_norm: 3.4079 loss: 1.6617 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 1.6617 2023/07/21 14:40:44 - mmengine - INFO - Epoch(train) [23][1520/9365] lr: 5.7594e-03 eta: 2:57:00 time: 0.6083 data_time: 0.0774 memory: 16132 grad_norm: 3.3971 loss: 1.6528 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6528 2023/07/21 14:40:56 - mmengine - INFO - Epoch(train) [23][1540/9365] lr: 5.7461e-03 eta: 2:56:48 time: 0.6162 data_time: 0.0807 memory: 16132 grad_norm: 3.4313 loss: 1.6716 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.6716 2023/07/21 14:41:08 - mmengine - INFO - Epoch(train) [23][1560/9365] lr: 5.7328e-03 eta: 2:56:35 time: 0.6034 data_time: 0.0853 memory: 16132 grad_norm: 3.4057 loss: 1.7926 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7926 2023/07/21 14:41:20 - mmengine - INFO - Epoch(train) [23][1580/9365] lr: 5.7195e-03 eta: 2:56:23 time: 0.5771 data_time: 0.0811 memory: 16132 grad_norm: 3.3568 loss: 1.6394 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.6394 2023/07/21 14:41:31 - mmengine - INFO - Epoch(train) [23][1600/9365] lr: 5.7063e-03 eta: 2:56:10 time: 0.5880 data_time: 0.0744 memory: 16132 grad_norm: 3.3795 loss: 1.6262 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.6262 2023/07/21 14:41:44 - mmengine - INFO - Epoch(train) [23][1620/9365] lr: 5.6930e-03 eta: 2:55:58 time: 0.6191 data_time: 0.0791 memory: 16132 grad_norm: 3.3981 loss: 1.5692 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.5692 2023/07/21 14:41:56 - mmengine - INFO - Epoch(train) [23][1640/9365] lr: 5.6798e-03 eta: 2:55:46 time: 0.6162 data_time: 0.0782 memory: 16132 grad_norm: 3.3929 loss: 1.6429 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.6429 2023/07/21 14:42:08 - mmengine - INFO - Epoch(train) [23][1660/9365] lr: 5.6665e-03 eta: 2:55:33 time: 0.6027 data_time: 0.0802 memory: 16132 grad_norm: 3.4523 loss: 1.6822 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6822 2023/07/21 14:42:20 - mmengine - INFO - Epoch(train) [23][1680/9365] lr: 5.6533e-03 eta: 2:55:21 time: 0.6036 data_time: 0.0888 memory: 16132 grad_norm: 3.3788 loss: 1.6275 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.6275 2023/07/21 14:42:34 - mmengine - INFO - Epoch(train) [23][1700/9365] lr: 5.6401e-03 eta: 2:55:09 time: 0.6543 data_time: 0.0884 memory: 16132 grad_norm: 3.4265 loss: 1.6735 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.6735 2023/07/21 14:42:45 - mmengine - INFO - Epoch(train) [23][1720/9365] lr: 5.6270e-03 eta: 2:54:56 time: 0.5892 data_time: 0.0831 memory: 16132 grad_norm: 3.4514 loss: 1.6981 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.6981 2023/07/21 14:42:58 - mmengine - INFO - Epoch(train) [23][1740/9365] lr: 5.6138e-03 eta: 2:54:44 time: 0.6090 data_time: 0.0762 memory: 16132 grad_norm: 3.4763 loss: 1.7471 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7471 2023/07/21 14:43:10 - mmengine - INFO - Epoch(train) [23][1760/9365] lr: 5.6007e-03 eta: 2:54:32 time: 0.6133 data_time: 0.0881 memory: 16132 grad_norm: 3.3887 loss: 1.5879 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 1.5879 2023/07/21 14:43:22 - mmengine - INFO - Epoch(train) [23][1780/9365] lr: 5.5875e-03 eta: 2:54:19 time: 0.5887 data_time: 0.0935 memory: 16132 grad_norm: 3.4401 loss: 1.5833 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.5833 2023/07/21 14:43:34 - mmengine - INFO - Epoch(train) [23][1800/9365] lr: 5.5744e-03 eta: 2:54:07 time: 0.6238 data_time: 0.0801 memory: 16132 grad_norm: 3.3836 loss: 1.6503 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6503 2023/07/21 14:43:46 - mmengine - INFO - Epoch(train) [23][1820/9365] lr: 5.5613e-03 eta: 2:53:54 time: 0.5930 data_time: 0.0943 memory: 16132 grad_norm: 3.3848 loss: 1.5934 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.5934 2023/07/21 14:43:58 - mmengine - INFO - Epoch(train) [23][1840/9365] lr: 5.5482e-03 eta: 2:53:42 time: 0.5964 data_time: 0.0743 memory: 16132 grad_norm: 3.4423 loss: 1.7853 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 1.7853 2023/07/21 14:44:11 - mmengine - INFO - Epoch(train) [23][1860/9365] lr: 5.5352e-03 eta: 2:53:30 time: 0.6510 data_time: 0.0781 memory: 16132 grad_norm: 3.4249 loss: 1.6316 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6316 2023/07/21 14:44:23 - mmengine - INFO - Epoch(train) [23][1880/9365] lr: 5.5221e-03 eta: 2:53:17 time: 0.5752 data_time: 0.0785 memory: 16132 grad_norm: 3.4103 loss: 1.7495 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.7495 2023/07/21 14:44:35 - mmengine - INFO - Epoch(train) [23][1900/9365] lr: 5.5091e-03 eta: 2:53:05 time: 0.6150 data_time: 0.1118 memory: 16132 grad_norm: 3.3850 loss: 1.6612 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 1.6612 2023/07/21 14:44:48 - mmengine - INFO - Epoch(train) [23][1920/9365] lr: 5.4960e-03 eta: 2:52:53 time: 0.6380 data_time: 0.0940 memory: 16132 grad_norm: 3.4297 loss: 1.7377 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.7377 2023/07/21 14:45:00 - mmengine - INFO - Epoch(train) [23][1940/9365] lr: 5.4830e-03 eta: 2:52:40 time: 0.5843 data_time: 0.0867 memory: 16132 grad_norm: 3.4426 loss: 1.6821 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 1.6821 2023/07/21 14:45:12 - mmengine - INFO - Epoch(train) [23][1960/9365] lr: 5.4700e-03 eta: 2:52:28 time: 0.6066 data_time: 0.0745 memory: 16132 grad_norm: 3.4193 loss: 1.7106 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.7106 2023/07/21 14:45:18 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 14:45:24 - mmengine - INFO - Epoch(train) [23][1980/9365] lr: 5.4571e-03 eta: 2:52:16 time: 0.6064 data_time: 0.1066 memory: 16132 grad_norm: 3.3761 loss: 1.5030 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.5030 2023/07/21 14:45:36 - mmengine - INFO - Epoch(train) [23][2000/9365] lr: 5.4441e-03 eta: 2:52:03 time: 0.6103 data_time: 0.0928 memory: 16132 grad_norm: 3.3863 loss: 1.6537 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6537 2023/07/21 14:45:48 - mmengine - INFO - Epoch(train) [23][2020/9365] lr: 5.4311e-03 eta: 2:51:51 time: 0.6068 data_time: 0.0782 memory: 16132 grad_norm: 3.4384 loss: 1.5713 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5713 2023/07/21 14:46:01 - mmengine - INFO - Epoch(train) [23][2040/9365] lr: 5.4182e-03 eta: 2:51:38 time: 0.6312 data_time: 0.0905 memory: 16132 grad_norm: 3.4107 loss: 1.6931 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 1.6931 2023/07/21 14:46:13 - mmengine - INFO - Epoch(train) [23][2060/9365] lr: 5.4053e-03 eta: 2:51:26 time: 0.6134 data_time: 0.0870 memory: 16132 grad_norm: 3.3625 loss: 1.6803 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.6803 2023/07/21 14:46:26 - mmengine - INFO - Epoch(train) [23][2080/9365] lr: 5.3924e-03 eta: 2:51:14 time: 0.6051 data_time: 0.0808 memory: 16132 grad_norm: 3.4474 loss: 1.6009 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6009 2023/07/21 14:46:38 - mmengine - INFO - Epoch(train) [23][2100/9365] lr: 5.3795e-03 eta: 2:51:01 time: 0.6012 data_time: 0.0844 memory: 16132 grad_norm: 3.4804 loss: 1.6875 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.6875 2023/07/21 14:46:50 - mmengine - INFO - Epoch(train) [23][2120/9365] lr: 5.3666e-03 eta: 2:50:49 time: 0.6146 data_time: 0.0951 memory: 16132 grad_norm: 3.4043 loss: 1.5511 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.5511 2023/07/21 14:47:02 - mmengine - INFO - Epoch(train) [23][2140/9365] lr: 5.3538e-03 eta: 2:50:37 time: 0.5800 data_time: 0.0859 memory: 16132 grad_norm: 3.5123 loss: 1.6317 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6317 2023/07/21 14:47:14 - mmengine - INFO - Epoch(train) [23][2160/9365] lr: 5.3409e-03 eta: 2:50:24 time: 0.6074 data_time: 0.0783 memory: 16132 grad_norm: 3.3478 loss: 1.4884 top1_acc: 0.7500 top5_acc: 0.9688 loss_cls: 1.4884 2023/07/21 14:47:26 - mmengine - INFO - Epoch(train) [23][2180/9365] lr: 5.3281e-03 eta: 2:50:12 time: 0.6248 data_time: 0.1096 memory: 16132 grad_norm: 3.3603 loss: 1.6239 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.6239 2023/07/21 14:47:38 - mmengine - INFO - Epoch(train) [23][2200/9365] lr: 5.3153e-03 eta: 2:50:00 time: 0.6008 data_time: 0.0883 memory: 16132 grad_norm: 3.4210 loss: 1.6916 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.6916 2023/07/21 14:47:51 - mmengine - INFO - Epoch(train) [23][2220/9365] lr: 5.3025e-03 eta: 2:49:47 time: 0.6199 data_time: 0.0827 memory: 16132 grad_norm: 3.4683 loss: 1.6731 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6731 2023/07/21 14:48:03 - mmengine - INFO - Epoch(train) [23][2240/9365] lr: 5.2897e-03 eta: 2:49:35 time: 0.6050 data_time: 0.0925 memory: 16132 grad_norm: 3.3560 loss: 1.6172 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6172 2023/07/21 14:48:15 - mmengine - INFO - Epoch(train) [23][2260/9365] lr: 5.2769e-03 eta: 2:49:23 time: 0.6211 data_time: 0.0803 memory: 16132 grad_norm: 3.4399 loss: 1.6887 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6887 2023/07/21 14:48:28 - mmengine - INFO - Epoch(train) [23][2280/9365] lr: 5.2642e-03 eta: 2:49:10 time: 0.6286 data_time: 0.0804 memory: 16132 grad_norm: 3.4674 loss: 1.7597 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.7597 2023/07/21 14:48:40 - mmengine - INFO - Epoch(train) [23][2300/9365] lr: 5.2515e-03 eta: 2:48:58 time: 0.6150 data_time: 0.0821 memory: 16132 grad_norm: 3.3722 loss: 1.6266 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6266 2023/07/21 14:48:53 - mmengine - INFO - Epoch(train) [23][2320/9365] lr: 5.2387e-03 eta: 2:48:46 time: 0.6175 data_time: 0.0942 memory: 16132 grad_norm: 3.4477 loss: 1.5673 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.5673 2023/07/21 14:49:05 - mmengine - INFO - Epoch(train) [23][2340/9365] lr: 5.2260e-03 eta: 2:48:33 time: 0.6122 data_time: 0.0996 memory: 16132 grad_norm: 3.4101 loss: 1.7115 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7115 2023/07/21 14:49:18 - mmengine - INFO - Epoch(train) [23][2360/9365] lr: 5.2133e-03 eta: 2:48:21 time: 0.6265 data_time: 0.1129 memory: 16132 grad_norm: 3.4515 loss: 1.6340 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 1.6340 2023/07/21 14:49:30 - mmengine - INFO - Epoch(train) [23][2380/9365] lr: 5.2007e-03 eta: 2:48:09 time: 0.6188 data_time: 0.1123 memory: 16132 grad_norm: 3.3972 loss: 1.5982 top1_acc: 0.5938 top5_acc: 0.9375 loss_cls: 1.5982 2023/07/21 14:49:42 - mmengine - INFO - Epoch(train) [23][2400/9365] lr: 5.1880e-03 eta: 2:47:56 time: 0.5791 data_time: 0.0845 memory: 16132 grad_norm: 3.4782 loss: 1.6808 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.6808 2023/07/21 14:49:54 - mmengine - INFO - Epoch(train) [23][2420/9365] lr: 5.1754e-03 eta: 2:47:44 time: 0.6074 data_time: 0.0830 memory: 16132 grad_norm: 3.4926 loss: 1.7766 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7766 2023/07/21 14:50:06 - mmengine - INFO - Epoch(train) [23][2440/9365] lr: 5.1627e-03 eta: 2:47:31 time: 0.5876 data_time: 0.0848 memory: 16132 grad_norm: 3.4812 loss: 1.6023 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.6023 2023/07/21 14:50:18 - mmengine - INFO - Epoch(train) [23][2460/9365] lr: 5.1501e-03 eta: 2:47:19 time: 0.6212 data_time: 0.0896 memory: 16132 grad_norm: 3.3998 loss: 1.5913 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5913 2023/07/21 14:50:31 - mmengine - INFO - Epoch(train) [23][2480/9365] lr: 5.1375e-03 eta: 2:47:07 time: 0.6271 data_time: 0.1066 memory: 16132 grad_norm: 3.4720 loss: 1.6988 top1_acc: 0.4688 top5_acc: 0.6875 loss_cls: 1.6988 2023/07/21 14:50:43 - mmengine - INFO - Epoch(train) [23][2500/9365] lr: 5.1249e-03 eta: 2:46:54 time: 0.6145 data_time: 0.0884 memory: 16132 grad_norm: 3.4074 loss: 1.6667 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.6667 2023/07/21 14:50:55 - mmengine - INFO - Epoch(train) [23][2520/9365] lr: 5.1124e-03 eta: 2:46:42 time: 0.5835 data_time: 0.0835 memory: 16132 grad_norm: 3.4563 loss: 1.6373 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.6373 2023/07/21 14:51:07 - mmengine - INFO - Epoch(train) [23][2540/9365] lr: 5.0998e-03 eta: 2:46:30 time: 0.6191 data_time: 0.0786 memory: 16132 grad_norm: 3.4633 loss: 1.6273 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6273 2023/07/21 14:51:20 - mmengine - INFO - Epoch(train) [23][2560/9365] lr: 5.0873e-03 eta: 2:46:17 time: 0.6339 data_time: 0.0990 memory: 16132 grad_norm: 3.3679 loss: 1.7126 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.7126 2023/07/21 14:51:32 - mmengine - INFO - Epoch(train) [23][2580/9365] lr: 5.0748e-03 eta: 2:46:05 time: 0.5814 data_time: 0.0883 memory: 16132 grad_norm: 3.4322 loss: 1.7147 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.7147 2023/07/21 14:51:44 - mmengine - INFO - Epoch(train) [23][2600/9365] lr: 5.0623e-03 eta: 2:45:52 time: 0.6093 data_time: 0.0782 memory: 16132 grad_norm: 3.4328 loss: 1.6043 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6043 2023/07/21 14:51:56 - mmengine - INFO - Epoch(train) [23][2620/9365] lr: 5.0498e-03 eta: 2:45:40 time: 0.5992 data_time: 0.0898 memory: 16132 grad_norm: 3.3971 loss: 1.6478 top1_acc: 0.7500 top5_acc: 0.8438 loss_cls: 1.6478 2023/07/21 14:52:08 - mmengine - INFO - Epoch(train) [23][2640/9365] lr: 5.0373e-03 eta: 2:45:28 time: 0.5990 data_time: 0.0855 memory: 16132 grad_norm: 3.5185 loss: 1.7837 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7837 2023/07/21 14:52:20 - mmengine - INFO - Epoch(train) [23][2660/9365] lr: 5.0248e-03 eta: 2:45:15 time: 0.6189 data_time: 0.0804 memory: 16132 grad_norm: 3.4197 loss: 1.6019 top1_acc: 0.6875 top5_acc: 0.9688 loss_cls: 1.6019 2023/07/21 14:52:32 - mmengine - INFO - Epoch(train) [23][2680/9365] lr: 5.0124e-03 eta: 2:45:03 time: 0.5911 data_time: 0.0791 memory: 16132 grad_norm: 3.4591 loss: 1.5974 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.5974 2023/07/21 14:52:45 - mmengine - INFO - Epoch(train) [23][2700/9365] lr: 4.9999e-03 eta: 2:44:51 time: 0.6503 data_time: 0.0831 memory: 16132 grad_norm: 3.4044 loss: 1.5109 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.5109 2023/07/21 14:52:57 - mmengine - INFO - Epoch(train) [23][2720/9365] lr: 4.9875e-03 eta: 2:44:38 time: 0.6100 data_time: 0.0920 memory: 16132 grad_norm: 3.4121 loss: 1.5882 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.5882 2023/07/21 14:53:10 - mmengine - INFO - Epoch(train) [23][2740/9365] lr: 4.9751e-03 eta: 2:44:26 time: 0.6182 data_time: 0.1108 memory: 16132 grad_norm: 3.4401 loss: 1.5630 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.5630 2023/07/21 14:53:22 - mmengine - INFO - Epoch(train) [23][2760/9365] lr: 4.9627e-03 eta: 2:44:14 time: 0.6150 data_time: 0.0880 memory: 16132 grad_norm: 3.4226 loss: 1.6443 top1_acc: 0.4375 top5_acc: 0.8438 loss_cls: 1.6443 2023/07/21 14:53:34 - mmengine - INFO - Epoch(train) [23][2780/9365] lr: 4.9504e-03 eta: 2:44:01 time: 0.5975 data_time: 0.0737 memory: 16132 grad_norm: 3.5181 loss: 1.7346 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 1.7346 2023/07/21 14:53:46 - mmengine - INFO - Epoch(train) [23][2800/9365] lr: 4.9380e-03 eta: 2:43:49 time: 0.5964 data_time: 0.0876 memory: 16132 grad_norm: 3.4815 loss: 1.5079 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.5079 2023/07/21 14:53:58 - mmengine - INFO - Epoch(train) [23][2820/9365] lr: 4.9257e-03 eta: 2:43:37 time: 0.5997 data_time: 0.0839 memory: 16132 grad_norm: 3.4700 loss: 1.6618 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.6618 2023/07/21 14:54:11 - mmengine - INFO - Epoch(train) [23][2840/9365] lr: 4.9134e-03 eta: 2:43:24 time: 0.6242 data_time: 0.0930 memory: 16132 grad_norm: 3.4790 loss: 1.4795 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4795 2023/07/21 14:54:23 - mmengine - INFO - Epoch(train) [23][2860/9365] lr: 4.9010e-03 eta: 2:43:12 time: 0.6175 data_time: 0.0963 memory: 16132 grad_norm: 3.5643 loss: 1.6608 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.6608 2023/07/21 14:54:35 - mmengine - INFO - Epoch(train) [23][2880/9365] lr: 4.8887e-03 eta: 2:42:59 time: 0.5859 data_time: 0.0849 memory: 16132 grad_norm: 3.4583 loss: 1.5695 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.5695 2023/07/21 14:54:47 - mmengine - INFO - Epoch(train) [23][2900/9365] lr: 4.8765e-03 eta: 2:42:47 time: 0.6011 data_time: 0.0799 memory: 16132 grad_norm: 3.4906 loss: 1.6247 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6247 2023/07/21 14:54:59 - mmengine - INFO - Epoch(train) [23][2920/9365] lr: 4.8642e-03 eta: 2:42:35 time: 0.6029 data_time: 0.1148 memory: 16132 grad_norm: 3.4248 loss: 1.6548 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.6548 2023/07/21 14:55:11 - mmengine - INFO - Epoch(train) [23][2940/9365] lr: 4.8520e-03 eta: 2:42:22 time: 0.6038 data_time: 0.1046 memory: 16132 grad_norm: 3.4117 loss: 1.6537 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.6537 2023/07/21 14:55:24 - mmengine - INFO - Epoch(train) [23][2960/9365] lr: 4.8397e-03 eta: 2:42:10 time: 0.6296 data_time: 0.0864 memory: 16132 grad_norm: 3.5066 loss: 1.6389 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6389 2023/07/21 14:55:30 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 14:55:37 - mmengine - INFO - Epoch(train) [23][2980/9365] lr: 4.8275e-03 eta: 2:41:58 time: 0.6348 data_time: 0.0868 memory: 16132 grad_norm: 3.4794 loss: 1.6771 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.6771 2023/07/21 14:55:49 - mmengine - INFO - Epoch(train) [23][3000/9365] lr: 4.8153e-03 eta: 2:41:45 time: 0.6081 data_time: 0.1033 memory: 16132 grad_norm: 3.4512 loss: 1.5584 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5584 2023/07/21 14:56:02 - mmengine - INFO - Epoch(train) [23][3020/9365] lr: 4.8031e-03 eta: 2:41:33 time: 0.6406 data_time: 0.0779 memory: 16132 grad_norm: 3.4083 loss: 1.6587 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6587 2023/07/21 14:56:14 - mmengine - INFO - Epoch(train) [23][3040/9365] lr: 4.7909e-03 eta: 2:41:21 time: 0.6063 data_time: 0.0951 memory: 16132 grad_norm: 3.4977 loss: 1.6315 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.6315 2023/07/21 14:56:26 - mmengine - INFO - Epoch(train) [23][3060/9365] lr: 4.7788e-03 eta: 2:41:08 time: 0.5982 data_time: 0.0901 memory: 16132 grad_norm: 3.4922 loss: 1.5801 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.5801 2023/07/21 14:56:39 - mmengine - INFO - Epoch(train) [23][3080/9365] lr: 4.7666e-03 eta: 2:40:56 time: 0.6540 data_time: 0.0794 memory: 16132 grad_norm: 3.5271 loss: 1.6040 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.6040 2023/07/21 14:56:51 - mmengine - INFO - Epoch(train) [23][3100/9365] lr: 4.7545e-03 eta: 2:40:44 time: 0.6063 data_time: 0.0908 memory: 16132 grad_norm: 3.5332 loss: 1.6694 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6694 2023/07/21 14:57:03 - mmengine - INFO - Epoch(train) [23][3120/9365] lr: 4.7424e-03 eta: 2:40:31 time: 0.6088 data_time: 0.0871 memory: 16132 grad_norm: 3.4923 loss: 1.6157 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6157 2023/07/21 14:57:16 - mmengine - INFO - Epoch(train) [23][3140/9365] lr: 4.7303e-03 eta: 2:40:19 time: 0.6333 data_time: 0.0772 memory: 16132 grad_norm: 3.5205 loss: 1.6933 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6933 2023/07/21 14:57:28 - mmengine - INFO - Epoch(train) [23][3160/9365] lr: 4.7182e-03 eta: 2:40:07 time: 0.6115 data_time: 0.0828 memory: 16132 grad_norm: 3.4834 loss: 1.6648 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6648 2023/07/21 14:57:41 - mmengine - INFO - Epoch(train) [23][3180/9365] lr: 4.7062e-03 eta: 2:39:54 time: 0.6123 data_time: 0.1044 memory: 16132 grad_norm: 3.4418 loss: 1.6892 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.6892 2023/07/21 14:57:53 - mmengine - INFO - Epoch(train) [23][3200/9365] lr: 4.6941e-03 eta: 2:39:42 time: 0.6024 data_time: 0.0870 memory: 16132 grad_norm: 3.5374 loss: 1.6655 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.6655 2023/07/21 14:58:05 - mmengine - INFO - Epoch(train) [23][3220/9365] lr: 4.6821e-03 eta: 2:39:30 time: 0.6138 data_time: 0.0842 memory: 16132 grad_norm: 3.5390 loss: 1.5409 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.5409 2023/07/21 14:58:18 - mmengine - INFO - Epoch(train) [23][3240/9365] lr: 4.6701e-03 eta: 2:39:17 time: 0.6320 data_time: 0.0930 memory: 16132 grad_norm: 3.5551 loss: 1.4491 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4491 2023/07/21 14:58:30 - mmengine - INFO - Epoch(train) [23][3260/9365] lr: 4.6581e-03 eta: 2:39:05 time: 0.6113 data_time: 0.0896 memory: 16132 grad_norm: 3.4615 loss: 1.5959 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5959 2023/07/21 14:58:43 - mmengine - INFO - Epoch(train) [23][3280/9365] lr: 4.6461e-03 eta: 2:38:53 time: 0.6617 data_time: 0.1034 memory: 16132 grad_norm: 3.4464 loss: 1.5782 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.5782 2023/07/21 14:58:55 - mmengine - INFO - Epoch(train) [23][3300/9365] lr: 4.6341e-03 eta: 2:38:40 time: 0.5988 data_time: 0.0994 memory: 16132 grad_norm: 3.4258 loss: 1.7150 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.7150 2023/07/21 14:59:08 - mmengine - INFO - Epoch(train) [23][3320/9365] lr: 4.6221e-03 eta: 2:38:28 time: 0.6153 data_time: 0.0844 memory: 16132 grad_norm: 3.5305 loss: 1.5362 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5362 2023/07/21 14:59:21 - mmengine - INFO - Epoch(train) [23][3340/9365] lr: 4.6102e-03 eta: 2:38:16 time: 0.6471 data_time: 0.1039 memory: 16132 grad_norm: 3.4970 loss: 1.5372 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5372 2023/07/21 14:59:33 - mmengine - INFO - Epoch(train) [23][3360/9365] lr: 4.5983e-03 eta: 2:38:03 time: 0.6399 data_time: 0.0943 memory: 16132 grad_norm: 3.4672 loss: 1.5844 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.5844 2023/07/21 14:59:46 - mmengine - INFO - Epoch(train) [23][3380/9365] lr: 4.5864e-03 eta: 2:37:51 time: 0.6030 data_time: 0.0917 memory: 16132 grad_norm: 3.4771 loss: 1.5213 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.5213 2023/07/21 14:59:58 - mmengine - INFO - Epoch(train) [23][3400/9365] lr: 4.5745e-03 eta: 2:37:39 time: 0.6151 data_time: 0.0852 memory: 16132 grad_norm: 3.5112 loss: 1.5799 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.5799 2023/07/21 15:00:10 - mmengine - INFO - Epoch(train) [23][3420/9365] lr: 4.5626e-03 eta: 2:37:26 time: 0.6231 data_time: 0.1126 memory: 16132 grad_norm: 3.5087 loss: 1.6057 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6057 2023/07/21 15:00:23 - mmengine - INFO - Epoch(train) [23][3440/9365] lr: 4.5507e-03 eta: 2:37:14 time: 0.6075 data_time: 0.0926 memory: 16132 grad_norm: 3.5477 loss: 1.6563 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6563 2023/07/21 15:00:35 - mmengine - INFO - Epoch(train) [23][3460/9365] lr: 4.5389e-03 eta: 2:37:02 time: 0.6093 data_time: 0.0894 memory: 16132 grad_norm: 3.5869 loss: 1.6626 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6626 2023/07/21 15:00:47 - mmengine - INFO - Epoch(train) [23][3480/9365] lr: 4.5270e-03 eta: 2:36:49 time: 0.6090 data_time: 0.0965 memory: 16132 grad_norm: 3.5002 loss: 1.4706 top1_acc: 0.7188 top5_acc: 0.8125 loss_cls: 1.4706 2023/07/21 15:00:59 - mmengine - INFO - Epoch(train) [23][3500/9365] lr: 4.5152e-03 eta: 2:36:37 time: 0.6092 data_time: 0.0835 memory: 16132 grad_norm: 3.4987 loss: 1.7597 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7597 2023/07/21 15:01:11 - mmengine - INFO - Epoch(train) [23][3520/9365] lr: 4.5034e-03 eta: 2:36:25 time: 0.6056 data_time: 0.0855 memory: 16132 grad_norm: 3.4780 loss: 1.6034 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.6034 2023/07/21 15:01:24 - mmengine - INFO - Epoch(train) [23][3540/9365] lr: 4.4916e-03 eta: 2:36:12 time: 0.6074 data_time: 0.0790 memory: 16132 grad_norm: 3.3858 loss: 1.5170 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.5170 2023/07/21 15:01:36 - mmengine - INFO - Epoch(train) [23][3560/9365] lr: 4.4798e-03 eta: 2:36:00 time: 0.6063 data_time: 0.0801 memory: 16132 grad_norm: 3.5039 loss: 1.7805 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.7805 2023/07/21 15:01:48 - mmengine - INFO - Epoch(train) [23][3580/9365] lr: 4.4681e-03 eta: 2:35:47 time: 0.6012 data_time: 0.0907 memory: 16132 grad_norm: 3.5399 loss: 1.5744 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5744 2023/07/21 15:02:01 - mmengine - INFO - Epoch(train) [23][3600/9365] lr: 4.4563e-03 eta: 2:35:35 time: 0.6485 data_time: 0.1038 memory: 16132 grad_norm: 3.5188 loss: 1.7302 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7302 2023/07/21 15:02:12 - mmengine - INFO - Epoch(train) [23][3620/9365] lr: 4.4446e-03 eta: 2:35:23 time: 0.5778 data_time: 0.0943 memory: 16132 grad_norm: 3.5591 loss: 1.6943 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6943 2023/07/21 15:02:25 - mmengine - INFO - Epoch(train) [23][3640/9365] lr: 4.4329e-03 eta: 2:35:10 time: 0.6274 data_time: 0.0813 memory: 16132 grad_norm: 3.5327 loss: 1.6212 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.6212 2023/07/21 15:02:38 - mmengine - INFO - Epoch(train) [23][3660/9365] lr: 4.4212e-03 eta: 2:34:58 time: 0.6299 data_time: 0.0837 memory: 16132 grad_norm: 3.5265 loss: 1.5636 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.5636 2023/07/21 15:02:50 - mmengine - INFO - Epoch(train) [23][3680/9365] lr: 4.4095e-03 eta: 2:34:46 time: 0.6259 data_time: 0.0977 memory: 16132 grad_norm: 3.5047 loss: 1.6301 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.6301 2023/07/21 15:03:03 - mmengine - INFO - Epoch(train) [23][3700/9365] lr: 4.3978e-03 eta: 2:34:33 time: 0.6199 data_time: 0.0817 memory: 16132 grad_norm: 3.4449 loss: 1.5339 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5339 2023/07/21 15:03:15 - mmengine - INFO - Epoch(train) [23][3720/9365] lr: 4.3862e-03 eta: 2:34:21 time: 0.6166 data_time: 0.0880 memory: 16132 grad_norm: 3.4878 loss: 1.6076 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.6076 2023/07/21 15:03:27 - mmengine - INFO - Epoch(train) [23][3740/9365] lr: 4.3745e-03 eta: 2:34:09 time: 0.6096 data_time: 0.0886 memory: 16132 grad_norm: 3.4417 loss: 1.5648 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.5648 2023/07/21 15:03:39 - mmengine - INFO - Epoch(train) [23][3760/9365] lr: 4.3629e-03 eta: 2:33:56 time: 0.5966 data_time: 0.0844 memory: 16132 grad_norm: 3.5018 loss: 1.5957 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 1.5957 2023/07/21 15:03:51 - mmengine - INFO - Epoch(train) [23][3780/9365] lr: 4.3513e-03 eta: 2:33:44 time: 0.5913 data_time: 0.0923 memory: 16132 grad_norm: 3.6067 loss: 1.6380 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6380 2023/07/21 15:04:04 - mmengine - INFO - Epoch(train) [23][3800/9365] lr: 4.3397e-03 eta: 2:33:32 time: 0.6526 data_time: 0.0861 memory: 16132 grad_norm: 3.5060 loss: 1.7583 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.7583 2023/07/21 15:04:16 - mmengine - INFO - Epoch(train) [23][3820/9365] lr: 4.3282e-03 eta: 2:33:19 time: 0.5921 data_time: 0.0876 memory: 16132 grad_norm: 3.5069 loss: 1.6277 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.6277 2023/07/21 15:04:29 - mmengine - INFO - Epoch(train) [23][3840/9365] lr: 4.3166e-03 eta: 2:33:07 time: 0.6440 data_time: 0.0783 memory: 16132 grad_norm: 3.5602 loss: 1.6632 top1_acc: 0.7188 top5_acc: 0.8125 loss_cls: 1.6632 2023/07/21 15:04:42 - mmengine - INFO - Epoch(train) [23][3860/9365] lr: 4.3050e-03 eta: 2:32:55 time: 0.6217 data_time: 0.0939 memory: 16132 grad_norm: 3.6324 loss: 1.5601 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.5601 2023/07/21 15:04:53 - mmengine - INFO - Epoch(train) [23][3880/9365] lr: 4.2935e-03 eta: 2:32:42 time: 0.5825 data_time: 0.0834 memory: 16132 grad_norm: 3.4980 loss: 1.6494 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6494 2023/07/21 15:05:06 - mmengine - INFO - Epoch(train) [23][3900/9365] lr: 4.2820e-03 eta: 2:32:30 time: 0.6177 data_time: 0.1036 memory: 16132 grad_norm: 3.4867 loss: 1.6438 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 1.6438 2023/07/21 15:05:18 - mmengine - INFO - Epoch(train) [23][3920/9365] lr: 4.2705e-03 eta: 2:32:18 time: 0.6088 data_time: 0.1026 memory: 16132 grad_norm: 3.4417 loss: 1.5020 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.5020 2023/07/21 15:05:29 - mmengine - INFO - Epoch(train) [23][3940/9365] lr: 4.2590e-03 eta: 2:32:05 time: 0.5794 data_time: 0.0943 memory: 16132 grad_norm: 3.4683 loss: 1.5754 top1_acc: 0.6562 top5_acc: 0.6875 loss_cls: 1.5754 2023/07/21 15:05:42 - mmengine - INFO - Epoch(train) [23][3960/9365] lr: 4.2475e-03 eta: 2:31:53 time: 0.6389 data_time: 0.0802 memory: 16132 grad_norm: 3.5537 loss: 1.6629 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.6629 2023/07/21 15:05:49 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 15:05:54 - mmengine - INFO - Epoch(train) [23][3980/9365] lr: 4.2361e-03 eta: 2:31:41 time: 0.5906 data_time: 0.0799 memory: 16132 grad_norm: 3.5046 loss: 1.6798 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6798 2023/07/21 15:06:07 - mmengine - INFO - Epoch(train) [23][4000/9365] lr: 4.2247e-03 eta: 2:31:28 time: 0.6357 data_time: 0.0732 memory: 16132 grad_norm: 3.4552 loss: 1.4706 top1_acc: 0.4062 top5_acc: 0.5938 loss_cls: 1.4706 2023/07/21 15:06:19 - mmengine - INFO - Epoch(train) [23][4020/9365] lr: 4.2132e-03 eta: 2:31:16 time: 0.5912 data_time: 0.0862 memory: 16132 grad_norm: 3.4684 loss: 1.5006 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.5006 2023/07/21 15:06:32 - mmengine - INFO - Epoch(train) [23][4040/9365] lr: 4.2018e-03 eta: 2:31:04 time: 0.6377 data_time: 0.0885 memory: 16132 grad_norm: 3.5710 loss: 1.6204 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.6204 2023/07/21 15:06:43 - mmengine - INFO - Epoch(train) [23][4060/9365] lr: 4.1904e-03 eta: 2:30:51 time: 0.5842 data_time: 0.0884 memory: 16132 grad_norm: 3.4787 loss: 1.6001 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.6001 2023/07/21 15:06:56 - mmengine - INFO - Epoch(train) [23][4080/9365] lr: 4.1791e-03 eta: 2:30:39 time: 0.6209 data_time: 0.0911 memory: 16132 grad_norm: 3.4722 loss: 1.5164 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.5164 2023/07/21 15:07:08 - mmengine - INFO - Epoch(train) [23][4100/9365] lr: 4.1677e-03 eta: 2:30:26 time: 0.6251 data_time: 0.0831 memory: 16132 grad_norm: 3.5583 loss: 1.6201 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.6201 2023/07/21 15:07:21 - mmengine - INFO - Epoch(train) [23][4120/9365] lr: 4.1563e-03 eta: 2:30:14 time: 0.6118 data_time: 0.0806 memory: 16132 grad_norm: 3.4979 loss: 1.4829 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.4829 2023/07/21 15:07:33 - mmengine - INFO - Epoch(train) [23][4140/9365] lr: 4.1450e-03 eta: 2:30:02 time: 0.5928 data_time: 0.0878 memory: 16132 grad_norm: 3.4750 loss: 1.6062 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.6062 2023/07/21 15:07:45 - mmengine - INFO - Epoch(train) [23][4160/9365] lr: 4.1337e-03 eta: 2:29:49 time: 0.6120 data_time: 0.0888 memory: 16132 grad_norm: 3.4795 loss: 1.5587 top1_acc: 0.7188 top5_acc: 0.9375 loss_cls: 1.5587 2023/07/21 15:07:57 - mmengine - INFO - Epoch(train) [23][4180/9365] lr: 4.1224e-03 eta: 2:29:37 time: 0.6048 data_time: 0.0855 memory: 16132 grad_norm: 3.5080 loss: 1.5677 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5677 2023/07/21 15:08:09 - mmengine - INFO - Epoch(train) [23][4200/9365] lr: 4.1111e-03 eta: 2:29:25 time: 0.6063 data_time: 0.0814 memory: 16132 grad_norm: 3.5956 loss: 1.5368 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5368 2023/07/21 15:08:21 - mmengine - INFO - Epoch(train) [23][4220/9365] lr: 4.0998e-03 eta: 2:29:12 time: 0.6017 data_time: 0.1003 memory: 16132 grad_norm: 3.5637 loss: 1.6834 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6834 2023/07/21 15:08:34 - mmengine - INFO - Epoch(train) [23][4240/9365] lr: 4.0886e-03 eta: 2:29:00 time: 0.6286 data_time: 0.0853 memory: 16132 grad_norm: 3.5208 loss: 1.5452 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 1.5452 2023/07/21 15:08:46 - mmengine - INFO - Epoch(train) [23][4260/9365] lr: 4.0773e-03 eta: 2:28:48 time: 0.6037 data_time: 0.0872 memory: 16132 grad_norm: 3.4770 loss: 1.4419 top1_acc: 0.5312 top5_acc: 0.9062 loss_cls: 1.4419 2023/07/21 15:08:58 - mmengine - INFO - Epoch(train) [23][4280/9365] lr: 4.0661e-03 eta: 2:28:35 time: 0.6057 data_time: 0.0809 memory: 16132 grad_norm: 3.5001 loss: 1.6224 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.6224 2023/07/21 15:09:10 - mmengine - INFO - Epoch(train) [23][4300/9365] lr: 4.0549e-03 eta: 2:28:23 time: 0.6053 data_time: 0.1069 memory: 16132 grad_norm: 3.5100 loss: 1.6044 top1_acc: 0.5938 top5_acc: 0.9375 loss_cls: 1.6044 2023/07/21 15:09:23 - mmengine - INFO - Epoch(train) [23][4320/9365] lr: 4.0437e-03 eta: 2:28:11 time: 0.6270 data_time: 0.0771 memory: 16132 grad_norm: 3.5726 loss: 1.6692 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.6692 2023/07/21 15:09:35 - mmengine - INFO - Epoch(train) [23][4340/9365] lr: 4.0325e-03 eta: 2:27:58 time: 0.6228 data_time: 0.0948 memory: 16132 grad_norm: 3.5296 loss: 1.5784 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5784 2023/07/21 15:09:48 - mmengine - INFO - Epoch(train) [23][4360/9365] lr: 4.0214e-03 eta: 2:27:46 time: 0.6469 data_time: 0.1333 memory: 16132 grad_norm: 3.5250 loss: 1.5419 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.5419 2023/07/21 15:10:01 - mmengine - INFO - Epoch(train) [23][4380/9365] lr: 4.0102e-03 eta: 2:27:34 time: 0.6142 data_time: 0.0915 memory: 16132 grad_norm: 3.5732 loss: 1.6255 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6255 2023/07/21 15:10:13 - mmengine - INFO - Epoch(train) [23][4400/9365] lr: 3.9991e-03 eta: 2:27:21 time: 0.6370 data_time: 0.0837 memory: 16132 grad_norm: 3.4984 loss: 1.6404 top1_acc: 0.5938 top5_acc: 0.9375 loss_cls: 1.6404 2023/07/21 15:10:26 - mmengine - INFO - Epoch(train) [23][4420/9365] lr: 3.9880e-03 eta: 2:27:09 time: 0.6178 data_time: 0.1215 memory: 16132 grad_norm: 3.5690 loss: 1.6977 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6977 2023/07/21 15:10:38 - mmengine - INFO - Epoch(train) [23][4440/9365] lr: 3.9769e-03 eta: 2:26:57 time: 0.6166 data_time: 0.0927 memory: 16132 grad_norm: 3.4495 loss: 1.6125 top1_acc: 0.5312 top5_acc: 0.9375 loss_cls: 1.6125 2023/07/21 15:10:51 - mmengine - INFO - Epoch(train) [23][4460/9365] lr: 3.9658e-03 eta: 2:26:44 time: 0.6272 data_time: 0.1009 memory: 16132 grad_norm: 3.5803 loss: 1.6202 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6202 2023/07/21 15:11:03 - mmengine - INFO - Epoch(train) [23][4480/9365] lr: 3.9547e-03 eta: 2:26:32 time: 0.6013 data_time: 0.0827 memory: 16132 grad_norm: 3.5337 loss: 1.5583 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.5583 2023/07/21 15:11:15 - mmengine - INFO - Epoch(train) [23][4500/9365] lr: 3.9437e-03 eta: 2:26:20 time: 0.6045 data_time: 0.1120 memory: 16132 grad_norm: 3.5241 loss: 1.6911 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.6911 2023/07/21 15:11:28 - mmengine - INFO - Epoch(train) [23][4520/9365] lr: 3.9326e-03 eta: 2:26:07 time: 0.6244 data_time: 0.0899 memory: 16132 grad_norm: 3.4607 loss: 1.5153 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.5153 2023/07/21 15:11:40 - mmengine - INFO - Epoch(train) [23][4540/9365] lr: 3.9216e-03 eta: 2:25:55 time: 0.6111 data_time: 0.0807 memory: 16132 grad_norm: 3.5309 loss: 1.6743 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.6743 2023/07/21 15:11:52 - mmengine - INFO - Epoch(train) [23][4560/9365] lr: 3.9106e-03 eta: 2:25:43 time: 0.6084 data_time: 0.1048 memory: 16132 grad_norm: 3.5869 loss: 1.5737 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.5737 2023/07/21 15:12:04 - mmengine - INFO - Epoch(train) [23][4580/9365] lr: 3.8996e-03 eta: 2:25:30 time: 0.5907 data_time: 0.0907 memory: 16132 grad_norm: 3.5223 loss: 1.5907 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5907 2023/07/21 15:12:16 - mmengine - INFO - Epoch(train) [23][4600/9365] lr: 3.8886e-03 eta: 2:25:18 time: 0.6035 data_time: 0.0809 memory: 16132 grad_norm: 3.5805 loss: 1.6464 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.6464 2023/07/21 15:12:28 - mmengine - INFO - Epoch(train) [23][4620/9365] lr: 3.8777e-03 eta: 2:25:05 time: 0.6203 data_time: 0.0768 memory: 16132 grad_norm: 3.5091 loss: 1.5665 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5665 2023/07/21 15:12:41 - mmengine - INFO - Epoch(train) [23][4640/9365] lr: 3.8667e-03 eta: 2:24:53 time: 0.6418 data_time: 0.1193 memory: 16132 grad_norm: 3.5124 loss: 1.6125 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.6125 2023/07/21 15:12:54 - mmengine - INFO - Epoch(train) [23][4660/9365] lr: 3.8558e-03 eta: 2:24:41 time: 0.6212 data_time: 0.0949 memory: 16132 grad_norm: 3.5814 loss: 1.6527 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.6527 2023/07/21 15:13:06 - mmengine - INFO - Epoch(train) [23][4680/9365] lr: 3.8449e-03 eta: 2:24:28 time: 0.6184 data_time: 0.0993 memory: 16132 grad_norm: 3.6175 loss: 1.6652 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.6652 2023/07/21 15:13:18 - mmengine - INFO - Epoch(train) [23][4700/9365] lr: 3.8340e-03 eta: 2:24:16 time: 0.5771 data_time: 0.0813 memory: 16132 grad_norm: 3.5329 loss: 1.6765 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.6765 2023/07/21 15:13:30 - mmengine - INFO - Epoch(train) [23][4720/9365] lr: 3.8231e-03 eta: 2:24:04 time: 0.6222 data_time: 0.0740 memory: 16132 grad_norm: 3.4998 loss: 1.5881 top1_acc: 0.7500 top5_acc: 0.9688 loss_cls: 1.5881 2023/07/21 15:13:42 - mmengine - INFO - Epoch(train) [23][4740/9365] lr: 3.8122e-03 eta: 2:23:51 time: 0.5979 data_time: 0.0837 memory: 16132 grad_norm: 3.6532 loss: 1.6080 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.6080 2023/07/21 15:13:55 - mmengine - INFO - Epoch(train) [23][4760/9365] lr: 3.8013e-03 eta: 2:23:39 time: 0.6401 data_time: 0.0864 memory: 16132 grad_norm: 3.5642 loss: 1.5954 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.5954 2023/07/21 15:14:08 - mmengine - INFO - Epoch(train) [23][4780/9365] lr: 3.7905e-03 eta: 2:23:27 time: 0.6392 data_time: 0.0869 memory: 16132 grad_norm: 3.5366 loss: 1.5410 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5410 2023/07/21 15:14:20 - mmengine - INFO - Epoch(train) [23][4800/9365] lr: 3.7797e-03 eta: 2:23:14 time: 0.5884 data_time: 0.0865 memory: 16132 grad_norm: 3.5430 loss: 1.5585 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.5585 2023/07/21 15:14:32 - mmengine - INFO - Epoch(train) [23][4820/9365] lr: 3.7689e-03 eta: 2:23:02 time: 0.6213 data_time: 0.0789 memory: 16132 grad_norm: 3.5582 loss: 1.6326 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.6326 2023/07/21 15:14:45 - mmengine - INFO - Epoch(train) [23][4840/9365] lr: 3.7581e-03 eta: 2:22:50 time: 0.6229 data_time: 0.0901 memory: 16132 grad_norm: 3.6056 loss: 1.6553 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6553 2023/07/21 15:14:57 - mmengine - INFO - Epoch(train) [23][4860/9365] lr: 3.7473e-03 eta: 2:22:37 time: 0.6187 data_time: 0.1195 memory: 16132 grad_norm: 3.4837 loss: 1.6385 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.6385 2023/07/21 15:15:09 - mmengine - INFO - Epoch(train) [23][4880/9365] lr: 3.7365e-03 eta: 2:22:25 time: 0.5829 data_time: 0.0920 memory: 16132 grad_norm: 3.5338 loss: 1.6338 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6338 2023/07/21 15:15:21 - mmengine - INFO - Epoch(train) [23][4900/9365] lr: 3.7258e-03 eta: 2:22:13 time: 0.6040 data_time: 0.0833 memory: 16132 grad_norm: 3.5440 loss: 1.5888 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.5888 2023/07/21 15:15:33 - mmengine - INFO - Epoch(train) [23][4920/9365] lr: 3.7150e-03 eta: 2:22:00 time: 0.6165 data_time: 0.0929 memory: 16132 grad_norm: 3.5817 loss: 1.6450 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6450 2023/07/21 15:15:46 - mmengine - INFO - Epoch(train) [23][4940/9365] lr: 3.7043e-03 eta: 2:21:48 time: 0.6441 data_time: 0.0844 memory: 16132 grad_norm: 3.5059 loss: 1.6379 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 1.6379 2023/07/21 15:15:59 - mmengine - INFO - Epoch(train) [23][4960/9365] lr: 3.6936e-03 eta: 2:21:36 time: 0.6139 data_time: 0.0884 memory: 16132 grad_norm: 3.5537 loss: 1.5643 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.5643 2023/07/21 15:16:05 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 15:16:11 - mmengine - INFO - Epoch(train) [23][4980/9365] lr: 3.6829e-03 eta: 2:21:23 time: 0.6125 data_time: 0.1027 memory: 16132 grad_norm: 3.4297 loss: 1.6053 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.6053 2023/07/21 15:16:23 - mmengine - INFO - Epoch(train) [23][5000/9365] lr: 3.6723e-03 eta: 2:21:11 time: 0.5928 data_time: 0.1168 memory: 16132 grad_norm: 3.5399 loss: 1.5777 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.5777 2023/07/21 15:16:35 - mmengine - INFO - Epoch(train) [23][5020/9365] lr: 3.6616e-03 eta: 2:20:59 time: 0.6128 data_time: 0.1011 memory: 16132 grad_norm: 3.5493 loss: 1.5874 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.5874 2023/07/21 15:16:47 - mmengine - INFO - Epoch(train) [23][5040/9365] lr: 3.6510e-03 eta: 2:20:46 time: 0.5985 data_time: 0.0837 memory: 16132 grad_norm: 3.5555 loss: 1.4935 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.4935 2023/07/21 15:17:00 - mmengine - INFO - Epoch(train) [23][5060/9365] lr: 3.6403e-03 eta: 2:20:34 time: 0.6191 data_time: 0.0878 memory: 16132 grad_norm: 3.5479 loss: 1.5353 top1_acc: 0.6562 top5_acc: 0.7500 loss_cls: 1.5353 2023/07/21 15:17:12 - mmengine - INFO - Epoch(train) [23][5080/9365] lr: 3.6297e-03 eta: 2:20:21 time: 0.6245 data_time: 0.0869 memory: 16132 grad_norm: 3.6254 loss: 1.5696 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.5696 2023/07/21 15:17:24 - mmengine - INFO - Epoch(train) [23][5100/9365] lr: 3.6191e-03 eta: 2:20:09 time: 0.5959 data_time: 0.1132 memory: 16132 grad_norm: 3.5829 loss: 1.7159 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7159 2023/07/21 15:17:36 - mmengine - INFO - Epoch(train) [23][5120/9365] lr: 3.6085e-03 eta: 2:19:57 time: 0.6182 data_time: 0.0926 memory: 16132 grad_norm: 3.6074 loss: 1.5726 top1_acc: 0.4688 top5_acc: 0.7500 loss_cls: 1.5726 2023/07/21 15:17:49 - mmengine - INFO - Epoch(train) [23][5140/9365] lr: 3.5980e-03 eta: 2:19:44 time: 0.6303 data_time: 0.1282 memory: 16132 grad_norm: 3.6024 loss: 1.7351 top1_acc: 0.6562 top5_acc: 0.7500 loss_cls: 1.7351 2023/07/21 15:18:02 - mmengine - INFO - Epoch(train) [23][5160/9365] lr: 3.5874e-03 eta: 2:19:32 time: 0.6231 data_time: 0.0843 memory: 16132 grad_norm: 3.4989 loss: 1.6115 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6115 2023/07/21 15:18:14 - mmengine - INFO - Epoch(train) [23][5180/9365] lr: 3.5769e-03 eta: 2:19:20 time: 0.6231 data_time: 0.0732 memory: 16132 grad_norm: 3.5857 loss: 1.5065 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.5065 2023/07/21 15:18:26 - mmengine - INFO - Epoch(train) [23][5200/9365] lr: 3.5664e-03 eta: 2:19:07 time: 0.5941 data_time: 0.1027 memory: 16132 grad_norm: 3.5286 loss: 1.5894 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5894 2023/07/21 15:18:39 - mmengine - INFO - Epoch(train) [23][5220/9365] lr: 3.5559e-03 eta: 2:18:55 time: 0.6396 data_time: 0.1005 memory: 16132 grad_norm: 3.6207 loss: 1.6918 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.6918 2023/07/21 15:18:51 - mmengine - INFO - Epoch(train) [23][5240/9365] lr: 3.5454e-03 eta: 2:18:43 time: 0.5929 data_time: 0.0837 memory: 16132 grad_norm: 3.5503 loss: 1.5406 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.5406 2023/07/21 15:19:03 - mmengine - INFO - Epoch(train) [23][5260/9365] lr: 3.5349e-03 eta: 2:18:30 time: 0.5903 data_time: 0.0780 memory: 16132 grad_norm: 3.6024 loss: 1.6334 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.6334 2023/07/21 15:19:15 - mmengine - INFO - Epoch(train) [23][5280/9365] lr: 3.5244e-03 eta: 2:18:18 time: 0.6257 data_time: 0.0797 memory: 16132 grad_norm: 3.5056 loss: 1.5581 top1_acc: 0.6562 top5_acc: 0.9688 loss_cls: 1.5581 2023/07/21 15:19:28 - mmengine - INFO - Epoch(train) [23][5300/9365] lr: 3.5140e-03 eta: 2:18:06 time: 0.6284 data_time: 0.1010 memory: 16132 grad_norm: 3.5972 loss: 1.5721 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.5721 2023/07/21 15:19:41 - mmengine - INFO - Epoch(train) [23][5320/9365] lr: 3.5036e-03 eta: 2:17:53 time: 0.6329 data_time: 0.0845 memory: 16132 grad_norm: 3.5755 loss: 1.6059 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.6059 2023/07/21 15:19:52 - mmengine - INFO - Epoch(train) [23][5340/9365] lr: 3.4932e-03 eta: 2:17:41 time: 0.5967 data_time: 0.0815 memory: 16132 grad_norm: 3.5500 loss: 1.5544 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.5544 2023/07/21 15:20:05 - mmengine - INFO - Epoch(train) [23][5360/9365] lr: 3.4828e-03 eta: 2:17:29 time: 0.6412 data_time: 0.0855 memory: 16132 grad_norm: 3.6523 loss: 1.6263 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.6263 2023/07/21 15:20:18 - mmengine - INFO - Epoch(train) [23][5380/9365] lr: 3.4724e-03 eta: 2:17:16 time: 0.6206 data_time: 0.1396 memory: 16132 grad_norm: 3.5322 loss: 1.6605 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6605 2023/07/21 15:20:30 - mmengine - INFO - Epoch(train) [23][5400/9365] lr: 3.4620e-03 eta: 2:17:04 time: 0.6042 data_time: 0.0873 memory: 16132 grad_norm: 3.6135 loss: 1.5214 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.5214 2023/07/21 15:20:43 - mmengine - INFO - Epoch(train) [23][5420/9365] lr: 3.4517e-03 eta: 2:16:52 time: 0.6315 data_time: 0.0870 memory: 16132 grad_norm: 3.6073 loss: 1.6322 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 1.6322 2023/07/21 15:20:55 - mmengine - INFO - Epoch(train) [23][5440/9365] lr: 3.4413e-03 eta: 2:16:39 time: 0.6057 data_time: 0.0793 memory: 16132 grad_norm: 3.6642 loss: 1.7079 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.7079 2023/07/21 15:21:07 - mmengine - INFO - Epoch(train) [23][5460/9365] lr: 3.4310e-03 eta: 2:16:27 time: 0.6083 data_time: 0.1014 memory: 16132 grad_norm: 3.5280 loss: 1.5040 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.5040 2023/07/21 15:21:19 - mmengine - INFO - Epoch(train) [23][5480/9365] lr: 3.4207e-03 eta: 2:16:15 time: 0.6076 data_time: 0.0881 memory: 16132 grad_norm: 3.5686 loss: 1.5121 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.5121 2023/07/21 15:21:32 - mmengine - INFO - Epoch(train) [23][5500/9365] lr: 3.4104e-03 eta: 2:16:02 time: 0.6366 data_time: 0.0798 memory: 16132 grad_norm: 3.5877 loss: 1.6178 top1_acc: 0.7812 top5_acc: 1.0000 loss_cls: 1.6178 2023/07/21 15:21:44 - mmengine - INFO - Epoch(train) [23][5520/9365] lr: 3.4002e-03 eta: 2:15:50 time: 0.6083 data_time: 0.0834 memory: 16132 grad_norm: 3.5853 loss: 1.5675 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.5675 2023/07/21 15:21:56 - mmengine - INFO - Epoch(train) [23][5540/9365] lr: 3.3899e-03 eta: 2:15:38 time: 0.6144 data_time: 0.1049 memory: 16132 grad_norm: 3.6077 loss: 1.6146 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.6146 2023/07/21 15:22:09 - mmengine - INFO - Epoch(train) [23][5560/9365] lr: 3.3797e-03 eta: 2:15:25 time: 0.6061 data_time: 0.0907 memory: 16132 grad_norm: 3.6228 loss: 1.7354 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7354 2023/07/21 15:22:21 - mmengine - INFO - Epoch(train) [23][5580/9365] lr: 3.3694e-03 eta: 2:15:13 time: 0.6181 data_time: 0.0907 memory: 16132 grad_norm: 3.6782 loss: 1.5613 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.5613 2023/07/21 15:22:33 - mmengine - INFO - Epoch(train) [23][5600/9365] lr: 3.3592e-03 eta: 2:15:01 time: 0.6013 data_time: 0.0790 memory: 16132 grad_norm: 3.5512 loss: 1.5168 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.5168 2023/07/21 15:22:46 - mmengine - INFO - Epoch(train) [23][5620/9365] lr: 3.3490e-03 eta: 2:14:48 time: 0.6215 data_time: 0.0815 memory: 16132 grad_norm: 3.5501 loss: 1.7752 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7752 2023/07/21 15:22:58 - mmengine - INFO - Epoch(train) [23][5640/9365] lr: 3.3388e-03 eta: 2:14:36 time: 0.6038 data_time: 0.0946 memory: 16132 grad_norm: 3.5537 loss: 1.5988 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.5988 2023/07/21 15:23:10 - mmengine - INFO - Epoch(train) [23][5660/9365] lr: 3.3287e-03 eta: 2:14:24 time: 0.6251 data_time: 0.0855 memory: 16132 grad_norm: 3.6446 loss: 1.5749 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.5749 2023/07/21 15:23:22 - mmengine - INFO - Epoch(train) [23][5680/9365] lr: 3.3185e-03 eta: 2:14:11 time: 0.5957 data_time: 0.0887 memory: 16132 grad_norm: 3.6265 loss: 1.6821 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.6821 2023/07/21 15:23:35 - mmengine - INFO - Epoch(train) [23][5700/9365] lr: 3.3084e-03 eta: 2:13:59 time: 0.6396 data_time: 0.0862 memory: 16132 grad_norm: 3.5728 loss: 1.6292 top1_acc: 0.3750 top5_acc: 0.6562 loss_cls: 1.6292 2023/07/21 15:23:47 - mmengine - INFO - Epoch(train) [23][5720/9365] lr: 3.2983e-03 eta: 2:13:47 time: 0.6147 data_time: 0.0927 memory: 16132 grad_norm: 3.5075 loss: 1.5721 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.5721 2023/07/21 15:24:00 - mmengine - INFO - Epoch(train) [23][5740/9365] lr: 3.2882e-03 eta: 2:13:34 time: 0.6327 data_time: 0.0915 memory: 16132 grad_norm: 3.6312 loss: 1.6413 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.6413 2023/07/21 15:24:12 - mmengine - INFO - Epoch(train) [23][5760/9365] lr: 3.2781e-03 eta: 2:13:22 time: 0.6066 data_time: 0.0890 memory: 16132 grad_norm: 3.5874 loss: 1.4842 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.4842 2023/07/21 15:24:25 - mmengine - INFO - Epoch(train) [23][5780/9365] lr: 3.2680e-03 eta: 2:13:10 time: 0.6235 data_time: 0.0831 memory: 16132 grad_norm: 3.6013 loss: 1.5584 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.5584 2023/07/21 15:24:37 - mmengine - INFO - Epoch(train) [23][5800/9365] lr: 3.2579e-03 eta: 2:12:57 time: 0.6082 data_time: 0.1127 memory: 16132 grad_norm: 3.5807 loss: 1.6833 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.6833 2023/07/21 15:24:49 - mmengine - INFO - Epoch(train) [23][5820/9365] lr: 3.2479e-03 eta: 2:12:45 time: 0.5927 data_time: 0.0787 memory: 16132 grad_norm: 3.5931 loss: 1.5968 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.5968 2023/07/21 15:25:01 - mmengine - INFO - Epoch(train) [23][5840/9365] lr: 3.2379e-03 eta: 2:12:32 time: 0.6221 data_time: 0.0756 memory: 16132 grad_norm: 3.6314 loss: 1.7583 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.7583 2023/07/21 15:25:13 - mmengine - INFO - Epoch(train) [23][5860/9365] lr: 3.2279e-03 eta: 2:12:20 time: 0.6009 data_time: 0.0783 memory: 16132 grad_norm: 3.5807 loss: 1.5751 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.5751 2023/07/21 15:25:26 - mmengine - INFO - Epoch(train) [23][5880/9365] lr: 3.2179e-03 eta: 2:12:08 time: 0.6081 data_time: 0.0739 memory: 16132 grad_norm: 3.5822 loss: 1.5419 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5419 2023/07/21 15:25:38 - mmengine - INFO - Epoch(train) [23][5900/9365] lr: 3.2079e-03 eta: 2:11:55 time: 0.6026 data_time: 0.0750 memory: 16132 grad_norm: 3.5974 loss: 1.6092 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.6092 2023/07/21 15:25:50 - mmengine - INFO - Epoch(train) [23][5920/9365] lr: 3.1979e-03 eta: 2:11:43 time: 0.6063 data_time: 0.0773 memory: 16132 grad_norm: 3.6058 loss: 1.5580 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.5580 2023/07/21 15:26:02 - mmengine - INFO - Epoch(train) [23][5940/9365] lr: 3.1880e-03 eta: 2:11:31 time: 0.6244 data_time: 0.0739 memory: 16132 grad_norm: 3.6023 loss: 1.5776 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.5776 2023/07/21 15:26:15 - mmengine - INFO - Epoch(train) [23][5960/9365] lr: 3.1780e-03 eta: 2:11:18 time: 0.6358 data_time: 0.0822 memory: 16132 grad_norm: 3.5736 loss: 1.5575 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.5575 2023/07/21 15:26:21 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 15:26:27 - mmengine - INFO - Epoch(train) [23][5980/9365] lr: 3.1681e-03 eta: 2:11:06 time: 0.5902 data_time: 0.0826 memory: 16132 grad_norm: 3.6006 loss: 1.4691 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 1.4691 2023/07/21 15:26:40 - mmengine - INFO - Epoch(train) [23][6000/9365] lr: 3.1582e-03 eta: 2:10:54 time: 0.6268 data_time: 0.0901 memory: 16132 grad_norm: 3.5975 loss: 1.5361 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.5361 2023/07/21 15:26:52 - mmengine - INFO - Epoch(train) [23][6020/9365] lr: 3.1483e-03 eta: 2:10:41 time: 0.6286 data_time: 0.1115 memory: 16132 grad_norm: 3.5505 loss: 1.5998 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.5998 2023/07/21 15:27:04 - mmengine - INFO - Epoch(train) [23][6040/9365] lr: 3.1384e-03 eta: 2:10:29 time: 0.6072 data_time: 0.0861 memory: 16132 grad_norm: 3.6493 loss: 1.6914 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.6914 2023/07/21 15:27:16 - mmengine - INFO - Epoch(train) [23][6060/9365] lr: 3.1286e-03 eta: 2:10:17 time: 0.5822 data_time: 0.0931 memory: 16132 grad_norm: 3.6731 loss: 1.5197 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.5197 2023/07/21 15:27:29 - mmengine - INFO - Epoch(train) [23][6080/9365] lr: 3.1187e-03 eta: 2:10:04 time: 0.6279 data_time: 0.0922 memory: 16132 grad_norm: 3.6135 loss: 1.5716 top1_acc: 0.5938 top5_acc: 0.6562 loss_cls: 1.5716 2023/07/21 15:27:41 - mmengine - INFO - Epoch(train) [23][6100/9365] lr: 3.1089e-03 eta: 2:09:52 time: 0.6024 data_time: 0.0756 memory: 16132 grad_norm: 3.5865 loss: 1.5387 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.5387 2023/07/21 15:27:53 - mmengine - INFO - Epoch(train) [23][6120/9365] lr: 3.0991e-03 eta: 2:09:40 time: 0.6289 data_time: 0.0840 memory: 16132 grad_norm: 3.6353 loss: 1.5227 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.5227 2023/07/21 15:28:06 - mmengine - INFO - Epoch(train) [23][6140/9365] lr: 3.0893e-03 eta: 2:09:27 time: 0.6188 data_time: 0.0867 memory: 16132 grad_norm: 3.5421 loss: 1.5724 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.5724 2023/07/21 15:28:18 - mmengine - INFO - Epoch(train) [23][6160/9365] lr: 3.0795e-03 eta: 2:09:15 time: 0.6115 data_time: 0.0784 memory: 16132 grad_norm: 3.6223 loss: 1.4892 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.4892 2023/07/21 15:28:30 - mmengine - INFO - Epoch(train) [23][6180/9365] lr: 3.0698e-03 eta: 2:09:03 time: 0.6110 data_time: 0.0952 memory: 16132 grad_norm: 3.6615 loss: 1.5599 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5599 2023/07/21 15:28:43 - mmengine - INFO - Epoch(train) [23][6200/9365] lr: 3.0600e-03 eta: 2:08:50 time: 0.6145 data_time: 0.0907 memory: 16132 grad_norm: 3.6153 loss: 1.6124 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.6124 2023/07/21 15:28:55 - mmengine - INFO - Epoch(train) [23][6220/9365] lr: 3.0503e-03 eta: 2:08:38 time: 0.6198 data_time: 0.1368 memory: 16132 grad_norm: 3.6681 loss: 1.5293 top1_acc: 0.7812 top5_acc: 0.9375 loss_cls: 1.5293 2023/07/21 15:29:07 - mmengine - INFO - Epoch(train) [23][6240/9365] lr: 3.0406e-03 eta: 2:08:25 time: 0.5820 data_time: 0.0909 memory: 16132 grad_norm: 3.6472 loss: 1.5595 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5595 2023/07/21 15:29:19 - mmengine - INFO - Epoch(train) [23][6260/9365] lr: 3.0308e-03 eta: 2:08:13 time: 0.6164 data_time: 0.0778 memory: 16132 grad_norm: 3.5777 loss: 1.6460 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6460 2023/07/21 15:29:31 - mmengine - INFO - Epoch(train) [23][6280/9365] lr: 3.0212e-03 eta: 2:08:01 time: 0.5940 data_time: 0.0754 memory: 16132 grad_norm: 3.5974 loss: 1.5151 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.5151 2023/07/21 15:29:44 - mmengine - INFO - Epoch(train) [23][6300/9365] lr: 3.0115e-03 eta: 2:07:48 time: 0.6188 data_time: 0.0966 memory: 16132 grad_norm: 3.5708 loss: 1.5684 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.5684 2023/07/21 15:29:56 - mmengine - INFO - Epoch(train) [23][6320/9365] lr: 3.0018e-03 eta: 2:07:36 time: 0.5999 data_time: 0.0822 memory: 16132 grad_norm: 3.6787 loss: 1.5865 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.5865 2023/07/21 15:30:09 - mmengine - INFO - Epoch(train) [23][6340/9365] lr: 2.9922e-03 eta: 2:07:24 time: 0.6415 data_time: 0.0851 memory: 16132 grad_norm: 3.5664 loss: 1.5010 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5010 2023/07/21 15:30:21 - mmengine - INFO - Epoch(train) [23][6360/9365] lr: 2.9826e-03 eta: 2:07:11 time: 0.6069 data_time: 0.0861 memory: 16132 grad_norm: 3.6362 loss: 1.4941 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.4941 2023/07/21 15:30:33 - mmengine - INFO - Epoch(train) [23][6380/9365] lr: 2.9729e-03 eta: 2:06:59 time: 0.5926 data_time: 0.0826 memory: 16132 grad_norm: 3.6286 loss: 1.7071 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.7071 2023/07/21 15:30:46 - mmengine - INFO - Epoch(train) [23][6400/9365] lr: 2.9633e-03 eta: 2:06:47 time: 0.6568 data_time: 0.0774 memory: 16132 grad_norm: 3.6262 loss: 1.5686 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.5686 2023/07/21 15:30:58 - mmengine - INFO - Epoch(train) [23][6420/9365] lr: 2.9538e-03 eta: 2:06:34 time: 0.6005 data_time: 0.0889 memory: 16132 grad_norm: 3.6633 loss: 1.5623 top1_acc: 0.4062 top5_acc: 0.8125 loss_cls: 1.5623 2023/07/21 15:31:10 - mmengine - INFO - Epoch(train) [23][6440/9365] lr: 2.9442e-03 eta: 2:06:22 time: 0.6075 data_time: 0.0859 memory: 16132 grad_norm: 3.5257 loss: 1.5979 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.5979 2023/07/21 15:31:22 - mmengine - INFO - Epoch(train) [23][6460/9365] lr: 2.9347e-03 eta: 2:06:10 time: 0.6100 data_time: 0.0869 memory: 16132 grad_norm: 3.6778 loss: 1.5505 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.5505 2023/07/21 15:31:35 - mmengine - INFO - Epoch(train) [23][6480/9365] lr: 2.9251e-03 eta: 2:05:57 time: 0.6065 data_time: 0.0861 memory: 16132 grad_norm: 3.6468 loss: 1.6355 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.6355 2023/07/21 15:31:47 - mmengine - INFO - Epoch(train) [23][6500/9365] lr: 2.9156e-03 eta: 2:05:45 time: 0.6087 data_time: 0.0817 memory: 16132 grad_norm: 3.5866 loss: 1.5261 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.5261 2023/07/21 15:31:59 - mmengine - INFO - Epoch(train) [23][6520/9365] lr: 2.9061e-03 eta: 2:05:33 time: 0.6158 data_time: 0.1099 memory: 16132 grad_norm: 3.6383 loss: 1.6632 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6632 2023/07/21 15:32:11 - mmengine - INFO - Epoch(train) [23][6540/9365] lr: 2.8966e-03 eta: 2:05:20 time: 0.6035 data_time: 0.0872 memory: 16132 grad_norm: 3.6169 loss: 1.6283 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6283 2023/07/21 15:32:23 - mmengine - INFO - Epoch(train) [23][6560/9365] lr: 2.8871e-03 eta: 2:05:08 time: 0.5981 data_time: 0.0779 memory: 16132 grad_norm: 3.6239 loss: 1.5635 top1_acc: 0.7500 top5_acc: 0.7812 loss_cls: 1.5635 2023/07/21 15:32:35 - mmengine - INFO - Epoch(train) [23][6580/9365] lr: 2.8777e-03 eta: 2:04:56 time: 0.6058 data_time: 0.0793 memory: 16132 grad_norm: 3.6399 loss: 1.5514 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.5514 2023/07/21 15:32:48 - mmengine - INFO - Epoch(train) [23][6600/9365] lr: 2.8682e-03 eta: 2:04:43 time: 0.6224 data_time: 0.0772 memory: 16132 grad_norm: 3.5592 loss: 1.5812 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.5812 2023/07/21 15:33:01 - mmengine - INFO - Epoch(train) [23][6620/9365] lr: 2.8588e-03 eta: 2:04:31 time: 0.6349 data_time: 0.0801 memory: 16132 grad_norm: 3.5950 loss: 1.4775 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.4775 2023/07/21 15:33:13 - mmengine - INFO - Epoch(train) [23][6640/9365] lr: 2.8494e-03 eta: 2:04:19 time: 0.5966 data_time: 0.0835 memory: 16132 grad_norm: 3.7129 loss: 1.6561 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 1.6561 2023/07/21 15:33:25 - mmengine - INFO - Epoch(train) [23][6660/9365] lr: 2.8400e-03 eta: 2:04:06 time: 0.6334 data_time: 0.0922 memory: 16132 grad_norm: 3.6659 loss: 1.4764 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.4764 2023/07/21 15:33:38 - mmengine - INFO - Epoch(train) [23][6680/9365] lr: 2.8306e-03 eta: 2:03:54 time: 0.6183 data_time: 0.0833 memory: 16132 grad_norm: 3.7103 loss: 1.7164 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 1.7164 2023/07/21 15:33:50 - mmengine - INFO - Epoch(train) [23][6700/9365] lr: 2.8212e-03 eta: 2:03:41 time: 0.5923 data_time: 0.1058 memory: 16132 grad_norm: 3.6156 loss: 1.5990 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.5990 2023/07/21 15:34:02 - mmengine - INFO - Epoch(train) [23][6720/9365] lr: 2.8119e-03 eta: 2:03:29 time: 0.6013 data_time: 0.0770 memory: 16132 grad_norm: 3.6736 loss: 1.6034 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.6034 2023/07/21 15:34:14 - mmengine - INFO - Epoch(train) [23][6740/9365] lr: 2.8026e-03 eta: 2:03:17 time: 0.6013 data_time: 0.0868 memory: 16132 grad_norm: 3.5896 loss: 1.6512 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.6512 2023/07/21 15:34:26 - mmengine - INFO - Epoch(train) [23][6760/9365] lr: 2.7932e-03 eta: 2:03:04 time: 0.6354 data_time: 0.0889 memory: 16132 grad_norm: 3.5368 loss: 1.6409 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 1.6409 2023/07/21 15:34:38 - mmengine - INFO - Epoch(train) [23][6780/9365] lr: 2.7839e-03 eta: 2:02:52 time: 0.5922 data_time: 0.0869 memory: 16132 grad_norm: 3.6383 loss: 1.6339 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.6339 2023/07/21 15:34:51 - mmengine - INFO - Epoch(train) [23][6800/9365] lr: 2.7747e-03 eta: 2:02:40 time: 0.6288 data_time: 0.0742 memory: 16132 grad_norm: 3.6027 loss: 1.6224 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6224 2023/07/21 15:35:03 - mmengine - INFO - Epoch(train) [23][6820/9365] lr: 2.7654e-03 eta: 2:02:27 time: 0.6136 data_time: 0.1228 memory: 16132 grad_norm: 3.5480 loss: 1.4741 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.4741 2023/07/21 15:35:15 - mmengine - INFO - Epoch(train) [23][6840/9365] lr: 2.7561e-03 eta: 2:02:15 time: 0.5931 data_time: 0.0918 memory: 16132 grad_norm: 3.5852 loss: 1.5797 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5797 2023/07/21 15:35:28 - mmengine - INFO - Epoch(train) [23][6860/9365] lr: 2.7469e-03 eta: 2:02:03 time: 0.6143 data_time: 0.1114 memory: 16132 grad_norm: 3.6834 loss: 1.5971 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.5971 2023/07/21 15:35:40 - mmengine - INFO - Epoch(train) [23][6880/9365] lr: 2.7377e-03 eta: 2:01:50 time: 0.6196 data_time: 0.0861 memory: 16132 grad_norm: 3.6385 loss: 1.5064 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.5064 2023/07/21 15:35:53 - mmengine - INFO - Epoch(train) [23][6900/9365] lr: 2.7284e-03 eta: 2:01:38 time: 0.6309 data_time: 0.0909 memory: 16132 grad_norm: 3.5971 loss: 1.6858 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.6858 2023/07/21 15:36:04 - mmengine - INFO - Epoch(train) [23][6920/9365] lr: 2.7192e-03 eta: 2:01:26 time: 0.5886 data_time: 0.1015 memory: 16132 grad_norm: 3.6411 loss: 1.5961 top1_acc: 0.7812 top5_acc: 0.8750 loss_cls: 1.5961 2023/07/21 15:36:17 - mmengine - INFO - Epoch(train) [23][6940/9365] lr: 2.7101e-03 eta: 2:01:13 time: 0.6054 data_time: 0.0804 memory: 16132 grad_norm: 3.6064 loss: 1.5371 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.5371 2023/07/21 15:36:28 - mmengine - INFO - Epoch(train) [23][6960/9365] lr: 2.7009e-03 eta: 2:01:01 time: 0.5896 data_time: 0.0797 memory: 16132 grad_norm: 3.6514 loss: 1.5694 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5694 2023/07/21 15:36:35 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 15:36:41 - mmengine - INFO - Epoch(train) [23][6980/9365] lr: 2.6918e-03 eta: 2:00:49 time: 0.6211 data_time: 0.0812 memory: 16132 grad_norm: 3.6632 loss: 1.5237 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5237 2023/07/21 15:36:54 - mmengine - INFO - Epoch(train) [23][7000/9365] lr: 2.6826e-03 eta: 2:00:36 time: 0.6357 data_time: 0.0807 memory: 16132 grad_norm: 3.6008 loss: 1.5798 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5798 2023/07/21 15:37:06 - mmengine - INFO - Epoch(train) [23][7020/9365] lr: 2.6735e-03 eta: 2:00:24 time: 0.6271 data_time: 0.0856 memory: 16132 grad_norm: 3.5699 loss: 1.5522 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5522 2023/07/21 15:37:18 - mmengine - INFO - Epoch(train) [23][7040/9365] lr: 2.6644e-03 eta: 2:00:12 time: 0.6036 data_time: 0.0895 memory: 16132 grad_norm: 3.5731 loss: 1.4434 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.4434 2023/07/21 15:37:30 - mmengine - INFO - Epoch(train) [23][7060/9365] lr: 2.6553e-03 eta: 1:59:59 time: 0.5835 data_time: 0.0854 memory: 16132 grad_norm: 3.6654 loss: 1.6111 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6111 2023/07/21 15:37:43 - mmengine - INFO - Epoch(train) [23][7080/9365] lr: 2.6462e-03 eta: 1:59:47 time: 0.6214 data_time: 0.0992 memory: 16132 grad_norm: 3.6756 loss: 1.5953 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.5953 2023/07/21 15:37:55 - mmengine - INFO - Epoch(train) [23][7100/9365] lr: 2.6372e-03 eta: 1:59:35 time: 0.6196 data_time: 0.0870 memory: 16132 grad_norm: 3.6348 loss: 1.5272 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.5272 2023/07/21 15:38:08 - mmengine - INFO - Epoch(train) [23][7120/9365] lr: 2.6281e-03 eta: 1:59:22 time: 0.6231 data_time: 0.0942 memory: 16132 grad_norm: 3.6060 loss: 1.6265 top1_acc: 0.7812 top5_acc: 0.8750 loss_cls: 1.6265 2023/07/21 15:38:20 - mmengine - INFO - Epoch(train) [23][7140/9365] lr: 2.6191e-03 eta: 1:59:10 time: 0.6129 data_time: 0.0868 memory: 16132 grad_norm: 3.5279 loss: 1.5261 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.5261 2023/07/21 15:38:32 - mmengine - INFO - Epoch(train) [23][7160/9365] lr: 2.6101e-03 eta: 1:58:58 time: 0.6307 data_time: 0.0884 memory: 16132 grad_norm: 3.5956 loss: 1.5595 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.5595 2023/07/21 15:38:45 - mmengine - INFO - Epoch(train) [23][7180/9365] lr: 2.6011e-03 eta: 1:58:45 time: 0.5994 data_time: 0.0934 memory: 16132 grad_norm: 3.6265 loss: 1.5571 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.5571 2023/07/21 15:38:57 - mmengine - INFO - Epoch(train) [23][7200/9365] lr: 2.5921e-03 eta: 1:58:33 time: 0.6237 data_time: 0.0916 memory: 16132 grad_norm: 3.6447 loss: 1.5412 top1_acc: 0.4688 top5_acc: 0.8750 loss_cls: 1.5412 2023/07/21 15:39:10 - mmengine - INFO - Epoch(train) [23][7220/9365] lr: 2.5832e-03 eta: 1:58:21 time: 0.6632 data_time: 0.0870 memory: 16132 grad_norm: 3.5664 loss: 1.5080 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.5080 2023/07/21 15:39:23 - mmengine - INFO - Epoch(train) [23][7240/9365] lr: 2.5742e-03 eta: 1:58:08 time: 0.6170 data_time: 0.0808 memory: 16132 grad_norm: 3.6196 loss: 1.4832 top1_acc: 0.7812 top5_acc: 0.8438 loss_cls: 1.4832 2023/07/21 15:39:35 - mmengine - INFO - Epoch(train) [23][7260/9365] lr: 2.5653e-03 eta: 1:57:56 time: 0.6262 data_time: 0.0839 memory: 16132 grad_norm: 3.6590 loss: 1.7202 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.7202 2023/07/21 15:39:47 - mmengine - INFO - Epoch(train) [23][7280/9365] lr: 2.5564e-03 eta: 1:57:44 time: 0.5889 data_time: 0.0753 memory: 16132 grad_norm: 3.7230 loss: 1.6567 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6567 2023/07/21 15:39:59 - mmengine - INFO - Epoch(train) [23][7300/9365] lr: 2.5475e-03 eta: 1:57:31 time: 0.5833 data_time: 0.0811 memory: 16132 grad_norm: 3.6071 loss: 1.6676 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6676 2023/07/21 15:40:12 - mmengine - INFO - Epoch(train) [23][7320/9365] lr: 2.5386e-03 eta: 1:57:19 time: 0.6350 data_time: 0.0735 memory: 16132 grad_norm: 3.7118 loss: 1.5975 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.5975 2023/07/21 15:40:24 - mmengine - INFO - Epoch(train) [23][7340/9365] lr: 2.5297e-03 eta: 1:57:07 time: 0.6306 data_time: 0.0857 memory: 16132 grad_norm: 3.5986 loss: 1.5728 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.5728 2023/07/21 15:40:37 - mmengine - INFO - Epoch(train) [23][7360/9365] lr: 2.5208e-03 eta: 1:56:54 time: 0.6321 data_time: 0.0742 memory: 16132 grad_norm: 3.5583 loss: 1.5429 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 1.5429 2023/07/21 15:40:49 - mmengine - INFO - Epoch(train) [23][7380/9365] lr: 2.5120e-03 eta: 1:56:42 time: 0.6053 data_time: 0.0788 memory: 16132 grad_norm: 3.6585 loss: 1.7006 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.7006 2023/07/21 15:41:02 - mmengine - INFO - Epoch(train) [23][7400/9365] lr: 2.5032e-03 eta: 1:56:30 time: 0.6349 data_time: 0.0847 memory: 16132 grad_norm: 3.6224 loss: 1.5361 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5361 2023/07/21 15:41:14 - mmengine - INFO - Epoch(train) [23][7420/9365] lr: 2.4944e-03 eta: 1:56:17 time: 0.6108 data_time: 0.0995 memory: 16132 grad_norm: 3.6353 loss: 1.5261 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.5261 2023/07/21 15:41:27 - mmengine - INFO - Epoch(train) [23][7440/9365] lr: 2.4856e-03 eta: 1:56:05 time: 0.6259 data_time: 0.0881 memory: 16132 grad_norm: 3.6840 loss: 1.5258 top1_acc: 0.7812 top5_acc: 0.8125 loss_cls: 1.5258 2023/07/21 15:41:39 - mmengine - INFO - Epoch(train) [23][7460/9365] lr: 2.4768e-03 eta: 1:55:52 time: 0.5968 data_time: 0.0767 memory: 16132 grad_norm: 3.6942 loss: 1.5944 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5944 2023/07/21 15:41:51 - mmengine - INFO - Epoch(train) [23][7480/9365] lr: 2.4680e-03 eta: 1:55:40 time: 0.5974 data_time: 0.0761 memory: 16132 grad_norm: 3.6212 loss: 1.6263 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6263 2023/07/21 15:42:04 - mmengine - INFO - Epoch(train) [23][7500/9365] lr: 2.4593e-03 eta: 1:55:28 time: 0.6751 data_time: 0.0767 memory: 16132 grad_norm: 3.5406 loss: 1.5807 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.5807 2023/07/21 15:42:17 - mmengine - INFO - Epoch(train) [23][7520/9365] lr: 2.4505e-03 eta: 1:55:16 time: 0.6146 data_time: 0.1144 memory: 16132 grad_norm: 3.6309 loss: 1.5290 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5290 2023/07/21 15:42:29 - mmengine - INFO - Epoch(train) [23][7540/9365] lr: 2.4418e-03 eta: 1:55:03 time: 0.6217 data_time: 0.0885 memory: 16132 grad_norm: 3.6270 loss: 1.5544 top1_acc: 0.7812 top5_acc: 0.9375 loss_cls: 1.5544 2023/07/21 15:42:42 - mmengine - INFO - Epoch(train) [23][7560/9365] lr: 2.4331e-03 eta: 1:54:51 time: 0.6462 data_time: 0.1014 memory: 16132 grad_norm: 3.6364 loss: 1.6743 top1_acc: 0.5312 top5_acc: 0.9062 loss_cls: 1.6743 2023/07/21 15:42:54 - mmengine - INFO - Epoch(train) [23][7580/9365] lr: 2.4244e-03 eta: 1:54:39 time: 0.6008 data_time: 0.0775 memory: 16132 grad_norm: 3.6049 loss: 1.6439 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6439 2023/07/21 15:43:07 - mmengine - INFO - Epoch(train) [23][7600/9365] lr: 2.4158e-03 eta: 1:54:26 time: 0.6234 data_time: 0.0983 memory: 16132 grad_norm: 3.5800 loss: 1.6010 top1_acc: 0.6562 top5_acc: 0.9375 loss_cls: 1.6010 2023/07/21 15:43:19 - mmengine - INFO - Epoch(train) [23][7620/9365] lr: 2.4071e-03 eta: 1:54:14 time: 0.6249 data_time: 0.0919 memory: 16132 grad_norm: 3.6487 loss: 1.5413 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5413 2023/07/21 15:43:31 - mmengine - INFO - Epoch(train) [23][7640/9365] lr: 2.3985e-03 eta: 1:54:02 time: 0.6173 data_time: 0.0823 memory: 16132 grad_norm: 3.6625 loss: 1.5166 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.5166 2023/07/21 15:43:43 - mmengine - INFO - Epoch(train) [23][7660/9365] lr: 2.3898e-03 eta: 1:53:49 time: 0.5983 data_time: 0.0829 memory: 16132 grad_norm: 3.6046 loss: 1.5663 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.5663 2023/07/21 15:43:56 - mmengine - INFO - Epoch(train) [23][7680/9365] lr: 2.3812e-03 eta: 1:53:37 time: 0.6473 data_time: 0.0955 memory: 16132 grad_norm: 3.5806 loss: 1.5450 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.5450 2023/07/21 15:44:08 - mmengine - INFO - Epoch(train) [23][7700/9365] lr: 2.3726e-03 eta: 1:53:25 time: 0.5947 data_time: 0.0857 memory: 16132 grad_norm: 3.7337 loss: 1.5578 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.5578 2023/07/21 15:44:21 - mmengine - INFO - Epoch(train) [23][7720/9365] lr: 2.3641e-03 eta: 1:53:12 time: 0.6411 data_time: 0.0859 memory: 16132 grad_norm: 3.6688 loss: 1.5143 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.5143 2023/07/21 15:44:33 - mmengine - INFO - Epoch(train) [23][7740/9365] lr: 2.3555e-03 eta: 1:53:00 time: 0.6066 data_time: 0.0875 memory: 16132 grad_norm: 3.6686 loss: 1.5905 top1_acc: 0.7812 top5_acc: 0.9062 loss_cls: 1.5905 2023/07/21 15:44:46 - mmengine - INFO - Epoch(train) [23][7760/9365] lr: 2.3469e-03 eta: 1:52:48 time: 0.6139 data_time: 0.0854 memory: 16132 grad_norm: 3.6000 loss: 1.5828 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.5828 2023/07/21 15:44:58 - mmengine - INFO - Epoch(train) [23][7780/9365] lr: 2.3384e-03 eta: 1:52:35 time: 0.6067 data_time: 0.0847 memory: 16132 grad_norm: 3.6987 loss: 1.6245 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.6245 2023/07/21 15:45:10 - mmengine - INFO - Epoch(train) [23][7800/9365] lr: 2.3299e-03 eta: 1:52:23 time: 0.6067 data_time: 0.0825 memory: 16132 grad_norm: 3.6300 loss: 1.5840 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.5840 2023/07/21 15:45:24 - mmengine - INFO - Epoch(train) [23][7820/9365] lr: 2.3214e-03 eta: 1:52:11 time: 0.6725 data_time: 0.0918 memory: 16132 grad_norm: 3.6564 loss: 1.6832 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.6832 2023/07/21 15:45:36 - mmengine - INFO - Epoch(train) [23][7840/9365] lr: 2.3129e-03 eta: 1:51:58 time: 0.5981 data_time: 0.1002 memory: 16132 grad_norm: 3.6551 loss: 1.5259 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.5259 2023/07/21 15:45:48 - mmengine - INFO - Epoch(train) [23][7860/9365] lr: 2.3044e-03 eta: 1:51:46 time: 0.6308 data_time: 0.0777 memory: 16132 grad_norm: 3.6604 loss: 1.5029 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5029 2023/07/21 15:46:00 - mmengine - INFO - Epoch(train) [23][7880/9365] lr: 2.2960e-03 eta: 1:51:33 time: 0.6009 data_time: 0.0846 memory: 16132 grad_norm: 3.6477 loss: 1.3280 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3280 2023/07/21 15:46:13 - mmengine - INFO - Epoch(train) [23][7900/9365] lr: 2.2875e-03 eta: 1:51:21 time: 0.6150 data_time: 0.0880 memory: 16132 grad_norm: 3.6165 loss: 1.5793 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.5793 2023/07/21 15:46:25 - mmengine - INFO - Epoch(train) [23][7920/9365] lr: 2.2791e-03 eta: 1:51:09 time: 0.6172 data_time: 0.0857 memory: 16132 grad_norm: 3.6581 loss: 1.6004 top1_acc: 0.7812 top5_acc: 0.8750 loss_cls: 1.6004 2023/07/21 15:46:37 - mmengine - INFO - Epoch(train) [23][7940/9365] lr: 2.2707e-03 eta: 1:50:56 time: 0.6165 data_time: 0.0793 memory: 16132 grad_norm: 3.6662 loss: 1.5864 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.5864 2023/07/21 15:46:49 - mmengine - INFO - Epoch(train) [23][7960/9365] lr: 2.2623e-03 eta: 1:50:44 time: 0.5805 data_time: 0.0885 memory: 16132 grad_norm: 3.6498 loss: 1.5790 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 1.5790 2023/07/21 15:46:55 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 15:47:02 - mmengine - INFO - Epoch(train) [23][7980/9365] lr: 2.2539e-03 eta: 1:50:32 time: 0.6282 data_time: 0.1006 memory: 16132 grad_norm: 3.6663 loss: 1.6572 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.6572 2023/07/21 15:47:14 - mmengine - INFO - Epoch(train) [23][8000/9365] lr: 2.2456e-03 eta: 1:50:19 time: 0.6041 data_time: 0.0868 memory: 16132 grad_norm: 3.6072 loss: 1.4119 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.4119 2023/07/21 15:47:26 - mmengine - INFO - Epoch(train) [23][8020/9365] lr: 2.2372e-03 eta: 1:50:07 time: 0.6262 data_time: 0.0834 memory: 16132 grad_norm: 3.7002 loss: 1.6038 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.6038 2023/07/21 15:47:38 - mmengine - INFO - Epoch(train) [23][8040/9365] lr: 2.2289e-03 eta: 1:49:55 time: 0.5986 data_time: 0.0821 memory: 16132 grad_norm: 3.7690 loss: 1.5958 top1_acc: 0.7812 top5_acc: 0.9688 loss_cls: 1.5958 2023/07/21 15:47:51 - mmengine - INFO - Epoch(train) [23][8060/9365] lr: 2.2206e-03 eta: 1:49:42 time: 0.6159 data_time: 0.1009 memory: 16132 grad_norm: 3.7015 loss: 1.5948 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 1.5948 2023/07/21 15:48:03 - mmengine - INFO - Epoch(train) [23][8080/9365] lr: 2.2123e-03 eta: 1:49:30 time: 0.6233 data_time: 0.0864 memory: 16132 grad_norm: 3.6965 loss: 1.4552 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.4552 2023/07/21 15:48:15 - mmengine - INFO - Epoch(train) [23][8100/9365] lr: 2.2040e-03 eta: 1:49:18 time: 0.5980 data_time: 0.0741 memory: 16132 grad_norm: 3.6532 loss: 1.5658 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.5658 2023/07/21 15:48:28 - mmengine - INFO - Epoch(train) [23][8120/9365] lr: 2.1957e-03 eta: 1:49:05 time: 0.6347 data_time: 0.0819 memory: 16132 grad_norm: 3.6511 loss: 1.5012 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5012 2023/07/21 15:48:40 - mmengine - INFO - Epoch(train) [23][8140/9365] lr: 2.1875e-03 eta: 1:48:53 time: 0.6099 data_time: 0.1060 memory: 16132 grad_norm: 3.6139 loss: 1.4130 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4130 2023/07/21 15:48:52 - mmengine - INFO - Epoch(train) [23][8160/9365] lr: 2.1792e-03 eta: 1:48:41 time: 0.5948 data_time: 0.0835 memory: 16132 grad_norm: 3.6367 loss: 1.4999 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.4999 2023/07/21 15:49:05 - mmengine - INFO - Epoch(train) [23][8180/9365] lr: 2.1710e-03 eta: 1:48:28 time: 0.6301 data_time: 0.0851 memory: 16132 grad_norm: 3.7370 loss: 1.5188 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.5188 2023/07/21 15:49:17 - mmengine - INFO - Epoch(train) [23][8200/9365] lr: 2.1628e-03 eta: 1:48:16 time: 0.6135 data_time: 0.0876 memory: 16132 grad_norm: 3.6703 loss: 1.5148 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5148 2023/07/21 15:49:29 - mmengine - INFO - Epoch(train) [23][8220/9365] lr: 2.1546e-03 eta: 1:48:04 time: 0.6081 data_time: 0.0817 memory: 16132 grad_norm: 3.6574 loss: 1.5415 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.5415 2023/07/21 15:49:41 - mmengine - INFO - Epoch(train) [23][8240/9365] lr: 2.1464e-03 eta: 1:47:51 time: 0.5953 data_time: 0.0818 memory: 16132 grad_norm: 3.7641 loss: 1.6264 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6264 2023/07/21 15:49:53 - mmengine - INFO - Epoch(train) [23][8260/9365] lr: 2.1383e-03 eta: 1:47:39 time: 0.5876 data_time: 0.0784 memory: 16132 grad_norm: 3.6703 loss: 1.6210 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 1.6210 2023/07/21 15:50:05 - mmengine - INFO - Epoch(train) [23][8280/9365] lr: 2.1301e-03 eta: 1:47:27 time: 0.6072 data_time: 0.0828 memory: 16132 grad_norm: 3.6618 loss: 1.5695 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5695 2023/07/21 15:50:18 - mmengine - INFO - Epoch(train) [23][8300/9365] lr: 2.1220e-03 eta: 1:47:14 time: 0.6416 data_time: 0.0809 memory: 16132 grad_norm: 3.7192 loss: 1.5192 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5192 2023/07/21 15:50:31 - mmengine - INFO - Epoch(train) [23][8320/9365] lr: 2.1139e-03 eta: 1:47:02 time: 0.6158 data_time: 0.0766 memory: 16132 grad_norm: 3.6748 loss: 1.5558 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.5558 2023/07/21 15:50:43 - mmengine - INFO - Epoch(train) [23][8340/9365] lr: 2.1058e-03 eta: 1:46:50 time: 0.6127 data_time: 0.0836 memory: 16132 grad_norm: 3.6101 loss: 1.3613 top1_acc: 0.7500 top5_acc: 0.8438 loss_cls: 1.3613 2023/07/21 15:50:55 - mmengine - INFO - Epoch(train) [23][8360/9365] lr: 2.0977e-03 eta: 1:46:37 time: 0.6169 data_time: 0.0785 memory: 16132 grad_norm: 3.6068 loss: 1.5627 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5627 2023/07/21 15:51:08 - mmengine - INFO - Epoch(train) [23][8380/9365] lr: 2.0896e-03 eta: 1:46:25 time: 0.6292 data_time: 0.0784 memory: 16132 grad_norm: 3.7440 loss: 1.5004 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5004 2023/07/21 15:51:20 - mmengine - INFO - Epoch(train) [23][8400/9365] lr: 2.0816e-03 eta: 1:46:13 time: 0.6195 data_time: 0.0868 memory: 16132 grad_norm: 3.6056 loss: 1.6425 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.6425 2023/07/21 15:51:32 - mmengine - INFO - Epoch(train) [23][8420/9365] lr: 2.0735e-03 eta: 1:46:00 time: 0.5976 data_time: 0.0805 memory: 16132 grad_norm: 3.6929 loss: 1.5156 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.5156 2023/07/21 15:51:45 - mmengine - INFO - Epoch(train) [23][8440/9365] lr: 2.0655e-03 eta: 1:45:48 time: 0.6281 data_time: 0.0820 memory: 16132 grad_norm: 3.5989 loss: 1.5973 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5973 2023/07/21 15:51:57 - mmengine - INFO - Epoch(train) [23][8460/9365] lr: 2.0575e-03 eta: 1:45:35 time: 0.5957 data_time: 0.0803 memory: 16132 grad_norm: 3.7413 loss: 1.4959 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4959 2023/07/21 15:52:09 - mmengine - INFO - Epoch(train) [23][8480/9365] lr: 2.0495e-03 eta: 1:45:23 time: 0.6004 data_time: 0.0959 memory: 16132 grad_norm: 3.6288 loss: 1.4476 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.4476 2023/07/21 15:52:22 - mmengine - INFO - Epoch(train) [23][8500/9365] lr: 2.0415e-03 eta: 1:45:11 time: 0.6346 data_time: 0.0824 memory: 16132 grad_norm: 3.6387 loss: 1.4878 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4878 2023/07/21 15:52:35 - mmengine - INFO - Epoch(train) [23][8520/9365] lr: 2.0336e-03 eta: 1:44:58 time: 0.6377 data_time: 0.0906 memory: 16132 grad_norm: 3.7271 loss: 1.4894 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4894 2023/07/21 15:52:48 - mmengine - INFO - Epoch(train) [23][8540/9365] lr: 2.0256e-03 eta: 1:44:46 time: 0.6591 data_time: 0.0910 memory: 16132 grad_norm: 3.7565 loss: 1.5460 top1_acc: 0.7188 top5_acc: 0.9688 loss_cls: 1.5460 2023/07/21 15:53:00 - mmengine - INFO - Epoch(train) [23][8560/9365] lr: 2.0177e-03 eta: 1:44:34 time: 0.6138 data_time: 0.0929 memory: 16132 grad_norm: 3.7436 loss: 1.5740 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5740 2023/07/21 15:53:12 - mmengine - INFO - Epoch(train) [23][8580/9365] lr: 2.0098e-03 eta: 1:44:22 time: 0.5973 data_time: 0.0841 memory: 16132 grad_norm: 3.7691 loss: 1.5531 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5531 2023/07/21 15:53:25 - mmengine - INFO - Epoch(train) [23][8600/9365] lr: 2.0019e-03 eta: 1:44:09 time: 0.6264 data_time: 0.1032 memory: 16132 grad_norm: 3.7249 loss: 1.6103 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.6103 2023/07/21 15:53:37 - mmengine - INFO - Epoch(train) [23][8620/9365] lr: 1.9940e-03 eta: 1:43:57 time: 0.6234 data_time: 0.0825 memory: 16132 grad_norm: 3.7147 loss: 1.5295 top1_acc: 0.5938 top5_acc: 0.6875 loss_cls: 1.5295 2023/07/21 15:53:49 - mmengine - INFO - Epoch(train) [23][8640/9365] lr: 1.9861e-03 eta: 1:43:44 time: 0.6098 data_time: 0.0934 memory: 16132 grad_norm: 3.6676 loss: 1.6814 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.6814 2023/07/21 15:54:02 - mmengine - INFO - Epoch(train) [23][8660/9365] lr: 1.9783e-03 eta: 1:43:32 time: 0.6330 data_time: 0.0827 memory: 16132 grad_norm: 3.6955 loss: 1.5241 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5241 2023/07/21 15:54:14 - mmengine - INFO - Epoch(train) [23][8680/9365] lr: 1.9705e-03 eta: 1:43:20 time: 0.5966 data_time: 0.0732 memory: 16132 grad_norm: 3.6863 loss: 1.5712 top1_acc: 0.5000 top5_acc: 0.6562 loss_cls: 1.5712 2023/07/21 15:54:26 - mmengine - INFO - Epoch(train) [23][8700/9365] lr: 1.9626e-03 eta: 1:43:07 time: 0.6114 data_time: 0.0735 memory: 16132 grad_norm: 3.7255 loss: 1.5778 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.5778 2023/07/21 15:54:38 - mmengine - INFO - Epoch(train) [23][8720/9365] lr: 1.9548e-03 eta: 1:42:55 time: 0.5883 data_time: 0.0742 memory: 16132 grad_norm: 3.6782 loss: 1.5356 top1_acc: 0.6875 top5_acc: 0.9688 loss_cls: 1.5356 2023/07/21 15:54:50 - mmengine - INFO - Epoch(train) [23][8740/9365] lr: 1.9470e-03 eta: 1:42:43 time: 0.6040 data_time: 0.0804 memory: 16132 grad_norm: 3.6865 loss: 1.4422 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.4422 2023/07/21 15:55:03 - mmengine - INFO - Epoch(train) [23][8760/9365] lr: 1.9393e-03 eta: 1:42:30 time: 0.6275 data_time: 0.0805 memory: 16132 grad_norm: 3.7541 loss: 1.5736 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.5736 2023/07/21 15:55:16 - mmengine - INFO - Epoch(train) [23][8780/9365] lr: 1.9315e-03 eta: 1:42:18 time: 0.6443 data_time: 0.0976 memory: 16132 grad_norm: 3.7962 loss: 1.6197 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.6197 2023/07/21 15:55:28 - mmengine - INFO - Epoch(train) [23][8800/9365] lr: 1.9238e-03 eta: 1:42:06 time: 0.6194 data_time: 0.0805 memory: 16132 grad_norm: 3.6000 loss: 1.3794 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.3794 2023/07/21 15:55:40 - mmengine - INFO - Epoch(train) [23][8820/9365] lr: 1.9160e-03 eta: 1:41:53 time: 0.6024 data_time: 0.0847 memory: 16132 grad_norm: 3.6789 loss: 1.6236 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.6236 2023/07/21 15:55:52 - mmengine - INFO - Epoch(train) [23][8840/9365] lr: 1.9083e-03 eta: 1:41:41 time: 0.5996 data_time: 0.0766 memory: 16132 grad_norm: 3.7166 loss: 1.6233 top1_acc: 0.4688 top5_acc: 0.5938 loss_cls: 1.6233 2023/07/21 15:56:05 - mmengine - INFO - Epoch(train) [23][8860/9365] lr: 1.9006e-03 eta: 1:41:29 time: 0.6128 data_time: 0.0764 memory: 16132 grad_norm: 3.6906 loss: 1.5253 top1_acc: 0.8438 top5_acc: 0.9062 loss_cls: 1.5253 2023/07/21 15:56:17 - mmengine - INFO - Epoch(train) [23][8880/9365] lr: 1.8929e-03 eta: 1:41:16 time: 0.6174 data_time: 0.0971 memory: 16132 grad_norm: 3.7243 loss: 1.4936 top1_acc: 0.7500 top5_acc: 0.8438 loss_cls: 1.4936 2023/07/21 15:56:29 - mmengine - INFO - Epoch(train) [23][8900/9365] lr: 1.8853e-03 eta: 1:41:04 time: 0.6177 data_time: 0.0826 memory: 16132 grad_norm: 3.6957 loss: 1.5024 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.5024 2023/07/21 15:56:42 - mmengine - INFO - Epoch(train) [23][8920/9365] lr: 1.8776e-03 eta: 1:40:52 time: 0.6029 data_time: 0.0935 memory: 16132 grad_norm: 3.6944 loss: 1.4741 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.4741 2023/07/21 15:56:54 - mmengine - INFO - Epoch(train) [23][8940/9365] lr: 1.8700e-03 eta: 1:40:39 time: 0.6099 data_time: 0.0907 memory: 16132 grad_norm: 3.7489 loss: 1.4847 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 1.4847 2023/07/21 15:57:06 - mmengine - INFO - Epoch(train) [23][8960/9365] lr: 1.8624e-03 eta: 1:40:27 time: 0.6152 data_time: 0.0841 memory: 16132 grad_norm: 3.6690 loss: 1.5009 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.5009 2023/07/21 15:57:12 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 15:57:19 - mmengine - INFO - Epoch(train) [23][8980/9365] lr: 1.8548e-03 eta: 1:40:15 time: 0.6148 data_time: 0.0850 memory: 16132 grad_norm: 3.6774 loss: 1.5172 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.5172 2023/07/21 15:57:31 - mmengine - INFO - Epoch(train) [23][9000/9365] lr: 1.8472e-03 eta: 1:40:02 time: 0.6115 data_time: 0.0783 memory: 16132 grad_norm: 3.6930 loss: 1.4415 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.4415 2023/07/21 15:57:43 - mmengine - INFO - Epoch(train) [23][9020/9365] lr: 1.8396e-03 eta: 1:39:50 time: 0.5875 data_time: 0.0773 memory: 16132 grad_norm: 3.7382 loss: 1.7459 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7459 2023/07/21 15:57:55 - mmengine - INFO - Epoch(train) [23][9040/9365] lr: 1.8320e-03 eta: 1:39:38 time: 0.5979 data_time: 0.0844 memory: 16132 grad_norm: 3.7482 loss: 1.5447 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.5447 2023/07/21 15:58:07 - mmengine - INFO - Epoch(train) [23][9060/9365] lr: 1.8245e-03 eta: 1:39:25 time: 0.5988 data_time: 0.0823 memory: 16132 grad_norm: 3.6687 loss: 1.4976 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4976 2023/07/21 15:58:19 - mmengine - INFO - Epoch(train) [23][9080/9365] lr: 1.8170e-03 eta: 1:39:13 time: 0.6040 data_time: 0.0976 memory: 16132 grad_norm: 3.7821 loss: 1.5628 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5628 2023/07/21 15:58:31 - mmengine - INFO - Epoch(train) [23][9100/9365] lr: 1.8095e-03 eta: 1:39:00 time: 0.5925 data_time: 0.0823 memory: 16132 grad_norm: 3.7762 loss: 1.6156 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.6156 2023/07/21 15:58:43 - mmengine - INFO - Epoch(train) [23][9120/9365] lr: 1.8020e-03 eta: 1:38:48 time: 0.6210 data_time: 0.0982 memory: 16132 grad_norm: 3.6632 loss: 1.6397 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6397 2023/07/21 15:58:55 - mmengine - INFO - Epoch(train) [23][9140/9365] lr: 1.7945e-03 eta: 1:38:36 time: 0.6109 data_time: 0.0806 memory: 16132 grad_norm: 3.6907 loss: 1.6673 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.6673 2023/07/21 15:59:08 - mmengine - INFO - Epoch(train) [23][9160/9365] lr: 1.7870e-03 eta: 1:38:23 time: 0.6220 data_time: 0.0783 memory: 16132 grad_norm: 3.7363 loss: 1.4907 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.4907 2023/07/21 15:59:20 - mmengine - INFO - Epoch(train) [23][9180/9365] lr: 1.7796e-03 eta: 1:38:11 time: 0.6164 data_time: 0.0884 memory: 16132 grad_norm: 3.7108 loss: 1.4659 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.4659 2023/07/21 15:59:32 - mmengine - INFO - Epoch(train) [23][9200/9365] lr: 1.7721e-03 eta: 1:37:59 time: 0.6117 data_time: 0.0706 memory: 16132 grad_norm: 3.6347 loss: 1.5390 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.5390 2023/07/21 15:59:45 - mmengine - INFO - Epoch(train) [23][9220/9365] lr: 1.7647e-03 eta: 1:37:46 time: 0.6209 data_time: 0.0757 memory: 16132 grad_norm: 3.7155 loss: 1.4910 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.4910 2023/07/21 15:59:58 - mmengine - INFO - Epoch(train) [23][9240/9365] lr: 1.7573e-03 eta: 1:37:34 time: 0.6253 data_time: 0.0818 memory: 16132 grad_norm: 3.6852 loss: 1.5023 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.5023 2023/07/21 16:00:09 - mmengine - INFO - Epoch(train) [23][9260/9365] lr: 1.7499e-03 eta: 1:37:22 time: 0.5846 data_time: 0.0837 memory: 16132 grad_norm: 3.7121 loss: 1.4325 top1_acc: 0.8125 top5_acc: 0.9062 loss_cls: 1.4325 2023/07/21 16:00:22 - mmengine - INFO - Epoch(train) [23][9280/9365] lr: 1.7426e-03 eta: 1:37:09 time: 0.6132 data_time: 0.0767 memory: 16132 grad_norm: 3.7323 loss: 1.5804 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.5804 2023/07/21 16:00:34 - mmengine - INFO - Epoch(train) [23][9300/9365] lr: 1.7352e-03 eta: 1:36:57 time: 0.5994 data_time: 0.0795 memory: 16132 grad_norm: 3.7140 loss: 1.4880 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.4880 2023/07/21 16:00:46 - mmengine - INFO - Epoch(train) [23][9320/9365] lr: 1.7279e-03 eta: 1:36:45 time: 0.6096 data_time: 0.0793 memory: 16132 grad_norm: 3.7067 loss: 1.6018 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.6018 2023/07/21 16:00:58 - mmengine - INFO - Epoch(train) [23][9340/9365] lr: 1.7205e-03 eta: 1:36:32 time: 0.5869 data_time: 0.0773 memory: 16132 grad_norm: 3.6384 loss: 1.3555 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.3555 2023/07/21 16:01:10 - mmengine - INFO - Epoch(train) [23][9360/9365] lr: 1.7132e-03 eta: 1:36:20 time: 0.5983 data_time: 0.0954 memory: 16132 grad_norm: 3.6175 loss: 1.4877 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.4877 2023/07/21 16:01:12 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 16:01:12 - mmengine - INFO - Epoch(train) [23][9365/9365] lr: 1.7114e-03 eta: 1:36:17 time: 0.5606 data_time: 0.0749 memory: 16132 grad_norm: 3.6336 loss: 1.4880 top1_acc: 0.7917 top5_acc: 0.8750 loss_cls: 1.4880 2023/07/21 16:01:12 - mmengine - INFO - Saving checkpoint at 23 epochs 2023/07/21 16:01:30 - mmengine - INFO - Epoch(val) [23][20/78] eta: 0:00:47 time: 0.8216 data_time: 0.5367 memory: 3721 2023/07/21 16:01:42 - mmengine - INFO - Epoch(val) [23][40/78] eta: 0:00:27 time: 0.6176 data_time: 0.3282 memory: 3721 2023/07/21 16:01:54 - mmengine - INFO - Epoch(val) [23][60/78] eta: 0:00:12 time: 0.5939 data_time: 0.3203 memory: 3721 2023/07/21 16:02:04 - mmengine - INFO - Epoch(val) [23][78/78] acc/top1: 0.4565 acc/top5: 0.7056 acc/mean1: 0.4562 data_time: 0.3343 time: 0.6051 2023/07/21 16:02:04 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/daiwenxun/mmlab/mmaction2/work_dirs/slowonly_r50_8xb32-u48-240e_k400-keypoint/best_acc_top1_epoch_22.pth is removed 2023/07/21 16:02:05 - mmengine - INFO - The best checkpoint with 0.4565 acc/top1 at 23 epoch is saved to best_acc_top1_epoch_23.pth. 2023/07/21 16:02:26 - mmengine - INFO - Epoch(train) [24][ 20/9365] lr: 1.7041e-03 eta: 1:36:05 time: 1.0274 data_time: 0.3532 memory: 16132 grad_norm: 3.6752 loss: 1.6262 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.6262 2023/07/21 16:02:38 - mmengine - INFO - Epoch(train) [24][ 40/9365] lr: 1.6968e-03 eta: 1:35:53 time: 0.5946 data_time: 0.0922 memory: 16132 grad_norm: 3.5783 loss: 1.4892 top1_acc: 0.7188 top5_acc: 0.8125 loss_cls: 1.4892 2023/07/21 16:02:50 - mmengine - INFO - Epoch(train) [24][ 60/9365] lr: 1.6896e-03 eta: 1:35:40 time: 0.6319 data_time: 0.0761 memory: 16132 grad_norm: 3.7779 loss: 1.4917 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.4917 2023/07/21 16:03:03 - mmengine - INFO - Epoch(train) [24][ 80/9365] lr: 1.6823e-03 eta: 1:35:28 time: 0.6263 data_time: 0.0777 memory: 16132 grad_norm: 3.5989 loss: 1.4911 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.4911 2023/07/21 16:03:15 - mmengine - INFO - Epoch(train) [24][ 100/9365] lr: 1.6751e-03 eta: 1:35:16 time: 0.5995 data_time: 0.1013 memory: 16132 grad_norm: 3.6328 loss: 1.4864 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.4864 2023/07/21 16:03:27 - mmengine - INFO - Epoch(train) [24][ 120/9365] lr: 1.6679e-03 eta: 1:35:03 time: 0.6066 data_time: 0.0898 memory: 16132 grad_norm: 3.6288 loss: 1.4501 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.4501 2023/07/21 16:03:40 - mmengine - INFO - Epoch(train) [24][ 140/9365] lr: 1.6607e-03 eta: 1:34:51 time: 0.6158 data_time: 0.0806 memory: 16132 grad_norm: 3.6991 loss: 1.5147 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.5147 2023/07/21 16:03:52 - mmengine - INFO - Epoch(train) [24][ 160/9365] lr: 1.6535e-03 eta: 1:34:39 time: 0.6118 data_time: 0.0773 memory: 16132 grad_norm: 3.6685 loss: 1.3861 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.3861 2023/07/21 16:04:04 - mmengine - INFO - Epoch(train) [24][ 180/9365] lr: 1.6463e-03 eta: 1:34:26 time: 0.5949 data_time: 0.0765 memory: 16132 grad_norm: 3.6749 loss: 1.4294 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.4294 2023/07/21 16:04:16 - mmengine - INFO - Epoch(train) [24][ 200/9365] lr: 1.6392e-03 eta: 1:34:14 time: 0.6055 data_time: 0.1067 memory: 16132 grad_norm: 3.6658 loss: 1.4433 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 1.4433 2023/07/21 16:04:28 - mmengine - INFO - Epoch(train) [24][ 220/9365] lr: 1.6320e-03 eta: 1:34:02 time: 0.6141 data_time: 0.0800 memory: 16132 grad_norm: 3.7143 loss: 1.4423 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.4423 2023/07/21 16:04:41 - mmengine - INFO - Epoch(train) [24][ 240/9365] lr: 1.6249e-03 eta: 1:33:49 time: 0.6281 data_time: 0.1068 memory: 16132 grad_norm: 3.6536 loss: 1.5855 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5855 2023/07/21 16:04:53 - mmengine - INFO - Epoch(train) [24][ 260/9365] lr: 1.6178e-03 eta: 1:33:37 time: 0.6094 data_time: 0.0818 memory: 16132 grad_norm: 3.7560 loss: 1.4117 top1_acc: 0.5312 top5_acc: 0.9062 loss_cls: 1.4117 2023/07/21 16:05:06 - mmengine - INFO - Epoch(train) [24][ 280/9365] lr: 1.6107e-03 eta: 1:33:25 time: 0.6297 data_time: 0.0752 memory: 16132 grad_norm: 3.6868 loss: 1.5118 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.5118 2023/07/21 16:05:19 - mmengine - INFO - Epoch(train) [24][ 300/9365] lr: 1.6037e-03 eta: 1:33:12 time: 0.6450 data_time: 0.0822 memory: 16132 grad_norm: 3.6960 loss: 1.5208 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.5208 2023/07/21 16:05:31 - mmengine - INFO - Epoch(train) [24][ 320/9365] lr: 1.5966e-03 eta: 1:33:00 time: 0.6070 data_time: 0.0780 memory: 16132 grad_norm: 3.6913 loss: 1.4443 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 1.4443 2023/07/21 16:05:43 - mmengine - INFO - Epoch(train) [24][ 340/9365] lr: 1.5896e-03 eta: 1:32:48 time: 0.6053 data_time: 0.1064 memory: 16132 grad_norm: 3.7763 loss: 1.5865 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.5865 2023/07/21 16:05:56 - mmengine - INFO - Epoch(train) [24][ 360/9365] lr: 1.5825e-03 eta: 1:32:35 time: 0.6308 data_time: 0.0857 memory: 16132 grad_norm: 3.7035 loss: 1.6114 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.6114 2023/07/21 16:06:08 - mmengine - INFO - Epoch(train) [24][ 380/9365] lr: 1.5755e-03 eta: 1:32:23 time: 0.6375 data_time: 0.0837 memory: 16132 grad_norm: 3.7225 loss: 1.4882 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.4882 2023/07/21 16:06:21 - mmengine - INFO - Epoch(train) [24][ 400/9365] lr: 1.5685e-03 eta: 1:32:11 time: 0.6049 data_time: 0.0791 memory: 16132 grad_norm: 3.6316 loss: 1.4769 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.4769 2023/07/21 16:06:34 - mmengine - INFO - Epoch(train) [24][ 420/9365] lr: 1.5615e-03 eta: 1:31:58 time: 0.6557 data_time: 0.0825 memory: 16132 grad_norm: 3.7655 loss: 1.7183 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.7183 2023/07/21 16:06:46 - mmengine - INFO - Epoch(train) [24][ 440/9365] lr: 1.5546e-03 eta: 1:31:46 time: 0.6226 data_time: 0.0789 memory: 16132 grad_norm: 3.6768 loss: 1.4978 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4978 2023/07/21 16:06:59 - mmengine - INFO - Epoch(train) [24][ 460/9365] lr: 1.5476e-03 eta: 1:31:34 time: 0.6274 data_time: 0.0772 memory: 16132 grad_norm: 3.6420 loss: 1.4559 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.4559 2023/07/21 16:07:11 - mmengine - INFO - Epoch(train) [24][ 480/9365] lr: 1.5407e-03 eta: 1:31:21 time: 0.5967 data_time: 0.0884 memory: 16132 grad_norm: 3.6991 loss: 1.5793 top1_acc: 0.7812 top5_acc: 0.8438 loss_cls: 1.5793 2023/07/21 16:07:23 - mmengine - INFO - Epoch(train) [24][ 500/9365] lr: 1.5338e-03 eta: 1:31:09 time: 0.6117 data_time: 0.0881 memory: 16132 grad_norm: 3.6962 loss: 1.4193 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.4193 2023/07/21 16:07:35 - mmengine - INFO - Epoch(train) [24][ 520/9365] lr: 1.5269e-03 eta: 1:30:57 time: 0.6066 data_time: 0.0831 memory: 16132 grad_norm: 3.7085 loss: 1.5442 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.5442 2023/07/21 16:07:47 - mmengine - INFO - Epoch(train) [24][ 540/9365] lr: 1.5200e-03 eta: 1:30:44 time: 0.5997 data_time: 0.0834 memory: 16132 grad_norm: 3.8269 loss: 1.5873 top1_acc: 0.6562 top5_acc: 0.9375 loss_cls: 1.5873 2023/07/21 16:07:59 - mmengine - INFO - Epoch(train) [24][ 560/9365] lr: 1.5131e-03 eta: 1:30:32 time: 0.5896 data_time: 0.0899 memory: 16132 grad_norm: 3.7281 loss: 1.3839 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.3839 2023/07/21 16:08:12 - mmengine - INFO - Epoch(train) [24][ 580/9365] lr: 1.5063e-03 eta: 1:30:19 time: 0.6347 data_time: 0.0744 memory: 16132 grad_norm: 3.7264 loss: 1.4885 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.4885 2023/07/21 16:08:24 - mmengine - INFO - Epoch(train) [24][ 600/9365] lr: 1.4994e-03 eta: 1:30:07 time: 0.6052 data_time: 0.0980 memory: 16132 grad_norm: 3.6809 loss: 1.4397 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.4397 2023/07/21 16:08:27 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 16:08:36 - mmengine - INFO - Epoch(train) [24][ 620/9365] lr: 1.4926e-03 eta: 1:29:55 time: 0.6160 data_time: 0.0780 memory: 16132 grad_norm: 3.6698 loss: 1.5227 top1_acc: 0.6875 top5_acc: 0.9688 loss_cls: 1.5227 2023/07/21 16:08:49 - mmengine - INFO - Epoch(train) [24][ 640/9365] lr: 1.4858e-03 eta: 1:29:42 time: 0.6243 data_time: 0.0978 memory: 16132 grad_norm: 3.7087 loss: 1.3753 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.3753 2023/07/21 16:09:01 - mmengine - INFO - Epoch(train) [24][ 660/9365] lr: 1.4790e-03 eta: 1:29:30 time: 0.6210 data_time: 0.0789 memory: 16132 grad_norm: 3.6585 loss: 1.5775 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.5775 2023/07/21 16:09:14 - mmengine - INFO - Epoch(train) [24][ 680/9365] lr: 1.4722e-03 eta: 1:29:18 time: 0.6262 data_time: 0.1021 memory: 16132 grad_norm: 3.7463 loss: 1.7177 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 1.7177 2023/07/21 16:09:26 - mmengine - INFO - Epoch(train) [24][ 700/9365] lr: 1.4654e-03 eta: 1:29:05 time: 0.6015 data_time: 0.0708 memory: 16132 grad_norm: 3.7522 loss: 1.4344 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.4344 2023/07/21 16:09:39 - mmengine - INFO - Epoch(train) [24][ 720/9365] lr: 1.4587e-03 eta: 1:28:53 time: 0.6243 data_time: 0.0807 memory: 16132 grad_norm: 3.7386 loss: 1.4895 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 1.4895 2023/07/21 16:09:51 - mmengine - INFO - Epoch(train) [24][ 740/9365] lr: 1.4520e-03 eta: 1:28:41 time: 0.6259 data_time: 0.1433 memory: 16132 grad_norm: 3.6805 loss: 1.4817 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4817 2023/07/21 16:10:04 - mmengine - INFO - Epoch(train) [24][ 760/9365] lr: 1.4452e-03 eta: 1:28:28 time: 0.6202 data_time: 0.0752 memory: 16132 grad_norm: 3.7202 loss: 1.5269 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.5269 2023/07/21 16:10:15 - mmengine - INFO - Epoch(train) [24][ 780/9365] lr: 1.4385e-03 eta: 1:28:16 time: 0.5926 data_time: 0.0791 memory: 16132 grad_norm: 3.7467 loss: 1.6067 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6067 2023/07/21 16:10:28 - mmengine - INFO - Epoch(train) [24][ 800/9365] lr: 1.4319e-03 eta: 1:28:04 time: 0.6010 data_time: 0.0686 memory: 16132 grad_norm: 3.7093 loss: 1.6256 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.6256 2023/07/21 16:10:40 - mmengine - INFO - Epoch(train) [24][ 820/9365] lr: 1.4252e-03 eta: 1:27:51 time: 0.6270 data_time: 0.0715 memory: 16132 grad_norm: 3.7464 loss: 1.4688 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 1.4688 2023/07/21 16:10:52 - mmengine - INFO - Epoch(train) [24][ 840/9365] lr: 1.4185e-03 eta: 1:27:39 time: 0.5901 data_time: 0.0725 memory: 16132 grad_norm: 3.7793 loss: 1.4584 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.4584 2023/07/21 16:11:05 - mmengine - INFO - Epoch(train) [24][ 860/9365] lr: 1.4119e-03 eta: 1:27:27 time: 0.6265 data_time: 0.0844 memory: 16132 grad_norm: 3.8023 loss: 1.5155 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.5155 2023/07/21 16:11:17 - mmengine - INFO - Epoch(train) [24][ 880/9365] lr: 1.4053e-03 eta: 1:27:14 time: 0.6022 data_time: 0.0726 memory: 16132 grad_norm: 3.6860 loss: 1.5024 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.5024 2023/07/21 16:11:29 - mmengine - INFO - Epoch(train) [24][ 900/9365] lr: 1.3987e-03 eta: 1:27:02 time: 0.6099 data_time: 0.0785 memory: 16132 grad_norm: 3.6447 loss: 1.5147 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.5147 2023/07/21 16:11:42 - mmengine - INFO - Epoch(train) [24][ 920/9365] lr: 1.3921e-03 eta: 1:26:50 time: 0.6525 data_time: 0.0784 memory: 16132 grad_norm: 3.7113 loss: 1.5643 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.5643 2023/07/21 16:11:55 - mmengine - INFO - Epoch(train) [24][ 940/9365] lr: 1.3855e-03 eta: 1:26:37 time: 0.6272 data_time: 0.0827 memory: 16132 grad_norm: 3.7646 loss: 1.5061 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.5061 2023/07/21 16:12:07 - mmengine - INFO - Epoch(train) [24][ 960/9365] lr: 1.3789e-03 eta: 1:26:25 time: 0.6200 data_time: 0.0819 memory: 16132 grad_norm: 3.7708 loss: 1.5332 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.5332 2023/07/21 16:12:19 - mmengine - INFO - Epoch(train) [24][ 980/9365] lr: 1.3724e-03 eta: 1:26:13 time: 0.6144 data_time: 0.0802 memory: 16132 grad_norm: 3.7669 loss: 1.6356 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6356 2023/07/21 16:12:31 - mmengine - INFO - Epoch(train) [24][1000/9365] lr: 1.3658e-03 eta: 1:26:00 time: 0.5959 data_time: 0.0836 memory: 16132 grad_norm: 3.7127 loss: 1.4945 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4945 2023/07/21 16:12:44 - mmengine - INFO - Epoch(train) [24][1020/9365] lr: 1.3593e-03 eta: 1:25:48 time: 0.6448 data_time: 0.0850 memory: 16132 grad_norm: 3.7926 loss: 1.6768 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.6768 2023/07/21 16:12:56 - mmengine - INFO - Epoch(train) [24][1040/9365] lr: 1.3528e-03 eta: 1:25:36 time: 0.6021 data_time: 0.0943 memory: 16132 grad_norm: 3.6771 loss: 1.3366 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3366 2023/07/21 16:13:08 - mmengine - INFO - Epoch(train) [24][1060/9365] lr: 1.3463e-03 eta: 1:25:23 time: 0.5982 data_time: 0.0825 memory: 16132 grad_norm: 3.7431 loss: 1.5935 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5935 2023/07/21 16:13:21 - mmengine - INFO - Epoch(train) [24][1080/9365] lr: 1.3399e-03 eta: 1:25:11 time: 0.6506 data_time: 0.0992 memory: 16132 grad_norm: 3.6965 loss: 1.5056 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5056 2023/07/21 16:13:33 - mmengine - INFO - Epoch(train) [24][1100/9365] lr: 1.3334e-03 eta: 1:24:59 time: 0.5863 data_time: 0.0754 memory: 16132 grad_norm: 3.7038 loss: 1.5519 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.5519 2023/07/21 16:13:46 - mmengine - INFO - Epoch(train) [24][1120/9365] lr: 1.3270e-03 eta: 1:24:46 time: 0.6381 data_time: 0.0779 memory: 16132 grad_norm: 3.7721 loss: 1.4480 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4480 2023/07/21 16:13:58 - mmengine - INFO - Epoch(train) [24][1140/9365] lr: 1.3206e-03 eta: 1:24:34 time: 0.6022 data_time: 0.0804 memory: 16132 grad_norm: 3.7085 loss: 1.5052 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.5052 2023/07/21 16:14:11 - mmengine - INFO - Epoch(train) [24][1160/9365] lr: 1.3142e-03 eta: 1:24:22 time: 0.6216 data_time: 0.0824 memory: 16132 grad_norm: 3.6978 loss: 1.4415 top1_acc: 0.7188 top5_acc: 0.9688 loss_cls: 1.4415 2023/07/21 16:14:23 - mmengine - INFO - Epoch(train) [24][1180/9365] lr: 1.3078e-03 eta: 1:24:09 time: 0.6040 data_time: 0.0787 memory: 16132 grad_norm: 3.7749 loss: 1.6435 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.6435 2023/07/21 16:14:35 - mmengine - INFO - Epoch(train) [24][1200/9365] lr: 1.3014e-03 eta: 1:23:57 time: 0.5935 data_time: 0.1025 memory: 16132 grad_norm: 3.7388 loss: 1.4011 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.4011 2023/07/21 16:14:47 - mmengine - INFO - Epoch(train) [24][1220/9365] lr: 1.2950e-03 eta: 1:23:45 time: 0.6166 data_time: 0.0746 memory: 16132 grad_norm: 3.7706 loss: 1.4484 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4484 2023/07/21 16:15:00 - mmengine - INFO - Epoch(train) [24][1240/9365] lr: 1.2887e-03 eta: 1:23:32 time: 0.6263 data_time: 0.0871 memory: 16132 grad_norm: 3.7042 loss: 1.4811 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 1.4811 2023/07/21 16:15:11 - mmengine - INFO - Epoch(train) [24][1260/9365] lr: 1.2824e-03 eta: 1:23:20 time: 0.5912 data_time: 0.0956 memory: 16132 grad_norm: 3.7242 loss: 1.5349 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.5349 2023/07/21 16:15:24 - mmengine - INFO - Epoch(train) [24][1280/9365] lr: 1.2760e-03 eta: 1:23:08 time: 0.6361 data_time: 0.0848 memory: 16132 grad_norm: 3.7245 loss: 1.4963 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4963 2023/07/21 16:15:37 - mmengine - INFO - Epoch(train) [24][1300/9365] lr: 1.2697e-03 eta: 1:22:55 time: 0.6207 data_time: 0.0924 memory: 16132 grad_norm: 3.7619 loss: 1.4259 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.4259 2023/07/21 16:15:49 - mmengine - INFO - Epoch(train) [24][1320/9365] lr: 1.2635e-03 eta: 1:22:43 time: 0.6206 data_time: 0.1221 memory: 16132 grad_norm: 3.6974 loss: 1.5698 top1_acc: 0.5000 top5_acc: 0.9062 loss_cls: 1.5698 2023/07/21 16:16:02 - mmengine - INFO - Epoch(train) [24][1340/9365] lr: 1.2572e-03 eta: 1:22:31 time: 0.6279 data_time: 0.0864 memory: 16132 grad_norm: 3.6920 loss: 1.3253 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.3253 2023/07/21 16:16:14 - mmengine - INFO - Epoch(train) [24][1360/9365] lr: 1.2509e-03 eta: 1:22:18 time: 0.6258 data_time: 0.0862 memory: 16132 grad_norm: 3.7552 loss: 1.4926 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4926 2023/07/21 16:16:27 - mmengine - INFO - Epoch(train) [24][1380/9365] lr: 1.2447e-03 eta: 1:22:06 time: 0.6163 data_time: 0.0874 memory: 16132 grad_norm: 3.7533 loss: 1.5050 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.5050 2023/07/21 16:16:39 - mmengine - INFO - Epoch(train) [24][1400/9365] lr: 1.2385e-03 eta: 1:21:54 time: 0.6097 data_time: 0.0856 memory: 16132 grad_norm: 3.7631 loss: 1.5749 top1_acc: 0.7812 top5_acc: 0.8125 loss_cls: 1.5749 2023/07/21 16:16:51 - mmengine - INFO - Epoch(train) [24][1420/9365] lr: 1.2323e-03 eta: 1:21:41 time: 0.5958 data_time: 0.0893 memory: 16132 grad_norm: 3.7347 loss: 1.4475 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.4475 2023/07/21 16:17:04 - mmengine - INFO - Epoch(train) [24][1440/9365] lr: 1.2261e-03 eta: 1:21:29 time: 0.6333 data_time: 0.0843 memory: 16132 grad_norm: 3.8133 loss: 1.5205 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5205 2023/07/21 16:17:16 - mmengine - INFO - Epoch(train) [24][1460/9365] lr: 1.2199e-03 eta: 1:21:16 time: 0.6066 data_time: 0.0992 memory: 16132 grad_norm: 3.7746 loss: 1.5740 top1_acc: 0.6562 top5_acc: 0.7500 loss_cls: 1.5740 2023/07/21 16:17:28 - mmengine - INFO - Epoch(train) [24][1480/9365] lr: 1.2138e-03 eta: 1:21:04 time: 0.5880 data_time: 0.1050 memory: 16132 grad_norm: 3.7744 loss: 1.4136 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.4136 2023/07/21 16:17:41 - mmengine - INFO - Epoch(train) [24][1500/9365] lr: 1.2076e-03 eta: 1:20:52 time: 0.6585 data_time: 0.0880 memory: 16132 grad_norm: 3.7432 loss: 1.4685 top1_acc: 0.7188 top5_acc: 0.8125 loss_cls: 1.4685 2023/07/21 16:17:53 - mmengine - INFO - Epoch(train) [24][1520/9365] lr: 1.2015e-03 eta: 1:20:39 time: 0.6022 data_time: 0.0856 memory: 16132 grad_norm: 3.8012 loss: 1.5758 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.5758 2023/07/21 16:18:05 - mmengine - INFO - Epoch(train) [24][1540/9365] lr: 1.1954e-03 eta: 1:20:27 time: 0.6228 data_time: 0.0752 memory: 16132 grad_norm: 3.7561 loss: 1.5970 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.5970 2023/07/21 16:18:17 - mmengine - INFO - Epoch(train) [24][1560/9365] lr: 1.1893e-03 eta: 1:20:15 time: 0.5786 data_time: 0.0899 memory: 16132 grad_norm: 3.7371 loss: 1.4977 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.4977 2023/07/21 16:18:30 - mmengine - INFO - Epoch(train) [24][1580/9365] lr: 1.1832e-03 eta: 1:20:02 time: 0.6362 data_time: 0.0804 memory: 16132 grad_norm: 3.6797 loss: 1.4703 top1_acc: 0.4688 top5_acc: 0.6562 loss_cls: 1.4703 2023/07/21 16:18:42 - mmengine - INFO - Epoch(train) [24][1600/9365] lr: 1.1771e-03 eta: 1:19:50 time: 0.6112 data_time: 0.0759 memory: 16132 grad_norm: 3.7479 loss: 1.4364 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.4364 2023/07/21 16:18:45 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 16:18:55 - mmengine - INFO - Epoch(train) [24][1620/9365] lr: 1.1711e-03 eta: 1:19:38 time: 0.6315 data_time: 0.1174 memory: 16132 grad_norm: 3.6966 loss: 1.4431 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4431 2023/07/21 16:19:07 - mmengine - INFO - Epoch(train) [24][1640/9365] lr: 1.1651e-03 eta: 1:19:25 time: 0.6025 data_time: 0.0781 memory: 16132 grad_norm: 3.7285 loss: 1.4507 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.4507 2023/07/21 16:19:19 - mmengine - INFO - Epoch(train) [24][1660/9365] lr: 1.1590e-03 eta: 1:19:13 time: 0.6109 data_time: 0.0742 memory: 16132 grad_norm: 3.6844 loss: 1.3961 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.3961 2023/07/21 16:19:31 - mmengine - INFO - Epoch(train) [24][1680/9365] lr: 1.1530e-03 eta: 1:19:01 time: 0.6079 data_time: 0.0865 memory: 16132 grad_norm: 3.7196 loss: 1.6022 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.6022 2023/07/21 16:19:43 - mmengine - INFO - Epoch(train) [24][1700/9365] lr: 1.1471e-03 eta: 1:18:48 time: 0.6014 data_time: 0.0783 memory: 16132 grad_norm: 3.8371 loss: 1.5575 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.5575 2023/07/21 16:19:56 - mmengine - INFO - Epoch(train) [24][1720/9365] lr: 1.1411e-03 eta: 1:18:36 time: 0.6354 data_time: 0.0809 memory: 16132 grad_norm: 3.8059 loss: 1.4134 top1_acc: 0.7812 top5_acc: 0.9375 loss_cls: 1.4134 2023/07/21 16:20:08 - mmengine - INFO - Epoch(train) [24][1740/9365] lr: 1.1351e-03 eta: 1:18:24 time: 0.5961 data_time: 0.0916 memory: 16132 grad_norm: 3.7565 loss: 1.4475 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4475 2023/07/21 16:20:21 - mmengine - INFO - Epoch(train) [24][1760/9365] lr: 1.1292e-03 eta: 1:18:11 time: 0.6205 data_time: 0.0754 memory: 16132 grad_norm: 3.8002 loss: 1.5313 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.5313 2023/07/21 16:20:33 - mmengine - INFO - Epoch(train) [24][1780/9365] lr: 1.1233e-03 eta: 1:17:59 time: 0.6247 data_time: 0.0851 memory: 16132 grad_norm: 3.8273 loss: 1.5639 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 1.5639 2023/07/21 16:20:45 - mmengine - INFO - Epoch(train) [24][1800/9365] lr: 1.1174e-03 eta: 1:17:47 time: 0.6037 data_time: 0.0784 memory: 16132 grad_norm: 3.7661 loss: 1.5803 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.5803 2023/07/21 16:20:58 - mmengine - INFO - Epoch(train) [24][1820/9365] lr: 1.1115e-03 eta: 1:17:34 time: 0.6299 data_time: 0.0880 memory: 16132 grad_norm: 3.8278 loss: 1.4988 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.4988 2023/07/21 16:21:10 - mmengine - INFO - Epoch(train) [24][1840/9365] lr: 1.1056e-03 eta: 1:17:22 time: 0.6034 data_time: 0.0867 memory: 16132 grad_norm: 3.7848 loss: 1.5066 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5066 2023/07/21 16:21:22 - mmengine - INFO - Epoch(train) [24][1860/9365] lr: 1.0997e-03 eta: 1:17:10 time: 0.6206 data_time: 0.0725 memory: 16132 grad_norm: 3.7305 loss: 1.4874 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.4874 2023/07/21 16:21:34 - mmengine - INFO - Epoch(train) [24][1880/9365] lr: 1.0939e-03 eta: 1:16:57 time: 0.5986 data_time: 0.0799 memory: 16132 grad_norm: 3.8074 loss: 1.5681 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5681 2023/07/21 16:21:47 - mmengine - INFO - Epoch(train) [24][1900/9365] lr: 1.0880e-03 eta: 1:16:45 time: 0.6295 data_time: 0.1214 memory: 16132 grad_norm: 3.7035 loss: 1.3547 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.3547 2023/07/21 16:21:59 - mmengine - INFO - Epoch(train) [24][1920/9365] lr: 1.0822e-03 eta: 1:16:33 time: 0.6112 data_time: 0.0807 memory: 16132 grad_norm: 3.6839 loss: 1.4601 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.4601 2023/07/21 16:22:12 - mmengine - INFO - Epoch(train) [24][1940/9365] lr: 1.0764e-03 eta: 1:16:20 time: 0.6401 data_time: 0.0942 memory: 16132 grad_norm: 3.8081 loss: 1.5406 top1_acc: 0.7812 top5_acc: 0.8125 loss_cls: 1.5406 2023/07/21 16:22:24 - mmengine - INFO - Epoch(train) [24][1960/9365] lr: 1.0706e-03 eta: 1:16:08 time: 0.6032 data_time: 0.0886 memory: 16132 grad_norm: 3.7168 loss: 1.4043 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.4043 2023/07/21 16:22:37 - mmengine - INFO - Epoch(train) [24][1980/9365] lr: 1.0649e-03 eta: 1:15:56 time: 0.6184 data_time: 0.0775 memory: 16132 grad_norm: 3.7448 loss: 1.5472 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.5472 2023/07/21 16:22:48 - mmengine - INFO - Epoch(train) [24][2000/9365] lr: 1.0591e-03 eta: 1:15:43 time: 0.5811 data_time: 0.0840 memory: 16132 grad_norm: 3.7253 loss: 1.4404 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4404 2023/07/21 16:23:00 - mmengine - INFO - Epoch(train) [24][2020/9365] lr: 1.0534e-03 eta: 1:15:31 time: 0.5991 data_time: 0.1068 memory: 16132 grad_norm: 3.8691 loss: 1.3616 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3616 2023/07/21 16:23:13 - mmengine - INFO - Epoch(train) [24][2040/9365] lr: 1.0476e-03 eta: 1:15:19 time: 0.6091 data_time: 0.0972 memory: 16132 grad_norm: 3.7487 loss: 1.5814 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.5814 2023/07/21 16:23:25 - mmengine - INFO - Epoch(train) [24][2060/9365] lr: 1.0419e-03 eta: 1:15:06 time: 0.6257 data_time: 0.0804 memory: 16132 grad_norm: 3.7469 loss: 1.3530 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.3530 2023/07/21 16:23:38 - mmengine - INFO - Epoch(train) [24][2080/9365] lr: 1.0363e-03 eta: 1:14:54 time: 0.6165 data_time: 0.0823 memory: 16132 grad_norm: 3.7377 loss: 1.4780 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.4780 2023/07/21 16:23:50 - mmengine - INFO - Epoch(train) [24][2100/9365] lr: 1.0306e-03 eta: 1:14:42 time: 0.6192 data_time: 0.0814 memory: 16132 grad_norm: 3.7340 loss: 1.4739 top1_acc: 0.4688 top5_acc: 0.7812 loss_cls: 1.4739 2023/07/21 16:24:02 - mmengine - INFO - Epoch(train) [24][2120/9365] lr: 1.0249e-03 eta: 1:14:29 time: 0.6240 data_time: 0.0779 memory: 16132 grad_norm: 3.7519 loss: 1.3993 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.3993 2023/07/21 16:24:14 - mmengine - INFO - Epoch(train) [24][2140/9365] lr: 1.0193e-03 eta: 1:14:17 time: 0.5951 data_time: 0.0818 memory: 16132 grad_norm: 3.7219 loss: 1.4073 top1_acc: 0.7812 top5_acc: 0.9062 loss_cls: 1.4073 2023/07/21 16:24:27 - mmengine - INFO - Epoch(train) [24][2160/9365] lr: 1.0136e-03 eta: 1:14:05 time: 0.6446 data_time: 0.0805 memory: 16132 grad_norm: 3.7634 loss: 1.4731 top1_acc: 0.8125 top5_acc: 0.9688 loss_cls: 1.4731 2023/07/21 16:24:39 - mmengine - INFO - Epoch(train) [24][2180/9365] lr: 1.0080e-03 eta: 1:13:52 time: 0.5928 data_time: 0.0884 memory: 16132 grad_norm: 3.7590 loss: 1.4318 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.4318 2023/07/21 16:24:52 - mmengine - INFO - Epoch(train) [24][2200/9365] lr: 1.0024e-03 eta: 1:13:40 time: 0.6098 data_time: 0.1107 memory: 16132 grad_norm: 3.7226 loss: 1.3855 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.3855 2023/07/21 16:25:04 - mmengine - INFO - Epoch(train) [24][2220/9365] lr: 9.9684e-04 eta: 1:13:27 time: 0.6059 data_time: 0.0859 memory: 16132 grad_norm: 3.7714 loss: 1.5383 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.5383 2023/07/21 16:25:16 - mmengine - INFO - Epoch(train) [24][2240/9365] lr: 9.9128e-04 eta: 1:13:15 time: 0.6128 data_time: 0.0819 memory: 16132 grad_norm: 3.7345 loss: 1.4904 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.4904 2023/07/21 16:25:28 - mmengine - INFO - Epoch(train) [24][2260/9365] lr: 9.8572e-04 eta: 1:13:03 time: 0.6031 data_time: 0.0950 memory: 16132 grad_norm: 3.8095 loss: 1.4604 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.4604 2023/07/21 16:25:41 - mmengine - INFO - Epoch(train) [24][2280/9365] lr: 9.8019e-04 eta: 1:12:50 time: 0.6196 data_time: 0.0863 memory: 16132 grad_norm: 3.7524 loss: 1.3814 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3814 2023/07/21 16:25:53 - mmengine - INFO - Epoch(train) [24][2300/9365] lr: 9.7467e-04 eta: 1:12:38 time: 0.6144 data_time: 0.0792 memory: 16132 grad_norm: 3.7894 loss: 1.6512 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.6512 2023/07/21 16:26:05 - mmengine - INFO - Epoch(train) [24][2320/9365] lr: 9.6916e-04 eta: 1:12:26 time: 0.5878 data_time: 0.0853 memory: 16132 grad_norm: 3.8090 loss: 1.4761 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.4761 2023/07/21 16:26:17 - mmengine - INFO - Epoch(train) [24][2340/9365] lr: 9.6367e-04 eta: 1:12:13 time: 0.6013 data_time: 0.0821 memory: 16132 grad_norm: 3.7997 loss: 1.5704 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.5704 2023/07/21 16:26:29 - mmengine - INFO - Epoch(train) [24][2360/9365] lr: 9.5820e-04 eta: 1:12:01 time: 0.6076 data_time: 0.0811 memory: 16132 grad_norm: 3.8153 loss: 1.4795 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.4795 2023/07/21 16:26:41 - mmengine - INFO - Epoch(train) [24][2380/9365] lr: 9.5274e-04 eta: 1:11:49 time: 0.6196 data_time: 0.0880 memory: 16132 grad_norm: 3.7601 loss: 1.4361 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.4361 2023/07/21 16:26:53 - mmengine - INFO - Epoch(train) [24][2400/9365] lr: 9.4730e-04 eta: 1:11:36 time: 0.6025 data_time: 0.0983 memory: 16132 grad_norm: 3.7736 loss: 1.5641 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5641 2023/07/21 16:27:06 - mmengine - INFO - Epoch(train) [24][2420/9365] lr: 9.4187e-04 eta: 1:11:24 time: 0.6039 data_time: 0.0902 memory: 16132 grad_norm: 3.7152 loss: 1.4180 top1_acc: 0.7500 top5_acc: 0.8438 loss_cls: 1.4180 2023/07/21 16:27:18 - mmengine - INFO - Epoch(train) [24][2440/9365] lr: 9.3646e-04 eta: 1:11:12 time: 0.6205 data_time: 0.0823 memory: 16132 grad_norm: 3.7635 loss: 1.4630 top1_acc: 0.7812 top5_acc: 0.9375 loss_cls: 1.4630 2023/07/21 16:27:30 - mmengine - INFO - Epoch(train) [24][2460/9365] lr: 9.3106e-04 eta: 1:10:59 time: 0.6072 data_time: 0.0792 memory: 16132 grad_norm: 3.7624 loss: 1.6034 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.6034 2023/07/21 16:27:43 - mmengine - INFO - Epoch(train) [24][2480/9365] lr: 9.2568e-04 eta: 1:10:47 time: 0.6237 data_time: 0.0839 memory: 16132 grad_norm: 3.7195 loss: 1.3656 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 1.3656 2023/07/21 16:27:55 - mmengine - INFO - Epoch(train) [24][2500/9365] lr: 9.2031e-04 eta: 1:10:35 time: 0.6033 data_time: 0.0895 memory: 16132 grad_norm: 3.8204 loss: 1.5308 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5308 2023/07/21 16:28:07 - mmengine - INFO - Epoch(train) [24][2520/9365] lr: 9.1496e-04 eta: 1:10:22 time: 0.6025 data_time: 0.0868 memory: 16132 grad_norm: 3.7927 loss: 1.3782 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.3782 2023/07/21 16:28:19 - mmengine - INFO - Epoch(train) [24][2540/9365] lr: 9.0963e-04 eta: 1:10:10 time: 0.6166 data_time: 0.0874 memory: 16132 grad_norm: 3.7633 loss: 1.4234 top1_acc: 0.6562 top5_acc: 0.9375 loss_cls: 1.4234 2023/07/21 16:28:32 - mmengine - INFO - Epoch(train) [24][2560/9365] lr: 9.0431e-04 eta: 1:09:58 time: 0.6084 data_time: 0.0947 memory: 16132 grad_norm: 3.7131 loss: 1.5036 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.5036 2023/07/21 16:28:44 - mmengine - INFO - Epoch(train) [24][2580/9365] lr: 8.9901e-04 eta: 1:09:45 time: 0.6138 data_time: 0.0784 memory: 16132 grad_norm: 3.8305 loss: 1.4311 top1_acc: 0.8125 top5_acc: 0.9062 loss_cls: 1.4311 2023/07/21 16:28:56 - mmengine - INFO - Epoch(train) [24][2600/9365] lr: 8.9372e-04 eta: 1:09:33 time: 0.6203 data_time: 0.0920 memory: 16132 grad_norm: 3.7556 loss: 1.5221 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.5221 2023/07/21 16:28:59 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 16:29:09 - mmengine - INFO - Epoch(train) [24][2620/9365] lr: 8.8845e-04 eta: 1:09:21 time: 0.6129 data_time: 0.0968 memory: 16132 grad_norm: 3.7497 loss: 1.6272 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.6272 2023/07/21 16:29:21 - mmengine - INFO - Epoch(train) [24][2640/9365] lr: 8.8319e-04 eta: 1:09:08 time: 0.6091 data_time: 0.0828 memory: 16132 grad_norm: 3.7927 loss: 1.4291 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.4291 2023/07/21 16:29:33 - mmengine - INFO - Epoch(train) [24][2660/9365] lr: 8.7795e-04 eta: 1:08:56 time: 0.6063 data_time: 0.1049 memory: 16132 grad_norm: 3.7985 loss: 1.4328 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.4328 2023/07/21 16:29:45 - mmengine - INFO - Epoch(train) [24][2680/9365] lr: 8.7273e-04 eta: 1:08:44 time: 0.5916 data_time: 0.0910 memory: 16132 grad_norm: 3.7519 loss: 1.5057 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.5057 2023/07/21 16:29:57 - mmengine - INFO - Epoch(train) [24][2700/9365] lr: 8.6752e-04 eta: 1:08:31 time: 0.6224 data_time: 0.0809 memory: 16132 grad_norm: 3.7495 loss: 1.5306 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.5306 2023/07/21 16:30:10 - mmengine - INFO - Epoch(train) [24][2720/9365] lr: 8.6232e-04 eta: 1:08:19 time: 0.6465 data_time: 0.1216 memory: 16132 grad_norm: 3.7459 loss: 1.3992 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.3992 2023/07/21 16:30:23 - mmengine - INFO - Epoch(train) [24][2740/9365] lr: 8.5714e-04 eta: 1:08:07 time: 0.6261 data_time: 0.0917 memory: 16132 grad_norm: 3.7671 loss: 1.4660 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.4660 2023/07/21 16:30:35 - mmengine - INFO - Epoch(train) [24][2760/9365] lr: 8.5198e-04 eta: 1:07:54 time: 0.6022 data_time: 0.0804 memory: 16132 grad_norm: 3.8061 loss: 1.5137 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.5137 2023/07/21 16:30:47 - mmengine - INFO - Epoch(train) [24][2780/9365] lr: 8.4683e-04 eta: 1:07:42 time: 0.6012 data_time: 0.0871 memory: 16132 grad_norm: 3.7237 loss: 1.4861 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.4861 2023/07/21 16:30:59 - mmengine - INFO - Epoch(train) [24][2800/9365] lr: 8.4170e-04 eta: 1:07:30 time: 0.6140 data_time: 0.1011 memory: 16132 grad_norm: 3.8492 loss: 1.5951 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.5951 2023/07/21 16:31:12 - mmengine - INFO - Epoch(train) [24][2820/9365] lr: 8.3659e-04 eta: 1:07:17 time: 0.6106 data_time: 0.0833 memory: 16132 grad_norm: 3.7431 loss: 1.5163 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5163 2023/07/21 16:31:24 - mmengine - INFO - Epoch(train) [24][2840/9365] lr: 8.3149e-04 eta: 1:07:05 time: 0.6227 data_time: 0.0926 memory: 16132 grad_norm: 3.7645 loss: 1.4144 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.4144 2023/07/21 16:31:36 - mmengine - INFO - Epoch(train) [24][2860/9365] lr: 8.2640e-04 eta: 1:06:52 time: 0.5909 data_time: 0.0852 memory: 16132 grad_norm: 3.6879 loss: 1.3116 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3116 2023/07/21 16:31:49 - mmengine - INFO - Epoch(train) [24][2880/9365] lr: 8.2133e-04 eta: 1:06:40 time: 0.6233 data_time: 0.0773 memory: 16132 grad_norm: 3.8134 loss: 1.6269 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.6269 2023/07/21 16:32:00 - mmengine - INFO - Epoch(train) [24][2900/9365] lr: 8.1628e-04 eta: 1:06:28 time: 0.5758 data_time: 0.0727 memory: 16132 grad_norm: 3.7474 loss: 1.5097 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5097 2023/07/21 16:32:13 - mmengine - INFO - Epoch(train) [24][2920/9365] lr: 8.1124e-04 eta: 1:06:15 time: 0.6210 data_time: 0.0817 memory: 16132 grad_norm: 3.8364 loss: 1.4567 top1_acc: 0.7812 top5_acc: 0.9062 loss_cls: 1.4567 2023/07/21 16:32:25 - mmengine - INFO - Epoch(train) [24][2940/9365] lr: 8.0622e-04 eta: 1:06:03 time: 0.6328 data_time: 0.0787 memory: 16132 grad_norm: 3.6315 loss: 1.3689 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.3689 2023/07/21 16:32:38 - mmengine - INFO - Epoch(train) [24][2960/9365] lr: 8.0121e-04 eta: 1:05:51 time: 0.6210 data_time: 0.1099 memory: 16132 grad_norm: 3.7623 loss: 1.4017 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.4017 2023/07/21 16:32:50 - mmengine - INFO - Epoch(train) [24][2980/9365] lr: 7.9622e-04 eta: 1:05:38 time: 0.6223 data_time: 0.0846 memory: 16132 grad_norm: 3.7725 loss: 1.3837 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.3837 2023/07/21 16:33:03 - mmengine - INFO - Epoch(train) [24][3000/9365] lr: 7.9124e-04 eta: 1:05:26 time: 0.6312 data_time: 0.0887 memory: 16132 grad_norm: 3.7149 loss: 1.4892 top1_acc: 0.7812 top5_acc: 0.9062 loss_cls: 1.4892 2023/07/21 16:33:15 - mmengine - INFO - Epoch(train) [24][3020/9365] lr: 7.8628e-04 eta: 1:05:14 time: 0.6183 data_time: 0.0908 memory: 16132 grad_norm: 3.7976 loss: 1.4114 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.4114 2023/07/21 16:33:28 - mmengine - INFO - Epoch(train) [24][3040/9365] lr: 7.8133e-04 eta: 1:05:01 time: 0.6100 data_time: 0.0850 memory: 16132 grad_norm: 3.7499 loss: 1.5168 top1_acc: 0.4375 top5_acc: 0.7812 loss_cls: 1.5168 2023/07/21 16:33:41 - mmengine - INFO - Epoch(train) [24][3060/9365] lr: 7.7641e-04 eta: 1:04:49 time: 0.6588 data_time: 0.1032 memory: 16132 grad_norm: 3.8183 loss: 1.5027 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.5027 2023/07/21 16:33:53 - mmengine - INFO - Epoch(train) [24][3080/9365] lr: 7.7149e-04 eta: 1:04:37 time: 0.6113 data_time: 0.0880 memory: 16132 grad_norm: 3.7195 loss: 1.4236 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.4236 2023/07/21 16:34:06 - mmengine - INFO - Epoch(train) [24][3100/9365] lr: 7.6659e-04 eta: 1:04:24 time: 0.6245 data_time: 0.0881 memory: 16132 grad_norm: 3.7702 loss: 1.5148 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.5148 2023/07/21 16:34:18 - mmengine - INFO - Epoch(train) [24][3120/9365] lr: 7.6171e-04 eta: 1:04:12 time: 0.6115 data_time: 0.0910 memory: 16132 grad_norm: 3.8435 loss: 1.5567 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.5567 2023/07/21 16:34:30 - mmengine - INFO - Epoch(train) [24][3140/9365] lr: 7.5684e-04 eta: 1:04:00 time: 0.6052 data_time: 0.1005 memory: 16132 grad_norm: 3.6923 loss: 1.4163 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.4163 2023/07/21 16:34:42 - mmengine - INFO - Epoch(train) [24][3160/9365] lr: 7.5199e-04 eta: 1:03:47 time: 0.6187 data_time: 0.0831 memory: 16132 grad_norm: 3.7790 loss: 1.4350 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.4350 2023/07/21 16:34:55 - mmengine - INFO - Epoch(train) [24][3180/9365] lr: 7.4716e-04 eta: 1:03:35 time: 0.6360 data_time: 0.1023 memory: 16132 grad_norm: 3.7370 loss: 1.4492 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.4492 2023/07/21 16:35:07 - mmengine - INFO - Epoch(train) [24][3200/9365] lr: 7.4233e-04 eta: 1:03:23 time: 0.5841 data_time: 0.0808 memory: 16132 grad_norm: 3.7735 loss: 1.4874 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.4874 2023/07/21 16:35:20 - mmengine - INFO - Epoch(train) [24][3220/9365] lr: 7.3753e-04 eta: 1:03:10 time: 0.6267 data_time: 0.0752 memory: 16132 grad_norm: 3.8000 loss: 1.5041 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.5041 2023/07/21 16:35:32 - mmengine - INFO - Epoch(train) [24][3240/9365] lr: 7.3274e-04 eta: 1:02:58 time: 0.6377 data_time: 0.1213 memory: 16132 grad_norm: 3.6551 loss: 1.4714 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.4714 2023/07/21 16:35:45 - mmengine - INFO - Epoch(train) [24][3260/9365] lr: 7.2797e-04 eta: 1:02:46 time: 0.6209 data_time: 0.0801 memory: 16132 grad_norm: 3.8313 loss: 1.4818 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 1.4818 2023/07/21 16:35:57 - mmengine - INFO - Epoch(train) [24][3280/9365] lr: 7.2321e-04 eta: 1:02:33 time: 0.6084 data_time: 0.0877 memory: 16132 grad_norm: 3.8367 loss: 1.5329 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.5329 2023/07/21 16:36:09 - mmengine - INFO - Epoch(train) [24][3300/9365] lr: 7.1847e-04 eta: 1:02:21 time: 0.6131 data_time: 0.0794 memory: 16132 grad_norm: 3.7502 loss: 1.4704 top1_acc: 0.5938 top5_acc: 0.9375 loss_cls: 1.4704 2023/07/21 16:36:22 - mmengine - INFO - Epoch(train) [24][3320/9365] lr: 7.1374e-04 eta: 1:02:09 time: 0.6112 data_time: 0.0952 memory: 16132 grad_norm: 3.7484 loss: 1.4216 top1_acc: 0.7812 top5_acc: 0.9062 loss_cls: 1.4216 2023/07/21 16:36:34 - mmengine - INFO - Epoch(train) [24][3340/9365] lr: 7.0903e-04 eta: 1:01:56 time: 0.6216 data_time: 0.0793 memory: 16132 grad_norm: 3.7311 loss: 1.4840 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.4840 2023/07/21 16:36:46 - mmengine - INFO - Epoch(train) [24][3360/9365] lr: 7.0433e-04 eta: 1:01:44 time: 0.5889 data_time: 0.0935 memory: 16132 grad_norm: 3.8182 loss: 1.4733 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4733 2023/07/21 16:36:58 - mmengine - INFO - Epoch(train) [24][3380/9365] lr: 6.9965e-04 eta: 1:01:32 time: 0.6195 data_time: 0.0796 memory: 16132 grad_norm: 3.7917 loss: 1.4583 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.4583 2023/07/21 16:37:10 - mmengine - INFO - Epoch(train) [24][3400/9365] lr: 6.9499e-04 eta: 1:01:19 time: 0.5822 data_time: 0.0753 memory: 16132 grad_norm: 3.7932 loss: 1.6619 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.6619 2023/07/21 16:37:22 - mmengine - INFO - Epoch(train) [24][3420/9365] lr: 6.9034e-04 eta: 1:01:07 time: 0.6042 data_time: 0.0845 memory: 16132 grad_norm: 3.8508 loss: 1.5662 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5662 2023/07/21 16:37:35 - mmengine - INFO - Epoch(train) [24][3440/9365] lr: 6.8570e-04 eta: 1:00:55 time: 0.6210 data_time: 0.0888 memory: 16132 grad_norm: 3.6784 loss: 1.3826 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.3826 2023/07/21 16:37:47 - mmengine - INFO - Epoch(train) [24][3460/9365] lr: 6.8109e-04 eta: 1:00:42 time: 0.6322 data_time: 0.0902 memory: 16132 grad_norm: 3.8119 loss: 1.5738 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.5738 2023/07/21 16:37:59 - mmengine - INFO - Epoch(train) [24][3480/9365] lr: 6.7648e-04 eta: 1:00:30 time: 0.5877 data_time: 0.0774 memory: 16132 grad_norm: 3.8184 loss: 1.5609 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5609 2023/07/21 16:38:12 - mmengine - INFO - Epoch(train) [24][3500/9365] lr: 6.7190e-04 eta: 1:00:18 time: 0.6165 data_time: 0.0814 memory: 16132 grad_norm: 3.8195 loss: 1.5512 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.5512 2023/07/21 16:38:23 - mmengine - INFO - Epoch(train) [24][3520/9365] lr: 6.6733e-04 eta: 1:00:05 time: 0.5916 data_time: 0.0822 memory: 16132 grad_norm: 3.7285 loss: 1.5638 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.5638 2023/07/21 16:38:36 - mmengine - INFO - Epoch(train) [24][3540/9365] lr: 6.6277e-04 eta: 0:59:53 time: 0.6293 data_time: 0.0814 memory: 16132 grad_norm: 3.7771 loss: 1.4112 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.4112 2023/07/21 16:38:49 - mmengine - INFO - Epoch(train) [24][3560/9365] lr: 6.5823e-04 eta: 0:59:41 time: 0.6302 data_time: 0.0779 memory: 16132 grad_norm: 3.7898 loss: 1.6533 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.6533 2023/07/21 16:39:01 - mmengine - INFO - Epoch(train) [24][3580/9365] lr: 6.5371e-04 eta: 0:59:28 time: 0.6044 data_time: 0.0876 memory: 16132 grad_norm: 3.7383 loss: 1.4277 top1_acc: 0.6562 top5_acc: 0.9375 loss_cls: 1.4277 2023/07/21 16:39:13 - mmengine - INFO - Epoch(train) [24][3600/9365] lr: 6.4920e-04 eta: 0:59:16 time: 0.6161 data_time: 0.0908 memory: 16132 grad_norm: 3.8056 loss: 1.5375 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.5375 2023/07/21 16:39:17 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 16:39:26 - mmengine - INFO - Epoch(train) [24][3620/9365] lr: 6.4470e-04 eta: 0:59:04 time: 0.6450 data_time: 0.0751 memory: 16132 grad_norm: 3.6881 loss: 1.4612 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.4612 2023/07/21 16:39:39 - mmengine - INFO - Epoch(train) [24][3640/9365] lr: 6.4022e-04 eta: 0:58:51 time: 0.6203 data_time: 0.0761 memory: 16132 grad_norm: 3.7355 loss: 1.3442 top1_acc: 0.7500 top5_acc: 0.9688 loss_cls: 1.3442 2023/07/21 16:39:51 - mmengine - INFO - Epoch(train) [24][3660/9365] lr: 6.3576e-04 eta: 0:58:39 time: 0.6295 data_time: 0.1093 memory: 16132 grad_norm: 3.7559 loss: 1.4435 top1_acc: 0.6875 top5_acc: 0.9688 loss_cls: 1.4435 2023/07/21 16:40:04 - mmengine - INFO - Epoch(train) [24][3680/9365] lr: 6.3132e-04 eta: 0:58:27 time: 0.6161 data_time: 0.0768 memory: 16132 grad_norm: 3.7847 loss: 1.3529 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.3529 2023/07/21 16:40:16 - mmengine - INFO - Epoch(train) [24][3700/9365] lr: 6.2688e-04 eta: 0:58:14 time: 0.6260 data_time: 0.0892 memory: 16132 grad_norm: 3.7480 loss: 1.5002 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5002 2023/07/21 16:40:29 - mmengine - INFO - Epoch(train) [24][3720/9365] lr: 6.2247e-04 eta: 0:58:02 time: 0.6159 data_time: 0.0952 memory: 16132 grad_norm: 3.8227 loss: 1.4934 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.4934 2023/07/21 16:40:41 - mmengine - INFO - Epoch(train) [24][3740/9365] lr: 6.1807e-04 eta: 0:57:50 time: 0.6338 data_time: 0.0997 memory: 16132 grad_norm: 3.7866 loss: 1.4485 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.4485 2023/07/21 16:40:54 - mmengine - INFO - Epoch(train) [24][3760/9365] lr: 6.1369e-04 eta: 0:57:37 time: 0.6193 data_time: 0.0823 memory: 16132 grad_norm: 3.7821 loss: 1.4487 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.4487 2023/07/21 16:41:06 - mmengine - INFO - Epoch(train) [24][3780/9365] lr: 6.0932e-04 eta: 0:57:25 time: 0.6200 data_time: 0.0931 memory: 16132 grad_norm: 3.7328 loss: 1.4935 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 1.4935 2023/07/21 16:41:19 - mmengine - INFO - Epoch(train) [24][3800/9365] lr: 6.0496e-04 eta: 0:57:13 time: 0.6395 data_time: 0.0960 memory: 16132 grad_norm: 3.7656 loss: 1.4538 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.4538 2023/07/21 16:41:31 - mmengine - INFO - Epoch(train) [24][3820/9365] lr: 6.0063e-04 eta: 0:57:00 time: 0.6013 data_time: 0.0847 memory: 16132 grad_norm: 3.7814 loss: 1.4335 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.4335 2023/07/21 16:41:43 - mmengine - INFO - Epoch(train) [24][3840/9365] lr: 5.9630e-04 eta: 0:56:48 time: 0.6085 data_time: 0.0804 memory: 16132 grad_norm: 3.7938 loss: 1.3486 top1_acc: 0.8438 top5_acc: 1.0000 loss_cls: 1.3486 2023/07/21 16:41:56 - mmengine - INFO - Epoch(train) [24][3860/9365] lr: 5.9200e-04 eta: 0:56:36 time: 0.6107 data_time: 0.0978 memory: 16132 grad_norm: 3.7099 loss: 1.3969 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.3969 2023/07/21 16:42:08 - mmengine - INFO - Epoch(train) [24][3880/9365] lr: 5.8771e-04 eta: 0:56:23 time: 0.6252 data_time: 0.0791 memory: 16132 grad_norm: 3.7251 loss: 1.5062 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5062 2023/07/21 16:42:20 - mmengine - INFO - Epoch(train) [24][3900/9365] lr: 5.8343e-04 eta: 0:56:11 time: 0.5994 data_time: 0.0862 memory: 16132 grad_norm: 3.8473 loss: 1.5492 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.5492 2023/07/21 16:42:32 - mmengine - INFO - Epoch(train) [24][3920/9365] lr: 5.7917e-04 eta: 0:55:59 time: 0.5871 data_time: 0.0823 memory: 16132 grad_norm: 3.7558 loss: 1.4118 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.4118 2023/07/21 16:42:45 - mmengine - INFO - Epoch(train) [24][3940/9365] lr: 5.7493e-04 eta: 0:55:46 time: 0.6283 data_time: 0.0938 memory: 16132 grad_norm: 3.8495 loss: 1.5201 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 1.5201 2023/07/21 16:42:57 - mmengine - INFO - Epoch(train) [24][3960/9365] lr: 5.7070e-04 eta: 0:55:34 time: 0.6177 data_time: 0.0857 memory: 16132 grad_norm: 3.7230 loss: 1.4370 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4370 2023/07/21 16:43:09 - mmengine - INFO - Epoch(train) [24][3980/9365] lr: 5.6649e-04 eta: 0:55:22 time: 0.6085 data_time: 0.0821 memory: 16132 grad_norm: 3.7400 loss: 1.4680 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.4680 2023/07/21 16:43:22 - mmengine - INFO - Epoch(train) [24][4000/9365] lr: 5.6229e-04 eta: 0:55:09 time: 0.6268 data_time: 0.0957 memory: 16132 grad_norm: 3.6815 loss: 1.5523 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.5523 2023/07/21 16:43:34 - mmengine - INFO - Epoch(train) [24][4020/9365] lr: 5.5811e-04 eta: 0:54:57 time: 0.6153 data_time: 0.0837 memory: 16132 grad_norm: 3.8366 loss: 1.4198 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.4198 2023/07/21 16:43:47 - mmengine - INFO - Epoch(train) [24][4040/9365] lr: 5.5394e-04 eta: 0:54:45 time: 0.6455 data_time: 0.0819 memory: 16132 grad_norm: 3.7584 loss: 1.5373 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.5373 2023/07/21 16:43:59 - mmengine - INFO - Epoch(train) [24][4060/9365] lr: 5.4979e-04 eta: 0:54:32 time: 0.5915 data_time: 0.1076 memory: 16132 grad_norm: 3.7489 loss: 1.4778 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 1.4778 2023/07/21 16:44:12 - mmengine - INFO - Epoch(train) [24][4080/9365] lr: 5.4566e-04 eta: 0:54:20 time: 0.6301 data_time: 0.0823 memory: 16132 grad_norm: 3.7342 loss: 1.3683 top1_acc: 0.7812 top5_acc: 0.9062 loss_cls: 1.3683 2023/07/21 16:44:24 - mmengine - INFO - Epoch(train) [24][4100/9365] lr: 5.4154e-04 eta: 0:54:08 time: 0.6217 data_time: 0.1097 memory: 16132 grad_norm: 3.8202 loss: 1.4443 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4443 2023/07/21 16:44:36 - mmengine - INFO - Epoch(train) [24][4120/9365] lr: 5.3743e-04 eta: 0:53:55 time: 0.6073 data_time: 0.0870 memory: 16132 grad_norm: 3.8375 loss: 1.5681 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5681 2023/07/21 16:44:48 - mmengine - INFO - Epoch(train) [24][4140/9365] lr: 5.3334e-04 eta: 0:53:43 time: 0.6093 data_time: 0.0892 memory: 16132 grad_norm: 3.7410 loss: 1.4011 top1_acc: 0.5000 top5_acc: 0.8438 loss_cls: 1.4011 2023/07/21 16:45:01 - mmengine - INFO - Epoch(train) [24][4160/9365] lr: 5.2927e-04 eta: 0:53:31 time: 0.6419 data_time: 0.0800 memory: 16132 grad_norm: 3.7546 loss: 1.5030 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.5030 2023/07/21 16:45:13 - mmengine - INFO - Epoch(train) [24][4180/9365] lr: 5.2521e-04 eta: 0:53:18 time: 0.5953 data_time: 0.0958 memory: 16132 grad_norm: 3.7460 loss: 1.3846 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.3846 2023/07/21 16:45:26 - mmengine - INFO - Epoch(train) [24][4200/9365] lr: 5.2117e-04 eta: 0:53:06 time: 0.6156 data_time: 0.0793 memory: 16132 grad_norm: 3.7725 loss: 1.5530 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5530 2023/07/21 16:45:38 - mmengine - INFO - Epoch(train) [24][4220/9365] lr: 5.1715e-04 eta: 0:52:53 time: 0.6136 data_time: 0.0874 memory: 16132 grad_norm: 3.8084 loss: 1.5648 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.5648 2023/07/21 16:45:50 - mmengine - INFO - Epoch(train) [24][4240/9365] lr: 5.1314e-04 eta: 0:52:41 time: 0.5835 data_time: 0.0818 memory: 16132 grad_norm: 3.8100 loss: 1.5787 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5787 2023/07/21 16:46:02 - mmengine - INFO - Epoch(train) [24][4260/9365] lr: 5.0914e-04 eta: 0:52:29 time: 0.6255 data_time: 0.0771 memory: 16132 grad_norm: 3.7493 loss: 1.3585 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.3585 2023/07/21 16:46:14 - mmengine - INFO - Epoch(train) [24][4280/9365] lr: 5.0516e-04 eta: 0:52:16 time: 0.5956 data_time: 0.0871 memory: 16132 grad_norm: 3.8636 loss: 1.5303 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5303 2023/07/21 16:46:26 - mmengine - INFO - Epoch(train) [24][4300/9365] lr: 5.0120e-04 eta: 0:52:04 time: 0.5883 data_time: 0.0764 memory: 16132 grad_norm: 3.7300 loss: 1.4711 top1_acc: 0.6875 top5_acc: 0.9688 loss_cls: 1.4711 2023/07/21 16:46:38 - mmengine - INFO - Epoch(train) [24][4320/9365] lr: 4.9725e-04 eta: 0:51:52 time: 0.6055 data_time: 0.0735 memory: 16132 grad_norm: 3.8114 loss: 1.4154 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.4154 2023/07/21 16:46:51 - mmengine - INFO - Epoch(train) [24][4340/9365] lr: 4.9332e-04 eta: 0:51:39 time: 0.6212 data_time: 0.0970 memory: 16132 grad_norm: 3.7946 loss: 1.4556 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4556 2023/07/21 16:47:03 - mmengine - INFO - Epoch(train) [24][4360/9365] lr: 4.8940e-04 eta: 0:51:27 time: 0.6100 data_time: 0.0841 memory: 16132 grad_norm: 3.7561 loss: 1.4241 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4241 2023/07/21 16:47:15 - mmengine - INFO - Epoch(train) [24][4380/9365] lr: 4.8550e-04 eta: 0:51:15 time: 0.6145 data_time: 0.1036 memory: 16132 grad_norm: 3.7752 loss: 1.5314 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.5314 2023/07/21 16:47:28 - mmengine - INFO - Epoch(train) [24][4400/9365] lr: 4.8162e-04 eta: 0:51:02 time: 0.6180 data_time: 0.0896 memory: 16132 grad_norm: 3.7010 loss: 1.3322 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.3322 2023/07/21 16:47:40 - mmengine - INFO - Epoch(train) [24][4420/9365] lr: 4.7775e-04 eta: 0:50:50 time: 0.6222 data_time: 0.0912 memory: 16132 grad_norm: 3.6564 loss: 1.3193 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.3193 2023/07/21 16:47:52 - mmengine - INFO - Epoch(train) [24][4440/9365] lr: 4.7389e-04 eta: 0:50:38 time: 0.6156 data_time: 0.1353 memory: 16132 grad_norm: 3.7735 loss: 1.5408 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.5408 2023/07/21 16:48:04 - mmengine - INFO - Epoch(train) [24][4460/9365] lr: 4.7005e-04 eta: 0:50:25 time: 0.5875 data_time: 0.0799 memory: 16132 grad_norm: 3.7210 loss: 1.5184 top1_acc: 0.6250 top5_acc: 0.7188 loss_cls: 1.5184 2023/07/21 16:48:17 - mmengine - INFO - Epoch(train) [24][4480/9365] lr: 4.6623e-04 eta: 0:50:13 time: 0.6357 data_time: 0.1021 memory: 16132 grad_norm: 3.7539 loss: 1.5729 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.5729 2023/07/21 16:48:29 - mmengine - INFO - Epoch(train) [24][4500/9365] lr: 4.6242e-04 eta: 0:50:01 time: 0.6109 data_time: 0.0835 memory: 16132 grad_norm: 3.8007 loss: 1.4910 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 1.4910 2023/07/21 16:48:41 - mmengine - INFO - Epoch(train) [24][4520/9365] lr: 4.5863e-04 eta: 0:49:48 time: 0.5915 data_time: 0.0950 memory: 16132 grad_norm: 3.7978 loss: 1.5329 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.5329 2023/07/21 16:48:53 - mmengine - INFO - Epoch(train) [24][4540/9365] lr: 4.5485e-04 eta: 0:49:36 time: 0.5991 data_time: 0.0781 memory: 16132 grad_norm: 3.7613 loss: 1.5117 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.5117 2023/07/21 16:49:06 - mmengine - INFO - Epoch(train) [24][4560/9365] lr: 4.5109e-04 eta: 0:49:24 time: 0.6193 data_time: 0.0830 memory: 16132 grad_norm: 3.8794 loss: 1.3833 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3833 2023/07/21 16:49:18 - mmengine - INFO - Epoch(train) [24][4580/9365] lr: 4.4735e-04 eta: 0:49:11 time: 0.6092 data_time: 0.0864 memory: 16132 grad_norm: 3.8130 loss: 1.5220 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5220 2023/07/21 16:49:30 - mmengine - INFO - Epoch(train) [24][4600/9365] lr: 4.4362e-04 eta: 0:48:59 time: 0.6224 data_time: 0.0808 memory: 16132 grad_norm: 3.7470 loss: 1.3732 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 1.3732 2023/07/21 16:49:34 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 16:49:43 - mmengine - INFO - Epoch(train) [24][4620/9365] lr: 4.3990e-04 eta: 0:48:47 time: 0.6096 data_time: 0.0849 memory: 16132 grad_norm: 3.6966 loss: 1.5138 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5138 2023/07/21 16:49:55 - mmengine - INFO - Epoch(train) [24][4640/9365] lr: 4.3621e-04 eta: 0:48:34 time: 0.6027 data_time: 0.0878 memory: 16132 grad_norm: 3.8096 loss: 1.5151 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.5151 2023/07/21 16:50:08 - mmengine - INFO - Epoch(train) [24][4660/9365] lr: 4.3252e-04 eta: 0:48:22 time: 0.6506 data_time: 0.1043 memory: 16132 grad_norm: 3.7760 loss: 1.4000 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.4000 2023/07/21 16:50:20 - mmengine - INFO - Epoch(train) [24][4680/9365] lr: 4.2886e-04 eta: 0:48:10 time: 0.5907 data_time: 0.0886 memory: 16132 grad_norm: 3.7840 loss: 1.5003 top1_acc: 0.5625 top5_acc: 0.9062 loss_cls: 1.5003 2023/07/21 16:50:32 - mmengine - INFO - Epoch(train) [24][4700/9365] lr: 4.2520e-04 eta: 0:47:57 time: 0.6088 data_time: 0.0884 memory: 16132 grad_norm: 3.8549 loss: 1.4297 top1_acc: 0.7188 top5_acc: 0.8125 loss_cls: 1.4297 2023/07/21 16:50:44 - mmengine - INFO - Epoch(train) [24][4720/9365] lr: 4.2157e-04 eta: 0:47:45 time: 0.6083 data_time: 0.0810 memory: 16132 grad_norm: 3.8061 loss: 1.4666 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4666 2023/07/21 16:50:56 - mmengine - INFO - Epoch(train) [24][4740/9365] lr: 4.1795e-04 eta: 0:47:33 time: 0.5973 data_time: 0.0815 memory: 16132 grad_norm: 3.7394 loss: 1.4924 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.4924 2023/07/21 16:51:08 - mmengine - INFO - Epoch(train) [24][4760/9365] lr: 4.1434e-04 eta: 0:47:20 time: 0.6008 data_time: 0.0914 memory: 16132 grad_norm: 3.8079 loss: 1.4382 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4382 2023/07/21 16:51:21 - mmengine - INFO - Epoch(train) [24][4780/9365] lr: 4.1075e-04 eta: 0:47:08 time: 0.6168 data_time: 0.0997 memory: 16132 grad_norm: 3.7271 loss: 1.4250 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4250 2023/07/21 16:51:33 - mmengine - INFO - Epoch(train) [24][4800/9365] lr: 4.0718e-04 eta: 0:46:56 time: 0.6111 data_time: 0.0754 memory: 16132 grad_norm: 3.8601 loss: 1.5478 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.5478 2023/07/21 16:51:45 - mmengine - INFO - Epoch(train) [24][4820/9365] lr: 4.0362e-04 eta: 0:46:43 time: 0.6080 data_time: 0.0750 memory: 16132 grad_norm: 3.8332 loss: 1.4132 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.4132 2023/07/21 16:51:57 - mmengine - INFO - Epoch(train) [24][4840/9365] lr: 4.0008e-04 eta: 0:46:31 time: 0.6013 data_time: 0.0778 memory: 16132 grad_norm: 3.8204 loss: 1.3860 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3860 2023/07/21 16:52:09 - mmengine - INFO - Epoch(train) [24][4860/9365] lr: 3.9655e-04 eta: 0:46:19 time: 0.6120 data_time: 0.0802 memory: 16132 grad_norm: 3.7881 loss: 1.4051 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4051 2023/07/21 16:52:21 - mmengine - INFO - Epoch(train) [24][4880/9365] lr: 3.9304e-04 eta: 0:46:06 time: 0.6040 data_time: 0.0882 memory: 16132 grad_norm: 3.6978 loss: 1.4490 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.4490 2023/07/21 16:52:34 - mmengine - INFO - Epoch(train) [24][4900/9365] lr: 3.8955e-04 eta: 0:45:54 time: 0.6106 data_time: 0.0760 memory: 16132 grad_norm: 3.8534 loss: 1.3585 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.3585 2023/07/21 16:52:47 - mmengine - INFO - Epoch(train) [24][4920/9365] lr: 3.8607e-04 eta: 0:45:41 time: 0.6373 data_time: 0.0965 memory: 16132 grad_norm: 3.8298 loss: 1.5086 top1_acc: 0.6562 top5_acc: 0.9688 loss_cls: 1.5086 2023/07/21 16:52:58 - mmengine - INFO - Epoch(train) [24][4940/9365] lr: 3.8260e-04 eta: 0:45:29 time: 0.5912 data_time: 0.0756 memory: 16132 grad_norm: 3.7577 loss: 1.3703 top1_acc: 0.7812 top5_acc: 0.9062 loss_cls: 1.3703 2023/07/21 16:53:11 - mmengine - INFO - Epoch(train) [24][4960/9365] lr: 3.7915e-04 eta: 0:45:17 time: 0.6330 data_time: 0.0811 memory: 16132 grad_norm: 3.8001 loss: 1.3925 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.3925 2023/07/21 16:53:24 - mmengine - INFO - Epoch(train) [24][4980/9365] lr: 3.7572e-04 eta: 0:45:04 time: 0.6253 data_time: 0.0802 memory: 16132 grad_norm: 3.8231 loss: 1.5070 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5070 2023/07/21 16:53:36 - mmengine - INFO - Epoch(train) [24][5000/9365] lr: 3.7230e-04 eta: 0:44:52 time: 0.5985 data_time: 0.0727 memory: 16132 grad_norm: 3.8265 loss: 1.4665 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.4665 2023/07/21 16:53:48 - mmengine - INFO - Epoch(train) [24][5020/9365] lr: 3.6890e-04 eta: 0:44:40 time: 0.5900 data_time: 0.0835 memory: 16132 grad_norm: 3.8916 loss: 1.4353 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.4353 2023/07/21 16:54:00 - mmengine - INFO - Epoch(train) [24][5040/9365] lr: 3.6551e-04 eta: 0:44:27 time: 0.6165 data_time: 0.0752 memory: 16132 grad_norm: 3.6920 loss: 1.3593 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.3593 2023/07/21 16:54:12 - mmengine - INFO - Epoch(train) [24][5060/9365] lr: 3.6214e-04 eta: 0:44:15 time: 0.5883 data_time: 0.0875 memory: 16132 grad_norm: 3.8396 loss: 1.4016 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4016 2023/07/21 16:54:25 - mmengine - INFO - Epoch(train) [24][5080/9365] lr: 3.5879e-04 eta: 0:44:03 time: 0.6510 data_time: 0.0805 memory: 16132 grad_norm: 3.8099 loss: 1.3877 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.3877 2023/07/21 16:54:37 - mmengine - INFO - Epoch(train) [24][5100/9365] lr: 3.5545e-04 eta: 0:43:50 time: 0.6248 data_time: 0.0840 memory: 16132 grad_norm: 3.9180 loss: 1.4863 top1_acc: 0.7812 top5_acc: 0.8750 loss_cls: 1.4863 2023/07/21 16:54:50 - mmengine - INFO - Epoch(train) [24][5120/9365] lr: 3.5212e-04 eta: 0:43:38 time: 0.6163 data_time: 0.1027 memory: 16132 grad_norm: 3.8816 loss: 1.4577 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.4577 2023/07/21 16:55:02 - mmengine - INFO - Epoch(train) [24][5140/9365] lr: 3.4881e-04 eta: 0:43:26 time: 0.6232 data_time: 0.0966 memory: 16132 grad_norm: 3.7616 loss: 1.3697 top1_acc: 0.7500 top5_acc: 0.9688 loss_cls: 1.3697 2023/07/21 16:55:15 - mmengine - INFO - Epoch(train) [24][5160/9365] lr: 3.4552e-04 eta: 0:43:13 time: 0.6420 data_time: 0.1012 memory: 16132 grad_norm: 3.8090 loss: 1.5283 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.5283 2023/07/21 16:55:27 - mmengine - INFO - Epoch(train) [24][5180/9365] lr: 3.4224e-04 eta: 0:43:01 time: 0.6166 data_time: 0.0787 memory: 16132 grad_norm: 3.7596 loss: 1.4466 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.4466 2023/07/21 16:55:40 - mmengine - INFO - Epoch(train) [24][5200/9365] lr: 3.3898e-04 eta: 0:42:49 time: 0.6082 data_time: 0.0824 memory: 16132 grad_norm: 3.8414 loss: 1.4795 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.4795 2023/07/21 16:55:52 - mmengine - INFO - Epoch(train) [24][5220/9365] lr: 3.3574e-04 eta: 0:42:36 time: 0.6053 data_time: 0.0944 memory: 16132 grad_norm: 3.8271 loss: 1.5199 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.5199 2023/07/21 16:56:04 - mmengine - INFO - Epoch(train) [24][5240/9365] lr: 3.3251e-04 eta: 0:42:24 time: 0.6253 data_time: 0.0960 memory: 16132 grad_norm: 3.8417 loss: 1.4863 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.4863 2023/07/21 16:56:17 - mmengine - INFO - Epoch(train) [24][5260/9365] lr: 3.2929e-04 eta: 0:42:12 time: 0.6175 data_time: 0.0836 memory: 16132 grad_norm: 3.7389 loss: 1.3308 top1_acc: 0.7188 top5_acc: 0.9375 loss_cls: 1.3308 2023/07/21 16:56:29 - mmengine - INFO - Epoch(train) [24][5280/9365] lr: 3.2609e-04 eta: 0:41:59 time: 0.6310 data_time: 0.0854 memory: 16132 grad_norm: 3.8058 loss: 1.4406 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.4406 2023/07/21 16:56:42 - mmengine - INFO - Epoch(train) [24][5300/9365] lr: 3.2291e-04 eta: 0:41:47 time: 0.6176 data_time: 0.0784 memory: 16132 grad_norm: 3.7007 loss: 1.4811 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.4811 2023/07/21 16:56:54 - mmengine - INFO - Epoch(train) [24][5320/9365] lr: 3.1974e-04 eta: 0:41:35 time: 0.6286 data_time: 0.0785 memory: 16132 grad_norm: 3.8419 loss: 1.6277 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6277 2023/07/21 16:57:07 - mmengine - INFO - Epoch(train) [24][5340/9365] lr: 3.1659e-04 eta: 0:41:22 time: 0.6330 data_time: 0.0841 memory: 16132 grad_norm: 3.8030 loss: 1.3915 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.3915 2023/07/21 16:57:19 - mmengine - INFO - Epoch(train) [24][5360/9365] lr: 3.1345e-04 eta: 0:41:10 time: 0.6021 data_time: 0.0873 memory: 16132 grad_norm: 3.7879 loss: 1.5007 top1_acc: 0.5938 top5_acc: 0.7188 loss_cls: 1.5007 2023/07/21 16:57:32 - mmengine - INFO - Epoch(train) [24][5380/9365] lr: 3.1033e-04 eta: 0:40:58 time: 0.6255 data_time: 0.0800 memory: 16132 grad_norm: 3.8013 loss: 1.4766 top1_acc: 0.5312 top5_acc: 0.6562 loss_cls: 1.4766 2023/07/21 16:57:44 - mmengine - INFO - Epoch(train) [24][5400/9365] lr: 3.0722e-04 eta: 0:40:45 time: 0.6259 data_time: 0.0842 memory: 16132 grad_norm: 3.7315 loss: 1.4445 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.4445 2023/07/21 16:57:57 - mmengine - INFO - Epoch(train) [24][5420/9365] lr: 3.0413e-04 eta: 0:40:33 time: 0.6215 data_time: 0.0792 memory: 16132 grad_norm: 3.7971 loss: 1.6335 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.6335 2023/07/21 16:58:09 - mmengine - INFO - Epoch(train) [24][5440/9365] lr: 3.0106e-04 eta: 0:40:21 time: 0.6065 data_time: 0.0795 memory: 16132 grad_norm: 3.8338 loss: 1.3695 top1_acc: 0.6875 top5_acc: 0.9688 loss_cls: 1.3695 2023/07/21 16:58:22 - mmengine - INFO - Epoch(train) [24][5460/9365] lr: 2.9800e-04 eta: 0:40:08 time: 0.6286 data_time: 0.0865 memory: 16132 grad_norm: 3.7601 loss: 1.4192 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.4192 2023/07/21 16:58:34 - mmengine - INFO - Epoch(train) [24][5480/9365] lr: 2.9496e-04 eta: 0:39:56 time: 0.5942 data_time: 0.0900 memory: 16132 grad_norm: 3.7941 loss: 1.4091 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.4091 2023/07/21 16:58:46 - mmengine - INFO - Epoch(train) [24][5500/9365] lr: 2.9193e-04 eta: 0:39:44 time: 0.6079 data_time: 0.1050 memory: 16132 grad_norm: 3.7083 loss: 1.4428 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.4428 2023/07/21 16:58:58 - mmengine - INFO - Epoch(train) [24][5520/9365] lr: 2.8892e-04 eta: 0:39:31 time: 0.5881 data_time: 0.0724 memory: 16132 grad_norm: 3.7850 loss: 1.5010 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.5010 2023/07/21 16:59:10 - mmengine - INFO - Epoch(train) [24][5540/9365] lr: 2.8592e-04 eta: 0:39:19 time: 0.5965 data_time: 0.1041 memory: 16132 grad_norm: 3.7964 loss: 1.4920 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.4920 2023/07/21 16:59:21 - mmengine - INFO - Epoch(train) [24][5560/9365] lr: 2.8294e-04 eta: 0:39:07 time: 0.5839 data_time: 0.0853 memory: 16132 grad_norm: 3.7486 loss: 1.4071 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.4071 2023/07/21 16:59:34 - mmengine - INFO - Epoch(train) [24][5580/9365] lr: 2.7998e-04 eta: 0:38:54 time: 0.6487 data_time: 0.1456 memory: 16132 grad_norm: 3.7807 loss: 1.5061 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.5061 2023/07/21 16:59:46 - mmengine - INFO - Epoch(train) [24][5600/9365] lr: 2.7703e-04 eta: 0:38:42 time: 0.5979 data_time: 0.0814 memory: 16132 grad_norm: 3.8693 loss: 1.5575 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.5575 2023/07/21 16:59:49 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 16:59:59 - mmengine - INFO - Epoch(train) [24][5620/9365] lr: 2.7409e-04 eta: 0:38:30 time: 0.6129 data_time: 0.0904 memory: 16132 grad_norm: 3.8721 loss: 1.5848 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.5848 2023/07/21 17:00:10 - mmengine - INFO - Epoch(train) [24][5640/9365] lr: 2.7117e-04 eta: 0:38:17 time: 0.5862 data_time: 0.0782 memory: 16132 grad_norm: 3.8009 loss: 1.5146 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.5146 2023/07/21 17:00:23 - mmengine - INFO - Epoch(train) [24][5660/9365] lr: 2.6827e-04 eta: 0:38:05 time: 0.6333 data_time: 0.0850 memory: 16132 grad_norm: 3.7686 loss: 1.4245 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4245 2023/07/21 17:00:35 - mmengine - INFO - Epoch(train) [24][5680/9365] lr: 2.6538e-04 eta: 0:37:53 time: 0.5967 data_time: 0.1080 memory: 16132 grad_norm: 3.8161 loss: 1.4142 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 1.4142 2023/07/21 17:00:47 - mmengine - INFO - Epoch(train) [24][5700/9365] lr: 2.6251e-04 eta: 0:37:40 time: 0.6047 data_time: 0.0761 memory: 16132 grad_norm: 3.7373 loss: 1.4096 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 1.4096 2023/07/21 17:01:00 - mmengine - INFO - Epoch(train) [24][5720/9365] lr: 2.5966e-04 eta: 0:37:28 time: 0.6205 data_time: 0.0723 memory: 16132 grad_norm: 3.7843 loss: 1.4912 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.4912 2023/07/21 17:01:12 - mmengine - INFO - Epoch(train) [24][5740/9365] lr: 2.5682e-04 eta: 0:37:16 time: 0.6250 data_time: 0.0855 memory: 16132 grad_norm: 3.7753 loss: 1.5185 top1_acc: 0.6562 top5_acc: 0.9375 loss_cls: 1.5185 2023/07/21 17:01:25 - mmengine - INFO - Epoch(train) [24][5760/9365] lr: 2.5399e-04 eta: 0:37:03 time: 0.6142 data_time: 0.1004 memory: 16132 grad_norm: 3.8388 loss: 1.5270 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5270 2023/07/21 17:01:37 - mmengine - INFO - Epoch(train) [24][5780/9365] lr: 2.5118e-04 eta: 0:36:51 time: 0.6250 data_time: 0.0991 memory: 16132 grad_norm: 3.7691 loss: 1.4662 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4662 2023/07/21 17:01:49 - mmengine - INFO - Epoch(train) [24][5800/9365] lr: 2.4839e-04 eta: 0:36:39 time: 0.6050 data_time: 0.0867 memory: 16132 grad_norm: 3.7295 loss: 1.3960 top1_acc: 0.7188 top5_acc: 0.9375 loss_cls: 1.3960 2023/07/21 17:02:02 - mmengine - INFO - Epoch(train) [24][5820/9365] lr: 2.4561e-04 eta: 0:36:26 time: 0.6128 data_time: 0.0895 memory: 16132 grad_norm: 3.8413 loss: 1.4084 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.4084 2023/07/21 17:02:14 - mmengine - INFO - Epoch(train) [24][5840/9365] lr: 2.4285e-04 eta: 0:36:14 time: 0.6012 data_time: 0.0882 memory: 16132 grad_norm: 3.7926 loss: 1.4395 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.4395 2023/07/21 17:02:26 - mmengine - INFO - Epoch(train) [24][5860/9365] lr: 2.4010e-04 eta: 0:36:02 time: 0.6125 data_time: 0.0851 memory: 16132 grad_norm: 3.8568 loss: 1.3732 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.3732 2023/07/21 17:02:38 - mmengine - INFO - Epoch(train) [24][5880/9365] lr: 2.3737e-04 eta: 0:35:49 time: 0.5939 data_time: 0.0786 memory: 16132 grad_norm: 3.8326 loss: 1.4761 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.4761 2023/07/21 17:02:50 - mmengine - INFO - Epoch(train) [24][5900/9365] lr: 2.3466e-04 eta: 0:35:37 time: 0.6023 data_time: 0.0822 memory: 16132 grad_norm: 3.7834 loss: 1.4357 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4357 2023/07/21 17:03:02 - mmengine - INFO - Epoch(train) [24][5920/9365] lr: 2.3196e-04 eta: 0:35:25 time: 0.6178 data_time: 0.0838 memory: 16132 grad_norm: 3.7625 loss: 1.3781 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.3781 2023/07/21 17:03:14 - mmengine - INFO - Epoch(train) [24][5940/9365] lr: 2.2927e-04 eta: 0:35:12 time: 0.6016 data_time: 0.0839 memory: 16132 grad_norm: 3.8153 loss: 1.5156 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5156 2023/07/21 17:03:27 - mmengine - INFO - Epoch(train) [24][5960/9365] lr: 2.2660e-04 eta: 0:35:00 time: 0.6130 data_time: 0.1055 memory: 16132 grad_norm: 3.7318 loss: 1.4334 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.4334 2023/07/21 17:03:39 - mmengine - INFO - Epoch(train) [24][5980/9365] lr: 2.2395e-04 eta: 0:34:48 time: 0.6172 data_time: 0.0901 memory: 16132 grad_norm: 3.8278 loss: 1.6615 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 1.6615 2023/07/21 17:03:52 - mmengine - INFO - Epoch(train) [24][6000/9365] lr: 2.2131e-04 eta: 0:34:35 time: 0.6340 data_time: 0.0901 memory: 16132 grad_norm: 3.7648 loss: 1.4699 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.4699 2023/07/21 17:04:04 - mmengine - INFO - Epoch(train) [24][6020/9365] lr: 2.1869e-04 eta: 0:34:23 time: 0.6112 data_time: 0.0823 memory: 16132 grad_norm: 3.7956 loss: 1.4376 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.4376 2023/07/21 17:04:17 - mmengine - INFO - Epoch(train) [24][6040/9365] lr: 2.1609e-04 eta: 0:34:11 time: 0.6176 data_time: 0.0826 memory: 16132 grad_norm: 3.7652 loss: 1.5851 top1_acc: 0.4688 top5_acc: 0.8750 loss_cls: 1.5851 2023/07/21 17:04:29 - mmengine - INFO - Epoch(train) [24][6060/9365] lr: 2.1350e-04 eta: 0:33:58 time: 0.5958 data_time: 0.1095 memory: 16132 grad_norm: 3.7860 loss: 1.3759 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3759 2023/07/21 17:04:41 - mmengine - INFO - Epoch(train) [24][6080/9365] lr: 2.1092e-04 eta: 0:33:46 time: 0.6385 data_time: 0.0866 memory: 16132 grad_norm: 3.8766 loss: 1.6442 top1_acc: 0.4062 top5_acc: 0.7500 loss_cls: 1.6442 2023/07/21 17:04:53 - mmengine - INFO - Epoch(train) [24][6100/9365] lr: 2.0836e-04 eta: 0:33:34 time: 0.6014 data_time: 0.1157 memory: 16132 grad_norm: 3.7838 loss: 1.4489 top1_acc: 0.4688 top5_acc: 0.7188 loss_cls: 1.4489 2023/07/21 17:05:06 - mmengine - INFO - Epoch(train) [24][6120/9365] lr: 2.0582e-04 eta: 0:33:21 time: 0.6361 data_time: 0.0868 memory: 16132 grad_norm: 3.7673 loss: 1.4762 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.4762 2023/07/21 17:05:19 - mmengine - INFO - Epoch(train) [24][6140/9365] lr: 2.0329e-04 eta: 0:33:09 time: 0.6483 data_time: 0.0914 memory: 16132 grad_norm: 3.6990 loss: 1.4632 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4632 2023/07/21 17:05:31 - mmengine - INFO - Epoch(train) [24][6160/9365] lr: 2.0078e-04 eta: 0:32:57 time: 0.5999 data_time: 0.1137 memory: 16132 grad_norm: 3.8186 loss: 1.5484 top1_acc: 0.4375 top5_acc: 0.7188 loss_cls: 1.5484 2023/07/21 17:05:44 - mmengine - INFO - Epoch(train) [24][6180/9365] lr: 1.9828e-04 eta: 0:32:44 time: 0.6306 data_time: 0.0847 memory: 16132 grad_norm: 3.8583 loss: 1.5426 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.5426 2023/07/21 17:05:56 - mmengine - INFO - Epoch(train) [24][6200/9365] lr: 1.9580e-04 eta: 0:32:32 time: 0.5997 data_time: 0.0876 memory: 16132 grad_norm: 3.7978 loss: 1.5537 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 1.5537 2023/07/21 17:06:09 - mmengine - INFO - Epoch(train) [24][6220/9365] lr: 1.9333e-04 eta: 0:32:20 time: 0.6432 data_time: 0.0834 memory: 16132 grad_norm: 3.8879 loss: 1.3892 top1_acc: 0.4688 top5_acc: 0.8438 loss_cls: 1.3892 2023/07/21 17:06:21 - mmengine - INFO - Epoch(train) [24][6240/9365] lr: 1.9088e-04 eta: 0:32:07 time: 0.6175 data_time: 0.0944 memory: 16132 grad_norm: 3.7623 loss: 1.4676 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4676 2023/07/21 17:06:33 - mmengine - INFO - Epoch(train) [24][6260/9365] lr: 1.8845e-04 eta: 0:31:55 time: 0.6086 data_time: 0.1006 memory: 16132 grad_norm: 3.8554 loss: 1.5109 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5109 2023/07/21 17:06:46 - mmengine - INFO - Epoch(train) [24][6280/9365] lr: 1.8603e-04 eta: 0:31:43 time: 0.6421 data_time: 0.1362 memory: 16132 grad_norm: 3.8353 loss: 1.2938 top1_acc: 0.7812 top5_acc: 0.9688 loss_cls: 1.2938 2023/07/21 17:06:58 - mmengine - INFO - Epoch(train) [24][6300/9365] lr: 1.8363e-04 eta: 0:31:30 time: 0.6019 data_time: 0.0914 memory: 16132 grad_norm: 3.8173 loss: 1.5063 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.5063 2023/07/21 17:07:10 - mmengine - INFO - Epoch(train) [24][6320/9365] lr: 1.8124e-04 eta: 0:31:18 time: 0.5988 data_time: 0.0903 memory: 16132 grad_norm: 3.8588 loss: 1.5492 top1_acc: 0.8438 top5_acc: 0.8750 loss_cls: 1.5492 2023/07/21 17:07:23 - mmengine - INFO - Epoch(train) [24][6340/9365] lr: 1.7887e-04 eta: 0:31:05 time: 0.6241 data_time: 0.1148 memory: 16132 grad_norm: 3.7958 loss: 1.3858 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3858 2023/07/21 17:07:35 - mmengine - INFO - Epoch(train) [24][6360/9365] lr: 1.7651e-04 eta: 0:30:53 time: 0.5995 data_time: 0.0955 memory: 16132 grad_norm: 3.8338 loss: 1.4460 top1_acc: 0.7812 top5_acc: 0.9062 loss_cls: 1.4460 2023/07/21 17:07:48 - mmengine - INFO - Epoch(train) [24][6380/9365] lr: 1.7417e-04 eta: 0:30:41 time: 0.6322 data_time: 0.0887 memory: 16132 grad_norm: 3.7967 loss: 1.4783 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.4783 2023/07/21 17:08:00 - mmengine - INFO - Epoch(train) [24][6400/9365] lr: 1.7185e-04 eta: 0:30:28 time: 0.6253 data_time: 0.0908 memory: 16132 grad_norm: 3.7338 loss: 1.4810 top1_acc: 0.5938 top5_acc: 0.9375 loss_cls: 1.4810 2023/07/21 17:08:12 - mmengine - INFO - Epoch(train) [24][6420/9365] lr: 1.6954e-04 eta: 0:30:16 time: 0.6064 data_time: 0.0818 memory: 16132 grad_norm: 3.8019 loss: 1.5444 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5444 2023/07/21 17:08:25 - mmengine - INFO - Epoch(train) [24][6440/9365] lr: 1.6724e-04 eta: 0:30:04 time: 0.6024 data_time: 0.0836 memory: 16132 grad_norm: 3.9193 loss: 1.4475 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.4475 2023/07/21 17:08:38 - mmengine - INFO - Epoch(train) [24][6460/9365] lr: 1.6497e-04 eta: 0:29:51 time: 0.6576 data_time: 0.0791 memory: 16132 grad_norm: 3.8135 loss: 1.4036 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.4036 2023/07/21 17:08:50 - mmengine - INFO - Epoch(train) [24][6480/9365] lr: 1.6270e-04 eta: 0:29:39 time: 0.6077 data_time: 0.0873 memory: 16132 grad_norm: 3.7678 loss: 1.3528 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.3528 2023/07/21 17:09:02 - mmengine - INFO - Epoch(train) [24][6500/9365] lr: 1.6046e-04 eta: 0:29:27 time: 0.6226 data_time: 0.0878 memory: 16132 grad_norm: 3.8200 loss: 1.3647 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.3647 2023/07/21 17:09:15 - mmengine - INFO - Epoch(train) [24][6520/9365] lr: 1.5822e-04 eta: 0:29:14 time: 0.6319 data_time: 0.0972 memory: 16132 grad_norm: 3.8071 loss: 1.3817 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.3817 2023/07/21 17:09:27 - mmengine - INFO - Epoch(train) [24][6540/9365] lr: 1.5601e-04 eta: 0:29:02 time: 0.5870 data_time: 0.0835 memory: 16132 grad_norm: 3.7617 loss: 1.5881 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5881 2023/07/21 17:09:39 - mmengine - INFO - Epoch(train) [24][6560/9365] lr: 1.5381e-04 eta: 0:28:50 time: 0.6118 data_time: 0.0747 memory: 16132 grad_norm: 3.8428 loss: 1.6370 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.6370 2023/07/21 17:09:52 - mmengine - INFO - Epoch(train) [24][6580/9365] lr: 1.5162e-04 eta: 0:28:37 time: 0.6197 data_time: 0.0907 memory: 16132 grad_norm: 3.8507 loss: 1.4902 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.4902 2023/07/21 17:10:04 - mmengine - INFO - Epoch(train) [24][6600/9365] lr: 1.4946e-04 eta: 0:28:25 time: 0.6066 data_time: 0.0889 memory: 16132 grad_norm: 3.8296 loss: 1.4594 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4594 2023/07/21 17:10:07 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 17:10:17 - mmengine - INFO - Epoch(train) [24][6620/9365] lr: 1.4730e-04 eta: 0:28:13 time: 0.6474 data_time: 0.1417 memory: 16132 grad_norm: 3.8812 loss: 1.5644 top1_acc: 0.6562 top5_acc: 0.7500 loss_cls: 1.5644 2023/07/21 17:10:29 - mmengine - INFO - Epoch(train) [24][6640/9365] lr: 1.4516e-04 eta: 0:28:00 time: 0.5952 data_time: 0.0853 memory: 16132 grad_norm: 3.8069 loss: 1.5386 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5386 2023/07/21 17:10:41 - mmengine - INFO - Epoch(train) [24][6660/9365] lr: 1.4304e-04 eta: 0:27:48 time: 0.6050 data_time: 0.0922 memory: 16132 grad_norm: 3.7591 loss: 1.4927 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.4927 2023/07/21 17:10:53 - mmengine - INFO - Epoch(train) [24][6680/9365] lr: 1.4094e-04 eta: 0:27:36 time: 0.6156 data_time: 0.0933 memory: 16132 grad_norm: 3.8051 loss: 1.4493 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4493 2023/07/21 17:11:05 - mmengine - INFO - Epoch(train) [24][6700/9365] lr: 1.3885e-04 eta: 0:27:23 time: 0.5946 data_time: 0.0881 memory: 16132 grad_norm: 3.8186 loss: 1.5609 top1_acc: 0.7500 top5_acc: 0.9062 loss_cls: 1.5609 2023/07/21 17:11:17 - mmengine - INFO - Epoch(train) [24][6720/9365] lr: 1.3677e-04 eta: 0:27:11 time: 0.5987 data_time: 0.1059 memory: 16132 grad_norm: 3.7543 loss: 1.5616 top1_acc: 0.4688 top5_acc: 0.8125 loss_cls: 1.5616 2023/07/21 17:11:30 - mmengine - INFO - Epoch(train) [24][6740/9365] lr: 1.3471e-04 eta: 0:26:59 time: 0.6293 data_time: 0.0826 memory: 16132 grad_norm: 3.7565 loss: 1.5153 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.5153 2023/07/21 17:11:43 - mmengine - INFO - Epoch(train) [24][6760/9365] lr: 1.3267e-04 eta: 0:26:46 time: 0.6506 data_time: 0.1321 memory: 16132 grad_norm: 3.7898 loss: 1.4296 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4296 2023/07/21 17:11:55 - mmengine - INFO - Epoch(train) [24][6780/9365] lr: 1.3064e-04 eta: 0:26:34 time: 0.5841 data_time: 0.0975 memory: 16132 grad_norm: 3.7847 loss: 1.4297 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.4297 2023/07/21 17:12:07 - mmengine - INFO - Epoch(train) [24][6800/9365] lr: 1.2863e-04 eta: 0:26:22 time: 0.6211 data_time: 0.0836 memory: 16132 grad_norm: 3.8249 loss: 1.4269 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 1.4269 2023/07/21 17:12:19 - mmengine - INFO - Epoch(train) [24][6820/9365] lr: 1.2663e-04 eta: 0:26:09 time: 0.5811 data_time: 0.0806 memory: 16132 grad_norm: 3.8918 loss: 1.4427 top1_acc: 0.5000 top5_acc: 0.9688 loss_cls: 1.4427 2023/07/21 17:12:31 - mmengine - INFO - Epoch(train) [24][6840/9365] lr: 1.2465e-04 eta: 0:25:57 time: 0.5932 data_time: 0.0840 memory: 16132 grad_norm: 3.7338 loss: 1.4456 top1_acc: 0.8125 top5_acc: 0.9062 loss_cls: 1.4456 2023/07/21 17:12:43 - mmengine - INFO - Epoch(train) [24][6860/9365] lr: 1.2268e-04 eta: 0:25:45 time: 0.5970 data_time: 0.0829 memory: 16132 grad_norm: 3.7392 loss: 1.5529 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.5529 2023/07/21 17:12:55 - mmengine - INFO - Epoch(train) [24][6880/9365] lr: 1.2073e-04 eta: 0:25:32 time: 0.6270 data_time: 0.0911 memory: 16132 grad_norm: 3.7636 loss: 1.4932 top1_acc: 0.5938 top5_acc: 0.9062 loss_cls: 1.4932 2023/07/21 17:13:08 - mmengine - INFO - Epoch(train) [24][6900/9365] lr: 1.1880e-04 eta: 0:25:20 time: 0.6311 data_time: 0.0836 memory: 16132 grad_norm: 3.8242 loss: 1.4808 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4808 2023/07/21 17:13:20 - mmengine - INFO - Epoch(train) [24][6920/9365] lr: 1.1688e-04 eta: 0:25:08 time: 0.6127 data_time: 0.0822 memory: 16132 grad_norm: 3.7445 loss: 1.4787 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4787 2023/07/21 17:13:33 - mmengine - INFO - Epoch(train) [24][6940/9365] lr: 1.1497e-04 eta: 0:24:55 time: 0.6112 data_time: 0.0977 memory: 16132 grad_norm: 3.7740 loss: 1.4582 top1_acc: 0.7188 top5_acc: 0.8438 loss_cls: 1.4582 2023/07/21 17:13:45 - mmengine - INFO - Epoch(train) [24][6960/9365] lr: 1.1309e-04 eta: 0:24:43 time: 0.6360 data_time: 0.1152 memory: 16132 grad_norm: 3.8471 loss: 1.4444 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4444 2023/07/21 17:13:58 - mmengine - INFO - Epoch(train) [24][6980/9365] lr: 1.1121e-04 eta: 0:24:31 time: 0.6362 data_time: 0.0863 memory: 16132 grad_norm: 3.6783 loss: 1.4044 top1_acc: 0.5938 top5_acc: 0.9375 loss_cls: 1.4044 2023/07/21 17:14:10 - mmengine - INFO - Epoch(train) [24][7000/9365] lr: 1.0936e-04 eta: 0:24:18 time: 0.5986 data_time: 0.0935 memory: 16132 grad_norm: 3.7979 loss: 1.3254 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.3254 2023/07/21 17:14:23 - mmengine - INFO - Epoch(train) [24][7020/9365] lr: 1.0752e-04 eta: 0:24:06 time: 0.6343 data_time: 0.1108 memory: 16132 grad_norm: 3.7951 loss: 1.3969 top1_acc: 0.5312 top5_acc: 0.8750 loss_cls: 1.3969 2023/07/21 17:14:35 - mmengine - INFO - Epoch(train) [24][7040/9365] lr: 1.0569e-04 eta: 0:23:54 time: 0.6035 data_time: 0.0849 memory: 16132 grad_norm: 3.8238 loss: 1.3834 top1_acc: 0.7188 top5_acc: 0.9688 loss_cls: 1.3834 2023/07/21 17:14:47 - mmengine - INFO - Epoch(train) [24][7060/9365] lr: 1.0388e-04 eta: 0:23:41 time: 0.6204 data_time: 0.0776 memory: 16132 grad_norm: 3.7913 loss: 1.4316 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4316 2023/07/21 17:14:59 - mmengine - INFO - Epoch(train) [24][7080/9365] lr: 1.0209e-04 eta: 0:23:29 time: 0.5940 data_time: 0.0878 memory: 16132 grad_norm: 3.8685 loss: 1.4079 top1_acc: 0.5000 top5_acc: 0.7812 loss_cls: 1.4079 2023/07/21 17:15:11 - mmengine - INFO - Epoch(train) [24][7100/9365] lr: 1.0031e-04 eta: 0:23:17 time: 0.6040 data_time: 0.0756 memory: 16132 grad_norm: 3.7867 loss: 1.4352 top1_acc: 0.5312 top5_acc: 0.8438 loss_cls: 1.4352 2023/07/21 17:15:24 - mmengine - INFO - Epoch(train) [24][7120/9365] lr: 9.8547e-05 eta: 0:23:04 time: 0.6047 data_time: 0.0924 memory: 16132 grad_norm: 3.7697 loss: 1.4208 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.4208 2023/07/21 17:15:36 - mmengine - INFO - Epoch(train) [24][7140/9365] lr: 9.6800e-05 eta: 0:22:52 time: 0.6184 data_time: 0.0910 memory: 16132 grad_norm: 3.7104 loss: 1.4784 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.4784 2023/07/21 17:15:49 - mmengine - INFO - Epoch(train) [24][7160/9365] lr: 9.5069e-05 eta: 0:22:40 time: 0.6367 data_time: 0.0967 memory: 16132 grad_norm: 3.8082 loss: 1.4672 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.4672 2023/07/21 17:16:01 - mmengine - INFO - Epoch(train) [24][7180/9365] lr: 9.3353e-05 eta: 0:22:27 time: 0.5990 data_time: 0.0939 memory: 16132 grad_norm: 3.8214 loss: 1.3797 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.3797 2023/07/21 17:16:12 - mmengine - INFO - Epoch(train) [24][7200/9365] lr: 9.1653e-05 eta: 0:22:15 time: 0.5767 data_time: 0.0796 memory: 16132 grad_norm: 3.7690 loss: 1.4939 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.4939 2023/07/21 17:16:24 - mmengine - INFO - Epoch(train) [24][7220/9365] lr: 8.9968e-05 eta: 0:22:03 time: 0.5792 data_time: 0.0798 memory: 16132 grad_norm: 3.7797 loss: 1.5126 top1_acc: 0.7188 top5_acc: 0.8750 loss_cls: 1.5126 2023/07/21 17:16:37 - mmengine - INFO - Epoch(train) [24][7240/9365] lr: 8.8299e-05 eta: 0:21:50 time: 0.6247 data_time: 0.0830 memory: 16132 grad_norm: 3.7528 loss: 1.4905 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.4905 2023/07/21 17:16:49 - mmengine - INFO - Epoch(train) [24][7260/9365] lr: 8.6646e-05 eta: 0:21:38 time: 0.6378 data_time: 0.0856 memory: 16132 grad_norm: 3.8375 loss: 1.5377 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.5377 2023/07/21 17:17:01 - mmengine - INFO - Epoch(train) [24][7280/9365] lr: 8.5008e-05 eta: 0:21:26 time: 0.5980 data_time: 0.0854 memory: 16132 grad_norm: 3.7631 loss: 1.5239 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.5239 2023/07/21 17:17:14 - mmengine - INFO - Epoch(train) [24][7300/9365] lr: 8.3386e-05 eta: 0:21:13 time: 0.6103 data_time: 0.0823 memory: 16132 grad_norm: 3.7542 loss: 1.5003 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5003 2023/07/21 17:17:26 - mmengine - INFO - Epoch(train) [24][7320/9365] lr: 8.1779e-05 eta: 0:21:01 time: 0.6066 data_time: 0.0807 memory: 16132 grad_norm: 3.7383 loss: 1.5342 top1_acc: 0.5312 top5_acc: 0.7188 loss_cls: 1.5342 2023/07/21 17:17:38 - mmengine - INFO - Epoch(train) [24][7340/9365] lr: 8.0188e-05 eta: 0:20:49 time: 0.6264 data_time: 0.0760 memory: 16132 grad_norm: 3.8104 loss: 1.5768 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.5768 2023/07/21 17:17:51 - mmengine - INFO - Epoch(train) [24][7360/9365] lr: 7.8613e-05 eta: 0:20:36 time: 0.6162 data_time: 0.0930 memory: 16132 grad_norm: 3.7865 loss: 1.4859 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4859 2023/07/21 17:18:03 - mmengine - INFO - Epoch(train) [24][7380/9365] lr: 7.7053e-05 eta: 0:20:24 time: 0.6076 data_time: 0.0785 memory: 16132 grad_norm: 3.8112 loss: 1.4408 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4408 2023/07/21 17:18:15 - mmengine - INFO - Epoch(train) [24][7400/9365] lr: 7.5509e-05 eta: 0:20:12 time: 0.6130 data_time: 0.0834 memory: 16132 grad_norm: 3.8283 loss: 1.3591 top1_acc: 0.6875 top5_acc: 0.7812 loss_cls: 1.3591 2023/07/21 17:18:27 - mmengine - INFO - Epoch(train) [24][7420/9365] lr: 7.3981e-05 eta: 0:19:59 time: 0.5970 data_time: 0.0826 memory: 16132 grad_norm: 3.7391 loss: 1.4224 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4224 2023/07/21 17:18:40 - mmengine - INFO - Epoch(train) [24][7440/9365] lr: 7.2468e-05 eta: 0:19:47 time: 0.6215 data_time: 0.1309 memory: 16132 grad_norm: 3.8206 loss: 1.6544 top1_acc: 0.6562 top5_acc: 0.7188 loss_cls: 1.6544 2023/07/21 17:18:52 - mmengine - INFO - Epoch(train) [24][7460/9365] lr: 7.0971e-05 eta: 0:19:35 time: 0.6279 data_time: 0.1230 memory: 16132 grad_norm: 3.7641 loss: 1.4472 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.4472 2023/07/21 17:19:04 - mmengine - INFO - Epoch(train) [24][7480/9365] lr: 6.9490e-05 eta: 0:19:22 time: 0.6019 data_time: 0.0828 memory: 16132 grad_norm: 3.7932 loss: 1.3697 top1_acc: 0.6562 top5_acc: 0.7812 loss_cls: 1.3697 2023/07/21 17:19:17 - mmengine - INFO - Epoch(train) [24][7500/9365] lr: 6.8024e-05 eta: 0:19:10 time: 0.6389 data_time: 0.0889 memory: 16132 grad_norm: 3.8495 loss: 1.5127 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.5127 2023/07/21 17:19:30 - mmengine - INFO - Epoch(train) [24][7520/9365] lr: 6.6573e-05 eta: 0:18:58 time: 0.6184 data_time: 0.0857 memory: 16132 grad_norm: 3.8093 loss: 1.5180 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.5180 2023/07/21 17:19:42 - mmengine - INFO - Epoch(train) [24][7540/9365] lr: 6.5139e-05 eta: 0:18:45 time: 0.6056 data_time: 0.0826 memory: 16132 grad_norm: 3.7801 loss: 1.4246 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.4246 2023/07/21 17:19:54 - mmengine - INFO - Epoch(train) [24][7560/9365] lr: 6.3720e-05 eta: 0:18:33 time: 0.5950 data_time: 0.0792 memory: 16132 grad_norm: 3.7888 loss: 1.5232 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.5232 2023/07/21 17:20:06 - mmengine - INFO - Epoch(train) [24][7580/9365] lr: 6.2316e-05 eta: 0:18:21 time: 0.6070 data_time: 0.0782 memory: 16132 grad_norm: 3.7710 loss: 1.4406 top1_acc: 0.4062 top5_acc: 0.6875 loss_cls: 1.4406 2023/07/21 17:20:18 - mmengine - INFO - Epoch(train) [24][7600/9365] lr: 6.0929e-05 eta: 0:18:08 time: 0.6031 data_time: 0.0799 memory: 16132 grad_norm: 3.7926 loss: 1.4236 top1_acc: 0.7812 top5_acc: 0.9375 loss_cls: 1.4236 2023/07/21 17:20:21 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 17:20:30 - mmengine - INFO - Epoch(train) [24][7620/9365] lr: 5.9556e-05 eta: 0:17:56 time: 0.6064 data_time: 0.0822 memory: 16132 grad_norm: 3.7786 loss: 1.5298 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.5298 2023/07/21 17:20:43 - mmengine - INFO - Epoch(train) [24][7640/9365] lr: 5.8200e-05 eta: 0:17:44 time: 0.6187 data_time: 0.0804 memory: 16132 grad_norm: 3.7562 loss: 1.4453 top1_acc: 0.7812 top5_acc: 0.8750 loss_cls: 1.4453 2023/07/21 17:20:55 - mmengine - INFO - Epoch(train) [24][7660/9365] lr: 5.6859e-05 eta: 0:17:31 time: 0.6198 data_time: 0.0893 memory: 16132 grad_norm: 3.8635 loss: 1.5362 top1_acc: 0.7188 top5_acc: 0.7188 loss_cls: 1.5362 2023/07/21 17:21:08 - mmengine - INFO - Epoch(train) [24][7680/9365] lr: 5.5534e-05 eta: 0:17:19 time: 0.6187 data_time: 0.0933 memory: 16132 grad_norm: 3.7774 loss: 1.4629 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.4629 2023/07/21 17:21:19 - mmengine - INFO - Epoch(train) [24][7700/9365] lr: 5.4224e-05 eta: 0:17:07 time: 0.5898 data_time: 0.0951 memory: 16132 grad_norm: 3.7833 loss: 1.4121 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.4121 2023/07/21 17:21:32 - mmengine - INFO - Epoch(train) [24][7720/9365] lr: 5.2930e-05 eta: 0:16:54 time: 0.6061 data_time: 0.0957 memory: 16132 grad_norm: 3.6719 loss: 1.4339 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.4339 2023/07/21 17:21:44 - mmengine - INFO - Epoch(train) [24][7740/9365] lr: 5.1652e-05 eta: 0:16:42 time: 0.6179 data_time: 0.0821 memory: 16132 grad_norm: 3.8282 loss: 1.5104 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.5104 2023/07/21 17:21:56 - mmengine - INFO - Epoch(train) [24][7760/9365] lr: 5.0389e-05 eta: 0:16:29 time: 0.6000 data_time: 0.0980 memory: 16132 grad_norm: 3.7760 loss: 1.5191 top1_acc: 0.5625 top5_acc: 0.7812 loss_cls: 1.5191 2023/07/21 17:22:09 - mmengine - INFO - Epoch(train) [24][7780/9365] lr: 4.9142e-05 eta: 0:16:17 time: 0.6280 data_time: 0.0812 memory: 16132 grad_norm: 3.7518 loss: 1.4037 top1_acc: 0.6250 top5_acc: 0.8438 loss_cls: 1.4037 2023/07/21 17:22:21 - mmengine - INFO - Epoch(train) [24][7800/9365] lr: 4.7910e-05 eta: 0:16:05 time: 0.5962 data_time: 0.0834 memory: 16132 grad_norm: 3.7644 loss: 1.4752 top1_acc: 0.5938 top5_acc: 0.7500 loss_cls: 1.4752 2023/07/21 17:22:33 - mmengine - INFO - Epoch(train) [24][7820/9365] lr: 4.6694e-05 eta: 0:15:52 time: 0.6221 data_time: 0.0909 memory: 16132 grad_norm: 3.7650 loss: 1.5766 top1_acc: 0.5312 top5_acc: 0.7812 loss_cls: 1.5766 2023/07/21 17:22:45 - mmengine - INFO - Epoch(train) [24][7840/9365] lr: 4.5494e-05 eta: 0:15:40 time: 0.5769 data_time: 0.0930 memory: 16132 grad_norm: 3.8001 loss: 1.5194 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5194 2023/07/21 17:22:57 - mmengine - INFO - Epoch(train) [24][7860/9365] lr: 4.4309e-05 eta: 0:15:28 time: 0.6196 data_time: 0.0879 memory: 16132 grad_norm: 3.7444 loss: 1.4650 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.4650 2023/07/21 17:23:10 - mmengine - INFO - Epoch(train) [24][7880/9365] lr: 4.3140e-05 eta: 0:15:15 time: 0.6199 data_time: 0.0812 memory: 16132 grad_norm: 3.7941 loss: 1.4557 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.4557 2023/07/21 17:23:22 - mmengine - INFO - Epoch(train) [24][7900/9365] lr: 4.1987e-05 eta: 0:15:03 time: 0.6153 data_time: 0.0996 memory: 16132 grad_norm: 3.8378 loss: 1.5400 top1_acc: 0.6250 top5_acc: 0.9062 loss_cls: 1.5400 2023/07/21 17:23:35 - mmengine - INFO - Epoch(train) [24][7920/9365] lr: 4.0849e-05 eta: 0:14:51 time: 0.6365 data_time: 0.1048 memory: 16132 grad_norm: 3.8478 loss: 1.4255 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.4255 2023/07/21 17:23:47 - mmengine - INFO - Epoch(train) [24][7940/9365] lr: 3.9727e-05 eta: 0:14:38 time: 0.6190 data_time: 0.0880 memory: 16132 grad_norm: 3.7986 loss: 1.5045 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.5045 2023/07/21 17:23:59 - mmengine - INFO - Epoch(train) [24][7960/9365] lr: 3.8621e-05 eta: 0:14:26 time: 0.6063 data_time: 0.0853 memory: 16132 grad_norm: 3.8052 loss: 1.5068 top1_acc: 0.5000 top5_acc: 0.9062 loss_cls: 1.5068 2023/07/21 17:24:12 - mmengine - INFO - Epoch(train) [24][7980/9365] lr: 3.7530e-05 eta: 0:14:14 time: 0.6149 data_time: 0.0741 memory: 16132 grad_norm: 3.8571 loss: 1.5125 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.5125 2023/07/21 17:24:24 - mmengine - INFO - Epoch(train) [24][8000/9365] lr: 3.6454e-05 eta: 0:14:01 time: 0.6133 data_time: 0.0800 memory: 16132 grad_norm: 3.7616 loss: 1.5088 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5088 2023/07/21 17:24:36 - mmengine - INFO - Epoch(train) [24][8020/9365] lr: 3.5395e-05 eta: 0:13:49 time: 0.6112 data_time: 0.0983 memory: 16132 grad_norm: 3.7224 loss: 1.3664 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.3664 2023/07/21 17:24:49 - mmengine - INFO - Epoch(train) [24][8040/9365] lr: 3.4351e-05 eta: 0:13:37 time: 0.6229 data_time: 0.0929 memory: 16132 grad_norm: 3.7718 loss: 1.3428 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.3428 2023/07/21 17:25:01 - mmengine - INFO - Epoch(train) [24][8060/9365] lr: 3.3322e-05 eta: 0:13:24 time: 0.6239 data_time: 0.1148 memory: 16132 grad_norm: 3.8746 loss: 1.4010 top1_acc: 0.8125 top5_acc: 0.9688 loss_cls: 1.4010 2023/07/21 17:25:13 - mmengine - INFO - Epoch(train) [24][8080/9365] lr: 3.2310e-05 eta: 0:13:12 time: 0.6030 data_time: 0.0869 memory: 16132 grad_norm: 3.7567 loss: 1.4459 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4459 2023/07/21 17:25:26 - mmengine - INFO - Epoch(train) [24][8100/9365] lr: 3.1313e-05 eta: 0:13:00 time: 0.6158 data_time: 0.0824 memory: 16132 grad_norm: 3.7450 loss: 1.4007 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4007 2023/07/21 17:25:38 - mmengine - INFO - Epoch(train) [24][8120/9365] lr: 3.0331e-05 eta: 0:12:47 time: 0.6172 data_time: 0.0902 memory: 16132 grad_norm: 3.7656 loss: 1.5059 top1_acc: 0.6875 top5_acc: 0.8438 loss_cls: 1.5059 2023/07/21 17:25:51 - mmengine - INFO - Epoch(train) [24][8140/9365] lr: 2.9365e-05 eta: 0:12:35 time: 0.6222 data_time: 0.1017 memory: 16132 grad_norm: 3.8245 loss: 1.4394 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 1.4394 2023/07/21 17:26:04 - mmengine - INFO - Epoch(train) [24][8160/9365] lr: 2.8415e-05 eta: 0:12:23 time: 0.6455 data_time: 0.1417 memory: 16132 grad_norm: 3.6956 loss: 1.3625 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.3625 2023/07/21 17:26:15 - mmengine - INFO - Epoch(train) [24][8180/9365] lr: 2.7480e-05 eta: 0:12:10 time: 0.5950 data_time: 0.0874 memory: 16132 grad_norm: 3.7419 loss: 1.4579 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4579 2023/07/21 17:26:28 - mmengine - INFO - Epoch(train) [24][8200/9365] lr: 2.6561e-05 eta: 0:11:58 time: 0.6330 data_time: 0.0850 memory: 16132 grad_norm: 3.8466 loss: 1.4189 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.4189 2023/07/21 17:26:41 - mmengine - INFO - Epoch(train) [24][8220/9365] lr: 2.5658e-05 eta: 0:11:46 time: 0.6164 data_time: 0.1284 memory: 16132 grad_norm: 3.7907 loss: 1.4893 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.4893 2023/07/21 17:26:53 - mmengine - INFO - Epoch(train) [24][8240/9365] lr: 2.4770e-05 eta: 0:11:33 time: 0.6303 data_time: 0.0858 memory: 16132 grad_norm: 3.7365 loss: 1.3711 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.3711 2023/07/21 17:27:05 - mmengine - INFO - Epoch(train) [24][8260/9365] lr: 2.3898e-05 eta: 0:11:21 time: 0.6066 data_time: 0.0870 memory: 16132 grad_norm: 3.7854 loss: 1.4834 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.4834 2023/07/21 17:27:18 - mmengine - INFO - Epoch(train) [24][8280/9365] lr: 2.3042e-05 eta: 0:11:09 time: 0.6170 data_time: 0.1024 memory: 16132 grad_norm: 3.7621 loss: 1.6010 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6010 2023/07/21 17:27:30 - mmengine - INFO - Epoch(train) [24][8300/9365] lr: 2.2201e-05 eta: 0:10:56 time: 0.6050 data_time: 0.0839 memory: 16132 grad_norm: 3.8294 loss: 1.4473 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.4473 2023/07/21 17:27:43 - mmengine - INFO - Epoch(train) [24][8320/9365] lr: 2.1376e-05 eta: 0:10:44 time: 0.6281 data_time: 0.0889 memory: 16132 grad_norm: 3.7715 loss: 1.2967 top1_acc: 0.5312 top5_acc: 0.6875 loss_cls: 1.2967 2023/07/21 17:27:54 - mmengine - INFO - Epoch(train) [24][8340/9365] lr: 2.0566e-05 eta: 0:10:32 time: 0.5946 data_time: 0.0818 memory: 16132 grad_norm: 3.8189 loss: 1.4398 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4398 2023/07/21 17:28:07 - mmengine - INFO - Epoch(train) [24][8360/9365] lr: 1.9772e-05 eta: 0:10:19 time: 0.6114 data_time: 0.0972 memory: 16132 grad_norm: 3.8641 loss: 1.3765 top1_acc: 0.5938 top5_acc: 0.7812 loss_cls: 1.3765 2023/07/21 17:28:19 - mmengine - INFO - Epoch(train) [24][8380/9365] lr: 1.8994e-05 eta: 0:10:07 time: 0.6180 data_time: 0.0837 memory: 16132 grad_norm: 3.7960 loss: 1.4153 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.4153 2023/07/21 17:28:32 - mmengine - INFO - Epoch(train) [24][8400/9365] lr: 1.8231e-05 eta: 0:09:55 time: 0.6430 data_time: 0.0803 memory: 16132 grad_norm: 3.7132 loss: 1.4943 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.4943 2023/07/21 17:28:44 - mmengine - INFO - Epoch(train) [24][8420/9365] lr: 1.7484e-05 eta: 0:09:42 time: 0.6051 data_time: 0.0896 memory: 16132 grad_norm: 3.7563 loss: 1.4962 top1_acc: 0.6875 top5_acc: 0.9688 loss_cls: 1.4962 2023/07/21 17:28:56 - mmengine - INFO - Epoch(train) [24][8440/9365] lr: 1.6752e-05 eta: 0:09:30 time: 0.6101 data_time: 0.0823 memory: 16132 grad_norm: 3.8079 loss: 1.5522 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5522 2023/07/21 17:29:09 - mmengine - INFO - Epoch(train) [24][8460/9365] lr: 1.6037e-05 eta: 0:09:18 time: 0.6137 data_time: 0.0925 memory: 16132 grad_norm: 3.7628 loss: 1.4390 top1_acc: 0.7188 top5_acc: 0.8125 loss_cls: 1.4390 2023/07/21 17:29:21 - mmengine - INFO - Epoch(train) [24][8480/9365] lr: 1.5336e-05 eta: 0:09:05 time: 0.6025 data_time: 0.0891 memory: 16132 grad_norm: 3.7189 loss: 1.4087 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.4087 2023/07/21 17:29:33 - mmengine - INFO - Epoch(train) [24][8500/9365] lr: 1.4652e-05 eta: 0:08:53 time: 0.6119 data_time: 0.1126 memory: 16132 grad_norm: 3.8030 loss: 1.5353 top1_acc: 0.5000 top5_acc: 0.7188 loss_cls: 1.5353 2023/07/21 17:29:46 - mmengine - INFO - Epoch(train) [24][8520/9365] lr: 1.3983e-05 eta: 0:08:41 time: 0.6288 data_time: 0.1179 memory: 16132 grad_norm: 3.8254 loss: 1.5936 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.5936 2023/07/21 17:29:58 - mmengine - INFO - Epoch(train) [24][8540/9365] lr: 1.3330e-05 eta: 0:08:28 time: 0.6191 data_time: 0.1052 memory: 16132 grad_norm: 3.7827 loss: 1.4076 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.4076 2023/07/21 17:30:10 - mmengine - INFO - Epoch(train) [24][8560/9365] lr: 1.2692e-05 eta: 0:08:16 time: 0.5908 data_time: 0.0851 memory: 16132 grad_norm: 3.7866 loss: 1.4692 top1_acc: 0.5625 top5_acc: 0.8438 loss_cls: 1.4692 2023/07/21 17:30:23 - mmengine - INFO - Epoch(train) [24][8580/9365] lr: 1.2070e-05 eta: 0:08:04 time: 0.6387 data_time: 0.0978 memory: 16132 grad_norm: 3.7951 loss: 1.5478 top1_acc: 0.6250 top5_acc: 0.7812 loss_cls: 1.5478 2023/07/21 17:30:35 - mmengine - INFO - Epoch(train) [24][8600/9365] lr: 1.1463e-05 eta: 0:07:51 time: 0.6181 data_time: 0.0799 memory: 16132 grad_norm: 3.7500 loss: 1.4100 top1_acc: 0.7188 top5_acc: 0.9062 loss_cls: 1.4100 2023/07/21 17:30:38 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 17:30:47 - mmengine - INFO - Epoch(train) [24][8620/9365] lr: 1.0873e-05 eta: 0:07:39 time: 0.6014 data_time: 0.0792 memory: 16132 grad_norm: 3.7500 loss: 1.3335 top1_acc: 0.8125 top5_acc: 0.9688 loss_cls: 1.3335 2023/07/21 17:31:00 - mmengine - INFO - Epoch(train) [24][8640/9365] lr: 1.0297e-05 eta: 0:07:27 time: 0.6524 data_time: 0.0912 memory: 16132 grad_norm: 3.8660 loss: 1.4445 top1_acc: 0.8750 top5_acc: 0.9688 loss_cls: 1.4445 2023/07/21 17:31:12 - mmengine - INFO - Epoch(train) [24][8660/9365] lr: 9.7380e-06 eta: 0:07:14 time: 0.5894 data_time: 0.0866 memory: 16132 grad_norm: 3.8436 loss: 1.4514 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.4514 2023/07/21 17:31:24 - mmengine - INFO - Epoch(train) [24][8680/9365] lr: 9.1940e-06 eta: 0:07:02 time: 0.5899 data_time: 0.0808 memory: 16132 grad_norm: 3.8138 loss: 1.4702 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.4702 2023/07/21 17:31:37 - mmengine - INFO - Epoch(train) [24][8700/9365] lr: 8.6658e-06 eta: 0:06:50 time: 0.6235 data_time: 0.0864 memory: 16132 grad_norm: 3.8204 loss: 1.5321 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.5321 2023/07/21 17:31:49 - mmengine - INFO - Epoch(train) [24][8720/9365] lr: 8.1531e-06 eta: 0:06:37 time: 0.6338 data_time: 0.0984 memory: 16132 grad_norm: 3.8134 loss: 1.4301 top1_acc: 0.7812 top5_acc: 0.8750 loss_cls: 1.4301 2023/07/21 17:32:01 - mmengine - INFO - Epoch(train) [24][8740/9365] lr: 7.6561e-06 eta: 0:06:25 time: 0.5847 data_time: 0.0947 memory: 16132 grad_norm: 3.8327 loss: 1.5810 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.5810 2023/07/21 17:32:14 - mmengine - INFO - Epoch(train) [24][8760/9365] lr: 7.1747e-06 eta: 0:06:13 time: 0.6335 data_time: 0.0972 memory: 16132 grad_norm: 3.7929 loss: 1.4038 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.4038 2023/07/21 17:32:26 - mmengine - INFO - Epoch(train) [24][8780/9365] lr: 6.7089e-06 eta: 0:06:00 time: 0.6103 data_time: 0.0864 memory: 16132 grad_norm: 3.7232 loss: 1.4664 top1_acc: 0.6562 top5_acc: 0.8438 loss_cls: 1.4664 2023/07/21 17:32:38 - mmengine - INFO - Epoch(train) [24][8800/9365] lr: 6.2588e-06 eta: 0:05:48 time: 0.6114 data_time: 0.0924 memory: 16132 grad_norm: 3.7480 loss: 1.4941 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.4941 2023/07/21 17:32:51 - mmengine - INFO - Epoch(train) [24][8820/9365] lr: 5.8243e-06 eta: 0:05:36 time: 0.6138 data_time: 0.0935 memory: 16132 grad_norm: 3.7584 loss: 1.3575 top1_acc: 0.7812 top5_acc: 0.9062 loss_cls: 1.3575 2023/07/21 17:33:03 - mmengine - INFO - Epoch(train) [24][8840/9365] lr: 5.4054e-06 eta: 0:05:23 time: 0.6256 data_time: 0.0819 memory: 16132 grad_norm: 3.7251 loss: 1.3546 top1_acc: 0.8750 top5_acc: 0.9688 loss_cls: 1.3546 2023/07/21 17:33:15 - mmengine - INFO - Epoch(train) [24][8860/9365] lr: 5.0022e-06 eta: 0:05:11 time: 0.6034 data_time: 0.0979 memory: 16132 grad_norm: 3.7837 loss: 1.5029 top1_acc: 0.6562 top5_acc: 0.8125 loss_cls: 1.5029 2023/07/21 17:33:28 - mmengine - INFO - Epoch(train) [24][8880/9365] lr: 4.6146e-06 eta: 0:04:59 time: 0.6333 data_time: 0.0753 memory: 16132 grad_norm: 3.7996 loss: 1.4812 top1_acc: 0.8125 top5_acc: 0.9062 loss_cls: 1.4812 2023/07/21 17:33:40 - mmengine - INFO - Epoch(train) [24][8900/9365] lr: 4.2426e-06 eta: 0:04:46 time: 0.5943 data_time: 0.0825 memory: 16132 grad_norm: 3.8250 loss: 1.5084 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5084 2023/07/21 17:33:53 - mmengine - INFO - Epoch(train) [24][8920/9365] lr: 3.8862e-06 eta: 0:04:34 time: 0.6322 data_time: 0.0827 memory: 16132 grad_norm: 3.8067 loss: 1.5672 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.5672 2023/07/21 17:34:05 - mmengine - INFO - Epoch(train) [24][8940/9365] lr: 3.5455e-06 eta: 0:04:22 time: 0.6303 data_time: 0.1178 memory: 16132 grad_norm: 3.6716 loss: 1.4432 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.4432 2023/07/21 17:34:18 - mmengine - INFO - Epoch(train) [24][8960/9365] lr: 3.2204e-06 eta: 0:04:09 time: 0.6220 data_time: 0.1140 memory: 16132 grad_norm: 3.6900 loss: 1.5015 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.5015 2023/07/21 17:34:30 - mmengine - INFO - Epoch(train) [24][8980/9365] lr: 2.9110e-06 eta: 0:03:57 time: 0.6126 data_time: 0.0829 memory: 16132 grad_norm: 3.7625 loss: 1.5486 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5486 2023/07/21 17:34:43 - mmengine - INFO - Epoch(train) [24][9000/9365] lr: 2.6171e-06 eta: 0:03:45 time: 0.6368 data_time: 0.0873 memory: 16132 grad_norm: 3.8415 loss: 1.4856 top1_acc: 0.7812 top5_acc: 0.8750 loss_cls: 1.4856 2023/07/21 17:34:56 - mmengine - INFO - Epoch(train) [24][9020/9365] lr: 2.3389e-06 eta: 0:03:32 time: 0.6245 data_time: 0.1296 memory: 16132 grad_norm: 3.8231 loss: 1.3860 top1_acc: 0.5938 top5_acc: 0.8438 loss_cls: 1.3860 2023/07/21 17:35:08 - mmengine - INFO - Epoch(train) [24][9040/9365] lr: 2.0763e-06 eta: 0:03:20 time: 0.6072 data_time: 0.0903 memory: 16132 grad_norm: 3.7860 loss: 1.4215 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.4215 2023/07/21 17:35:20 - mmengine - INFO - Epoch(train) [24][9060/9365] lr: 1.8294e-06 eta: 0:03:08 time: 0.5950 data_time: 0.1074 memory: 16132 grad_norm: 3.8553 loss: 1.4320 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.4320 2023/07/21 17:35:32 - mmengine - INFO - Epoch(train) [24][9080/9365] lr: 1.5981e-06 eta: 0:02:55 time: 0.6233 data_time: 0.0771 memory: 16132 grad_norm: 3.7503 loss: 1.4556 top1_acc: 0.5312 top5_acc: 0.7500 loss_cls: 1.4556 2023/07/21 17:35:44 - mmengine - INFO - Epoch(train) [24][9100/9365] lr: 1.3824e-06 eta: 0:02:43 time: 0.5959 data_time: 0.0901 memory: 16132 grad_norm: 3.8597 loss: 1.4995 top1_acc: 0.7500 top5_acc: 0.8438 loss_cls: 1.4995 2023/07/21 17:35:56 - mmengine - INFO - Epoch(train) [24][9120/9365] lr: 1.1823e-06 eta: 0:02:31 time: 0.6029 data_time: 0.0794 memory: 16132 grad_norm: 3.8123 loss: 1.4705 top1_acc: 0.5625 top5_acc: 0.7188 loss_cls: 1.4705 2023/07/21 17:36:09 - mmengine - INFO - Epoch(train) [24][9140/9365] lr: 9.9788e-07 eta: 0:02:18 time: 0.6131 data_time: 0.0824 memory: 16132 grad_norm: 3.8368 loss: 1.5640 top1_acc: 0.5312 top5_acc: 0.8125 loss_cls: 1.5640 2023/07/21 17:36:21 - mmengine - INFO - Epoch(train) [24][9160/9365] lr: 8.2908e-07 eta: 0:02:06 time: 0.6168 data_time: 0.0900 memory: 16132 grad_norm: 3.8344 loss: 1.5071 top1_acc: 0.6562 top5_acc: 0.8750 loss_cls: 1.5071 2023/07/21 17:36:33 - mmengine - INFO - Epoch(train) [24][9180/9365] lr: 6.7591e-07 eta: 0:01:54 time: 0.6179 data_time: 0.0836 memory: 16132 grad_norm: 3.7851 loss: 1.3701 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.3701 2023/07/21 17:36:45 - mmengine - INFO - Epoch(train) [24][9200/9365] lr: 5.3837e-07 eta: 0:01:41 time: 0.5936 data_time: 0.0884 memory: 16132 grad_norm: 3.7775 loss: 1.5221 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5221 2023/07/21 17:36:57 - mmengine - INFO - Epoch(train) [24][9220/9365] lr: 4.1645e-07 eta: 0:01:29 time: 0.5942 data_time: 0.0775 memory: 16132 grad_norm: 3.7508 loss: 1.5585 top1_acc: 0.6562 top5_acc: 0.9062 loss_cls: 1.5585 2023/07/21 17:37:09 - mmengine - INFO - Epoch(train) [24][9240/9365] lr: 3.1017e-07 eta: 0:01:17 time: 0.6034 data_time: 0.0824 memory: 16132 grad_norm: 3.8224 loss: 1.4027 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.4027 2023/07/21 17:37:22 - mmengine - INFO - Epoch(train) [24][9260/9365] lr: 2.1952e-07 eta: 0:01:04 time: 0.6291 data_time: 0.0802 memory: 16132 grad_norm: 3.7934 loss: 1.4468 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.4468 2023/07/21 17:37:35 - mmengine - INFO - Epoch(train) [24][9280/9365] lr: 1.4450e-07 eta: 0:00:52 time: 0.6420 data_time: 0.0836 memory: 16132 grad_norm: 3.8628 loss: 1.4376 top1_acc: 0.5938 top5_acc: 0.8750 loss_cls: 1.4376 2023/07/21 17:37:47 - mmengine - INFO - Epoch(train) [24][9300/9365] lr: 8.5104e-08 eta: 0:00:40 time: 0.6118 data_time: 0.0804 memory: 16132 grad_norm: 3.8279 loss: 1.4467 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4467 2023/07/21 17:37:59 - mmengine - INFO - Epoch(train) [24][9320/9365] lr: 4.1341e-08 eta: 0:00:27 time: 0.5956 data_time: 0.0782 memory: 16132 grad_norm: 3.7467 loss: 1.4618 top1_acc: 0.5938 top5_acc: 0.8125 loss_cls: 1.4618 2023/07/21 17:38:11 - mmengine - INFO - Epoch(train) [24][9340/9365] lr: 1.3207e-08 eta: 0:00:15 time: 0.6147 data_time: 0.0809 memory: 16132 grad_norm: 3.7065 loss: 1.2633 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.2633 2023/07/21 17:38:23 - mmengine - INFO - Epoch(train) [24][9360/9365] lr: 7.0334e-10 eta: 0:00:03 time: 0.5890 data_time: 0.0836 memory: 16132 grad_norm: 3.8724 loss: 1.4703 top1_acc: 0.6875 top5_acc: 0.9062 loss_cls: 1.4703 2023/07/21 17:38:26 - mmengine - INFO - Exp name: slowonly_r50_8xb32-u48-240e_k400-keypoint_20230720_140308 2023/07/21 17:38:26 - mmengine - INFO - Epoch(train) [24][9365/9365] lr: 1.9537e-11 eta: 0:00:00 time: 0.5721 data_time: 0.0788 memory: 16132 grad_norm: 3.8753 loss: 1.4566 top1_acc: 0.6667 top5_acc: 0.7917 loss_cls: 1.4566 2023/07/21 17:38:26 - mmengine - INFO - Saving checkpoint at 24 epochs 2023/07/21 17:38:46 - mmengine - INFO - Epoch(val) [24][20/78] eta: 0:00:53 time: 0.9155 data_time: 0.6390 memory: 3721 2023/07/21 17:38:56 - mmengine - INFO - Epoch(val) [24][40/78] eta: 0:00:27 time: 0.5150 data_time: 0.2244 memory: 3721 2023/07/21 17:39:05 - mmengine - INFO - Epoch(val) [24][60/78] eta: 0:00:11 time: 0.4729 data_time: 0.1991 memory: 3721 2023/07/21 17:39:17 - mmengine - INFO - Epoch(val) [24][78/78] acc/top1: 0.4598 acc/top5: 0.7045 acc/mean1: 0.4595 data_time: 0.3117 time: 0.5797 2023/07/21 17:39:17 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/daiwenxun/mmlab/mmaction2/work_dirs/slowonly_r50_8xb32-u48-240e_k400-keypoint/best_acc_top1_epoch_23.pth is removed 2023/07/21 17:39:20 - mmengine - INFO - The best checkpoint with 0.4598 acc/top1 at 24 epoch is saved to best_acc_top1_epoch_24.pth.