2022/12/04 10:14:55 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.7.13 (default, Mar 29 2022, 02:18:16) [GCC 7.5.0] CUDA available: True numpy_random_seed: 1784125339 GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB CUDA_HOME: /mnt/cache/share/cuda-11.1 NVCC: Cuda compilation tools, release 11.1, V11.1.74 GCC: gcc (GCC) 5.4.0 PyTorch: 1.10.0+cu111 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.2.3 (Git Hash 7336ca9f055cf1bfa13efb658fe15dc9b41f0740) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX512 - CUDA Runtime 11.1 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.0.5 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.10.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, TorchVision: 0.11.0+cu111 OpenCV: 4.5.5 MMEngine: 0.3.2 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: None diff_rank_seed: False deterministic: False Distributed launcher: slurm Distributed training: True GPU number: 8 ------------------------------------------------------------ 2022/12/04 10:14:57 - 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=2), sampler_seed=dict(type='DistSamplerSeedHook'), sync_buffers=dict(type='SyncBuffersHook')) env_cfg = dict( cudnn_benchmark=False, mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0), dist_cfg=dict(backend='nccl')) log_processor = dict(type='LogProcessor', window_size=20, by_epoch=True) vis_backends = [dict(type='LocalVisBackend')] visualizer = dict( type='ActionVisualizer', vis_backends=[dict(type='LocalVisBackend')]) log_level = 'INFO' load_from = None resume = False url = 'https://download.openmmlab.com/mmaction/v1.0/recognition/slowonly/slowonly_imagenet-pretrained-r50_16xb16-8x8x1-steplr-150e_kinetics700-rgb/slowonly_imagenet-pretrained-r50_16xb16-8x8x1-steplr-150e_kinetics700-rgb_20221013-15b93b10.pth' model = dict( type='FastRCNN', _scope_='mmdet', init_cfg=dict( type='Pretrained', checkpoint= 'https://download.openmmlab.com/mmaction/v1.0/recognition/slowonly/slowonly_imagenet-pretrained-r50_16xb16-8x8x1-steplr-150e_kinetics700-rgb/slowonly_imagenet-pretrained-r50_16xb16-8x8x1-steplr-150e_kinetics700-rgb_20221013-15b93b10.pth' ), backbone=dict( type='ResNet3dSlowOnly', depth=50, pretrained=None, pretrained2d=False, lateral=False, num_stages=4, conv1_kernel=(1, 7, 7), conv1_stride_t=1, pool1_stride_t=1, spatial_strides=(1, 2, 2, 1)), roi_head=dict( type='AVARoIHead', bbox_roi_extractor=dict( type='SingleRoIExtractor3D', roi_layer_type='RoIAlign', output_size=8, with_temporal_pool=True, with_global=True, temporal_pool_mode='max'), bbox_head=dict( type='BBoxHeadAVA', in_channels=4096, num_classes=81, multilabel=True, dropout_ratio=0.5, mlp_head=True, focal_gamma=1.0)), data_preprocessor=dict( type='ActionDataPreprocessor', _scope_='mmaction', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], format_shape='NCTHW'), train_cfg=dict( rcnn=dict( assigner=dict( type='MaxIoUAssignerAVA', pos_iou_thr=0.9, neg_iou_thr=0.9, min_pos_iou=0.9), sampler=dict( type='RandomSampler', num=32, pos_fraction=1, neg_pos_ub=-1, add_gt_as_proposals=True), pos_weight=1.0)), test_cfg=dict(rcnn=None)) dataset_type = 'AVAKineticsDataset' data_root = 'data/ava_kinetics/rawframes' anno_root = 'data/ava_kinetics/annotations' ann_file_train = 'data/ava_kinetics/annotations/ava_train_v2.2.csv' ann_file_val = 'data/ava_kinetics/annotations/ava_val_v2.2.csv' exclude_file_train = 'data/ava_kinetics/annotations/ava_train_excluded_timestamps_v2.2.csv' exclude_file_val = 'data/ava_kinetics/annotations/ava_val_excluded_timestamps_v2.2.csv' label_file = 'data/ava_kinetics/annotations/ava_action_list_v2.2_for_activitynet_2019.pbtxt' proposal_file_train = 'data/ava_kinetics/annotations/ava_dense_proposals_train.FAIR.recall_93.9.pkl' proposal_file_val = 'data/ava_kinetics/annotations/ava_dense_proposals_val.FAIR.recall_93.9.pkl' file_client_args = dict( io_backend='petrel', path_mapping=dict({ 'data/ava_kinetics/rawframes/': 's3://openmmlab/datasets/action/ava/rawframes/' })) train_pipeline = [ dict(type='SampleAVAFrames', clip_len=8, frame_interval=8), dict( type='RawFrameDecode', io_backend='petrel', path_mapping=dict({ 'data/ava_kinetics/rawframes/': 's3://openmmlab/datasets/action/ava/rawframes/' })), dict(type='RandomRescale', scale_range=(256, 320)), dict(type='RandomCrop', size=256), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW', collapse=True), dict(type='PackActionInputs') ] val_pipeline = [ dict(type='SampleAVAFrames', clip_len=8, frame_interval=8, test_mode=True), dict( type='RawFrameDecode', io_backend='petrel', path_mapping=dict({ 'data/ava_kinetics/rawframes/': 's3://openmmlab/datasets/action/ava/rawframes/' })), dict(type='Resize', scale=(-1, 256)), dict(type='FormatShape', input_format='NCTHW', collapse=True), dict(type='PackActionInputs') ] train_dataloader = dict( batch_size=8, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=True), dataset=dict( type='AVAKineticsDataset', ann_file='data/ava_kinetics/annotations/ava_train_v2.2.csv', exclude_file= 'data/ava_kinetics/annotations/ava_train_excluded_timestamps_v2.2.csv', pipeline=[ dict(type='SampleAVAFrames', clip_len=8, frame_interval=8), dict( type='RawFrameDecode', io_backend='petrel', path_mapping=dict({ 'data/ava_kinetics/rawframes/': 's3://openmmlab/datasets/action/ava/rawframes/' })), dict(type='RandomRescale', scale_range=(256, 320)), dict(type='RandomCrop', size=256), dict(type='Flip', flip_ratio=0.5), dict(type='FormatShape', input_format='NCTHW', collapse=True), dict(type='PackActionInputs') ], label_file= 'data/ava_kinetics/annotations/ava_action_list_v2.2_for_activitynet_2019.pbtxt', proposal_file= 'data/ava_kinetics/annotations/ava_dense_proposals_train.FAIR.recall_93.9.pkl', data_prefix=dict(img='data/ava_kinetics/rawframes'))) val_dataloader = dict( batch_size=1, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='AVAKineticsDataset', ann_file='data/ava_kinetics/annotations/ava_val_v2.2.csv', exclude_file= 'data/ava_kinetics/annotations/ava_val_excluded_timestamps_v2.2.csv', pipeline=[ dict( type='SampleAVAFrames', clip_len=8, frame_interval=8, test_mode=True), dict( type='RawFrameDecode', io_backend='petrel', path_mapping=dict({ 'data/ava_kinetics/rawframes/': 's3://openmmlab/datasets/action/ava/rawframes/' })), dict(type='Resize', scale=(-1, 256)), dict(type='FormatShape', input_format='NCTHW', collapse=True), dict(type='PackActionInputs') ], label_file= 'data/ava_kinetics/annotations/ava_action_list_v2.2_for_activitynet_2019.pbtxt', proposal_file= 'data/ava_kinetics/annotations/ava_dense_proposals_val.FAIR.recall_93.9.pkl', data_prefix=dict(img='data/ava_kinetics/rawframes'), test_mode=True)) test_dataloader = dict( batch_size=1, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='AVAKineticsDataset', ann_file='data/ava_kinetics/annotations/ava_val_v2.2.csv', exclude_file= 'data/ava_kinetics/annotations/ava_val_excluded_timestamps_v2.2.csv', pipeline=[ dict( type='SampleAVAFrames', clip_len=8, frame_interval=8, test_mode=True), dict( type='RawFrameDecode', io_backend='petrel', path_mapping=dict({ 'data/ava_kinetics/rawframes/': 's3://openmmlab/datasets/action/ava/rawframes/' })), dict(type='Resize', scale=(-1, 256)), dict(type='FormatShape', input_format='NCTHW', collapse=True), dict(type='PackActionInputs') ], label_file= 'data/ava_kinetics/annotations/ava_action_list_v2.2_for_activitynet_2019.pbtxt', proposal_file= 'data/ava_kinetics/annotations/ava_dense_proposals_val.FAIR.recall_93.9.pkl', data_prefix=dict(img='data/ava_kinetics/rawframes'), test_mode=True)) val_evaluator = dict( type='AVAMetric', ann_file='data/ava_kinetics/annotations/ava_val_v2.2.csv', label_file= 'data/ava_kinetics/annotations/ava_action_list_v2.2_for_activitynet_2019.pbtxt', exclude_file= 'data/ava_kinetics/annotations/ava_val_excluded_timestamps_v2.2.csv') test_evaluator = dict( type='AVAMetric', ann_file='data/ava_kinetics/annotations/ava_val_v2.2.csv', label_file= 'data/ava_kinetics/annotations/ava_action_list_v2.2_for_activitynet_2019.pbtxt', exclude_file= 'data/ava_kinetics/annotations/ava_val_excluded_timestamps_v2.2.csv') train_cfg = dict( type='EpochBasedTrainLoop', max_epochs=10, val_begin=1, val_interval=1) val_cfg = dict(type='ValLoop') test_cfg = dict(type='TestLoop') param_scheduler = [ dict( type='LinearLR', start_factor=0.1, by_epoch=True, begin=0, end=2, convert_to_iter_based=True), dict( type='CosineAnnealingLR', T_max=8, eta_min=0, by_epoch=True, begin=2, end=10, convert_to_iter_based=True) ] optim_wrapper = dict( optimizer=dict(type='SGD', lr=0.1, momentum=0.9, weight_decay=1e-05), clip_grad=dict(max_norm=40, norm_type=2)) launcher = 'slurm' work_dir = './work_dirs/slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb' randomness = dict(seed=None, diff_rank_seed=False, deterministic=False) 2022/12/04 10:14:57 - mmengine - INFO - Result has been saved to /mnt/petrelfs/hukai/mmaction2/work_dirs/slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb/modules_statistic_results.json 2022/12/04 10:14:59 - 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 -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2022/12/04 10:15:32 - mmengine - INFO - 284842 out of 284842 frames are valid. 2022/12/04 10:15:47 - mmengine - INFO - 50252 out of 50252 frames are valid. 2022/12/04 10:15:51 - mmengine - INFO - Checkpoints will be saved to /mnt/petrelfs/hukai/mmaction2/work_dirs/slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb. 2022/12/04 10:16:05 - mmengine - INFO - Epoch(train) [1][ 20/4451] lr: 1.0192e-02 eta: 8:57:01 time: 0.7242 data_time: 0.3709 memory: 8777 grad_norm: 1.8315 loss: 0.0957 recall@thr=0.5: 0.4770 prec@thr=0.5: 0.6494 recall@top3: 0.5805 prec@top3: 0.5862 recall@top5: 0.7759 prec@top5: 0.4621 loss_action_cls: 0.0957 2022/12/04 10:16:12 - mmengine - INFO - Epoch(train) [1][ 40/4451] lr: 1.0394e-02 eta: 6:29:09 time: 0.3259 data_time: 0.0116 memory: 8786 grad_norm: 0.9808 loss: 0.0576 recall@thr=0.5: 0.5111 prec@thr=0.5: 0.5111 recall@top3: 0.6778 prec@top3: 0.4000 recall@top5: 0.8667 prec@top5: 0.3200 loss_action_cls: 0.0576 2022/12/04 10:16:18 - mmengine - INFO - Epoch(train) [1][ 60/4451] lr: 1.0597e-02 eta: 5:39:54 time: 0.3264 data_time: 0.0103 memory: 8783 grad_norm: 0.5480 loss: 0.0406 recall@thr=0.5: 0.3235 prec@thr=0.5: 0.4534 recall@top3: 0.5750 prec@top3: 0.4412 recall@top5: 0.7363 prec@top5: 0.3412 loss_action_cls: 0.0406 2022/12/04 10:16:25 - mmengine - INFO - Epoch(train) [1][ 80/4451] lr: 1.0799e-02 eta: 5:14:54 time: 0.3246 data_time: 0.0095 memory: 8770 grad_norm: 0.4007 loss: 0.0397 recall@thr=0.5: 0.1491 prec@thr=0.5: 0.1526 recall@top3: 0.2895 prec@top3: 0.2281 recall@top5: 0.5175 prec@top5: 0.2316 loss_action_cls: 0.0397 2022/12/04 10:16:31 - mmengine - INFO - Epoch(train) [1][ 100/4451] lr: 1.1001e-02 eta: 5:00:04 time: 0.3261 data_time: 0.0112 memory: 8770 grad_norm: 0.3909 loss: 0.0376 recall@thr=0.5: 0.2647 prec@thr=0.5: 0.3431 recall@top3: 0.5882 prec@top3: 0.3529 recall@top5: 0.7059 prec@top5: 0.2588 loss_action_cls: 0.0376 2022/12/04 10:16:38 - mmengine - INFO - Epoch(train) [1][ 120/4451] lr: 1.1203e-02 eta: 4:50:14 time: 0.3267 data_time: 0.0104 memory: 8780 grad_norm: 0.3952 loss: 0.0379 recall@thr=0.5: 0.2715 prec@thr=0.5: 0.3925 recall@top3: 0.6694 prec@top3: 0.4946 recall@top5: 0.8629 prec@top5: 0.4129 loss_action_cls: 0.0379 2022/12/04 10:16:44 - mmengine - INFO - Epoch(train) [1][ 140/4451] lr: 1.1405e-02 eta: 4:42:57 time: 0.3246 data_time: 0.0090 memory: 8770 grad_norm: 0.3824 loss: 0.0359 recall@thr=0.5: 0.2500 prec@thr=0.5: 0.5000 recall@top3: 0.5312 prec@top3: 0.4167 recall@top5: 0.7812 prec@top5: 0.3625 loss_action_cls: 0.0359 2022/12/04 10:16:51 - mmengine - INFO - Epoch(train) [1][ 160/4451] lr: 1.1608e-02 eta: 4:37:30 time: 0.3251 data_time: 0.0096 memory: 8786 grad_norm: 0.3275 loss: 0.0360 recall@thr=0.5: 0.1765 prec@thr=0.5: 0.2549 recall@top3: 0.6176 prec@top3: 0.4118 recall@top5: 0.9020 prec@top5: 0.3765 loss_action_cls: 0.0360 2022/12/04 10:16:57 - mmengine - INFO - Epoch(train) [1][ 180/4451] lr: 1.1810e-02 eta: 4:33:17 time: 0.3256 data_time: 0.0092 memory: 8770 grad_norm: 0.3521 loss: 0.0339 recall@thr=0.5: 0.3906 prec@thr=0.5: 0.5417 recall@top3: 0.7344 prec@top3: 0.5000 recall@top5: 0.8333 prec@top5: 0.3750 loss_action_cls: 0.0339 2022/12/04 10:17:04 - mmengine - INFO - Epoch(train) [1][ 200/4451] lr: 1.2012e-02 eta: 4:29:51 time: 0.3251 data_time: 0.0096 memory: 8783 grad_norm: 0.2978 loss: 0.0369 recall@thr=0.5: 0.3111 prec@thr=0.5: 0.3667 recall@top3: 0.4167 prec@top3: 0.4000 recall@top5: 0.6000 prec@top5: 0.3333 loss_action_cls: 0.0369 2022/12/04 10:17:10 - mmengine - INFO - Epoch(train) [1][ 220/4451] lr: 1.2214e-02 eta: 4:26:55 time: 0.3236 data_time: 0.0111 memory: 8777 grad_norm: 0.3330 loss: 0.0326 recall@thr=0.5: 0.3922 prec@thr=0.5: 0.5882 recall@top3: 0.6961 prec@top3: 0.5490 recall@top5: 0.8431 prec@top5: 0.4000 loss_action_cls: 0.0326 2022/12/04 10:17:17 - mmengine - INFO - Epoch(train) [1][ 240/4451] lr: 1.2417e-02 eta: 4:24:38 time: 0.3262 data_time: 0.0095 memory: 8771 grad_norm: 0.3179 loss: 0.0313 recall@thr=0.5: 0.4435 prec@thr=0.5: 0.6429 recall@top3: 0.6071 prec@top3: 0.5357 recall@top5: 0.8155 prec@top5: 0.4000 loss_action_cls: 0.0313 2022/12/04 10:17:23 - mmengine - INFO - Epoch(train) [1][ 260/4451] lr: 1.2619e-02 eta: 4:22:38 time: 0.3256 data_time: 0.0100 memory: 8796 grad_norm: 0.3173 loss: 0.0337 recall@thr=0.5: 0.1825 prec@thr=0.5: 0.3810 recall@top3: 0.3968 prec@top3: 0.4286 recall@top5: 0.6310 prec@top5: 0.4190 loss_action_cls: 0.0337 2022/12/04 10:17:30 - mmengine - INFO - Epoch(train) [1][ 280/4451] lr: 1.2821e-02 eta: 4:20:58 time: 0.3268 data_time: 0.0109 memory: 8771 grad_norm: 0.2684 loss: 0.0325 recall@thr=0.5: 0.3007 prec@thr=0.5: 0.4783 recall@top3: 0.6957 prec@top3: 0.5797 recall@top5: 0.8732 prec@top5: 0.4522 loss_action_cls: 0.0325 2022/12/04 10:17:36 - mmengine - INFO - Epoch(train) [1][ 300/4451] lr: 1.3023e-02 eta: 4:19:28 time: 0.3257 data_time: 0.0095 memory: 8771 grad_norm: 0.2374 loss: 0.0336 recall@thr=0.5: 0.3397 prec@thr=0.5: 0.5000 recall@top3: 0.4667 prec@top3: 0.4127 recall@top5: 0.6127 prec@top5: 0.3429 loss_action_cls: 0.0336 2022/12/04 10:17:43 - mmengine - INFO - Epoch(train) [1][ 320/4451] lr: 1.3225e-02 eta: 4:18:04 time: 0.3242 data_time: 0.0094 memory: 8770 grad_norm: 0.3252 loss: 0.0308 recall@thr=0.5: 0.3130 prec@thr=0.5: 0.5370 recall@top3: 0.4611 prec@top3: 0.3889 recall@top5: 0.6222 prec@top5: 0.3111 loss_action_cls: 0.0308 2022/12/04 10:17:49 - mmengine - INFO - Epoch(train) [1][ 340/4451] lr: 1.3428e-02 eta: 4:16:48 time: 0.3241 data_time: 0.0101 memory: 8774 grad_norm: 0.2619 loss: 0.0307 recall@thr=0.5: 0.3577 prec@thr=0.5: 0.4295 recall@top3: 0.6167 prec@top3: 0.5128 recall@top5: 0.8064 prec@top5: 0.4154 loss_action_cls: 0.0307 2022/12/04 10:17:56 - mmengine - INFO - Epoch(train) [1][ 360/4451] lr: 1.3630e-02 eta: 4:15:44 time: 0.3254 data_time: 0.0096 memory: 8796 grad_norm: 0.2967 loss: 0.0351 recall@thr=0.5: 0.4638 prec@thr=0.5: 0.5797 recall@top3: 0.8406 prec@top3: 0.5217 recall@top5: 0.9130 prec@top5: 0.3478 loss_action_cls: 0.0351 2022/12/04 10:18:02 - mmengine - INFO - Epoch(train) [1][ 380/4451] lr: 1.3832e-02 eta: 4:14:44 time: 0.3247 data_time: 0.0093 memory: 8770 grad_norm: 0.2814 loss: 0.0310 recall@thr=0.5: 0.3250 prec@thr=0.5: 0.5583 recall@top3: 0.6500 prec@top3: 0.5333 recall@top5: 0.8167 prec@top5: 0.4100 loss_action_cls: 0.0310 2022/12/04 10:18:09 - mmengine - INFO - Epoch(train) [1][ 400/4451] lr: 1.4034e-02 eta: 4:13:50 time: 0.3249 data_time: 0.0093 memory: 8771 grad_norm: 0.2819 loss: 0.0308 recall@thr=0.5: 0.4371 prec@thr=0.5: 0.5530 recall@top3: 0.6348 prec@top3: 0.5000 recall@top5: 0.9182 prec@top5: 0.4182 loss_action_cls: 0.0308 2022/12/04 10:18:15 - mmengine - INFO - Epoch(train) [1][ 420/4451] lr: 1.4237e-02 eta: 4:13:02 time: 0.3259 data_time: 0.0093 memory: 8806 grad_norm: 0.2477 loss: 0.0302 recall@thr=0.5: 0.3509 prec@thr=0.5: 0.4430 recall@top3: 0.6557 prec@top3: 0.5526 recall@top5: 0.8772 prec@top5: 0.4474 loss_action_cls: 0.0302 2022/12/04 10:18:22 - mmengine - INFO - Epoch(train) [1][ 440/4451] lr: 1.4439e-02 eta: 4:12:16 time: 0.3248 data_time: 0.0108 memory: 8770 grad_norm: 0.2620 loss: 0.0299 recall@thr=0.5: 0.4843 prec@thr=0.5: 0.5686 recall@top3: 0.7167 prec@top3: 0.5686 recall@top5: 0.8686 prec@top5: 0.3882 loss_action_cls: 0.0299 2022/12/04 10:18:28 - mmengine - INFO - Epoch(train) [1][ 460/4451] lr: 1.4641e-02 eta: 4:11:32 time: 0.3242 data_time: 0.0112 memory: 8777 grad_norm: 0.2625 loss: 0.0328 recall@thr=0.5: 0.2754 prec@thr=0.5: 0.3913 recall@top3: 0.8116 prec@top3: 0.4783 recall@top5: 0.9275 prec@top5: 0.3391 loss_action_cls: 0.0328 2022/12/04 10:18:35 - mmengine - INFO - Epoch(train) [1][ 480/4451] lr: 1.4843e-02 eta: 4:10:53 time: 0.3250 data_time: 0.0091 memory: 8771 grad_norm: 0.2368 loss: 0.0322 recall@thr=0.5: 0.3722 prec@thr=0.5: 0.4778 recall@top3: 0.6278 prec@top3: 0.5556 recall@top5: 0.7833 prec@top5: 0.4267 loss_action_cls: 0.0322 2022/12/04 10:18:41 - mmengine - INFO - Epoch(train) [1][ 500/4451] lr: 1.5046e-02 eta: 4:10:18 time: 0.3257 data_time: 0.0092 memory: 8770 grad_norm: 0.2662 loss: 0.0297 recall@thr=0.5: 0.3958 prec@thr=0.5: 0.6250 recall@top3: 0.6215 prec@top3: 0.5972 recall@top5: 0.9062 prec@top5: 0.5250 loss_action_cls: 0.0297 2022/12/04 10:18:48 - mmengine - INFO - Epoch(train) [1][ 520/4451] lr: 1.5248e-02 eta: 4:09:43 time: 0.3245 data_time: 0.0094 memory: 8770 grad_norm: 0.2295 loss: 0.0300 recall@thr=0.5: 0.4000 prec@thr=0.5: 0.7667 recall@top3: 0.6167 prec@top3: 0.6000 recall@top5: 0.8444 prec@top5: 0.4800 loss_action_cls: 0.0300 2022/12/04 10:18:54 - mmengine - INFO - Epoch(train) [1][ 540/4451] lr: 1.5450e-02 eta: 4:09:10 time: 0.3245 data_time: 0.0101 memory: 8777 grad_norm: 0.2612 loss: 0.0291 recall@thr=0.5: 0.5250 prec@thr=0.5: 0.4833 recall@top3: 0.7833 prec@top3: 0.6000 recall@top5: 0.9375 prec@top5: 0.4300 loss_action_cls: 0.0291 2022/12/04 10:19:01 - mmengine - INFO - Epoch(train) [1][ 560/4451] lr: 1.5652e-02 eta: 4:08:40 time: 0.3255 data_time: 0.0092 memory: 8770 grad_norm: 0.2561 loss: 0.0325 recall@thr=0.5: 0.3736 prec@thr=0.5: 0.4483 recall@top3: 0.6149 prec@top3: 0.4023 recall@top5: 0.8046 prec@top5: 0.3241 loss_action_cls: 0.0325 2022/12/04 10:19:07 - mmengine - INFO - Epoch(train) [1][ 580/4451] lr: 1.5854e-02 eta: 4:08:12 time: 0.3257 data_time: 0.0097 memory: 8771 grad_norm: 0.2824 loss: 0.0293 recall@thr=0.5: 0.6429 prec@thr=0.5: 0.6984 recall@top3: 0.7460 prec@top3: 0.5873 recall@top5: 0.7937 prec@top5: 0.3905 loss_action_cls: 0.0293 2022/12/04 10:19:14 - mmengine - INFO - Epoch(train) [1][ 600/4451] lr: 1.6057e-02 eta: 4:07:45 time: 0.3250 data_time: 0.0096 memory: 8777 grad_norm: 0.2700 loss: 0.0287 recall@thr=0.5: 0.3667 prec@thr=0.5: 0.3667 recall@top3: 0.4250 prec@top3: 0.2833 recall@top5: 0.7417 prec@top5: 0.2800 loss_action_cls: 0.0287 2022/12/04 10:19:20 - mmengine - INFO - Epoch(train) [1][ 620/4451] lr: 1.6259e-02 eta: 4:07:21 time: 0.3265 data_time: 0.0094 memory: 8777 grad_norm: 0.2321 loss: 0.0318 recall@thr=0.5: 0.2963 prec@thr=0.5: 0.4074 recall@top3: 0.5556 prec@top3: 0.4198 recall@top5: 0.7654 prec@top5: 0.3481 loss_action_cls: 0.0318 2022/12/04 10:19:27 - mmengine - INFO - Epoch(train) [1][ 640/4451] lr: 1.6461e-02 eta: 4:06:58 time: 0.3264 data_time: 0.0116 memory: 8790 grad_norm: 0.2861 loss: 0.0297 recall@thr=0.5: 0.3194 prec@thr=0.5: 0.3743 recall@top3: 0.5486 prec@top3: 0.3750 recall@top5: 0.8611 prec@top5: 0.3667 loss_action_cls: 0.0297 2022/12/04 10:19:33 - mmengine - INFO - Epoch(train) [1][ 660/4451] lr: 1.6663e-02 eta: 4:06:33 time: 0.3241 data_time: 0.0098 memory: 8770 grad_norm: 0.2800 loss: 0.0291 recall@thr=0.5: 0.4067 prec@thr=0.5: 0.4973 recall@top3: 0.6367 prec@top3: 0.5467 recall@top5: 0.8533 prec@top5: 0.4560 loss_action_cls: 0.0291 2022/12/04 10:19:40 - mmengine - INFO - Epoch(train) [1][ 680/4451] lr: 1.6866e-02 eta: 4:06:11 time: 0.3253 data_time: 0.0094 memory: 8770 grad_norm: 0.2212 loss: 0.0296 recall@thr=0.5: 0.2949 prec@thr=0.5: 0.4167 recall@top3: 0.5615 prec@top3: 0.4744 recall@top5: 0.7936 prec@top5: 0.4000 loss_action_cls: 0.0296 2022/12/04 10:19:46 - mmengine - INFO - Epoch(train) [1][ 700/4451] lr: 1.7068e-02 eta: 4:05:50 time: 0.3252 data_time: 0.0092 memory: 8793 grad_norm: 0.2298 loss: 0.0300 recall@thr=0.5: 0.3289 prec@thr=0.5: 0.5132 recall@top3: 0.5219 prec@top3: 0.5088 recall@top5: 0.6974 prec@top5: 0.4316 loss_action_cls: 0.0300 2022/12/04 10:19:53 - mmengine - INFO - Epoch(train) [1][ 720/4451] lr: 1.7270e-02 eta: 4:05:29 time: 0.3255 data_time: 0.0093 memory: 8777 grad_norm: 0.2365 loss: 0.0303 recall@thr=0.5: 0.4398 prec@thr=0.5: 0.7407 recall@top3: 0.6713 prec@top3: 0.6667 recall@top5: 0.9630 prec@top5: 0.5444 loss_action_cls: 0.0303 2022/12/04 10:19:59 - mmengine - INFO - Epoch(train) [1][ 740/4451] lr: 1.7472e-02 eta: 4:05:08 time: 0.3245 data_time: 0.0109 memory: 8780 grad_norm: 0.2450 loss: 0.0307 recall@thr=0.5: 0.6222 prec@thr=0.5: 0.6111 recall@top3: 0.7667 prec@top3: 0.4667 recall@top5: 0.9111 prec@top5: 0.3467 loss_action_cls: 0.0307 2022/12/04 10:20:06 - mmengine - INFO - Epoch(train) [1][ 760/4451] lr: 1.7674e-02 eta: 4:04:49 time: 0.3253 data_time: 0.0099 memory: 8786 grad_norm: 0.2350 loss: 0.0281 recall@thr=0.5: 0.4815 prec@thr=0.5: 0.4352 recall@top3: 0.6343 prec@top3: 0.5185 recall@top5: 0.7917 prec@top5: 0.4000 loss_action_cls: 0.0281 2022/12/04 10:20:12 - mmengine - INFO - Epoch(train) [1][ 780/4451] lr: 1.7877e-02 eta: 4:04:29 time: 0.3237 data_time: 0.0096 memory: 8770 grad_norm: 0.2063 loss: 0.0280 recall@thr=0.5: 0.6815 prec@thr=0.5: 0.7963 recall@top3: 0.7241 prec@top3: 0.7222 recall@top5: 0.8343 prec@top5: 0.5222 loss_action_cls: 0.0280 2022/12/04 10:20:19 - mmengine - INFO - Epoch(train) [1][ 800/4451] lr: 1.8079e-02 eta: 4:04:09 time: 0.3231 data_time: 0.0092 memory: 8770 grad_norm: 0.2056 loss: 0.0308 recall@thr=0.5: 0.5882 prec@thr=0.5: 0.7010 recall@top3: 0.7304 prec@top3: 0.6275 recall@top5: 0.8922 prec@top5: 0.4471 loss_action_cls: 0.0308 2022/12/04 10:20:25 - mmengine - INFO - Epoch(train) [1][ 820/4451] lr: 1.8281e-02 eta: 4:03:52 time: 0.3254 data_time: 0.0098 memory: 8783 grad_norm: 0.2106 loss: 0.0296 recall@thr=0.5: 0.2971 prec@thr=0.5: 0.4457 recall@top3: 0.5688 prec@top3: 0.4783 recall@top5: 0.7826 prec@top5: 0.4000 loss_action_cls: 0.0296 2022/12/04 10:20:32 - mmengine - INFO - Epoch(train) [1][ 840/4451] lr: 1.8483e-02 eta: 4:03:33 time: 0.3231 data_time: 0.0107 memory: 8770 grad_norm: 0.2370 loss: 0.0262 recall@thr=0.5: 0.2870 prec@thr=0.5: 0.3750 recall@top3: 0.5185 prec@top3: 0.4074 recall@top5: 0.7731 prec@top5: 0.3667 loss_action_cls: 0.0262 2022/12/04 10:20:38 - mmengine - INFO - Epoch(train) [1][ 860/4451] lr: 1.8686e-02 eta: 4:03:16 time: 0.3251 data_time: 0.0099 memory: 8774 grad_norm: 0.2298 loss: 0.0260 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7083 recall@top3: 0.8333 prec@top3: 0.4722 recall@top5: 1.0000 prec@top5: 0.3500 loss_action_cls: 0.0260 2022/12/04 10:20:45 - mmengine - INFO - Epoch(train) [1][ 880/4451] lr: 1.8888e-02 eta: 4:03:00 time: 0.3242 data_time: 0.0096 memory: 8770 grad_norm: 0.2358 loss: 0.0272 recall@thr=0.5: 0.3333 prec@thr=0.5: 0.4348 recall@top3: 0.7609 prec@top3: 0.4783 recall@top5: 0.8551 prec@top5: 0.3391 loss_action_cls: 0.0272 2022/12/04 10:20:51 - mmengine - INFO - Epoch(train) [1][ 900/4451] lr: 1.9090e-02 eta: 4:02:44 time: 0.3253 data_time: 0.0105 memory: 8783 grad_norm: 0.2334 loss: 0.0290 recall@thr=0.5: 0.3899 prec@thr=0.5: 0.5536 recall@top3: 0.6786 prec@top3: 0.5238 recall@top5: 0.8929 prec@top5: 0.4214 loss_action_cls: 0.0290 2022/12/04 10:20:58 - mmengine - INFO - Epoch(train) [1][ 920/4451] lr: 1.9292e-02 eta: 4:02:28 time: 0.3239 data_time: 0.0097 memory: 8783 grad_norm: 0.2180 loss: 0.0275 recall@thr=0.5: 0.4808 prec@thr=0.5: 0.4872 recall@top3: 0.6474 prec@top3: 0.4744 recall@top5: 0.7821 prec@top5: 0.3462 loss_action_cls: 0.0275 2022/12/04 10:21:04 - mmengine - INFO - Epoch(train) [1][ 940/4451] lr: 1.9494e-02 eta: 4:02:13 time: 0.3245 data_time: 0.0096 memory: 8799 grad_norm: 0.2034 loss: 0.0286 recall@thr=0.5: 0.3348 prec@thr=0.5: 0.4058 recall@top3: 0.7072 prec@top3: 0.5507 recall@top5: 0.9094 prec@top5: 0.4522 loss_action_cls: 0.0286 2022/12/04 10:21:11 - mmengine - INFO - Epoch(train) [1][ 960/4451] lr: 1.9697e-02 eta: 4:01:59 time: 0.3261 data_time: 0.0117 memory: 8771 grad_norm: 0.2116 loss: 0.0274 recall@thr=0.5: 0.6196 prec@thr=0.5: 0.6304 recall@top3: 0.8297 prec@top3: 0.7536 recall@top5: 0.9312 prec@top5: 0.5130 loss_action_cls: 0.0274 2022/12/04 10:21:17 - mmengine - INFO - Epoch(train) [1][ 980/4451] lr: 1.9899e-02 eta: 4:01:45 time: 0.3243 data_time: 0.0121 memory: 8771 grad_norm: 0.2317 loss: 0.0282 recall@thr=0.5: 0.6042 prec@thr=0.5: 0.7222 recall@top3: 0.7986 prec@top3: 0.5833 recall@top5: 0.9375 prec@top5: 0.4250 loss_action_cls: 0.0282 2022/12/04 10:21:24 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 10:21:24 - mmengine - INFO - Epoch(train) [1][1000/4451] lr: 2.0101e-02 eta: 4:01:31 time: 0.3246 data_time: 0.0099 memory: 8770 grad_norm: 0.2378 loss: 0.0285 recall@thr=0.5: 0.4958 prec@thr=0.5: 0.6333 recall@top3: 0.6000 prec@top3: 0.4333 recall@top5: 0.7417 prec@top5: 0.3500 loss_action_cls: 0.0285 2022/12/04 10:21:30 - mmengine - INFO - Epoch(train) [1][1020/4451] lr: 2.0303e-02 eta: 4:01:16 time: 0.3241 data_time: 0.0098 memory: 8780 grad_norm: 0.2536 loss: 0.0298 recall@thr=0.5: 0.5602 prec@thr=0.5: 0.6111 recall@top3: 0.7037 prec@top3: 0.4074 recall@top5: 0.7917 prec@top5: 0.2889 loss_action_cls: 0.0298 2022/12/04 10:21:37 - mmengine - INFO - Epoch(train) [1][1040/4451] lr: 2.0506e-02 eta: 4:01:05 time: 0.3268 data_time: 0.0097 memory: 8770 grad_norm: 0.2274 loss: 0.0273 recall@thr=0.5: 0.7540 prec@thr=0.5: 0.8413 recall@top3: 0.8254 prec@top3: 0.6190 recall@top5: 0.8571 prec@top5: 0.3905 loss_action_cls: 0.0273 2022/12/04 10:21:43 - mmengine - INFO - Epoch(train) [1][1060/4451] lr: 2.0708e-02 eta: 4:00:52 time: 0.3253 data_time: 0.0095 memory: 8793 grad_norm: 0.2137 loss: 0.0281 recall@thr=0.5: 0.5303 prec@thr=0.5: 0.6126 recall@top3: 0.7045 prec@top3: 0.5354 recall@top5: 0.9470 prec@top5: 0.4424 loss_action_cls: 0.0281 2022/12/04 10:21:50 - mmengine - INFO - Epoch(train) [1][1080/4451] lr: 2.0910e-02 eta: 4:00:38 time: 0.3238 data_time: 0.0101 memory: 8770 grad_norm: 0.1865 loss: 0.0278 recall@thr=0.5: 0.3095 prec@thr=0.5: 0.5893 recall@top3: 0.6994 prec@top3: 0.6548 recall@top5: 0.8839 prec@top5: 0.5071 loss_action_cls: 0.0278 2022/12/04 10:21:56 - mmengine - INFO - Epoch(train) [1][1100/4451] lr: 2.1112e-02 eta: 4:00:26 time: 0.3258 data_time: 0.0104 memory: 8770 grad_norm: 0.1752 loss: 0.0280 recall@thr=0.5: 0.6316 prec@thr=0.5: 0.6140 recall@top3: 0.8596 prec@top3: 0.5614 recall@top5: 0.9386 prec@top5: 0.3789 loss_action_cls: 0.0280 2022/12/04 10:22:03 - mmengine - INFO - Epoch(train) [1][1120/4451] lr: 2.1314e-02 eta: 4:00:14 time: 0.3252 data_time: 0.0121 memory: 8796 grad_norm: 0.2108 loss: 0.0270 recall@thr=0.5: 0.7958 prec@thr=0.5: 0.7708 recall@top3: 0.8486 prec@top3: 0.7639 recall@top5: 0.8792 prec@top5: 0.4833 loss_action_cls: 0.0270 2022/12/04 10:22:09 - mmengine - INFO - Epoch(train) [1][1140/4451] lr: 2.1517e-02 eta: 4:00:03 time: 0.3261 data_time: 0.0105 memory: 8777 grad_norm: 0.1978 loss: 0.0267 recall@thr=0.5: 0.4902 prec@thr=0.5: 0.6724 recall@top3: 0.6885 prec@top3: 0.5287 recall@top5: 0.8316 prec@top5: 0.4069 loss_action_cls: 0.0267 2022/12/04 10:22:16 - mmengine - INFO - Epoch(train) [1][1160/4451] lr: 2.1719e-02 eta: 3:59:52 time: 0.3263 data_time: 0.0093 memory: 8816 grad_norm: 0.1867 loss: 0.0279 recall@thr=0.5: 0.2917 prec@thr=0.5: 0.4352 recall@top3: 0.5972 prec@top3: 0.4630 recall@top5: 0.8472 prec@top5: 0.4000 loss_action_cls: 0.0279 2022/12/04 10:22:22 - mmengine - INFO - Epoch(train) [1][1180/4451] lr: 2.1921e-02 eta: 3:59:41 time: 0.3258 data_time: 0.0094 memory: 8771 grad_norm: 0.2087 loss: 0.0264 recall@thr=0.5: 0.6569 prec@thr=0.5: 0.6765 recall@top3: 0.7843 prec@top3: 0.6667 recall@top5: 0.8824 prec@top5: 0.4588 loss_action_cls: 0.0264 2022/12/04 10:22:29 - mmengine - INFO - Epoch(train) [1][1200/4451] lr: 2.2123e-02 eta: 3:59:29 time: 0.3256 data_time: 0.0102 memory: 8819 grad_norm: 0.2018 loss: 0.0270 recall@thr=0.5: 0.4127 prec@thr=0.5: 0.6429 recall@top3: 0.7143 prec@top3: 0.6190 recall@top5: 0.8651 prec@top5: 0.4571 loss_action_cls: 0.0270 2022/12/04 10:22:35 - mmengine - INFO - Epoch(train) [1][1220/4451] lr: 2.2326e-02 eta: 3:59:18 time: 0.3259 data_time: 0.0092 memory: 8796 grad_norm: 0.1858 loss: 0.0263 recall@thr=0.5: 0.5069 prec@thr=0.5: 0.6275 recall@top3: 0.7775 prec@top3: 0.5882 recall@top5: 0.8569 prec@top5: 0.4118 loss_action_cls: 0.0263 2022/12/04 10:22:42 - mmengine - INFO - Epoch(train) [1][1240/4451] lr: 2.2528e-02 eta: 3:59:07 time: 0.3243 data_time: 0.0097 memory: 8783 grad_norm: 0.2228 loss: 0.0281 recall@thr=0.5: 0.7456 prec@thr=0.5: 0.6842 recall@top3: 0.8596 prec@top3: 0.5965 recall@top5: 0.9298 prec@top5: 0.4000 loss_action_cls: 0.0281 2022/12/04 10:22:48 - mmengine - INFO - Epoch(train) [1][1260/4451] lr: 2.2730e-02 eta: 3:58:55 time: 0.3236 data_time: 0.0092 memory: 8793 grad_norm: 0.2540 loss: 0.0288 recall@thr=0.5: 0.3448 prec@thr=0.5: 0.6302 recall@top3: 0.6714 prec@top3: 0.6146 recall@top5: 0.9521 prec@top5: 0.5500 loss_action_cls: 0.0288 2022/12/04 10:22:55 - mmengine - INFO - Epoch(train) [1][1280/4451] lr: 2.2932e-02 eta: 3:58:43 time: 0.3244 data_time: 0.0098 memory: 8771 grad_norm: 0.1987 loss: 0.0272 recall@thr=0.5: 0.4375 prec@thr=0.5: 0.4479 recall@top3: 0.7708 prec@top3: 0.4167 recall@top5: 0.9062 prec@top5: 0.3000 loss_action_cls: 0.0272 2022/12/04 10:23:01 - mmengine - INFO - Epoch(train) [1][1300/4451] lr: 2.3134e-02 eta: 3:58:32 time: 0.3249 data_time: 0.0096 memory: 8770 grad_norm: 0.2136 loss: 0.0262 recall@thr=0.5: 0.3421 prec@thr=0.5: 0.5789 recall@top3: 0.6842 prec@top3: 0.4561 recall@top5: 0.8596 prec@top5: 0.3579 loss_action_cls: 0.0262 2022/12/04 10:23:08 - mmengine - INFO - Epoch(train) [1][1320/4451] lr: 2.3337e-02 eta: 3:58:22 time: 0.3253 data_time: 0.0095 memory: 8770 grad_norm: 0.2171 loss: 0.0266 recall@thr=0.5: 0.4314 prec@thr=0.5: 0.4314 recall@top3: 0.7549 prec@top3: 0.4314 recall@top5: 0.9216 prec@top5: 0.3412 loss_action_cls: 0.0266 2022/12/04 10:23:14 - mmengine - INFO - Epoch(train) [1][1340/4451] lr: 2.3539e-02 eta: 3:58:11 time: 0.3247 data_time: 0.0097 memory: 8771 grad_norm: 0.1975 loss: 0.0270 recall@thr=0.5: 0.5294 prec@thr=0.5: 0.4853 recall@top3: 0.6667 prec@top3: 0.4314 recall@top5: 0.8235 prec@top5: 0.3294 loss_action_cls: 0.0270 2022/12/04 10:23:21 - mmengine - INFO - Epoch(train) [1][1360/4451] lr: 2.3741e-02 eta: 3:58:00 time: 0.3246 data_time: 0.0095 memory: 8774 grad_norm: 0.1980 loss: 0.0278 recall@thr=0.5: 0.2632 prec@thr=0.5: 0.3158 recall@top3: 0.5526 prec@top3: 0.3158 recall@top5: 0.7368 prec@top5: 0.2421 loss_action_cls: 0.0278 2022/12/04 10:23:27 - mmengine - INFO - Epoch(train) [1][1380/4451] lr: 2.3943e-02 eta: 3:57:50 time: 0.3247 data_time: 0.0089 memory: 8790 grad_norm: 0.2007 loss: 0.0269 recall@thr=0.5: 0.5040 prec@thr=0.5: 0.6429 recall@top3: 0.7143 prec@top3: 0.6508 recall@top5: 0.9048 prec@top5: 0.5048 loss_action_cls: 0.0269 2022/12/04 10:23:34 - mmengine - INFO - Epoch(train) [1][1400/4451] lr: 2.4146e-02 eta: 3:57:39 time: 0.3242 data_time: 0.0103 memory: 8780 grad_norm: 0.1785 loss: 0.0261 recall@thr=0.5: 0.5256 prec@thr=0.5: 0.5641 recall@top3: 0.6987 prec@top3: 0.4615 recall@top5: 0.8462 prec@top5: 0.3462 loss_action_cls: 0.0261 2022/12/04 10:23:40 - mmengine - INFO - Epoch(train) [1][1420/4451] lr: 2.4348e-02 eta: 3:57:29 time: 0.3256 data_time: 0.0095 memory: 8816 grad_norm: 0.1772 loss: 0.0262 recall@thr=0.5: 0.5250 prec@thr=0.5: 0.7042 recall@top3: 0.7604 prec@top3: 0.6750 recall@top5: 0.9354 prec@top5: 0.4900 loss_action_cls: 0.0262 2022/12/04 10:23:47 - mmengine - INFO - Epoch(train) [1][1440/4451] lr: 2.4550e-02 eta: 3:57:19 time: 0.3246 data_time: 0.0095 memory: 8799 grad_norm: 0.1675 loss: 0.0270 recall@thr=0.5: 0.5690 prec@thr=0.5: 0.6667 recall@top3: 0.7299 prec@top3: 0.5517 recall@top5: 0.8190 prec@top5: 0.3862 loss_action_cls: 0.0270 2022/12/04 10:23:53 - mmengine - INFO - Epoch(train) [1][1460/4451] lr: 2.4752e-02 eta: 3:57:09 time: 0.3247 data_time: 0.0103 memory: 8793 grad_norm: 0.1838 loss: 0.0264 recall@thr=0.5: 0.5405 prec@thr=0.5: 0.7230 recall@top3: 0.6901 prec@top3: 0.6396 recall@top5: 0.8833 prec@top5: 0.5135 loss_action_cls: 0.0264 2022/12/04 10:24:00 - mmengine - INFO - Epoch(train) [1][1480/4451] lr: 2.4954e-02 eta: 3:56:59 time: 0.3252 data_time: 0.0098 memory: 8774 grad_norm: 0.1940 loss: 0.0258 recall@thr=0.5: 0.3405 prec@thr=0.5: 0.6508 recall@top3: 0.7095 prec@top3: 0.6508 recall@top5: 0.9071 prec@top5: 0.5143 loss_action_cls: 0.0258 2022/12/04 10:24:06 - mmengine - INFO - Epoch(train) [1][1500/4451] lr: 2.5157e-02 eta: 3:56:50 time: 0.3258 data_time: 0.0089 memory: 8826 grad_norm: 0.1986 loss: 0.0283 recall@thr=0.5: 0.4510 prec@thr=0.5: 0.6078 recall@top3: 0.5441 prec@top3: 0.5098 recall@top5: 0.8775 prec@top5: 0.4588 loss_action_cls: 0.0283 2022/12/04 10:24:13 - mmengine - INFO - Epoch(train) [1][1520/4451] lr: 2.5359e-02 eta: 3:56:40 time: 0.3249 data_time: 0.0090 memory: 8770 grad_norm: 0.1886 loss: 0.0278 recall@thr=0.5: 0.4917 prec@thr=0.5: 0.5292 recall@top3: 0.6917 prec@top3: 0.5333 recall@top5: 0.8500 prec@top5: 0.4200 loss_action_cls: 0.0278 2022/12/04 10:24:19 - mmengine - INFO - Epoch(train) [1][1540/4451] lr: 2.5561e-02 eta: 3:56:31 time: 0.3251 data_time: 0.0091 memory: 8790 grad_norm: 0.1863 loss: 0.0293 recall@thr=0.5: 0.5119 prec@thr=0.5: 0.5952 recall@top3: 0.8393 prec@top3: 0.5476 recall@top5: 0.9286 prec@top5: 0.3571 loss_action_cls: 0.0293 2022/12/04 10:24:26 - mmengine - INFO - Epoch(train) [1][1560/4451] lr: 2.5763e-02 eta: 3:56:22 time: 0.3259 data_time: 0.0097 memory: 8793 grad_norm: 0.1614 loss: 0.0273 recall@thr=0.5: 0.6711 prec@thr=0.5: 0.7982 recall@top3: 0.8202 prec@top3: 0.6316 recall@top5: 0.8947 prec@top5: 0.4316 loss_action_cls: 0.0273 2022/12/04 10:24:32 - mmengine - INFO - Epoch(train) [1][1580/4451] lr: 2.5966e-02 eta: 3:56:12 time: 0.3242 data_time: 0.0102 memory: 8774 grad_norm: 0.1643 loss: 0.0265 recall@thr=0.5: 0.2111 prec@thr=0.5: 0.3667 recall@top3: 0.6000 prec@top3: 0.4667 recall@top5: 0.8000 prec@top5: 0.3867 loss_action_cls: 0.0265 2022/12/04 10:24:39 - mmengine - INFO - Epoch(train) [1][1600/4451] lr: 2.6168e-02 eta: 3:56:02 time: 0.3249 data_time: 0.0095 memory: 8777 grad_norm: 0.1724 loss: 0.0257 recall@thr=0.5: 0.6923 prec@thr=0.5: 0.7821 recall@top3: 0.8846 prec@top3: 0.5128 recall@top5: 1.0000 prec@top5: 0.3538 loss_action_cls: 0.0257 2022/12/04 10:24:45 - mmengine - INFO - Epoch(train) [1][1620/4451] lr: 2.6370e-02 eta: 3:55:53 time: 0.3242 data_time: 0.0099 memory: 8770 grad_norm: 0.1751 loss: 0.0271 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.6574 recall@top3: 0.7500 prec@top3: 0.5741 recall@top5: 0.9074 prec@top5: 0.4333 loss_action_cls: 0.0271 2022/12/04 10:24:52 - mmengine - INFO - Epoch(train) [1][1640/4451] lr: 2.6572e-02 eta: 3:55:44 time: 0.3259 data_time: 0.0106 memory: 8799 grad_norm: 0.2086 loss: 0.0286 recall@thr=0.5: 0.3596 prec@thr=0.5: 0.3860 recall@top3: 0.5877 prec@top3: 0.4386 recall@top5: 0.7632 prec@top5: 0.3579 loss_action_cls: 0.0286 2022/12/04 10:24:58 - mmengine - INFO - Epoch(train) [1][1660/4451] lr: 2.6775e-02 eta: 3:55:35 time: 0.3260 data_time: 0.0093 memory: 8786 grad_norm: 0.1831 loss: 0.0283 recall@thr=0.5: 0.5539 prec@thr=0.5: 0.6961 recall@top3: 0.8137 prec@top3: 0.6275 recall@top5: 0.9265 prec@top5: 0.4353 loss_action_cls: 0.0283 2022/12/04 10:25:05 - mmengine - INFO - Epoch(train) [1][1680/4451] lr: 2.6977e-02 eta: 3:55:26 time: 0.3241 data_time: 0.0111 memory: 8780 grad_norm: 0.1814 loss: 0.0272 recall@thr=0.5: 0.4842 prec@thr=0.5: 0.7018 recall@top3: 0.5719 prec@top3: 0.3860 recall@top5: 0.9000 prec@top5: 0.3789 loss_action_cls: 0.0272 2022/12/04 10:25:11 - mmengine - INFO - Epoch(train) [1][1700/4451] lr: 2.7179e-02 eta: 3:55:17 time: 0.3262 data_time: 0.0098 memory: 8777 grad_norm: 0.1502 loss: 0.0246 recall@thr=0.5: 0.6136 prec@thr=0.5: 0.7879 recall@top3: 0.7955 prec@top3: 0.6061 recall@top5: 0.9015 prec@top5: 0.3909 loss_action_cls: 0.0246 2022/12/04 10:25:18 - mmengine - INFO - Epoch(train) [1][1720/4451] lr: 2.7381e-02 eta: 3:55:08 time: 0.3252 data_time: 0.0092 memory: 8783 grad_norm: 0.1875 loss: 0.0261 recall@thr=0.5: 0.4533 prec@thr=0.5: 0.5533 recall@top3: 0.7133 prec@top3: 0.5067 recall@top5: 0.9067 prec@top5: 0.3840 loss_action_cls: 0.0261 2022/12/04 10:25:24 - mmengine - INFO - Epoch(train) [1][1740/4451] lr: 2.7583e-02 eta: 3:54:59 time: 0.3247 data_time: 0.0095 memory: 8771 grad_norm: 0.1726 loss: 0.0257 recall@thr=0.5: 0.5333 prec@thr=0.5: 0.7833 recall@top3: 0.7000 prec@top3: 0.5500 recall@top5: 0.9500 prec@top5: 0.4500 loss_action_cls: 0.0257 2022/12/04 10:25:31 - mmengine - INFO - Epoch(train) [1][1760/4451] lr: 2.7786e-02 eta: 3:54:51 time: 0.3253 data_time: 0.0105 memory: 8770 grad_norm: 0.1589 loss: 0.0255 recall@thr=0.5: 0.4259 prec@thr=0.5: 0.7222 recall@top3: 0.6574 prec@top3: 0.5370 recall@top5: 0.6852 prec@top5: 0.3333 loss_action_cls: 0.0255 2022/12/04 10:25:37 - mmengine - INFO - Epoch(train) [1][1780/4451] lr: 2.7988e-02 eta: 3:54:42 time: 0.3263 data_time: 0.0096 memory: 8777 grad_norm: 0.1881 loss: 0.0276 recall@thr=0.5: 0.4510 prec@thr=0.5: 0.5294 recall@top3: 0.7157 prec@top3: 0.4118 recall@top5: 0.7745 prec@top5: 0.2824 loss_action_cls: 0.0276 2022/12/04 10:25:44 - mmengine - INFO - Epoch(train) [1][1800/4451] lr: 2.8190e-02 eta: 3:54:33 time: 0.3245 data_time: 0.0105 memory: 8770 grad_norm: 0.1717 loss: 0.0263 recall@thr=0.5: 0.6759 prec@thr=0.5: 0.7963 recall@top3: 0.7778 prec@top3: 0.5370 recall@top5: 0.9444 prec@top5: 0.4222 loss_action_cls: 0.0263 2022/12/04 10:25:50 - mmengine - INFO - Epoch(train) [1][1820/4451] lr: 2.8392e-02 eta: 3:54:25 time: 0.3255 data_time: 0.0093 memory: 8770 grad_norm: 0.1847 loss: 0.0272 recall@thr=0.5: 0.4861 prec@thr=0.5: 0.6667 recall@top3: 0.6111 prec@top3: 0.5741 recall@top5: 0.8380 prec@top5: 0.4778 loss_action_cls: 0.0272 2022/12/04 10:25:57 - mmengine - INFO - Epoch(train) [1][1840/4451] lr: 2.8595e-02 eta: 3:54:16 time: 0.3244 data_time: 0.0103 memory: 8790 grad_norm: 0.1642 loss: 0.0277 recall@thr=0.5: 0.6225 prec@thr=0.5: 0.7536 recall@top3: 0.8232 prec@top3: 0.7101 recall@top5: 0.9261 prec@top5: 0.4870 loss_action_cls: 0.0277 2022/12/04 10:26:03 - mmengine - INFO - Epoch(train) [1][1860/4451] lr: 2.8797e-02 eta: 3:54:07 time: 0.3234 data_time: 0.0092 memory: 8786 grad_norm: 0.1603 loss: 0.0267 recall@thr=0.5: 0.5022 prec@thr=0.5: 0.6667 recall@top3: 0.6044 prec@top3: 0.5333 recall@top5: 0.8000 prec@top5: 0.4133 loss_action_cls: 0.0267 2022/12/04 10:26:10 - mmengine - INFO - Epoch(train) [1][1880/4451] lr: 2.8999e-02 eta: 3:53:59 time: 0.3264 data_time: 0.0093 memory: 8793 grad_norm: 0.1691 loss: 0.0259 recall@thr=0.5: 0.2754 prec@thr=0.5: 0.4912 recall@top3: 0.5930 prec@top3: 0.5789 recall@top5: 0.7570 prec@top5: 0.4632 loss_action_cls: 0.0259 2022/12/04 10:26:16 - mmengine - INFO - Epoch(train) [1][1900/4451] lr: 2.9201e-02 eta: 3:53:51 time: 0.3268 data_time: 0.0092 memory: 8816 grad_norm: 0.1505 loss: 0.0261 recall@thr=0.5: 0.5476 prec@thr=0.5: 0.5060 recall@top3: 0.7619 prec@top3: 0.5238 recall@top5: 0.8393 prec@top5: 0.3571 loss_action_cls: 0.0261 2022/12/04 10:26:23 - mmengine - INFO - Epoch(train) [1][1920/4451] lr: 2.9403e-02 eta: 3:53:42 time: 0.3234 data_time: 0.0093 memory: 8770 grad_norm: 0.1702 loss: 0.0245 recall@thr=0.5: 0.3889 prec@thr=0.5: 0.6250 recall@top3: 0.7118 prec@top3: 0.5556 recall@top5: 0.8125 prec@top5: 0.3833 loss_action_cls: 0.0245 2022/12/04 10:26:29 - mmengine - INFO - Epoch(train) [1][1940/4451] lr: 2.9606e-02 eta: 3:53:33 time: 0.3241 data_time: 0.0094 memory: 8780 grad_norm: 0.1749 loss: 0.0268 recall@thr=0.5: 0.6604 prec@thr=0.5: 0.9375 recall@top3: 0.8396 prec@top3: 0.6667 recall@top5: 0.8885 prec@top5: 0.4375 loss_action_cls: 0.0268 2022/12/04 10:26:36 - mmengine - INFO - Epoch(train) [1][1960/4451] lr: 2.9808e-02 eta: 3:53:25 time: 0.3254 data_time: 0.0108 memory: 8770 grad_norm: 0.1761 loss: 0.0245 recall@thr=0.5: 0.5521 prec@thr=0.5: 0.4861 recall@top3: 0.7674 prec@top3: 0.4861 recall@top5: 0.8576 prec@top5: 0.3500 loss_action_cls: 0.0245 2022/12/04 10:26:42 - mmengine - INFO - Epoch(train) [1][1980/4451] lr: 3.0010e-02 eta: 3:53:17 time: 0.3253 data_time: 0.0100 memory: 8770 grad_norm: 0.1515 loss: 0.0273 recall@thr=0.5: 0.5133 prec@thr=0.5: 0.6583 recall@top3: 0.7000 prec@top3: 0.5500 recall@top5: 0.8300 prec@top5: 0.4200 loss_action_cls: 0.0273 2022/12/04 10:26:49 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 10:26:49 - mmengine - INFO - Epoch(train) [1][2000/4451] lr: 3.0212e-02 eta: 3:53:08 time: 0.3250 data_time: 0.0096 memory: 8777 grad_norm: 0.1692 loss: 0.0244 recall@thr=0.5: 0.4206 prec@thr=0.5: 0.6032 recall@top3: 0.5079 prec@top3: 0.4127 recall@top5: 0.7619 prec@top5: 0.3619 loss_action_cls: 0.0244 2022/12/04 10:26:55 - mmengine - INFO - Epoch(train) [1][2020/4451] lr: 3.0415e-02 eta: 3:53:00 time: 0.3246 data_time: 0.0091 memory: 8783 grad_norm: 0.1544 loss: 0.0270 recall@thr=0.5: 0.3571 prec@thr=0.5: 0.3333 recall@top3: 0.7381 prec@top3: 0.3571 recall@top5: 0.8095 prec@top5: 0.2286 loss_action_cls: 0.0270 2022/12/04 10:27:02 - mmengine - INFO - Epoch(train) [1][2040/4451] lr: 3.0617e-02 eta: 3:52:51 time: 0.3244 data_time: 0.0109 memory: 8822 grad_norm: 0.1475 loss: 0.0280 recall@thr=0.5: 0.5965 prec@thr=0.5: 0.6842 recall@top3: 0.7018 prec@top3: 0.5263 recall@top5: 0.7807 prec@top5: 0.3474 loss_action_cls: 0.0280 2022/12/04 10:27:08 - mmengine - INFO - Epoch(train) [1][2060/4451] lr: 3.0819e-02 eta: 3:52:43 time: 0.3258 data_time: 0.0094 memory: 8829 grad_norm: 0.1648 loss: 0.0261 recall@thr=0.5: 0.4048 prec@thr=0.5: 0.3929 recall@top3: 0.6746 prec@top3: 0.5079 recall@top5: 0.9087 prec@top5: 0.4190 loss_action_cls: 0.0261 2022/12/04 10:27:15 - mmengine - INFO - Epoch(train) [1][2080/4451] lr: 3.1021e-02 eta: 3:52:35 time: 0.3252 data_time: 0.0094 memory: 8796 grad_norm: 0.1707 loss: 0.0257 recall@thr=0.5: 0.4444 prec@thr=0.5: 0.4583 recall@top3: 0.5694 prec@top3: 0.5000 recall@top5: 0.7917 prec@top5: 0.4167 loss_action_cls: 0.0257 2022/12/04 10:27:21 - mmengine - INFO - Epoch(train) [1][2100/4451] lr: 3.1223e-02 eta: 3:52:27 time: 0.3249 data_time: 0.0096 memory: 8770 grad_norm: 0.1601 loss: 0.0272 recall@thr=0.5: 0.5526 prec@thr=0.5: 0.6123 recall@top3: 0.7500 prec@top3: 0.5965 recall@top5: 0.9868 prec@top5: 0.4737 loss_action_cls: 0.0272 2022/12/04 10:27:28 - mmengine - INFO - Epoch(train) [1][2120/4451] lr: 3.1426e-02 eta: 3:52:19 time: 0.3265 data_time: 0.0092 memory: 8790 grad_norm: 0.1599 loss: 0.0292 recall@thr=0.5: 0.5652 prec@thr=0.5: 0.6377 recall@top3: 0.7029 prec@top3: 0.4928 recall@top5: 0.9058 prec@top5: 0.4000 loss_action_cls: 0.0292 2022/12/04 10:27:34 - mmengine - INFO - Epoch(train) [1][2140/4451] lr: 3.1628e-02 eta: 3:52:12 time: 0.3267 data_time: 0.0094 memory: 8783 grad_norm: 0.1495 loss: 0.0237 recall@thr=0.5: 0.6905 prec@thr=0.5: 0.7857 recall@top3: 0.8095 prec@top3: 0.6667 recall@top5: 0.9444 prec@top5: 0.4571 loss_action_cls: 0.0237 2022/12/04 10:27:41 - mmengine - INFO - Epoch(train) [1][2160/4451] lr: 3.1830e-02 eta: 3:52:04 time: 0.3244 data_time: 0.0099 memory: 8770 grad_norm: 0.1539 loss: 0.0251 recall@thr=0.5: 0.6711 prec@thr=0.5: 0.6412 recall@top3: 0.7149 prec@top3: 0.5789 recall@top5: 0.9474 prec@top5: 0.4421 loss_action_cls: 0.0251 2022/12/04 10:27:47 - mmengine - INFO - Epoch(train) [1][2180/4451] lr: 3.2032e-02 eta: 3:51:56 time: 0.3251 data_time: 0.0093 memory: 8783 grad_norm: 0.1570 loss: 0.0246 recall@thr=0.5: 0.4211 prec@thr=0.5: 0.4123 recall@top3: 0.7632 prec@top3: 0.4912 recall@top5: 0.9211 prec@top5: 0.3579 loss_action_cls: 0.0246 2022/12/04 10:27:54 - mmengine - INFO - Epoch(train) [1][2200/4451] lr: 3.2235e-02 eta: 3:51:48 time: 0.3257 data_time: 0.0099 memory: 8770 grad_norm: 0.1734 loss: 0.0248 recall@thr=0.5: 0.5476 prec@thr=0.5: 0.8730 recall@top3: 0.7817 prec@top3: 0.7937 recall@top5: 0.9286 prec@top5: 0.5810 loss_action_cls: 0.0248 2022/12/04 10:28:00 - mmengine - INFO - Epoch(train) [1][2220/4451] lr: 3.2437e-02 eta: 3:51:40 time: 0.3261 data_time: 0.0101 memory: 8770 grad_norm: 0.1594 loss: 0.0258 recall@thr=0.5: 0.5542 prec@thr=0.5: 0.5750 recall@top3: 0.7125 prec@top3: 0.5833 recall@top5: 0.9500 prec@top5: 0.4700 loss_action_cls: 0.0258 2022/12/04 10:28:07 - mmengine - INFO - Epoch(train) [1][2240/4451] lr: 3.2639e-02 eta: 3:51:33 time: 0.3258 data_time: 0.0090 memory: 8790 grad_norm: 0.1514 loss: 0.0260 recall@thr=0.5: 0.5648 prec@thr=0.5: 0.7407 recall@top3: 0.7963 prec@top3: 0.6481 recall@top5: 0.9722 prec@top5: 0.4778 loss_action_cls: 0.0260 2022/12/04 10:28:13 - mmengine - INFO - Epoch(train) [1][2260/4451] lr: 3.2841e-02 eta: 3:51:25 time: 0.3247 data_time: 0.0087 memory: 8799 grad_norm: 0.1527 loss: 0.0247 recall@thr=0.5: 0.5357 prec@thr=0.5: 0.8125 recall@top3: 0.7827 prec@top3: 0.6905 recall@top5: 0.9167 prec@top5: 0.5143 loss_action_cls: 0.0247 2022/12/04 10:28:20 - mmengine - INFO - Epoch(train) [1][2280/4451] lr: 3.3043e-02 eta: 3:51:17 time: 0.3257 data_time: 0.0123 memory: 8771 grad_norm: 0.1445 loss: 0.0257 recall@thr=0.5: 0.5185 prec@thr=0.5: 0.7407 recall@top3: 0.7269 prec@top3: 0.6852 recall@top5: 0.8287 prec@top5: 0.4778 loss_action_cls: 0.0257 2022/12/04 10:28:26 - mmengine - INFO - Epoch(train) [1][2300/4451] lr: 3.3246e-02 eta: 3:51:09 time: 0.3256 data_time: 0.0097 memory: 8777 grad_norm: 0.1549 loss: 0.0248 recall@thr=0.5: 0.7143 prec@thr=0.5: 0.7937 recall@top3: 0.7698 prec@top3: 0.7302 recall@top5: 1.0000 prec@top5: 0.6095 loss_action_cls: 0.0248 2022/12/04 10:28:33 - mmengine - INFO - Epoch(train) [1][2320/4451] lr: 3.3448e-02 eta: 3:51:01 time: 0.3251 data_time: 0.0100 memory: 8783 grad_norm: 0.1654 loss: 0.0249 recall@thr=0.5: 0.2692 prec@thr=0.5: 0.4231 recall@top3: 0.5385 prec@top3: 0.3590 recall@top5: 0.8077 prec@top5: 0.3385 loss_action_cls: 0.0249 2022/12/04 10:28:39 - mmengine - INFO - Epoch(train) [1][2340/4451] lr: 3.3650e-02 eta: 3:50:53 time: 0.3245 data_time: 0.0109 memory: 8774 grad_norm: 0.1641 loss: 0.0267 recall@thr=0.5: 0.4514 prec@thr=0.5: 0.4931 recall@top3: 0.6319 prec@top3: 0.4861 recall@top5: 0.9028 prec@top5: 0.4083 loss_action_cls: 0.0267 2022/12/04 10:28:46 - mmengine - INFO - Epoch(train) [1][2360/4451] lr: 3.3852e-02 eta: 3:50:45 time: 0.3243 data_time: 0.0090 memory: 8770 grad_norm: 0.1521 loss: 0.0260 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.6111 recall@top3: 0.7778 prec@top3: 0.5185 recall@top5: 0.9259 prec@top5: 0.3667 loss_action_cls: 0.0260 2022/12/04 10:28:52 - mmengine - INFO - Epoch(train) [1][2380/4451] lr: 3.4055e-02 eta: 3:50:38 time: 0.3253 data_time: 0.0097 memory: 8774 grad_norm: 0.1572 loss: 0.0234 recall@thr=0.5: 0.4861 prec@thr=0.5: 0.5509 recall@top3: 0.8426 prec@top3: 0.6111 recall@top5: 0.9074 prec@top5: 0.4111 loss_action_cls: 0.0234 2022/12/04 10:28:59 - mmengine - INFO - Epoch(train) [1][2400/4451] lr: 3.4257e-02 eta: 3:50:30 time: 0.3257 data_time: 0.0092 memory: 8770 grad_norm: 0.1462 loss: 0.0250 recall@thr=0.5: 0.4286 prec@thr=0.5: 0.6310 recall@top3: 0.6667 prec@top3: 0.6190 recall@top5: 0.8274 prec@top5: 0.4857 loss_action_cls: 0.0250 2022/12/04 10:29:05 - mmengine - INFO - Epoch(train) [1][2420/4451] lr: 3.4459e-02 eta: 3:50:22 time: 0.3247 data_time: 0.0095 memory: 8771 grad_norm: 0.1616 loss: 0.0282 recall@thr=0.5: 0.6842 prec@thr=0.5: 0.6579 recall@top3: 0.8333 prec@top3: 0.6140 recall@top5: 0.9474 prec@top5: 0.4211 loss_action_cls: 0.0282 2022/12/04 10:29:12 - mmengine - INFO - Epoch(train) [1][2440/4451] lr: 3.4661e-02 eta: 3:50:14 time: 0.3240 data_time: 0.0092 memory: 8770 grad_norm: 0.1597 loss: 0.0257 recall@thr=0.5: 0.4931 prec@thr=0.5: 0.6806 recall@top3: 0.7639 prec@top3: 0.6389 recall@top5: 0.9514 prec@top5: 0.4833 loss_action_cls: 0.0257 2022/12/04 10:29:18 - mmengine - INFO - Epoch(train) [1][2460/4451] lr: 3.4863e-02 eta: 3:50:06 time: 0.3247 data_time: 0.0092 memory: 8790 grad_norm: 0.1462 loss: 0.0244 recall@thr=0.5: 0.5653 prec@thr=0.5: 0.6267 recall@top3: 0.5547 prec@top3: 0.4400 recall@top5: 0.8467 prec@top5: 0.4000 loss_action_cls: 0.0244 2022/12/04 10:29:25 - mmengine - INFO - Epoch(train) [1][2480/4451] lr: 3.5066e-02 eta: 3:49:59 time: 0.3266 data_time: 0.0095 memory: 8771 grad_norm: 0.1627 loss: 0.0250 recall@thr=0.5: 0.4773 prec@thr=0.5: 0.5152 recall@top3: 0.7121 prec@top3: 0.6364 recall@top5: 0.9545 prec@top5: 0.5182 loss_action_cls: 0.0250 2022/12/04 10:29:31 - mmengine - INFO - Epoch(train) [1][2500/4451] lr: 3.5268e-02 eta: 3:49:51 time: 0.3241 data_time: 0.0086 memory: 8770 grad_norm: 0.1526 loss: 0.0240 recall@thr=0.5: 0.5245 prec@thr=0.5: 0.6814 recall@top3: 0.6961 prec@top3: 0.5882 recall@top5: 0.8529 prec@top5: 0.4588 loss_action_cls: 0.0240 2022/12/04 10:29:38 - mmengine - INFO - Epoch(train) [1][2520/4451] lr: 3.5470e-02 eta: 3:49:44 time: 0.3259 data_time: 0.0091 memory: 8790 grad_norm: 0.1557 loss: 0.0253 recall@thr=0.5: 0.4907 prec@thr=0.5: 0.5278 recall@top3: 0.5833 prec@top3: 0.3704 recall@top5: 0.8056 prec@top5: 0.3222 loss_action_cls: 0.0253 2022/12/04 10:29:44 - mmengine - INFO - Epoch(train) [1][2540/4451] lr: 3.5672e-02 eta: 3:49:36 time: 0.3256 data_time: 0.0096 memory: 8771 grad_norm: 0.1562 loss: 0.0263 recall@thr=0.5: 0.3917 prec@thr=0.5: 0.5917 recall@top3: 0.6333 prec@top3: 0.3833 recall@top5: 0.7667 prec@top5: 0.2900 loss_action_cls: 0.0263 2022/12/04 10:29:51 - mmengine - INFO - Epoch(train) [1][2560/4451] lr: 3.5875e-02 eta: 3:49:29 time: 0.3253 data_time: 0.0098 memory: 8770 grad_norm: 0.1683 loss: 0.0256 recall@thr=0.5: 0.7035 prec@thr=0.5: 0.8158 recall@top3: 0.7842 prec@top3: 0.7193 recall@top5: 0.9579 prec@top5: 0.5368 loss_action_cls: 0.0256 2022/12/04 10:29:57 - mmengine - INFO - Epoch(train) [1][2580/4451] lr: 3.6077e-02 eta: 3:49:21 time: 0.3240 data_time: 0.0099 memory: 8780 grad_norm: 0.1490 loss: 0.0243 recall@thr=0.5: 0.4278 prec@thr=0.5: 0.6556 recall@top3: 0.6111 prec@top3: 0.5333 recall@top5: 0.8278 prec@top5: 0.4533 loss_action_cls: 0.0243 2022/12/04 10:30:04 - mmengine - INFO - Epoch(train) [1][2600/4451] lr: 3.6279e-02 eta: 3:49:13 time: 0.3245 data_time: 0.0089 memory: 8770 grad_norm: 0.1485 loss: 0.0261 recall@thr=0.5: 0.4500 prec@thr=0.5: 0.4000 recall@top3: 0.7333 prec@top3: 0.4333 recall@top5: 0.8500 prec@top5: 0.3200 loss_action_cls: 0.0261 2022/12/04 10:30:10 - mmengine - INFO - Epoch(train) [1][2620/4451] lr: 3.6481e-02 eta: 3:49:06 time: 0.3261 data_time: 0.0105 memory: 8770 grad_norm: 0.1537 loss: 0.0247 recall@thr=0.5: 0.3684 prec@thr=0.5: 0.4035 recall@top3: 0.8158 prec@top3: 0.4386 recall@top5: 0.9825 prec@top5: 0.3158 loss_action_cls: 0.0247 2022/12/04 10:30:17 - mmengine - INFO - Epoch(train) [1][2640/4451] lr: 3.6684e-02 eta: 3:48:59 time: 0.3263 data_time: 0.0117 memory: 8770 grad_norm: 0.1603 loss: 0.0266 recall@thr=0.5: 0.5083 prec@thr=0.5: 0.6167 recall@top3: 0.7500 prec@top3: 0.5167 recall@top5: 0.9083 prec@top5: 0.4100 loss_action_cls: 0.0266 2022/12/04 10:30:23 - mmengine - INFO - Epoch(train) [1][2660/4451] lr: 3.6886e-02 eta: 3:48:51 time: 0.3246 data_time: 0.0096 memory: 8777 grad_norm: 0.1658 loss: 0.0236 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.7262 recall@top3: 0.7857 prec@top3: 0.5714 recall@top5: 0.8571 prec@top5: 0.3714 loss_action_cls: 0.0236 2022/12/04 10:30:30 - mmengine - INFO - Epoch(train) [1][2680/4451] lr: 3.7088e-02 eta: 3:48:44 time: 0.3250 data_time: 0.0094 memory: 8771 grad_norm: 0.1503 loss: 0.0269 recall@thr=0.5: 0.6774 prec@thr=0.5: 0.6978 recall@top3: 0.7258 prec@top3: 0.6022 recall@top5: 0.8441 prec@top5: 0.4387 loss_action_cls: 0.0269 2022/12/04 10:30:36 - mmengine - INFO - Epoch(train) [1][2700/4451] lr: 3.7290e-02 eta: 3:48:36 time: 0.3260 data_time: 0.0091 memory: 8793 grad_norm: 0.1395 loss: 0.0240 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7727 recall@top3: 0.8864 prec@top3: 0.5455 recall@top5: 1.0000 prec@top5: 0.3727 loss_action_cls: 0.0240 2022/12/04 10:30:43 - mmengine - INFO - Epoch(train) [1][2720/4451] lr: 3.7492e-02 eta: 3:48:29 time: 0.3241 data_time: 0.0106 memory: 8770 grad_norm: 0.1325 loss: 0.0241 recall@thr=0.5: 0.5367 prec@thr=0.5: 0.5800 recall@top3: 0.6467 prec@top3: 0.4800 recall@top5: 0.8400 prec@top5: 0.3840 loss_action_cls: 0.0241 2022/12/04 10:30:49 - mmengine - INFO - Epoch(train) [1][2740/4451] lr: 3.7695e-02 eta: 3:48:21 time: 0.3258 data_time: 0.0098 memory: 8770 grad_norm: 0.1568 loss: 0.0241 recall@thr=0.5: 0.6739 prec@thr=0.5: 0.6594 recall@top3: 0.7536 prec@top3: 0.5507 recall@top5: 0.8841 prec@top5: 0.3739 loss_action_cls: 0.0241 2022/12/04 10:30:56 - mmengine - INFO - Epoch(train) [1][2760/4451] lr: 3.7897e-02 eta: 3:48:14 time: 0.3257 data_time: 0.0095 memory: 8799 grad_norm: 0.1529 loss: 0.0250 recall@thr=0.5: 0.4667 prec@thr=0.5: 0.7105 recall@top3: 0.6465 prec@top3: 0.6667 recall@top5: 0.9263 prec@top5: 0.5684 loss_action_cls: 0.0250 2022/12/04 10:31:02 - mmengine - INFO - Epoch(train) [1][2780/4451] lr: 3.8099e-02 eta: 3:48:06 time: 0.3245 data_time: 0.0089 memory: 8790 grad_norm: 0.1498 loss: 0.0229 recall@thr=0.5: 0.6354 prec@thr=0.5: 0.8125 recall@top3: 0.8438 prec@top3: 0.6042 recall@top5: 0.9375 prec@top5: 0.4250 loss_action_cls: 0.0229 2022/12/04 10:31:09 - mmengine - INFO - Epoch(train) [1][2800/4451] lr: 3.8301e-02 eta: 3:47:59 time: 0.3246 data_time: 0.0098 memory: 8786 grad_norm: 0.1366 loss: 0.0242 recall@thr=0.5: 0.4977 prec@thr=0.5: 0.5992 recall@top3: 0.6614 prec@top3: 0.5758 recall@top5: 0.8000 prec@top5: 0.4455 loss_action_cls: 0.0242 2022/12/04 10:31:15 - mmengine - INFO - Epoch(train) [1][2820/4451] lr: 3.8504e-02 eta: 3:47:52 time: 0.3268 data_time: 0.0110 memory: 8780 grad_norm: 0.1433 loss: 0.0252 recall@thr=0.5: 0.5467 prec@thr=0.5: 0.7133 recall@top3: 0.6733 prec@top3: 0.4667 recall@top5: 0.9600 prec@top5: 0.3840 loss_action_cls: 0.0252 2022/12/04 10:31:22 - mmengine - INFO - Epoch(train) [1][2840/4451] lr: 3.8706e-02 eta: 3:47:45 time: 0.3250 data_time: 0.0092 memory: 8770 grad_norm: 0.1444 loss: 0.0256 recall@thr=0.5: 0.5864 prec@thr=0.5: 0.6481 recall@top3: 0.8272 prec@top3: 0.4938 recall@top5: 0.8704 prec@top5: 0.3185 loss_action_cls: 0.0256 2022/12/04 10:31:28 - mmengine - INFO - Epoch(train) [1][2860/4451] lr: 3.8908e-02 eta: 3:47:37 time: 0.3248 data_time: 0.0094 memory: 8770 grad_norm: 0.1423 loss: 0.0240 recall@thr=0.5: 0.4867 prec@thr=0.5: 0.6900 recall@top3: 0.6500 prec@top3: 0.5200 recall@top5: 0.9200 prec@top5: 0.4400 loss_action_cls: 0.0240 2022/12/04 10:31:35 - mmengine - INFO - Epoch(train) [1][2880/4451] lr: 3.9110e-02 eta: 3:47:30 time: 0.3246 data_time: 0.0096 memory: 8786 grad_norm: 0.1486 loss: 0.0255 recall@thr=0.5: 0.6952 prec@thr=0.5: 0.8131 recall@top3: 0.7173 prec@top3: 0.6905 recall@top5: 0.8738 prec@top5: 0.5357 loss_action_cls: 0.0255 2022/12/04 10:31:41 - mmengine - INFO - Epoch(train) [1][2900/4451] lr: 3.9312e-02 eta: 3:47:22 time: 0.3255 data_time: 0.0109 memory: 8806 grad_norm: 0.1477 loss: 0.0239 recall@thr=0.5: 0.5647 prec@thr=0.5: 0.7157 recall@top3: 0.5706 prec@top3: 0.4314 recall@top5: 0.6863 prec@top5: 0.3412 loss_action_cls: 0.0239 2022/12/04 10:31:48 - mmengine - INFO - Epoch(train) [1][2920/4451] lr: 3.9515e-02 eta: 3:47:15 time: 0.3259 data_time: 0.0096 memory: 8770 grad_norm: 0.1558 loss: 0.0242 recall@thr=0.5: 0.6058 prec@thr=0.5: 0.6692 recall@top3: 0.6058 prec@top3: 0.4833 recall@top5: 0.8550 prec@top5: 0.4300 loss_action_cls: 0.0242 2022/12/04 10:31:54 - mmengine - INFO - Epoch(train) [1][2940/4451] lr: 3.9717e-02 eta: 3:47:08 time: 0.3266 data_time: 0.0099 memory: 8777 grad_norm: 0.1595 loss: 0.0256 recall@thr=0.5: 0.2500 prec@thr=0.5: 0.2500 recall@top3: 0.4219 prec@top3: 0.2917 recall@top5: 0.6510 prec@top5: 0.3000 loss_action_cls: 0.0256 2022/12/04 10:32:01 - mmengine - INFO - Epoch(train) [1][2960/4451] lr: 3.9919e-02 eta: 3:47:01 time: 0.3257 data_time: 0.0095 memory: 8780 grad_norm: 0.1423 loss: 0.0260 recall@thr=0.5: 0.4200 prec@thr=0.5: 0.6750 recall@top3: 0.6967 prec@top3: 0.5667 recall@top5: 0.7983 prec@top5: 0.4100 loss_action_cls: 0.0260 2022/12/04 10:32:08 - mmengine - INFO - Epoch(train) [1][2980/4451] lr: 4.0121e-02 eta: 3:46:54 time: 0.3269 data_time: 0.0101 memory: 8770 grad_norm: 0.1447 loss: 0.0254 recall@thr=0.5: 0.3971 prec@thr=0.5: 0.4167 recall@top3: 0.5245 prec@top3: 0.3922 recall@top5: 0.8039 prec@top5: 0.3765 loss_action_cls: 0.0254 2022/12/04 10:32:14 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 10:32:14 - mmengine - INFO - Epoch(train) [1][3000/4451] lr: 4.0324e-02 eta: 3:46:47 time: 0.3250 data_time: 0.0092 memory: 8771 grad_norm: 0.1499 loss: 0.0255 recall@thr=0.5: 0.5185 prec@thr=0.5: 0.4846 recall@top3: 0.7716 prec@top3: 0.4568 recall@top5: 0.9815 prec@top5: 0.3556 loss_action_cls: 0.0255 2022/12/04 10:32:21 - mmengine - INFO - Epoch(train) [1][3020/4451] lr: 4.0526e-02 eta: 3:46:39 time: 0.3245 data_time: 0.0100 memory: 8770 grad_norm: 0.1523 loss: 0.0244 recall@thr=0.5: 0.3929 prec@thr=0.5: 0.3968 recall@top3: 0.6984 prec@top3: 0.6032 recall@top5: 0.8016 prec@top5: 0.4286 loss_action_cls: 0.0244 2022/12/04 10:32:27 - mmengine - INFO - Epoch(train) [1][3040/4451] lr: 4.0728e-02 eta: 3:46:33 time: 0.3266 data_time: 0.0098 memory: 8780 grad_norm: 0.1438 loss: 0.0243 recall@thr=0.5: 0.6627 prec@thr=0.5: 0.7579 recall@top3: 0.7262 prec@top3: 0.6984 recall@top5: 0.9762 prec@top5: 0.5429 loss_action_cls: 0.0243 2022/12/04 10:32:34 - mmengine - INFO - Epoch(train) [1][3060/4451] lr: 4.0930e-02 eta: 3:46:25 time: 0.3248 data_time: 0.0104 memory: 8770 grad_norm: 0.1423 loss: 0.0240 recall@thr=0.5: 0.5476 prec@thr=0.5: 0.6746 recall@top3: 0.7063 prec@top3: 0.5079 recall@top5: 0.9444 prec@top5: 0.4190 loss_action_cls: 0.0240 2022/12/04 10:32:40 - mmengine - INFO - Epoch(train) [1][3080/4451] lr: 4.1132e-02 eta: 3:46:18 time: 0.3261 data_time: 0.0107 memory: 8770 grad_norm: 0.1444 loss: 0.0243 recall@thr=0.5: 0.6396 prec@thr=0.5: 0.8437 recall@top3: 0.7229 prec@top3: 0.7083 recall@top5: 0.8813 prec@top5: 0.5000 loss_action_cls: 0.0243 2022/12/04 10:32:47 - mmengine - INFO - Epoch(train) [1][3100/4451] lr: 4.1335e-02 eta: 3:46:11 time: 0.3260 data_time: 0.0094 memory: 8771 grad_norm: 0.1424 loss: 0.0237 recall@thr=0.5: 0.7193 prec@thr=0.5: 0.7368 recall@top3: 0.7632 prec@top3: 0.5614 recall@top5: 0.9035 prec@top5: 0.4211 loss_action_cls: 0.0237 2022/12/04 10:32:53 - mmengine - INFO - Epoch(train) [1][3120/4451] lr: 4.1537e-02 eta: 3:46:04 time: 0.3252 data_time: 0.0098 memory: 8770 grad_norm: 0.1406 loss: 0.0235 recall@thr=0.5: 0.6275 prec@thr=0.5: 0.7941 recall@top3: 0.6863 prec@top3: 0.5098 recall@top5: 0.8039 prec@top5: 0.3765 loss_action_cls: 0.0235 2022/12/04 10:33:00 - mmengine - INFO - Epoch(train) [1][3140/4451] lr: 4.1739e-02 eta: 3:45:57 time: 0.3245 data_time: 0.0101 memory: 8770 grad_norm: 0.1378 loss: 0.0251 recall@thr=0.5: 0.2604 prec@thr=0.5: 0.4375 recall@top3: 0.7917 prec@top3: 0.5208 recall@top5: 0.8438 prec@top5: 0.3375 loss_action_cls: 0.0251 2022/12/04 10:33:06 - mmengine - INFO - Epoch(train) [1][3160/4451] lr: 4.1941e-02 eta: 3:45:49 time: 0.3252 data_time: 0.0095 memory: 8770 grad_norm: 0.1500 loss: 0.0253 recall@thr=0.5: 0.8370 prec@thr=0.5: 0.8732 recall@top3: 0.8188 prec@top3: 0.6377 recall@top5: 0.9312 prec@top5: 0.4435 loss_action_cls: 0.0253 2022/12/04 10:33:13 - mmengine - INFO - Epoch(train) [1][3180/4451] lr: 4.2144e-02 eta: 3:45:42 time: 0.3247 data_time: 0.0097 memory: 8809 grad_norm: 0.1357 loss: 0.0266 recall@thr=0.5: 0.6912 prec@thr=0.5: 0.7304 recall@top3: 0.7696 prec@top3: 0.5686 recall@top5: 0.8627 prec@top5: 0.4000 loss_action_cls: 0.0266 2022/12/04 10:33:19 - mmengine - INFO - Epoch(train) [1][3200/4451] lr: 4.2346e-02 eta: 3:45:35 time: 0.3248 data_time: 0.0091 memory: 8796 grad_norm: 0.1413 loss: 0.0227 recall@thr=0.5: 0.5948 prec@thr=0.5: 0.6782 recall@top3: 0.7902 prec@top3: 0.5632 recall@top5: 0.9540 prec@top5: 0.4276 loss_action_cls: 0.0227 2022/12/04 10:33:26 - mmengine - INFO - Epoch(train) [1][3220/4451] lr: 4.2548e-02 eta: 3:45:27 time: 0.3242 data_time: 0.0092 memory: 8770 grad_norm: 0.1399 loss: 0.0256 recall@thr=0.5: 0.3333 prec@thr=0.5: 0.5455 recall@top3: 0.7879 prec@top3: 0.5455 recall@top5: 0.8485 prec@top5: 0.3636 loss_action_cls: 0.0256 2022/12/04 10:33:32 - mmengine - INFO - Epoch(train) [1][3240/4451] lr: 4.2750e-02 eta: 3:45:20 time: 0.3261 data_time: 0.0098 memory: 8770 grad_norm: 0.1366 loss: 0.0235 recall@thr=0.5: 0.7625 prec@thr=0.5: 0.8333 recall@top3: 0.8292 prec@top3: 0.6667 recall@top5: 0.9583 prec@top5: 0.5000 loss_action_cls: 0.0235 2022/12/04 10:33:39 - mmengine - INFO - Epoch(train) [1][3260/4451] lr: 4.2952e-02 eta: 3:45:13 time: 0.3257 data_time: 0.0098 memory: 8770 grad_norm: 0.1478 loss: 0.0256 recall@thr=0.5: 0.5139 prec@thr=0.5: 0.5833 recall@top3: 0.7222 prec@top3: 0.5139 recall@top5: 0.8750 prec@top5: 0.3583 loss_action_cls: 0.0256 2022/12/04 10:33:45 - mmengine - INFO - Epoch(train) [1][3280/4451] lr: 4.3155e-02 eta: 3:45:06 time: 0.3246 data_time: 0.0096 memory: 8770 grad_norm: 0.1404 loss: 0.0241 recall@thr=0.5: 0.6865 prec@thr=0.5: 0.8056 recall@top3: 0.8056 prec@top3: 0.7460 recall@top5: 0.9603 prec@top5: 0.5524 loss_action_cls: 0.0241 2022/12/04 10:33:52 - mmengine - INFO - Epoch(train) [1][3300/4451] lr: 4.3357e-02 eta: 3:44:59 time: 0.3262 data_time: 0.0103 memory: 8770 grad_norm: 0.1261 loss: 0.0260 recall@thr=0.5: 0.4800 prec@thr=0.5: 0.5867 recall@top3: 0.7633 prec@top3: 0.5733 recall@top5: 0.8600 prec@top5: 0.4080 loss_action_cls: 0.0260 2022/12/04 10:33:58 - mmengine - INFO - Epoch(train) [1][3320/4451] lr: 4.3559e-02 eta: 3:44:52 time: 0.3260 data_time: 0.0100 memory: 8783 grad_norm: 0.1365 loss: 0.0246 recall@thr=0.5: 0.5439 prec@thr=0.5: 0.6579 recall@top3: 0.7544 prec@top3: 0.4035 recall@top5: 0.8333 prec@top5: 0.2632 loss_action_cls: 0.0246 2022/12/04 10:34:05 - mmengine - INFO - Epoch(train) [1][3340/4451] lr: 4.3761e-02 eta: 3:44:45 time: 0.3240 data_time: 0.0108 memory: 8770 grad_norm: 0.1431 loss: 0.0253 recall@thr=0.5: 0.6449 prec@thr=0.5: 0.7464 recall@top3: 0.8261 prec@top3: 0.5942 recall@top5: 0.9783 prec@top5: 0.4174 loss_action_cls: 0.0253 2022/12/04 10:34:11 - mmengine - INFO - Epoch(train) [1][3360/4451] lr: 4.3964e-02 eta: 3:44:38 time: 0.3251 data_time: 0.0093 memory: 8790 grad_norm: 0.1328 loss: 0.0236 recall@thr=0.5: 0.6146 prec@thr=0.5: 0.6667 recall@top3: 0.8576 prec@top3: 0.5139 recall@top5: 0.9097 prec@top5: 0.3333 loss_action_cls: 0.0236 2022/12/04 10:34:18 - mmengine - INFO - Epoch(train) [1][3380/4451] lr: 4.4166e-02 eta: 3:44:31 time: 0.3259 data_time: 0.0101 memory: 8770 grad_norm: 0.1424 loss: 0.0254 recall@thr=0.5: 0.5071 prec@thr=0.5: 0.6508 recall@top3: 0.6579 prec@top3: 0.6825 recall@top5: 0.8063 prec@top5: 0.5333 loss_action_cls: 0.0254 2022/12/04 10:34:24 - mmengine - INFO - Epoch(train) [1][3400/4451] lr: 4.4368e-02 eta: 3:44:23 time: 0.3248 data_time: 0.0097 memory: 8813 grad_norm: 0.1481 loss: 0.0238 recall@thr=0.5: 0.5339 prec@thr=0.5: 0.6901 recall@top3: 0.6198 prec@top3: 0.5625 recall@top5: 0.8177 prec@top5: 0.4312 loss_action_cls: 0.0238 2022/12/04 10:34:31 - mmengine - INFO - Epoch(train) [1][3420/4451] lr: 4.4570e-02 eta: 3:44:17 time: 0.3260 data_time: 0.0108 memory: 8790 grad_norm: 0.1392 loss: 0.0272 recall@thr=0.5: 0.6642 prec@thr=0.5: 0.6033 recall@top3: 0.6742 prec@top3: 0.5000 recall@top5: 0.8842 prec@top5: 0.4000 loss_action_cls: 0.0272 2022/12/04 10:34:37 - mmengine - INFO - Epoch(train) [1][3440/4451] lr: 4.4772e-02 eta: 3:44:10 time: 0.3263 data_time: 0.0100 memory: 8804 grad_norm: 0.1330 loss: 0.0225 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.6444 recall@top3: 0.7333 prec@top3: 0.4444 recall@top5: 0.7333 prec@top5: 0.2667 loss_action_cls: 0.0225 2022/12/04 10:34:44 - mmengine - INFO - Epoch(train) [1][3460/4451] lr: 4.4975e-02 eta: 3:44:03 time: 0.3265 data_time: 0.0091 memory: 8799 grad_norm: 0.1406 loss: 0.0232 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6667 recall@top3: 0.7847 prec@top3: 0.6944 recall@top5: 0.8889 prec@top5: 0.4750 loss_action_cls: 0.0232 2022/12/04 10:34:50 - mmengine - INFO - Epoch(train) [1][3480/4451] lr: 4.5177e-02 eta: 3:43:56 time: 0.3258 data_time: 0.0096 memory: 8771 grad_norm: 0.1346 loss: 0.0243 recall@thr=0.5: 0.5127 prec@thr=0.5: 0.7619 recall@top3: 0.6873 prec@top3: 0.6508 recall@top5: 0.8778 prec@top5: 0.5048 loss_action_cls: 0.0243 2022/12/04 10:34:57 - mmengine - INFO - Epoch(train) [1][3500/4451] lr: 4.5379e-02 eta: 3:43:49 time: 0.3257 data_time: 0.0095 memory: 8770 grad_norm: 0.1313 loss: 0.0253 recall@thr=0.5: 0.4271 prec@thr=0.5: 0.6042 recall@top3: 0.8368 prec@top3: 0.5972 recall@top5: 0.8924 prec@top5: 0.3833 loss_action_cls: 0.0253 2022/12/04 10:35:03 - mmengine - INFO - Epoch(train) [1][3520/4451] lr: 4.5581e-02 eta: 3:43:42 time: 0.3271 data_time: 0.0095 memory: 8774 grad_norm: 0.1355 loss: 0.0244 recall@thr=0.5: 0.3902 prec@thr=0.5: 0.5227 recall@top3: 0.6856 prec@top3: 0.5455 recall@top5: 0.8636 prec@top5: 0.4273 loss_action_cls: 0.0244 2022/12/04 10:35:10 - mmengine - INFO - Epoch(train) [1][3540/4451] lr: 4.5784e-02 eta: 3:43:35 time: 0.3251 data_time: 0.0102 memory: 8771 grad_norm: 0.1293 loss: 0.0249 recall@thr=0.5: 0.2544 prec@thr=0.5: 0.3596 recall@top3: 0.4649 prec@top3: 0.3684 recall@top5: 0.7368 prec@top5: 0.3263 loss_action_cls: 0.0249 2022/12/04 10:35:16 - mmengine - INFO - Epoch(train) [1][3560/4451] lr: 4.5986e-02 eta: 3:43:28 time: 0.3260 data_time: 0.0090 memory: 8783 grad_norm: 0.1227 loss: 0.0229 recall@thr=0.5: 0.6733 prec@thr=0.5: 0.7067 recall@top3: 0.8000 prec@top3: 0.7333 recall@top5: 0.9400 prec@top5: 0.5200 loss_action_cls: 0.0229 2022/12/04 10:35:23 - mmengine - INFO - Epoch(train) [1][3580/4451] lr: 4.6188e-02 eta: 3:43:21 time: 0.3241 data_time: 0.0095 memory: 8770 grad_norm: 0.1313 loss: 0.0224 recall@thr=0.5: 0.8571 prec@thr=0.5: 0.8810 recall@top3: 0.9286 prec@top3: 0.5238 recall@top5: 0.9643 prec@top5: 0.3286 loss_action_cls: 0.0224 2022/12/04 10:35:29 - mmengine - INFO - Epoch(train) [1][3600/4451] lr: 4.6390e-02 eta: 3:43:14 time: 0.3251 data_time: 0.0099 memory: 8783 grad_norm: 0.1439 loss: 0.0248 recall@thr=0.5: 0.4688 prec@thr=0.5: 0.5677 recall@top3: 0.5625 prec@top3: 0.4583 recall@top5: 0.6458 prec@top5: 0.3125 loss_action_cls: 0.0248 2022/12/04 10:35:36 - mmengine - INFO - Epoch(train) [1][3620/4451] lr: 4.6593e-02 eta: 3:43:07 time: 0.3258 data_time: 0.0100 memory: 8774 grad_norm: 0.1368 loss: 0.0244 recall@thr=0.5: 0.6212 prec@thr=0.5: 0.6220 recall@top3: 0.7576 prec@top3: 0.5455 recall@top5: 0.8712 prec@top5: 0.3909 loss_action_cls: 0.0244 2022/12/04 10:35:42 - mmengine - INFO - Epoch(train) [1][3640/4451] lr: 4.6795e-02 eta: 3:43:00 time: 0.3237 data_time: 0.0089 memory: 8790 grad_norm: 0.1471 loss: 0.0244 recall@thr=0.5: 0.5490 prec@thr=0.5: 0.6471 recall@top3: 0.8186 prec@top3: 0.6863 recall@top5: 0.9216 prec@top5: 0.4588 loss_action_cls: 0.0244 2022/12/04 10:35:49 - mmengine - INFO - Epoch(train) [1][3660/4451] lr: 4.6997e-02 eta: 3:42:53 time: 0.3256 data_time: 0.0097 memory: 8780 grad_norm: 0.1367 loss: 0.0250 recall@thr=0.5: 0.5103 prec@thr=0.5: 0.6695 recall@top3: 0.7425 prec@top3: 0.6782 recall@top5: 0.9023 prec@top5: 0.5172 loss_action_cls: 0.0250 2022/12/04 10:35:55 - mmengine - INFO - Epoch(train) [1][3680/4451] lr: 4.7199e-02 eta: 3:42:46 time: 0.3259 data_time: 0.0095 memory: 8783 grad_norm: 0.1315 loss: 0.0247 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7037 recall@top3: 0.8704 prec@top3: 0.6481 recall@top5: 0.9259 prec@top5: 0.4222 loss_action_cls: 0.0247 2022/12/04 10:36:02 - mmengine - INFO - Epoch(train) [1][3700/4451] lr: 4.7401e-02 eta: 3:42:39 time: 0.3272 data_time: 0.0095 memory: 8806 grad_norm: 0.1461 loss: 0.0256 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.6000 recall@top3: 0.8333 prec@top3: 0.5333 recall@top5: 0.9333 prec@top5: 0.3467 loss_action_cls: 0.0256 2022/12/04 10:36:08 - mmengine - INFO - Epoch(train) [1][3720/4451] lr: 4.7604e-02 eta: 3:42:32 time: 0.3250 data_time: 0.0091 memory: 8796 grad_norm: 0.1366 loss: 0.0256 recall@thr=0.5: 0.7865 prec@thr=0.5: 0.8958 recall@top3: 0.9219 prec@top3: 0.7083 recall@top5: 0.9375 prec@top5: 0.4375 loss_action_cls: 0.0256 2022/12/04 10:36:15 - mmengine - INFO - Epoch(train) [1][3740/4451] lr: 4.7806e-02 eta: 3:42:25 time: 0.3244 data_time: 0.0094 memory: 8770 grad_norm: 0.1406 loss: 0.0244 recall@thr=0.5: 0.6771 prec@thr=0.5: 0.6562 recall@top3: 0.8438 prec@top3: 0.3958 recall@top5: 0.9062 prec@top5: 0.2500 loss_action_cls: 0.0244 2022/12/04 10:36:21 - mmengine - INFO - Epoch(train) [1][3760/4451] lr: 4.8008e-02 eta: 3:42:18 time: 0.3266 data_time: 0.0122 memory: 8770 grad_norm: 0.1362 loss: 0.0234 recall@thr=0.5: 0.4649 prec@thr=0.5: 0.5965 recall@top3: 0.7456 prec@top3: 0.6491 recall@top5: 0.9079 prec@top5: 0.4737 loss_action_cls: 0.0234 2022/12/04 10:36:28 - mmengine - INFO - Epoch(train) [1][3780/4451] lr: 4.8210e-02 eta: 3:42:11 time: 0.3247 data_time: 0.0099 memory: 8806 grad_norm: 0.1337 loss: 0.0242 recall@thr=0.5: 0.5179 prec@thr=0.5: 0.5298 recall@top3: 0.7976 prec@top3: 0.4762 recall@top5: 0.9167 prec@top5: 0.3429 loss_action_cls: 0.0242 2022/12/04 10:36:34 - mmengine - INFO - Epoch(train) [1][3800/4451] lr: 4.8413e-02 eta: 3:42:04 time: 0.3248 data_time: 0.0109 memory: 8786 grad_norm: 0.1376 loss: 0.0240 recall@thr=0.5: 0.8148 prec@thr=0.5: 0.7778 recall@top3: 0.8333 prec@top3: 0.6481 recall@top5: 0.9722 prec@top5: 0.4778 loss_action_cls: 0.0240 2022/12/04 10:36:41 - mmengine - INFO - Epoch(train) [1][3820/4451] lr: 4.8615e-02 eta: 3:41:57 time: 0.3250 data_time: 0.0130 memory: 8816 grad_norm: 0.1384 loss: 0.0255 recall@thr=0.5: 0.5254 prec@thr=0.5: 0.6812 recall@top3: 0.7101 prec@top3: 0.5942 recall@top5: 0.8043 prec@top5: 0.4174 loss_action_cls: 0.0255 2022/12/04 10:36:47 - mmengine - INFO - Epoch(train) [1][3840/4451] lr: 4.8817e-02 eta: 3:41:50 time: 0.3264 data_time: 0.0097 memory: 8783 grad_norm: 0.1318 loss: 0.0240 recall@thr=0.5: 0.5985 prec@thr=0.5: 0.6288 recall@top3: 0.8106 prec@top3: 0.5606 recall@top5: 0.9394 prec@top5: 0.4000 loss_action_cls: 0.0240 2022/12/04 10:36:54 - mmengine - INFO - Epoch(train) [1][3860/4451] lr: 4.9019e-02 eta: 3:41:43 time: 0.3251 data_time: 0.0095 memory: 8777 grad_norm: 0.1325 loss: 0.0232 recall@thr=0.5: 0.4074 prec@thr=0.5: 0.4907 recall@top3: 0.5741 prec@top3: 0.3889 recall@top5: 0.7778 prec@top5: 0.3111 loss_action_cls: 0.0232 2022/12/04 10:37:00 - mmengine - INFO - Epoch(train) [1][3880/4451] lr: 4.9221e-02 eta: 3:41:36 time: 0.3253 data_time: 0.0097 memory: 8770 grad_norm: 0.1278 loss: 0.0235 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.7583 recall@top3: 0.7583 prec@top3: 0.6500 recall@top5: 0.9500 prec@top5: 0.4700 loss_action_cls: 0.0235 2022/12/04 10:37:07 - mmengine - INFO - Epoch(train) [1][3900/4451] lr: 4.9424e-02 eta: 3:41:30 time: 0.3277 data_time: 0.0095 memory: 8793 grad_norm: 0.1331 loss: 0.0235 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.6458 recall@top3: 0.6792 prec@top3: 0.5667 recall@top5: 0.7958 prec@top5: 0.4100 loss_action_cls: 0.0235 2022/12/04 10:37:13 - mmengine - INFO - Epoch(train) [1][3920/4451] lr: 4.9626e-02 eta: 3:41:23 time: 0.3244 data_time: 0.0094 memory: 8806 grad_norm: 0.1294 loss: 0.0235 recall@thr=0.5: 0.5024 prec@thr=0.5: 0.8016 recall@top3: 0.7167 prec@top3: 0.6825 recall@top5: 0.9302 prec@top5: 0.5238 loss_action_cls: 0.0235 2022/12/04 10:37:20 - mmengine - INFO - Epoch(train) [1][3940/4451] lr: 4.9828e-02 eta: 3:41:16 time: 0.3265 data_time: 0.0095 memory: 8793 grad_norm: 0.1438 loss: 0.0253 recall@thr=0.5: 0.6326 prec@thr=0.5: 0.8409 recall@top3: 0.7386 prec@top3: 0.7121 recall@top5: 0.9091 prec@top5: 0.5455 loss_action_cls: 0.0253 2022/12/04 10:37:27 - mmengine - INFO - Epoch(train) [1][3960/4451] lr: 5.0030e-02 eta: 3:41:09 time: 0.3247 data_time: 0.0097 memory: 8786 grad_norm: 0.1284 loss: 0.0232 recall@thr=0.5: 0.5625 prec@thr=0.5: 0.7798 recall@top3: 0.6815 prec@top3: 0.5595 recall@top5: 0.8631 prec@top5: 0.4071 loss_action_cls: 0.0232 2022/12/04 10:37:33 - mmengine - INFO - Epoch(train) [1][3980/4451] lr: 5.0233e-02 eta: 3:41:02 time: 0.3248 data_time: 0.0096 memory: 8780 grad_norm: 0.1387 loss: 0.0227 recall@thr=0.5: 0.5909 prec@thr=0.5: 0.6970 recall@top3: 0.8712 prec@top3: 0.6768 recall@top5: 0.9470 prec@top5: 0.4485 loss_action_cls: 0.0227 2022/12/04 10:37:40 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 10:37:40 - mmengine - INFO - Epoch(train) [1][4000/4451] lr: 5.0435e-02 eta: 3:40:55 time: 0.3257 data_time: 0.0107 memory: 8850 grad_norm: 0.1303 loss: 0.0233 recall@thr=0.5: 0.4639 prec@thr=0.5: 0.6296 recall@top3: 0.6407 prec@top3: 0.5556 recall@top5: 0.7731 prec@top5: 0.4333 loss_action_cls: 0.0233 2022/12/04 10:37:46 - mmengine - INFO - Epoch(train) [1][4020/4451] lr: 5.0637e-02 eta: 3:40:48 time: 0.3253 data_time: 0.0093 memory: 8770 grad_norm: 0.1419 loss: 0.0253 recall@thr=0.5: 0.5417 prec@thr=0.5: 0.6750 recall@top3: 0.6833 prec@top3: 0.6167 recall@top5: 0.7700 prec@top5: 0.4200 loss_action_cls: 0.0253 2022/12/04 10:37:53 - mmengine - INFO - Epoch(train) [1][4040/4451] lr: 5.0839e-02 eta: 3:40:41 time: 0.3257 data_time: 0.0097 memory: 8770 grad_norm: 0.1294 loss: 0.0256 recall@thr=0.5: 0.3433 prec@thr=0.5: 0.5100 recall@top3: 0.6600 prec@top3: 0.4933 recall@top5: 0.8233 prec@top5: 0.3840 loss_action_cls: 0.0256 2022/12/04 10:37:59 - mmengine - INFO - Epoch(train) [1][4060/4451] lr: 5.1041e-02 eta: 3:40:34 time: 0.3240 data_time: 0.0103 memory: 8770 grad_norm: 0.1376 loss: 0.0240 recall@thr=0.5: 0.7148 prec@thr=0.5: 0.7963 recall@top3: 0.7148 prec@top3: 0.6481 recall@top5: 0.9444 prec@top5: 0.5333 loss_action_cls: 0.0240 2022/12/04 10:38:06 - mmengine - INFO - Epoch(train) [1][4080/4451] lr: 5.1244e-02 eta: 3:40:27 time: 0.3253 data_time: 0.0100 memory: 8774 grad_norm: 0.1402 loss: 0.0229 recall@thr=0.5: 0.3063 prec@thr=0.5: 0.4484 recall@top3: 0.6302 prec@top3: 0.4921 recall@top5: 0.8079 prec@top5: 0.3810 loss_action_cls: 0.0229 2022/12/04 10:38:12 - mmengine - INFO - Epoch(train) [1][4100/4451] lr: 5.1446e-02 eta: 3:40:20 time: 0.3256 data_time: 0.0097 memory: 8770 grad_norm: 0.1313 loss: 0.0259 recall@thr=0.5: 0.4773 prec@thr=0.5: 0.7500 recall@top3: 0.7955 prec@top3: 0.5303 recall@top5: 0.8295 prec@top5: 0.3364 loss_action_cls: 0.0259 2022/12/04 10:38:19 - mmengine - INFO - Epoch(train) [1][4120/4451] lr: 5.1648e-02 eta: 3:40:13 time: 0.3247 data_time: 0.0106 memory: 8770 grad_norm: 0.1342 loss: 0.0250 recall@thr=0.5: 0.4294 prec@thr=0.5: 0.6275 recall@top3: 0.7725 prec@top3: 0.5098 recall@top5: 0.8510 prec@top5: 0.3412 loss_action_cls: 0.0250 2022/12/04 10:38:25 - mmengine - INFO - Epoch(train) [1][4140/4451] lr: 5.1850e-02 eta: 3:40:06 time: 0.3249 data_time: 0.0094 memory: 8770 grad_norm: 0.1303 loss: 0.0258 recall@thr=0.5: 0.6562 prec@thr=0.5: 0.6250 recall@top3: 0.8750 prec@top3: 0.5417 recall@top5: 0.9375 prec@top5: 0.3500 loss_action_cls: 0.0258 2022/12/04 10:38:32 - mmengine - INFO - Epoch(train) [1][4160/4451] lr: 5.2053e-02 eta: 3:40:00 time: 0.3260 data_time: 0.0098 memory: 8804 grad_norm: 0.1218 loss: 0.0238 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.6439 recall@top3: 0.7955 prec@top3: 0.3939 recall@top5: 0.8409 prec@top5: 0.2545 loss_action_cls: 0.0238 2022/12/04 10:38:38 - mmengine - INFO - Epoch(train) [1][4180/4451] lr: 5.2255e-02 eta: 3:39:53 time: 0.3271 data_time: 0.0096 memory: 8770 grad_norm: 0.1241 loss: 0.0211 recall@thr=0.5: 0.5882 prec@thr=0.5: 0.8235 recall@top3: 0.6961 prec@top3: 0.5686 recall@top5: 0.8824 prec@top5: 0.4353 loss_action_cls: 0.0211 2022/12/04 10:38:45 - mmengine - INFO - Epoch(train) [1][4200/4451] lr: 5.2457e-02 eta: 3:39:46 time: 0.3251 data_time: 0.0097 memory: 8770 grad_norm: 0.1209 loss: 0.0201 recall@thr=0.5: 0.7773 prec@thr=0.5: 0.7242 recall@top3: 0.7667 prec@top3: 0.5758 recall@top5: 0.9288 prec@top5: 0.4273 loss_action_cls: 0.0201 2022/12/04 10:38:51 - mmengine - INFO - Epoch(train) [1][4220/4451] lr: 5.2659e-02 eta: 3:39:39 time: 0.3256 data_time: 0.0099 memory: 8780 grad_norm: 0.1295 loss: 0.0238 recall@thr=0.5: 0.6510 prec@thr=0.5: 0.8333 recall@top3: 0.8073 prec@top3: 0.5625 recall@top5: 0.9115 prec@top5: 0.4000 loss_action_cls: 0.0238 2022/12/04 10:38:58 - mmengine - INFO - Epoch(train) [1][4240/4451] lr: 5.2861e-02 eta: 3:39:33 time: 0.3264 data_time: 0.0093 memory: 8813 grad_norm: 0.1247 loss: 0.0243 recall@thr=0.5: 0.7381 prec@thr=0.5: 0.7937 recall@top3: 0.7540 prec@top3: 0.6032 recall@top5: 0.9286 prec@top5: 0.4762 loss_action_cls: 0.0243 2022/12/04 10:39:04 - mmengine - INFO - Epoch(train) [1][4260/4451] lr: 5.3064e-02 eta: 3:39:26 time: 0.3258 data_time: 0.0094 memory: 8780 grad_norm: 0.1394 loss: 0.0246 recall@thr=0.5: 0.5219 prec@thr=0.5: 0.6053 recall@top3: 0.6404 prec@top3: 0.4386 recall@top5: 0.8158 prec@top5: 0.3684 loss_action_cls: 0.0246 2022/12/04 10:39:11 - mmengine - INFO - Epoch(train) [1][4280/4451] lr: 5.3266e-02 eta: 3:39:19 time: 0.3256 data_time: 0.0107 memory: 8777 grad_norm: 0.1243 loss: 0.0222 recall@thr=0.5: 0.6429 prec@thr=0.5: 0.6310 recall@top3: 0.7500 prec@top3: 0.6190 recall@top5: 0.9286 prec@top5: 0.4429 loss_action_cls: 0.0222 2022/12/04 10:39:17 - mmengine - INFO - Epoch(train) [1][4300/4451] lr: 5.3468e-02 eta: 3:39:12 time: 0.3253 data_time: 0.0101 memory: 8770 grad_norm: 0.1300 loss: 0.0225 recall@thr=0.5: 0.3333 prec@thr=0.5: 0.3333 recall@top3: 0.6000 prec@top3: 0.4222 recall@top5: 0.7667 prec@top5: 0.3600 loss_action_cls: 0.0225 2022/12/04 10:39:24 - mmengine - INFO - Epoch(train) [1][4320/4451] lr: 5.3670e-02 eta: 3:39:05 time: 0.3260 data_time: 0.0094 memory: 8786 grad_norm: 0.1360 loss: 0.0239 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.7500 recall@top3: 0.8056 prec@top3: 0.5694 recall@top5: 0.9028 prec@top5: 0.3917 loss_action_cls: 0.0239 2022/12/04 10:39:30 - mmengine - INFO - Epoch(train) [1][4340/4451] lr: 5.3873e-02 eta: 3:38:58 time: 0.3253 data_time: 0.0095 memory: 8783 grad_norm: 0.1415 loss: 0.0239 recall@thr=0.5: 0.4896 prec@thr=0.5: 0.6042 recall@top3: 0.6823 prec@top3: 0.4375 recall@top5: 0.8385 prec@top5: 0.3500 loss_action_cls: 0.0239 2022/12/04 10:39:37 - mmengine - INFO - Epoch(train) [1][4360/4451] lr: 5.4075e-02 eta: 3:38:52 time: 0.3265 data_time: 0.0104 memory: 8793 grad_norm: 0.1346 loss: 0.0257 recall@thr=0.5: 0.3715 prec@thr=0.5: 0.5486 recall@top3: 0.6493 prec@top3: 0.5139 recall@top5: 0.7326 prec@top5: 0.3583 loss_action_cls: 0.0257 2022/12/04 10:39:43 - mmengine - INFO - Epoch(train) [1][4380/4451] lr: 5.4277e-02 eta: 3:38:45 time: 0.3243 data_time: 0.0094 memory: 8780 grad_norm: 0.1246 loss: 0.0229 recall@thr=0.5: 0.6961 prec@thr=0.5: 0.8529 recall@top3: 1.0000 prec@top3: 0.6863 recall@top5: 1.0000 prec@top5: 0.4118 loss_action_cls: 0.0229 2022/12/04 10:39:50 - mmengine - INFO - Epoch(train) [1][4400/4451] lr: 5.4479e-02 eta: 3:38:38 time: 0.3240 data_time: 0.0097 memory: 8770 grad_norm: 0.1318 loss: 0.0244 recall@thr=0.5: 0.5227 prec@thr=0.5: 0.7652 recall@top3: 0.7424 prec@top3: 0.6818 recall@top5: 0.9318 prec@top5: 0.5182 loss_action_cls: 0.0244 2022/12/04 10:39:56 - mmengine - INFO - Epoch(train) [1][4420/4451] lr: 5.4681e-02 eta: 3:38:31 time: 0.3261 data_time: 0.0099 memory: 8774 grad_norm: 0.1313 loss: 0.0263 recall@thr=0.5: 0.6053 prec@thr=0.5: 0.7544 recall@top3: 0.7719 prec@top3: 0.6842 recall@top5: 0.8904 prec@top5: 0.4737 loss_action_cls: 0.0263 2022/12/04 10:40:03 - mmengine - INFO - Epoch(train) [1][4440/4451] lr: 5.4884e-02 eta: 3:38:24 time: 0.3250 data_time: 0.0095 memory: 8770 grad_norm: 0.1216 loss: 0.0236 recall@thr=0.5: 0.5933 prec@thr=0.5: 0.7333 recall@top3: 0.7767 prec@top3: 0.6533 recall@top5: 0.9000 prec@top5: 0.4720 loss_action_cls: 0.0236 2022/12/04 10:40:06 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 10:40:06 - mmengine - INFO - Epoch(train) [1][4451/4451] lr: 5.4995e-02 eta: 3:38:20 time: 0.3218 data_time: 0.0097 memory: 8770 grad_norm: 0.1270 loss: 0.0214 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8056 recall@top3: 0.8611 prec@top3: 0.5370 recall@top5: 0.9167 prec@top5: 0.3444 loss_action_cls: 0.0214 2022/12/04 10:40:06 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/12/04 10:40:14 - mmengine - INFO - Epoch(val) [1][ 20/6282] eta: 0:23:10 time: 0.2220 data_time: 0.1853 memory: 922 2022/12/04 10:40:15 - mmengine - INFO - Epoch(val) [1][ 40/6282] eta: 0:13:44 time: 0.0423 data_time: 0.0062 memory: 922 2022/12/04 10:40:16 - mmengine - INFO - Epoch(val) [1][ 60/6282] eta: 0:10:38 time: 0.0435 data_time: 0.0049 memory: 922 2022/12/04 10:40:17 - mmengine - INFO - Epoch(val) [1][ 80/6282] eta: 0:08:59 time: 0.0399 data_time: 0.0050 memory: 922 2022/12/04 10:40:18 - mmengine - INFO - Epoch(val) [1][ 100/6282] eta: 0:08:07 time: 0.0463 data_time: 0.0064 memory: 922 2022/12/04 10:40:19 - mmengine - INFO - Epoch(val) [1][ 120/6282] eta: 0:07:32 time: 0.0466 data_time: 0.0036 memory: 993 2022/12/04 10:40:20 - mmengine - INFO - Epoch(val) [1][ 140/6282] eta: 0:07:08 time: 0.0472 data_time: 0.0060 memory: 993 2022/12/04 10:40:21 - mmengine - INFO - Epoch(val) [1][ 160/6282] eta: 0:06:49 time: 0.0472 data_time: 0.0055 memory: 993 2022/12/04 10:40:22 - mmengine - INFO - Epoch(val) [1][ 180/6282] eta: 0:06:33 time: 0.0447 data_time: 0.0046 memory: 993 2022/12/04 10:40:22 - mmengine - INFO - Epoch(val) [1][ 200/6282] eta: 0:06:20 time: 0.0456 data_time: 0.0041 memory: 993 2022/12/04 10:40:23 - mmengine - INFO - Epoch(val) [1][ 220/6282] eta: 0:06:08 time: 0.0430 data_time: 0.0058 memory: 934 2022/12/04 10:40:24 - mmengine - INFO - Epoch(val) [1][ 240/6282] eta: 0:05:57 time: 0.0413 data_time: 0.0047 memory: 934 2022/12/04 10:40:25 - mmengine - INFO - Epoch(val) [1][ 260/6282] eta: 0:05:48 time: 0.0426 data_time: 0.0045 memory: 934 2022/12/04 10:40:26 - mmengine - INFO - Epoch(val) [1][ 280/6282] eta: 0:05:43 time: 0.0487 data_time: 0.0059 memory: 934 2022/12/04 10:40:27 - mmengine - INFO - Epoch(val) [1][ 300/6282] eta: 0:05:39 time: 0.0493 data_time: 0.0060 memory: 993 2022/12/04 10:40:28 - mmengine - INFO - Epoch(val) [1][ 320/6282] eta: 0:05:35 time: 0.0498 data_time: 0.0062 memory: 993 2022/12/04 10:40:29 - mmengine - INFO - Epoch(val) [1][ 340/6282] eta: 0:05:32 time: 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10:40:44 - mmengine - INFO - Epoch(val) [1][ 680/6282] eta: 0:04:38 time: 0.0405 data_time: 0.0054 memory: 931 2022/12/04 10:40:45 - mmengine - INFO - Epoch(val) [1][ 700/6282] eta: 0:04:37 time: 0.0492 data_time: 0.0071 memory: 931 2022/12/04 10:40:46 - mmengine - INFO - Epoch(val) [1][ 720/6282] eta: 0:04:38 time: 0.0625 data_time: 0.0106 memory: 993 2022/12/04 10:40:47 - mmengine - INFO - Epoch(val) [1][ 740/6282] eta: 0:04:39 time: 0.0632 data_time: 0.0096 memory: 993 2022/12/04 10:40:48 - mmengine - INFO - Epoch(val) [1][ 760/6282] eta: 0:04:39 time: 0.0595 data_time: 0.0054 memory: 993 2022/12/04 10:40:50 - mmengine - INFO - Epoch(val) [1][ 780/6282] eta: 0:04:40 time: 0.0630 data_time: 0.0084 memory: 993 2022/12/04 10:40:51 - mmengine - INFO - Epoch(val) [1][ 800/6282] eta: 0:04:40 time: 0.0605 data_time: 0.0104 memory: 993 2022/12/04 10:40:52 - mmengine - INFO - Epoch(val) [1][ 820/6282] eta: 0:04:38 time: 0.0464 data_time: 0.0070 memory: 993 2022/12/04 10:40:53 - mmengine - INFO - Epoch(val) [1][ 840/6282] eta: 0:04:37 time: 0.0447 data_time: 0.0075 memory: 934 2022/12/04 10:40:54 - mmengine - INFO - Epoch(val) [1][ 860/6282] eta: 0:04:34 time: 0.0419 data_time: 0.0047 memory: 934 2022/12/04 10:40:54 - mmengine - INFO - Epoch(val) [1][ 880/6282] eta: 0:04:32 time: 0.0421 data_time: 0.0047 memory: 934 2022/12/04 10:40:55 - mmengine - INFO - Epoch(val) [1][ 900/6282] eta: 0:04:31 time: 0.0453 data_time: 0.0065 memory: 934 2022/12/04 10:40:56 - mmengine - INFO - Epoch(val) [1][ 920/6282] eta: 0:04:29 time: 0.0471 data_time: 0.0055 memory: 934 2022/12/04 10:40:57 - mmengine - INFO - Epoch(val) [1][ 940/6282] eta: 0:04:28 time: 0.0450 data_time: 0.0070 memory: 922 2022/12/04 10:40:58 - mmengine - INFO - Epoch(val) [1][ 960/6282] eta: 0:04:26 time: 0.0469 data_time: 0.0066 memory: 922 2022/12/04 10:40:59 - mmengine - INFO - Epoch(val) [1][ 980/6282] eta: 0:04:24 time: 0.0425 data_time: 0.0052 memory: 922 2022/12/04 10:41:00 - mmengine - INFO - Epoch(val) 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0:04:10 time: 0.0420 data_time: 0.0037 memory: 934 2022/12/04 10:41:08 - mmengine - INFO - Epoch(val) [1][1180/6282] eta: 0:04:09 time: 0.0438 data_time: 0.0048 memory: 934 2022/12/04 10:41:09 - mmengine - INFO - Epoch(val) [1][1200/6282] eta: 0:04:08 time: 0.0438 data_time: 0.0046 memory: 934 2022/12/04 10:41:10 - mmengine - INFO - Epoch(val) [1][1220/6282] eta: 0:04:07 time: 0.0521 data_time: 0.0074 memory: 934 2022/12/04 10:41:11 - mmengine - INFO - Epoch(val) [1][1240/6282] eta: 0:04:07 time: 0.0625 data_time: 0.0070 memory: 993 2022/12/04 10:41:12 - mmengine - INFO - Epoch(val) [1][1260/6282] eta: 0:04:07 time: 0.0651 data_time: 0.0088 memory: 993 2022/12/04 10:41:13 - mmengine - INFO - Epoch(val) [1][1280/6282] eta: 0:04:07 time: 0.0628 data_time: 0.0100 memory: 993 2022/12/04 10:41:15 - mmengine - INFO - Epoch(val) [1][1300/6282] eta: 0:04:07 time: 0.0575 data_time: 0.0073 memory: 993 2022/12/04 10:41:16 - mmengine - INFO - Epoch(val) [1][1320/6282] eta: 0:04:07 time: 0.0587 data_time: 0.0079 memory: 993 2022/12/04 10:41:17 - mmengine - INFO - Epoch(val) [1][1340/6282] eta: 0:04:07 time: 0.0639 data_time: 0.0074 memory: 993 2022/12/04 10:41:18 - mmengine - INFO - Epoch(val) [1][1360/6282] eta: 0:04:06 time: 0.0607 data_time: 0.0083 memory: 993 2022/12/04 10:41:19 - mmengine - INFO - Epoch(val) [1][1380/6282] eta: 0:04:06 time: 0.0584 data_time: 0.0080 memory: 993 2022/12/04 10:41:21 - mmengine - INFO - Epoch(val) [1][1400/6282] eta: 0:04:06 time: 0.0616 data_time: 0.0077 memory: 993 2022/12/04 10:41:22 - mmengine - INFO - Epoch(val) [1][1420/6282] eta: 0:04:04 time: 0.0456 data_time: 0.0051 memory: 993 2022/12/04 10:41:23 - mmengine - INFO - Epoch(val) [1][1440/6282] eta: 0:04:03 time: 0.0460 data_time: 0.0035 memory: 993 2022/12/04 10:41:23 - mmengine - INFO - Epoch(val) [1][1460/6282] eta: 0:04:02 time: 0.0440 data_time: 0.0042 memory: 993 2022/12/04 10:41:24 - mmengine - INFO - Epoch(val) [1][1480/6282] eta: 0:04:00 time: 0.0446 data_time: 0.0038 memory: 993 2022/12/04 10:41:25 - mmengine - INFO - Epoch(val) [1][1500/6282] eta: 0:03:59 time: 0.0464 data_time: 0.0049 memory: 993 2022/12/04 10:41:26 - mmengine - INFO - Epoch(val) [1][1520/6282] eta: 0:03:58 time: 0.0453 data_time: 0.0044 memory: 1080 2022/12/04 10:41:27 - mmengine - INFO - Epoch(val) [1][1540/6282] eta: 0:03:57 time: 0.0488 data_time: 0.0036 memory: 1080 2022/12/04 10:41:28 - mmengine - INFO - Epoch(val) [1][1560/6282] eta: 0:03:56 time: 0.0477 data_time: 0.0031 memory: 1080 2022/12/04 10:41:29 - mmengine - INFO - Epoch(val) [1][1580/6282] eta: 0:03:54 time: 0.0475 data_time: 0.0033 memory: 1080 2022/12/04 10:41:30 - mmengine - INFO - Epoch(val) [1][1600/6282] eta: 0:03:53 time: 0.0472 data_time: 0.0036 memory: 1080 2022/12/04 10:41:31 - mmengine - INFO - Epoch(val) [1][1620/6282] eta: 0:03:52 time: 0.0488 data_time: 0.0044 memory: 1080 2022/12/04 10:41:32 - mmengine - INFO - Epoch(val) [1][1640/6282] eta: 0:03:51 time: 0.0460 data_time: 0.0049 memory: 993 2022/12/04 10:41:33 - mmengine - INFO - Epoch(val) [1][1660/6282] eta: 0:03:50 time: 0.0455 data_time: 0.0042 memory: 993 2022/12/04 10:41:34 - mmengine - INFO - Epoch(val) [1][1680/6282] eta: 0:03:49 time: 0.0484 data_time: 0.0051 memory: 993 2022/12/04 10:41:35 - mmengine - INFO - Epoch(val) [1][1700/6282] eta: 0:03:48 time: 0.0475 data_time: 0.0063 memory: 993 2022/12/04 10:41:36 - mmengine - INFO - Epoch(val) [1][1720/6282] eta: 0:03:46 time: 0.0444 data_time: 0.0038 memory: 993 2022/12/04 10:41:36 - mmengine - INFO - Epoch(val) [1][1740/6282] eta: 0:03:45 time: 0.0455 data_time: 0.0034 memory: 993 2022/12/04 10:41:37 - mmengine - INFO - Epoch(val) [1][1760/6282] eta: 0:03:44 time: 0.0439 data_time: 0.0028 memory: 993 2022/12/04 10:41:38 - mmengine - INFO - Epoch(val) [1][1780/6282] eta: 0:03:43 time: 0.0440 data_time: 0.0041 memory: 993 2022/12/04 10:41:39 - mmengine - INFO - Epoch(val) [1][1800/6282] eta: 0:03:41 time: 0.0431 data_time: 0.0042 memory: 993 2022/12/04 10:41:40 - mmengine - INFO - Epoch(val) [1][1820/6282] eta: 0:03:40 time: 0.0485 data_time: 0.0052 memory: 993 2022/12/04 10:41:41 - mmengine - INFO - Epoch(val) [1][1840/6282] eta: 0:03:39 time: 0.0559 data_time: 0.0068 memory: 993 2022/12/04 10:41:42 - mmengine - INFO - Epoch(val) [1][1860/6282] eta: 0:03:39 time: 0.0593 data_time: 0.0111 memory: 993 2022/12/04 10:41:44 - mmengine - INFO - Epoch(val) [1][1880/6282] eta: 0:03:39 time: 0.0615 data_time: 0.0101 memory: 993 2022/12/04 10:41:45 - mmengine - INFO - Epoch(val) [1][1900/6282] eta: 0:03:38 time: 0.0582 data_time: 0.0071 memory: 993 2022/12/04 10:41:46 - mmengine - INFO - Epoch(val) [1][1920/6282] eta: 0:03:37 time: 0.0618 data_time: 0.0159 memory: 993 2022/12/04 10:41:47 - mmengine - INFO - Epoch(val) [1][1940/6282] eta: 0:03:36 time: 0.0484 data_time: 0.0046 memory: 993 2022/12/04 10:41:48 - mmengine - INFO - Epoch(val) [1][1960/6282] eta: 0:03:35 time: 0.0425 data_time: 0.0032 memory: 938 2022/12/04 10:41:49 - mmengine - INFO - Epoch(val) [1][1980/6282] eta: 0:03:34 time: 0.0409 data_time: 0.0051 memory: 938 2022/12/04 10:41:50 - mmengine - INFO - Epoch(val) [1][2000/6282] eta: 0:03:33 time: 0.0467 data_time: 0.0060 memory: 938 2022/12/04 10:41:50 - mmengine - INFO - Epoch(val) [1][2020/6282] eta: 0:03:31 time: 0.0422 data_time: 0.0039 memory: 938 2022/12/04 10:41:51 - mmengine - INFO - Epoch(val) [1][2040/6282] eta: 0:03:30 time: 0.0427 data_time: 0.0053 memory: 938 2022/12/04 10:41:52 - mmengine - INFO - Epoch(val) [1][2060/6282] eta: 0:03:29 time: 0.0427 data_time: 0.0065 memory: 938 2022/12/04 10:41:53 - mmengine - INFO - Epoch(val) [1][2080/6282] eta: 0:03:27 time: 0.0435 data_time: 0.0065 memory: 938 2022/12/04 10:41:54 - mmengine - INFO - Epoch(val) [1][2100/6282] eta: 0:03:26 time: 0.0452 data_time: 0.0053 memory: 938 2022/12/04 10:41:55 - mmengine - INFO - Epoch(val) [1][2120/6282] eta: 0:03:25 time: 0.0436 data_time: 0.0046 memory: 938 2022/12/04 10:41:56 - mmengine - INFO - Epoch(val) [1][2140/6282] eta: 0:03:24 time: 0.0428 data_time: 0.0044 memory: 938 2022/12/04 10:41:56 - mmengine - INFO - Epoch(val) [1][2160/6282] eta: 0:03:23 time: 0.0421 data_time: 0.0049 memory: 934 2022/12/04 10:41:57 - mmengine - INFO - Epoch(val) [1][2180/6282] eta: 0:03:21 time: 0.0417 data_time: 0.0052 memory: 934 2022/12/04 10:41:58 - mmengine - INFO - Epoch(val) [1][2200/6282] eta: 0:03:20 time: 0.0421 data_time: 0.0038 memory: 934 2022/12/04 10:41:59 - mmengine - INFO - Epoch(val) [1][2220/6282] eta: 0:03:19 time: 0.0416 data_time: 0.0047 memory: 934 2022/12/04 10:42:00 - mmengine - INFO - Epoch(val) [1][2240/6282] eta: 0:03:18 time: 0.0445 data_time: 0.0063 memory: 934 2022/12/04 10:42:01 - mmengine - INFO - Epoch(val) [1][2260/6282] eta: 0:03:16 time: 0.0444 data_time: 0.0054 memory: 938 2022/12/04 10:42:02 - mmengine - INFO - Epoch(val) [1][2280/6282] eta: 0:03:15 time: 0.0427 data_time: 0.0048 memory: 938 2022/12/04 10:42:03 - mmengine - INFO - Epoch(val) [1][2300/6282] eta: 0:03:14 time: 0.0429 data_time: 0.0068 memory: 938 2022/12/04 10:42:03 - mmengine - INFO - Epoch(val) [1][2320/6282] eta: 0:03:13 time: 0.0419 data_time: 0.0041 memory: 938 2022/12/04 10:42:04 - mmengine - INFO - Epoch(val) [1][2340/6282] eta: 0:03:12 time: 0.0436 data_time: 0.0053 memory: 938 2022/12/04 10:42:05 - mmengine - INFO - Epoch(val) [1][2360/6282] eta: 0:03:11 time: 0.0442 data_time: 0.0049 memory: 934 2022/12/04 10:42:06 - mmengine - INFO - Epoch(val) [1][2380/6282] eta: 0:03:10 time: 0.0475 data_time: 0.0067 memory: 934 2022/12/04 10:42:07 - mmengine - INFO - Epoch(val) [1][2400/6282] eta: 0:03:08 time: 0.0415 data_time: 0.0050 memory: 934 2022/12/04 10:42:08 - mmengine - INFO - Epoch(val) [1][2420/6282] eta: 0:03:07 time: 0.0452 data_time: 0.0067 memory: 934 2022/12/04 10:42:09 - mmengine - INFO - Epoch(val) [1][2440/6282] eta: 0:03:06 time: 0.0468 data_time: 0.0059 memory: 934 2022/12/04 10:42:10 - mmengine - INFO - Epoch(val) [1][2460/6282] eta: 0:03:05 time: 0.0518 data_time: 0.0073 memory: 993 2022/12/04 10:42:11 - mmengine - INFO - Epoch(val) [1][2480/6282] eta: 0:03:04 time: 0.0480 data_time: 0.0051 memory: 993 2022/12/04 10:42:12 - mmengine - INFO - Epoch(val) [1][2500/6282] eta: 0:03:03 time: 0.0474 data_time: 0.0034 memory: 993 2022/12/04 10:42:13 - mmengine - INFO - Epoch(val) [1][2520/6282] eta: 0:03:03 time: 0.0526 data_time: 0.0087 memory: 993 2022/12/04 10:42:14 - mmengine - INFO - Epoch(val) [1][2540/6282] eta: 0:03:02 time: 0.0609 data_time: 0.0086 memory: 993 2022/12/04 10:42:15 - mmengine - INFO - Epoch(val) [1][2560/6282] eta: 0:03:01 time: 0.0579 data_time: 0.0079 memory: 993 2022/12/04 10:42:16 - mmengine - INFO - Epoch(val) [1][2580/6282] eta: 0:03:00 time: 0.0558 data_time: 0.0074 memory: 993 2022/12/04 10:42:17 - mmengine - INFO - Epoch(val) [1][2600/6282] eta: 0:03:00 time: 0.0621 data_time: 0.0104 memory: 993 2022/12/04 10:42:19 - mmengine - INFO - Epoch(val) [1][2620/6282] eta: 0:02:59 time: 0.0570 data_time: 0.0086 memory: 993 2022/12/04 10:42:20 - mmengine - INFO - Epoch(val) [1][2640/6282] eta: 0:02:58 time: 0.0488 data_time: 0.0060 memory: 993 2022/12/04 10:42:21 - mmengine - INFO - Epoch(val) [1][2660/6282] eta: 0:02:57 time: 0.0507 data_time: 0.0044 memory: 1071 2022/12/04 10:42:22 - mmengine - INFO - Epoch(val) [1][2680/6282] eta: 0:02:56 time: 0.0487 data_time: 0.0036 memory: 1071 2022/12/04 10:42:23 - mmengine - INFO - Epoch(val) [1][2700/6282] eta: 0:02:55 time: 0.0480 data_time: 0.0034 memory: 1071 2022/12/04 10:42:24 - mmengine - INFO - Epoch(val) [1][2720/6282] eta: 0:02:54 time: 0.0485 data_time: 0.0037 memory: 1071 2022/12/04 10:42:25 - mmengine - INFO - Epoch(val) [1][2740/6282] eta: 0:02:53 time: 0.0491 data_time: 0.0047 memory: 1071 2022/12/04 10:42:25 - mmengine - INFO - Epoch(val) [1][2760/6282] eta: 0:02:52 time: 0.0440 data_time: 0.0063 memory: 938 2022/12/04 10:42:26 - mmengine - INFO - Epoch(val) [1][2780/6282] eta: 0:02:51 time: 0.0430 data_time: 0.0039 memory: 938 2022/12/04 10:42:27 - mmengine - INFO - Epoch(val) [1][2800/6282] eta: 0:02:50 time: 0.0417 data_time: 0.0026 memory: 938 2022/12/04 10:42:28 - mmengine - INFO - Epoch(val) [1][2820/6282] eta: 0:02:49 time: 0.0440 data_time: 0.0067 memory: 938 2022/12/04 10:42:29 - mmengine - INFO - Epoch(val) [1][2840/6282] eta: 0:02:48 time: 0.0481 data_time: 0.0072 memory: 938 2022/12/04 10:42:30 - mmengine - INFO - Epoch(val) [1][2860/6282] eta: 0:02:47 time: 0.0505 data_time: 0.0065 memory: 993 2022/12/04 10:42:31 - mmengine - INFO - Epoch(val) [1][2880/6282] eta: 0:02:46 time: 0.0490 data_time: 0.0055 memory: 993 2022/12/04 10:42:32 - mmengine - INFO - Epoch(val) [1][2900/6282] eta: 0:02:45 time: 0.0445 data_time: 0.0040 memory: 993 2022/12/04 10:42:33 - mmengine - INFO - Epoch(val) [1][2920/6282] eta: 0:02:44 time: 0.0443 data_time: 0.0052 memory: 993 2022/12/04 10:42:34 - mmengine - INFO - Epoch(val) [1][2940/6282] eta: 0:02:42 time: 0.0405 data_time: 0.0047 memory: 962 2022/12/04 10:42:34 - mmengine - INFO - Epoch(val) [1][2960/6282] eta: 0:02:41 time: 0.0415 data_time: 0.0044 memory: 962 2022/12/04 10:42:35 - mmengine - INFO - Epoch(val) [1][2980/6282] eta: 0:02:40 time: 0.0436 data_time: 0.0054 memory: 962 2022/12/04 10:42:36 - mmengine - INFO - Epoch(val) [1][3000/6282] eta: 0:02:39 time: 0.0420 data_time: 0.0052 memory: 962 2022/12/04 10:42:37 - mmengine - INFO - Epoch(val) [1][3020/6282] eta: 0:02:38 time: 0.0432 data_time: 0.0045 memory: 993 2022/12/04 10:42:38 - mmengine - INFO - Epoch(val) [1][3040/6282] eta: 0:02:37 time: 0.0438 data_time: 0.0055 memory: 993 2022/12/04 10:42:39 - mmengine - INFO - Epoch(val) [1][3060/6282] eta: 0:02:36 time: 0.0444 data_time: 0.0037 memory: 993 2022/12/04 10:42:40 - mmengine - INFO - Epoch(val) [1][3080/6282] eta: 0:02:35 time: 0.0428 data_time: 0.0042 memory: 993 2022/12/04 10:42:40 - mmengine - INFO - Epoch(val) [1][3100/6282] eta: 0:02:34 time: 0.0442 data_time: 0.0053 memory: 993 2022/12/04 10:42:41 - mmengine - INFO - Epoch(val) [1][3120/6282] eta: 0:02:33 time: 0.0446 data_time: 0.0068 memory: 938 2022/12/04 10:42:42 - mmengine - INFO - Epoch(val) [1][3140/6282] eta: 0:02:32 time: 0.0430 data_time: 0.0047 memory: 938 2022/12/04 10:42:43 - mmengine - INFO - Epoch(val) [1][3160/6282] eta: 0:02:31 time: 0.0427 data_time: 0.0045 memory: 938 2022/12/04 10:42:44 - mmengine - INFO - Epoch(val) [1][3180/6282] eta: 0:02:29 time: 0.0441 data_time: 0.0039 memory: 938 2022/12/04 10:42:45 - mmengine - INFO - Epoch(val) [1][3200/6282] eta: 0:02:29 time: 0.0516 data_time: 0.0068 memory: 993 2022/12/04 10:42:46 - mmengine - INFO - Epoch(val) [1][3220/6282] eta: 0:02:28 time: 0.0506 data_time: 0.0064 memory: 993 2022/12/04 10:42:47 - mmengine - INFO - Epoch(val) [1][3240/6282] eta: 0:02:27 time: 0.0500 data_time: 0.0062 memory: 993 2022/12/04 10:42:48 - mmengine - INFO - Epoch(val) [1][3260/6282] eta: 0:02:26 time: 0.0473 data_time: 0.0049 memory: 993 2022/12/04 10:42:49 - mmengine - INFO - Epoch(val) 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data_time: 0.0041 memory: 976 2022/12/04 10:43:03 - mmengine - INFO - Epoch(val) [1][3620/6282] eta: 0:02:07 time: 0.0432 data_time: 0.0041 memory: 976 2022/12/04 10:43:04 - mmengine - INFO - Epoch(val) [1][3640/6282] eta: 0:02:06 time: 0.0435 data_time: 0.0054 memory: 976 2022/12/04 10:43:05 - mmengine - INFO - Epoch(val) [1][3660/6282] eta: 0:02:05 time: 0.0438 data_time: 0.0056 memory: 976 2022/12/04 10:43:06 - mmengine - INFO - Epoch(val) [1][3680/6282] eta: 0:02:04 time: 0.0485 data_time: 0.0046 memory: 993 2022/12/04 10:43:07 - mmengine - INFO - Epoch(val) [1][3700/6282] eta: 0:02:03 time: 0.0506 data_time: 0.0057 memory: 993 2022/12/04 10:43:08 - mmengine - INFO - Epoch(val) [1][3720/6282] eta: 0:02:02 time: 0.0494 data_time: 0.0071 memory: 993 2022/12/04 10:43:09 - mmengine - INFO - Epoch(val) [1][3740/6282] eta: 0:02:01 time: 0.0488 data_time: 0.0061 memory: 993 2022/12/04 10:43:10 - mmengine - INFO - Epoch(val) [1][3760/6282] eta: 0:02:00 time: 0.0483 data_time: 0.0039 memory: 993 2022/12/04 10:43:11 - mmengine - INFO - Epoch(val) [1][3780/6282] eta: 0:01:59 time: 0.0513 data_time: 0.0069 memory: 993 2022/12/04 10:43:12 - mmengine - INFO - Epoch(val) [1][3800/6282] eta: 0:01:58 time: 0.0505 data_time: 0.0068 memory: 993 2022/12/04 10:43:13 - mmengine - INFO - Epoch(val) [1][3820/6282] eta: 0:01:57 time: 0.0500 data_time: 0.0057 memory: 993 2022/12/04 10:43:14 - mmengine - INFO - Epoch(val) [1][3840/6282] eta: 0:01:56 time: 0.0498 data_time: 0.0052 memory: 993 2022/12/04 10:43:15 - mmengine - INFO - Epoch(val) [1][3860/6282] eta: 0:01:56 time: 0.0492 data_time: 0.0058 memory: 993 2022/12/04 10:43:16 - mmengine - INFO - Epoch(val) [1][3880/6282] eta: 0:01:55 time: 0.0491 data_time: 0.0061 memory: 993 2022/12/04 10:43:17 - mmengine - INFO - Epoch(val) [1][3900/6282] eta: 0:01:54 time: 0.0482 data_time: 0.0043 memory: 993 2022/12/04 10:43:18 - mmengine - INFO - Epoch(val) [1][3920/6282] eta: 0:01:53 time: 0.0473 data_time: 0.0054 memory: 993 2022/12/04 10:43:19 - mmengine - INFO - Epoch(val) [1][3940/6282] eta: 0:01:52 time: 0.0456 data_time: 0.0045 memory: 993 2022/12/04 10:43:20 - mmengine - INFO - Epoch(val) [1][3960/6282] eta: 0:01:51 time: 0.0469 data_time: 0.0041 memory: 993 2022/12/04 10:43:21 - mmengine - INFO - Epoch(val) [1][3980/6282] eta: 0:01:50 time: 0.0439 data_time: 0.0041 memory: 993 2022/12/04 10:43:22 - mmengine - INFO - Epoch(val) [1][4000/6282] eta: 0:01:49 time: 0.0441 data_time: 0.0052 memory: 993 2022/12/04 10:43:23 - mmengine - INFO - Epoch(val) [1][4020/6282] eta: 0:01:48 time: 0.0448 data_time: 0.0049 memory: 993 2022/12/04 10:43:23 - mmengine - INFO - Epoch(val) [1][4040/6282] eta: 0:01:47 time: 0.0445 data_time: 0.0044 memory: 1071 2022/12/04 10:43:24 - mmengine - INFO - Epoch(val) [1][4060/6282] eta: 0:01:46 time: 0.0454 data_time: 0.0029 memory: 1071 2022/12/04 10:43:25 - mmengine - INFO - Epoch(val) [1][4080/6282] eta: 0:01:45 time: 0.0439 data_time: 0.0027 memory: 1071 2022/12/04 10:43:26 - mmengine - INFO - Epoch(val) [1][4100/6282] eta: 0:01:44 time: 0.0446 data_time: 0.0027 memory: 1071 2022/12/04 10:43:27 - mmengine - INFO - Epoch(val) [1][4120/6282] eta: 0:01:43 time: 0.0454 data_time: 0.0027 memory: 1071 2022/12/04 10:43:28 - mmengine - INFO - Epoch(val) [1][4140/6282] eta: 0:01:42 time: 0.0433 data_time: 0.0031 memory: 1071 2022/12/04 10:43:29 - mmengine - INFO - Epoch(val) [1][4160/6282] eta: 0:01:41 time: 0.0450 data_time: 0.0071 memory: 934 2022/12/04 10:43:30 - mmengine - INFO - Epoch(val) [1][4180/6282] eta: 0:01:40 time: 0.0413 data_time: 0.0049 memory: 934 2022/12/04 10:43:31 - mmengine - INFO - Epoch(val) [1][4200/6282] eta: 0:01:39 time: 0.0440 data_time: 0.0063 memory: 934 2022/12/04 10:43:31 - mmengine - INFO - Epoch(val) [1][4220/6282] eta: 0:01:38 time: 0.0429 data_time: 0.0043 memory: 934 2022/12/04 10:43:32 - mmengine - INFO - Epoch(val) [1][4240/6282] eta: 0:01:37 time: 0.0430 data_time: 0.0046 memory: 934 2022/12/04 10:43:33 - mmengine - INFO - Epoch(val) 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0:01:28 time: 0.0430 data_time: 0.0042 memory: 993 2022/12/04 10:43:41 - mmengine - INFO - Epoch(val) [1][4440/6282] eta: 0:01:27 time: 0.0458 data_time: 0.0041 memory: 1000 2022/12/04 10:43:42 - mmengine - INFO - Epoch(val) [1][4460/6282] eta: 0:01:26 time: 0.0446 data_time: 0.0056 memory: 1000 2022/12/04 10:43:43 - mmengine - INFO - Epoch(val) [1][4480/6282] eta: 0:01:25 time: 0.0436 data_time: 0.0036 memory: 1000 2022/12/04 10:43:44 - mmengine - INFO - Epoch(val) [1][4500/6282] eta: 0:01:24 time: 0.0432 data_time: 0.0033 memory: 1000 2022/12/04 10:43:44 - mmengine - INFO - Epoch(val) [1][4520/6282] eta: 0:01:23 time: 0.0453 data_time: 0.0059 memory: 1000 2022/12/04 10:43:45 - mmengine - INFO - Epoch(val) [1][4540/6282] eta: 0:01:22 time: 0.0422 data_time: 0.0045 memory: 938 2022/12/04 10:43:46 - mmengine - INFO - Epoch(val) [1][4560/6282] eta: 0:01:21 time: 0.0441 data_time: 0.0050 memory: 938 2022/12/04 10:43:47 - mmengine - INFO - Epoch(val) [1][4580/6282] eta: 0:01:20 time: 0.0442 data_time: 0.0050 memory: 938 2022/12/04 10:43:48 - mmengine - INFO - Epoch(val) [1][4600/6282] eta: 0:01:19 time: 0.0436 data_time: 0.0052 memory: 938 2022/12/04 10:43:49 - mmengine - INFO - Epoch(val) [1][4620/6282] eta: 0:01:18 time: 0.0399 data_time: 0.0044 memory: 938 2022/12/04 10:43:50 - mmengine - INFO - Epoch(val) [1][4640/6282] eta: 0:01:17 time: 0.0493 data_time: 0.0057 memory: 1000 2022/12/04 10:43:51 - mmengine - INFO - Epoch(val) [1][4660/6282] eta: 0:01:16 time: 0.0458 data_time: 0.0042 memory: 1000 2022/12/04 10:43:52 - mmengine - INFO - Epoch(val) [1][4680/6282] eta: 0:01:15 time: 0.0447 data_time: 0.0057 memory: 1000 2022/12/04 10:43:52 - mmengine - INFO - Epoch(val) [1][4700/6282] eta: 0:01:14 time: 0.0443 data_time: 0.0043 memory: 1000 2022/12/04 10:43:53 - mmengine - INFO - Epoch(val) [1][4720/6282] eta: 0:01:13 time: 0.0435 data_time: 0.0034 memory: 1000 2022/12/04 10:43:54 - mmengine - INFO - Epoch(val) [1][4740/6282] eta: 0:01:12 time: 0.0436 data_time: 0.0048 memory: 959 2022/12/04 10:43:55 - mmengine - INFO - Epoch(val) [1][4760/6282] eta: 0:01:11 time: 0.0419 data_time: 0.0044 memory: 959 2022/12/04 10:43:56 - mmengine - INFO - Epoch(val) [1][4780/6282] eta: 0:01:10 time: 0.0425 data_time: 0.0051 memory: 959 2022/12/04 10:43:57 - mmengine - INFO - Epoch(val) [1][4800/6282] eta: 0:01:09 time: 0.0438 data_time: 0.0041 memory: 959 2022/12/04 10:43:58 - mmengine - INFO - Epoch(val) [1][4820/6282] eta: 0:01:08 time: 0.0446 data_time: 0.0053 memory: 993 2022/12/04 10:43:59 - mmengine - INFO - Epoch(val) [1][4840/6282] eta: 0:01:08 time: 0.0456 data_time: 0.0040 memory: 993 2022/12/04 10:43:59 - mmengine - INFO - Epoch(val) [1][4860/6282] eta: 0:01:07 time: 0.0458 data_time: 0.0046 memory: 993 2022/12/04 10:44:00 - mmengine - INFO - Epoch(val) [1][4880/6282] eta: 0:01:06 time: 0.0468 data_time: 0.0049 memory: 993 2022/12/04 10:44:01 - mmengine - INFO - Epoch(val) [1][4900/6282] eta: 0:01:05 time: 0.0465 data_time: 0.0046 memory: 993 2022/12/04 10:44:02 - mmengine - INFO - Epoch(val) [1][4920/6282] eta: 0:01:04 time: 0.0437 data_time: 0.0042 memory: 996 2022/12/04 10:44:03 - mmengine - INFO - Epoch(val) [1][4940/6282] eta: 0:01:03 time: 0.0447 data_time: 0.0058 memory: 996 2022/12/04 10:44:04 - mmengine - INFO - Epoch(val) [1][4960/6282] eta: 0:01:02 time: 0.0437 data_time: 0.0037 memory: 996 2022/12/04 10:44:05 - mmengine - INFO - Epoch(val) [1][4980/6282] eta: 0:01:01 time: 0.0447 data_time: 0.0042 memory: 996 2022/12/04 10:44:06 - mmengine - INFO - Epoch(val) [1][5000/6282] eta: 0:01:00 time: 0.0459 data_time: 0.0048 memory: 996 2022/12/04 10:44:07 - mmengine - INFO - Epoch(val) [1][5020/6282] eta: 0:00:59 time: 0.0439 data_time: 0.0057 memory: 996 2022/12/04 10:44:08 - mmengine - INFO - Epoch(val) [1][5040/6282] eta: 0:00:58 time: 0.0431 data_time: 0.0058 memory: 938 2022/12/04 10:44:08 - mmengine - INFO - Epoch(val) [1][5060/6282] eta: 0:00:57 time: 0.0438 data_time: 0.0054 memory: 938 2022/12/04 10:44:09 - mmengine - INFO - Epoch(val) [1][5080/6282] eta: 0:00:56 time: 0.0456 data_time: 0.0055 memory: 938 2022/12/04 10:44:10 - mmengine - INFO - Epoch(val) [1][5100/6282] eta: 0:00:55 time: 0.0418 data_time: 0.0058 memory: 938 2022/12/04 10:44:11 - mmengine - INFO - Epoch(val) [1][5120/6282] eta: 0:00:54 time: 0.0417 data_time: 0.0055 memory: 938 2022/12/04 10:44:12 - mmengine - INFO - Epoch(val) [1][5140/6282] eta: 0:00:53 time: 0.0465 data_time: 0.0057 memory: 934 2022/12/04 10:44:13 - mmengine - INFO - Epoch(val) [1][5160/6282] eta: 0:00:52 time: 0.0423 data_time: 0.0046 memory: 934 2022/12/04 10:44:14 - mmengine - INFO - Epoch(val) [1][5180/6282] eta: 0:00:51 time: 0.0439 data_time: 0.0057 memory: 934 2022/12/04 10:44:15 - mmengine - INFO - Epoch(val) [1][5200/6282] eta: 0:00:50 time: 0.0426 data_time: 0.0051 memory: 934 2022/12/04 10:44:15 - mmengine - INFO - Epoch(val) [1][5220/6282] eta: 0:00:49 time: 0.0433 data_time: 0.0055 memory: 934 2022/12/04 10:44:16 - mmengine - INFO - Epoch(val) [1][5240/6282] eta: 0:00:48 time: 0.0440 data_time: 0.0052 memory: 933 2022/12/04 10:44:17 - mmengine - INFO - Epoch(val) [1][5260/6282] eta: 0:00:47 time: 0.0433 data_time: 0.0062 memory: 933 2022/12/04 10:44:18 - mmengine - INFO - Epoch(val) [1][5280/6282] eta: 0:00:47 time: 0.0442 data_time: 0.0044 memory: 933 2022/12/04 10:44:19 - mmengine - INFO - Epoch(val) [1][5300/6282] eta: 0:00:46 time: 0.0454 data_time: 0.0057 memory: 933 2022/12/04 10:44:20 - mmengine - INFO - Epoch(val) [1][5320/6282] eta: 0:00:45 time: 0.0422 data_time: 0.0056 memory: 934 2022/12/04 10:44:21 - mmengine - INFO - Epoch(val) [1][5340/6282] eta: 0:00:44 time: 0.0459 data_time: 0.0062 memory: 934 2022/12/04 10:44:22 - mmengine - INFO - Epoch(val) [1][5360/6282] eta: 0:00:43 time: 0.0404 data_time: 0.0043 memory: 934 2022/12/04 10:44:22 - mmengine - INFO - Epoch(val) [1][5380/6282] eta: 0:00:42 time: 0.0454 data_time: 0.0053 memory: 934 2022/12/04 10:44:23 - mmengine - INFO - Epoch(val) 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0:00:33 time: 0.0450 data_time: 0.0042 memory: 955 2022/12/04 10:44:31 - mmengine - INFO - Epoch(val) [1][5580/6282] eta: 0:00:32 time: 0.0417 data_time: 0.0041 memory: 955 2022/12/04 10:44:32 - mmengine - INFO - Epoch(val) [1][5600/6282] eta: 0:00:31 time: 0.0446 data_time: 0.0064 memory: 955 2022/12/04 10:44:33 - mmengine - INFO - Epoch(val) [1][5620/6282] eta: 0:00:30 time: 0.0429 data_time: 0.0054 memory: 955 2022/12/04 10:44:34 - mmengine - INFO - Epoch(val) [1][5640/6282] eta: 0:00:29 time: 0.0442 data_time: 0.0051 memory: 934 2022/12/04 10:44:35 - mmengine - INFO - Epoch(val) [1][5660/6282] eta: 0:00:29 time: 0.0421 data_time: 0.0038 memory: 934 2022/12/04 10:44:36 - mmengine - INFO - Epoch(val) [1][5680/6282] eta: 0:00:28 time: 0.0441 data_time: 0.0075 memory: 934 2022/12/04 10:44:36 - mmengine - INFO - Epoch(val) [1][5700/6282] eta: 0:00:27 time: 0.0436 data_time: 0.0057 memory: 934 2022/12/04 10:44:37 - mmengine - INFO - Epoch(val) [1][5720/6282] eta: 0:00:26 time: 0.0440 data_time: 0.0045 memory: 968 2022/12/04 10:44:38 - mmengine - INFO - Epoch(val) [1][5740/6282] eta: 0:00:25 time: 0.0433 data_time: 0.0049 memory: 968 2022/12/04 10:44:39 - mmengine - INFO - Epoch(val) [1][5760/6282] eta: 0:00:24 time: 0.0425 data_time: 0.0052 memory: 968 2022/12/04 10:44:40 - mmengine - INFO - Epoch(val) [1][5780/6282] eta: 0:00:23 time: 0.0403 data_time: 0.0041 memory: 968 2022/12/04 10:44:41 - mmengine - INFO - Epoch(val) [1][5800/6282] eta: 0:00:22 time: 0.0428 data_time: 0.0058 memory: 968 2022/12/04 10:44:42 - mmengine - INFO - Epoch(val) [1][5820/6282] eta: 0:00:21 time: 0.0425 data_time: 0.0052 memory: 968 2022/12/04 10:44:42 - mmengine - INFO - Epoch(val) [1][5840/6282] eta: 0:00:20 time: 0.0456 data_time: 0.0064 memory: 955 2022/12/04 10:44:43 - mmengine - INFO - Epoch(val) [1][5860/6282] eta: 0:00:19 time: 0.0437 data_time: 0.0053 memory: 955 2022/12/04 10:44:44 - mmengine - INFO - Epoch(val) [1][5880/6282] eta: 0:00:18 time: 0.0407 data_time: 0.0051 memory: 955 2022/12/04 10:44:45 - mmengine - INFO - Epoch(val) [1][5900/6282] eta: 0:00:17 time: 0.0427 data_time: 0.0049 memory: 955 2022/12/04 10:44:46 - mmengine - INFO - Epoch(val) [1][5920/6282] eta: 0:00:16 time: 0.0436 data_time: 0.0053 memory: 955 2022/12/04 10:44:47 - mmengine - INFO - Epoch(val) [1][5940/6282] eta: 0:00:15 time: 0.0453 data_time: 0.0041 memory: 934 2022/12/04 10:44:48 - mmengine - INFO - Epoch(val) [1][5960/6282] eta: 0:00:14 time: 0.0454 data_time: 0.0048 memory: 934 2022/12/04 10:44:49 - mmengine - INFO - Epoch(val) [1][5980/6282] eta: 0:00:14 time: 0.0421 data_time: 0.0039 memory: 934 2022/12/04 10:44:49 - mmengine - INFO - Epoch(val) [1][6000/6282] eta: 0:00:13 time: 0.0463 data_time: 0.0050 memory: 993 2022/12/04 10:44:50 - mmengine - INFO - Epoch(val) [1][6020/6282] eta: 0:00:12 time: 0.0457 data_time: 0.0046 memory: 993 2022/12/04 10:44:51 - mmengine - INFO - Epoch(val) [1][6040/6282] eta: 0:00:11 time: 0.0438 data_time: 0.0038 memory: 993 2022/12/04 10:44:52 - mmengine - INFO - Epoch(val) [1][6060/6282] eta: 0:00:10 time: 0.0464 data_time: 0.0065 memory: 993 2022/12/04 10:44:53 - mmengine - INFO - Epoch(val) [1][6080/6282] eta: 0:00:09 time: 0.0478 data_time: 0.0046 memory: 993 2022/12/04 10:44:54 - mmengine - INFO - Epoch(val) [1][6100/6282] eta: 0:00:08 time: 0.0500 data_time: 0.0062 memory: 993 2022/12/04 10:44:55 - mmengine - INFO - Epoch(val) [1][6120/6282] eta: 0:00:07 time: 0.0497 data_time: 0.0060 memory: 993 2022/12/04 10:44:56 - mmengine - INFO - Epoch(val) [1][6140/6282] eta: 0:00:06 time: 0.0478 data_time: 0.0054 memory: 993 2022/12/04 10:44:57 - mmengine - INFO - Epoch(val) [1][6160/6282] eta: 0:00:05 time: 0.0503 data_time: 0.0055 memory: 993 2022/12/04 10:44:58 - mmengine - INFO - Epoch(val) [1][6180/6282] eta: 0:00:04 time: 0.0462 data_time: 0.0067 memory: 993 2022/12/04 10:44:59 - mmengine - INFO - Epoch(val) [1][6200/6282] eta: 0:00:03 time: 0.0446 data_time: 0.0057 memory: 993 2022/12/04 10:45:00 - mmengine - INFO - Epoch(val) [1][6220/6282] eta: 0:00:02 time: 0.0412 data_time: 0.0033 memory: 993 2022/12/04 10:45:01 - mmengine - INFO - Epoch(val) [1][6240/6282] eta: 0:00:01 time: 0.0423 data_time: 0.0049 memory: 993 2022/12/04 10:45:02 - mmengine - INFO - Epoch(val) [1][6260/6282] eta: 0:00:01 time: 0.0447 data_time: 0.0034 memory: 993 2022/12/04 10:45:02 - mmengine - INFO - Epoch(val) [1][6280/6282] eta: 0:00:00 time: 0.0417 data_time: 0.0039 memory: 993 2022/12/04 10:50:20 - mmengine - INFO - Epoch(val) [1][6282/6282] mAP/mAP@0.5IOU: 0.2571 2022/12/04 10:50:23 - mmengine - INFO - The best checkpoint with 0.2571 mAP/mAP@0.5IOU at 1 epoch is saved to best_mAP/mAP@0.5IOU_epoch_1.pth. 2022/12/04 10:50:30 - mmengine - INFO - Epoch(train) [2][ 20/4451] lr: 5.5197e-02 eta: 3:38:19 time: 0.3573 data_time: 0.0394 memory: 8804 grad_norm: 0.1157 loss: 0.0234 recall@thr=0.5: 0.4717 prec@thr=0.5: 0.5833 recall@top3: 0.6856 prec@top3: 0.4778 recall@top5: 0.9017 prec@top5: 0.3733 loss_action_cls: 0.0234 2022/12/04 10:50:37 - mmengine - INFO - Epoch(train) [2][ 40/4451] lr: 5.5399e-02 eta: 3:38:12 time: 0.3262 data_time: 0.0106 memory: 8770 grad_norm: 0.1390 loss: 0.0245 recall@thr=0.5: 0.5982 prec@thr=0.5: 0.8452 recall@top3: 0.6964 prec@top3: 0.6310 recall@top5: 0.8548 prec@top5: 0.4929 loss_action_cls: 0.0245 2022/12/04 10:50:43 - mmengine - INFO - Epoch(train) [2][ 60/4451] lr: 5.5602e-02 eta: 3:38:05 time: 0.3247 data_time: 0.0114 memory: 8770 grad_norm: 0.1284 loss: 0.0227 recall@thr=0.5: 0.5577 prec@thr=0.5: 0.6987 recall@top3: 0.7372 prec@top3: 0.5897 recall@top5: 0.9231 prec@top5: 0.4615 loss_action_cls: 0.0227 2022/12/04 10:50:49 - mmengine - INFO - Epoch(train) [2][ 80/4451] lr: 5.5804e-02 eta: 3:37:58 time: 0.3243 data_time: 0.0104 memory: 8793 grad_norm: 0.1289 loss: 0.0228 recall@thr=0.5: 0.4912 prec@thr=0.5: 0.4474 recall@top3: 0.7456 prec@top3: 0.4737 recall@top5: 0.8333 prec@top5: 0.3263 loss_action_cls: 0.0228 2022/12/04 10:50:56 - mmengine - INFO - Epoch(train) [2][ 100/4451] lr: 5.6006e-02 eta: 3:37:51 time: 0.3255 data_time: 0.0113 memory: 8790 grad_norm: 0.1261 loss: 0.0237 recall@thr=0.5: 0.5185 prec@thr=0.5: 0.7639 recall@top3: 0.7963 prec@top3: 0.7407 recall@top5: 0.8750 prec@top5: 0.5000 loss_action_cls: 0.0237 2022/12/04 10:51:02 - mmengine - INFO - Epoch(train) [2][ 120/4451] lr: 5.6208e-02 eta: 3:37:44 time: 0.3243 data_time: 0.0098 memory: 8770 grad_norm: 0.1187 loss: 0.0228 recall@thr=0.5: 0.3042 prec@thr=0.5: 0.4500 recall@top3: 0.6417 prec@top3: 0.4833 recall@top5: 0.8000 prec@top5: 0.3800 loss_action_cls: 0.0228 2022/12/04 10:51:09 - mmengine - INFO - Epoch(train) [2][ 140/4451] lr: 5.6411e-02 eta: 3:37:37 time: 0.3257 data_time: 0.0106 memory: 8790 grad_norm: 0.1177 loss: 0.0245 recall@thr=0.5: 0.5725 prec@thr=0.5: 0.7391 recall@top3: 0.7319 prec@top3: 0.6522 recall@top5: 0.8841 prec@top5: 0.4522 loss_action_cls: 0.0245 2022/12/04 10:51:16 - mmengine - INFO - Epoch(train) [2][ 160/4451] lr: 5.6613e-02 eta: 3:37:30 time: 0.3253 data_time: 0.0117 memory: 8786 grad_norm: 0.1369 loss: 0.0260 recall@thr=0.5: 0.5686 prec@thr=0.5: 0.8039 recall@top3: 0.7745 prec@top3: 0.7059 recall@top5: 0.8971 prec@top5: 0.4941 loss_action_cls: 0.0260 2022/12/04 10:51:22 - mmengine - INFO - Epoch(train) [2][ 180/4451] lr: 5.6815e-02 eta: 3:37:24 time: 0.3255 data_time: 0.0112 memory: 8774 grad_norm: 0.1227 loss: 0.0227 recall@thr=0.5: 0.7417 prec@thr=0.5: 0.7750 recall@top3: 0.8667 prec@top3: 0.6500 recall@top5: 0.9083 prec@top5: 0.4100 loss_action_cls: 0.0227 2022/12/04 10:51:29 - mmengine - INFO - Epoch(train) [2][ 200/4451] lr: 5.7017e-02 eta: 3:37:17 time: 0.3252 data_time: 0.0104 memory: 8876 grad_norm: 0.1325 loss: 0.0242 recall@thr=0.5: 0.5185 prec@thr=0.5: 0.6389 recall@top3: 0.6713 prec@top3: 0.5370 recall@top5: 0.8426 prec@top5: 0.4111 loss_action_cls: 0.0242 2022/12/04 10:51:35 - mmengine - INFO - Epoch(train) [2][ 220/4451] lr: 5.7219e-02 eta: 3:37:10 time: 0.3260 data_time: 0.0105 memory: 8771 grad_norm: 0.1274 loss: 0.0224 recall@thr=0.5: 0.7281 prec@thr=0.5: 0.6404 recall@top3: 0.8158 prec@top3: 0.6316 recall@top5: 0.9386 prec@top5: 0.4421 loss_action_cls: 0.0224 2022/12/04 10:51:42 - mmengine - INFO - Epoch(train) [2][ 240/4451] lr: 5.7422e-02 eta: 3:37:03 time: 0.3248 data_time: 0.0114 memory: 8771 grad_norm: 0.1288 loss: 0.0216 recall@thr=0.5: 0.7370 prec@thr=0.5: 0.7708 recall@top3: 0.8073 prec@top3: 0.6042 recall@top5: 0.9583 prec@top5: 0.4312 loss_action_cls: 0.0216 2022/12/04 10:51:48 - mmengine - INFO - Epoch(train) [2][ 260/4451] lr: 5.7624e-02 eta: 3:36:56 time: 0.3243 data_time: 0.0095 memory: 8804 grad_norm: 0.1356 loss: 0.0236 recall@thr=0.5: 0.7159 prec@thr=0.5: 0.8447 recall@top3: 0.7765 prec@top3: 0.6061 recall@top5: 0.8864 prec@top5: 0.4364 loss_action_cls: 0.0236 2022/12/04 10:51:55 - mmengine - INFO - Epoch(train) [2][ 280/4451] lr: 5.7826e-02 eta: 3:36:49 time: 0.3256 data_time: 0.0115 memory: 8804 grad_norm: 0.1268 loss: 0.0238 recall@thr=0.5: 0.4432 prec@thr=0.5: 0.5741 recall@top3: 0.6321 prec@top3: 0.6543 recall@top5: 0.8370 prec@top5: 0.5481 loss_action_cls: 0.0238 2022/12/04 10:52:01 - mmengine - INFO - Epoch(train) [2][ 300/4451] lr: 5.8028e-02 eta: 3:36:43 time: 0.3269 data_time: 0.0109 memory: 8770 grad_norm: 0.1344 loss: 0.0229 recall@thr=0.5: 0.4444 prec@thr=0.5: 0.6667 recall@top3: 0.8222 prec@top3: 0.6222 recall@top5: 0.9000 prec@top5: 0.4133 loss_action_cls: 0.0229 2022/12/04 10:52:08 - mmengine - INFO - Epoch(train) [2][ 320/4451] lr: 5.8231e-02 eta: 3:36:36 time: 0.3254 data_time: 0.0103 memory: 8771 grad_norm: 0.1220 loss: 0.0229 recall@thr=0.5: 0.4881 prec@thr=0.5: 0.5357 recall@top3: 0.7262 prec@top3: 0.5238 recall@top5: 0.9643 prec@top5: 0.4571 loss_action_cls: 0.0229 2022/12/04 10:52:14 - mmengine - INFO - Epoch(train) [2][ 340/4451] lr: 5.8433e-02 eta: 3:36:29 time: 0.3255 data_time: 0.0099 memory: 8780 grad_norm: 0.1312 loss: 0.0232 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.6750 recall@top3: 0.8167 prec@top3: 0.6833 recall@top5: 0.9708 prec@top5: 0.5000 loss_action_cls: 0.0232 2022/12/04 10:52:21 - mmengine - INFO - Epoch(train) [2][ 360/4451] lr: 5.8635e-02 eta: 3:36:22 time: 0.3270 data_time: 0.0116 memory: 8783 grad_norm: 0.1384 loss: 0.0228 recall@thr=0.5: 0.7593 prec@thr=0.5: 0.7160 recall@top3: 0.9074 prec@top3: 0.6420 recall@top5: 0.9877 prec@top5: 0.4222 loss_action_cls: 0.0228 2022/12/04 10:52:27 - mmengine - INFO - Epoch(train) [2][ 380/4451] lr: 5.8837e-02 eta: 3:36:16 time: 0.3246 data_time: 0.0102 memory: 8777 grad_norm: 0.1283 loss: 0.0217 recall@thr=0.5: 0.5625 prec@thr=0.5: 0.6035 recall@top3: 0.7708 prec@top3: 0.5972 recall@top5: 0.9653 prec@top5: 0.4500 loss_action_cls: 0.0217 2022/12/04 10:52:34 - mmengine - INFO - Epoch(train) [2][ 400/4451] lr: 5.9039e-02 eta: 3:36:09 time: 0.3243 data_time: 0.0098 memory: 8770 grad_norm: 0.1286 loss: 0.0246 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.6296 recall@top3: 0.7870 prec@top3: 0.7037 recall@top5: 0.9074 prec@top5: 0.5111 loss_action_cls: 0.0246 2022/12/04 10:52:40 - mmengine - INFO - Epoch(train) [2][ 420/4451] lr: 5.9242e-02 eta: 3:36:02 time: 0.3256 data_time: 0.0098 memory: 8819 grad_norm: 0.1303 loss: 0.0235 recall@thr=0.5: 0.4643 prec@thr=0.5: 0.4524 recall@top3: 0.7381 prec@top3: 0.4048 recall@top5: 0.9524 prec@top5: 0.3286 loss_action_cls: 0.0235 2022/12/04 10:52:47 - mmengine - INFO - Epoch(train) [2][ 440/4451] lr: 5.9444e-02 eta: 3:35:55 time: 0.3239 data_time: 0.0097 memory: 8770 grad_norm: 0.1304 loss: 0.0234 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.6516 recall@top3: 0.8492 prec@top3: 0.5079 recall@top5: 0.9048 prec@top5: 0.3429 loss_action_cls: 0.0234 2022/12/04 10:52:53 - mmengine - INFO - Epoch(train) [2][ 460/4451] lr: 5.9646e-02 eta: 3:35:48 time: 0.3271 data_time: 0.0115 memory: 8783 grad_norm: 0.1283 loss: 0.0235 recall@thr=0.5: 0.5813 prec@thr=0.5: 0.7424 recall@top3: 0.7500 prec@top3: 0.5758 recall@top5: 0.8768 prec@top5: 0.4000 loss_action_cls: 0.0235 2022/12/04 10:53:00 - mmengine - INFO - Epoch(train) [2][ 480/4451] lr: 5.9848e-02 eta: 3:35:41 time: 0.3252 data_time: 0.0093 memory: 8813 grad_norm: 0.1243 loss: 0.0212 recall@thr=0.5: 0.3958 prec@thr=0.5: 0.4583 recall@top3: 0.6458 prec@top3: 0.5500 recall@top5: 0.8167 prec@top5: 0.4400 loss_action_cls: 0.0212 2022/12/04 10:53:06 - mmengine - INFO - Epoch(train) [2][ 500/4451] lr: 6.0051e-02 eta: 3:35:35 time: 0.3247 data_time: 0.0097 memory: 8786 grad_norm: 0.1208 loss: 0.0212 recall@thr=0.5: 0.7033 prec@thr=0.5: 0.9267 recall@top3: 0.8867 prec@top3: 0.8000 recall@top5: 0.9367 prec@top5: 0.5120 loss_action_cls: 0.0212 2022/12/04 10:53:13 - mmengine - INFO - Epoch(train) [2][ 520/4451] lr: 6.0253e-02 eta: 3:35:28 time: 0.3263 data_time: 0.0106 memory: 8819 grad_norm: 0.1184 loss: 0.0209 recall@thr=0.5: 0.7028 prec@thr=0.5: 0.7185 recall@top3: 0.7806 prec@top3: 0.6667 recall@top5: 0.9481 prec@top5: 0.5056 loss_action_cls: 0.0209 2022/12/04 10:53:19 - mmengine - INFO - Epoch(train) [2][ 540/4451] lr: 6.0455e-02 eta: 3:35:21 time: 0.3258 data_time: 0.0095 memory: 8770 grad_norm: 0.1260 loss: 0.0232 recall@thr=0.5: 0.4638 prec@thr=0.5: 0.5435 recall@top3: 0.6739 prec@top3: 0.5362 recall@top5: 0.8804 prec@top5: 0.4261 loss_action_cls: 0.0232 2022/12/04 10:53:22 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 10:53:26 - mmengine - INFO - Epoch(train) [2][ 560/4451] lr: 6.0657e-02 eta: 3:35:14 time: 0.3263 data_time: 0.0107 memory: 8783 grad_norm: 0.1153 loss: 0.0249 recall@thr=0.5: 0.7308 prec@thr=0.5: 0.7692 recall@top3: 0.8974 prec@top3: 0.6410 recall@top5: 0.9615 prec@top5: 0.4154 loss_action_cls: 0.0249 2022/12/04 10:53:32 - mmengine - INFO - Epoch(train) [2][ 580/4451] lr: 6.0859e-02 eta: 3:35:08 time: 0.3254 data_time: 0.0103 memory: 8796 grad_norm: 0.1297 loss: 0.0236 recall@thr=0.5: 0.6216 prec@thr=0.5: 0.5946 recall@top3: 0.7523 prec@top3: 0.5586 recall@top5: 0.8649 prec@top5: 0.3838 loss_action_cls: 0.0236 2022/12/04 10:53:39 - mmengine - INFO - Epoch(train) [2][ 600/4451] lr: 6.1062e-02 eta: 3:35:01 time: 0.3268 data_time: 0.0099 memory: 8816 grad_norm: 0.1281 loss: 0.0221 recall@thr=0.5: 0.7113 prec@thr=0.5: 0.8274 recall@top3: 0.8780 prec@top3: 0.7262 recall@top5: 0.9762 prec@top5: 0.4929 loss_action_cls: 0.0221 2022/12/04 10:53:45 - mmengine - INFO - Epoch(train) [2][ 620/4451] lr: 6.1264e-02 eta: 3:34:54 time: 0.3235 data_time: 0.0102 memory: 8786 grad_norm: 0.1185 loss: 0.0236 recall@thr=0.5: 0.4825 prec@thr=0.5: 0.8158 recall@top3: 0.7368 prec@top3: 0.6491 recall@top5: 0.9474 prec@top5: 0.5263 loss_action_cls: 0.0236 2022/12/04 10:53:52 - mmengine - INFO - Epoch(train) [2][ 640/4451] lr: 6.1466e-02 eta: 3:34:47 time: 0.3266 data_time: 0.0099 memory: 8770 grad_norm: 0.1231 loss: 0.0217 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.6905 recall@top3: 0.9365 prec@top3: 0.5714 recall@top5: 0.9841 prec@top5: 0.3524 loss_action_cls: 0.0217 2022/12/04 10:53:58 - mmengine - INFO - Epoch(train) [2][ 660/4451] lr: 6.1668e-02 eta: 3:34:41 time: 0.3245 data_time: 0.0108 memory: 8770 grad_norm: 0.1277 loss: 0.0233 recall@thr=0.5: 0.5573 prec@thr=0.5: 0.6458 recall@top3: 0.7760 prec@top3: 0.5417 recall@top5: 0.8646 prec@top5: 0.3875 loss_action_cls: 0.0233 2022/12/04 10:54:05 - mmengine - INFO - Epoch(train) [2][ 680/4451] lr: 6.1871e-02 eta: 3:34:34 time: 0.3253 data_time: 0.0101 memory: 8770 grad_norm: 0.1238 loss: 0.0195 recall@thr=0.5: 0.7197 prec@thr=0.5: 0.7424 recall@top3: 0.7955 prec@top3: 0.6212 recall@top5: 0.9394 prec@top5: 0.4545 loss_action_cls: 0.0195 2022/12/04 10:54:11 - mmengine - INFO - Epoch(train) [2][ 700/4451] lr: 6.2073e-02 eta: 3:34:27 time: 0.3254 data_time: 0.0113 memory: 8770 grad_norm: 0.1169 loss: 0.0230 recall@thr=0.5: 0.5952 prec@thr=0.5: 0.7738 recall@top3: 0.6905 prec@top3: 0.5873 recall@top5: 0.8730 prec@top5: 0.4381 loss_action_cls: 0.0230 2022/12/04 10:54:18 - mmengine - INFO - Epoch(train) [2][ 720/4451] lr: 6.2275e-02 eta: 3:34:20 time: 0.3255 data_time: 0.0115 memory: 8790 grad_norm: 0.1172 loss: 0.0237 recall@thr=0.5: 0.5753 prec@thr=0.5: 0.6667 recall@top3: 0.7527 prec@top3: 0.5699 recall@top5: 0.9032 prec@top5: 0.4129 loss_action_cls: 0.0237 2022/12/04 10:54:24 - mmengine - INFO - Epoch(train) [2][ 740/4451] lr: 6.2477e-02 eta: 3:34:14 time: 0.3258 data_time: 0.0110 memory: 8774 grad_norm: 0.1182 loss: 0.0240 recall@thr=0.5: 0.6181 prec@thr=0.5: 0.6944 recall@top3: 0.6736 prec@top3: 0.5000 recall@top5: 0.8819 prec@top5: 0.3750 loss_action_cls: 0.0240 2022/12/04 10:54:31 - mmengine - INFO - Epoch(train) [2][ 760/4451] lr: 6.2679e-02 eta: 3:34:07 time: 0.3263 data_time: 0.0101 memory: 8790 grad_norm: 0.1248 loss: 0.0239 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.7105 recall@top3: 0.7851 prec@top3: 0.6667 recall@top5: 0.8246 prec@top5: 0.4211 loss_action_cls: 0.0239 2022/12/04 10:54:37 - mmengine - INFO - Epoch(train) [2][ 780/4451] lr: 6.2882e-02 eta: 3:34:00 time: 0.3260 data_time: 0.0095 memory: 8793 grad_norm: 0.1303 loss: 0.0234 recall@thr=0.5: 0.5192 prec@thr=0.5: 0.7051 recall@top3: 0.7692 prec@top3: 0.6154 recall@top5: 0.8910 prec@top5: 0.4462 loss_action_cls: 0.0234 2022/12/04 10:54:44 - mmengine - INFO - Epoch(train) [2][ 800/4451] lr: 6.3084e-02 eta: 3:33:54 time: 0.3259 data_time: 0.0096 memory: 8799 grad_norm: 0.1204 loss: 0.0206 recall@thr=0.5: 0.5362 prec@thr=0.5: 0.6630 recall@top3: 0.8261 prec@top3: 0.7391 recall@top5: 0.9891 prec@top5: 0.5391 loss_action_cls: 0.0206 2022/12/04 10:54:50 - mmengine - INFO - Epoch(train) [2][ 820/4451] lr: 6.3286e-02 eta: 3:33:47 time: 0.3276 data_time: 0.0094 memory: 8819 grad_norm: 0.1201 loss: 0.0247 recall@thr=0.5: 0.4447 prec@thr=0.5: 0.6174 recall@top3: 0.6811 prec@top3: 0.6515 recall@top5: 0.8667 prec@top5: 0.4909 loss_action_cls: 0.0247 2022/12/04 10:54:57 - mmengine - INFO - Epoch(train) [2][ 840/4451] lr: 6.3488e-02 eta: 3:33:40 time: 0.3252 data_time: 0.0111 memory: 8783 grad_norm: 0.1286 loss: 0.0226 recall@thr=0.5: 0.7125 prec@thr=0.5: 0.8472 recall@top3: 0.7931 prec@top3: 0.7500 recall@top5: 0.9653 prec@top5: 0.5750 loss_action_cls: 0.0226 2022/12/04 10:55:03 - mmengine - INFO - Epoch(train) [2][ 860/4451] lr: 6.3691e-02 eta: 3:33:34 time: 0.3257 data_time: 0.0094 memory: 8771 grad_norm: 0.1289 loss: 0.0231 recall@thr=0.5: 0.7056 prec@thr=0.5: 0.7333 recall@top3: 0.7667 prec@top3: 0.6222 recall@top5: 0.9333 prec@top5: 0.4533 loss_action_cls: 0.0231 2022/12/04 10:55:10 - mmengine - INFO - Epoch(train) [2][ 880/4451] lr: 6.3893e-02 eta: 3:33:27 time: 0.3257 data_time: 0.0096 memory: 8790 grad_norm: 0.1203 loss: 0.0235 recall@thr=0.5: 0.6304 prec@thr=0.5: 0.7101 recall@top3: 0.7174 prec@top3: 0.6812 recall@top5: 0.8732 prec@top5: 0.5130 loss_action_cls: 0.0235 2022/12/04 10:55:16 - mmengine - INFO - Epoch(train) [2][ 900/4451] lr: 6.4095e-02 eta: 3:33:20 time: 0.3259 data_time: 0.0093 memory: 8770 grad_norm: 0.1180 loss: 0.0232 recall@thr=0.5: 0.5714 prec@thr=0.5: 0.5667 recall@top3: 0.6429 prec@top3: 0.4762 recall@top5: 0.7857 prec@top5: 0.3571 loss_action_cls: 0.0232 2022/12/04 10:55:23 - mmengine - INFO - Epoch(train) [2][ 920/4451] lr: 6.4297e-02 eta: 3:33:13 time: 0.3240 data_time: 0.0122 memory: 8786 grad_norm: 0.1255 loss: 0.0233 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.8333 recall@top3: 0.8125 prec@top3: 0.7500 recall@top5: 0.9688 prec@top5: 0.5375 loss_action_cls: 0.0233 2022/12/04 10:55:29 - mmengine - INFO - Epoch(train) [2][ 940/4451] lr: 6.4499e-02 eta: 3:33:06 time: 0.3234 data_time: 0.0092 memory: 8770 grad_norm: 0.1164 loss: 0.0231 recall@thr=0.5: 0.6583 prec@thr=0.5: 0.8167 recall@top3: 0.7667 prec@top3: 0.5500 recall@top5: 0.8958 prec@top5: 0.3900 loss_action_cls: 0.0231 2022/12/04 10:55:36 - mmengine - INFO - Epoch(train) [2][ 960/4451] lr: 6.4702e-02 eta: 3:32:59 time: 0.3252 data_time: 0.0102 memory: 8770 grad_norm: 0.1235 loss: 0.0236 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5139 recall@top3: 0.7083 prec@top3: 0.3611 recall@top5: 0.9167 prec@top5: 0.2833 loss_action_cls: 0.0236 2022/12/04 10:55:43 - mmengine - INFO - Epoch(train) [2][ 980/4451] lr: 6.4904e-02 eta: 3:32:53 time: 0.3298 data_time: 0.0111 memory: 8770 grad_norm: 0.1261 loss: 0.0246 recall@thr=0.5: 0.4531 prec@thr=0.5: 0.5625 recall@top3: 0.8646 prec@top3: 0.4792 recall@top5: 0.8646 prec@top5: 0.2875 loss_action_cls: 0.0246 2022/12/04 10:55:49 - mmengine - INFO - Epoch(train) [2][1000/4451] lr: 6.5106e-02 eta: 3:32:47 time: 0.3256 data_time: 0.0101 memory: 8780 grad_norm: 0.1157 loss: 0.0236 recall@thr=0.5: 0.5200 prec@thr=0.5: 0.6133 recall@top3: 0.6933 prec@top3: 0.6000 recall@top5: 0.8300 prec@top5: 0.4320 loss_action_cls: 0.0236 2022/12/04 10:55:56 - mmengine - INFO - Epoch(train) [2][1020/4451] lr: 6.5308e-02 eta: 3:32:40 time: 0.3265 data_time: 0.0101 memory: 8783 grad_norm: 0.1156 loss: 0.0224 recall@thr=0.5: 0.6083 prec@thr=0.5: 0.7750 recall@top3: 0.7417 prec@top3: 0.6333 recall@top5: 0.9500 prec@top5: 0.4700 loss_action_cls: 0.0224 2022/12/04 10:56:02 - mmengine - INFO - Epoch(train) [2][1040/4451] lr: 6.5511e-02 eta: 3:32:33 time: 0.3261 data_time: 0.0091 memory: 8786 grad_norm: 0.1314 loss: 0.0223 recall@thr=0.5: 0.6094 prec@thr=0.5: 0.8021 recall@top3: 0.7031 prec@top3: 0.5833 recall@top5: 0.8698 prec@top5: 0.4625 loss_action_cls: 0.0223 2022/12/04 10:56:09 - mmengine - INFO - Epoch(train) [2][1060/4451] lr: 6.5713e-02 eta: 3:32:27 time: 0.3256 data_time: 0.0094 memory: 8774 grad_norm: 0.1281 loss: 0.0237 recall@thr=0.5: 0.5702 prec@thr=0.5: 0.7456 recall@top3: 0.7456 prec@top3: 0.5088 recall@top5: 0.8158 prec@top5: 0.3579 loss_action_cls: 0.0237 2022/12/04 10:56:15 - mmengine - INFO - Epoch(train) [2][1080/4451] lr: 6.5915e-02 eta: 3:32:20 time: 0.3257 data_time: 0.0097 memory: 8770 grad_norm: 0.1244 loss: 0.0255 recall@thr=0.5: 0.5931 prec@thr=0.5: 0.7843 recall@top3: 0.7843 prec@top3: 0.7059 recall@top5: 0.9020 prec@top5: 0.4941 loss_action_cls: 0.0255 2022/12/04 10:56:22 - mmengine - INFO - Epoch(train) [2][1100/4451] lr: 6.6117e-02 eta: 3:32:13 time: 0.3273 data_time: 0.0100 memory: 8770 grad_norm: 0.1167 loss: 0.0226 recall@thr=0.5: 0.5758 prec@thr=0.5: 0.6553 recall@top3: 0.6818 prec@top3: 0.5606 recall@top5: 0.8864 prec@top5: 0.4182 loss_action_cls: 0.0226 2022/12/04 10:56:28 - mmengine - INFO - Epoch(train) [2][1120/4451] lr: 6.6320e-02 eta: 3:32:07 time: 0.3248 data_time: 0.0098 memory: 8804 grad_norm: 0.1184 loss: 0.0221 recall@thr=0.5: 0.6228 prec@thr=0.5: 0.7895 recall@top3: 0.8070 prec@top3: 0.6667 recall@top5: 0.8509 prec@top5: 0.4211 loss_action_cls: 0.0221 2022/12/04 10:56:35 - mmengine - INFO - Epoch(train) [2][1140/4451] lr: 6.6522e-02 eta: 3:32:00 time: 0.3264 data_time: 0.0095 memory: 8771 grad_norm: 0.1308 loss: 0.0237 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.8274 recall@top3: 0.8185 prec@top3: 0.6905 recall@top5: 0.9286 prec@top5: 0.4929 loss_action_cls: 0.0237 2022/12/04 10:56:41 - mmengine - INFO - Epoch(train) [2][1160/4451] lr: 6.6724e-02 eta: 3:31:53 time: 0.3251 data_time: 0.0095 memory: 8770 grad_norm: 0.1248 loss: 0.0227 recall@thr=0.5: 0.5789 prec@thr=0.5: 0.6579 recall@top3: 0.8947 prec@top3: 0.7018 recall@top5: 1.0000 prec@top5: 0.4737 loss_action_cls: 0.0227 2022/12/04 10:56:48 - mmengine - INFO - Epoch(train) [2][1180/4451] lr: 6.6926e-02 eta: 3:31:47 time: 0.3253 data_time: 0.0096 memory: 8816 grad_norm: 0.1245 loss: 0.0248 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.8229 recall@top3: 0.9167 prec@top3: 0.6875 recall@top5: 0.9375 prec@top5: 0.4250 loss_action_cls: 0.0248 2022/12/04 10:56:54 - mmengine - INFO - Epoch(train) [2][1200/4451] lr: 6.7128e-02 eta: 3:31:40 time: 0.3263 data_time: 0.0095 memory: 8790 grad_norm: 0.1227 loss: 0.0217 recall@thr=0.5: 0.5789 prec@thr=0.5: 0.6491 recall@top3: 0.7456 prec@top3: 0.6140 recall@top5: 0.8947 prec@top5: 0.4421 loss_action_cls: 0.0217 2022/12/04 10:57:01 - mmengine - INFO - Epoch(train) [2][1220/4451] lr: 6.7331e-02 eta: 3:31:33 time: 0.3258 data_time: 0.0092 memory: 8770 grad_norm: 0.1152 loss: 0.0223 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.5937 recall@top3: 0.8958 prec@top3: 0.5417 recall@top5: 0.9792 prec@top5: 0.3625 loss_action_cls: 0.0223 2022/12/04 10:57:07 - mmengine - INFO - Epoch(train) [2][1240/4451] lr: 6.7533e-02 eta: 3:31:26 time: 0.3253 data_time: 0.0112 memory: 8770 grad_norm: 0.1242 loss: 0.0227 recall@thr=0.5: 0.4889 prec@thr=0.5: 0.6825 recall@top3: 0.7032 prec@top3: 0.5714 recall@top5: 0.8016 prec@top5: 0.4095 loss_action_cls: 0.0227 2022/12/04 10:57:14 - mmengine - INFO - Epoch(train) [2][1260/4451] lr: 6.7735e-02 eta: 3:31:20 time: 0.3261 data_time: 0.0097 memory: 8793 grad_norm: 0.1261 loss: 0.0240 recall@thr=0.5: 0.3148 prec@thr=0.5: 0.4444 recall@top3: 0.6574 prec@top3: 0.4444 recall@top5: 0.8241 prec@top5: 0.3333 loss_action_cls: 0.0240 2022/12/04 10:57:20 - mmengine - INFO - Epoch(train) [2][1280/4451] lr: 6.7937e-02 eta: 3:31:13 time: 0.3255 data_time: 0.0095 memory: 8786 grad_norm: 0.1196 loss: 0.0228 recall@thr=0.5: 0.4583 prec@thr=0.5: 0.6583 recall@top3: 0.7292 prec@top3: 0.6333 recall@top5: 0.8958 prec@top5: 0.4900 loss_action_cls: 0.0228 2022/12/04 10:57:27 - mmengine - INFO - Epoch(train) [2][1300/4451] lr: 6.8140e-02 eta: 3:31:06 time: 0.3256 data_time: 0.0096 memory: 8770 grad_norm: 0.1240 loss: 0.0222 recall@thr=0.5: 0.5860 prec@thr=0.5: 0.7151 recall@top3: 0.7688 prec@top3: 0.6989 recall@top5: 0.8925 prec@top5: 0.4968 loss_action_cls: 0.0222 2022/12/04 10:57:33 - mmengine - INFO - Epoch(train) [2][1320/4451] lr: 6.8342e-02 eta: 3:31:00 time: 0.3248 data_time: 0.0096 memory: 8796 grad_norm: 0.1265 loss: 0.0230 recall@thr=0.5: 0.4875 prec@thr=0.5: 0.6167 recall@top3: 0.7292 prec@top3: 0.5167 recall@top5: 0.8500 prec@top5: 0.3700 loss_action_cls: 0.0230 2022/12/04 10:57:40 - mmengine - INFO - Epoch(train) [2][1340/4451] lr: 6.8544e-02 eta: 3:30:53 time: 0.3264 data_time: 0.0096 memory: 8770 grad_norm: 0.1228 loss: 0.0250 recall@thr=0.5: 0.5139 prec@thr=0.5: 0.6667 recall@top3: 0.8889 prec@top3: 0.5556 recall@top5: 0.8889 prec@top5: 0.3333 loss_action_cls: 0.0250 2022/12/04 10:57:46 - mmengine - INFO - Epoch(train) [2][1360/4451] lr: 6.8746e-02 eta: 3:30:46 time: 0.3265 data_time: 0.0095 memory: 8799 grad_norm: 0.1172 loss: 0.0241 recall@thr=0.5: 0.4479 prec@thr=0.5: 0.5417 recall@top3: 0.6458 prec@top3: 0.5208 recall@top5: 0.7865 prec@top5: 0.3625 loss_action_cls: 0.0241 2022/12/04 10:57:53 - mmengine - INFO - Epoch(train) [2][1380/4451] lr: 6.8948e-02 eta: 3:30:40 time: 0.3254 data_time: 0.0089 memory: 8806 grad_norm: 0.1213 loss: 0.0209 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.8333 recall@top3: 0.8417 prec@top3: 0.6833 recall@top5: 0.9875 prec@top5: 0.4900 loss_action_cls: 0.0209 2022/12/04 10:57:59 - mmengine - INFO - Epoch(train) [2][1400/4451] lr: 6.9151e-02 eta: 3:30:33 time: 0.3259 data_time: 0.0109 memory: 8770 grad_norm: 0.1149 loss: 0.0218 recall@thr=0.5: 0.7153 prec@thr=0.5: 0.9097 recall@top3: 0.8542 prec@top3: 0.7500 recall@top5: 0.9444 prec@top5: 0.5167 loss_action_cls: 0.0218 2022/12/04 10:58:06 - mmengine - INFO - Epoch(train) [2][1420/4451] lr: 6.9353e-02 eta: 3:30:26 time: 0.3245 data_time: 0.0092 memory: 8780 grad_norm: 0.1226 loss: 0.0233 recall@thr=0.5: 0.6354 prec@thr=0.5: 0.6458 recall@top3: 0.8438 prec@top3: 0.6389 recall@top5: 0.9479 prec@top5: 0.4500 loss_action_cls: 0.0233 2022/12/04 10:58:12 - mmengine - INFO - Epoch(train) [2][1440/4451] lr: 6.9555e-02 eta: 3:30:20 time: 0.3264 data_time: 0.0098 memory: 8780 grad_norm: 0.1200 loss: 0.0220 recall@thr=0.5: 0.5198 prec@thr=0.5: 0.6349 recall@top3: 0.8016 prec@top3: 0.6349 recall@top5: 0.9524 prec@top5: 0.4667 loss_action_cls: 0.0220 2022/12/04 10:58:19 - mmengine - INFO - Epoch(train) [2][1460/4451] lr: 6.9757e-02 eta: 3:30:13 time: 0.3260 data_time: 0.0094 memory: 8793 grad_norm: 0.1144 loss: 0.0252 recall@thr=0.5: 0.4314 prec@thr=0.5: 0.6176 recall@top3: 0.6422 prec@top3: 0.5490 recall@top5: 0.8382 prec@top5: 0.4471 loss_action_cls: 0.0252 2022/12/04 10:58:25 - mmengine - INFO - Epoch(train) [2][1480/4451] lr: 6.9960e-02 eta: 3:30:06 time: 0.3256 data_time: 0.0093 memory: 8806 grad_norm: 0.1154 loss: 0.0221 recall@thr=0.5: 0.5747 prec@thr=0.5: 0.7356 recall@top3: 0.8305 prec@top3: 0.6437 recall@top5: 0.9224 prec@top5: 0.4414 loss_action_cls: 0.0221 2022/12/04 10:58:32 - mmengine - INFO - Epoch(train) [2][1500/4451] lr: 7.0162e-02 eta: 3:30:00 time: 0.3263 data_time: 0.0101 memory: 8770 grad_norm: 0.1217 loss: 0.0215 recall@thr=0.5: 0.5774 prec@thr=0.5: 0.8512 recall@top3: 0.7708 prec@top3: 0.7857 recall@top5: 0.9018 prec@top5: 0.5571 loss_action_cls: 0.0215 2022/12/04 10:58:38 - mmengine - INFO - Epoch(train) [2][1520/4451] lr: 7.0364e-02 eta: 3:29:53 time: 0.3268 data_time: 0.0095 memory: 8770 grad_norm: 0.1184 loss: 0.0233 recall@thr=0.5: 0.4625 prec@thr=0.5: 0.5208 recall@top3: 0.7458 prec@top3: 0.5417 recall@top5: 0.8469 prec@top5: 0.3875 loss_action_cls: 0.0233 2022/12/04 10:58:45 - mmengine - INFO - Epoch(train) [2][1540/4451] lr: 7.0566e-02 eta: 3:29:46 time: 0.3252 data_time: 0.0104 memory: 8770 grad_norm: 0.1233 loss: 0.0237 recall@thr=0.5: 0.5952 prec@thr=0.5: 0.6429 recall@top3: 0.8095 prec@top3: 0.6429 recall@top5: 0.8810 prec@top5: 0.4000 loss_action_cls: 0.0237 2022/12/04 10:58:48 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 10:58:51 - mmengine - INFO - Epoch(train) [2][1560/4451] lr: 7.0768e-02 eta: 3:29:40 time: 0.3249 data_time: 0.0093 memory: 8770 grad_norm: 0.1190 loss: 0.0235 recall@thr=0.5: 0.6930 prec@thr=0.5: 0.8684 recall@top3: 0.7456 prec@top3: 0.6491 recall@top5: 0.9123 prec@top5: 0.4947 loss_action_cls: 0.0235 2022/12/04 10:58:58 - mmengine - INFO - Epoch(train) [2][1580/4451] lr: 7.0971e-02 eta: 3:29:33 time: 0.3264 data_time: 0.0120 memory: 8771 grad_norm: 0.1236 loss: 0.0228 recall@thr=0.5: 0.5726 prec@thr=0.5: 0.6048 recall@top3: 0.8495 prec@top3: 0.6774 recall@top5: 0.9140 prec@top5: 0.4516 loss_action_cls: 0.0228 2022/12/04 10:59:05 - mmengine - INFO - Epoch(train) [2][1600/4451] lr: 7.1173e-02 eta: 3:29:26 time: 0.3260 data_time: 0.0108 memory: 8777 grad_norm: 0.1188 loss: 0.0234 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.8988 recall@top3: 0.8810 prec@top3: 0.7619 recall@top5: 0.9762 prec@top5: 0.5143 loss_action_cls: 0.0234 2022/12/04 10:59:11 - mmengine - INFO - Epoch(train) [2][1620/4451] lr: 7.1375e-02 eta: 3:29:20 time: 0.3248 data_time: 0.0090 memory: 8819 grad_norm: 0.1147 loss: 0.0250 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.6481 recall@top3: 0.8333 prec@top3: 0.5000 recall@top5: 0.9306 prec@top5: 0.3333 loss_action_cls: 0.0250 2022/12/04 10:59:18 - mmengine - INFO - Epoch(train) [2][1640/4451] lr: 7.1577e-02 eta: 3:29:13 time: 0.3259 data_time: 0.0093 memory: 8774 grad_norm: 0.1163 loss: 0.0236 recall@thr=0.5: 0.7157 prec@thr=0.5: 0.7843 recall@top3: 0.8137 prec@top3: 0.6078 recall@top5: 0.8824 prec@top5: 0.4000 loss_action_cls: 0.0236 2022/12/04 10:59:24 - mmengine - INFO - Epoch(train) [2][1660/4451] lr: 7.1780e-02 eta: 3:29:06 time: 0.3260 data_time: 0.0105 memory: 8771 grad_norm: 0.1129 loss: 0.0237 recall@thr=0.5: 0.5067 prec@thr=0.5: 0.7167 recall@top3: 0.7856 prec@top3: 0.5444 recall@top5: 0.8489 prec@top5: 0.3667 loss_action_cls: 0.0237 2022/12/04 10:59:31 - mmengine - INFO - Epoch(train) [2][1680/4451] lr: 7.1982e-02 eta: 3:29:00 time: 0.3255 data_time: 0.0094 memory: 8783 grad_norm: 0.1140 loss: 0.0235 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.6556 recall@top3: 0.6389 prec@top3: 0.5556 recall@top5: 0.7333 prec@top5: 0.4000 loss_action_cls: 0.0235 2022/12/04 10:59:37 - mmengine - INFO - Epoch(train) [2][1700/4451] lr: 7.2184e-02 eta: 3:28:53 time: 0.3250 data_time: 0.0092 memory: 8770 grad_norm: 0.1183 loss: 0.0238 recall@thr=0.5: 0.6310 prec@thr=0.5: 0.5873 recall@top3: 0.6786 prec@top3: 0.4444 recall@top5: 0.8770 prec@top5: 0.3810 loss_action_cls: 0.0238 2022/12/04 10:59:44 - mmengine - INFO - Epoch(train) [2][1720/4451] lr: 7.2386e-02 eta: 3:28:46 time: 0.3251 data_time: 0.0093 memory: 8790 grad_norm: 0.1257 loss: 0.0217 recall@thr=0.5: 0.8413 prec@thr=0.5: 0.8413 recall@top3: 0.9048 prec@top3: 0.7302 recall@top5: 1.0000 prec@top5: 0.5143 loss_action_cls: 0.0217 2022/12/04 10:59:50 - mmengine - INFO - Epoch(train) [2][1740/4451] lr: 7.2588e-02 eta: 3:28:39 time: 0.3248 data_time: 0.0090 memory: 8770 grad_norm: 0.1132 loss: 0.0223 recall@thr=0.5: 0.6552 prec@thr=0.5: 0.7471 recall@top3: 0.8190 prec@top3: 0.6897 recall@top5: 0.9799 prec@top5: 0.5103 loss_action_cls: 0.0223 2022/12/04 10:59:57 - mmengine - INFO - Epoch(train) [2][1760/4451] lr: 7.2791e-02 eta: 3:28:33 time: 0.3256 data_time: 0.0092 memory: 8770 grad_norm: 0.1158 loss: 0.0251 recall@thr=0.5: 0.5458 prec@thr=0.5: 0.7000 recall@top3: 0.8042 prec@top3: 0.7167 recall@top5: 0.9250 prec@top5: 0.5000 loss_action_cls: 0.0251 2022/12/04 11:00:03 - mmengine - INFO - Epoch(train) [2][1780/4451] lr: 7.2993e-02 eta: 3:28:26 time: 0.3278 data_time: 0.0095 memory: 8780 grad_norm: 0.1194 loss: 0.0256 recall@thr=0.5: 0.4467 prec@thr=0.5: 0.6933 recall@top3: 0.6400 prec@top3: 0.5467 recall@top5: 0.7333 prec@top5: 0.3840 loss_action_cls: 0.0256 2022/12/04 11:00:10 - mmengine - INFO - Epoch(train) [2][1800/4451] lr: 7.3195e-02 eta: 3:28:20 time: 0.3258 data_time: 0.0094 memory: 8826 grad_norm: 0.1211 loss: 0.0243 recall@thr=0.5: 0.5076 prec@thr=0.5: 0.4621 recall@top3: 0.6591 prec@top3: 0.4848 recall@top5: 0.7879 prec@top5: 0.3455 loss_action_cls: 0.0243 2022/12/04 11:00:16 - mmengine - INFO - Epoch(train) [2][1820/4451] lr: 7.3397e-02 eta: 3:28:13 time: 0.3264 data_time: 0.0092 memory: 8809 grad_norm: 0.1158 loss: 0.0211 recall@thr=0.5: 0.4167 prec@thr=0.5: 0.6250 recall@top3: 0.5938 prec@top3: 0.4792 recall@top5: 0.7812 prec@top5: 0.3875 loss_action_cls: 0.0211 2022/12/04 11:00:23 - mmengine - INFO - Epoch(train) [2][1840/4451] lr: 7.3600e-02 eta: 3:28:06 time: 0.3251 data_time: 0.0103 memory: 8770 grad_norm: 0.1179 loss: 0.0220 recall@thr=0.5: 0.6474 prec@thr=0.5: 0.7885 recall@top3: 0.7564 prec@top3: 0.6410 recall@top5: 0.9167 prec@top5: 0.4615 loss_action_cls: 0.0220 2022/12/04 11:00:29 - mmengine - INFO - Epoch(train) [2][1860/4451] lr: 7.3802e-02 eta: 3:28:00 time: 0.3268 data_time: 0.0110 memory: 8780 grad_norm: 0.1154 loss: 0.0219 recall@thr=0.5: 0.6389 prec@thr=0.5: 0.7778 recall@top3: 0.6736 prec@top3: 0.6944 recall@top5: 0.8444 prec@top5: 0.5500 loss_action_cls: 0.0219 2022/12/04 11:00:36 - mmengine - INFO - Epoch(train) [2][1880/4451] lr: 7.4004e-02 eta: 3:27:53 time: 0.3264 data_time: 0.0096 memory: 8774 grad_norm: 0.1212 loss: 0.0215 recall@thr=0.5: 0.6979 prec@thr=0.5: 0.7552 recall@top3: 0.7917 prec@top3: 0.6250 recall@top5: 0.8229 prec@top5: 0.4000 loss_action_cls: 0.0215 2022/12/04 11:00:42 - mmengine - INFO - Epoch(train) [2][1900/4451] lr: 7.4206e-02 eta: 3:27:47 time: 0.3265 data_time: 0.0107 memory: 8777 grad_norm: 0.1214 loss: 0.0220 recall@thr=0.5: 0.6867 prec@thr=0.5: 0.8167 recall@top3: 0.8300 prec@top3: 0.6667 recall@top5: 0.9333 prec@top5: 0.4700 loss_action_cls: 0.0220 2022/12/04 11:00:49 - mmengine - INFO - Epoch(train) [2][1920/4451] lr: 7.4408e-02 eta: 3:27:40 time: 0.3272 data_time: 0.0095 memory: 8770 grad_norm: 0.1167 loss: 0.0245 recall@thr=0.5: 0.6556 prec@thr=0.5: 0.8056 recall@top3: 0.8019 prec@top3: 0.6852 recall@top5: 0.8889 prec@top5: 0.4667 loss_action_cls: 0.0245 2022/12/04 11:00:55 - mmengine - INFO - Epoch(train) [2][1940/4451] lr: 7.4611e-02 eta: 3:27:34 time: 0.3256 data_time: 0.0097 memory: 8793 grad_norm: 0.1263 loss: 0.0226 recall@thr=0.5: 0.6979 prec@thr=0.5: 0.8333 recall@top3: 0.7396 prec@top3: 0.5625 recall@top5: 0.8958 prec@top5: 0.4125 loss_action_cls: 0.0226 2022/12/04 11:01:02 - mmengine - INFO - Epoch(train) [2][1960/4451] lr: 7.4813e-02 eta: 3:27:27 time: 0.3257 data_time: 0.0094 memory: 8796 grad_norm: 0.1227 loss: 0.0256 recall@thr=0.5: 0.6389 prec@thr=0.5: 0.6944 recall@top3: 0.8611 prec@top3: 0.5278 recall@top5: 0.8611 prec@top5: 0.3167 loss_action_cls: 0.0256 2022/12/04 11:01:08 - mmengine - INFO - Epoch(train) [2][1980/4451] lr: 7.5015e-02 eta: 3:27:20 time: 0.3248 data_time: 0.0093 memory: 8770 grad_norm: 0.1131 loss: 0.0227 recall@thr=0.5: 0.6701 prec@thr=0.5: 0.6806 recall@top3: 0.7708 prec@top3: 0.5556 recall@top5: 0.9688 prec@top5: 0.4333 loss_action_cls: 0.0227 2022/12/04 11:01:15 - mmengine - INFO - Epoch(train) [2][2000/4451] lr: 7.5217e-02 eta: 3:27:13 time: 0.3249 data_time: 0.0101 memory: 8780 grad_norm: 0.1173 loss: 0.0226 recall@thr=0.5: 0.6032 prec@thr=0.5: 0.6032 recall@top3: 0.7222 prec@top3: 0.5873 recall@top5: 0.8571 prec@top5: 0.4381 loss_action_cls: 0.0226 2022/12/04 11:01:21 - mmengine - INFO - Epoch(train) [2][2020/4451] lr: 7.5420e-02 eta: 3:27:07 time: 0.3254 data_time: 0.0101 memory: 8813 grad_norm: 0.1114 loss: 0.0202 recall@thr=0.5: 0.4855 prec@thr=0.5: 0.5072 recall@top3: 0.7283 prec@top3: 0.5217 recall@top5: 0.9565 prec@top5: 0.4174 loss_action_cls: 0.0202 2022/12/04 11:01:28 - mmengine - INFO - Epoch(train) [2][2040/4451] lr: 7.5622e-02 eta: 3:27:00 time: 0.3247 data_time: 0.0093 memory: 8770 grad_norm: 0.1169 loss: 0.0221 recall@thr=0.5: 0.6467 prec@thr=0.5: 0.7250 recall@top3: 0.8050 prec@top3: 0.6833 recall@top5: 0.8417 prec@top5: 0.4400 loss_action_cls: 0.0221 2022/12/04 11:01:34 - mmengine - INFO - Epoch(train) [2][2060/4451] lr: 7.5824e-02 eta: 3:26:53 time: 0.3259 data_time: 0.0109 memory: 8780 grad_norm: 0.1163 loss: 0.0228 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.7024 recall@top3: 0.7063 prec@top3: 0.6984 recall@top5: 0.9087 prec@top5: 0.5524 loss_action_cls: 0.0228 2022/12/04 11:01:41 - mmengine - INFO - Epoch(train) [2][2080/4451] lr: 7.6026e-02 eta: 3:26:47 time: 0.3252 data_time: 0.0106 memory: 8770 grad_norm: 0.1097 loss: 0.0243 recall@thr=0.5: 0.4889 prec@thr=0.5: 0.4333 recall@top3: 0.7444 prec@top3: 0.4889 recall@top5: 0.7889 prec@top5: 0.3200 loss_action_cls: 0.0243 2022/12/04 11:01:47 - mmengine - INFO - Epoch(train) [2][2100/4451] lr: 7.6229e-02 eta: 3:26:40 time: 0.3259 data_time: 0.0095 memory: 8771 grad_norm: 0.1193 loss: 0.0229 recall@thr=0.5: 0.2969 prec@thr=0.5: 0.4375 recall@top3: 0.6354 prec@top3: 0.5000 recall@top5: 0.8438 prec@top5: 0.3750 loss_action_cls: 0.0229 2022/12/04 11:01:54 - mmengine - INFO - Epoch(train) [2][2120/4451] lr: 7.6431e-02 eta: 3:26:33 time: 0.3260 data_time: 0.0097 memory: 8777 grad_norm: 0.1150 loss: 0.0248 recall@thr=0.5: 0.8254 prec@thr=0.5: 0.7976 recall@top3: 0.8730 prec@top3: 0.5714 recall@top5: 0.9286 prec@top5: 0.3714 loss_action_cls: 0.0248 2022/12/04 11:02:00 - mmengine - INFO - Epoch(train) [2][2140/4451] lr: 7.6633e-02 eta: 3:26:27 time: 0.3251 data_time: 0.0109 memory: 8770 grad_norm: 0.1188 loss: 0.0245 recall@thr=0.5: 0.6778 prec@thr=0.5: 0.8000 recall@top3: 0.9111 prec@top3: 0.6444 recall@top5: 0.9111 prec@top5: 0.3867 loss_action_cls: 0.0245 2022/12/04 11:02:07 - mmengine - INFO - Epoch(train) [2][2160/4451] lr: 7.6835e-02 eta: 3:26:20 time: 0.3272 data_time: 0.0093 memory: 8793 grad_norm: 0.1195 loss: 0.0236 recall@thr=0.5: 0.6852 prec@thr=0.5: 0.7222 recall@top3: 0.9185 prec@top3: 0.5000 recall@top5: 0.9296 prec@top5: 0.3111 loss_action_cls: 0.0236 2022/12/04 11:02:14 - mmengine - INFO - Epoch(train) [2][2180/4451] lr: 7.7037e-02 eta: 3:26:14 time: 0.3259 data_time: 0.0097 memory: 8770 grad_norm: 0.1126 loss: 0.0245 recall@thr=0.5: 0.4275 prec@thr=0.5: 0.4565 recall@top3: 0.6667 prec@top3: 0.3913 recall@top5: 0.9130 prec@top5: 0.3652 loss_action_cls: 0.0245 2022/12/04 11:02:20 - mmengine - INFO - Epoch(train) [2][2200/4451] lr: 7.7240e-02 eta: 3:26:07 time: 0.3251 data_time: 0.0095 memory: 8770 grad_norm: 0.1107 loss: 0.0227 recall@thr=0.5: 0.6713 prec@thr=0.5: 0.7037 recall@top3: 0.7824 prec@top3: 0.6111 recall@top5: 0.8889 prec@top5: 0.4333 loss_action_cls: 0.0227 2022/12/04 11:02:27 - mmengine - INFO - Epoch(train) [2][2220/4451] lr: 7.7442e-02 eta: 3:26:00 time: 0.3246 data_time: 0.0096 memory: 8819 grad_norm: 0.1215 loss: 0.0218 recall@thr=0.5: 0.6708 prec@thr=0.5: 0.7500 recall@top3: 0.8042 prec@top3: 0.6667 recall@top5: 0.9375 prec@top5: 0.4700 loss_action_cls: 0.0218 2022/12/04 11:02:33 - mmengine - INFO - Epoch(train) [2][2240/4451] lr: 7.7644e-02 eta: 3:25:54 time: 0.3262 data_time: 0.0097 memory: 8799 grad_norm: 0.1092 loss: 0.0243 recall@thr=0.5: 0.8413 prec@thr=0.5: 0.8135 recall@top3: 0.8373 prec@top3: 0.6825 recall@top5: 0.9762 prec@top5: 0.4952 loss_action_cls: 0.0243 2022/12/04 11:02:40 - mmengine - INFO - Epoch(train) [2][2260/4451] lr: 7.7846e-02 eta: 3:25:47 time: 0.3269 data_time: 0.0095 memory: 8793 grad_norm: 0.1140 loss: 0.0224 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.8698 recall@top3: 0.9375 prec@top3: 0.7292 recall@top5: 1.0000 prec@top5: 0.4750 loss_action_cls: 0.0224 2022/12/04 11:02:46 - mmengine - INFO - Epoch(train) [2][2280/4451] lr: 7.8049e-02 eta: 3:25:40 time: 0.3260 data_time: 0.0094 memory: 8770 grad_norm: 0.1120 loss: 0.0221 recall@thr=0.5: 0.5889 prec@thr=0.5: 0.6222 recall@top3: 0.8000 prec@top3: 0.5333 recall@top5: 1.0000 prec@top5: 0.3867 loss_action_cls: 0.0221 2022/12/04 11:02:53 - mmengine - INFO - Epoch(train) [2][2300/4451] lr: 7.8251e-02 eta: 3:25:34 time: 0.3269 data_time: 0.0090 memory: 8770 grad_norm: 0.1208 loss: 0.0233 recall@thr=0.5: 0.6232 prec@thr=0.5: 0.8478 recall@top3: 0.7870 prec@top3: 0.7536 recall@top5: 0.8899 prec@top5: 0.5304 loss_action_cls: 0.0233 2022/12/04 11:02:59 - mmengine - INFO - Epoch(train) [2][2320/4451] lr: 7.8453e-02 eta: 3:25:27 time: 0.3271 data_time: 0.0096 memory: 8793 grad_norm: 0.1246 loss: 0.0243 recall@thr=0.5: 0.7674 prec@thr=0.5: 0.7778 recall@top3: 0.8681 prec@top3: 0.6528 recall@top5: 0.9340 prec@top5: 0.4417 loss_action_cls: 0.0243 2022/12/04 11:03:06 - mmengine - INFO - Epoch(train) [2][2340/4451] lr: 7.8655e-02 eta: 3:25:21 time: 0.3255 data_time: 0.0102 memory: 8770 grad_norm: 0.1188 loss: 0.0233 recall@thr=0.5: 0.3186 prec@thr=0.5: 0.4314 recall@top3: 0.6765 prec@top3: 0.5294 recall@top5: 0.8480 prec@top5: 0.4235 loss_action_cls: 0.0233 2022/12/04 11:03:12 - mmengine - INFO - Epoch(train) [2][2360/4451] lr: 7.8857e-02 eta: 3:25:14 time: 0.3244 data_time: 0.0100 memory: 8786 grad_norm: 0.1172 loss: 0.0225 recall@thr=0.5: 0.7424 prec@thr=0.5: 0.7083 recall@top3: 0.7727 prec@top3: 0.6364 recall@top5: 0.9773 prec@top5: 0.4818 loss_action_cls: 0.0225 2022/12/04 11:03:19 - mmengine - INFO - Epoch(train) [2][2380/4451] lr: 7.9060e-02 eta: 3:25:07 time: 0.3258 data_time: 0.0099 memory: 8770 grad_norm: 0.1160 loss: 0.0237 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.8690 recall@top3: 0.8294 prec@top3: 0.8571 recall@top5: 0.9365 prec@top5: 0.5905 loss_action_cls: 0.0237 2022/12/04 11:03:25 - mmengine - INFO - Epoch(train) [2][2400/4451] lr: 7.9262e-02 eta: 3:25:01 time: 0.3261 data_time: 0.0101 memory: 8777 grad_norm: 0.1158 loss: 0.0224 recall@thr=0.5: 0.5119 prec@thr=0.5: 0.7937 recall@top3: 0.7262 prec@top3: 0.6349 recall@top5: 0.8611 prec@top5: 0.4667 loss_action_cls: 0.0224 2022/12/04 11:03:32 - mmengine - INFO - Epoch(train) [2][2420/4451] lr: 7.9464e-02 eta: 3:24:54 time: 0.3273 data_time: 0.0099 memory: 8793 grad_norm: 0.1142 loss: 0.0247 recall@thr=0.5: 0.5500 prec@thr=0.5: 0.8333 recall@top3: 0.7278 prec@top3: 0.6481 recall@top5: 0.9056 prec@top5: 0.4889 loss_action_cls: 0.0247 2022/12/04 11:03:38 - mmengine - INFO - Epoch(train) [2][2440/4451] lr: 7.9666e-02 eta: 3:24:48 time: 0.3272 data_time: 0.0095 memory: 8777 grad_norm: 0.1086 loss: 0.0255 recall@thr=0.5: 0.7101 prec@thr=0.5: 0.8841 recall@top3: 0.8333 prec@top3: 0.7101 recall@top5: 0.9493 prec@top5: 0.5043 loss_action_cls: 0.0255 2022/12/04 11:03:45 - mmengine - INFO - Epoch(train) [2][2460/4451] lr: 7.9869e-02 eta: 3:24:41 time: 0.3257 data_time: 0.0097 memory: 8770 grad_norm: 0.1110 loss: 0.0217 recall@thr=0.5: 0.6272 prec@thr=0.5: 0.7716 recall@top3: 0.8154 prec@top3: 0.6667 recall@top5: 0.9444 prec@top5: 0.4889 loss_action_cls: 0.0217 2022/12/04 11:03:51 - mmengine - INFO - Epoch(train) [2][2480/4451] lr: 8.0071e-02 eta: 3:24:35 time: 0.3264 data_time: 0.0117 memory: 8822 grad_norm: 0.1163 loss: 0.0239 recall@thr=0.5: 0.5490 prec@thr=0.5: 0.5196 recall@top3: 0.6078 prec@top3: 0.4510 recall@top5: 0.7451 prec@top5: 0.3412 loss_action_cls: 0.0239 2022/12/04 11:03:58 - mmengine - INFO - Epoch(train) [2][2500/4451] lr: 8.0273e-02 eta: 3:24:28 time: 0.3247 data_time: 0.0100 memory: 8770 grad_norm: 0.1128 loss: 0.0206 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6961 recall@top3: 0.8922 prec@top3: 0.6667 recall@top5: 0.9804 prec@top5: 0.4471 loss_action_cls: 0.0206 2022/12/04 11:04:04 - mmengine - INFO - Epoch(train) [2][2520/4451] lr: 8.0475e-02 eta: 3:24:21 time: 0.3266 data_time: 0.0092 memory: 8770 grad_norm: 0.1109 loss: 0.0224 recall@thr=0.5: 0.6283 prec@thr=0.5: 0.7583 recall@top3: 0.7717 prec@top3: 0.6833 recall@top5: 0.8900 prec@top5: 0.5000 loss_action_cls: 0.0224 2022/12/04 11:04:11 - mmengine - INFO - Epoch(train) [2][2540/4451] lr: 8.0677e-02 eta: 3:24:15 time: 0.3276 data_time: 0.0098 memory: 8770 grad_norm: 0.1091 loss: 0.0219 recall@thr=0.5: 0.7639 prec@thr=0.5: 1.0000 recall@top3: 0.8611 prec@top3: 0.6111 recall@top5: 0.9861 prec@top5: 0.4333 loss_action_cls: 0.0219 2022/12/04 11:04:14 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 11:04:17 - mmengine - INFO - Epoch(train) [2][2560/4451] lr: 8.0880e-02 eta: 3:24:08 time: 0.3257 data_time: 0.0101 memory: 8793 grad_norm: 0.1105 loss: 0.0230 recall@thr=0.5: 0.7067 prec@thr=0.5: 0.7333 recall@top3: 0.7967 prec@top3: 0.6533 recall@top5: 0.9533 prec@top5: 0.4880 loss_action_cls: 0.0230 2022/12/04 11:04:24 - mmengine - INFO - Epoch(train) [2][2580/4451] lr: 8.1082e-02 eta: 3:24:02 time: 0.3261 data_time: 0.0091 memory: 8770 grad_norm: 0.1175 loss: 0.0227 recall@thr=0.5: 0.6008 prec@thr=0.5: 0.6833 recall@top3: 0.7300 prec@top3: 0.5833 recall@top5: 0.8800 prec@top5: 0.4200 loss_action_cls: 0.0227 2022/12/04 11:04:30 - mmengine - INFO - Epoch(train) [2][2600/4451] lr: 8.1284e-02 eta: 3:23:55 time: 0.3256 data_time: 0.0095 memory: 8777 grad_norm: 0.1196 loss: 0.0223 recall@thr=0.5: 0.8039 prec@thr=0.5: 0.9216 recall@top3: 0.8333 prec@top3: 0.5882 recall@top5: 0.9314 prec@top5: 0.4118 loss_action_cls: 0.0223 2022/12/04 11:04:37 - mmengine - INFO - Epoch(train) [2][2620/4451] lr: 8.1486e-02 eta: 3:23:48 time: 0.3261 data_time: 0.0097 memory: 8770 grad_norm: 0.1188 loss: 0.0216 recall@thr=0.5: 0.6856 prec@thr=0.5: 0.7424 recall@top3: 0.8258 prec@top3: 0.6818 recall@top5: 0.9091 prec@top5: 0.4636 loss_action_cls: 0.0216 2022/12/04 11:04:43 - mmengine - INFO - Epoch(train) [2][2640/4451] lr: 8.1689e-02 eta: 3:23:42 time: 0.3247 data_time: 0.0088 memory: 8826 grad_norm: 0.1222 loss: 0.0264 recall@thr=0.5: 0.6481 prec@thr=0.5: 0.6852 recall@top3: 0.7454 prec@top3: 0.4815 recall@top5: 0.8750 prec@top5: 0.3444 loss_action_cls: 0.0264 2022/12/04 11:04:50 - mmengine - INFO - Epoch(train) [2][2660/4451] lr: 8.1891e-02 eta: 3:23:35 time: 0.3259 data_time: 0.0095 memory: 8770 grad_norm: 0.1113 loss: 0.0218 recall@thr=0.5: 0.6358 prec@thr=0.5: 0.6049 recall@top3: 0.8333 prec@top3: 0.5679 recall@top5: 0.8889 prec@top5: 0.3704 loss_action_cls: 0.0218 2022/12/04 11:04:56 - mmengine - INFO - Epoch(train) [2][2680/4451] lr: 8.2093e-02 eta: 3:23:28 time: 0.3246 data_time: 0.0111 memory: 8790 grad_norm: 0.1138 loss: 0.0232 recall@thr=0.5: 0.5871 prec@thr=0.5: 0.6970 recall@top3: 0.7348 prec@top3: 0.6970 recall@top5: 0.8674 prec@top5: 0.5091 loss_action_cls: 0.0232 2022/12/04 11:05:03 - mmengine - INFO - Epoch(train) [2][2700/4451] lr: 8.2295e-02 eta: 3:23:22 time: 0.3259 data_time: 0.0093 memory: 8796 grad_norm: 0.1078 loss: 0.0226 recall@thr=0.5: 0.6754 prec@thr=0.5: 0.6579 recall@top3: 0.8904 prec@top3: 0.5614 recall@top5: 0.9298 prec@top5: 0.3684 loss_action_cls: 0.0226 2022/12/04 11:05:10 - mmengine - INFO - Epoch(train) [2][2720/4451] lr: 8.2497e-02 eta: 3:23:15 time: 0.3271 data_time: 0.0093 memory: 8770 grad_norm: 0.1125 loss: 0.0216 recall@thr=0.5: 0.5575 prec@thr=0.5: 0.6839 recall@top3: 0.7069 prec@top3: 0.5517 recall@top5: 0.9425 prec@top5: 0.4483 loss_action_cls: 0.0216 2022/12/04 11:05:16 - mmengine - INFO - Epoch(train) [2][2740/4451] lr: 8.2700e-02 eta: 3:23:09 time: 0.3268 data_time: 0.0099 memory: 8796 grad_norm: 0.1221 loss: 0.0221 recall@thr=0.5: 0.7625 prec@thr=0.5: 0.5917 recall@top3: 0.8625 prec@top3: 0.5000 recall@top5: 0.9125 prec@top5: 0.3300 loss_action_cls: 0.0221 2022/12/04 11:05:23 - mmengine - INFO - Epoch(train) [2][2760/4451] lr: 8.2902e-02 eta: 3:23:02 time: 0.3249 data_time: 0.0096 memory: 8777 grad_norm: 0.1104 loss: 0.0222 recall@thr=0.5: 0.5196 prec@thr=0.5: 0.6373 recall@top3: 0.7255 prec@top3: 0.5686 recall@top5: 0.7941 prec@top5: 0.3765 loss_action_cls: 0.0222 2022/12/04 11:05:29 - mmengine - INFO - Epoch(train) [2][2780/4451] lr: 8.3104e-02 eta: 3:22:56 time: 0.3272 data_time: 0.0091 memory: 8786 grad_norm: 0.1062 loss: 0.0225 recall@thr=0.5: 0.8509 prec@thr=0.5: 0.8158 recall@top3: 0.8509 prec@top3: 0.6667 recall@top5: 0.9386 prec@top5: 0.4526 loss_action_cls: 0.0225 2022/12/04 11:05:36 - mmengine - INFO - Epoch(train) [2][2800/4451] lr: 8.3306e-02 eta: 3:22:49 time: 0.3253 data_time: 0.0092 memory: 8822 grad_norm: 0.1120 loss: 0.0212 recall@thr=0.5: 0.5583 prec@thr=0.5: 0.6500 recall@top3: 0.8875 prec@top3: 0.7000 recall@top5: 0.9625 prec@top5: 0.4600 loss_action_cls: 0.0212 2022/12/04 11:05:42 - mmengine - INFO - Epoch(train) [2][2820/4451] lr: 8.3509e-02 eta: 3:22:42 time: 0.3252 data_time: 0.0096 memory: 8770 grad_norm: 0.1146 loss: 0.0221 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.4537 recall@top3: 0.6667 prec@top3: 0.3889 recall@top5: 0.6806 prec@top5: 0.2444 loss_action_cls: 0.0221 2022/12/04 11:05:49 - mmengine - INFO - Epoch(train) [2][2840/4451] lr: 8.3711e-02 eta: 3:22:36 time: 0.3255 data_time: 0.0092 memory: 8783 grad_norm: 0.1145 loss: 0.0216 recall@thr=0.5: 0.5227 prec@thr=0.5: 0.7045 recall@top3: 0.6780 prec@top3: 0.4242 recall@top5: 0.8447 prec@top5: 0.3636 loss_action_cls: 0.0216 2022/12/04 11:05:55 - mmengine - INFO - Epoch(train) [2][2860/4451] lr: 8.3913e-02 eta: 3:22:29 time: 0.3259 data_time: 0.0113 memory: 8770 grad_norm: 0.1077 loss: 0.0226 recall@thr=0.5: 0.7281 prec@thr=0.5: 0.8421 recall@top3: 0.8246 prec@top3: 0.6667 recall@top5: 0.9386 prec@top5: 0.4632 loss_action_cls: 0.0226 2022/12/04 11:06:02 - mmengine - INFO - Epoch(train) [2][2880/4451] lr: 8.4115e-02 eta: 3:22:22 time: 0.3250 data_time: 0.0091 memory: 8774 grad_norm: 0.1215 loss: 0.0215 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.8233 recall@top3: 0.7375 prec@top3: 0.5667 recall@top5: 0.8833 prec@top5: 0.4300 loss_action_cls: 0.0215 2022/12/04 11:06:08 - mmengine - INFO - Epoch(train) [2][2900/4451] lr: 8.4317e-02 eta: 3:22:16 time: 0.3249 data_time: 0.0101 memory: 8783 grad_norm: 0.1094 loss: 0.0228 recall@thr=0.5: 0.5784 prec@thr=0.5: 0.7843 recall@top3: 0.7451 prec@top3: 0.6667 recall@top5: 0.8824 prec@top5: 0.4941 loss_action_cls: 0.0228 2022/12/04 11:06:15 - mmengine - INFO - Epoch(train) [2][2920/4451] lr: 8.4520e-02 eta: 3:22:09 time: 0.3261 data_time: 0.0101 memory: 8819 grad_norm: 0.1071 loss: 0.0219 recall@thr=0.5: 0.6123 prec@thr=0.5: 0.7174 recall@top3: 0.7536 prec@top3: 0.5797 recall@top5: 0.9420 prec@top5: 0.4435 loss_action_cls: 0.0219 2022/12/04 11:06:21 - mmengine - INFO - Epoch(train) [2][2940/4451] lr: 8.4722e-02 eta: 3:22:02 time: 0.3248 data_time: 0.0101 memory: 8816 grad_norm: 0.1146 loss: 0.0237 recall@thr=0.5: 0.5292 prec@thr=0.5: 0.5108 recall@top3: 0.5917 prec@top3: 0.5833 recall@top5: 0.8833 prec@top5: 0.4600 loss_action_cls: 0.0237 2022/12/04 11:06:28 - mmengine - INFO - Epoch(train) [2][2960/4451] lr: 8.4924e-02 eta: 3:21:56 time: 0.3256 data_time: 0.0099 memory: 8822 grad_norm: 0.1126 loss: 0.0229 recall@thr=0.5: 0.5393 prec@thr=0.5: 0.7024 recall@top3: 0.7595 prec@top3: 0.7024 recall@top5: 0.8351 prec@top5: 0.4786 loss_action_cls: 0.0229 2022/12/04 11:06:34 - mmengine - INFO - Epoch(train) [2][2980/4451] lr: 8.5126e-02 eta: 3:21:49 time: 0.3264 data_time: 0.0111 memory: 8774 grad_norm: 0.1112 loss: 0.0204 recall@thr=0.5: 0.5787 prec@thr=0.5: 0.6852 recall@top3: 0.7778 prec@top3: 0.5741 recall@top5: 0.9815 prec@top5: 0.4556 loss_action_cls: 0.0204 2022/12/04 11:06:41 - mmengine - INFO - Epoch(train) [2][3000/4451] lr: 8.5329e-02 eta: 3:21:43 time: 0.3266 data_time: 0.0092 memory: 8786 grad_norm: 0.1094 loss: 0.0232 recall@thr=0.5: 0.7326 prec@thr=0.5: 0.7847 recall@top3: 0.8403 prec@top3: 0.6667 recall@top5: 0.9792 prec@top5: 0.4833 loss_action_cls: 0.0232 2022/12/04 11:06:47 - mmengine - INFO - Epoch(train) [2][3020/4451] lr: 8.5531e-02 eta: 3:21:36 time: 0.3245 data_time: 0.0107 memory: 8780 grad_norm: 0.1089 loss: 0.0226 recall@thr=0.5: 0.5900 prec@thr=0.5: 0.5833 recall@top3: 0.7500 prec@top3: 0.4933 recall@top5: 0.8800 prec@top5: 0.3520 loss_action_cls: 0.0226 2022/12/04 11:06:54 - mmengine - INFO - Epoch(train) [2][3040/4451] lr: 8.5733e-02 eta: 3:21:29 time: 0.3264 data_time: 0.0098 memory: 8777 grad_norm: 0.1077 loss: 0.0234 recall@thr=0.5: 0.5787 prec@thr=0.5: 0.6121 recall@top3: 0.7494 prec@top3: 0.6092 recall@top5: 0.8115 prec@top5: 0.4069 loss_action_cls: 0.0234 2022/12/04 11:07:00 - mmengine - INFO - Epoch(train) [2][3060/4451] lr: 8.5935e-02 eta: 3:21:23 time: 0.3258 data_time: 0.0097 memory: 8770 grad_norm: 0.1034 loss: 0.0216 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.6957 recall@top3: 0.7101 prec@top3: 0.5362 recall@top5: 0.8913 prec@top5: 0.4174 loss_action_cls: 0.0216 2022/12/04 11:07:07 - mmengine - INFO - Epoch(train) [2][3080/4451] lr: 8.6138e-02 eta: 3:21:16 time: 0.3267 data_time: 0.0099 memory: 8796 grad_norm: 0.1077 loss: 0.0211 recall@thr=0.5: 0.6187 prec@thr=0.5: 0.7904 recall@top3: 0.7121 prec@top3: 0.5859 recall@top5: 0.8838 prec@top5: 0.4545 loss_action_cls: 0.0211 2022/12/04 11:07:13 - mmengine - INFO - Epoch(train) [2][3100/4451] lr: 8.6340e-02 eta: 3:21:10 time: 0.3256 data_time: 0.0109 memory: 8771 grad_norm: 0.1071 loss: 0.0223 recall@thr=0.5: 0.4868 prec@thr=0.5: 0.4253 recall@top3: 0.7534 prec@top3: 0.4943 recall@top5: 0.8580 prec@top5: 0.3586 loss_action_cls: 0.0223 2022/12/04 11:07:20 - mmengine - INFO - Epoch(train) [2][3120/4451] lr: 8.6542e-02 eta: 3:21:03 time: 0.3266 data_time: 0.0097 memory: 8771 grad_norm: 0.1077 loss: 0.0223 recall@thr=0.5: 0.5465 prec@thr=0.5: 0.7014 recall@top3: 0.7479 prec@top3: 0.6528 recall@top5: 0.9236 prec@top5: 0.5167 loss_action_cls: 0.0223 2022/12/04 11:07:26 - mmengine - INFO - Epoch(train) [2][3140/4451] lr: 8.6744e-02 eta: 3:20:56 time: 0.3250 data_time: 0.0094 memory: 8770 grad_norm: 0.1167 loss: 0.0225 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8137 recall@top3: 0.8333 prec@top3: 0.6078 recall@top5: 0.8686 prec@top5: 0.4000 loss_action_cls: 0.0225 2022/12/04 11:07:33 - mmengine - INFO - Epoch(train) [2][3160/4451] lr: 8.6946e-02 eta: 3:20:50 time: 0.3249 data_time: 0.0111 memory: 8783 grad_norm: 0.1139 loss: 0.0224 recall@thr=0.5: 0.5667 prec@thr=0.5: 0.5222 recall@top3: 0.8667 prec@top3: 0.4889 recall@top5: 0.8889 prec@top5: 0.3067 loss_action_cls: 0.0224 2022/12/04 11:07:39 - mmengine - INFO - Epoch(train) [2][3180/4451] lr: 8.7149e-02 eta: 3:20:43 time: 0.3275 data_time: 0.0102 memory: 8816 grad_norm: 0.1071 loss: 0.0208 recall@thr=0.5: 0.5399 prec@thr=0.5: 0.7572 recall@top3: 0.7246 prec@top3: 0.6232 recall@top5: 0.9130 prec@top5: 0.4870 loss_action_cls: 0.0208 2022/12/04 11:07:46 - mmengine - INFO - Epoch(train) [2][3200/4451] lr: 8.7351e-02 eta: 3:20:36 time: 0.3244 data_time: 0.0100 memory: 8770 grad_norm: 0.1087 loss: 0.0218 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.6667 recall@top3: 0.7917 prec@top3: 0.6667 recall@top5: 0.9167 prec@top5: 0.4833 loss_action_cls: 0.0218 2022/12/04 11:07:52 - mmengine - INFO - Epoch(train) [2][3220/4451] lr: 8.7553e-02 eta: 3:20:30 time: 0.3274 data_time: 0.0096 memory: 8796 grad_norm: 0.1116 loss: 0.0218 recall@thr=0.5: 0.7454 prec@thr=0.5: 0.7963 recall@top3: 0.8750 prec@top3: 0.5556 recall@top5: 0.9583 prec@top5: 0.3889 loss_action_cls: 0.0218 2022/12/04 11:07:59 - mmengine - INFO - Epoch(train) [2][3240/4451] lr: 8.7755e-02 eta: 3:20:23 time: 0.3263 data_time: 0.0109 memory: 8770 grad_norm: 0.1067 loss: 0.0222 recall@thr=0.5: 0.5538 prec@thr=0.5: 0.6288 recall@top3: 0.6417 prec@top3: 0.5303 recall@top5: 0.8409 prec@top5: 0.4545 loss_action_cls: 0.0222 2022/12/04 11:08:06 - mmengine - INFO - Epoch(train) [2][3260/4451] lr: 8.7958e-02 eta: 3:20:17 time: 0.3259 data_time: 0.0113 memory: 8796 grad_norm: 0.1146 loss: 0.0246 recall@thr=0.5: 0.7061 prec@thr=0.5: 0.7456 recall@top3: 0.7939 prec@top3: 0.7193 recall@top5: 0.8289 prec@top5: 0.4526 loss_action_cls: 0.0246 2022/12/04 11:08:12 - mmengine - INFO - Epoch(train) [2][3280/4451] lr: 8.8160e-02 eta: 3:20:10 time: 0.3262 data_time: 0.0099 memory: 8809 grad_norm: 0.1093 loss: 0.0217 recall@thr=0.5: 0.6150 prec@thr=0.5: 0.8167 recall@top3: 0.8017 prec@top3: 0.7000 recall@top5: 0.8842 prec@top5: 0.4800 loss_action_cls: 0.0217 2022/12/04 11:08:19 - mmengine - INFO - Epoch(train) [2][3300/4451] lr: 8.8362e-02 eta: 3:20:04 time: 0.3249 data_time: 0.0094 memory: 8790 grad_norm: 0.1109 loss: 0.0239 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7917 recall@top3: 0.8194 prec@top3: 0.6111 recall@top5: 0.9167 prec@top5: 0.4167 loss_action_cls: 0.0239 2022/12/04 11:08:25 - mmengine - INFO - Epoch(train) [2][3320/4451] lr: 8.8564e-02 eta: 3:19:57 time: 0.3257 data_time: 0.0097 memory: 8770 grad_norm: 0.1103 loss: 0.0218 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.6579 recall@top3: 0.7939 prec@top3: 0.5439 recall@top5: 0.9211 prec@top5: 0.4105 loss_action_cls: 0.0218 2022/12/04 11:08:32 - mmengine - INFO - Epoch(train) [2][3340/4451] lr: 8.8766e-02 eta: 3:19:50 time: 0.3255 data_time: 0.0093 memory: 8783 grad_norm: 0.1179 loss: 0.0238 recall@thr=0.5: 0.6778 prec@thr=0.5: 0.9333 recall@top3: 0.7889 prec@top3: 0.5778 recall@top5: 0.9333 prec@top5: 0.4400 loss_action_cls: 0.0238 2022/12/04 11:08:38 - mmengine - INFO - Epoch(train) [2][3360/4451] lr: 8.8969e-02 eta: 3:19:44 time: 0.3257 data_time: 0.0093 memory: 8770 grad_norm: 0.1120 loss: 0.0206 recall@thr=0.5: 0.5889 prec@thr=0.5: 0.7333 recall@top3: 0.8500 prec@top3: 0.6667 recall@top5: 0.9833 prec@top5: 0.4667 loss_action_cls: 0.0206 2022/12/04 11:08:45 - mmengine - INFO - Epoch(train) [2][3380/4451] lr: 8.9171e-02 eta: 3:19:37 time: 0.3254 data_time: 0.0113 memory: 8770 grad_norm: 0.1203 loss: 0.0216 recall@thr=0.5: 0.7281 prec@thr=0.5: 0.9123 recall@top3: 0.8947 prec@top3: 0.8070 recall@top5: 1.0000 prec@top5: 0.5474 loss_action_cls: 0.0216 2022/12/04 11:08:51 - mmengine - INFO - Epoch(train) [2][3400/4451] lr: 8.9373e-02 eta: 3:19:31 time: 0.3264 data_time: 0.0097 memory: 8777 grad_norm: 0.1173 loss: 0.0236 recall@thr=0.5: 0.5917 prec@thr=0.5: 0.7381 recall@top3: 0.7095 prec@top3: 0.6786 recall@top5: 0.9048 prec@top5: 0.5214 loss_action_cls: 0.0236 2022/12/04 11:08:58 - mmengine - INFO - Epoch(train) [2][3420/4451] lr: 8.9575e-02 eta: 3:19:24 time: 0.3254 data_time: 0.0100 memory: 8770 grad_norm: 0.1114 loss: 0.0221 recall@thr=0.5: 0.7939 prec@thr=0.5: 0.9561 recall@top3: 0.8482 prec@top3: 0.8070 recall@top5: 0.9825 prec@top5: 0.5895 loss_action_cls: 0.0221 2022/12/04 11:09:04 - mmengine - INFO - Epoch(train) [2][3440/4451] lr: 8.9778e-02 eta: 3:19:17 time: 0.3253 data_time: 0.0099 memory: 8770 grad_norm: 0.1109 loss: 0.0224 recall@thr=0.5: 0.7143 prec@thr=0.5: 0.8690 recall@top3: 0.7500 prec@top3: 0.5238 recall@top5: 0.9643 prec@top5: 0.4000 loss_action_cls: 0.0224 2022/12/04 11:09:11 - mmengine - INFO - Epoch(train) [2][3460/4451] lr: 8.9980e-02 eta: 3:19:11 time: 0.3258 data_time: 0.0096 memory: 8770 grad_norm: 0.1092 loss: 0.0227 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5238 recall@top3: 0.6111 prec@top3: 0.5397 recall@top5: 0.8095 prec@top5: 0.4000 loss_action_cls: 0.0227 2022/12/04 11:09:17 - mmengine - INFO - Epoch(train) [2][3480/4451] lr: 9.0182e-02 eta: 3:19:04 time: 0.3246 data_time: 0.0105 memory: 8836 grad_norm: 0.1107 loss: 0.0223 recall@thr=0.5: 0.6176 prec@thr=0.5: 0.5784 recall@top3: 0.7843 prec@top3: 0.5686 recall@top5: 0.9216 prec@top5: 0.4118 loss_action_cls: 0.0223 2022/12/04 11:09:24 - mmengine - INFO - Epoch(train) [2][3500/4451] lr: 9.0384e-02 eta: 3:18:57 time: 0.3248 data_time: 0.0094 memory: 8770 grad_norm: 0.1077 loss: 0.0209 recall@thr=0.5: 0.6288 prec@thr=0.5: 0.7424 recall@top3: 0.8333 prec@top3: 0.6970 recall@top5: 0.9545 prec@top5: 0.4818 loss_action_cls: 0.0209 2022/12/04 11:09:30 - mmengine - INFO - Epoch(train) [2][3520/4451] lr: 9.0586e-02 eta: 3:18:51 time: 0.3249 data_time: 0.0093 memory: 8770 grad_norm: 0.1030 loss: 0.0227 recall@thr=0.5: 0.6491 prec@thr=0.5: 0.7105 recall@top3: 0.8772 prec@top3: 0.7018 recall@top5: 1.0000 prec@top5: 0.4947 loss_action_cls: 0.0227 2022/12/04 11:09:37 - mmengine - INFO - Epoch(train) [2][3540/4451] lr: 9.0789e-02 eta: 3:18:44 time: 0.3262 data_time: 0.0098 memory: 8783 grad_norm: 0.1171 loss: 0.0215 recall@thr=0.5: 0.5926 prec@thr=0.5: 0.7315 recall@top3: 0.7870 prec@top3: 0.6111 recall@top5: 0.8981 prec@top5: 0.4333 loss_action_cls: 0.0215 2022/12/04 11:09:40 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 11:09:43 - mmengine - INFO - Epoch(train) [2][3560/4451] lr: 9.0991e-02 eta: 3:18:37 time: 0.3255 data_time: 0.0095 memory: 8813 grad_norm: 0.1088 loss: 0.0227 recall@thr=0.5: 0.5986 prec@thr=0.5: 0.6522 recall@top3: 0.7551 prec@top3: 0.6232 recall@top5: 0.9420 prec@top5: 0.4609 loss_action_cls: 0.0227 2022/12/04 11:09:50 - mmengine - INFO - Epoch(train) [2][3580/4451] lr: 9.1193e-02 eta: 3:18:31 time: 0.3251 data_time: 0.0092 memory: 8770 grad_norm: 0.1195 loss: 0.0220 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.7187 recall@top3: 0.6458 prec@top3: 0.5208 recall@top5: 0.9688 prec@top5: 0.5000 loss_action_cls: 0.0220 2022/12/04 11:09:56 - mmengine - INFO - Epoch(train) [2][3600/4451] lr: 9.1395e-02 eta: 3:18:24 time: 0.3271 data_time: 0.0095 memory: 8777 grad_norm: 0.1112 loss: 0.0209 recall@thr=0.5: 0.5067 prec@thr=0.5: 0.5467 recall@top3: 0.7333 prec@top3: 0.5733 recall@top5: 0.9400 prec@top5: 0.4480 loss_action_cls: 0.0209 2022/12/04 11:10:03 - mmengine - INFO - Epoch(train) [2][3620/4451] lr: 9.1598e-02 eta: 3:18:18 time: 0.3263 data_time: 0.0094 memory: 8770 grad_norm: 0.1224 loss: 0.0241 recall@thr=0.5: 0.6023 prec@thr=0.5: 0.6136 recall@top3: 0.7235 prec@top3: 0.6515 recall@top5: 0.8409 prec@top5: 0.4545 loss_action_cls: 0.0241 2022/12/04 11:10:09 - mmengine - INFO - Epoch(train) [2][3640/4451] lr: 9.1800e-02 eta: 3:18:11 time: 0.3250 data_time: 0.0106 memory: 8771 grad_norm: 0.1094 loss: 0.0223 recall@thr=0.5: 0.5476 prec@thr=0.5: 0.5714 recall@top3: 0.8056 prec@top3: 0.6032 recall@top5: 0.9127 prec@top5: 0.4381 loss_action_cls: 0.0223 2022/12/04 11:10:16 - mmengine - INFO - Epoch(train) [2][3660/4451] lr: 9.2002e-02 eta: 3:18:04 time: 0.3258 data_time: 0.0093 memory: 8770 grad_norm: 0.1114 loss: 0.0235 recall@thr=0.5: 0.4706 prec@thr=0.5: 0.3824 recall@top3: 0.7647 prec@top3: 0.4706 recall@top5: 0.7647 prec@top5: 0.2824 loss_action_cls: 0.0235 2022/12/04 11:10:22 - mmengine - INFO - Epoch(train) [2][3680/4451] lr: 9.2204e-02 eta: 3:17:58 time: 0.3245 data_time: 0.0112 memory: 8770 grad_norm: 0.1018 loss: 0.0215 recall@thr=0.5: 0.6222 prec@thr=0.5: 0.6778 recall@top3: 0.8667 prec@top3: 0.5111 recall@top5: 0.9778 prec@top5: 0.3600 loss_action_cls: 0.0215 2022/12/04 11:10:29 - mmengine - INFO - Epoch(train) [2][3700/4451] lr: 9.2406e-02 eta: 3:17:51 time: 0.3255 data_time: 0.0103 memory: 8780 grad_norm: 0.1085 loss: 0.0210 recall@thr=0.5: 0.7482 prec@thr=0.5: 0.7589 recall@top3: 0.6351 prec@top3: 0.6071 recall@top5: 0.8214 prec@top5: 0.4857 loss_action_cls: 0.0210 2022/12/04 11:10:35 - mmengine - INFO - Epoch(train) [2][3720/4451] lr: 9.2609e-02 eta: 3:17:45 time: 0.3272 data_time: 0.0094 memory: 8796 grad_norm: 0.1121 loss: 0.0218 recall@thr=0.5: 0.7105 prec@thr=0.5: 0.7544 recall@top3: 0.9035 prec@top3: 0.7193 recall@top5: 0.9825 prec@top5: 0.4737 loss_action_cls: 0.0218 2022/12/04 11:10:42 - mmengine - INFO - Epoch(train) [2][3740/4451] lr: 9.2811e-02 eta: 3:17:38 time: 0.3270 data_time: 0.0090 memory: 8783 grad_norm: 0.1066 loss: 0.0249 recall@thr=0.5: 0.6154 prec@thr=0.5: 0.7500 recall@top3: 0.7340 prec@top3: 0.6026 recall@top5: 0.8365 prec@top5: 0.4231 loss_action_cls: 0.0249 2022/12/04 11:10:48 - mmengine - INFO - Epoch(train) [2][3760/4451] lr: 9.3013e-02 eta: 3:17:31 time: 0.3249 data_time: 0.0095 memory: 8770 grad_norm: 0.1045 loss: 0.0221 recall@thr=0.5: 0.7540 prec@thr=0.5: 0.7381 recall@top3: 0.9167 prec@top3: 0.7619 recall@top5: 0.9643 prec@top5: 0.4952 loss_action_cls: 0.0221 2022/12/04 11:10:55 - mmengine - INFO - Epoch(train) [2][3780/4451] lr: 9.3215e-02 eta: 3:17:25 time: 0.3261 data_time: 0.0098 memory: 8780 grad_norm: 0.1040 loss: 0.0222 recall@thr=0.5: 0.5404 prec@thr=0.5: 0.6768 recall@top3: 0.6894 prec@top3: 0.6162 recall@top5: 0.8636 prec@top5: 0.4667 loss_action_cls: 0.0222 2022/12/04 11:11:01 - mmengine - INFO - Epoch(train) [2][3800/4451] lr: 9.3418e-02 eta: 3:17:18 time: 0.3265 data_time: 0.0108 memory: 8793 grad_norm: 0.0997 loss: 0.0239 recall@thr=0.5: 0.8841 prec@thr=0.5: 0.7971 recall@top3: 0.8986 prec@top3: 0.6232 recall@top5: 0.9783 prec@top5: 0.4087 loss_action_cls: 0.0239 2022/12/04 11:11:08 - mmengine - INFO - Epoch(train) [2][3820/4451] lr: 9.3620e-02 eta: 3:17:12 time: 0.3271 data_time: 0.0099 memory: 8770 grad_norm: 0.1084 loss: 0.0231 recall@thr=0.5: 0.6413 prec@thr=0.5: 0.7225 recall@top3: 0.7101 prec@top3: 0.6812 recall@top5: 0.9420 prec@top5: 0.5652 loss_action_cls: 0.0231 2022/12/04 11:11:14 - mmengine - INFO - Epoch(train) [2][3840/4451] lr: 9.3822e-02 eta: 3:17:05 time: 0.3263 data_time: 0.0108 memory: 8799 grad_norm: 0.1048 loss: 0.0235 recall@thr=0.5: 0.5524 prec@thr=0.5: 0.7238 recall@top3: 0.7214 prec@top3: 0.6286 recall@top5: 0.9262 prec@top5: 0.5029 loss_action_cls: 0.0235 2022/12/04 11:11:21 - mmengine - INFO - Epoch(train) [2][3860/4451] lr: 9.4024e-02 eta: 3:16:59 time: 0.3248 data_time: 0.0096 memory: 8770 grad_norm: 0.1198 loss: 0.0248 recall@thr=0.5: 0.7133 prec@thr=0.5: 0.8167 recall@top3: 0.7267 prec@top3: 0.6933 recall@top5: 0.8700 prec@top5: 0.4960 loss_action_cls: 0.0248 2022/12/04 11:11:27 - mmengine - INFO - Epoch(train) [2][3880/4451] lr: 9.4226e-02 eta: 3:16:52 time: 0.3260 data_time: 0.0115 memory: 8770 grad_norm: 0.1038 loss: 0.0235 recall@thr=0.5: 0.6705 prec@thr=0.5: 0.8523 recall@top3: 0.8295 prec@top3: 0.6818 recall@top5: 0.9167 prec@top5: 0.4727 loss_action_cls: 0.0235 2022/12/04 11:11:34 - mmengine - INFO - Epoch(train) [2][3900/4451] lr: 9.4429e-02 eta: 3:16:45 time: 0.3249 data_time: 0.0087 memory: 8774 grad_norm: 0.1073 loss: 0.0210 recall@thr=0.5: 0.7685 prec@thr=0.5: 0.7824 recall@top3: 0.8704 prec@top3: 0.5370 recall@top5: 0.9722 prec@top5: 0.3778 loss_action_cls: 0.0210 2022/12/04 11:11:41 - mmengine - INFO - Epoch(train) [2][3920/4451] lr: 9.4631e-02 eta: 3:16:39 time: 0.3267 data_time: 0.0107 memory: 8822 grad_norm: 0.1087 loss: 0.0217 recall@thr=0.5: 0.5757 prec@thr=0.5: 0.7986 recall@top3: 0.6813 prec@top3: 0.6806 recall@top5: 0.8354 prec@top5: 0.5000 loss_action_cls: 0.0217 2022/12/04 11:11:47 - mmengine - INFO - Epoch(train) [2][3940/4451] lr: 9.4833e-02 eta: 3:16:32 time: 0.3245 data_time: 0.0101 memory: 8783 grad_norm: 0.1044 loss: 0.0215 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8229 recall@top3: 0.9583 prec@top3: 0.6458 recall@top5: 1.0000 prec@top5: 0.4125 loss_action_cls: 0.0215 2022/12/04 11:11:54 - mmengine - INFO - Epoch(train) [2][3960/4451] lr: 9.5035e-02 eta: 3:16:26 time: 0.3256 data_time: 0.0094 memory: 8770 grad_norm: 0.1108 loss: 0.0216 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8202 recall@top3: 0.8596 prec@top3: 0.6842 recall@top5: 0.9737 prec@top5: 0.4737 loss_action_cls: 0.0216 2022/12/04 11:12:00 - mmengine - INFO - Epoch(train) [2][3980/4451] lr: 9.5238e-02 eta: 3:16:19 time: 0.3256 data_time: 0.0094 memory: 8786 grad_norm: 0.1096 loss: 0.0214 recall@thr=0.5: 0.5690 prec@thr=0.5: 0.6115 recall@top3: 0.8161 prec@top3: 0.5862 recall@top5: 0.9080 prec@top5: 0.3931 loss_action_cls: 0.0214 2022/12/04 11:12:07 - mmengine - INFO - Epoch(train) [2][4000/4451] lr: 9.5440e-02 eta: 3:16:12 time: 0.3254 data_time: 0.0105 memory: 8770 grad_norm: 0.1100 loss: 0.0235 recall@thr=0.5: 0.5069 prec@thr=0.5: 0.5833 recall@top3: 0.7569 prec@top3: 0.6389 recall@top5: 0.9583 prec@top5: 0.4917 loss_action_cls: 0.0235 2022/12/04 11:12:13 - mmengine - INFO - Epoch(train) [2][4020/4451] lr: 9.5642e-02 eta: 3:16:06 time: 0.3287 data_time: 0.0092 memory: 8770 grad_norm: 0.1022 loss: 0.0229 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.7431 recall@top3: 0.7917 prec@top3: 0.6389 recall@top5: 0.9653 prec@top5: 0.4500 loss_action_cls: 0.0229 2022/12/04 11:12:20 - mmengine - INFO - Epoch(train) [2][4040/4451] lr: 9.5844e-02 eta: 3:15:59 time: 0.3254 data_time: 0.0109 memory: 8771 grad_norm: 0.1089 loss: 0.0210 recall@thr=0.5: 0.5219 prec@thr=0.5: 0.6842 recall@top3: 0.6579 prec@top3: 0.6667 recall@top5: 0.8421 prec@top5: 0.5053 loss_action_cls: 0.0210 2022/12/04 11:12:26 - mmengine - INFO - Epoch(train) [2][4060/4451] lr: 9.6047e-02 eta: 3:15:53 time: 0.3265 data_time: 0.0107 memory: 8770 grad_norm: 0.1114 loss: 0.0241 recall@thr=0.5: 0.6739 prec@thr=0.5: 0.7826 recall@top3: 0.8478 prec@top3: 0.4928 recall@top5: 0.9638 prec@top5: 0.3391 loss_action_cls: 0.0241 2022/12/04 11:12:33 - mmengine - INFO - Epoch(train) [2][4080/4451] lr: 9.6249e-02 eta: 3:15:46 time: 0.3238 data_time: 0.0093 memory: 8770 grad_norm: 0.1103 loss: 0.0233 recall@thr=0.5: 0.5098 prec@thr=0.5: 0.7745 recall@top3: 0.7255 prec@top3: 0.6863 recall@top5: 0.8922 prec@top5: 0.5059 loss_action_cls: 0.0233 2022/12/04 11:12:39 - mmengine - INFO - Epoch(train) [2][4100/4451] lr: 9.6451e-02 eta: 3:15:40 time: 0.3280 data_time: 0.0102 memory: 8780 grad_norm: 0.1062 loss: 0.0233 recall@thr=0.5: 0.4500 prec@thr=0.5: 0.5667 recall@top3: 0.6958 prec@top3: 0.5000 recall@top5: 0.8500 prec@top5: 0.3600 loss_action_cls: 0.0233 2022/12/04 11:12:46 - mmengine - INFO - Epoch(train) [2][4120/4451] lr: 9.6653e-02 eta: 3:15:33 time: 0.3269 data_time: 0.0096 memory: 8770 grad_norm: 0.1006 loss: 0.0247 recall@thr=0.5: 0.6141 prec@thr=0.5: 0.7626 recall@top3: 0.6848 prec@top3: 0.6869 recall@top5: 0.8626 prec@top5: 0.5273 loss_action_cls: 0.0247 2022/12/04 11:12:52 - mmengine - INFO - Epoch(train) [2][4140/4451] lr: 9.6855e-02 eta: 3:15:27 time: 0.3261 data_time: 0.0095 memory: 8770 grad_norm: 0.1002 loss: 0.0210 recall@thr=0.5: 0.7451 prec@thr=0.5: 0.7255 recall@top3: 0.8627 prec@top3: 0.4902 recall@top5: 1.0000 prec@top5: 0.3647 loss_action_cls: 0.0210 2022/12/04 11:12:59 - mmengine - INFO - Epoch(train) [2][4160/4451] lr: 9.7058e-02 eta: 3:15:20 time: 0.3255 data_time: 0.0091 memory: 8770 grad_norm: 0.1101 loss: 0.0247 recall@thr=0.5: 0.3704 prec@thr=0.5: 0.4815 recall@top3: 0.5648 prec@top3: 0.4444 recall@top5: 0.7037 prec@top5: 0.3556 loss_action_cls: 0.0247 2022/12/04 11:13:05 - mmengine - INFO - Epoch(train) [2][4180/4451] lr: 9.7260e-02 eta: 3:15:13 time: 0.3247 data_time: 0.0101 memory: 8799 grad_norm: 0.1032 loss: 0.0205 recall@thr=0.5: 0.7794 prec@thr=0.5: 0.7745 recall@top3: 0.9020 prec@top3: 0.5196 recall@top5: 0.9608 prec@top5: 0.3412 loss_action_cls: 0.0205 2022/12/04 11:13:12 - mmengine - INFO - Epoch(train) [2][4200/4451] lr: 9.7462e-02 eta: 3:15:07 time: 0.3252 data_time: 0.0093 memory: 8771 grad_norm: 0.1078 loss: 0.0218 recall@thr=0.5: 0.7250 prec@thr=0.5: 0.9208 recall@top3: 0.8250 prec@top3: 0.7667 recall@top5: 0.9375 prec@top5: 0.5300 loss_action_cls: 0.0218 2022/12/04 11:13:18 - mmengine - INFO - Epoch(train) [2][4220/4451] lr: 9.7664e-02 eta: 3:15:00 time: 0.3264 data_time: 0.0092 memory: 8770 grad_norm: 0.1037 loss: 0.0217 recall@thr=0.5: 0.5741 prec@thr=0.5: 0.5278 recall@top3: 0.6389 prec@top3: 0.5185 recall@top5: 0.7593 prec@top5: 0.3667 loss_action_cls: 0.0217 2022/12/04 11:13:25 - mmengine - INFO - Epoch(train) [2][4240/4451] lr: 9.7867e-02 eta: 3:14:54 time: 0.3258 data_time: 0.0093 memory: 8770 grad_norm: 0.1118 loss: 0.0212 recall@thr=0.5: 0.5104 prec@thr=0.5: 0.6458 recall@top3: 0.7014 prec@top3: 0.6667 recall@top5: 0.8090 prec@top5: 0.4583 loss_action_cls: 0.0212 2022/12/04 11:13:31 - mmengine - INFO - Epoch(train) [2][4260/4451] lr: 9.8069e-02 eta: 3:14:47 time: 0.3261 data_time: 0.0091 memory: 8770 grad_norm: 0.1019 loss: 0.0227 recall@thr=0.5: 0.5385 prec@thr=0.5: 0.5641 recall@top3: 0.5897 prec@top3: 0.3846 recall@top5: 0.8205 prec@top5: 0.2923 loss_action_cls: 0.0227 2022/12/04 11:13:38 - mmengine - INFO - Epoch(train) [2][4280/4451] lr: 9.8271e-02 eta: 3:14:41 time: 0.3271 data_time: 0.0098 memory: 8780 grad_norm: 0.1036 loss: 0.0223 recall@thr=0.5: 0.4667 prec@thr=0.5: 0.6667 recall@top3: 0.6889 prec@top3: 0.5778 recall@top5: 0.9167 prec@top5: 0.4933 loss_action_cls: 0.0223 2022/12/04 11:13:44 - mmengine - INFO - Epoch(train) [2][4300/4451] lr: 9.8473e-02 eta: 3:14:34 time: 0.3263 data_time: 0.0093 memory: 8783 grad_norm: 0.1047 loss: 0.0221 recall@thr=0.5: 0.4583 prec@thr=0.5: 0.4583 recall@top3: 0.6250 prec@top3: 0.3958 recall@top5: 0.7188 prec@top5: 0.2750 loss_action_cls: 0.0221 2022/12/04 11:13:51 - mmengine - INFO - Epoch(train) [2][4320/4451] lr: 9.8675e-02 eta: 3:14:27 time: 0.3263 data_time: 0.0095 memory: 8777 grad_norm: 0.1074 loss: 0.0231 recall@thr=0.5: 0.5517 prec@thr=0.5: 0.7333 recall@top3: 0.6492 prec@top3: 0.5833 recall@top5: 0.8817 prec@top5: 0.5000 loss_action_cls: 0.0231 2022/12/04 11:13:57 - mmengine - INFO - Epoch(train) [2][4340/4451] lr: 9.8878e-02 eta: 3:14:21 time: 0.3262 data_time: 0.0095 memory: 8770 grad_norm: 0.1028 loss: 0.0210 recall@thr=0.5: 0.6389 prec@thr=0.5: 0.7460 recall@top3: 0.8333 prec@top3: 0.6825 recall@top5: 0.9365 prec@top5: 0.4762 loss_action_cls: 0.0210 2022/12/04 11:14:04 - mmengine - INFO - Epoch(train) [2][4360/4451] lr: 9.9080e-02 eta: 3:14:14 time: 0.3247 data_time: 0.0096 memory: 8771 grad_norm: 0.1050 loss: 0.0219 recall@thr=0.5: 0.5357 prec@thr=0.5: 0.5913 recall@top3: 0.7143 prec@top3: 0.5873 recall@top5: 0.9087 prec@top5: 0.4571 loss_action_cls: 0.0219 2022/12/04 11:14:10 - mmengine - INFO - Epoch(train) [2][4380/4451] lr: 9.9282e-02 eta: 3:14:08 time: 0.3263 data_time: 0.0094 memory: 8790 grad_norm: 0.1023 loss: 0.0229 recall@thr=0.5: 0.4598 prec@thr=0.5: 0.6034 recall@top3: 0.6897 prec@top3: 0.4368 recall@top5: 0.8448 prec@top5: 0.3172 loss_action_cls: 0.0229 2022/12/04 11:14:17 - mmengine - INFO - Epoch(train) [2][4400/4451] lr: 9.9484e-02 eta: 3:14:01 time: 0.3258 data_time: 0.0097 memory: 8771 grad_norm: 0.1045 loss: 0.0216 recall@thr=0.5: 0.6923 prec@thr=0.5: 0.5128 recall@top3: 0.7692 prec@top3: 0.3333 recall@top5: 0.7692 prec@top5: 0.2000 loss_action_cls: 0.0216 2022/12/04 11:14:24 - mmengine - INFO - Epoch(train) [2][4420/4451] lr: 9.9687e-02 eta: 3:13:55 time: 0.3255 data_time: 0.0108 memory: 8774 grad_norm: 0.1073 loss: 0.0235 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.9123 recall@top3: 0.8772 prec@top3: 0.7018 recall@top5: 0.9298 prec@top5: 0.4316 loss_action_cls: 0.0235 2022/12/04 11:14:30 - mmengine - INFO - Epoch(train) [2][4440/4451] lr: 9.9889e-02 eta: 3:13:48 time: 0.3258 data_time: 0.0103 memory: 8770 grad_norm: 0.1023 loss: 0.0236 recall@thr=0.5: 0.5205 prec@thr=0.5: 0.6763 recall@top3: 0.5397 prec@top3: 0.5256 recall@top5: 0.8462 prec@top5: 0.5000 loss_action_cls: 0.0236 2022/12/04 11:14:34 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 11:14:34 - mmengine - INFO - Epoch(train) [2][4451/4451] lr: 1.0000e-01 eta: 3:13:44 time: 0.3211 data_time: 0.0104 memory: 8770 grad_norm: 0.1036 loss: 0.0250 recall@thr=0.5: 0.4444 prec@thr=0.5: 0.7037 recall@top3: 0.6667 prec@top3: 0.5926 recall@top5: 0.8426 prec@top5: 0.4667 loss_action_cls: 0.0250 2022/12/04 11:14:34 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/12/04 11:14:40 - mmengine - INFO - Epoch(val) [2][ 20/6282] eta: 0:04:24 time: 0.0422 data_time: 0.0065 memory: 922 2022/12/04 11:14:41 - mmengine - INFO - Epoch(val) [2][ 40/6282] eta: 0:04:18 time: 0.0406 data_time: 0.0049 memory: 922 2022/12/04 11:14:41 - mmengine - INFO - Epoch(val) [2][ 60/6282] eta: 0:04:15 time: 0.0403 data_time: 0.0058 memory: 922 2022/12/04 11:14:42 - mmengine - INFO - Epoch(val) [2][ 80/6282] eta: 0:04:13 time: 0.0405 data_time: 0.0064 memory: 922 2022/12/04 11:14:43 - mmengine - INFO - Epoch(val) [2][ 100/6282] eta: 0:04:11 time: 0.0400 data_time: 0.0045 memory: 922 2022/12/04 11:14:44 - mmengine - INFO - Epoch(val) [2][ 120/6282] eta: 0:04:16 time: 0.0458 data_time: 0.0045 memory: 993 2022/12/04 11:14:45 - mmengine - INFO - Epoch(val) [2][ 140/6282] eta: 0:04:25 time: 0.0529 data_time: 0.0063 memory: 993 2022/12/04 11:14:46 - mmengine - INFO - Epoch(val) [2][ 160/6282] eta: 0:04:32 time: 0.0539 data_time: 0.0065 memory: 993 2022/12/04 11:14:47 - mmengine - INFO - Epoch(val) [2][ 180/6282] eta: 0:04:34 time: 0.0484 data_time: 0.0040 memory: 993 2022/12/04 11:14:48 - mmengine - INFO - Epoch(val) [2][ 200/6282] eta: 0:04:36 time: 0.0496 data_time: 0.0063 memory: 993 2022/12/04 11:14:49 - mmengine - INFO - Epoch(val) [2][ 220/6282] eta: 0:04:35 time: 0.0455 data_time: 0.0068 memory: 934 2022/12/04 11:14:50 - mmengine - INFO - Epoch(val) [2][ 240/6282] eta: 0:04:33 time: 0.0435 data_time: 0.0038 memory: 934 2022/12/04 11:14:51 - mmengine - INFO - Epoch(val) [2][ 260/6282] eta: 0:04:31 time: 0.0425 data_time: 0.0054 memory: 934 2022/12/04 11:14:51 - mmengine - INFO - Epoch(val) [2][ 280/6282] eta: 0:04:28 time: 0.0412 data_time: 0.0041 memory: 934 2022/12/04 11:14:52 - mmengine - INFO - Epoch(val) [2][ 300/6282] eta: 0:04:28 time: 0.0465 data_time: 0.0046 memory: 993 2022/12/04 11:14:53 - mmengine - INFO - Epoch(val) [2][ 320/6282] eta: 0:04:29 time: 0.0501 data_time: 0.0062 memory: 993 2022/12/04 11:14:54 - mmengine - INFO - Epoch(val) [2][ 340/6282] eta: 0:04:30 time: 0.0513 data_time: 0.0064 memory: 993 2022/12/04 11:14:55 - mmengine - INFO - Epoch(val) [2][ 360/6282] eta: 0:04:32 time: 0.0524 data_time: 0.0074 memory: 993 2022/12/04 11:14:57 - mmengine - INFO - Epoch(val) [2][ 380/6282] eta: 0:04:32 time: 0.0506 data_time: 0.0059 memory: 993 2022/12/04 11:14:57 - mmengine - INFO - Epoch(val) [2][ 400/6282] eta: 0:04:31 time: 0.0444 data_time: 0.0047 memory: 993 2022/12/04 11:14:58 - mmengine - INFO - Epoch(val) [2][ 420/6282] eta: 0:04:29 time: 0.0431 data_time: 0.0062 memory: 938 2022/12/04 11:14:59 - mmengine - INFO - Epoch(val) [2][ 440/6282] eta: 0:04:28 time: 0.0440 data_time: 0.0062 memory: 938 2022/12/04 11:15:00 - mmengine - INFO - Epoch(val) [2][ 460/6282] eta: 0:04:26 time: 0.0435 data_time: 0.0052 memory: 938 2022/12/04 11:15:01 - mmengine - INFO - Epoch(val) [2][ 480/6282] eta: 0:04:25 time: 0.0437 data_time: 0.0059 memory: 938 2022/12/04 11:15:02 - mmengine - INFO - Epoch(val) [2][ 500/6282] eta: 0:04:23 time: 0.0445 data_time: 0.0042 memory: 938 2022/12/04 11:15:03 - mmengine - INFO - Epoch(val) [2][ 520/6282] eta: 0:04:21 time: 0.0402 data_time: 0.0048 memory: 934 2022/12/04 11:15:03 - mmengine - INFO - Epoch(val) [2][ 540/6282] eta: 0:04:20 time: 0.0424 data_time: 0.0054 memory: 934 2022/12/04 11:15:04 - mmengine - INFO - Epoch(val) [2][ 560/6282] eta: 0:04:19 time: 0.0440 data_time: 0.0043 memory: 934 2022/12/04 11:15:05 - mmengine - INFO - Epoch(val) [2][ 580/6282] eta: 0:04:19 time: 0.0529 data_time: 0.0082 memory: 934 2022/12/04 11:15:07 - mmengine - INFO - Epoch(val) [2][ 600/6282] eta: 0:04:20 time: 0.0558 data_time: 0.0073 memory: 934 2022/12/04 11:15:08 - mmengine - INFO - Epoch(val) [2][ 620/6282] eta: 0:04:21 time: 0.0537 data_time: 0.0090 memory: 934 2022/12/04 11:15:09 - mmengine - INFO - Epoch(val) [2][ 640/6282] eta: 0:04:21 time: 0.0524 data_time: 0.0085 memory: 931 2022/12/04 11:15:10 - mmengine - INFO - Epoch(val) [2][ 660/6282] eta: 0:04:21 time: 0.0527 data_time: 0.0079 memory: 931 2022/12/04 11:15:11 - mmengine - INFO - Epoch(val) [2][ 680/6282] eta: 0:04:20 time: 0.0431 data_time: 0.0066 memory: 931 2022/12/04 11:15:11 - mmengine - INFO - Epoch(val) [2][ 700/6282] eta: 0:04:18 time: 0.0427 data_time: 0.0043 memory: 931 2022/12/04 11:15:12 - mmengine - INFO - Epoch(val) [2][ 720/6282] eta: 0:04:18 time: 0.0504 data_time: 0.0072 memory: 993 2022/12/04 11:15:13 - mmengine - INFO - Epoch(val) [2][ 740/6282] eta: 0:04:17 time: 0.0510 data_time: 0.0044 memory: 993 2022/12/04 11:15:14 - mmengine - INFO - Epoch(val) [2][ 760/6282] eta: 0:04:17 time: 0.0497 data_time: 0.0051 memory: 993 2022/12/04 11:15:15 - mmengine - INFO - Epoch(val) [2][ 780/6282] eta: 0:04:16 time: 0.0493 data_time: 0.0050 memory: 993 2022/12/04 11:15:16 - mmengine - INFO - Epoch(val) [2][ 800/6282] eta: 0:04:16 time: 0.0505 data_time: 0.0054 memory: 993 2022/12/04 11:15:17 - mmengine - INFO - Epoch(val) [2][ 820/6282] eta: 0:04:15 time: 0.0465 data_time: 0.0043 memory: 993 2022/12/04 11:15:18 - mmengine - INFO - Epoch(val) [2][ 840/6282] eta: 0:04:14 time: 0.0442 data_time: 0.0042 memory: 934 2022/12/04 11:15:19 - mmengine - INFO - Epoch(val) [2][ 860/6282] eta: 0:04:13 time: 0.0457 data_time: 0.0065 memory: 934 2022/12/04 11:15:20 - mmengine - INFO - Epoch(val) [2][ 880/6282] eta: 0:04:11 time: 0.0430 data_time: 0.0039 memory: 934 2022/12/04 11:15:21 - mmengine - INFO - Epoch(val) [2][ 900/6282] eta: 0:04:10 time: 0.0433 data_time: 0.0059 memory: 934 2022/12/04 11:15:22 - mmengine - INFO - Epoch(val) [2][ 920/6282] eta: 0:04:08 time: 0.0410 data_time: 0.0056 memory: 934 2022/12/04 11:15:23 - mmengine - INFO - Epoch(val) [2][ 940/6282] eta: 0:04:07 time: 0.0414 data_time: 0.0051 memory: 922 2022/12/04 11:15:23 - mmengine - INFO - Epoch(val) [2][ 960/6282] eta: 0:04:06 time: 0.0434 data_time: 0.0059 memory: 922 2022/12/04 11:15:24 - mmengine - INFO - Epoch(val) [2][ 980/6282] eta: 0:04:04 time: 0.0411 data_time: 0.0045 memory: 922 2022/12/04 11:15:25 - mmengine - INFO - Epoch(val) 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data_time: 0.0052 memory: 993 2022/12/04 11:15:43 - mmengine - INFO - Epoch(val) [2][1340/6282] eta: 0:03:55 time: 0.0471 data_time: 0.0044 memory: 993 2022/12/04 11:15:44 - mmengine - INFO - Epoch(val) [2][1360/6282] eta: 0:03:54 time: 0.0495 data_time: 0.0050 memory: 993 2022/12/04 11:15:45 - mmengine - INFO - Epoch(val) [2][1380/6282] eta: 0:03:53 time: 0.0478 data_time: 0.0049 memory: 993 2022/12/04 11:15:46 - mmengine - INFO - Epoch(val) [2][1400/6282] eta: 0:03:52 time: 0.0440 data_time: 0.0045 memory: 993 2022/12/04 11:15:47 - mmengine - INFO - Epoch(val) [2][1420/6282] eta: 0:03:51 time: 0.0449 data_time: 0.0037 memory: 993 2022/12/04 11:15:47 - mmengine - INFO - Epoch(val) [2][1440/6282] eta: 0:03:49 time: 0.0433 data_time: 0.0043 memory: 993 2022/12/04 11:15:48 - mmengine - INFO - Epoch(val) [2][1460/6282] eta: 0:03:48 time: 0.0429 data_time: 0.0036 memory: 993 2022/12/04 11:15:49 - mmengine - INFO - Epoch(val) [2][1480/6282] eta: 0:03:47 time: 0.0446 data_time: 0.0052 memory: 993 2022/12/04 11:15:50 - mmengine - INFO - Epoch(val) [2][1500/6282] eta: 0:03:46 time: 0.0444 data_time: 0.0045 memory: 993 2022/12/04 11:15:51 - mmengine - INFO - Epoch(val) [2][1520/6282] eta: 0:03:45 time: 0.0445 data_time: 0.0036 memory: 1080 2022/12/04 11:15:52 - mmengine - INFO - Epoch(val) [2][1540/6282] eta: 0:03:44 time: 0.0488 data_time: 0.0040 memory: 1080 2022/12/04 11:15:53 - mmengine - INFO - Epoch(val) [2][1560/6282] eta: 0:03:43 time: 0.0510 data_time: 0.0046 memory: 1080 2022/12/04 11:15:54 - mmengine - INFO - Epoch(val) [2][1580/6282] eta: 0:03:43 time: 0.0513 data_time: 0.0041 memory: 1080 2022/12/04 11:15:55 - mmengine - INFO - Epoch(val) [2][1600/6282] eta: 0:03:42 time: 0.0486 data_time: 0.0036 memory: 1080 2022/12/04 11:15:56 - mmengine - INFO - Epoch(val) [2][1620/6282] eta: 0:03:41 time: 0.0488 data_time: 0.0041 memory: 1080 2022/12/04 11:15:57 - mmengine - INFO - Epoch(val) [2][1640/6282] eta: 0:03:40 time: 0.0432 data_time: 0.0040 memory: 993 2022/12/04 11:15:58 - mmengine - INFO - Epoch(val) [2][1660/6282] eta: 0:03:38 time: 0.0436 data_time: 0.0040 memory: 993 2022/12/04 11:15:59 - mmengine - INFO - Epoch(val) [2][1680/6282] eta: 0:03:37 time: 0.0434 data_time: 0.0035 memory: 993 2022/12/04 11:16:00 - mmengine - INFO - Epoch(val) [2][1700/6282] eta: 0:03:37 time: 0.0552 data_time: 0.0066 memory: 993 2022/12/04 11:16:01 - mmengine - INFO - Epoch(val) [2][1720/6282] eta: 0:03:37 time: 0.0613 data_time: 0.0094 memory: 993 2022/12/04 11:16:02 - mmengine - INFO - Epoch(val) [2][1740/6282] eta: 0:03:36 time: 0.0632 data_time: 0.0088 memory: 993 2022/12/04 11:16:03 - mmengine - INFO - Epoch(val) [2][1760/6282] eta: 0:03:36 time: 0.0553 data_time: 0.0076 memory: 993 2022/12/04 11:16:04 - mmengine - INFO - Epoch(val) [2][1780/6282] eta: 0:03:35 time: 0.0548 data_time: 0.0070 memory: 993 2022/12/04 11:16:05 - mmengine - INFO - Epoch(val) [2][1800/6282] eta: 0:03:34 time: 0.0506 data_time: 0.0054 memory: 993 2022/12/04 11:16:06 - mmengine - INFO - Epoch(val) [2][1820/6282] eta: 0:03:33 time: 0.0472 data_time: 0.0054 memory: 993 2022/12/04 11:16:07 - mmengine - INFO - Epoch(val) [2][1840/6282] eta: 0:03:32 time: 0.0463 data_time: 0.0041 memory: 993 2022/12/04 11:16:08 - mmengine - INFO - Epoch(val) [2][1860/6282] eta: 0:03:31 time: 0.0496 data_time: 0.0044 memory: 993 2022/12/04 11:16:09 - mmengine - INFO - Epoch(val) [2][1880/6282] eta: 0:03:31 time: 0.0519 data_time: 0.0057 memory: 993 2022/12/04 11:16:10 - mmengine - INFO - Epoch(val) [2][1900/6282] eta: 0:03:30 time: 0.0487 data_time: 0.0047 memory: 993 2022/12/04 11:16:11 - mmengine - INFO - Epoch(val) [2][1920/6282] eta: 0:03:29 time: 0.0500 data_time: 0.0060 memory: 993 2022/12/04 11:16:12 - mmengine - INFO - Epoch(val) [2][1940/6282] eta: 0:03:28 time: 0.0462 data_time: 0.0039 memory: 993 2022/12/04 11:16:13 - mmengine - INFO - Epoch(val) [2][1960/6282] eta: 0:03:27 time: 0.0447 data_time: 0.0086 memory: 938 2022/12/04 11:16:14 - mmengine - INFO - Epoch(val) [2][1980/6282] eta: 0:03:26 time: 0.0414 data_time: 0.0053 memory: 938 2022/12/04 11:16:15 - mmengine - INFO - Epoch(val) [2][2000/6282] eta: 0:03:25 time: 0.0463 data_time: 0.0046 memory: 938 2022/12/04 11:16:16 - mmengine - INFO - Epoch(val) [2][2020/6282] eta: 0:03:23 time: 0.0407 data_time: 0.0051 memory: 938 2022/12/04 11:16:17 - mmengine - INFO - Epoch(val) [2][2040/6282] eta: 0:03:22 time: 0.0420 data_time: 0.0049 memory: 938 2022/12/04 11:16:17 - mmengine - INFO - Epoch(val) [2][2060/6282] eta: 0:03:21 time: 0.0414 data_time: 0.0033 memory: 938 2022/12/04 11:16:18 - mmengine - INFO - Epoch(val) [2][2080/6282] eta: 0:03:20 time: 0.0436 data_time: 0.0066 memory: 938 2022/12/04 11:16:19 - mmengine - INFO - Epoch(val) [2][2100/6282] eta: 0:03:19 time: 0.0432 data_time: 0.0048 memory: 938 2022/12/04 11:16:20 - mmengine - INFO - Epoch(val) [2][2120/6282] eta: 0:03:18 time: 0.0443 data_time: 0.0051 memory: 938 2022/12/04 11:16:21 - mmengine - INFO - Epoch(val) 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0:03:08 time: 0.0453 data_time: 0.0050 memory: 938 2022/12/04 11:16:29 - mmengine - INFO - Epoch(val) [2][2320/6282] eta: 0:03:07 time: 0.0445 data_time: 0.0039 memory: 938 2022/12/04 11:16:30 - mmengine - INFO - Epoch(val) [2][2340/6282] eta: 0:03:06 time: 0.0448 data_time: 0.0049 memory: 938 2022/12/04 11:16:30 - mmengine - INFO - Epoch(val) [2][2360/6282] eta: 0:03:05 time: 0.0433 data_time: 0.0062 memory: 934 2022/12/04 11:16:31 - mmengine - INFO - Epoch(val) [2][2380/6282] eta: 0:03:03 time: 0.0438 data_time: 0.0069 memory: 934 2022/12/04 11:16:32 - mmengine - INFO - Epoch(val) [2][2400/6282] eta: 0:03:03 time: 0.0497 data_time: 0.0064 memory: 934 2022/12/04 11:16:33 - mmengine - INFO - Epoch(val) [2][2420/6282] eta: 0:03:02 time: 0.0504 data_time: 0.0068 memory: 934 2022/12/04 11:16:34 - mmengine - INFO - Epoch(val) [2][2440/6282] eta: 0:03:01 time: 0.0542 data_time: 0.0087 memory: 934 2022/12/04 11:16:36 - mmengine - INFO - Epoch(val) [2][2460/6282] eta: 0:03:00 time: 0.0595 data_time: 0.0095 memory: 993 2022/12/04 11:16:37 - mmengine - INFO - Epoch(val) [2][2480/6282] eta: 0:03:00 time: 0.0598 data_time: 0.0095 memory: 993 2022/12/04 11:16:38 - mmengine - INFO - Epoch(val) [2][2500/6282] eta: 0:02:59 time: 0.0533 data_time: 0.0071 memory: 993 2022/12/04 11:16:39 - mmengine - INFO - Epoch(val) [2][2520/6282] eta: 0:02:58 time: 0.0468 data_time: 0.0055 memory: 993 2022/12/04 11:16:40 - mmengine - INFO - Epoch(val) [2][2540/6282] eta: 0:02:57 time: 0.0451 data_time: 0.0042 memory: 993 2022/12/04 11:16:41 - mmengine - INFO - Epoch(val) [2][2560/6282] eta: 0:02:56 time: 0.0438 data_time: 0.0043 memory: 993 2022/12/04 11:16:42 - mmengine - INFO - Epoch(val) [2][2580/6282] eta: 0:02:55 time: 0.0464 data_time: 0.0046 memory: 993 2022/12/04 11:16:42 - mmengine - INFO - Epoch(val) [2][2600/6282] eta: 0:02:54 time: 0.0447 data_time: 0.0036 memory: 993 2022/12/04 11:16:43 - mmengine - INFO - Epoch(val) [2][2620/6282] eta: 0:02:53 time: 0.0476 data_time: 0.0044 memory: 993 2022/12/04 11:16:44 - mmengine - INFO - Epoch(val) [2][2640/6282] eta: 0:02:52 time: 0.0483 data_time: 0.0048 memory: 993 2022/12/04 11:16:45 - mmengine - INFO - Epoch(val) [2][2660/6282] eta: 0:02:51 time: 0.0557 data_time: 0.0047 memory: 1071 2022/12/04 11:16:47 - mmengine - INFO - Epoch(val) [2][2680/6282] eta: 0:02:51 time: 0.0554 data_time: 0.0063 memory: 1071 2022/12/04 11:16:48 - mmengine - INFO - Epoch(val) [2][2700/6282] eta: 0:02:50 time: 0.0552 data_time: 0.0051 memory: 1071 2022/12/04 11:16:49 - mmengine - INFO - Epoch(val) [2][2720/6282] eta: 0:02:49 time: 0.0570 data_time: 0.0067 memory: 1071 2022/12/04 11:16:50 - mmengine - INFO - Epoch(val) [2][2740/6282] eta: 0:02:48 time: 0.0531 data_time: 0.0057 memory: 1071 2022/12/04 11:16:51 - mmengine - INFO - Epoch(val) [2][2760/6282] eta: 0:02:47 time: 0.0430 data_time: 0.0041 memory: 938 2022/12/04 11:16:52 - mmengine - INFO - Epoch(val) [2][2780/6282] eta: 0:02:46 time: 0.0419 data_time: 0.0049 memory: 938 2022/12/04 11:16:52 - mmengine - INFO - Epoch(val) [2][2800/6282] eta: 0:02:45 time: 0.0413 data_time: 0.0043 memory: 938 2022/12/04 11:16:53 - mmengine - INFO - Epoch(val) [2][2820/6282] eta: 0:02:44 time: 0.0387 data_time: 0.0040 memory: 938 2022/12/04 11:16:54 - mmengine - INFO - Epoch(val) [2][2840/6282] eta: 0:02:43 time: 0.0425 data_time: 0.0062 memory: 938 2022/12/04 11:16:55 - mmengine - INFO - Epoch(val) [2][2860/6282] eta: 0:02:42 time: 0.0464 data_time: 0.0045 memory: 993 2022/12/04 11:16:56 - mmengine - INFO - Epoch(val) [2][2880/6282] eta: 0:02:41 time: 0.0462 data_time: 0.0053 memory: 993 2022/12/04 11:16:57 - mmengine - INFO - Epoch(val) [2][2900/6282] eta: 0:02:40 time: 0.0432 data_time: 0.0046 memory: 993 2022/12/04 11:16:58 - mmengine - INFO - Epoch(val) [2][2920/6282] eta: 0:02:39 time: 0.0421 data_time: 0.0043 memory: 993 2022/12/04 11:16:58 - mmengine - INFO - Epoch(val) [2][2940/6282] eta: 0:02:38 time: 0.0415 data_time: 0.0041 memory: 962 2022/12/04 11:16:59 - mmengine - INFO - Epoch(val) [2][2960/6282] eta: 0:02:37 time: 0.0410 data_time: 0.0039 memory: 962 2022/12/04 11:17:00 - mmengine - INFO - Epoch(val) [2][2980/6282] eta: 0:02:36 time: 0.0451 data_time: 0.0042 memory: 962 2022/12/04 11:17:01 - mmengine - INFO - Epoch(val) [2][3000/6282] eta: 0:02:35 time: 0.0451 data_time: 0.0064 memory: 962 2022/12/04 11:17:02 - mmengine - INFO - Epoch(val) [2][3020/6282] eta: 0:02:34 time: 0.0481 data_time: 0.0055 memory: 993 2022/12/04 11:17:03 - mmengine - INFO - Epoch(val) [2][3040/6282] eta: 0:02:33 time: 0.0526 data_time: 0.0060 memory: 993 2022/12/04 11:17:04 - mmengine - INFO - Epoch(val) [2][3060/6282] eta: 0:02:32 time: 0.0492 data_time: 0.0064 memory: 993 2022/12/04 11:17:05 - mmengine - INFO - Epoch(val) [2][3080/6282] eta: 0:02:31 time: 0.0486 data_time: 0.0059 memory: 993 2022/12/04 11:17:06 - mmengine - INFO - Epoch(val) [2][3100/6282] eta: 0:02:30 time: 0.0451 data_time: 0.0044 memory: 993 2022/12/04 11:17:07 - mmengine - INFO - Epoch(val) [2][3120/6282] eta: 0:02:29 time: 0.0433 data_time: 0.0064 memory: 938 2022/12/04 11:17:08 - mmengine - INFO - Epoch(val) [2][3140/6282] eta: 0:02:28 time: 0.0396 data_time: 0.0041 memory: 938 2022/12/04 11:17:08 - mmengine - INFO - Epoch(val) [2][3160/6282] eta: 0:02:27 time: 0.0398 data_time: 0.0042 memory: 938 2022/12/04 11:17:09 - mmengine - INFO - Epoch(val) [2][3180/6282] eta: 0:02:26 time: 0.0413 data_time: 0.0049 memory: 938 2022/12/04 11:17:10 - mmengine - INFO - Epoch(val) [2][3200/6282] eta: 0:02:25 time: 0.0443 data_time: 0.0048 memory: 993 2022/12/04 11:17:11 - mmengine - INFO - Epoch(val) [2][3220/6282] eta: 0:02:24 time: 0.0457 data_time: 0.0038 memory: 993 2022/12/04 11:17:12 - mmengine - INFO - Epoch(val) [2][3240/6282] eta: 0:02:23 time: 0.0466 data_time: 0.0045 memory: 993 2022/12/04 11:17:13 - mmengine - INFO - Epoch(val) [2][3260/6282] eta: 0:02:22 time: 0.0488 data_time: 0.0053 memory: 993 2022/12/04 11:17:14 - mmengine - INFO - Epoch(val) [2][3280/6282] eta: 0:02:21 time: 0.0480 data_time: 0.0047 memory: 993 2022/12/04 11:17:15 - mmengine - INFO - Epoch(val) [2][3300/6282] eta: 0:02:20 time: 0.0473 data_time: 0.0044 memory: 993 2022/12/04 11:17:16 - mmengine - INFO - Epoch(val) [2][3320/6282] eta: 0:02:19 time: 0.0488 data_time: 0.0044 memory: 993 2022/12/04 11:17:17 - mmengine - INFO - Epoch(val) [2][3340/6282] eta: 0:02:18 time: 0.0470 data_time: 0.0046 memory: 993 2022/12/04 11:17:18 - mmengine - INFO - Epoch(val) [2][3360/6282] eta: 0:02:17 time: 0.0443 data_time: 0.0042 memory: 993 2022/12/04 11:17:19 - mmengine - INFO - Epoch(val) [2][3380/6282] eta: 0:02:16 time: 0.0469 data_time: 0.0042 memory: 993 2022/12/04 11:17:19 - mmengine - INFO - Epoch(val) [2][3400/6282] eta: 0:02:15 time: 0.0427 data_time: 0.0049 memory: 934 2022/12/04 11:17:20 - mmengine - INFO - Epoch(val) [2][3420/6282] eta: 0:02:14 time: 0.0423 data_time: 0.0044 memory: 934 2022/12/04 11:17:21 - mmengine - INFO - Epoch(val) [2][3440/6282] eta: 0:02:13 time: 0.0422 data_time: 0.0040 memory: 934 2022/12/04 11:17:22 - mmengine - INFO - Epoch(val) [2][3460/6282] eta: 0:02:12 time: 0.0422 data_time: 0.0064 memory: 934 2022/12/04 11:17:23 - mmengine - INFO - Epoch(val) [2][3480/6282] eta: 0:02:11 time: 0.0394 data_time: 0.0039 memory: 934 2022/12/04 11:17:24 - mmengine - INFO - Epoch(val) [2][3500/6282] eta: 0:02:10 time: 0.0424 data_time: 0.0055 memory: 934 2022/12/04 11:17:25 - mmengine - INFO - Epoch(val) [2][3520/6282] eta: 0:02:09 time: 0.0447 data_time: 0.0050 memory: 934 2022/12/04 11:17:25 - mmengine - INFO - Epoch(val) [2][3540/6282] eta: 0:02:08 time: 0.0449 data_time: 0.0063 memory: 934 2022/12/04 11:17:26 - mmengine - INFO - Epoch(val) [2][3560/6282] eta: 0:02:07 time: 0.0435 data_time: 0.0047 memory: 934 2022/12/04 11:17:27 - mmengine - INFO - Epoch(val) [2][3580/6282] eta: 0:02:06 time: 0.0466 data_time: 0.0063 memory: 976 2022/12/04 11:17:28 - mmengine - INFO - Epoch(val) [2][3600/6282] eta: 0:02:05 time: 0.0441 data_time: 0.0040 memory: 976 2022/12/04 11:17:29 - mmengine - INFO - Epoch(val) [2][3620/6282] eta: 0:02:04 time: 0.0459 data_time: 0.0062 memory: 976 2022/12/04 11:17:30 - mmengine - INFO - Epoch(val) [2][3640/6282] eta: 0:02:03 time: 0.0493 data_time: 0.0067 memory: 976 2022/12/04 11:17:31 - mmengine - INFO - Epoch(val) [2][3660/6282] eta: 0:02:03 time: 0.0470 data_time: 0.0063 memory: 976 2022/12/04 11:17:32 - mmengine - INFO - Epoch(val) [2][3680/6282] eta: 0:02:02 time: 0.0469 data_time: 0.0055 memory: 993 2022/12/04 11:17:33 - mmengine - INFO - Epoch(val) [2][3700/6282] eta: 0:02:01 time: 0.0497 data_time: 0.0062 memory: 993 2022/12/04 11:17:34 - mmengine - INFO - Epoch(val) [2][3720/6282] eta: 0:02:00 time: 0.0507 data_time: 0.0067 memory: 993 2022/12/04 11:17:35 - mmengine - INFO - Epoch(val) [2][3740/6282] eta: 0:01:59 time: 0.0476 data_time: 0.0050 memory: 993 2022/12/04 11:17:36 - mmengine - INFO - Epoch(val) [2][3760/6282] eta: 0:01:58 time: 0.0490 data_time: 0.0058 memory: 993 2022/12/04 11:17:37 - mmengine - INFO - Epoch(val) [2][3780/6282] eta: 0:01:57 time: 0.0493 data_time: 0.0056 memory: 993 2022/12/04 11:17:38 - mmengine - INFO - Epoch(val) [2][3800/6282] eta: 0:01:56 time: 0.0479 data_time: 0.0056 memory: 993 2022/12/04 11:17:39 - mmengine - INFO - Epoch(val) [2][3820/6282] eta: 0:01:55 time: 0.0461 data_time: 0.0055 memory: 993 2022/12/04 11:17:40 - mmengine - INFO - Epoch(val) [2][3840/6282] eta: 0:01:54 time: 0.0458 data_time: 0.0056 memory: 993 2022/12/04 11:17:41 - mmengine - INFO - Epoch(val) [2][3860/6282] eta: 0:01:53 time: 0.0444 data_time: 0.0039 memory: 993 2022/12/04 11:17:41 - mmengine - INFO - Epoch(val) [2][3880/6282] eta: 0:01:52 time: 0.0452 data_time: 0.0046 memory: 993 2022/12/04 11:17:42 - mmengine - INFO - Epoch(val) [2][3900/6282] eta: 0:01:51 time: 0.0434 data_time: 0.0032 memory: 993 2022/12/04 11:17:43 - mmengine - INFO - Epoch(val) [2][3920/6282] eta: 0:01:50 time: 0.0425 data_time: 0.0033 memory: 993 2022/12/04 11:17:44 - mmengine - INFO - Epoch(val) [2][3940/6282] eta: 0:01:49 time: 0.0414 data_time: 0.0025 memory: 993 2022/12/04 11:17:45 - mmengine - INFO - Epoch(val) [2][3960/6282] eta: 0:01:48 time: 0.0411 data_time: 0.0037 memory: 993 2022/12/04 11:17:46 - mmengine - INFO - Epoch(val) [2][3980/6282] eta: 0:01:47 time: 0.0412 data_time: 0.0030 memory: 993 2022/12/04 11:17:46 - mmengine - INFO - Epoch(val) [2][4000/6282] eta: 0:01:46 time: 0.0410 data_time: 0.0038 memory: 993 2022/12/04 11:17:47 - mmengine - INFO - Epoch(val) [2][4020/6282] eta: 0:01:45 time: 0.0470 data_time: 0.0057 memory: 993 2022/12/04 11:17:49 - mmengine - INFO - Epoch(val) [2][4040/6282] eta: 0:01:44 time: 0.0541 data_time: 0.0065 memory: 1071 2022/12/04 11:17:50 - mmengine - INFO - Epoch(val) [2][4060/6282] eta: 0:01:44 time: 0.0570 data_time: 0.0053 memory: 1071 2022/12/04 11:17:51 - mmengine - INFO - Epoch(val) [2][4080/6282] eta: 0:01:43 time: 0.0554 data_time: 0.0063 memory: 1071 2022/12/04 11:17:52 - mmengine - INFO - Epoch(val) [2][4100/6282] eta: 0:01:42 time: 0.0544 data_time: 0.0044 memory: 1071 2022/12/04 11:17:53 - mmengine - INFO - Epoch(val) [2][4120/6282] eta: 0:01:41 time: 0.0538 data_time: 0.0050 memory: 1071 2022/12/04 11:17:54 - mmengine - INFO - Epoch(val) [2][4140/6282] eta: 0:01:40 time: 0.0546 data_time: 0.0072 memory: 1071 2022/12/04 11:17:55 - mmengine - INFO - Epoch(val) [2][4160/6282] eta: 0:01:39 time: 0.0440 data_time: 0.0063 memory: 934 2022/12/04 11:17:56 - mmengine - INFO - Epoch(val) [2][4180/6282] eta: 0:01:38 time: 0.0413 data_time: 0.0070 memory: 934 2022/12/04 11:17:57 - mmengine - INFO - Epoch(val) [2][4200/6282] eta: 0:01:37 time: 0.0397 data_time: 0.0028 memory: 934 2022/12/04 11:17:57 - mmengine - INFO - Epoch(val) [2][4220/6282] eta: 0:01:36 time: 0.0392 data_time: 0.0045 memory: 934 2022/12/04 11:17:58 - mmengine - INFO - Epoch(val) [2][4240/6282] eta: 0:01:35 time: 0.0376 data_time: 0.0039 memory: 934 2022/12/04 11:17:59 - mmengine - INFO - Epoch(val) 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Epoch(val) [2][5240/6282] eta: 0:00:48 time: 0.0463 data_time: 0.0045 memory: 933 2022/12/04 11:18:43 - mmengine - INFO - Epoch(val) [2][5260/6282] eta: 0:00:47 time: 0.0424 data_time: 0.0061 memory: 933 2022/12/04 11:18:44 - mmengine - INFO - Epoch(val) [2][5280/6282] eta: 0:00:46 time: 0.0450 data_time: 0.0076 memory: 933 2022/12/04 11:18:45 - mmengine - INFO - Epoch(val) [2][5300/6282] eta: 0:00:45 time: 0.0423 data_time: 0.0047 memory: 933 2022/12/04 11:18:46 - mmengine - INFO - Epoch(val) [2][5320/6282] eta: 0:00:44 time: 0.0436 data_time: 0.0052 memory: 934 2022/12/04 11:18:47 - mmengine - INFO - Epoch(val) [2][5340/6282] eta: 0:00:43 time: 0.0431 data_time: 0.0058 memory: 934 2022/12/04 11:18:48 - mmengine - INFO - Epoch(val) [2][5360/6282] eta: 0:00:42 time: 0.0426 data_time: 0.0062 memory: 934 2022/12/04 11:18:48 - mmengine - INFO - Epoch(val) [2][5380/6282] eta: 0:00:41 time: 0.0422 data_time: 0.0053 memory: 934 2022/12/04 11:18:49 - mmengine - INFO - Epoch(val) 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memory: 955 2022/12/04 11:19:11 - mmengine - INFO - Epoch(val) [2][5900/6282] eta: 0:00:17 time: 0.0409 data_time: 0.0060 memory: 955 2022/12/04 11:19:12 - mmengine - INFO - Epoch(val) [2][5920/6282] eta: 0:00:16 time: 0.0412 data_time: 0.0043 memory: 955 2022/12/04 11:19:13 - mmengine - INFO - Epoch(val) [2][5940/6282] eta: 0:00:15 time: 0.0425 data_time: 0.0047 memory: 934 2022/12/04 11:19:14 - mmengine - INFO - Epoch(val) [2][5960/6282] eta: 0:00:14 time: 0.0444 data_time: 0.0072 memory: 934 2022/12/04 11:19:14 - mmengine - INFO - Epoch(val) [2][5980/6282] eta: 0:00:13 time: 0.0437 data_time: 0.0069 memory: 934 2022/12/04 11:19:15 - mmengine - INFO - Epoch(val) [2][6000/6282] eta: 0:00:12 time: 0.0489 data_time: 0.0055 memory: 993 2022/12/04 11:19:16 - mmengine - INFO - Epoch(val) [2][6020/6282] eta: 0:00:12 time: 0.0474 data_time: 0.0055 memory: 993 2022/12/04 11:19:17 - mmengine - INFO - Epoch(val) [2][6040/6282] eta: 0:00:11 time: 0.0459 data_time: 0.0049 memory: 993 2022/12/04 11:19:18 - mmengine - INFO - Epoch(val) [2][6060/6282] eta: 0:00:10 time: 0.0451 data_time: 0.0035 memory: 993 2022/12/04 11:19:19 - mmengine - INFO - Epoch(val) [2][6080/6282] eta: 0:00:09 time: 0.0460 data_time: 0.0044 memory: 993 2022/12/04 11:19:20 - mmengine - INFO - Epoch(val) [2][6100/6282] eta: 0:00:08 time: 0.0447 data_time: 0.0045 memory: 993 2022/12/04 11:19:21 - mmengine - INFO - Epoch(val) [2][6120/6282] eta: 0:00:07 time: 0.0465 data_time: 0.0050 memory: 993 2022/12/04 11:19:22 - mmengine - INFO - Epoch(val) [2][6140/6282] eta: 0:00:06 time: 0.0362 data_time: 0.0022 memory: 993 2022/12/04 11:19:22 - mmengine - INFO - Epoch(val) [2][6160/6282] eta: 0:00:05 time: 0.0330 data_time: 0.0017 memory: 993 2022/12/04 11:19:23 - mmengine - INFO - Epoch(val) [2][6180/6282] eta: 0:00:04 time: 0.0327 data_time: 0.0015 memory: 993 2022/12/04 11:19:24 - mmengine - INFO - Epoch(val) [2][6200/6282] eta: 0:00:03 time: 0.0328 data_time: 0.0015 memory: 993 2022/12/04 11:19:24 - mmengine - INFO - Epoch(val) [2][6220/6282] eta: 0:00:02 time: 0.0324 data_time: 0.0014 memory: 993 2022/12/04 11:19:25 - mmengine - INFO - Epoch(val) [2][6240/6282] eta: 0:00:01 time: 0.0325 data_time: 0.0014 memory: 993 2022/12/04 11:19:26 - mmengine - INFO - Epoch(val) [2][6260/6282] eta: 0:00:01 time: 0.0327 data_time: 0.0014 memory: 993 2022/12/04 11:19:26 - mmengine - INFO - Epoch(val) [2][6280/6282] eta: 0:00:00 time: 0.0325 data_time: 0.0015 memory: 993 2022/12/04 11:24:45 - mmengine - INFO - Epoch(val) [2][6282/6282] mAP/mAP@0.5IOU: 0.2793 2022/12/04 11:24:45 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/hukai/mmaction2/work_dirs/slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb/best_mAP/mAP@0.5IOU_epoch_1.pth is removed 2022/12/04 11:24:48 - mmengine - INFO - The best checkpoint with 0.2793 mAP/mAP@0.5IOU at 2 epoch is saved to best_mAP/mAP@0.5IOU_epoch_2.pth. 2022/12/04 11:24:54 - mmengine - INFO - Epoch(train) [3][ 20/4451] lr: 1.0000e-01 eta: 3:13:38 time: 0.3396 data_time: 0.0283 memory: 8799 grad_norm: 0.0990 loss: 0.0212 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.7467 recall@top3: 0.8733 prec@top3: 0.5600 recall@top5: 1.0000 prec@top5: 0.3920 loss_action_cls: 0.0212 2022/12/04 11:25:01 - mmengine - INFO - Epoch(train) [3][ 40/4451] lr: 1.0000e-01 eta: 3:13:32 time: 0.3276 data_time: 0.0104 memory: 8809 grad_norm: 0.1098 loss: 0.0211 recall@thr=0.5: 0.3462 prec@thr=0.5: 0.3718 recall@top3: 0.7179 prec@top3: 0.4103 recall@top5: 0.9231 prec@top5: 0.3385 loss_action_cls: 0.0211 2022/12/04 11:25:07 - mmengine - INFO - Epoch(train) [3][ 60/4451] lr: 9.9999e-02 eta: 3:13:25 time: 0.3252 data_time: 0.0111 memory: 8770 grad_norm: 0.1128 loss: 0.0203 recall@thr=0.5: 0.6981 prec@thr=0.5: 0.7852 recall@top3: 0.8130 prec@top3: 0.5185 recall@top5: 0.9778 prec@top5: 0.4111 loss_action_cls: 0.0203 2022/12/04 11:25:14 - mmengine - INFO - Epoch(train) [3][ 80/4451] lr: 9.9999e-02 eta: 3:13:19 time: 0.3267 data_time: 0.0101 memory: 8819 grad_norm: 0.1118 loss: 0.0217 recall@thr=0.5: 0.4219 prec@thr=0.5: 0.4948 recall@top3: 0.7188 prec@top3: 0.4583 recall@top5: 0.7708 prec@top5: 0.3000 loss_action_cls: 0.0217 2022/12/04 11:25:20 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 11:25:21 - mmengine - INFO - Epoch(train) [3][ 100/4451] lr: 9.9998e-02 eta: 3:13:12 time: 0.3254 data_time: 0.0109 memory: 8774 grad_norm: 0.1065 loss: 0.0236 recall@thr=0.5: 0.4710 prec@thr=0.5: 0.6630 recall@top3: 0.5978 prec@top3: 0.4638 recall@top5: 0.8514 prec@top5: 0.4000 loss_action_cls: 0.0236 2022/12/04 11:25:27 - mmengine - INFO - Epoch(train) [3][ 120/4451] lr: 9.9997e-02 eta: 3:13:06 time: 0.3264 data_time: 0.0105 memory: 8770 grad_norm: 0.1010 loss: 0.0230 recall@thr=0.5: 0.6920 prec@thr=0.5: 0.6522 recall@top3: 0.8370 prec@top3: 0.6522 recall@top5: 0.9855 prec@top5: 0.4870 loss_action_cls: 0.0230 2022/12/04 11:25:34 - mmengine - INFO - Epoch(train) [3][ 140/4451] lr: 9.9996e-02 eta: 3:12:59 time: 0.3269 data_time: 0.0111 memory: 8770 grad_norm: 0.1044 loss: 0.0226 recall@thr=0.5: 0.6429 prec@thr=0.5: 0.6667 recall@top3: 0.7460 prec@top3: 0.5873 recall@top5: 0.8810 prec@top5: 0.4476 loss_action_cls: 0.0226 2022/12/04 11:25:40 - mmengine - INFO - Epoch(train) [3][ 160/4451] lr: 9.9995e-02 eta: 3:12:53 time: 0.3261 data_time: 0.0101 memory: 8770 grad_norm: 0.1086 loss: 0.0220 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.9653 recall@top3: 0.8472 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4917 loss_action_cls: 0.0220 2022/12/04 11:25:47 - mmengine - INFO - Epoch(train) [3][ 180/4451] lr: 9.9994e-02 eta: 3:12:46 time: 0.3256 data_time: 0.0114 memory: 8771 grad_norm: 0.1091 loss: 0.0210 recall@thr=0.5: 0.4868 prec@thr=0.5: 0.7000 recall@top3: 0.6579 prec@top3: 0.6316 recall@top5: 0.8333 prec@top5: 0.4842 loss_action_cls: 0.0210 2022/12/04 11:25:53 - mmengine - INFO - Epoch(train) [3][ 200/4451] lr: 9.9992e-02 eta: 3:12:40 time: 0.3264 data_time: 0.0103 memory: 8799 grad_norm: 0.1044 loss: 0.0231 recall@thr=0.5: 0.5069 prec@thr=0.5: 0.6319 recall@top3: 0.6424 prec@top3: 0.5972 recall@top5: 0.8715 prec@top5: 0.4917 loss_action_cls: 0.0231 2022/12/04 11:26:00 - mmengine - INFO - Epoch(train) [3][ 220/4451] lr: 9.9991e-02 eta: 3:12:33 time: 0.3266 data_time: 0.0102 memory: 8809 grad_norm: 0.1070 loss: 0.0210 recall@thr=0.5: 0.6065 prec@thr=0.5: 0.5741 recall@top3: 0.7870 prec@top3: 0.4815 recall@top5: 0.9074 prec@top5: 0.3556 loss_action_cls: 0.0210 2022/12/04 11:26:06 - mmengine - INFO - Epoch(train) [3][ 240/4451] lr: 9.9989e-02 eta: 3:12:26 time: 0.3252 data_time: 0.0104 memory: 8806 grad_norm: 0.1010 loss: 0.0221 recall@thr=0.5: 0.5769 prec@thr=0.5: 0.5513 recall@top3: 0.7692 prec@top3: 0.5385 recall@top5: 0.9487 prec@top5: 0.4308 loss_action_cls: 0.0221 2022/12/04 11:26:13 - mmengine - INFO - Epoch(train) [3][ 260/4451] lr: 9.9987e-02 eta: 3:12:20 time: 0.3265 data_time: 0.0102 memory: 8796 grad_norm: 0.1020 loss: 0.0239 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.6389 recall@top3: 0.8278 prec@top3: 0.5778 recall@top5: 0.9583 prec@top5: 0.3933 loss_action_cls: 0.0239 2022/12/04 11:26:19 - mmengine - INFO - Epoch(train) [3][ 280/4451] lr: 9.9985e-02 eta: 3:12:13 time: 0.3259 data_time: 0.0099 memory: 8770 grad_norm: 0.1082 loss: 0.0229 recall@thr=0.5: 0.5765 prec@thr=0.5: 0.5494 recall@top3: 0.7494 prec@top3: 0.5432 recall@top5: 0.8383 prec@top5: 0.3704 loss_action_cls: 0.0229 2022/12/04 11:26:26 - mmengine - INFO - Epoch(train) [3][ 300/4451] lr: 9.9983e-02 eta: 3:12:07 time: 0.3256 data_time: 0.0100 memory: 8770 grad_norm: 0.1054 loss: 0.0200 recall@thr=0.5: 0.6780 prec@thr=0.5: 0.7273 recall@top3: 0.7424 prec@top3: 0.5758 recall@top5: 0.8561 prec@top5: 0.4000 loss_action_cls: 0.0200 2022/12/04 11:26:32 - mmengine - INFO - Epoch(train) [3][ 320/4451] lr: 9.9980e-02 eta: 3:12:00 time: 0.3244 data_time: 0.0099 memory: 8790 grad_norm: 0.1043 loss: 0.0209 recall@thr=0.5: 0.5848 prec@thr=0.5: 0.7045 recall@top3: 0.7333 prec@top3: 0.5152 recall@top5: 0.9818 prec@top5: 0.4182 loss_action_cls: 0.0209 2022/12/04 11:26:39 - mmengine - INFO - Epoch(train) [3][ 340/4451] lr: 9.9978e-02 eta: 3:11:53 time: 0.3266 data_time: 0.0096 memory: 8783 grad_norm: 0.1063 loss: 0.0211 recall@thr=0.5: 0.6444 prec@thr=0.5: 0.6667 recall@top3: 0.8667 prec@top3: 0.6000 recall@top5: 0.9333 prec@top5: 0.4000 loss_action_cls: 0.0211 2022/12/04 11:26:45 - mmengine - INFO - Epoch(train) [3][ 360/4451] lr: 9.9975e-02 eta: 3:11:47 time: 0.3252 data_time: 0.0098 memory: 8799 grad_norm: 0.1016 loss: 0.0208 recall@thr=0.5: 0.7328 prec@thr=0.5: 0.6351 recall@top3: 0.8017 prec@top3: 0.6092 recall@top5: 0.9483 prec@top5: 0.4690 loss_action_cls: 0.0208 2022/12/04 11:26:52 - mmengine - INFO - Epoch(train) [3][ 380/4451] lr: 9.9972e-02 eta: 3:11:40 time: 0.3245 data_time: 0.0096 memory: 8770 grad_norm: 0.1102 loss: 0.0223 recall@thr=0.5: 0.3889 prec@thr=0.5: 0.5111 recall@top3: 0.7556 prec@top3: 0.5111 recall@top5: 0.9000 prec@top5: 0.3733 loss_action_cls: 0.0223 2022/12/04 11:26:58 - mmengine - INFO - Epoch(train) [3][ 400/4451] lr: 9.9969e-02 eta: 3:11:33 time: 0.3235 data_time: 0.0096 memory: 8783 grad_norm: 0.1090 loss: 0.0220 recall@thr=0.5: 0.5880 prec@thr=0.5: 0.6806 recall@top3: 0.8287 prec@top3: 0.6296 recall@top5: 0.9444 prec@top5: 0.4444 loss_action_cls: 0.0220 2022/12/04 11:27:05 - mmengine - INFO - Epoch(train) [3][ 420/4451] lr: 9.9966e-02 eta: 3:11:27 time: 0.3252 data_time: 0.0109 memory: 8780 grad_norm: 0.1064 loss: 0.0214 recall@thr=0.5: 0.5702 prec@thr=0.5: 0.8246 recall@top3: 0.8158 prec@top3: 0.6491 recall@top5: 0.9386 prec@top5: 0.4526 loss_action_cls: 0.0214 2022/12/04 11:27:11 - mmengine - INFO - Epoch(train) [3][ 440/4451] lr: 9.9963e-02 eta: 3:11:20 time: 0.3262 data_time: 0.0090 memory: 8790 grad_norm: 0.1093 loss: 0.0235 recall@thr=0.5: 0.4430 prec@thr=0.5: 0.5965 recall@top3: 0.6404 prec@top3: 0.4912 recall@top5: 0.7632 prec@top5: 0.3474 loss_action_cls: 0.0235 2022/12/04 11:27:18 - mmengine - INFO - Epoch(train) [3][ 460/4451] lr: 9.9959e-02 eta: 3:11:14 time: 0.3253 data_time: 0.0096 memory: 8774 grad_norm: 0.1048 loss: 0.0210 recall@thr=0.5: 0.7267 prec@thr=0.5: 0.7733 recall@top3: 0.8333 prec@top3: 0.5333 recall@top5: 0.9400 prec@top5: 0.3680 loss_action_cls: 0.0210 2022/12/04 11:27:24 - mmengine - INFO - Epoch(train) [3][ 480/4451] lr: 9.9955e-02 eta: 3:11:07 time: 0.3263 data_time: 0.0116 memory: 8790 grad_norm: 0.1014 loss: 0.0217 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.6944 recall@top3: 0.8264 prec@top3: 0.5417 recall@top5: 0.9028 prec@top5: 0.3583 loss_action_cls: 0.0217 2022/12/04 11:27:31 - mmengine - INFO - Epoch(train) [3][ 500/4451] lr: 9.9952e-02 eta: 3:11:00 time: 0.3242 data_time: 0.0102 memory: 8770 grad_norm: 0.1140 loss: 0.0218 recall@thr=0.5: 0.6053 prec@thr=0.5: 0.8070 recall@top3: 0.7632 prec@top3: 0.5965 recall@top5: 0.9123 prec@top5: 0.4421 loss_action_cls: 0.0218 2022/12/04 11:27:37 - mmengine - INFO - Epoch(train) [3][ 520/4451] lr: 9.9948e-02 eta: 3:10:54 time: 0.3256 data_time: 0.0108 memory: 8770 grad_norm: 0.1025 loss: 0.0218 recall@thr=0.5: 0.5227 prec@thr=0.5: 0.4470 recall@top3: 0.7273 prec@top3: 0.3485 recall@top5: 0.9318 prec@top5: 0.2909 loss_action_cls: 0.0218 2022/12/04 11:27:44 - mmengine - INFO - Epoch(train) [3][ 540/4451] lr: 9.9943e-02 eta: 3:10:47 time: 0.3274 data_time: 0.0092 memory: 8771 grad_norm: 0.1049 loss: 0.0206 recall@thr=0.5: 0.6842 prec@thr=0.5: 0.6842 recall@top3: 0.7763 prec@top3: 0.6842 recall@top5: 0.8158 prec@top5: 0.4316 loss_action_cls: 0.0206 2022/12/04 11:27:50 - mmengine - INFO - Epoch(train) [3][ 560/4451] lr: 9.9939e-02 eta: 3:10:41 time: 0.3255 data_time: 0.0096 memory: 8796 grad_norm: 0.1088 loss: 0.0212 recall@thr=0.5: 0.4902 prec@thr=0.5: 0.5245 recall@top3: 0.8211 prec@top3: 0.5784 recall@top5: 0.9804 prec@top5: 0.4118 loss_action_cls: 0.0212 2022/12/04 11:27:57 - mmengine - INFO - Epoch(train) [3][ 580/4451] lr: 9.9935e-02 eta: 3:10:34 time: 0.3249 data_time: 0.0105 memory: 8771 grad_norm: 0.1057 loss: 0.0229 recall@thr=0.5: 0.6492 prec@thr=0.5: 0.7765 recall@top3: 0.7348 prec@top3: 0.6667 recall@top5: 0.8591 prec@top5: 0.4909 loss_action_cls: 0.0229 2022/12/04 11:28:03 - mmengine - INFO - Epoch(train) [3][ 600/4451] lr: 9.9930e-02 eta: 3:10:28 time: 0.3256 data_time: 0.0093 memory: 8770 grad_norm: 0.1048 loss: 0.0199 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7576 recall@top3: 0.7879 prec@top3: 0.5455 recall@top5: 0.9205 prec@top5: 0.4000 loss_action_cls: 0.0199 2022/12/04 11:28:10 - mmengine - INFO - Epoch(train) [3][ 620/4451] lr: 9.9925e-02 eta: 3:10:21 time: 0.3272 data_time: 0.0093 memory: 8790 grad_norm: 0.1115 loss: 0.0214 recall@thr=0.5: 0.5200 prec@thr=0.5: 0.6867 recall@top3: 0.7800 prec@top3: 0.5600 recall@top5: 0.9533 prec@top5: 0.4160 loss_action_cls: 0.0214 2022/12/04 11:28:16 - mmengine - INFO - Epoch(train) [3][ 640/4451] lr: 9.9921e-02 eta: 3:10:15 time: 0.3267 data_time: 0.0094 memory: 8770 grad_norm: 0.1089 loss: 0.0210 recall@thr=0.5: 0.9427 prec@thr=0.5: 0.8646 recall@top3: 0.9427 prec@top3: 0.5000 recall@top5: 1.0000 prec@top5: 0.3375 loss_action_cls: 0.0210 2022/12/04 11:28:23 - mmengine - INFO - Epoch(train) [3][ 660/4451] lr: 9.9916e-02 eta: 3:10:08 time: 0.3263 data_time: 0.0095 memory: 8780 grad_norm: 0.1035 loss: 0.0216 recall@thr=0.5: 0.8269 prec@thr=0.5: 0.8686 recall@top3: 0.8173 prec@top3: 0.6154 recall@top5: 0.9551 prec@top5: 0.4538 loss_action_cls: 0.0216 2022/12/04 11:28:29 - mmengine - INFO - Epoch(train) [3][ 680/4451] lr: 9.9910e-02 eta: 3:10:01 time: 0.3252 data_time: 0.0098 memory: 8783 grad_norm: 0.1057 loss: 0.0217 recall@thr=0.5: 0.7675 prec@thr=0.5: 0.7368 recall@top3: 0.8246 prec@top3: 0.6316 recall@top5: 0.9825 prec@top5: 0.4632 loss_action_cls: 0.0217 2022/12/04 11:28:36 - mmengine - INFO - Epoch(train) [3][ 700/4451] lr: 9.9905e-02 eta: 3:09:55 time: 0.3250 data_time: 0.0098 memory: 8774 grad_norm: 0.1051 loss: 0.0212 recall@thr=0.5: 0.8159 prec@thr=0.5: 0.9087 recall@top3: 0.8905 prec@top3: 0.7143 recall@top5: 1.0000 prec@top5: 0.4952 loss_action_cls: 0.0212 2022/12/04 11:28:43 - mmengine - INFO - Epoch(train) [3][ 720/4451] lr: 9.9899e-02 eta: 3:09:48 time: 0.3256 data_time: 0.0096 memory: 8774 grad_norm: 0.1063 loss: 0.0204 recall@thr=0.5: 0.9066 prec@thr=0.5: 0.9217 recall@top3: 0.9066 prec@top3: 0.8182 recall@top5: 0.9697 prec@top5: 0.5394 loss_action_cls: 0.0204 2022/12/04 11:28:49 - mmengine - INFO - Epoch(train) [3][ 740/4451] lr: 9.9894e-02 eta: 3:09:42 time: 0.3260 data_time: 0.0097 memory: 8770 grad_norm: 0.1042 loss: 0.0229 recall@thr=0.5: 0.4963 prec@thr=0.5: 0.5278 recall@top3: 0.6074 prec@top3: 0.5370 recall@top5: 0.8500 prec@top5: 0.4333 loss_action_cls: 0.0229 2022/12/04 11:28:56 - mmengine - INFO - Epoch(train) [3][ 760/4451] lr: 9.9888e-02 eta: 3:09:35 time: 0.3249 data_time: 0.0095 memory: 8796 grad_norm: 0.1051 loss: 0.0215 recall@thr=0.5: 0.5379 prec@thr=0.5: 0.5606 recall@top3: 0.7955 prec@top3: 0.5455 recall@top5: 0.9242 prec@top5: 0.4091 loss_action_cls: 0.0215 2022/12/04 11:29:02 - mmengine - INFO - Epoch(train) [3][ 780/4451] lr: 9.9882e-02 eta: 3:09:28 time: 0.3275 data_time: 0.0102 memory: 8771 grad_norm: 0.0997 loss: 0.0206 recall@thr=0.5: 0.4120 prec@thr=0.5: 0.5648 recall@top3: 0.8287 prec@top3: 0.5741 recall@top5: 0.9120 prec@top5: 0.3889 loss_action_cls: 0.0206 2022/12/04 11:29:09 - mmengine - INFO - Epoch(train) [3][ 800/4451] lr: 9.9876e-02 eta: 3:09:22 time: 0.3260 data_time: 0.0106 memory: 8770 grad_norm: 0.1018 loss: 0.0221 recall@thr=0.5: 0.4833 prec@thr=0.5: 0.7500 recall@top3: 0.6519 prec@top3: 0.5000 recall@top5: 0.8037 prec@top5: 0.3889 loss_action_cls: 0.0221 2022/12/04 11:29:15 - mmengine - INFO - Epoch(train) [3][ 820/4451] lr: 9.9870e-02 eta: 3:09:15 time: 0.3247 data_time: 0.0108 memory: 8771 grad_norm: 0.1048 loss: 0.0223 recall@thr=0.5: 0.6905 prec@thr=0.5: 0.6944 recall@top3: 0.7619 prec@top3: 0.7302 recall@top5: 0.9881 prec@top5: 0.5238 loss_action_cls: 0.0223 2022/12/04 11:29:22 - mmengine - INFO - Epoch(train) [3][ 840/4451] lr: 9.9863e-02 eta: 3:09:09 time: 0.3260 data_time: 0.0124 memory: 8770 grad_norm: 0.1025 loss: 0.0205 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.6875 recall@top3: 0.8542 prec@top3: 0.5208 recall@top5: 0.9583 prec@top5: 0.3625 loss_action_cls: 0.0205 2022/12/04 11:29:28 - mmengine - INFO - Epoch(train) [3][ 860/4451] lr: 9.9856e-02 eta: 3:09:02 time: 0.3244 data_time: 0.0093 memory: 8790 grad_norm: 0.1036 loss: 0.0202 recall@thr=0.5: 0.7059 prec@thr=0.5: 0.7794 recall@top3: 0.7451 prec@top3: 0.5882 recall@top5: 0.8725 prec@top5: 0.4118 loss_action_cls: 0.0202 2022/12/04 11:29:35 - mmengine - INFO - Epoch(train) [3][ 880/4451] lr: 9.9850e-02 eta: 3:08:57 time: 0.3421 data_time: 0.0107 memory: 8770 grad_norm: 0.0987 loss: 0.0200 recall@thr=0.5: 0.4841 prec@thr=0.5: 0.5556 recall@top3: 0.8373 prec@top3: 0.6349 recall@top5: 0.9484 prec@top5: 0.4381 loss_action_cls: 0.0200 2022/12/04 11:29:41 - mmengine - INFO - Epoch(train) [3][ 900/4451] lr: 9.9843e-02 eta: 3:08:50 time: 0.3239 data_time: 0.0113 memory: 8786 grad_norm: 0.1042 loss: 0.0199 recall@thr=0.5: 0.5463 prec@thr=0.5: 0.6667 recall@top3: 0.8611 prec@top3: 0.7407 recall@top5: 1.0000 prec@top5: 0.5000 loss_action_cls: 0.0199 2022/12/04 11:29:48 - mmengine - INFO - Epoch(train) [3][ 920/4451] lr: 9.9836e-02 eta: 3:08:43 time: 0.3247 data_time: 0.0109 memory: 8771 grad_norm: 0.1054 loss: 0.0197 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.7222 recall@top3: 0.8611 prec@top3: 0.4630 recall@top5: 0.9167 prec@top5: 0.3000 loss_action_cls: 0.0197 2022/12/04 11:29:54 - mmengine - INFO - Epoch(train) [3][ 940/4451] lr: 9.9829e-02 eta: 3:08:37 time: 0.3264 data_time: 0.0098 memory: 8770 grad_norm: 0.1052 loss: 0.0203 recall@thr=0.5: 0.4722 prec@thr=0.5: 0.5417 recall@top3: 0.7014 prec@top3: 0.4722 recall@top5: 0.9583 prec@top5: 0.3833 loss_action_cls: 0.0203 2022/12/04 11:30:01 - mmengine - INFO - Epoch(train) [3][ 960/4451] lr: 9.9821e-02 eta: 3:08:30 time: 0.3262 data_time: 0.0094 memory: 8770 grad_norm: 0.1115 loss: 0.0224 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.7619 recall@top3: 0.7738 prec@top3: 0.6667 recall@top5: 0.8929 prec@top5: 0.4714 loss_action_cls: 0.0224 2022/12/04 11:30:07 - mmengine - INFO - Epoch(train) [3][ 980/4451] lr: 9.9814e-02 eta: 3:08:24 time: 0.3260 data_time: 0.0105 memory: 8777 grad_norm: 0.1055 loss: 0.0215 recall@thr=0.5: 0.6556 prec@thr=0.5: 0.6067 recall@top3: 0.6000 prec@top3: 0.5778 recall@top5: 0.8111 prec@top5: 0.4667 loss_action_cls: 0.0215 2022/12/04 11:30:14 - mmengine - INFO - Epoch(train) [3][1000/4451] lr: 9.9806e-02 eta: 3:08:17 time: 0.3263 data_time: 0.0098 memory: 8777 grad_norm: 0.1084 loss: 0.0221 recall@thr=0.5: 0.4608 prec@thr=0.5: 0.5000 recall@top3: 0.6667 prec@top3: 0.4510 recall@top5: 0.8824 prec@top5: 0.3647 loss_action_cls: 0.0221 2022/12/04 11:30:21 - mmengine - INFO - Epoch(train) [3][1020/4451] lr: 9.9798e-02 eta: 3:08:11 time: 0.3268 data_time: 0.0091 memory: 8813 grad_norm: 0.1036 loss: 0.0219 recall@thr=0.5: 0.6007 prec@thr=0.5: 0.6979 recall@top3: 0.7465 prec@top3: 0.6111 recall@top5: 0.9097 prec@top5: 0.4667 loss_action_cls: 0.0219 2022/12/04 11:30:27 - mmengine - INFO - Epoch(train) [3][1040/4451] lr: 9.9790e-02 eta: 3:08:04 time: 0.3253 data_time: 0.0096 memory: 8786 grad_norm: 0.1117 loss: 0.0215 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.6925 recall@top3: 0.8000 prec@top3: 0.5500 recall@top5: 0.9125 prec@top5: 0.4100 loss_action_cls: 0.0215 2022/12/04 11:30:34 - mmengine - INFO - Epoch(train) [3][1060/4451] lr: 9.9782e-02 eta: 3:07:57 time: 0.3258 data_time: 0.0096 memory: 8796 grad_norm: 0.0984 loss: 0.0222 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.7840 recall@top3: 0.8642 prec@top3: 0.5679 recall@top5: 0.9444 prec@top5: 0.3778 loss_action_cls: 0.0222 2022/12/04 11:30:40 - mmengine - INFO - Epoch(train) [3][1080/4451] lr: 9.9774e-02 eta: 3:07:51 time: 0.3254 data_time: 0.0098 memory: 8770 grad_norm: 0.1015 loss: 0.0233 recall@thr=0.5: 0.6900 prec@thr=0.5: 0.6833 recall@top3: 0.7667 prec@top3: 0.5867 recall@top5: 0.9133 prec@top5: 0.4160 loss_action_cls: 0.0233 2022/12/04 11:30:46 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 11:30:47 - mmengine - INFO - Epoch(train) [3][1100/4451] lr: 9.9765e-02 eta: 3:07:44 time: 0.3257 data_time: 0.0105 memory: 8799 grad_norm: 0.0948 loss: 0.0216 recall@thr=0.5: 0.6146 prec@thr=0.5: 0.5208 recall@top3: 0.7604 prec@top3: 0.4583 recall@top5: 0.9427 prec@top5: 0.3625 loss_action_cls: 0.0216 2022/12/04 11:30:53 - mmengine - INFO - Epoch(train) [3][1120/4451] lr: 9.9757e-02 eta: 3:07:38 time: 0.3249 data_time: 0.0092 memory: 8774 grad_norm: 0.1055 loss: 0.0217 recall@thr=0.5: 0.4848 prec@thr=0.5: 0.5379 recall@top3: 0.7727 prec@top3: 0.4242 recall@top5: 0.9091 prec@top5: 0.2909 loss_action_cls: 0.0217 2022/12/04 11:31:00 - mmengine - INFO - Epoch(train) [3][1140/4451] lr: 9.9748e-02 eta: 3:07:31 time: 0.3257 data_time: 0.0093 memory: 8793 grad_norm: 0.1034 loss: 0.0221 recall@thr=0.5: 0.5476 prec@thr=0.5: 0.6667 recall@top3: 0.6587 prec@top3: 0.5079 recall@top5: 0.9048 prec@top5: 0.4000 loss_action_cls: 0.0221 2022/12/04 11:31:06 - mmengine - INFO - Epoch(train) [3][1160/4451] lr: 9.9739e-02 eta: 3:07:24 time: 0.3253 data_time: 0.0111 memory: 8770 grad_norm: 0.1056 loss: 0.0215 recall@thr=0.5: 0.6402 prec@thr=0.5: 0.8182 recall@top3: 0.8220 prec@top3: 0.7273 recall@top5: 0.9470 prec@top5: 0.5091 loss_action_cls: 0.0215 2022/12/04 11:31:13 - mmengine - INFO - Epoch(train) [3][1180/4451] lr: 9.9730e-02 eta: 3:07:18 time: 0.3256 data_time: 0.0103 memory: 8804 grad_norm: 0.1077 loss: 0.0246 recall@thr=0.5: 0.5846 prec@thr=0.5: 0.7115 recall@top3: 0.7545 prec@top3: 0.7179 recall@top5: 0.9103 prec@top5: 0.5308 loss_action_cls: 0.0246 2022/12/04 11:31:19 - mmengine - INFO - Epoch(train) [3][1200/4451] lr: 9.9721e-02 eta: 3:07:11 time: 0.3264 data_time: 0.0089 memory: 8770 grad_norm: 0.1021 loss: 0.0210 recall@thr=0.5: 0.7546 prec@thr=0.5: 0.7593 recall@top3: 0.8241 prec@top3: 0.6296 recall@top5: 0.9583 prec@top5: 0.4667 loss_action_cls: 0.0210 2022/12/04 11:31:26 - mmengine - INFO - Epoch(train) [3][1220/4451] lr: 9.9711e-02 eta: 3:07:05 time: 0.3271 data_time: 0.0093 memory: 8806 grad_norm: 0.1048 loss: 0.0208 recall@thr=0.5: 0.6129 prec@thr=0.5: 0.6344 recall@top3: 0.8065 prec@top3: 0.4624 recall@top5: 0.8737 prec@top5: 0.3097 loss_action_cls: 0.0208 2022/12/04 11:31:32 - mmengine - INFO - Epoch(train) [3][1240/4451] lr: 9.9702e-02 eta: 3:06:58 time: 0.3254 data_time: 0.0098 memory: 8793 grad_norm: 0.1073 loss: 0.0230 recall@thr=0.5: 0.6449 prec@thr=0.5: 0.6232 recall@top3: 0.7572 prec@top3: 0.5652 recall@top5: 0.8152 prec@top5: 0.3826 loss_action_cls: 0.0230 2022/12/04 11:31:39 - mmengine - INFO - Epoch(train) [3][1260/4451] lr: 9.9692e-02 eta: 3:06:52 time: 0.3256 data_time: 0.0104 memory: 8786 grad_norm: 0.1056 loss: 0.0189 recall@thr=0.5: 0.5417 prec@thr=0.5: 0.7576 recall@top3: 0.8409 prec@top3: 0.5606 recall@top5: 0.9129 prec@top5: 0.3818 loss_action_cls: 0.0189 2022/12/04 11:31:45 - mmengine - INFO - Epoch(train) [3][1280/4451] lr: 9.9682e-02 eta: 3:06:45 time: 0.3272 data_time: 0.0095 memory: 8770 grad_norm: 0.1025 loss: 0.0212 recall@thr=0.5: 0.4353 prec@thr=0.5: 0.6633 recall@top3: 0.7073 prec@top3: 0.7333 recall@top5: 0.8653 prec@top5: 0.5520 loss_action_cls: 0.0212 2022/12/04 11:31:52 - mmengine - INFO - Epoch(train) [3][1300/4451] lr: 9.9672e-02 eta: 3:06:39 time: 0.3259 data_time: 0.0088 memory: 8786 grad_norm: 0.0982 loss: 0.0222 recall@thr=0.5: 0.5516 prec@thr=0.5: 0.6825 recall@top3: 0.7500 prec@top3: 0.6984 recall@top5: 0.9603 prec@top5: 0.5333 loss_action_cls: 0.0222 2022/12/04 11:31:58 - mmengine - INFO - Epoch(train) [3][1320/4451] lr: 9.9662e-02 eta: 3:06:32 time: 0.3253 data_time: 0.0091 memory: 8774 grad_norm: 0.1048 loss: 0.0222 recall@thr=0.5: 0.7143 prec@thr=0.5: 0.8095 recall@top3: 0.8413 prec@top3: 0.6032 recall@top5: 1.0000 prec@top5: 0.4476 loss_action_cls: 0.0222 2022/12/04 11:32:05 - mmengine - INFO - Epoch(train) [3][1340/4451] lr: 9.9652e-02 eta: 3:06:25 time: 0.3252 data_time: 0.0099 memory: 8770 grad_norm: 0.1032 loss: 0.0207 recall@thr=0.5: 0.6138 prec@thr=0.5: 0.7754 recall@top3: 0.7891 prec@top3: 0.7536 recall@top5: 0.9500 prec@top5: 0.5652 loss_action_cls: 0.0207 2022/12/04 11:32:11 - mmengine - INFO - Epoch(train) [3][1360/4451] lr: 9.9641e-02 eta: 3:06:19 time: 0.3264 data_time: 0.0108 memory: 8770 grad_norm: 0.1045 loss: 0.0206 recall@thr=0.5: 0.5852 prec@thr=0.5: 0.6204 recall@top3: 0.7519 prec@top3: 0.6481 recall@top5: 0.8296 prec@top5: 0.4333 loss_action_cls: 0.0206 2022/12/04 11:32:18 - mmengine - INFO - Epoch(train) [3][1380/4451] lr: 9.9630e-02 eta: 3:06:12 time: 0.3258 data_time: 0.0097 memory: 8771 grad_norm: 0.1074 loss: 0.0217 recall@thr=0.5: 0.6349 prec@thr=0.5: 0.7698 recall@top3: 0.8254 prec@top3: 0.5714 recall@top5: 0.9127 prec@top5: 0.3810 loss_action_cls: 0.0217 2022/12/04 11:32:24 - mmengine - INFO - Epoch(train) [3][1400/4451] lr: 9.9620e-02 eta: 3:06:06 time: 0.3268 data_time: 0.0095 memory: 8770 grad_norm: 0.1042 loss: 0.0205 recall@thr=0.5: 0.4792 prec@thr=0.5: 0.5156 recall@top3: 0.6042 prec@top3: 0.4792 recall@top5: 0.8438 prec@top5: 0.4000 loss_action_cls: 0.0205 2022/12/04 11:32:31 - mmengine - INFO - Epoch(train) [3][1420/4451] lr: 9.9609e-02 eta: 3:05:59 time: 0.3250 data_time: 0.0102 memory: 8770 grad_norm: 0.1120 loss: 0.0225 recall@thr=0.5: 0.5573 prec@thr=0.5: 0.8219 recall@top3: 0.7396 prec@top3: 0.5833 recall@top5: 1.0000 prec@top5: 0.4875 loss_action_cls: 0.0225 2022/12/04 11:32:37 - mmengine - INFO - Epoch(train) [3][1440/4451] lr: 9.9598e-02 eta: 3:05:52 time: 0.3241 data_time: 0.0093 memory: 8770 grad_norm: 0.1058 loss: 0.0235 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7333 recall@top3: 0.8111 prec@top3: 0.5778 recall@top5: 0.9111 prec@top5: 0.3867 loss_action_cls: 0.0235 2022/12/04 11:32:44 - mmengine - INFO - Epoch(train) [3][1460/4451] lr: 9.9586e-02 eta: 3:05:46 time: 0.3250 data_time: 0.0102 memory: 8770 grad_norm: 0.1077 loss: 0.0220 recall@thr=0.5: 0.5379 prec@thr=0.5: 0.6212 recall@top3: 0.8333 prec@top3: 0.6970 recall@top5: 0.9773 prec@top5: 0.4909 loss_action_cls: 0.0220 2022/12/04 11:32:50 - mmengine - INFO - Epoch(train) [3][1480/4451] lr: 9.9575e-02 eta: 3:05:39 time: 0.3256 data_time: 0.0092 memory: 8771 grad_norm: 0.1031 loss: 0.0206 recall@thr=0.5: 0.6267 prec@thr=0.5: 0.5933 recall@top3: 0.8100 prec@top3: 0.6133 recall@top5: 0.9733 prec@top5: 0.4480 loss_action_cls: 0.0206 2022/12/04 11:32:57 - mmengine - INFO - Epoch(train) [3][1500/4451] lr: 9.9563e-02 eta: 3:05:33 time: 0.3265 data_time: 0.0096 memory: 8786 grad_norm: 0.0990 loss: 0.0211 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.7222 recall@top3: 0.8148 prec@top3: 0.6111 recall@top5: 0.9259 prec@top5: 0.4222 loss_action_cls: 0.0211 2022/12/04 11:33:03 - mmengine - INFO - Epoch(train) [3][1520/4451] lr: 9.9552e-02 eta: 3:05:26 time: 0.3263 data_time: 0.0093 memory: 8770 grad_norm: 0.1008 loss: 0.0212 recall@thr=0.5: 0.3704 prec@thr=0.5: 0.4691 recall@top3: 0.7623 prec@top3: 0.4321 recall@top5: 0.8920 prec@top5: 0.3333 loss_action_cls: 0.0212 2022/12/04 11:33:10 - mmengine - INFO - Epoch(train) [3][1540/4451] lr: 9.9540e-02 eta: 3:05:20 time: 0.3255 data_time: 0.0093 memory: 8771 grad_norm: 0.1024 loss: 0.0198 recall@thr=0.5: 0.8026 prec@thr=0.5: 0.8684 recall@top3: 0.8684 prec@top3: 0.6667 recall@top5: 0.9342 prec@top5: 0.4526 loss_action_cls: 0.0198 2022/12/04 11:33:16 - mmengine - INFO - Epoch(train) [3][1560/4451] lr: 9.9528e-02 eta: 3:05:13 time: 0.3259 data_time: 0.0093 memory: 8786 grad_norm: 0.1002 loss: 0.0206 recall@thr=0.5: 0.6859 prec@thr=0.5: 0.7436 recall@top3: 0.7756 prec@top3: 0.5897 recall@top5: 0.8910 prec@top5: 0.4231 loss_action_cls: 0.0206 2022/12/04 11:33:23 - mmengine - INFO - Epoch(train) [3][1580/4451] lr: 9.9516e-02 eta: 3:05:06 time: 0.3252 data_time: 0.0092 memory: 8786 grad_norm: 0.1053 loss: 0.0204 recall@thr=0.5: 0.5565 prec@thr=0.5: 0.6905 recall@top3: 0.6786 prec@top3: 0.7262 recall@top5: 0.8750 prec@top5: 0.5571 loss_action_cls: 0.0204 2022/12/04 11:33:29 - mmengine - INFO - Epoch(train) [3][1600/4451] lr: 9.9503e-02 eta: 3:05:00 time: 0.3247 data_time: 0.0097 memory: 8770 grad_norm: 0.1050 loss: 0.0214 recall@thr=0.5: 0.5254 prec@thr=0.5: 0.7029 recall@top3: 0.6232 prec@top3: 0.5072 recall@top5: 0.8551 prec@top5: 0.4087 loss_action_cls: 0.0214 2022/12/04 11:33:36 - mmengine - INFO - Epoch(train) [3][1620/4451] lr: 9.9491e-02 eta: 3:04:53 time: 0.3262 data_time: 0.0096 memory: 8770 grad_norm: 0.1021 loss: 0.0203 recall@thr=0.5: 0.5128 prec@thr=0.5: 0.4551 recall@top3: 0.5513 prec@top3: 0.3846 recall@top5: 0.7436 prec@top5: 0.3231 loss_action_cls: 0.0203 2022/12/04 11:33:43 - mmengine - INFO - Epoch(train) [3][1640/4451] lr: 9.9478e-02 eta: 3:04:47 time: 0.3251 data_time: 0.0109 memory: 8770 grad_norm: 0.0999 loss: 0.0231 recall@thr=0.5: 0.7436 prec@thr=0.5: 0.8397 recall@top3: 0.7564 prec@top3: 0.5897 recall@top5: 0.9359 prec@top5: 0.4615 loss_action_cls: 0.0231 2022/12/04 11:33:49 - mmengine - INFO - Epoch(train) [3][1660/4451] lr: 9.9465e-02 eta: 3:04:40 time: 0.3253 data_time: 0.0118 memory: 8770 grad_norm: 0.1004 loss: 0.0219 recall@thr=0.5: 0.6865 prec@thr=0.5: 0.7381 recall@top3: 0.8056 prec@top3: 0.6349 recall@top5: 0.9246 prec@top5: 0.4286 loss_action_cls: 0.0219 2022/12/04 11:33:56 - mmengine - INFO - Epoch(train) [3][1680/4451] lr: 9.9452e-02 eta: 3:04:33 time: 0.3251 data_time: 0.0109 memory: 8850 grad_norm: 0.1025 loss: 0.0207 recall@thr=0.5: 0.7059 prec@thr=0.5: 0.7255 recall@top3: 0.7059 prec@top3: 0.3922 recall@top5: 0.8529 prec@top5: 0.2941 loss_action_cls: 0.0207 2022/12/04 11:34:02 - mmengine - INFO - Epoch(train) [3][1700/4451] lr: 9.9439e-02 eta: 3:04:27 time: 0.3283 data_time: 0.0118 memory: 8796 grad_norm: 0.1032 loss: 0.0203 recall@thr=0.5: 0.6800 prec@thr=0.5: 0.8400 recall@top3: 0.8667 prec@top3: 0.6800 recall@top5: 0.9800 prec@top5: 0.4400 loss_action_cls: 0.0203 2022/12/04 11:34:09 - mmengine - INFO - Epoch(train) [3][1720/4451] lr: 9.9426e-02 eta: 3:04:20 time: 0.3254 data_time: 0.0092 memory: 8770 grad_norm: 0.1018 loss: 0.0206 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.8571 recall@top3: 0.8631 prec@top3: 0.5714 recall@top5: 0.9286 prec@top5: 0.3857 loss_action_cls: 0.0206 2022/12/04 11:34:15 - mmengine - INFO - Epoch(train) [3][1740/4451] lr: 9.9413e-02 eta: 3:04:14 time: 0.3261 data_time: 0.0094 memory: 8771 grad_norm: 0.0985 loss: 0.0195 recall@thr=0.5: 0.6154 prec@thr=0.5: 0.7692 recall@top3: 0.7692 prec@top3: 0.4615 recall@top5: 0.7949 prec@top5: 0.2923 loss_action_cls: 0.0195 2022/12/04 11:34:22 - mmengine - INFO - Epoch(train) [3][1760/4451] lr: 9.9399e-02 eta: 3:04:07 time: 0.3251 data_time: 0.0095 memory: 8770 grad_norm: 0.1073 loss: 0.0210 recall@thr=0.5: 0.6784 prec@thr=0.5: 0.7549 recall@top3: 0.8078 prec@top3: 0.5686 recall@top5: 0.9176 prec@top5: 0.4000 loss_action_cls: 0.0210 2022/12/04 11:34:28 - mmengine - INFO - Epoch(train) [3][1780/4451] lr: 9.9385e-02 eta: 3:04:01 time: 0.3252 data_time: 0.0096 memory: 8819 grad_norm: 0.1056 loss: 0.0214 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.7333 recall@top3: 0.7167 prec@top3: 0.5333 recall@top5: 0.8417 prec@top5: 0.4000 loss_action_cls: 0.0214 2022/12/04 11:34:35 - mmengine - INFO - Epoch(train) [3][1800/4451] lr: 9.9372e-02 eta: 3:03:54 time: 0.3259 data_time: 0.0102 memory: 8809 grad_norm: 0.1037 loss: 0.0226 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.8333 recall@top3: 0.7889 prec@top3: 0.4889 recall@top5: 0.8778 prec@top5: 0.3467 loss_action_cls: 0.0226 2022/12/04 11:34:41 - mmengine - INFO - Epoch(train) [3][1820/4451] lr: 9.9357e-02 eta: 3:03:47 time: 0.3249 data_time: 0.0096 memory: 8770 grad_norm: 0.0977 loss: 0.0192 recall@thr=0.5: 0.6547 prec@thr=0.5: 0.7005 recall@top3: 0.8005 prec@top3: 0.6354 recall@top5: 0.9312 prec@top5: 0.4875 loss_action_cls: 0.0192 2022/12/04 11:34:48 - mmengine - INFO - Epoch(train) [3][1840/4451] lr: 9.9343e-02 eta: 3:03:41 time: 0.3250 data_time: 0.0092 memory: 8770 grad_norm: 0.0978 loss: 0.0198 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.6369 recall@top3: 0.6667 prec@top3: 0.5238 recall@top5: 0.7857 prec@top5: 0.3714 loss_action_cls: 0.0198 2022/12/04 11:34:54 - mmengine - INFO - Epoch(train) [3][1860/4451] lr: 9.9329e-02 eta: 3:03:34 time: 0.3283 data_time: 0.0092 memory: 8771 grad_norm: 0.1031 loss: 0.0200 recall@thr=0.5: 0.7111 prec@thr=0.5: 0.8000 recall@top3: 0.7889 prec@top3: 0.6000 recall@top5: 0.9444 prec@top5: 0.4267 loss_action_cls: 0.0200 2022/12/04 11:35:01 - mmengine - INFO - Epoch(train) [3][1880/4451] lr: 9.9315e-02 eta: 3:03:28 time: 0.3257 data_time: 0.0091 memory: 8777 grad_norm: 0.0981 loss: 0.0214 recall@thr=0.5: 0.3667 prec@thr=0.5: 0.5317 recall@top3: 0.5730 prec@top3: 0.5238 recall@top5: 0.6913 prec@top5: 0.4000 loss_action_cls: 0.0214 2022/12/04 11:35:07 - mmengine - INFO - Epoch(train) [3][1900/4451] lr: 9.9300e-02 eta: 3:03:21 time: 0.3266 data_time: 0.0093 memory: 8783 grad_norm: 0.0965 loss: 0.0189 recall@thr=0.5: 0.6961 prec@thr=0.5: 0.7206 recall@top3: 0.7941 prec@top3: 0.6863 recall@top5: 0.9412 prec@top5: 0.4941 loss_action_cls: 0.0189 2022/12/04 11:35:14 - mmengine - INFO - Epoch(train) [3][1920/4451] lr: 9.9285e-02 eta: 3:03:15 time: 0.3270 data_time: 0.0092 memory: 8770 grad_norm: 0.1010 loss: 0.0213 recall@thr=0.5: 0.7464 prec@thr=0.5: 0.8116 recall@top3: 0.8043 prec@top3: 0.7971 recall@top5: 0.9565 prec@top5: 0.5565 loss_action_cls: 0.0213 2022/12/04 11:35:20 - mmengine - INFO - Epoch(train) [3][1940/4451] lr: 9.9270e-02 eta: 3:03:08 time: 0.3251 data_time: 0.0092 memory: 8770 grad_norm: 0.1029 loss: 0.0209 recall@thr=0.5: 0.8111 prec@thr=0.5: 0.9167 recall@top3: 0.8389 prec@top3: 0.7037 recall@top5: 0.9611 prec@top5: 0.5000 loss_action_cls: 0.0209 2022/12/04 11:35:27 - mmengine - INFO - Epoch(train) [3][1960/4451] lr: 9.9255e-02 eta: 3:03:02 time: 0.3259 data_time: 0.0098 memory: 8793 grad_norm: 0.1023 loss: 0.0215 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.6508 recall@top3: 0.7619 prec@top3: 0.4921 recall@top5: 0.8810 prec@top5: 0.3619 loss_action_cls: 0.0215 2022/12/04 11:35:33 - mmengine - INFO - Epoch(train) [3][1980/4451] lr: 9.9240e-02 eta: 3:02:55 time: 0.3261 data_time: 0.0094 memory: 8799 grad_norm: 0.0979 loss: 0.0209 recall@thr=0.5: 0.6212 prec@thr=0.5: 0.6818 recall@top3: 0.8232 prec@top3: 0.5556 recall@top5: 0.8611 prec@top5: 0.3636 loss_action_cls: 0.0209 2022/12/04 11:35:40 - mmengine - INFO - Epoch(train) [3][2000/4451] lr: 9.9224e-02 eta: 3:02:49 time: 0.3254 data_time: 0.0093 memory: 8770 grad_norm: 0.1003 loss: 0.0221 recall@thr=0.5: 0.6196 prec@thr=0.5: 0.8039 recall@top3: 0.7569 prec@top3: 0.7451 recall@top5: 0.9275 prec@top5: 0.5647 loss_action_cls: 0.0221 2022/12/04 11:35:46 - mmengine - INFO - Epoch(train) [3][2020/4451] lr: 9.9209e-02 eta: 3:02:42 time: 0.3260 data_time: 0.0092 memory: 8790 grad_norm: 0.1030 loss: 0.0208 recall@thr=0.5: 0.5333 prec@thr=0.5: 0.8000 recall@top3: 0.7667 prec@top3: 0.6889 recall@top5: 0.9667 prec@top5: 0.5333 loss_action_cls: 0.0208 2022/12/04 11:35:53 - mmengine - INFO - Epoch(train) [3][2040/4451] lr: 9.9193e-02 eta: 3:02:35 time: 0.3263 data_time: 0.0093 memory: 8786 grad_norm: 0.0997 loss: 0.0219 recall@thr=0.5: 0.3567 prec@thr=0.5: 0.5000 recall@top3: 0.6967 prec@top3: 0.5333 recall@top5: 0.8608 prec@top5: 0.4300 loss_action_cls: 0.0219 2022/12/04 11:35:59 - mmengine - INFO - Epoch(train) [3][2060/4451] lr: 9.9177e-02 eta: 3:02:29 time: 0.3255 data_time: 0.0122 memory: 8793 grad_norm: 0.1001 loss: 0.0211 recall@thr=0.5: 0.6914 prec@thr=0.5: 0.8519 recall@top3: 0.8642 prec@top3: 0.6296 recall@top5: 0.9383 prec@top5: 0.4222 loss_action_cls: 0.0211 2022/12/04 11:36:06 - mmengine - INFO - Epoch(train) [3][2080/4451] lr: 9.9161e-02 eta: 3:02:22 time: 0.3258 data_time: 0.0094 memory: 8774 grad_norm: 0.1041 loss: 0.0213 recall@thr=0.5: 0.4868 prec@thr=0.5: 0.5263 recall@top3: 0.6228 prec@top3: 0.4737 recall@top5: 0.8553 prec@top5: 0.4105 loss_action_cls: 0.0213 2022/12/04 11:36:12 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 11:36:12 - mmengine - INFO - Epoch(train) [3][2100/4451] lr: 9.9145e-02 eta: 3:02:16 time: 0.3268 data_time: 0.0110 memory: 8806 grad_norm: 0.1010 loss: 0.0222 recall@thr=0.5: 0.6444 prec@thr=0.5: 0.6667 recall@top3: 0.9111 prec@top3: 0.5111 recall@top5: 0.9667 prec@top5: 0.3333 loss_action_cls: 0.0222 2022/12/04 11:36:19 - mmengine - INFO - Epoch(train) [3][2120/4451] lr: 9.9129e-02 eta: 3:02:09 time: 0.3246 data_time: 0.0090 memory: 8783 grad_norm: 0.1039 loss: 0.0190 recall@thr=0.5: 0.6140 prec@thr=0.5: 0.8246 recall@top3: 0.8728 prec@top3: 0.6667 recall@top5: 0.9868 prec@top5: 0.4737 loss_action_cls: 0.0190 2022/12/04 11:36:25 - mmengine - INFO - Epoch(train) [3][2140/4451] lr: 9.9112e-02 eta: 3:02:03 time: 0.3262 data_time: 0.0096 memory: 8770 grad_norm: 0.1083 loss: 0.0225 recall@thr=0.5: 0.3778 prec@thr=0.5: 0.3778 recall@top3: 0.6444 prec@top3: 0.6000 recall@top5: 0.8111 prec@top5: 0.4533 loss_action_cls: 0.0225 2022/12/04 11:36:32 - mmengine - INFO - Epoch(train) [3][2160/4451] lr: 9.9096e-02 eta: 3:01:56 time: 0.3256 data_time: 0.0091 memory: 8832 grad_norm: 0.1063 loss: 0.0233 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.6296 recall@top3: 0.7130 prec@top3: 0.5000 recall@top5: 0.8981 prec@top5: 0.3667 loss_action_cls: 0.0233 2022/12/04 11:36:38 - mmengine - INFO - Epoch(train) [3][2180/4451] lr: 9.9079e-02 eta: 3:01:50 time: 0.3255 data_time: 0.0099 memory: 8770 grad_norm: 0.1025 loss: 0.0207 recall@thr=0.5: 0.4872 prec@thr=0.5: 0.5641 recall@top3: 0.7821 prec@top3: 0.4359 recall@top5: 0.9744 prec@top5: 0.3692 loss_action_cls: 0.0207 2022/12/04 11:36:45 - mmengine - INFO - Epoch(train) [3][2200/4451] lr: 9.9062e-02 eta: 3:01:43 time: 0.3263 data_time: 0.0106 memory: 8774 grad_norm: 0.1037 loss: 0.0222 recall@thr=0.5: 0.5750 prec@thr=0.5: 0.7271 recall@top3: 0.7583 prec@top3: 0.6042 recall@top5: 0.9542 prec@top5: 0.4875 loss_action_cls: 0.0222 2022/12/04 11:36:52 - mmengine - INFO - Epoch(train) [3][2220/4451] lr: 9.9045e-02 eta: 3:01:36 time: 0.3248 data_time: 0.0094 memory: 8826 grad_norm: 0.0975 loss: 0.0214 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8333 recall@top3: 0.8571 prec@top3: 0.5476 recall@top5: 0.9583 prec@top5: 0.4000 loss_action_cls: 0.0214 2022/12/04 11:36:58 - mmengine - INFO - Epoch(train) [3][2240/4451] lr: 9.9028e-02 eta: 3:01:30 time: 0.3266 data_time: 0.0115 memory: 8771 grad_norm: 0.1002 loss: 0.0206 recall@thr=0.5: 0.5933 prec@thr=0.5: 0.5967 recall@top3: 0.8133 prec@top3: 0.5333 recall@top5: 0.9333 prec@top5: 0.3680 loss_action_cls: 0.0206 2022/12/04 11:37:05 - mmengine - INFO - Epoch(train) [3][2260/4451] lr: 9.9010e-02 eta: 3:01:23 time: 0.3263 data_time: 0.0097 memory: 8770 grad_norm: 0.1068 loss: 0.0222 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.8600 recall@top3: 0.7867 prec@top3: 0.7200 recall@top5: 0.9267 prec@top5: 0.5280 loss_action_cls: 0.0222 2022/12/04 11:37:11 - mmengine - INFO - Epoch(train) [3][2280/4451] lr: 9.8993e-02 eta: 3:01:17 time: 0.3250 data_time: 0.0094 memory: 8799 grad_norm: 0.0987 loss: 0.0198 recall@thr=0.5: 0.5778 prec@thr=0.5: 0.6333 recall@top3: 0.9111 prec@top3: 0.5556 recall@top5: 0.9333 prec@top5: 0.3467 loss_action_cls: 0.0198 2022/12/04 11:37:18 - mmengine - INFO - Epoch(train) [3][2300/4451] lr: 9.8975e-02 eta: 3:01:10 time: 0.3244 data_time: 0.0093 memory: 8799 grad_norm: 0.1012 loss: 0.0194 recall@thr=0.5: 0.5271 prec@thr=0.5: 0.6146 recall@top3: 0.8500 prec@top3: 0.5000 recall@top5: 0.9479 prec@top5: 0.3625 loss_action_cls: 0.0194 2022/12/04 11:37:24 - mmengine - INFO - Epoch(train) [3][2320/4451] lr: 9.8957e-02 eta: 3:01:03 time: 0.3254 data_time: 0.0096 memory: 8770 grad_norm: 0.0993 loss: 0.0218 recall@thr=0.5: 0.4823 prec@thr=0.5: 0.6818 recall@top3: 0.6667 prec@top3: 0.5758 recall@top5: 0.9141 prec@top5: 0.4848 loss_action_cls: 0.0218 2022/12/04 11:37:31 - mmengine - INFO - Epoch(train) [3][2340/4451] lr: 9.8939e-02 eta: 3:00:57 time: 0.3264 data_time: 0.0095 memory: 8832 grad_norm: 0.1012 loss: 0.0223 recall@thr=0.5: 0.7939 prec@thr=0.5: 0.7982 recall@top3: 0.7982 prec@top3: 0.6316 recall@top5: 0.9868 prec@top5: 0.4737 loss_action_cls: 0.0223 2022/12/04 11:37:37 - mmengine - INFO - Epoch(train) [3][2360/4451] lr: 9.8921e-02 eta: 3:00:50 time: 0.3267 data_time: 0.0097 memory: 8770 grad_norm: 0.0990 loss: 0.0226 recall@thr=0.5: 0.5049 prec@thr=0.5: 0.5225 recall@top3: 0.7843 prec@top3: 0.6078 recall@top5: 0.9608 prec@top5: 0.4706 loss_action_cls: 0.0226 2022/12/04 11:37:44 - mmengine - INFO - Epoch(train) [3][2380/4451] lr: 9.8903e-02 eta: 3:00:44 time: 0.3278 data_time: 0.0097 memory: 8777 grad_norm: 0.0947 loss: 0.0222 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.7870 recall@top3: 0.8796 prec@top3: 0.5741 recall@top5: 0.9722 prec@top5: 0.4000 loss_action_cls: 0.0222 2022/12/04 11:37:50 - mmengine - INFO - Epoch(train) [3][2400/4451] lr: 9.8884e-02 eta: 3:00:37 time: 0.3259 data_time: 0.0093 memory: 8770 grad_norm: 0.1012 loss: 0.0209 recall@thr=0.5: 0.8237 prec@thr=0.5: 0.7660 recall@top3: 0.8750 prec@top3: 0.7179 recall@top5: 0.9744 prec@top5: 0.4615 loss_action_cls: 0.0209 2022/12/04 11:37:57 - mmengine - INFO - Epoch(train) [3][2420/4451] lr: 9.8866e-02 eta: 3:00:31 time: 0.3254 data_time: 0.0097 memory: 8804 grad_norm: 0.1042 loss: 0.0229 recall@thr=0.5: 0.5278 prec@thr=0.5: 0.7222 recall@top3: 0.6944 prec@top3: 0.4630 recall@top5: 0.7685 prec@top5: 0.3111 loss_action_cls: 0.0229 2022/12/04 11:38:03 - mmengine - INFO - Epoch(train) [3][2440/4451] lr: 9.8847e-02 eta: 3:00:24 time: 0.3266 data_time: 0.0090 memory: 8793 grad_norm: 0.0986 loss: 0.0225 recall@thr=0.5: 0.3426 prec@thr=0.5: 0.3611 recall@top3: 0.6019 prec@top3: 0.3704 recall@top5: 0.8148 prec@top5: 0.3000 loss_action_cls: 0.0225 2022/12/04 11:38:10 - mmengine - INFO - Epoch(train) [3][2460/4451] lr: 9.8828e-02 eta: 3:00:18 time: 0.3268 data_time: 0.0095 memory: 8774 grad_norm: 0.1026 loss: 0.0210 recall@thr=0.5: 0.7377 prec@thr=0.5: 0.8086 recall@top3: 0.8426 prec@top3: 0.6667 recall@top5: 0.9753 prec@top5: 0.4889 loss_action_cls: 0.0210 2022/12/04 11:38:16 - mmengine - INFO - Epoch(train) [3][2480/4451] lr: 9.8809e-02 eta: 3:00:11 time: 0.3271 data_time: 0.0095 memory: 8793 grad_norm: 0.0997 loss: 0.0205 recall@thr=0.5: 0.6014 prec@thr=0.5: 0.6329 recall@top3: 0.8423 prec@top3: 0.5676 recall@top5: 0.9054 prec@top5: 0.3730 loss_action_cls: 0.0205 2022/12/04 11:38:23 - mmengine - INFO - Epoch(train) [3][2500/4451] lr: 9.8790e-02 eta: 3:00:05 time: 0.3268 data_time: 0.0098 memory: 8786 grad_norm: 0.1011 loss: 0.0204 recall@thr=0.5: 0.5992 prec@thr=0.5: 0.6235 recall@top3: 0.7667 prec@top3: 0.6212 recall@top5: 0.8682 prec@top5: 0.4455 loss_action_cls: 0.0204 2022/12/04 11:38:29 - mmengine - INFO - Epoch(train) [3][2520/4451] lr: 9.8770e-02 eta: 2:59:58 time: 0.3264 data_time: 0.0091 memory: 8770 grad_norm: 0.1004 loss: 0.0230 recall@thr=0.5: 0.5789 prec@thr=0.5: 0.8596 recall@top3: 0.7982 prec@top3: 0.5965 recall@top5: 0.8947 prec@top5: 0.4000 loss_action_cls: 0.0230 2022/12/04 11:38:36 - mmengine - INFO - Epoch(train) [3][2540/4451] lr: 9.8751e-02 eta: 2:59:52 time: 0.3262 data_time: 0.0098 memory: 8790 grad_norm: 0.0997 loss: 0.0198 recall@thr=0.5: 0.5167 prec@thr=0.5: 0.6667 recall@top3: 0.6833 prec@top3: 0.5500 recall@top5: 0.8083 prec@top5: 0.4100 loss_action_cls: 0.0198 2022/12/04 11:38:42 - mmengine - INFO - Epoch(train) [3][2560/4451] lr: 9.8731e-02 eta: 2:59:45 time: 0.3269 data_time: 0.0093 memory: 8771 grad_norm: 0.1041 loss: 0.0215 recall@thr=0.5: 0.6471 prec@thr=0.5: 0.8088 recall@top3: 0.7647 prec@top3: 0.7647 recall@top5: 0.9118 prec@top5: 0.5647 loss_action_cls: 0.0215 2022/12/04 11:38:49 - mmengine - INFO - Epoch(train) [3][2580/4451] lr: 9.8711e-02 eta: 2:59:39 time: 0.3256 data_time: 0.0110 memory: 8806 grad_norm: 0.0986 loss: 0.0215 recall@thr=0.5: 0.4360 prec@thr=0.5: 0.5450 recall@top3: 0.6351 prec@top3: 0.5135 recall@top5: 0.7865 prec@top5: 0.3946 loss_action_cls: 0.0215 2022/12/04 11:38:56 - mmengine - INFO - Epoch(train) [3][2600/4451] lr: 9.8691e-02 eta: 2:59:32 time: 0.3262 data_time: 0.0089 memory: 8770 grad_norm: 0.0959 loss: 0.0208 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.6867 recall@top3: 0.8100 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.5120 loss_action_cls: 0.0208 2022/12/04 11:39:02 - mmengine - INFO - Epoch(train) [3][2620/4451] lr: 9.8671e-02 eta: 2:59:26 time: 0.3266 data_time: 0.0120 memory: 8770 grad_norm: 0.1032 loss: 0.0190 recall@thr=0.5: 0.8039 prec@thr=0.5: 0.7010 recall@top3: 0.8578 prec@top3: 0.5686 recall@top5: 1.0000 prec@top5: 0.4118 loss_action_cls: 0.0190 2022/12/04 11:39:09 - mmengine - INFO - Epoch(train) [3][2640/4451] lr: 9.8651e-02 eta: 2:59:19 time: 0.3274 data_time: 0.0105 memory: 8770 grad_norm: 0.1071 loss: 0.0212 recall@thr=0.5: 0.5175 prec@thr=0.5: 0.6579 recall@top3: 0.7500 prec@top3: 0.5614 recall@top5: 0.8816 prec@top5: 0.4316 loss_action_cls: 0.0212 2022/12/04 11:39:15 - mmengine - INFO - Epoch(train) [3][2660/4451] lr: 9.8630e-02 eta: 2:59:13 time: 0.3274 data_time: 0.0095 memory: 8783 grad_norm: 0.0977 loss: 0.0190 recall@thr=0.5: 0.6884 prec@thr=0.5: 0.8043 recall@top3: 0.7790 prec@top3: 0.7536 recall@top5: 0.9565 prec@top5: 0.5652 loss_action_cls: 0.0190 2022/12/04 11:39:22 - mmengine - INFO - Epoch(train) [3][2680/4451] lr: 9.8610e-02 eta: 2:59:06 time: 0.3245 data_time: 0.0092 memory: 8783 grad_norm: 0.1046 loss: 0.0193 recall@thr=0.5: 0.5625 prec@thr=0.5: 0.7431 recall@top3: 0.7153 prec@top3: 0.5000 recall@top5: 0.8889 prec@top5: 0.3833 loss_action_cls: 0.0193 2022/12/04 11:39:28 - mmengine - INFO - Epoch(train) [3][2700/4451] lr: 9.8589e-02 eta: 2:58:59 time: 0.3247 data_time: 0.0091 memory: 8770 grad_norm: 0.0966 loss: 0.0221 recall@thr=0.5: 0.3986 prec@thr=0.5: 0.5217 recall@top3: 0.5797 prec@top3: 0.5072 recall@top5: 0.7101 prec@top5: 0.3826 loss_action_cls: 0.0221 2022/12/04 11:39:35 - mmengine - INFO - Epoch(train) [3][2720/4451] lr: 9.8568e-02 eta: 2:58:53 time: 0.3257 data_time: 0.0092 memory: 8771 grad_norm: 0.1027 loss: 0.0199 recall@thr=0.5: 0.7153 prec@thr=0.5: 0.7604 recall@top3: 0.7917 prec@top3: 0.7500 recall@top5: 0.9236 prec@top5: 0.5333 loss_action_cls: 0.0199 2022/12/04 11:39:41 - mmengine - INFO - Epoch(train) [3][2740/4451] lr: 9.8547e-02 eta: 2:58:46 time: 0.3247 data_time: 0.0099 memory: 8796 grad_norm: 0.0982 loss: 0.0217 recall@thr=0.5: 0.5789 prec@thr=0.5: 0.6491 recall@top3: 0.8088 prec@top3: 0.6316 recall@top5: 0.9789 prec@top5: 0.5053 loss_action_cls: 0.0217 2022/12/04 11:39:48 - mmengine - INFO - Epoch(train) [3][2760/4451] lr: 9.8526e-02 eta: 2:58:40 time: 0.3264 data_time: 0.0092 memory: 8790 grad_norm: 0.1036 loss: 0.0220 recall@thr=0.5: 0.7370 prec@thr=0.5: 0.7407 recall@top3: 0.7704 prec@top3: 0.6481 recall@top5: 0.8519 prec@top5: 0.4556 loss_action_cls: 0.0220 2022/12/04 11:39:54 - mmengine - INFO - Epoch(train) [3][2780/4451] lr: 9.8505e-02 eta: 2:58:33 time: 0.3256 data_time: 0.0096 memory: 8777 grad_norm: 0.0989 loss: 0.0232 recall@thr=0.5: 0.6778 prec@thr=0.5: 0.7889 recall@top3: 0.8111 prec@top3: 0.6667 recall@top5: 0.8667 prec@top5: 0.4400 loss_action_cls: 0.0232 2022/12/04 11:40:01 - mmengine - INFO - Epoch(train) [3][2800/4451] lr: 9.8483e-02 eta: 2:58:27 time: 0.3261 data_time: 0.0092 memory: 8777 grad_norm: 0.0956 loss: 0.0195 recall@thr=0.5: 0.5965 prec@thr=0.5: 0.7368 recall@top3: 0.8509 prec@top3: 0.5439 recall@top5: 0.8860 prec@top5: 0.3474 loss_action_cls: 0.0195 2022/12/04 11:40:07 - mmengine - INFO - Epoch(train) [3][2820/4451] lr: 9.8462e-02 eta: 2:58:20 time: 0.3273 data_time: 0.0128 memory: 8771 grad_norm: 0.1064 loss: 0.0206 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.8021 recall@top3: 0.8958 prec@top3: 0.7292 recall@top5: 0.9167 prec@top5: 0.4500 loss_action_cls: 0.0206 2022/12/04 11:40:14 - mmengine - INFO - Epoch(train) [3][2840/4451] lr: 9.8440e-02 eta: 2:58:14 time: 0.3247 data_time: 0.0096 memory: 8786 grad_norm: 0.1010 loss: 0.0201 recall@thr=0.5: 0.8475 prec@thr=0.5: 0.9167 recall@top3: 0.9162 prec@top3: 0.7255 recall@top5: 0.9525 prec@top5: 0.4647 loss_action_cls: 0.0201 2022/12/04 11:40:20 - mmengine - INFO - Epoch(train) [3][2860/4451] lr: 9.8418e-02 eta: 2:58:07 time: 0.3275 data_time: 0.0093 memory: 8770 grad_norm: 0.1023 loss: 0.0200 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.7143 recall@top3: 0.8810 prec@top3: 0.6190 recall@top5: 0.9286 prec@top5: 0.4000 loss_action_cls: 0.0200 2022/12/04 11:40:27 - mmengine - INFO - Epoch(train) [3][2880/4451] lr: 9.8396e-02 eta: 2:58:01 time: 0.3260 data_time: 0.0092 memory: 8796 grad_norm: 0.1001 loss: 0.0210 recall@thr=0.5: 0.4167 prec@thr=0.5: 0.5278 recall@top3: 0.5972 prec@top3: 0.5000 recall@top5: 0.7315 prec@top5: 0.3778 loss_action_cls: 0.0210 2022/12/04 11:40:33 - mmengine - INFO - Epoch(train) [3][2900/4451] lr: 9.8373e-02 eta: 2:57:54 time: 0.3271 data_time: 0.0099 memory: 8777 grad_norm: 0.1067 loss: 0.0221 recall@thr=0.5: 0.5797 prec@thr=0.5: 0.7572 recall@top3: 0.8587 prec@top3: 0.6667 recall@top5: 0.9891 prec@top5: 0.4870 loss_action_cls: 0.0221 2022/12/04 11:40:40 - mmengine - INFO - Epoch(train) [3][2920/4451] lr: 9.8351e-02 eta: 2:57:47 time: 0.3243 data_time: 0.0099 memory: 8770 grad_norm: 0.1043 loss: 0.0203 recall@thr=0.5: 0.3854 prec@thr=0.5: 0.5729 recall@top3: 0.7708 prec@top3: 0.5625 recall@top5: 0.8854 prec@top5: 0.3750 loss_action_cls: 0.0203 2022/12/04 11:40:46 - mmengine - INFO - Epoch(train) [3][2940/4451] lr: 9.8328e-02 eta: 2:57:41 time: 0.3266 data_time: 0.0094 memory: 8770 grad_norm: 0.1010 loss: 0.0205 recall@thr=0.5: 0.6433 prec@thr=0.5: 0.6067 recall@top3: 0.7433 prec@top3: 0.5600 recall@top5: 0.9033 prec@top5: 0.3920 loss_action_cls: 0.0205 2022/12/04 11:40:53 - mmengine - INFO - Epoch(train) [3][2960/4451] lr: 9.8306e-02 eta: 2:57:34 time: 0.3269 data_time: 0.0093 memory: 8819 grad_norm: 0.1017 loss: 0.0217 recall@thr=0.5: 0.3551 prec@thr=0.5: 0.5362 recall@top3: 0.7862 prec@top3: 0.5797 recall@top5: 0.9348 prec@top5: 0.4261 loss_action_cls: 0.0217 2022/12/04 11:40:59 - mmengine - INFO - Epoch(train) [3][2980/4451] lr: 9.8283e-02 eta: 2:57:28 time: 0.3253 data_time: 0.0095 memory: 8786 grad_norm: 0.0960 loss: 0.0211 recall@thr=0.5: 0.7200 prec@thr=0.5: 0.5667 recall@top3: 0.7800 prec@top3: 0.5333 recall@top5: 0.9200 prec@top5: 0.3760 loss_action_cls: 0.0211 2022/12/04 11:41:06 - mmengine - INFO - Epoch(train) [3][3000/4451] lr: 9.8260e-02 eta: 2:57:21 time: 0.3262 data_time: 0.0098 memory: 8793 grad_norm: 0.0993 loss: 0.0221 recall@thr=0.5: 0.8529 prec@thr=0.5: 0.8235 recall@top3: 0.9118 prec@top3: 0.5882 recall@top5: 0.9118 prec@top5: 0.3529 loss_action_cls: 0.0221 2022/12/04 11:41:12 - mmengine - INFO - Epoch(train) [3][3020/4451] lr: 9.8237e-02 eta: 2:57:15 time: 0.3277 data_time: 0.0105 memory: 8780 grad_norm: 0.0971 loss: 0.0207 recall@thr=0.5: 0.6471 prec@thr=0.5: 0.7103 recall@top3: 0.7339 prec@top3: 0.5862 recall@top5: 0.8828 prec@top5: 0.4345 loss_action_cls: 0.0207 2022/12/04 11:41:19 - mmengine - INFO - Epoch(train) [3][3040/4451] lr: 9.8214e-02 eta: 2:57:08 time: 0.3248 data_time: 0.0103 memory: 8786 grad_norm: 0.0991 loss: 0.0194 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.7500 recall@top3: 0.8833 prec@top3: 0.6333 recall@top5: 0.9500 prec@top5: 0.4200 loss_action_cls: 0.0194 2022/12/04 11:41:26 - mmengine - INFO - Epoch(train) [3][3060/4451] lr: 9.8190e-02 eta: 2:57:02 time: 0.3270 data_time: 0.0118 memory: 8770 grad_norm: 0.1001 loss: 0.0190 recall@thr=0.5: 0.6310 prec@thr=0.5: 0.7857 recall@top3: 0.8333 prec@top3: 0.4286 recall@top5: 0.9643 prec@top5: 0.3000 loss_action_cls: 0.0190 2022/12/04 11:41:32 - mmengine - INFO - Epoch(train) [3][3080/4451] lr: 9.8166e-02 eta: 2:56:55 time: 0.3256 data_time: 0.0094 memory: 8771 grad_norm: 0.1031 loss: 0.0213 recall@thr=0.5: 0.7125 prec@thr=0.5: 0.7000 recall@top3: 0.7833 prec@top3: 0.6333 recall@top5: 0.9333 prec@top5: 0.4600 loss_action_cls: 0.0213 2022/12/04 11:41:38 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 11:41:39 - mmengine - INFO - Epoch(train) [3][3100/4451] lr: 9.8143e-02 eta: 2:56:49 time: 0.3263 data_time: 0.0091 memory: 8793 grad_norm: 0.0960 loss: 0.0209 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.7549 recall@top3: 0.8431 prec@top3: 0.5882 recall@top5: 0.9412 prec@top5: 0.4118 loss_action_cls: 0.0209 2022/12/04 11:41:45 - mmengine - INFO - Epoch(train) [3][3120/4451] lr: 9.8119e-02 eta: 2:56:42 time: 0.3299 data_time: 0.0136 memory: 8771 grad_norm: 0.0985 loss: 0.0197 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.6875 recall@top3: 0.8958 prec@top3: 0.6458 recall@top5: 0.9688 prec@top5: 0.4250 loss_action_cls: 0.0197 2022/12/04 11:41:52 - mmengine - INFO - Epoch(train) [3][3140/4451] lr: 9.8095e-02 eta: 2:56:36 time: 0.3254 data_time: 0.0092 memory: 8804 grad_norm: 0.0958 loss: 0.0228 recall@thr=0.5: 0.5933 prec@thr=0.5: 0.6413 recall@top3: 0.6700 prec@top3: 0.6267 recall@top5: 0.8500 prec@top5: 0.5120 loss_action_cls: 0.0228 2022/12/04 11:41:58 - mmengine - INFO - Epoch(train) [3][3160/4451] lr: 9.8071e-02 eta: 2:56:29 time: 0.3258 data_time: 0.0112 memory: 8770 grad_norm: 0.1013 loss: 0.0208 recall@thr=0.5: 0.3775 prec@thr=0.5: 0.6176 recall@top3: 0.6127 prec@top3: 0.5098 recall@top5: 0.8627 prec@top5: 0.4118 loss_action_cls: 0.0208 2022/12/04 11:42:05 - mmengine - INFO - Epoch(train) [3][3180/4451] lr: 9.8046e-02 eta: 2:56:23 time: 0.3279 data_time: 0.0105 memory: 8771 grad_norm: 0.1026 loss: 0.0228 recall@thr=0.5: 0.8213 prec@thr=0.5: 0.8633 recall@top3: 0.8813 prec@top3: 0.8133 recall@top5: 0.9240 prec@top5: 0.5200 loss_action_cls: 0.0228 2022/12/04 11:42:11 - mmengine - INFO - Epoch(train) [3][3200/4451] lr: 9.8022e-02 eta: 2:56:16 time: 0.3258 data_time: 0.0099 memory: 8771 grad_norm: 0.1000 loss: 0.0236 recall@thr=0.5: 0.6976 prec@thr=0.5: 0.7302 recall@top3: 0.7468 prec@top3: 0.6349 recall@top5: 0.8651 prec@top5: 0.4571 loss_action_cls: 0.0236 2022/12/04 11:42:18 - mmengine - INFO - Epoch(train) [3][3220/4451] lr: 9.7997e-02 eta: 2:56:10 time: 0.3275 data_time: 0.0114 memory: 8786 grad_norm: 0.1055 loss: 0.0244 recall@thr=0.5: 0.7025 prec@thr=0.5: 0.7417 recall@top3: 0.7317 prec@top3: 0.5833 recall@top5: 0.8367 prec@top5: 0.4300 loss_action_cls: 0.0244 2022/12/04 11:42:24 - mmengine - INFO - Epoch(train) [3][3240/4451] lr: 9.7972e-02 eta: 2:56:03 time: 0.3264 data_time: 0.0097 memory: 8839 grad_norm: 0.0996 loss: 0.0209 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7619 recall@top3: 0.7619 prec@top3: 0.6667 recall@top5: 0.9643 prec@top5: 0.4857 loss_action_cls: 0.0209 2022/12/04 11:42:31 - mmengine - INFO - Epoch(train) [3][3260/4451] lr: 9.7947e-02 eta: 2:55:57 time: 0.3271 data_time: 0.0094 memory: 8804 grad_norm: 0.1008 loss: 0.0209 recall@thr=0.5: 0.5625 prec@thr=0.5: 0.5521 recall@top3: 0.6562 prec@top3: 0.3958 recall@top5: 0.8438 prec@top5: 0.3125 loss_action_cls: 0.0209 2022/12/04 11:42:37 - mmengine - INFO - Epoch(train) [3][3280/4451] lr: 9.7922e-02 eta: 2:55:50 time: 0.3252 data_time: 0.0094 memory: 8774 grad_norm: 0.1031 loss: 0.0212 recall@thr=0.5: 0.7860 prec@thr=0.5: 0.7807 recall@top3: 0.8175 prec@top3: 0.5439 recall@top5: 0.8912 prec@top5: 0.3789 loss_action_cls: 0.0212 2022/12/04 11:42:44 - mmengine - INFO - Epoch(train) [3][3300/4451] lr: 9.7897e-02 eta: 2:55:44 time: 0.3261 data_time: 0.0095 memory: 8790 grad_norm: 0.1016 loss: 0.0205 recall@thr=0.5: 0.5588 prec@thr=0.5: 0.6029 recall@top3: 0.7451 prec@top3: 0.5098 recall@top5: 0.8333 prec@top5: 0.3529 loss_action_cls: 0.0205 2022/12/04 11:42:50 - mmengine - INFO - Epoch(train) [3][3320/4451] lr: 9.7872e-02 eta: 2:55:37 time: 0.3259 data_time: 0.0111 memory: 8806 grad_norm: 0.0995 loss: 0.0219 recall@thr=0.5: 0.6725 prec@thr=0.5: 0.8431 recall@top3: 0.7667 prec@top3: 0.6863 recall@top5: 0.8529 prec@top5: 0.4824 loss_action_cls: 0.0219 2022/12/04 11:42:57 - mmengine - INFO - Epoch(train) [3][3340/4451] lr: 9.7846e-02 eta: 2:55:30 time: 0.3254 data_time: 0.0092 memory: 8770 grad_norm: 0.1006 loss: 0.0209 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8111 recall@top3: 0.8444 prec@top3: 0.7111 recall@top5: 0.8833 prec@top5: 0.4533 loss_action_cls: 0.0209 2022/12/04 11:43:03 - mmengine - INFO - Epoch(train) [3][3360/4451] lr: 9.7820e-02 eta: 2:55:24 time: 0.3243 data_time: 0.0098 memory: 8770 grad_norm: 0.1007 loss: 0.0191 recall@thr=0.5: 0.7972 prec@thr=0.5: 0.8819 recall@top3: 0.8139 prec@top3: 0.7361 recall@top5: 0.8819 prec@top5: 0.4917 loss_action_cls: 0.0191 2022/12/04 11:43:10 - mmengine - INFO - Epoch(train) [3][3380/4451] lr: 9.7795e-02 eta: 2:55:17 time: 0.3272 data_time: 0.0096 memory: 8799 grad_norm: 0.1039 loss: 0.0197 recall@thr=0.5: 0.6199 prec@thr=0.5: 0.6859 recall@top3: 0.7929 prec@top3: 0.6667 recall@top5: 0.9077 prec@top5: 0.4615 loss_action_cls: 0.0197 2022/12/04 11:43:16 - mmengine - INFO - Epoch(train) [3][3400/4451] lr: 9.7769e-02 eta: 2:55:11 time: 0.3249 data_time: 0.0109 memory: 8770 grad_norm: 0.0999 loss: 0.0215 recall@thr=0.5: 0.5591 prec@thr=0.5: 0.7957 recall@top3: 0.7204 prec@top3: 0.5914 recall@top5: 0.8844 prec@top5: 0.4258 loss_action_cls: 0.0215 2022/12/04 11:43:23 - mmengine - INFO - Epoch(train) [3][3420/4451] lr: 9.7742e-02 eta: 2:55:04 time: 0.3258 data_time: 0.0099 memory: 8790 grad_norm: 0.1052 loss: 0.0234 recall@thr=0.5: 0.3810 prec@thr=0.5: 0.4802 recall@top3: 0.5397 prec@top3: 0.4127 recall@top5: 0.7698 prec@top5: 0.3238 loss_action_cls: 0.0234 2022/12/04 11:43:30 - mmengine - INFO - Epoch(train) [3][3440/4451] lr: 9.7716e-02 eta: 2:54:58 time: 0.3271 data_time: 0.0102 memory: 8777 grad_norm: 0.0987 loss: 0.0209 recall@thr=0.5: 0.7237 prec@thr=0.5: 0.6491 recall@top3: 0.7939 prec@top3: 0.5439 recall@top5: 0.9474 prec@top5: 0.4316 loss_action_cls: 0.0209 2022/12/04 11:43:36 - mmengine - INFO - Epoch(train) [3][3460/4451] lr: 9.7690e-02 eta: 2:54:51 time: 0.3270 data_time: 0.0105 memory: 8786 grad_norm: 0.0987 loss: 0.0189 recall@thr=0.5: 0.7319 prec@thr=0.5: 0.8116 recall@top3: 0.7899 prec@top3: 0.5797 recall@top5: 0.8913 prec@top5: 0.4087 loss_action_cls: 0.0189 2022/12/04 11:43:43 - mmengine - INFO - Epoch(train) [3][3480/4451] lr: 9.7663e-02 eta: 2:54:45 time: 0.3261 data_time: 0.0094 memory: 8774 grad_norm: 0.0938 loss: 0.0205 recall@thr=0.5: 0.6569 prec@thr=0.5: 0.7647 recall@top3: 0.6716 prec@top3: 0.5882 recall@top5: 0.8235 prec@top5: 0.4353 loss_action_cls: 0.0205 2022/12/04 11:43:49 - mmengine - INFO - Epoch(train) [3][3500/4451] lr: 9.7636e-02 eta: 2:54:38 time: 0.3269 data_time: 0.0093 memory: 8774 grad_norm: 0.1001 loss: 0.0225 recall@thr=0.5: 0.6961 prec@thr=0.5: 0.7647 recall@top3: 0.8725 prec@top3: 0.5098 recall@top5: 1.0000 prec@top5: 0.3647 loss_action_cls: 0.0225 2022/12/04 11:43:56 - mmengine - INFO - Epoch(train) [3][3520/4451] lr: 9.7609e-02 eta: 2:54:32 time: 0.3270 data_time: 0.0093 memory: 8777 grad_norm: 0.0965 loss: 0.0203 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8627 recall@top3: 0.8431 prec@top3: 0.6275 recall@top5: 1.0000 prec@top5: 0.4471 loss_action_cls: 0.0203 2022/12/04 11:44:02 - mmengine - INFO - Epoch(train) [3][3540/4451] lr: 9.7582e-02 eta: 2:54:25 time: 0.3277 data_time: 0.0116 memory: 8832 grad_norm: 0.0957 loss: 0.0204 recall@thr=0.5: 0.7685 prec@thr=0.5: 0.8056 recall@top3: 0.8241 prec@top3: 0.6667 recall@top5: 0.9259 prec@top5: 0.4667 loss_action_cls: 0.0204 2022/12/04 11:44:09 - mmengine - INFO - Epoch(train) [3][3560/4451] lr: 9.7555e-02 eta: 2:54:19 time: 0.3268 data_time: 0.0094 memory: 8783 grad_norm: 0.1012 loss: 0.0240 recall@thr=0.5: 0.5658 prec@thr=0.5: 0.7018 recall@top3: 0.8377 prec@top3: 0.6842 recall@top5: 0.9474 prec@top5: 0.4737 loss_action_cls: 0.0240 2022/12/04 11:44:15 - mmengine - INFO - Epoch(train) [3][3580/4451] lr: 9.7528e-02 eta: 2:54:12 time: 0.3275 data_time: 0.0109 memory: 8774 grad_norm: 0.0974 loss: 0.0192 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.7436 recall@top3: 0.8910 prec@top3: 0.6026 recall@top5: 0.9494 prec@top5: 0.4077 loss_action_cls: 0.0192 2022/12/04 11:44:22 - mmengine - INFO - Epoch(train) [3][3600/4451] lr: 9.7500e-02 eta: 2:54:06 time: 0.3259 data_time: 0.0103 memory: 8770 grad_norm: 0.1013 loss: 0.0195 recall@thr=0.5: 0.4487 prec@thr=0.5: 0.7051 recall@top3: 0.6410 prec@top3: 0.3846 recall@top5: 0.7949 prec@top5: 0.3077 loss_action_cls: 0.0195 2022/12/04 11:44:28 - mmengine - INFO - Epoch(train) [3][3620/4451] lr: 9.7473e-02 eta: 2:53:59 time: 0.3259 data_time: 0.0092 memory: 8770 grad_norm: 0.1026 loss: 0.0194 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7698 recall@top3: 0.9683 prec@top3: 0.6984 recall@top5: 1.0000 prec@top5: 0.4381 loss_action_cls: 0.0194 2022/12/04 11:44:35 - mmengine - INFO - Epoch(train) [3][3640/4451] lr: 9.7445e-02 eta: 2:53:53 time: 0.3256 data_time: 0.0095 memory: 8770 grad_norm: 0.1019 loss: 0.0224 recall@thr=0.5: 0.6544 prec@thr=0.5: 0.7614 recall@top3: 0.7781 prec@top3: 0.7719 recall@top5: 0.9439 prec@top5: 0.5789 loss_action_cls: 0.0224 2022/12/04 11:44:41 - mmengine - INFO - Epoch(train) [3][3660/4451] lr: 9.7417e-02 eta: 2:53:46 time: 0.3256 data_time: 0.0090 memory: 8770 grad_norm: 0.1025 loss: 0.0201 recall@thr=0.5: 0.6270 prec@thr=0.5: 0.6984 recall@top3: 0.8849 prec@top3: 0.6508 recall@top5: 0.9762 prec@top5: 0.4571 loss_action_cls: 0.0201 2022/12/04 11:44:48 - mmengine - INFO - Epoch(train) [3][3680/4451] lr: 9.7389e-02 eta: 2:53:39 time: 0.3264 data_time: 0.0092 memory: 8796 grad_norm: 0.1039 loss: 0.0210 recall@thr=0.5: 0.4470 prec@thr=0.5: 0.7045 recall@top3: 0.5455 prec@top3: 0.5455 recall@top5: 0.8636 prec@top5: 0.5182 loss_action_cls: 0.0210 2022/12/04 11:44:54 - mmengine - INFO - Epoch(train) [3][3700/4451] lr: 9.7361e-02 eta: 2:53:33 time: 0.3259 data_time: 0.0095 memory: 8770 grad_norm: 0.0992 loss: 0.0201 recall@thr=0.5: 0.5900 prec@thr=0.5: 0.7200 recall@top3: 0.7367 prec@top3: 0.6267 recall@top5: 0.8900 prec@top5: 0.4720 loss_action_cls: 0.0201 2022/12/04 11:45:01 - mmengine - INFO - Epoch(train) [3][3720/4451] lr: 9.7333e-02 eta: 2:53:26 time: 0.3261 data_time: 0.0098 memory: 8777 grad_norm: 0.1021 loss: 0.0207 recall@thr=0.5: 0.7045 prec@thr=0.5: 0.8220 recall@top3: 0.8333 prec@top3: 0.7121 recall@top5: 0.9394 prec@top5: 0.4909 loss_action_cls: 0.0207 2022/12/04 11:45:08 - mmengine - INFO - Epoch(train) [3][3740/4451] lr: 9.7304e-02 eta: 2:53:20 time: 0.3265 data_time: 0.0094 memory: 8780 grad_norm: 0.1027 loss: 0.0201 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.7130 recall@top3: 0.8056 prec@top3: 0.5926 recall@top5: 0.9259 prec@top5: 0.4111 loss_action_cls: 0.0201 2022/12/04 11:45:14 - mmengine - INFO - Epoch(train) [3][3760/4451] lr: 9.7275e-02 eta: 2:53:13 time: 0.3267 data_time: 0.0093 memory: 8770 grad_norm: 0.0973 loss: 0.0199 recall@thr=0.5: 0.8167 prec@thr=0.5: 0.8250 recall@top3: 0.9083 prec@top3: 0.6500 recall@top5: 0.9333 prec@top5: 0.4000 loss_action_cls: 0.0199 2022/12/04 11:45:21 - mmengine - INFO - Epoch(train) [3][3780/4451] lr: 9.7247e-02 eta: 2:53:07 time: 0.3252 data_time: 0.0100 memory: 8770 grad_norm: 0.1024 loss: 0.0201 recall@thr=0.5: 0.8529 prec@thr=0.5: 0.9706 recall@top3: 0.8529 prec@top3: 0.5098 recall@top5: 0.9118 prec@top5: 0.3294 loss_action_cls: 0.0201 2022/12/04 11:45:27 - mmengine - INFO - Epoch(train) [3][3800/4451] lr: 9.7218e-02 eta: 2:53:00 time: 0.3253 data_time: 0.0095 memory: 8783 grad_norm: 0.1027 loss: 0.0202 recall@thr=0.5: 0.3472 prec@thr=0.5: 0.5228 recall@top3: 0.7222 prec@top3: 0.5556 recall@top5: 0.8722 prec@top5: 0.4333 loss_action_cls: 0.0202 2022/12/04 11:45:34 - mmengine - INFO - Epoch(train) [3][3820/4451] lr: 9.7189e-02 eta: 2:52:54 time: 0.3252 data_time: 0.0102 memory: 8770 grad_norm: 0.0996 loss: 0.0219 recall@thr=0.5: 0.4706 prec@thr=0.5: 0.5490 recall@top3: 0.6863 prec@top3: 0.3922 recall@top5: 0.9804 prec@top5: 0.3529 loss_action_cls: 0.0219 2022/12/04 11:45:40 - mmengine - INFO - Epoch(train) [3][3840/4451] lr: 9.7159e-02 eta: 2:52:47 time: 0.3267 data_time: 0.0094 memory: 8793 grad_norm: 0.1000 loss: 0.0187 recall@thr=0.5: 0.7593 prec@thr=0.5: 0.8194 recall@top3: 0.8056 prec@top3: 0.7407 recall@top5: 0.9444 prec@top5: 0.5000 loss_action_cls: 0.0187 2022/12/04 11:45:47 - mmengine - INFO - Epoch(train) [3][3860/4451] lr: 9.7130e-02 eta: 2:52:41 time: 0.3268 data_time: 0.0096 memory: 8783 grad_norm: 0.1023 loss: 0.0221 recall@thr=0.5: 0.5694 prec@thr=0.5: 0.7431 recall@top3: 0.7153 prec@top3: 0.6111 recall@top5: 0.8507 prec@top5: 0.4417 loss_action_cls: 0.0221 2022/12/04 11:45:53 - mmengine - INFO - Epoch(train) [3][3880/4451] lr: 9.7100e-02 eta: 2:52:34 time: 0.3268 data_time: 0.0094 memory: 8770 grad_norm: 0.0935 loss: 0.0208 recall@thr=0.5: 0.5064 prec@thr=0.5: 0.5833 recall@top3: 0.6731 prec@top3: 0.4487 recall@top5: 0.8462 prec@top5: 0.3385 loss_action_cls: 0.0208 2022/12/04 11:46:00 - mmengine - INFO - Epoch(train) [3][3900/4451] lr: 9.7071e-02 eta: 2:52:27 time: 0.3255 data_time: 0.0114 memory: 8770 grad_norm: 0.0984 loss: 0.0195 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.9083 recall@top3: 0.9067 prec@top3: 0.7500 recall@top5: 0.9900 prec@top5: 0.5200 loss_action_cls: 0.0195 2022/12/04 11:46:06 - mmengine - INFO - Epoch(train) [3][3920/4451] lr: 9.7041e-02 eta: 2:52:21 time: 0.3272 data_time: 0.0098 memory: 8771 grad_norm: 0.0965 loss: 0.0221 recall@thr=0.5: 0.7994 prec@thr=0.5: 0.8457 recall@top3: 0.8241 prec@top3: 0.6420 recall@top5: 0.9136 prec@top5: 0.4444 loss_action_cls: 0.0221 2022/12/04 11:46:13 - mmengine - INFO - Epoch(train) [3][3940/4451] lr: 9.7011e-02 eta: 2:52:14 time: 0.3262 data_time: 0.0109 memory: 8850 grad_norm: 0.0956 loss: 0.0201 recall@thr=0.5: 0.3889 prec@thr=0.5: 0.5556 recall@top3: 0.6389 prec@top3: 0.4815 recall@top5: 1.0000 prec@top5: 0.3889 loss_action_cls: 0.0201 2022/12/04 11:46:19 - mmengine - INFO - Epoch(train) [3][3960/4451] lr: 9.6981e-02 eta: 2:52:08 time: 0.3267 data_time: 0.0092 memory: 8770 grad_norm: 0.1006 loss: 0.0217 recall@thr=0.5: 0.6815 prec@thr=0.5: 0.6756 recall@top3: 0.7530 prec@top3: 0.6429 recall@top5: 0.9226 prec@top5: 0.4786 loss_action_cls: 0.0217 2022/12/04 11:46:26 - mmengine - INFO - Epoch(train) [3][3980/4451] lr: 9.6951e-02 eta: 2:52:01 time: 0.3265 data_time: 0.0096 memory: 8770 grad_norm: 0.1019 loss: 0.0223 recall@thr=0.5: 0.5863 prec@thr=0.5: 0.8363 recall@top3: 0.7827 prec@top3: 0.6667 recall@top5: 0.9107 prec@top5: 0.4929 loss_action_cls: 0.0223 2022/12/04 11:46:32 - mmengine - INFO - Epoch(train) [3][4000/4451] lr: 9.6920e-02 eta: 2:51:55 time: 0.3255 data_time: 0.0112 memory: 8777 grad_norm: 0.1019 loss: 0.0200 recall@thr=0.5: 0.6404 prec@thr=0.5: 0.8947 recall@top3: 0.8070 prec@top3: 0.7018 recall@top5: 0.9079 prec@top5: 0.4842 loss_action_cls: 0.0200 2022/12/04 11:46:39 - mmengine - INFO - Epoch(train) [3][4020/4451] lr: 9.6890e-02 eta: 2:51:48 time: 0.3245 data_time: 0.0110 memory: 8777 grad_norm: 0.1057 loss: 0.0214 recall@thr=0.5: 0.6123 prec@thr=0.5: 0.6739 recall@top3: 0.6304 prec@top3: 0.5652 recall@top5: 0.9275 prec@top5: 0.5043 loss_action_cls: 0.0214 2022/12/04 11:46:45 - mmengine - INFO - Epoch(train) [3][4040/4451] lr: 9.6859e-02 eta: 2:51:42 time: 0.3270 data_time: 0.0097 memory: 8786 grad_norm: 0.1037 loss: 0.0205 recall@thr=0.5: 0.6762 prec@thr=0.5: 0.8333 recall@top3: 0.8111 prec@top3: 0.6508 recall@top5: 0.9841 prec@top5: 0.5143 loss_action_cls: 0.0205 2022/12/04 11:46:52 - mmengine - INFO - Epoch(train) [3][4060/4451] lr: 9.6828e-02 eta: 2:51:35 time: 0.3259 data_time: 0.0099 memory: 8816 grad_norm: 0.0918 loss: 0.0192 recall@thr=0.5: 0.8611 prec@thr=0.5: 0.8241 recall@top3: 0.8981 prec@top3: 0.5741 recall@top5: 1.0000 prec@top5: 0.3889 loss_action_cls: 0.0192 2022/12/04 11:46:58 - mmengine - INFO - Epoch(train) [3][4080/4451] lr: 9.6797e-02 eta: 2:51:29 time: 0.3263 data_time: 0.0098 memory: 8786 grad_norm: 0.0983 loss: 0.0206 recall@thr=0.5: 0.7560 prec@thr=0.5: 0.8095 recall@top3: 0.7738 prec@top3: 0.7381 recall@top5: 0.9345 prec@top5: 0.5357 loss_action_cls: 0.0206 2022/12/04 11:47:04 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 11:47:05 - mmengine - INFO - Epoch(train) [3][4100/4451] lr: 9.6766e-02 eta: 2:51:22 time: 0.3266 data_time: 0.0112 memory: 8793 grad_norm: 0.0990 loss: 0.0207 recall@thr=0.5: 0.7097 prec@thr=0.5: 0.8065 recall@top3: 0.8522 prec@top3: 0.7742 recall@top5: 0.9892 prec@top5: 0.5419 loss_action_cls: 0.0207 2022/12/04 11:47:11 - mmengine - INFO - Epoch(train) [3][4120/4451] lr: 9.6735e-02 eta: 2:51:16 time: 0.3258 data_time: 0.0104 memory: 8770 grad_norm: 0.0966 loss: 0.0195 recall@thr=0.5: 0.6587 prec@thr=0.5: 0.7619 recall@top3: 0.8175 prec@top3: 0.7143 recall@top5: 0.9524 prec@top5: 0.5048 loss_action_cls: 0.0195 2022/12/04 11:47:18 - mmengine - INFO - Epoch(train) [3][4140/4451] lr: 9.6703e-02 eta: 2:51:09 time: 0.3243 data_time: 0.0097 memory: 8774 grad_norm: 0.1051 loss: 0.0241 recall@thr=0.5: 0.7424 prec@thr=0.5: 0.8220 recall@top3: 0.8788 prec@top3: 0.8030 recall@top5: 0.9545 prec@top5: 0.5273 loss_action_cls: 0.0241 2022/12/04 11:47:24 - mmengine - INFO - Epoch(train) [3][4160/4451] lr: 9.6672e-02 eta: 2:51:02 time: 0.3260 data_time: 0.0104 memory: 8770 grad_norm: 0.0995 loss: 0.0218 recall@thr=0.5: 0.7344 prec@thr=0.5: 0.7111 recall@top3: 0.8456 prec@top3: 0.6889 recall@top5: 0.9478 prec@top5: 0.4667 loss_action_cls: 0.0218 2022/12/04 11:47:31 - mmengine - INFO - Epoch(train) [3][4180/4451] lr: 9.6640e-02 eta: 2:50:56 time: 0.3264 data_time: 0.0097 memory: 8790 grad_norm: 0.1055 loss: 0.0193 recall@thr=0.5: 0.6176 prec@thr=0.5: 0.6078 recall@top3: 0.7549 prec@top3: 0.6667 recall@top5: 0.8725 prec@top5: 0.4588 loss_action_cls: 0.0193 2022/12/04 11:47:37 - mmengine - INFO - Epoch(train) [3][4200/4451] lr: 9.6608e-02 eta: 2:50:49 time: 0.3253 data_time: 0.0092 memory: 8770 grad_norm: 0.1023 loss: 0.0200 recall@thr=0.5: 0.6814 prec@thr=0.5: 0.7059 recall@top3: 0.7843 prec@top3: 0.5882 recall@top5: 0.9804 prec@top5: 0.4706 loss_action_cls: 0.0200 2022/12/04 11:47:44 - mmengine - INFO - Epoch(train) [3][4220/4451] lr: 9.6576e-02 eta: 2:50:43 time: 0.3265 data_time: 0.0096 memory: 8777 grad_norm: 0.0946 loss: 0.0205 recall@thr=0.5: 0.4875 prec@thr=0.5: 0.6083 recall@top3: 0.5417 prec@top3: 0.5500 recall@top5: 0.7208 prec@top5: 0.4300 loss_action_cls: 0.0205 2022/12/04 11:47:51 - mmengine - INFO - Epoch(train) [3][4240/4451] lr: 9.6544e-02 eta: 2:50:36 time: 0.3261 data_time: 0.0118 memory: 8770 grad_norm: 0.0994 loss: 0.0195 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.6802 recall@top3: 0.7659 prec@top3: 0.5873 recall@top5: 0.9167 prec@top5: 0.4286 loss_action_cls: 0.0195 2022/12/04 11:47:57 - mmengine - INFO - Epoch(train) [3][4260/4451] lr: 9.6511e-02 eta: 2:50:30 time: 0.3259 data_time: 0.0098 memory: 8770 grad_norm: 0.0990 loss: 0.0198 recall@thr=0.5: 0.7540 prec@thr=0.5: 0.8413 recall@top3: 0.8849 prec@top3: 0.6508 recall@top5: 0.9762 prec@top5: 0.4571 loss_action_cls: 0.0198 2022/12/04 11:48:04 - mmengine - INFO - Epoch(train) [3][4280/4451] lr: 9.6479e-02 eta: 2:50:23 time: 0.3254 data_time: 0.0097 memory: 8799 grad_norm: 0.0976 loss: 0.0217 recall@thr=0.5: 0.7210 prec@thr=0.5: 0.8261 recall@top3: 0.7971 prec@top3: 0.7101 recall@top5: 0.9130 prec@top5: 0.5043 loss_action_cls: 0.0217 2022/12/04 11:48:10 - mmengine - INFO - Epoch(train) [3][4300/4451] lr: 9.6446e-02 eta: 2:50:17 time: 0.3265 data_time: 0.0101 memory: 8771 grad_norm: 0.1087 loss: 0.0215 recall@thr=0.5: 0.6481 prec@thr=0.5: 0.7994 recall@top3: 0.7963 prec@top3: 0.7654 recall@top5: 0.9043 prec@top5: 0.5333 loss_action_cls: 0.0215 2022/12/04 11:48:17 - mmengine - INFO - Epoch(train) [3][4320/4451] lr: 9.6414e-02 eta: 2:50:10 time: 0.3268 data_time: 0.0097 memory: 8774 grad_norm: 0.1033 loss: 0.0214 recall@thr=0.5: 0.5482 prec@thr=0.5: 0.8202 recall@top3: 0.8553 prec@top3: 0.6316 recall@top5: 0.9123 prec@top5: 0.4211 loss_action_cls: 0.0214 2022/12/04 11:48:23 - mmengine - INFO - Epoch(train) [3][4340/4451] lr: 9.6381e-02 eta: 2:50:04 time: 0.3258 data_time: 0.0102 memory: 8770 grad_norm: 0.1007 loss: 0.0220 recall@thr=0.5: 0.6063 prec@thr=0.5: 0.6897 recall@top3: 0.6580 prec@top3: 0.5632 recall@top5: 0.8132 prec@top5: 0.3862 loss_action_cls: 0.0220 2022/12/04 11:48:30 - mmengine - INFO - Epoch(train) [3][4360/4451] lr: 9.6348e-02 eta: 2:49:57 time: 0.3256 data_time: 0.0093 memory: 8770 grad_norm: 0.0972 loss: 0.0204 recall@thr=0.5: 0.6596 prec@thr=0.5: 0.7895 recall@top3: 0.7474 prec@top3: 0.6667 recall@top5: 0.8737 prec@top5: 0.4737 loss_action_cls: 0.0204 2022/12/04 11:48:36 - mmengine - INFO - Epoch(train) [3][4380/4451] lr: 9.6315e-02 eta: 2:49:50 time: 0.3259 data_time: 0.0105 memory: 8809 grad_norm: 0.1098 loss: 0.0224 recall@thr=0.5: 0.5032 prec@thr=0.5: 0.5577 recall@top3: 0.7212 prec@top3: 0.6795 recall@top5: 0.8910 prec@top5: 0.5077 loss_action_cls: 0.0224 2022/12/04 11:48:43 - mmengine - INFO - Epoch(train) [3][4400/4451] lr: 9.6281e-02 eta: 2:49:44 time: 0.3269 data_time: 0.0098 memory: 8770 grad_norm: 0.0999 loss: 0.0213 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.7944 recall@top3: 0.7667 prec@top3: 0.5333 recall@top5: 0.9333 prec@top5: 0.4267 loss_action_cls: 0.0213 2022/12/04 11:48:49 - mmengine - INFO - Epoch(train) [3][4420/4451] lr: 9.6248e-02 eta: 2:49:38 time: 0.3274 data_time: 0.0096 memory: 8774 grad_norm: 0.1000 loss: 0.0199 recall@thr=0.5: 0.6917 prec@thr=0.5: 0.8917 recall@top3: 0.8333 prec@top3: 0.6500 recall@top5: 0.9583 prec@top5: 0.4500 loss_action_cls: 0.0199 2022/12/04 11:48:56 - mmengine - INFO - Epoch(train) [3][4440/4451] lr: 9.6214e-02 eta: 2:49:31 time: 0.3261 data_time: 0.0100 memory: 8777 grad_norm: 0.0989 loss: 0.0201 recall@thr=0.5: 0.5708 prec@thr=0.5: 0.7167 recall@top3: 0.7792 prec@top3: 0.6000 recall@top5: 0.9250 prec@top5: 0.4300 loss_action_cls: 0.0201 2022/12/04 11:48:59 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 11:48:59 - mmengine - INFO - Epoch(train) [3][4451/4451] lr: 9.6196e-02 eta: 2:49:27 time: 0.3216 data_time: 0.0103 memory: 8780 grad_norm: 0.0993 loss: 0.0216 recall@thr=0.5: 0.4872 prec@thr=0.5: 0.4872 recall@top3: 0.8974 prec@top3: 0.5897 recall@top5: 0.9744 prec@top5: 0.4000 loss_action_cls: 0.0216 2022/12/04 11:48:59 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/12/04 11:49:05 - mmengine - INFO - Epoch(val) [3][ 20/6282] eta: 0:04:14 time: 0.0406 data_time: 0.0061 memory: 922 2022/12/04 11:49:06 - mmengine - INFO - Epoch(val) [3][ 40/6282] eta: 0:04:17 time: 0.0418 data_time: 0.0034 memory: 922 2022/12/04 11:49:07 - mmengine - INFO - Epoch(val) [3][ 60/6282] eta: 0:04:08 time: 0.0375 data_time: 0.0039 memory: 922 2022/12/04 11:49:07 - mmengine - INFO - Epoch(val) [3][ 80/6282] eta: 0:04:06 time: 0.0387 data_time: 0.0048 memory: 922 2022/12/04 11:49:08 - mmengine - INFO - Epoch(val) [3][ 100/6282] eta: 0:04:05 time: 0.0395 data_time: 0.0052 memory: 922 2022/12/04 11:49:09 - mmengine - INFO - Epoch(val) [3][ 120/6282] eta: 0:04:11 time: 0.0468 data_time: 0.0067 memory: 993 2022/12/04 11:49:10 - mmengine - INFO - Epoch(val) [3][ 140/6282] eta: 0:04:18 time: 0.0496 data_time: 0.0055 memory: 993 2022/12/04 11:49:11 - mmengine - INFO - Epoch(val) [3][ 160/6282] eta: 0:04:20 time: 0.0463 data_time: 0.0061 memory: 993 2022/12/04 11:49:12 - mmengine - INFO - Epoch(val) [3][ 180/6282] eta: 0:04:27 time: 0.0532 data_time: 0.0069 memory: 993 2022/12/04 11:49:13 - mmengine - INFO - Epoch(val) [3][ 200/6282] eta: 0:04:31 time: 0.0520 data_time: 0.0066 memory: 993 2022/12/04 11:49:14 - mmengine - INFO - Epoch(val) [3][ 220/6282] eta: 0:04:29 time: 0.0437 data_time: 0.0058 memory: 934 2022/12/04 11:49:15 - mmengine - INFO - Epoch(val) [3][ 240/6282] eta: 0:04:28 time: 0.0432 data_time: 0.0054 memory: 934 2022/12/04 11:49:16 - mmengine - INFO - Epoch(val) [3][ 260/6282] eta: 0:04:27 time: 0.0447 data_time: 0.0056 memory: 934 2022/12/04 11:49:17 - mmengine - INFO - Epoch(val) [3][ 280/6282] eta: 0:04:25 time: 0.0416 data_time: 0.0054 memory: 934 2022/12/04 11:49:18 - mmengine - INFO - Epoch(val) [3][ 300/6282] eta: 0:04:25 time: 0.0478 data_time: 0.0055 memory: 993 2022/12/04 11:49:19 - mmengine - INFO - Epoch(val) [3][ 320/6282] eta: 0:04:27 time: 0.0509 data_time: 0.0047 memory: 993 2022/12/04 11:49:20 - mmengine - INFO - Epoch(val) [3][ 340/6282] eta: 0:04:29 time: 0.0532 data_time: 0.0087 memory: 993 2022/12/04 11:49:21 - mmengine - INFO - Epoch(val) [3][ 360/6282] eta: 0:04:30 time: 0.0526 data_time: 0.0053 memory: 993 2022/12/04 11:49:22 - mmengine - INFO - Epoch(val) [3][ 380/6282] eta: 0:04:31 time: 0.0502 data_time: 0.0065 memory: 993 2022/12/04 11:49:23 - mmengine - INFO - Epoch(val) [3][ 400/6282] eta: 0:04:30 time: 0.0466 data_time: 0.0047 memory: 993 2022/12/04 11:49:24 - mmengine - INFO - Epoch(val) [3][ 420/6282] eta: 0:04:29 time: 0.0459 data_time: 0.0060 memory: 938 2022/12/04 11:49:25 - mmengine - INFO - Epoch(val) [3][ 440/6282] eta: 0:04:28 time: 0.0449 data_time: 0.0040 memory: 938 2022/12/04 11:49:26 - mmengine - INFO - Epoch(val) [3][ 460/6282] eta: 0:04:27 time: 0.0461 data_time: 0.0049 memory: 938 2022/12/04 11:49:26 - mmengine - INFO - Epoch(val) [3][ 480/6282] eta: 0:04:25 time: 0.0405 data_time: 0.0033 memory: 938 2022/12/04 11:49:27 - mmengine - INFO - Epoch(val) [3][ 500/6282] eta: 0:04:23 time: 0.0430 data_time: 0.0048 memory: 938 2022/12/04 11:49:28 - mmengine - INFO - Epoch(val) [3][ 520/6282] eta: 0:04:22 time: 0.0425 data_time: 0.0044 memory: 934 2022/12/04 11:49:29 - mmengine - INFO - Epoch(val) [3][ 540/6282] eta: 0:04:21 time: 0.0442 data_time: 0.0052 memory: 934 2022/12/04 11:49:30 - mmengine - INFO - Epoch(val) [3][ 560/6282] eta: 0:04:20 time: 0.0453 data_time: 0.0058 memory: 934 2022/12/04 11:49:31 - mmengine - INFO - Epoch(val) [3][ 580/6282] eta: 0:04:21 time: 0.0550 data_time: 0.0073 memory: 934 2022/12/04 11:49:32 - mmengine - INFO - Epoch(val) [3][ 600/6282] eta: 0:04:21 time: 0.0513 data_time: 0.0070 memory: 934 2022/12/04 11:49:33 - mmengine - INFO - Epoch(val) [3][ 620/6282] eta: 0:04:21 time: 0.0549 data_time: 0.0081 memory: 934 2022/12/04 11:49:34 - mmengine - INFO - Epoch(val) [3][ 640/6282] eta: 0:04:21 time: 0.0505 data_time: 0.0055 memory: 931 2022/12/04 11:49:35 - mmengine - INFO - Epoch(val) [3][ 660/6282] eta: 0:04:21 time: 0.0523 data_time: 0.0051 memory: 931 2022/12/04 11:49:36 - mmengine - INFO - Epoch(val) [3][ 680/6282] eta: 0:04:20 time: 0.0464 data_time: 0.0062 memory: 931 2022/12/04 11:49:37 - mmengine - INFO - Epoch(val) [3][ 700/6282] eta: 0:04:19 time: 0.0420 data_time: 0.0060 memory: 931 2022/12/04 11:49:38 - mmengine - INFO - Epoch(val) [3][ 720/6282] eta: 0:04:18 time: 0.0493 data_time: 0.0054 memory: 993 2022/12/04 11:49:39 - mmengine - INFO - Epoch(val) [3][ 740/6282] eta: 0:04:18 time: 0.0522 data_time: 0.0053 memory: 993 2022/12/04 11:49:40 - mmengine - INFO - Epoch(val) [3][ 760/6282] eta: 0:04:17 time: 0.0475 data_time: 0.0059 memory: 993 2022/12/04 11:49:41 - mmengine - INFO - Epoch(val) [3][ 780/6282] eta: 0:04:16 time: 0.0467 data_time: 0.0048 memory: 993 2022/12/04 11:49:42 - mmengine - INFO - Epoch(val) [3][ 800/6282] eta: 0:04:16 time: 0.0529 data_time: 0.0048 memory: 993 2022/12/04 11:49:43 - mmengine - INFO - Epoch(val) [3][ 820/6282] eta: 0:04:16 time: 0.0492 data_time: 0.0070 memory: 993 2022/12/04 11:49:44 - mmengine - INFO - Epoch(val) [3][ 840/6282] eta: 0:04:14 time: 0.0445 data_time: 0.0046 memory: 934 2022/12/04 11:49:45 - mmengine - INFO - Epoch(val) [3][ 860/6282] eta: 0:04:13 time: 0.0463 data_time: 0.0059 memory: 934 2022/12/04 11:49:46 - mmengine - INFO - Epoch(val) [3][ 880/6282] eta: 0:04:12 time: 0.0434 data_time: 0.0055 memory: 934 2022/12/04 11:49:46 - mmengine - INFO - Epoch(val) [3][ 900/6282] eta: 0:04:11 time: 0.0431 data_time: 0.0048 memory: 934 2022/12/04 11:49:47 - mmengine - INFO - Epoch(val) [3][ 920/6282] eta: 0:04:09 time: 0.0428 data_time: 0.0058 memory: 934 2022/12/04 11:49:48 - mmengine - INFO - Epoch(val) [3][ 940/6282] eta: 0:04:08 time: 0.0411 data_time: 0.0040 memory: 922 2022/12/04 11:49:49 - mmengine - INFO - Epoch(val) [3][ 960/6282] eta: 0:04:06 time: 0.0415 data_time: 0.0057 memory: 922 2022/12/04 11:49:50 - mmengine - INFO - Epoch(val) [3][ 980/6282] eta: 0:04:05 time: 0.0409 data_time: 0.0047 memory: 922 2022/12/04 11:49:51 - mmengine - INFO - Epoch(val) [3][1000/6282] eta: 0:04:03 time: 0.0415 data_time: 0.0049 memory: 922 2022/12/04 11:49:52 - mmengine - INFO - Epoch(val) [3][1020/6282] eta: 0:04:02 time: 0.0445 data_time: 0.0061 memory: 934 2022/12/04 11:49:52 - mmengine - INFO - Epoch(val) [3][1040/6282] eta: 0:04:01 time: 0.0436 data_time: 0.0054 memory: 934 2022/12/04 11:49:53 - mmengine - INFO - Epoch(val) [3][1060/6282] eta: 0:04:00 time: 0.0447 data_time: 0.0075 memory: 934 2022/12/04 11:49:54 - mmengine - INFO - Epoch(val) [3][1080/6282] eta: 0:03:59 time: 0.0466 data_time: 0.0054 memory: 934 2022/12/04 11:49:55 - mmengine - INFO - Epoch(val) [3][1100/6282] eta: 0:03:59 time: 0.0509 data_time: 0.0064 memory: 934 2022/12/04 11:49:56 - mmengine - INFO - Epoch(val) [3][1120/6282] eta: 0:03:58 time: 0.0514 data_time: 0.0062 memory: 934 2022/12/04 11:49:57 - mmengine - INFO - Epoch(val) [3][1140/6282] eta: 0:03:58 time: 0.0554 data_time: 0.0075 memory: 934 2022/12/04 11:49:58 - mmengine - INFO - Epoch(val) [3][1160/6282] eta: 0:03:58 time: 0.0526 data_time: 0.0070 memory: 934 2022/12/04 11:50:00 - mmengine - INFO - Epoch(val) [3][1180/6282] eta: 0:03:57 time: 0.0527 data_time: 0.0071 memory: 934 2022/12/04 11:50:01 - mmengine - INFO - Epoch(val) [3][1200/6282] eta: 0:03:57 time: 0.0520 data_time: 0.0081 memory: 934 2022/12/04 11:50:02 - mmengine - INFO - Epoch(val) [3][1220/6282] eta: 0:03:56 time: 0.0531 data_time: 0.0076 memory: 934 2022/12/04 11:50:03 - mmengine - INFO - Epoch(val) [3][1240/6282] eta: 0:03:57 time: 0.0609 data_time: 0.0099 memory: 993 2022/12/04 11:50:04 - mmengine - INFO - Epoch(val) [3][1260/6282] eta: 0:03:57 time: 0.0570 data_time: 0.0065 memory: 993 2022/12/04 11:50:05 - mmengine - INFO - Epoch(val) [3][1280/6282] eta: 0:03:57 time: 0.0594 data_time: 0.0068 memory: 993 2022/12/04 11:50:06 - mmengine - INFO - Epoch(val) [3][1300/6282] eta: 0:03:56 time: 0.0527 data_time: 0.0053 memory: 993 2022/12/04 11:50:07 - mmengine - INFO - Epoch(val) [3][1320/6282] eta: 0:03:55 time: 0.0459 data_time: 0.0033 memory: 993 2022/12/04 11:50:08 - mmengine - INFO - Epoch(val) [3][1340/6282] eta: 0:03:54 time: 0.0486 data_time: 0.0060 memory: 993 2022/12/04 11:50:09 - mmengine - INFO - Epoch(val) [3][1360/6282] eta: 0:03:53 time: 0.0461 data_time: 0.0047 memory: 993 2022/12/04 11:50:10 - mmengine - INFO - Epoch(val) [3][1380/6282] eta: 0:03:52 time: 0.0472 data_time: 0.0050 memory: 993 2022/12/04 11:50:11 - mmengine - INFO - Epoch(val) [3][1400/6282] eta: 0:03:51 time: 0.0472 data_time: 0.0052 memory: 993 2022/12/04 11:50:12 - mmengine - INFO - Epoch(val) [3][1420/6282] eta: 0:03:50 time: 0.0476 data_time: 0.0064 memory: 993 2022/12/04 11:50:13 - mmengine - INFO - Epoch(val) [3][1440/6282] eta: 0:03:49 time: 0.0450 data_time: 0.0041 memory: 993 2022/12/04 11:50:14 - mmengine - INFO - Epoch(val) [3][1460/6282] eta: 0:03:48 time: 0.0434 data_time: 0.0047 memory: 993 2022/12/04 11:50:15 - mmengine - INFO - Epoch(val) [3][1480/6282] eta: 0:03:47 time: 0.0452 data_time: 0.0054 memory: 993 2022/12/04 11:50:15 - mmengine - INFO - Epoch(val) [3][1500/6282] eta: 0:03:45 time: 0.0427 data_time: 0.0026 memory: 993 2022/12/04 11:50:16 - mmengine - INFO - Epoch(val) [3][1520/6282] eta: 0:03:44 time: 0.0449 data_time: 0.0049 memory: 1080 2022/12/04 11:50:17 - mmengine - INFO - Epoch(val) [3][1540/6282] eta: 0:03:44 time: 0.0512 data_time: 0.0034 memory: 1080 2022/12/04 11:50:18 - mmengine - INFO - Epoch(val) [3][1560/6282] eta: 0:03:43 time: 0.0519 data_time: 0.0047 memory: 1080 2022/12/04 11:50:20 - mmengine - INFO - Epoch(val) [3][1580/6282] eta: 0:03:42 time: 0.0539 data_time: 0.0046 memory: 1080 2022/12/04 11:50:21 - mmengine - INFO - Epoch(val) [3][1600/6282] eta: 0:03:42 time: 0.0500 data_time: 0.0039 memory: 1080 2022/12/04 11:50:22 - mmengine - INFO - Epoch(val) [3][1620/6282] eta: 0:03:41 time: 0.0502 data_time: 0.0036 memory: 1080 2022/12/04 11:50:22 - mmengine - INFO - Epoch(val) [3][1640/6282] eta: 0:03:40 time: 0.0437 data_time: 0.0047 memory: 993 2022/12/04 11:50:23 - mmengine - INFO - Epoch(val) [3][1660/6282] eta: 0:03:39 time: 0.0440 data_time: 0.0043 memory: 993 2022/12/04 11:50:24 - mmengine - INFO - Epoch(val) [3][1680/6282] eta: 0:03:37 time: 0.0438 data_time: 0.0041 memory: 993 2022/12/04 11:50:25 - mmengine - INFO - Epoch(val) [3][1700/6282] eta: 0:03:37 time: 0.0487 data_time: 0.0059 memory: 993 2022/12/04 11:50:26 - mmengine - INFO - Epoch(val) [3][1720/6282] eta: 0:03:36 time: 0.0568 data_time: 0.0069 memory: 993 2022/12/04 11:50:27 - mmengine - INFO - Epoch(val) [3][1740/6282] eta: 0:03:36 time: 0.0552 data_time: 0.0067 memory: 993 2022/12/04 11:50:28 - mmengine - INFO - Epoch(val) [3][1760/6282] eta: 0:03:35 time: 0.0517 data_time: 0.0042 memory: 993 2022/12/04 11:50:30 - mmengine - INFO - Epoch(val) [3][1780/6282] eta: 0:03:34 time: 0.0535 data_time: 0.0076 memory: 993 2022/12/04 11:50:31 - mmengine - INFO - Epoch(val) [3][1800/6282] eta: 0:03:34 time: 0.0538 data_time: 0.0081 memory: 993 2022/12/04 11:50:32 - mmengine - INFO - Epoch(val) [3][1820/6282] eta: 0:03:33 time: 0.0481 data_time: 0.0048 memory: 993 2022/12/04 11:50:33 - mmengine - INFO - Epoch(val) [3][1840/6282] eta: 0:03:32 time: 0.0511 data_time: 0.0067 memory: 993 2022/12/04 11:50:34 - mmengine - INFO - Epoch(val) [3][1860/6282] eta: 0:03:31 time: 0.0494 data_time: 0.0061 memory: 993 2022/12/04 11:50:35 - mmengine - INFO - Epoch(val) [3][1880/6282] eta: 0:03:30 time: 0.0494 data_time: 0.0045 memory: 993 2022/12/04 11:50:36 - mmengine - INFO - Epoch(val) [3][1900/6282] eta: 0:03:29 time: 0.0496 data_time: 0.0059 memory: 993 2022/12/04 11:50:37 - mmengine - INFO - Epoch(val) [3][1920/6282] eta: 0:03:28 time: 0.0514 data_time: 0.0065 memory: 993 2022/12/04 11:50:38 - mmengine - INFO - Epoch(val) [3][1940/6282] eta: 0:03:27 time: 0.0463 data_time: 0.0042 memory: 993 2022/12/04 11:50:38 - mmengine - INFO - Epoch(val) [3][1960/6282] eta: 0:03:26 time: 0.0412 data_time: 0.0046 memory: 938 2022/12/04 11:50:39 - mmengine - INFO - Epoch(val) [3][1980/6282] eta: 0:03:25 time: 0.0437 data_time: 0.0060 memory: 938 2022/12/04 11:50:40 - mmengine - INFO - Epoch(val) [3][2000/6282] eta: 0:03:24 time: 0.0438 data_time: 0.0060 memory: 938 2022/12/04 11:50:41 - mmengine - INFO - Epoch(val) [3][2020/6282] eta: 0:03:23 time: 0.0459 data_time: 0.0069 memory: 938 2022/12/04 11:50:42 - mmengine - INFO - Epoch(val) [3][2040/6282] eta: 0:03:22 time: 0.0433 data_time: 0.0048 memory: 938 2022/12/04 11:50:43 - mmengine - INFO - Epoch(val) [3][2060/6282] eta: 0:03:20 time: 0.0432 data_time: 0.0051 memory: 938 2022/12/04 11:50:44 - mmengine - INFO - Epoch(val) [3][2080/6282] eta: 0:03:19 time: 0.0422 data_time: 0.0043 memory: 938 2022/12/04 11:50:44 - mmengine - INFO - Epoch(val) [3][2100/6282] eta: 0:03:18 time: 0.0441 data_time: 0.0057 memory: 938 2022/12/04 11:50:45 - mmengine - INFO - Epoch(val) [3][2120/6282] eta: 0:03:17 time: 0.0436 data_time: 0.0048 memory: 938 2022/12/04 11:50:46 - mmengine - INFO - Epoch(val) [3][2140/6282] eta: 0:03:16 time: 0.0460 data_time: 0.0060 memory: 938 2022/12/04 11:50:47 - mmengine - INFO - Epoch(val) [3][2160/6282] eta: 0:03:15 time: 0.0412 data_time: 0.0043 memory: 934 2022/12/04 11:50:48 - mmengine - INFO - Epoch(val) [3][2180/6282] eta: 0:03:14 time: 0.0420 data_time: 0.0034 memory: 934 2022/12/04 11:50:49 - mmengine - INFO - Epoch(val) [3][2200/6282] eta: 0:03:13 time: 0.0432 data_time: 0.0054 memory: 934 2022/12/04 11:50:50 - mmengine - INFO - Epoch(val) [3][2220/6282] eta: 0:03:12 time: 0.0428 data_time: 0.0051 memory: 934 2022/12/04 11:50:51 - mmengine - INFO - Epoch(val) [3][2240/6282] eta: 0:03:10 time: 0.0435 data_time: 0.0062 memory: 934 2022/12/04 11:50:51 - mmengine - INFO - Epoch(val) [3][2260/6282] eta: 0:03:09 time: 0.0419 data_time: 0.0071 memory: 938 2022/12/04 11:50:52 - mmengine - INFO - Epoch(val) [3][2280/6282] eta: 0:03:08 time: 0.0443 data_time: 0.0060 memory: 938 2022/12/04 11:50:53 - mmengine - INFO - Epoch(val) [3][2300/6282] eta: 0:03:07 time: 0.0495 data_time: 0.0064 memory: 938 2022/12/04 11:50:54 - mmengine - INFO - Epoch(val) [3][2320/6282] eta: 0:03:06 time: 0.0440 data_time: 0.0047 memory: 938 2022/12/04 11:50:55 - mmengine - INFO - Epoch(val) [3][2340/6282] eta: 0:03:05 time: 0.0428 data_time: 0.0055 memory: 938 2022/12/04 11:50:56 - mmengine - INFO - Epoch(val) [3][2360/6282] eta: 0:03:04 time: 0.0438 data_time: 0.0056 memory: 934 2022/12/04 11:50:57 - mmengine - INFO - Epoch(val) [3][2380/6282] eta: 0:03:03 time: 0.0445 data_time: 0.0062 memory: 934 2022/12/04 11:50:58 - mmengine - INFO - Epoch(val) [3][2400/6282] eta: 0:03:02 time: 0.0470 data_time: 0.0042 memory: 934 2022/12/04 11:50:59 - mmengine - INFO - Epoch(val) [3][2420/6282] eta: 0:03:02 time: 0.0523 data_time: 0.0046 memory: 934 2022/12/04 11:51:00 - mmengine - INFO - Epoch(val) [3][2440/6282] eta: 0:03:01 time: 0.0553 data_time: 0.0102 memory: 934 2022/12/04 11:51:01 - mmengine - INFO - Epoch(val) [3][2460/6282] eta: 0:03:00 time: 0.0597 data_time: 0.0107 memory: 993 2022/12/04 11:51:02 - mmengine - INFO - Epoch(val) [3][2480/6282] eta: 0:03:00 time: 0.0615 data_time: 0.0081 memory: 993 2022/12/04 11:51:03 - mmengine - INFO - Epoch(val) [3][2500/6282] eta: 0:02:59 time: 0.0538 data_time: 0.0061 memory: 993 2022/12/04 11:51:04 - mmengine - INFO - Epoch(val) [3][2520/6282] eta: 0:02:58 time: 0.0475 data_time: 0.0053 memory: 993 2022/12/04 11:51:05 - mmengine - INFO - Epoch(val) [3][2540/6282] eta: 0:02:57 time: 0.0463 data_time: 0.0045 memory: 993 2022/12/04 11:51:06 - mmengine - INFO - Epoch(val) [3][2560/6282] eta: 0:02:56 time: 0.0451 data_time: 0.0036 memory: 993 2022/12/04 11:51:07 - mmengine - INFO - Epoch(val) [3][2580/6282] eta: 0:02:55 time: 0.0465 data_time: 0.0047 memory: 993 2022/12/04 11:51:08 - mmengine - INFO - Epoch(val) [3][2600/6282] eta: 0:02:54 time: 0.0443 data_time: 0.0051 memory: 993 2022/12/04 11:51:09 - mmengine - INFO - Epoch(val) [3][2620/6282] eta: 0:02:53 time: 0.0457 data_time: 0.0035 memory: 993 2022/12/04 11:51:10 - mmengine - INFO - Epoch(val) [3][2640/6282] eta: 0:02:52 time: 0.0451 data_time: 0.0042 memory: 993 2022/12/04 11:51:11 - mmengine - INFO - Epoch(val) [3][2660/6282] eta: 0:02:51 time: 0.0527 data_time: 0.0034 memory: 1071 2022/12/04 11:51:12 - mmengine - INFO - Epoch(val) [3][2680/6282] eta: 0:02:50 time: 0.0524 data_time: 0.0039 memory: 1071 2022/12/04 11:51:13 - mmengine - INFO - Epoch(val) [3][2700/6282] eta: 0:02:50 time: 0.0622 data_time: 0.0076 memory: 1071 2022/12/04 11:51:14 - mmengine - INFO - Epoch(val) [3][2720/6282] eta: 0:02:49 time: 0.0566 data_time: 0.0048 memory: 1071 2022/12/04 11:51:15 - mmengine - INFO - Epoch(val) [3][2740/6282] eta: 0:02:48 time: 0.0519 data_time: 0.0040 memory: 1071 2022/12/04 11:51:16 - mmengine - INFO - Epoch(val) [3][2760/6282] eta: 0:02:47 time: 0.0399 data_time: 0.0058 memory: 938 2022/12/04 11:51:17 - mmengine - INFO - Epoch(val) [3][2780/6282] eta: 0:02:46 time: 0.0414 data_time: 0.0047 memory: 938 2022/12/04 11:51:18 - mmengine - INFO - Epoch(val) [3][2800/6282] eta: 0:02:45 time: 0.0408 data_time: 0.0063 memory: 938 2022/12/04 11:51:19 - mmengine - INFO - Epoch(val) [3][2820/6282] eta: 0:02:44 time: 0.0433 data_time: 0.0053 memory: 938 2022/12/04 11:51:20 - mmengine - INFO - Epoch(val) [3][2840/6282] eta: 0:02:43 time: 0.0416 data_time: 0.0042 memory: 938 2022/12/04 11:51:21 - mmengine - INFO - Epoch(val) [3][2860/6282] eta: 0:02:42 time: 0.0465 data_time: 0.0041 memory: 993 2022/12/04 11:51:21 - mmengine - INFO - Epoch(val) [3][2880/6282] eta: 0:02:41 time: 0.0457 data_time: 0.0056 memory: 993 2022/12/04 11:51:22 - mmengine - INFO - Epoch(val) [3][2900/6282] eta: 0:02:40 time: 0.0441 data_time: 0.0045 memory: 993 2022/12/04 11:51:23 - mmengine - INFO - Epoch(val) [3][2920/6282] eta: 0:02:39 time: 0.0428 data_time: 0.0042 memory: 993 2022/12/04 11:51:24 - mmengine - INFO - Epoch(val) [3][2940/6282] eta: 0:02:38 time: 0.0424 data_time: 0.0036 memory: 962 2022/12/04 11:51:25 - mmengine - INFO - Epoch(val) [3][2960/6282] eta: 0:02:37 time: 0.0419 data_time: 0.0047 memory: 962 2022/12/04 11:51:26 - mmengine - INFO - Epoch(val) [3][2980/6282] eta: 0:02:36 time: 0.0458 data_time: 0.0060 memory: 962 2022/12/04 11:51:27 - mmengine - INFO - Epoch(val) [3][3000/6282] eta: 0:02:35 time: 0.0456 data_time: 0.0060 memory: 962 2022/12/04 11:51:28 - mmengine - INFO - Epoch(val) [3][3020/6282] eta: 0:02:34 time: 0.0501 data_time: 0.0047 memory: 993 2022/12/04 11:51:29 - mmengine - INFO - Epoch(val) [3][3040/6282] eta: 0:02:33 time: 0.0472 data_time: 0.0045 memory: 993 2022/12/04 11:51:30 - mmengine - INFO - Epoch(val) [3][3060/6282] eta: 0:02:32 time: 0.0462 data_time: 0.0052 memory: 993 2022/12/04 11:51:31 - mmengine - INFO - Epoch(val) [3][3080/6282] eta: 0:02:31 time: 0.0480 data_time: 0.0053 memory: 993 2022/12/04 11:51:32 - mmengine - INFO - Epoch(val) [3][3100/6282] eta: 0:02:30 time: 0.0477 data_time: 0.0064 memory: 993 2022/12/04 11:51:32 - mmengine - INFO - Epoch(val) [3][3120/6282] eta: 0:02:29 time: 0.0413 data_time: 0.0040 memory: 938 2022/12/04 11:51:33 - mmengine - INFO - Epoch(val) [3][3140/6282] eta: 0:02:28 time: 0.0425 data_time: 0.0042 memory: 938 2022/12/04 11:51:34 - mmengine - INFO - Epoch(val) [3][3160/6282] eta: 0:02:27 time: 0.0404 data_time: 0.0045 memory: 938 2022/12/04 11:51:35 - mmengine - INFO - Epoch(val) [3][3180/6282] eta: 0:02:26 time: 0.0400 data_time: 0.0042 memory: 938 2022/12/04 11:51:36 - mmengine - INFO - Epoch(val) [3][3200/6282] eta: 0:02:25 time: 0.0457 data_time: 0.0045 memory: 993 2022/12/04 11:51:37 - mmengine - INFO - Epoch(val) 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0:02:16 time: 0.0441 data_time: 0.0042 memory: 993 2022/12/04 11:51:45 - mmengine - INFO - Epoch(val) [3][3400/6282] eta: 0:02:15 time: 0.0438 data_time: 0.0037 memory: 934 2022/12/04 11:51:46 - mmengine - INFO - Epoch(val) [3][3420/6282] eta: 0:02:14 time: 0.0410 data_time: 0.0044 memory: 934 2022/12/04 11:51:47 - mmengine - INFO - Epoch(val) [3][3440/6282] eta: 0:02:13 time: 0.0434 data_time: 0.0067 memory: 934 2022/12/04 11:51:48 - mmengine - INFO - Epoch(val) [3][3460/6282] eta: 0:02:12 time: 0.0399 data_time: 0.0041 memory: 934 2022/12/04 11:51:48 - mmengine - INFO - Epoch(val) [3][3480/6282] eta: 0:02:11 time: 0.0404 data_time: 0.0040 memory: 934 2022/12/04 11:51:49 - mmengine - INFO - Epoch(val) [3][3500/6282] eta: 0:02:10 time: 0.0417 data_time: 0.0052 memory: 934 2022/12/04 11:51:50 - mmengine - INFO - Epoch(val) [3][3520/6282] eta: 0:02:09 time: 0.0441 data_time: 0.0047 memory: 934 2022/12/04 11:51:51 - mmengine - INFO - Epoch(val) [3][3540/6282] eta: 0:02:08 time: 0.0450 data_time: 0.0085 memory: 934 2022/12/04 11:51:52 - mmengine - INFO - Epoch(val) [3][3560/6282] eta: 0:02:07 time: 0.0410 data_time: 0.0045 memory: 934 2022/12/04 11:51:53 - mmengine - INFO - Epoch(val) [3][3580/6282] eta: 0:02:06 time: 0.0481 data_time: 0.0050 memory: 976 2022/12/04 11:51:54 - mmengine - INFO - Epoch(val) [3][3600/6282] eta: 0:02:05 time: 0.0434 data_time: 0.0051 memory: 976 2022/12/04 11:51:55 - mmengine - INFO - Epoch(val) [3][3620/6282] eta: 0:02:04 time: 0.0460 data_time: 0.0064 memory: 976 2022/12/04 11:51:56 - mmengine - INFO - Epoch(val) [3][3640/6282] eta: 0:02:03 time: 0.0451 data_time: 0.0051 memory: 976 2022/12/04 11:51:57 - mmengine - INFO - Epoch(val) [3][3660/6282] eta: 0:02:02 time: 0.0488 data_time: 0.0071 memory: 976 2022/12/04 11:51:57 - mmengine - INFO - Epoch(val) [3][3680/6282] eta: 0:02:01 time: 0.0476 data_time: 0.0055 memory: 993 2022/12/04 11:51:58 - mmengine - INFO - Epoch(val) [3][3700/6282] eta: 0:02:01 time: 0.0499 data_time: 0.0046 memory: 993 2022/12/04 11:51:59 - mmengine - INFO - Epoch(val) [3][3720/6282] eta: 0:02:00 time: 0.0488 data_time: 0.0051 memory: 993 2022/12/04 11:52:00 - mmengine - INFO - Epoch(val) [3][3740/6282] eta: 0:01:59 time: 0.0486 data_time: 0.0050 memory: 993 2022/12/04 11:52:01 - mmengine - INFO - Epoch(val) [3][3760/6282] eta: 0:01:58 time: 0.0494 data_time: 0.0054 memory: 993 2022/12/04 11:52:02 - mmengine - INFO - Epoch(val) [3][3780/6282] eta: 0:01:57 time: 0.0487 data_time: 0.0059 memory: 993 2022/12/04 11:52:03 - mmengine - INFO - Epoch(val) [3][3800/6282] eta: 0:01:56 time: 0.0485 data_time: 0.0049 memory: 993 2022/12/04 11:52:04 - mmengine - INFO - Epoch(val) [3][3820/6282] eta: 0:01:55 time: 0.0466 data_time: 0.0045 memory: 993 2022/12/04 11:52:05 - mmengine - INFO - Epoch(val) [3][3840/6282] eta: 0:01:54 time: 0.0468 data_time: 0.0047 memory: 993 2022/12/04 11:52:06 - mmengine - INFO - Epoch(val) [3][3860/6282] eta: 0:01:53 time: 0.0440 data_time: 0.0040 memory: 993 2022/12/04 11:52:07 - mmengine - INFO - Epoch(val) [3][3880/6282] eta: 0:01:52 time: 0.0470 data_time: 0.0058 memory: 993 2022/12/04 11:52:08 - mmengine - INFO - Epoch(val) [3][3900/6282] eta: 0:01:51 time: 0.0438 data_time: 0.0048 memory: 993 2022/12/04 11:52:09 - mmengine - INFO - Epoch(val) [3][3920/6282] eta: 0:01:50 time: 0.0414 data_time: 0.0027 memory: 993 2022/12/04 11:52:10 - mmengine - INFO - Epoch(val) [3][3940/6282] eta: 0:01:49 time: 0.0417 data_time: 0.0049 memory: 993 2022/12/04 11:52:10 - mmengine - INFO - Epoch(val) [3][3960/6282] eta: 0:01:48 time: 0.0408 data_time: 0.0031 memory: 993 2022/12/04 11:52:11 - mmengine - INFO - Epoch(val) [3][3980/6282] eta: 0:01:47 time: 0.0420 data_time: 0.0033 memory: 993 2022/12/04 11:52:12 - mmengine - INFO - Epoch(val) [3][4000/6282] eta: 0:01:46 time: 0.0413 data_time: 0.0033 memory: 993 2022/12/04 11:52:13 - mmengine - INFO - Epoch(val) [3][4020/6282] eta: 0:01:45 time: 0.0458 data_time: 0.0042 memory: 993 2022/12/04 11:52:14 - mmengine - INFO - Epoch(val) [3][4040/6282] eta: 0:01:44 time: 0.0487 data_time: 0.0052 memory: 1071 2022/12/04 11:52:15 - mmengine - INFO - Epoch(val) [3][4060/6282] eta: 0:01:44 time: 0.0551 data_time: 0.0054 memory: 1071 2022/12/04 11:52:16 - mmengine - INFO - Epoch(val) [3][4080/6282] eta: 0:01:43 time: 0.0593 data_time: 0.0069 memory: 1071 2022/12/04 11:52:17 - mmengine - INFO - Epoch(val) [3][4100/6282] eta: 0:01:42 time: 0.0526 data_time: 0.0042 memory: 1071 2022/12/04 11:52:19 - mmengine - INFO - Epoch(val) [3][4120/6282] eta: 0:01:41 time: 0.0568 data_time: 0.0048 memory: 1071 2022/12/04 11:52:20 - mmengine - INFO - Epoch(val) [3][4140/6282] eta: 0:01:40 time: 0.0527 data_time: 0.0056 memory: 1071 2022/12/04 11:52:20 - mmengine - INFO - Epoch(val) [3][4160/6282] eta: 0:01:39 time: 0.0421 data_time: 0.0042 memory: 934 2022/12/04 11:52:21 - mmengine - INFO - Epoch(val) [3][4180/6282] eta: 0:01:38 time: 0.0461 data_time: 0.0050 memory: 934 2022/12/04 11:52:22 - mmengine - INFO - Epoch(val) [3][4200/6282] eta: 0:01:37 time: 0.0410 data_time: 0.0050 memory: 934 2022/12/04 11:52:23 - mmengine - INFO - Epoch(val) [3][4220/6282] eta: 0:01:36 time: 0.0387 data_time: 0.0040 memory: 934 2022/12/04 11:52:24 - mmengine - INFO - Epoch(val) [3][4240/6282] eta: 0:01:35 time: 0.0386 data_time: 0.0040 memory: 934 2022/12/04 11:52:25 - mmengine - INFO - Epoch(val) [3][4260/6282] eta: 0:01:34 time: 0.0391 data_time: 0.0044 memory: 933 2022/12/04 11:52:25 - mmengine - INFO - Epoch(val) [3][4280/6282] eta: 0:01:33 time: 0.0403 data_time: 0.0051 memory: 933 2022/12/04 11:52:26 - mmengine - INFO - Epoch(val) [3][4300/6282] eta: 0:01:32 time: 0.0396 data_time: 0.0049 memory: 933 2022/12/04 11:52:27 - mmengine - INFO - Epoch(val) [3][4320/6282] eta: 0:01:31 time: 0.0396 data_time: 0.0039 memory: 933 2022/12/04 11:52:28 - mmengine - INFO - Epoch(val) [3][4340/6282] eta: 0:01:30 time: 0.0397 data_time: 0.0059 memory: 933 2022/12/04 11:52:29 - mmengine - INFO - Epoch(val) [3][4360/6282] eta: 0:01:29 time: 0.0452 data_time: 0.0045 memory: 993 2022/12/04 11:52:29 - mmengine - INFO - Epoch(val) [3][4380/6282] eta: 0:01:28 time: 0.0433 data_time: 0.0035 memory: 993 2022/12/04 11:52:30 - mmengine - INFO - Epoch(val) [3][4400/6282] eta: 0:01:27 time: 0.0491 data_time: 0.0058 memory: 993 2022/12/04 11:52:31 - mmengine - INFO - Epoch(val) [3][4420/6282] eta: 0:01:26 time: 0.0489 data_time: 0.0034 memory: 993 2022/12/04 11:52:32 - mmengine - INFO - Epoch(val) [3][4440/6282] eta: 0:01:26 time: 0.0493 data_time: 0.0045 memory: 1000 2022/12/04 11:52:33 - mmengine - INFO - Epoch(val) [3][4460/6282] eta: 0:01:25 time: 0.0504 data_time: 0.0060 memory: 1000 2022/12/04 11:52:34 - mmengine - INFO - Epoch(val) [3][4480/6282] eta: 0:01:24 time: 0.0472 data_time: 0.0037 memory: 1000 2022/12/04 11:52:35 - mmengine - INFO - Epoch(val) [3][4500/6282] eta: 0:01:23 time: 0.0460 data_time: 0.0058 memory: 1000 2022/12/04 11:52:36 - mmengine - INFO - Epoch(val) [3][4520/6282] eta: 0:01:22 time: 0.0448 data_time: 0.0044 memory: 1000 2022/12/04 11:52:37 - mmengine - INFO - Epoch(val) [3][4540/6282] eta: 0:01:21 time: 0.0402 data_time: 0.0045 memory: 938 2022/12/04 11:52:38 - mmengine - INFO - Epoch(val) [3][4560/6282] eta: 0:01:20 time: 0.0397 data_time: 0.0057 memory: 938 2022/12/04 11:52:39 - mmengine - INFO - Epoch(val) [3][4580/6282] eta: 0:01:19 time: 0.0387 data_time: 0.0035 memory: 938 2022/12/04 11:52:39 - mmengine - INFO - Epoch(val) [3][4600/6282] eta: 0:01:18 time: 0.0424 data_time: 0.0056 memory: 938 2022/12/04 11:52:40 - mmengine - INFO - Epoch(val) [3][4620/6282] eta: 0:01:17 time: 0.0400 data_time: 0.0042 memory: 938 2022/12/04 11:52:41 - mmengine - INFO - Epoch(val) [3][4640/6282] eta: 0:01:16 time: 0.0460 data_time: 0.0055 memory: 1000 2022/12/04 11:52:42 - mmengine - INFO - Epoch(val) [3][4660/6282] eta: 0:01:15 time: 0.0449 data_time: 0.0041 memory: 1000 2022/12/04 11:52:43 - mmengine - INFO - Epoch(val) [3][4680/6282] eta: 0:01:14 time: 0.0454 data_time: 0.0037 memory: 1000 2022/12/04 11:52:44 - mmengine - INFO - Epoch(val) [3][4700/6282] eta: 0:01:13 time: 0.0460 data_time: 0.0035 memory: 1000 2022/12/04 11:52:45 - mmengine - INFO - Epoch(val) [3][4720/6282] eta: 0:01:12 time: 0.0460 data_time: 0.0042 memory: 1000 2022/12/04 11:52:46 - mmengine - INFO - Epoch(val) [3][4740/6282] eta: 0:01:11 time: 0.0396 data_time: 0.0033 memory: 959 2022/12/04 11:52:46 - mmengine - INFO - Epoch(val) [3][4760/6282] eta: 0:01:10 time: 0.0407 data_time: 0.0049 memory: 959 2022/12/04 11:52:47 - mmengine - INFO - Epoch(val) [3][4780/6282] eta: 0:01:09 time: 0.0396 data_time: 0.0046 memory: 959 2022/12/04 11:52:48 - mmengine - INFO - Epoch(val) [3][4800/6282] eta: 0:01:08 time: 0.0422 data_time: 0.0064 memory: 959 2022/12/04 11:52:49 - mmengine - INFO - Epoch(val) [3][4820/6282] eta: 0:01:07 time: 0.0417 data_time: 0.0036 memory: 993 2022/12/04 11:52:50 - mmengine - INFO - Epoch(val) [3][4840/6282] eta: 0:01:06 time: 0.0445 data_time: 0.0041 memory: 993 2022/12/04 11:52:51 - mmengine - INFO - Epoch(val) [3][4860/6282] eta: 0:01:05 time: 0.0458 data_time: 0.0049 memory: 993 2022/12/04 11:52:52 - mmengine - INFO - Epoch(val) [3][4880/6282] eta: 0:01:05 time: 0.0445 data_time: 0.0048 memory: 993 2022/12/04 11:52:53 - mmengine - INFO - Epoch(val) [3][4900/6282] eta: 0:01:04 time: 0.0512 data_time: 0.0048 memory: 993 2022/12/04 11:52:54 - mmengine - INFO - Epoch(val) [3][4920/6282] eta: 0:01:03 time: 0.0491 data_time: 0.0046 memory: 996 2022/12/04 11:52:55 - mmengine - INFO - Epoch(val) [3][4940/6282] eta: 0:01:02 time: 0.0488 data_time: 0.0046 memory: 996 2022/12/04 11:52:56 - mmengine - INFO - Epoch(val) [3][4960/6282] eta: 0:01:01 time: 0.0470 data_time: 0.0053 memory: 996 2022/12/04 11:52:57 - mmengine - INFO - Epoch(val) [3][4980/6282] eta: 0:01:00 time: 0.0477 data_time: 0.0042 memory: 996 2022/12/04 11:52:58 - mmengine - INFO - Epoch(val) [3][5000/6282] eta: 0:00:59 time: 0.0471 data_time: 0.0035 memory: 996 2022/12/04 11:52:58 - mmengine - INFO - Epoch(val) [3][5020/6282] eta: 0:00:58 time: 0.0463 data_time: 0.0049 memory: 996 2022/12/04 11:52:59 - mmengine - INFO - Epoch(val) [3][5040/6282] eta: 0:00:57 time: 0.0428 data_time: 0.0051 memory: 938 2022/12/04 11:53:00 - mmengine - INFO - Epoch(val) [3][5060/6282] eta: 0:00:56 time: 0.0424 data_time: 0.0054 memory: 938 2022/12/04 11:53:01 - mmengine - INFO - Epoch(val) [3][5080/6282] eta: 0:00:55 time: 0.0441 data_time: 0.0045 memory: 938 2022/12/04 11:53:02 - mmengine - INFO - Epoch(val) [3][5100/6282] eta: 0:00:54 time: 0.0424 data_time: 0.0038 memory: 938 2022/12/04 11:53:03 - mmengine - INFO - Epoch(val) [3][5120/6282] eta: 0:00:53 time: 0.0455 data_time: 0.0070 memory: 938 2022/12/04 11:53:04 - mmengine - INFO - Epoch(val) [3][5140/6282] eta: 0:00:52 time: 0.0439 data_time: 0.0058 memory: 934 2022/12/04 11:53:05 - mmengine - INFO - Epoch(val) [3][5160/6282] eta: 0:00:52 time: 0.0430 data_time: 0.0057 memory: 934 2022/12/04 11:53:05 - mmengine - INFO - Epoch(val) [3][5180/6282] eta: 0:00:51 time: 0.0451 data_time: 0.0055 memory: 934 2022/12/04 11:53:06 - mmengine - INFO - Epoch(val) [3][5200/6282] eta: 0:00:50 time: 0.0445 data_time: 0.0058 memory: 934 2022/12/04 11:53:07 - mmengine - INFO - Epoch(val) [3][5220/6282] eta: 0:00:49 time: 0.0459 data_time: 0.0068 memory: 934 2022/12/04 11:53:08 - mmengine - INFO - Epoch(val) [3][5240/6282] eta: 0:00:48 time: 0.0425 data_time: 0.0039 memory: 933 2022/12/04 11:53:09 - mmengine - INFO - Epoch(val) [3][5260/6282] eta: 0:00:47 time: 0.0443 data_time: 0.0073 memory: 933 2022/12/04 11:53:10 - mmengine - INFO - Epoch(val) [3][5280/6282] eta: 0:00:46 time: 0.0433 data_time: 0.0069 memory: 933 2022/12/04 11:53:11 - mmengine - INFO - Epoch(val) [3][5300/6282] eta: 0:00:45 time: 0.0461 data_time: 0.0050 memory: 933 2022/12/04 11:53:12 - mmengine - INFO - Epoch(val) [3][5320/6282] eta: 0:00:44 time: 0.0421 data_time: 0.0044 memory: 934 2022/12/04 11:53:13 - mmengine - INFO - Epoch(val) 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data_time: 0.0034 memory: 934 2022/12/04 11:53:27 - mmengine - INFO - Epoch(val) [3][5680/6282] eta: 0:00:27 time: 0.0444 data_time: 0.0053 memory: 934 2022/12/04 11:53:28 - mmengine - INFO - Epoch(val) [3][5700/6282] eta: 0:00:26 time: 0.0436 data_time: 0.0056 memory: 934 2022/12/04 11:53:29 - mmengine - INFO - Epoch(val) [3][5720/6282] eta: 0:00:25 time: 0.0426 data_time: 0.0045 memory: 968 2022/12/04 11:53:30 - mmengine - INFO - Epoch(val) [3][5740/6282] eta: 0:00:24 time: 0.0439 data_time: 0.0048 memory: 968 2022/12/04 11:53:31 - mmengine - INFO - Epoch(val) [3][5760/6282] eta: 0:00:24 time: 0.0434 data_time: 0.0064 memory: 968 2022/12/04 11:53:31 - mmengine - INFO - Epoch(val) [3][5780/6282] eta: 0:00:23 time: 0.0440 data_time: 0.0050 memory: 968 2022/12/04 11:53:32 - mmengine - INFO - Epoch(val) [3][5800/6282] eta: 0:00:22 time: 0.0439 data_time: 0.0047 memory: 968 2022/12/04 11:53:33 - mmengine - INFO - Epoch(val) [3][5820/6282] eta: 0:00:21 time: 0.0424 data_time: 0.0039 memory: 968 2022/12/04 11:53:34 - mmengine - INFO - Epoch(val) [3][5840/6282] eta: 0:00:20 time: 0.0452 data_time: 0.0062 memory: 955 2022/12/04 11:53:35 - mmengine - INFO - Epoch(val) [3][5860/6282] eta: 0:00:19 time: 0.0422 data_time: 0.0064 memory: 955 2022/12/04 11:53:36 - mmengine - INFO - Epoch(val) [3][5880/6282] eta: 0:00:18 time: 0.0434 data_time: 0.0050 memory: 955 2022/12/04 11:53:37 - mmengine - INFO - Epoch(val) [3][5900/6282] eta: 0:00:17 time: 0.0405 data_time: 0.0047 memory: 955 2022/12/04 11:53:37 - mmengine - INFO - Epoch(val) [3][5920/6282] eta: 0:00:16 time: 0.0413 data_time: 0.0033 memory: 955 2022/12/04 11:53:38 - mmengine - INFO - Epoch(val) [3][5940/6282] eta: 0:00:15 time: 0.0430 data_time: 0.0056 memory: 934 2022/12/04 11:53:39 - mmengine - INFO - Epoch(val) [3][5960/6282] eta: 0:00:14 time: 0.0432 data_time: 0.0049 memory: 934 2022/12/04 11:53:40 - mmengine - INFO - Epoch(val) [3][5980/6282] eta: 0:00:13 time: 0.0451 data_time: 0.0063 memory: 934 2022/12/04 11:53:41 - mmengine - INFO - Epoch(val) [3][6000/6282] eta: 0:00:12 time: 0.0483 data_time: 0.0055 memory: 993 2022/12/04 11:53:42 - mmengine - INFO - Epoch(val) [3][6020/6282] eta: 0:00:12 time: 0.0483 data_time: 0.0064 memory: 993 2022/12/04 11:53:43 - mmengine - INFO - Epoch(val) [3][6040/6282] eta: 0:00:11 time: 0.0466 data_time: 0.0048 memory: 993 2022/12/04 11:53:44 - mmengine - INFO - Epoch(val) [3][6060/6282] eta: 0:00:10 time: 0.0455 data_time: 0.0047 memory: 993 2022/12/04 11:53:45 - mmengine - INFO - Epoch(val) [3][6080/6282] eta: 0:00:09 time: 0.0444 data_time: 0.0041 memory: 993 2022/12/04 11:53:46 - mmengine - INFO - Epoch(val) [3][6100/6282] eta: 0:00:08 time: 0.0431 data_time: 0.0038 memory: 993 2022/12/04 11:53:47 - mmengine - INFO - Epoch(val) [3][6120/6282] eta: 0:00:07 time: 0.0447 data_time: 0.0043 memory: 993 2022/12/04 11:53:47 - mmengine - INFO - Epoch(val) [3][6140/6282] eta: 0:00:06 time: 0.0429 data_time: 0.0031 memory: 993 2022/12/04 11:53:48 - mmengine - INFO - Epoch(val) [3][6160/6282] eta: 0:00:05 time: 0.0356 data_time: 0.0019 memory: 993 2022/12/04 11:53:49 - mmengine - INFO - Epoch(val) [3][6180/6282] eta: 0:00:04 time: 0.0327 data_time: 0.0015 memory: 993 2022/12/04 11:53:49 - mmengine - INFO - Epoch(val) [3][6200/6282] eta: 0:00:03 time: 0.0328 data_time: 0.0015 memory: 993 2022/12/04 11:53:50 - mmengine - INFO - Epoch(val) [3][6220/6282] eta: 0:00:02 time: 0.0325 data_time: 0.0015 memory: 993 2022/12/04 11:53:51 - mmengine - INFO - Epoch(val) [3][6240/6282] eta: 0:00:01 time: 0.0326 data_time: 0.0015 memory: 993 2022/12/04 11:53:51 - mmengine - INFO - Epoch(val) [3][6260/6282] eta: 0:00:01 time: 0.0329 data_time: 0.0014 memory: 993 2022/12/04 11:53:52 - mmengine - INFO - Epoch(val) [3][6280/6282] eta: 0:00:00 time: 0.0325 data_time: 0.0015 memory: 993 2022/12/04 11:59:11 - mmengine - INFO - Epoch(val) [3][6282/6282] mAP/mAP@0.5IOU: 0.2877 2022/12/04 11:59:11 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/hukai/mmaction2/work_dirs/slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb/best_mAP/mAP@0.5IOU_epoch_2.pth is removed 2022/12/04 11:59:14 - mmengine - INFO - The best checkpoint with 0.2877 mAP/mAP@0.5IOU at 3 epoch is saved to best_mAP/mAP@0.5IOU_epoch_3.pth. 2022/12/04 11:59:21 - mmengine - INFO - Epoch(train) [4][ 20/4451] lr: 9.6162e-02 eta: 2:49:21 time: 0.3415 data_time: 0.0268 memory: 8783 grad_norm: 0.0980 loss: 0.0208 recall@thr=0.5: 0.6204 prec@thr=0.5: 0.6944 recall@top3: 0.7037 prec@top3: 0.6852 recall@top5: 0.8704 prec@top5: 0.5222 loss_action_cls: 0.0208 2022/12/04 11:59:27 - mmengine - INFO - Epoch(train) [4][ 40/4451] lr: 9.6128e-02 eta: 2:49:15 time: 0.3266 data_time: 0.0103 memory: 8780 grad_norm: 0.1048 loss: 0.0205 recall@thr=0.5: 0.7167 prec@thr=0.5: 0.7552 recall@top3: 0.7536 prec@top3: 0.6562 recall@top5: 0.9609 prec@top5: 0.5187 loss_action_cls: 0.0205 2022/12/04 11:59:34 - mmengine - INFO - Epoch(train) [4][ 60/4451] lr: 9.6094e-02 eta: 2:49:08 time: 0.3252 data_time: 0.0099 memory: 8770 grad_norm: 0.0985 loss: 0.0196 recall@thr=0.5: 0.6538 prec@thr=0.5: 0.6410 recall@top3: 1.0000 prec@top3: 0.5385 recall@top5: 1.0000 prec@top5: 0.3231 loss_action_cls: 0.0196 2022/12/04 11:59:40 - mmengine - INFO - Epoch(train) [4][ 80/4451] lr: 9.6059e-02 eta: 2:49:02 time: 0.3270 data_time: 0.0109 memory: 8770 grad_norm: 0.1006 loss: 0.0190 recall@thr=0.5: 0.8851 prec@thr=0.5: 0.8596 recall@top3: 0.8711 prec@top3: 0.6316 recall@top5: 1.0000 prec@top5: 0.4842 loss_action_cls: 0.0190 2022/12/04 11:59:47 - mmengine - INFO - Epoch(train) [4][ 100/4451] lr: 9.6025e-02 eta: 2:48:55 time: 0.3270 data_time: 0.0112 memory: 8774 grad_norm: 0.1008 loss: 0.0208 recall@thr=0.5: 0.7685 prec@thr=0.5: 0.7019 recall@top3: 0.8102 prec@top3: 0.6667 recall@top5: 0.8796 prec@top5: 0.4222 loss_action_cls: 0.0208 2022/12/04 11:59:53 - mmengine - INFO - Epoch(train) [4][ 120/4451] lr: 9.5991e-02 eta: 2:48:49 time: 0.3262 data_time: 0.0102 memory: 8786 grad_norm: 0.1009 loss: 0.0192 recall@thr=0.5: 0.5741 prec@thr=0.5: 0.7778 recall@top3: 0.7870 prec@top3: 0.6852 recall@top5: 0.9815 prec@top5: 0.5222 loss_action_cls: 0.0192 2022/12/04 12:00:00 - mmengine - INFO - Epoch(train) [4][ 140/4451] lr: 9.5956e-02 eta: 2:48:42 time: 0.3244 data_time: 0.0116 memory: 8770 grad_norm: 0.0999 loss: 0.0214 recall@thr=0.5: 0.8421 prec@thr=0.5: 0.8947 recall@top3: 0.8947 prec@top3: 0.6316 recall@top5: 0.9737 prec@top5: 0.4105 loss_action_cls: 0.0214 2022/12/04 12:00:06 - mmengine - INFO - Epoch(train) [4][ 160/4451] lr: 9.5921e-02 eta: 2:48:36 time: 0.3249 data_time: 0.0103 memory: 8819 grad_norm: 0.0970 loss: 0.0195 recall@thr=0.5: 0.6359 prec@thr=0.5: 0.7821 recall@top3: 0.7192 prec@top3: 0.6667 recall@top5: 0.9827 prec@top5: 0.5308 loss_action_cls: 0.0195 2022/12/04 12:00:13 - mmengine - INFO - Epoch(train) [4][ 180/4451] lr: 9.5886e-02 eta: 2:48:29 time: 0.3257 data_time: 0.0097 memory: 8783 grad_norm: 0.1027 loss: 0.0201 recall@thr=0.5: 0.6354 prec@thr=0.5: 0.7222 recall@top3: 0.7292 prec@top3: 0.4583 recall@top5: 0.7882 prec@top5: 0.3167 loss_action_cls: 0.0201 2022/12/04 12:00:19 - mmengine - INFO - Epoch(train) [4][ 200/4451] lr: 9.5851e-02 eta: 2:48:22 time: 0.3262 data_time: 0.0114 memory: 8783 grad_norm: 0.1014 loss: 0.0195 recall@thr=0.5: 0.6553 prec@thr=0.5: 0.7348 recall@top3: 0.8068 prec@top3: 0.5909 recall@top5: 0.9470 prec@top5: 0.4091 loss_action_cls: 0.0195 2022/12/04 12:00:26 - mmengine - INFO - Epoch(train) [4][ 220/4451] lr: 9.5816e-02 eta: 2:48:16 time: 0.3270 data_time: 0.0124 memory: 8796 grad_norm: 0.1033 loss: 0.0196 recall@thr=0.5: 0.7731 prec@thr=0.5: 0.7685 recall@top3: 0.9120 prec@top3: 0.7037 recall@top5: 0.9861 prec@top5: 0.4556 loss_action_cls: 0.0196 2022/12/04 12:00:32 - mmengine - INFO - Epoch(train) [4][ 240/4451] lr: 9.5780e-02 eta: 2:48:09 time: 0.3267 data_time: 0.0095 memory: 8770 grad_norm: 0.1026 loss: 0.0201 recall@thr=0.5: 0.7281 prec@thr=0.5: 0.7500 recall@top3: 0.8947 prec@top3: 0.7544 recall@top5: 0.9123 prec@top5: 0.4632 loss_action_cls: 0.0201 2022/12/04 12:00:39 - mmengine - INFO - Epoch(train) [4][ 260/4451] lr: 9.5745e-02 eta: 2:48:03 time: 0.3272 data_time: 0.0114 memory: 8806 grad_norm: 0.1038 loss: 0.0192 recall@thr=0.5: 0.6184 prec@thr=0.5: 0.5974 recall@top3: 0.7851 prec@top3: 0.6667 recall@top5: 0.8991 prec@top5: 0.4632 loss_action_cls: 0.0192 2022/12/04 12:00:46 - mmengine - INFO - Epoch(train) [4][ 280/4451] lr: 9.5709e-02 eta: 2:47:56 time: 0.3264 data_time: 0.0098 memory: 8777 grad_norm: 0.1019 loss: 0.0189 recall@thr=0.5: 0.7167 prec@thr=0.5: 0.8750 recall@top3: 0.9167 prec@top3: 0.6500 recall@top5: 1.0000 prec@top5: 0.4300 loss_action_cls: 0.0189 2022/12/04 12:00:52 - mmengine - INFO - Epoch(train) [4][ 300/4451] lr: 9.5673e-02 eta: 2:47:50 time: 0.3261 data_time: 0.0100 memory: 8770 grad_norm: 0.1048 loss: 0.0187 recall@thr=0.5: 0.5256 prec@thr=0.5: 0.6410 recall@top3: 0.7083 prec@top3: 0.5256 recall@top5: 0.8686 prec@top5: 0.4077 loss_action_cls: 0.0187 2022/12/04 12:00:59 - mmengine - INFO - Epoch(train) [4][ 320/4451] lr: 9.5637e-02 eta: 2:47:43 time: 0.3271 data_time: 0.0101 memory: 8796 grad_norm: 0.0971 loss: 0.0201 recall@thr=0.5: 0.5649 prec@thr=0.5: 0.6579 recall@top3: 0.7649 prec@top3: 0.6491 recall@top5: 0.9263 prec@top5: 0.4737 loss_action_cls: 0.0201 2022/12/04 12:01:05 - mmengine - INFO - Epoch(train) [4][ 340/4451] lr: 9.5601e-02 eta: 2:47:37 time: 0.3260 data_time: 0.0097 memory: 8777 grad_norm: 0.1027 loss: 0.0198 recall@thr=0.5: 0.4940 prec@thr=0.5: 0.6190 recall@top3: 0.7202 prec@top3: 0.5476 recall@top5: 0.7560 prec@top5: 0.3429 loss_action_cls: 0.0198 2022/12/04 12:01:12 - mmengine - INFO - Epoch(train) [4][ 360/4451] lr: 9.5565e-02 eta: 2:47:30 time: 0.3261 data_time: 0.0110 memory: 8799 grad_norm: 0.0975 loss: 0.0198 recall@thr=0.5: 0.6032 prec@thr=0.5: 0.7222 recall@top3: 0.8452 prec@top3: 0.7460 recall@top5: 0.9524 prec@top5: 0.5143 loss_action_cls: 0.0198 2022/12/04 12:01:18 - mmengine - INFO - Epoch(train) [4][ 380/4451] lr: 9.5528e-02 eta: 2:47:24 time: 0.3265 data_time: 0.0109 memory: 8771 grad_norm: 0.0999 loss: 0.0196 recall@thr=0.5: 0.5714 prec@thr=0.5: 0.6587 recall@top3: 0.8254 prec@top3: 0.5397 recall@top5: 0.9683 prec@top5: 0.4000 loss_action_cls: 0.0196 2022/12/04 12:01:25 - mmengine - INFO - Epoch(train) [4][ 400/4451] lr: 9.5492e-02 eta: 2:47:17 time: 0.3271 data_time: 0.0129 memory: 8783 grad_norm: 0.0988 loss: 0.0221 recall@thr=0.5: 0.5263 prec@thr=0.5: 0.5439 recall@top3: 0.6754 prec@top3: 0.4386 recall@top5: 0.8640 prec@top5: 0.3474 loss_action_cls: 0.0221 2022/12/04 12:01:31 - mmengine - INFO - Epoch(train) [4][ 420/4451] lr: 9.5455e-02 eta: 2:47:11 time: 0.3262 data_time: 0.0101 memory: 8770 grad_norm: 0.1020 loss: 0.0207 recall@thr=0.5: 0.5840 prec@thr=0.5: 0.9067 recall@top3: 0.8367 prec@top3: 0.7067 recall@top5: 0.9760 prec@top5: 0.5200 loss_action_cls: 0.0207 2022/12/04 12:01:38 - mmengine - INFO - Epoch(train) [4][ 440/4451] lr: 9.5418e-02 eta: 2:47:04 time: 0.3282 data_time: 0.0111 memory: 8786 grad_norm: 0.0991 loss: 0.0201 recall@thr=0.5: 0.7690 prec@thr=0.5: 0.8333 recall@top3: 0.9190 prec@top3: 0.6667 recall@top5: 0.9857 prec@top5: 0.4571 loss_action_cls: 0.0201 2022/12/04 12:01:44 - mmengine - INFO - Epoch(train) [4][ 460/4451] lr: 9.5381e-02 eta: 2:46:58 time: 0.3237 data_time: 0.0103 memory: 8770 grad_norm: 0.1009 loss: 0.0202 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6574 recall@top3: 0.9722 prec@top3: 0.5556 recall@top5: 1.0000 prec@top5: 0.3556 loss_action_cls: 0.0202 2022/12/04 12:01:51 - mmengine - INFO - Epoch(train) [4][ 480/4451] lr: 9.5344e-02 eta: 2:46:51 time: 0.3257 data_time: 0.0108 memory: 8786 grad_norm: 0.1119 loss: 0.0195 recall@thr=0.5: 0.8267 prec@thr=0.5: 0.8600 recall@top3: 0.9400 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4320 loss_action_cls: 0.0195 2022/12/04 12:01:57 - mmengine - INFO - Epoch(train) [4][ 500/4451] lr: 9.5307e-02 eta: 2:46:45 time: 0.3257 data_time: 0.0097 memory: 8770 grad_norm: 0.1048 loss: 0.0207 recall@thr=0.5: 0.6806 prec@thr=0.5: 0.7639 recall@top3: 0.8056 prec@top3: 0.5556 recall@top5: 0.8333 prec@top5: 0.3500 loss_action_cls: 0.0207 2022/12/04 12:02:04 - mmengine - INFO - Epoch(train) [4][ 520/4451] lr: 9.5270e-02 eta: 2:46:38 time: 0.3237 data_time: 0.0111 memory: 8777 grad_norm: 0.0993 loss: 0.0198 recall@thr=0.5: 0.8333 prec@thr=0.5: 1.0000 recall@top3: 0.8958 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4500 loss_action_cls: 0.0198 2022/12/04 12:02:10 - mmengine - INFO - Epoch(train) [4][ 540/4451] lr: 9.5232e-02 eta: 2:46:31 time: 0.3254 data_time: 0.0093 memory: 8770 grad_norm: 0.0962 loss: 0.0201 recall@thr=0.5: 0.6071 prec@thr=0.5: 0.6706 recall@top3: 0.6468 prec@top3: 0.5556 recall@top5: 0.8333 prec@top5: 0.4286 loss_action_cls: 0.0201 2022/12/04 12:02:17 - mmengine - INFO - Epoch(train) [4][ 560/4451] lr: 9.5195e-02 eta: 2:46:25 time: 0.3253 data_time: 0.0117 memory: 8786 grad_norm: 0.1025 loss: 0.0195 recall@thr=0.5: 0.6083 prec@thr=0.5: 0.6833 recall@top3: 0.8500 prec@top3: 0.6667 recall@top5: 0.9375 prec@top5: 0.4500 loss_action_cls: 0.0195 2022/12/04 12:02:23 - mmengine - INFO - Epoch(train) [4][ 580/4451] lr: 9.5157e-02 eta: 2:46:18 time: 0.3252 data_time: 0.0103 memory: 8829 grad_norm: 0.0985 loss: 0.0191 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.6778 recall@top3: 0.7667 prec@top3: 0.4889 recall@top5: 0.9333 prec@top5: 0.3733 loss_action_cls: 0.0191 2022/12/04 12:02:30 - mmengine - INFO - Epoch(train) [4][ 600/4451] lr: 9.5119e-02 eta: 2:46:12 time: 0.3260 data_time: 0.0092 memory: 8799 grad_norm: 0.1007 loss: 0.0210 recall@thr=0.5: 0.7325 prec@thr=0.5: 0.7368 recall@top3: 0.7588 prec@top3: 0.6842 recall@top5: 0.8640 prec@top5: 0.4842 loss_action_cls: 0.0210 2022/12/04 12:02:36 - mmengine - INFO - Epoch(train) [4][ 620/4451] lr: 9.5081e-02 eta: 2:46:05 time: 0.3264 data_time: 0.0102 memory: 8770 grad_norm: 0.1035 loss: 0.0198 recall@thr=0.5: 0.4500 prec@thr=0.5: 0.6250 recall@top3: 0.5333 prec@top3: 0.4000 recall@top5: 0.7583 prec@top5: 0.3500 loss_action_cls: 0.0198 2022/12/04 12:02:43 - mmengine - INFO - Epoch(train) [4][ 640/4451] lr: 9.5042e-02 eta: 2:45:59 time: 0.3249 data_time: 0.0099 memory: 8783 grad_norm: 0.0997 loss: 0.0197 recall@thr=0.5: 0.6326 prec@thr=0.5: 0.7187 recall@top3: 0.6854 prec@top3: 0.6944 recall@top5: 0.9861 prec@top5: 0.6000 loss_action_cls: 0.0197 2022/12/04 12:02:45 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 12:02:49 - mmengine - INFO - Epoch(train) [4][ 660/4451] lr: 9.5004e-02 eta: 2:45:52 time: 0.3263 data_time: 0.0095 memory: 8777 grad_norm: 0.1013 loss: 0.0210 recall@thr=0.5: 0.5889 prec@thr=0.5: 0.6333 recall@top3: 0.7056 prec@top3: 0.5778 recall@top5: 0.8278 prec@top5: 0.4267 loss_action_cls: 0.0210 2022/12/04 12:02:56 - mmengine - INFO - Epoch(train) [4][ 680/4451] lr: 9.4966e-02 eta: 2:45:45 time: 0.3254 data_time: 0.0094 memory: 8786 grad_norm: 0.1022 loss: 0.0204 recall@thr=0.5: 0.4487 prec@thr=0.5: 0.6282 recall@top3: 0.6603 prec@top3: 0.6410 recall@top5: 0.9519 prec@top5: 0.5308 loss_action_cls: 0.0204 2022/12/04 12:03:02 - mmengine - INFO - Epoch(train) [4][ 700/4451] lr: 9.4927e-02 eta: 2:45:39 time: 0.3244 data_time: 0.0113 memory: 8770 grad_norm: 0.0958 loss: 0.0205 recall@thr=0.5: 0.8611 prec@thr=0.5: 0.8528 recall@top3: 0.8935 prec@top3: 0.6852 recall@top5: 0.9722 prec@top5: 0.4556 loss_action_cls: 0.0205 2022/12/04 12:03:09 - mmengine - INFO - Epoch(train) [4][ 720/4451] lr: 9.4888e-02 eta: 2:45:32 time: 0.3253 data_time: 0.0105 memory: 8780 grad_norm: 0.1097 loss: 0.0198 recall@thr=0.5: 0.5417 prec@thr=0.5: 0.6288 recall@top3: 0.7652 prec@top3: 0.6061 recall@top5: 0.8977 prec@top5: 0.4364 loss_action_cls: 0.0198 2022/12/04 12:03:15 - mmengine - INFO - Epoch(train) [4][ 740/4451] lr: 9.4849e-02 eta: 2:45:26 time: 0.3253 data_time: 0.0100 memory: 8770 grad_norm: 0.1057 loss: 0.0220 recall@thr=0.5: 0.5729 prec@thr=0.5: 0.6667 recall@top3: 0.7188 prec@top3: 0.5208 recall@top5: 0.9375 prec@top5: 0.4125 loss_action_cls: 0.0220 2022/12/04 12:03:22 - mmengine - INFO - Epoch(train) [4][ 760/4451] lr: 9.4810e-02 eta: 2:45:19 time: 0.3242 data_time: 0.0116 memory: 8770 grad_norm: 0.1012 loss: 0.0193 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.8750 recall@top3: 0.9444 prec@top3: 0.7037 recall@top5: 1.0000 prec@top5: 0.4444 loss_action_cls: 0.0193 2022/12/04 12:03:28 - mmengine - INFO - Epoch(train) [4][ 780/4451] lr: 9.4771e-02 eta: 2:45:13 time: 0.3283 data_time: 0.0099 memory: 8790 grad_norm: 0.1034 loss: 0.0199 recall@thr=0.5: 0.8264 prec@thr=0.5: 0.7569 recall@top3: 0.8681 prec@top3: 0.6528 recall@top5: 0.9375 prec@top5: 0.4250 loss_action_cls: 0.0199 2022/12/04 12:03:35 - mmengine - INFO - Epoch(train) [4][ 800/4451] lr: 9.4732e-02 eta: 2:45:06 time: 0.3249 data_time: 0.0089 memory: 8806 grad_norm: 0.1006 loss: 0.0203 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.8056 recall@top3: 0.7611 prec@top3: 0.7778 recall@top5: 0.8444 prec@top5: 0.5333 loss_action_cls: 0.0203 2022/12/04 12:03:41 - mmengine - INFO - Epoch(train) [4][ 820/4451] lr: 9.4692e-02 eta: 2:44:59 time: 0.3253 data_time: 0.0107 memory: 8836 grad_norm: 0.1007 loss: 0.0200 recall@thr=0.5: 0.6954 prec@thr=0.5: 0.7241 recall@top3: 0.7931 prec@top3: 0.5862 recall@top5: 0.9368 prec@top5: 0.4276 loss_action_cls: 0.0200 2022/12/04 12:03:48 - mmengine - INFO - Epoch(train) [4][ 840/4451] lr: 9.4652e-02 eta: 2:44:53 time: 0.3256 data_time: 0.0122 memory: 8806 grad_norm: 0.1015 loss: 0.0206 recall@thr=0.5: 0.5758 prec@thr=0.5: 0.6212 recall@top3: 0.8838 prec@top3: 0.6263 recall@top5: 1.0000 prec@top5: 0.4242 loss_action_cls: 0.0206 2022/12/04 12:03:55 - mmengine - INFO - Epoch(train) [4][ 860/4451] lr: 9.4613e-02 eta: 2:44:46 time: 0.3275 data_time: 0.0099 memory: 8774 grad_norm: 0.0998 loss: 0.0211 recall@thr=0.5: 0.5312 prec@thr=0.5: 0.6285 recall@top3: 0.6424 prec@top3: 0.5694 recall@top5: 0.8333 prec@top5: 0.4417 loss_action_cls: 0.0211 2022/12/04 12:04:01 - mmengine - INFO - Epoch(train) [4][ 880/4451] lr: 9.4573e-02 eta: 2:44:40 time: 0.3253 data_time: 0.0093 memory: 8796 grad_norm: 0.1033 loss: 0.0200 recall@thr=0.5: 0.6065 prec@thr=0.5: 0.6991 recall@top3: 0.8056 prec@top3: 0.5926 recall@top5: 0.9213 prec@top5: 0.4222 loss_action_cls: 0.0200 2022/12/04 12:04:08 - mmengine - INFO - Epoch(train) [4][ 900/4451] lr: 9.4533e-02 eta: 2:44:33 time: 0.3256 data_time: 0.0099 memory: 8770 grad_norm: 0.1043 loss: 0.0211 recall@thr=0.5: 0.6917 prec@thr=0.5: 0.7917 recall@top3: 0.8667 prec@top3: 0.5833 recall@top5: 1.0000 prec@top5: 0.4100 loss_action_cls: 0.0211 2022/12/04 12:04:14 - mmengine - INFO - Epoch(train) [4][ 920/4451] lr: 9.4493e-02 eta: 2:44:27 time: 0.3271 data_time: 0.0112 memory: 8774 grad_norm: 0.1023 loss: 0.0201 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.6852 recall@top3: 0.7963 prec@top3: 0.5556 recall@top5: 0.9475 prec@top5: 0.4074 loss_action_cls: 0.0201 2022/12/04 12:04:21 - mmengine - INFO - Epoch(train) [4][ 940/4451] lr: 9.4452e-02 eta: 2:44:20 time: 0.3259 data_time: 0.0093 memory: 8770 grad_norm: 0.1042 loss: 0.0223 recall@thr=0.5: 0.6961 prec@thr=0.5: 0.7059 recall@top3: 0.8284 prec@top3: 0.7059 recall@top5: 0.9314 prec@top5: 0.5059 loss_action_cls: 0.0223 2022/12/04 12:04:27 - mmengine - INFO - Epoch(train) [4][ 960/4451] lr: 9.4412e-02 eta: 2:44:14 time: 0.3268 data_time: 0.0092 memory: 8770 grad_norm: 0.1039 loss: 0.0180 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.5476 recall@top3: 0.8810 prec@top3: 0.5238 recall@top5: 0.9762 prec@top5: 0.3571 loss_action_cls: 0.0180 2022/12/04 12:04:34 - mmengine - INFO - Epoch(train) [4][ 980/4451] lr: 9.4371e-02 eta: 2:44:07 time: 0.3257 data_time: 0.0093 memory: 8771 grad_norm: 0.1041 loss: 0.0196 recall@thr=0.5: 0.4912 prec@thr=0.5: 0.6579 recall@top3: 0.7281 prec@top3: 0.5789 recall@top5: 0.8860 prec@top5: 0.4421 loss_action_cls: 0.0196 2022/12/04 12:04:40 - mmengine - INFO - Epoch(train) [4][1000/4451] lr: 9.4330e-02 eta: 2:44:01 time: 0.3272 data_time: 0.0096 memory: 8783 grad_norm: 0.1031 loss: 0.0198 recall@thr=0.5: 0.6613 prec@thr=0.5: 0.7204 recall@top3: 0.7419 prec@top3: 0.6022 recall@top5: 0.9032 prec@top5: 0.4387 loss_action_cls: 0.0198 2022/12/04 12:04:47 - mmengine - INFO - Epoch(train) [4][1020/4451] lr: 9.4290e-02 eta: 2:43:54 time: 0.3256 data_time: 0.0098 memory: 8774 grad_norm: 0.0964 loss: 0.0220 recall@thr=0.5: 0.6375 prec@thr=0.5: 0.7617 recall@top3: 0.6750 prec@top3: 0.6500 recall@top5: 0.9583 prec@top5: 0.5500 loss_action_cls: 0.0220 2022/12/04 12:04:53 - mmengine - INFO - Epoch(train) [4][1040/4451] lr: 9.4248e-02 eta: 2:43:48 time: 0.3250 data_time: 0.0095 memory: 8793 grad_norm: 0.1013 loss: 0.0213 recall@thr=0.5: 0.5889 prec@thr=0.5: 0.6333 recall@top3: 0.7778 prec@top3: 0.5111 recall@top5: 0.8444 prec@top5: 0.3333 loss_action_cls: 0.0213 2022/12/04 12:05:00 - mmengine - INFO - Epoch(train) [4][1060/4451] lr: 9.4207e-02 eta: 2:43:41 time: 0.3261 data_time: 0.0125 memory: 8796 grad_norm: 0.0980 loss: 0.0195 recall@thr=0.5: 0.6905 prec@thr=0.5: 0.6696 recall@top3: 0.8631 prec@top3: 0.6548 recall@top5: 0.9048 prec@top5: 0.4143 loss_action_cls: 0.0195 2022/12/04 12:05:06 - mmengine - INFO - Epoch(train) [4][1080/4451] lr: 9.4166e-02 eta: 2:43:35 time: 0.3269 data_time: 0.0092 memory: 8770 grad_norm: 0.0984 loss: 0.0189 recall@thr=0.5: 0.7059 prec@thr=0.5: 0.5686 recall@top3: 0.8235 prec@top3: 0.4706 recall@top5: 0.9412 prec@top5: 0.3294 loss_action_cls: 0.0189 2022/12/04 12:05:13 - mmengine - INFO - Epoch(train) [4][1100/4451] lr: 9.4125e-02 eta: 2:43:28 time: 0.3358 data_time: 0.0097 memory: 8770 grad_norm: 0.1016 loss: 0.0202 recall@thr=0.5: 0.7007 prec@thr=0.5: 0.7569 recall@top3: 0.7993 prec@top3: 0.6667 recall@top5: 0.9326 prec@top5: 0.4750 loss_action_cls: 0.0202 2022/12/04 12:05:20 - mmengine - INFO - Epoch(train) [4][1120/4451] lr: 9.4083e-02 eta: 2:43:22 time: 0.3383 data_time: 0.0104 memory: 8786 grad_norm: 0.1027 loss: 0.0179 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.8294 recall@top3: 0.8254 prec@top3: 0.6508 recall@top5: 0.9762 prec@top5: 0.4857 loss_action_cls: 0.0179 2022/12/04 12:05:26 - mmengine - INFO - Epoch(train) [4][1140/4451] lr: 9.4041e-02 eta: 2:43:16 time: 0.3274 data_time: 0.0097 memory: 8777 grad_norm: 0.1004 loss: 0.0216 recall@thr=0.5: 0.6228 prec@thr=0.5: 0.6272 recall@top3: 0.7895 prec@top3: 0.6842 recall@top5: 0.9211 prec@top5: 0.4947 loss_action_cls: 0.0216 2022/12/04 12:05:33 - mmengine - INFO - Epoch(train) [4][1160/4451] lr: 9.4000e-02 eta: 2:43:09 time: 0.3282 data_time: 0.0097 memory: 8770 grad_norm: 0.0970 loss: 0.0204 recall@thr=0.5: 0.7348 prec@thr=0.5: 0.7045 recall@top3: 0.7273 prec@top3: 0.5152 recall@top5: 0.8106 prec@top5: 0.3545 loss_action_cls: 0.0204 2022/12/04 12:05:39 - mmengine - INFO - Epoch(train) [4][1180/4451] lr: 9.3958e-02 eta: 2:43:03 time: 0.3255 data_time: 0.0096 memory: 8804 grad_norm: 0.1064 loss: 0.0193 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8208 recall@top3: 0.8583 prec@top3: 0.7333 recall@top5: 0.9500 prec@top5: 0.5000 loss_action_cls: 0.0193 2022/12/04 12:05:46 - mmengine - INFO - Epoch(train) [4][1200/4451] lr: 9.3915e-02 eta: 2:42:56 time: 0.3243 data_time: 0.0091 memory: 8770 grad_norm: 0.1009 loss: 0.0203 recall@thr=0.5: 0.4062 prec@thr=0.5: 0.5278 recall@top3: 0.7118 prec@top3: 0.5417 recall@top5: 0.8924 prec@top5: 0.4250 loss_action_cls: 0.0203 2022/12/04 12:05:52 - mmengine - INFO - Epoch(train) [4][1220/4451] lr: 9.3873e-02 eta: 2:42:50 time: 0.3262 data_time: 0.0100 memory: 8790 grad_norm: 0.1037 loss: 0.0208 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7000 recall@top3: 0.8000 prec@top3: 0.5333 recall@top5: 0.9500 prec@top5: 0.3600 loss_action_cls: 0.0208 2022/12/04 12:05:59 - mmengine - INFO - Epoch(train) [4][1240/4451] lr: 9.3831e-02 eta: 2:42:43 time: 0.3241 data_time: 0.0103 memory: 8770 grad_norm: 0.1008 loss: 0.0186 recall@thr=0.5: 0.6759 prec@thr=0.5: 0.8056 recall@top3: 0.9259 prec@top3: 0.5926 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0186 2022/12/04 12:06:05 - mmengine - INFO - Epoch(train) [4][1260/4451] lr: 9.3788e-02 eta: 2:42:37 time: 0.3276 data_time: 0.0101 memory: 8770 grad_norm: 0.1038 loss: 0.0189 recall@thr=0.5: 0.6775 prec@thr=0.5: 0.9565 recall@top3: 0.8587 prec@top3: 0.7681 recall@top5: 0.9203 prec@top5: 0.5043 loss_action_cls: 0.0189 2022/12/04 12:06:12 - mmengine - INFO - Epoch(train) [4][1280/4451] lr: 9.3746e-02 eta: 2:42:30 time: 0.3264 data_time: 0.0097 memory: 8770 grad_norm: 0.1007 loss: 0.0196 recall@thr=0.5: 0.4583 prec@thr=0.5: 0.5833 recall@top3: 0.4583 prec@top3: 0.3542 recall@top5: 0.7031 prec@top5: 0.3250 loss_action_cls: 0.0196 2022/12/04 12:06:18 - mmengine - INFO - Epoch(train) [4][1300/4451] lr: 9.3703e-02 eta: 2:42:24 time: 0.3257 data_time: 0.0103 memory: 8770 grad_norm: 0.0987 loss: 0.0192 recall@thr=0.5: 0.4314 prec@thr=0.5: 0.6078 recall@top3: 0.8725 prec@top3: 0.5686 recall@top5: 0.9608 prec@top5: 0.3882 loss_action_cls: 0.0192 2022/12/04 12:06:25 - mmengine - INFO - Epoch(train) [4][1320/4451] lr: 9.3660e-02 eta: 2:42:17 time: 0.3257 data_time: 0.0085 memory: 8770 grad_norm: 0.1006 loss: 0.0227 recall@thr=0.5: 0.6863 prec@thr=0.5: 0.7353 recall@top3: 0.7549 prec@top3: 0.4510 recall@top5: 0.8824 prec@top5: 0.3294 loss_action_cls: 0.0227 2022/12/04 12:06:32 - mmengine - INFO - Epoch(train) [4][1340/4451] lr: 9.3617e-02 eta: 2:42:10 time: 0.3270 data_time: 0.0146 memory: 8770 grad_norm: 0.0998 loss: 0.0208 recall@thr=0.5: 0.4524 prec@thr=0.5: 0.5556 recall@top3: 0.6984 prec@top3: 0.5714 recall@top5: 0.7778 prec@top5: 0.3905 loss_action_cls: 0.0208 2022/12/04 12:06:38 - mmengine - INFO - Epoch(train) [4][1360/4451] lr: 9.3574e-02 eta: 2:42:04 time: 0.3264 data_time: 0.0110 memory: 8793 grad_norm: 0.0999 loss: 0.0204 recall@thr=0.5: 0.7193 prec@thr=0.5: 0.7982 recall@top3: 0.8307 prec@top3: 0.6842 recall@top5: 0.9211 prec@top5: 0.4842 loss_action_cls: 0.0204 2022/12/04 12:06:45 - mmengine - INFO - Epoch(train) [4][1380/4451] lr: 9.3530e-02 eta: 2:41:57 time: 0.3265 data_time: 0.0104 memory: 8780 grad_norm: 0.1008 loss: 0.0206 recall@thr=0.5: 0.7841 prec@thr=0.5: 0.9015 recall@top3: 0.8621 prec@top3: 0.7576 recall@top5: 0.9386 prec@top5: 0.5182 loss_action_cls: 0.0206 2022/12/04 12:06:51 - mmengine - INFO - Epoch(train) [4][1400/4451] lr: 9.3487e-02 eta: 2:41:51 time: 0.3250 data_time: 0.0091 memory: 8809 grad_norm: 0.0988 loss: 0.0210 recall@thr=0.5: 0.8016 prec@thr=0.5: 0.9405 recall@top3: 0.8730 prec@top3: 0.6984 recall@top5: 0.9841 prec@top5: 0.4952 loss_action_cls: 0.0210 2022/12/04 12:06:58 - mmengine - INFO - Epoch(train) [4][1420/4451] lr: 9.3443e-02 eta: 2:41:44 time: 0.3272 data_time: 0.0114 memory: 8793 grad_norm: 0.1071 loss: 0.0217 recall@thr=0.5: 0.6071 prec@thr=0.5: 0.8095 recall@top3: 0.7587 prec@top3: 0.6190 recall@top5: 0.9040 prec@top5: 0.4857 loss_action_cls: 0.0217 2022/12/04 12:07:04 - mmengine - INFO - Epoch(train) [4][1440/4451] lr: 9.3399e-02 eta: 2:41:38 time: 0.3258 data_time: 0.0091 memory: 8790 grad_norm: 0.0997 loss: 0.0214 recall@thr=0.5: 0.5179 prec@thr=0.5: 0.6250 recall@top3: 0.6905 prec@top3: 0.6071 recall@top5: 0.7857 prec@top5: 0.4143 loss_action_cls: 0.0214 2022/12/04 12:07:11 - mmengine - INFO - Epoch(train) [4][1460/4451] lr: 9.3356e-02 eta: 2:41:31 time: 0.3254 data_time: 0.0093 memory: 8774 grad_norm: 0.1102 loss: 0.0191 recall@thr=0.5: 0.8100 prec@thr=0.5: 0.8333 recall@top3: 0.9000 prec@top3: 0.5333 recall@top5: 0.9700 prec@top5: 0.3600 loss_action_cls: 0.0191 2022/12/04 12:07:17 - mmengine - INFO - Epoch(train) [4][1480/4451] lr: 9.3312e-02 eta: 2:41:25 time: 0.3256 data_time: 0.0102 memory: 8793 grad_norm: 0.1005 loss: 0.0205 recall@thr=0.5: 0.6067 prec@thr=0.5: 0.7833 recall@top3: 0.7667 prec@top3: 0.5733 recall@top5: 0.8867 prec@top5: 0.4080 loss_action_cls: 0.0205 2022/12/04 12:07:24 - mmengine - INFO - Epoch(train) [4][1500/4451] lr: 9.3267e-02 eta: 2:41:18 time: 0.3269 data_time: 0.0097 memory: 8799 grad_norm: 0.0977 loss: 0.0197 recall@thr=0.5: 0.6319 prec@thr=0.5: 0.7292 recall@top3: 0.7986 prec@top3: 0.5556 recall@top5: 0.8958 prec@top5: 0.3917 loss_action_cls: 0.0197 2022/12/04 12:07:30 - mmengine - INFO - Epoch(train) [4][1520/4451] lr: 9.3223e-02 eta: 2:41:12 time: 0.3275 data_time: 0.0108 memory: 8774 grad_norm: 0.0993 loss: 0.0207 recall@thr=0.5: 0.6897 prec@thr=0.5: 0.6989 recall@top3: 0.7184 prec@top3: 0.7011 recall@top5: 0.8707 prec@top5: 0.5241 loss_action_cls: 0.0207 2022/12/04 12:07:37 - mmengine - INFO - Epoch(train) [4][1540/4451] lr: 9.3179e-02 eta: 2:41:05 time: 0.3261 data_time: 0.0097 memory: 8790 grad_norm: 0.1012 loss: 0.0194 recall@thr=0.5: 0.5067 prec@thr=0.5: 0.7333 recall@top3: 0.7400 prec@top3: 0.7067 recall@top5: 0.9000 prec@top5: 0.5200 loss_action_cls: 0.0194 2022/12/04 12:07:43 - mmengine - INFO - Epoch(train) [4][1560/4451] lr: 9.3134e-02 eta: 2:40:59 time: 0.3258 data_time: 0.0091 memory: 8774 grad_norm: 0.0989 loss: 0.0195 recall@thr=0.5: 0.7262 prec@thr=0.5: 0.7024 recall@top3: 0.8929 prec@top3: 0.5714 recall@top5: 0.8929 prec@top5: 0.3429 loss_action_cls: 0.0195 2022/12/04 12:07:50 - mmengine - INFO - Epoch(train) [4][1580/4451] lr: 9.3089e-02 eta: 2:40:52 time: 0.3273 data_time: 0.0095 memory: 8777 grad_norm: 0.1034 loss: 0.0208 recall@thr=0.5: 0.7024 prec@thr=0.5: 0.6905 recall@top3: 0.7937 prec@top3: 0.7302 recall@top5: 0.9762 prec@top5: 0.5524 loss_action_cls: 0.0208 2022/12/04 12:07:56 - mmengine - INFO - Epoch(train) [4][1600/4451] lr: 9.3045e-02 eta: 2:40:46 time: 0.3269 data_time: 0.0105 memory: 8770 grad_norm: 0.0970 loss: 0.0189 recall@thr=0.5: 0.6806 prec@thr=0.5: 0.7148 recall@top3: 0.7315 prec@top3: 0.5000 recall@top5: 0.9074 prec@top5: 0.4111 loss_action_cls: 0.0189 2022/12/04 12:08:03 - mmengine - INFO - Epoch(train) [4][1620/4451] lr: 9.3000e-02 eta: 2:40:39 time: 0.3261 data_time: 0.0103 memory: 8793 grad_norm: 0.1014 loss: 0.0218 recall@thr=0.5: 0.5098 prec@thr=0.5: 0.6176 recall@top3: 0.6667 prec@top3: 0.6275 recall@top5: 0.8922 prec@top5: 0.4706 loss_action_cls: 0.0218 2022/12/04 12:08:09 - mmengine - INFO - Epoch(train) [4][1640/4451] lr: 9.2955e-02 eta: 2:40:33 time: 0.3257 data_time: 0.0104 memory: 8770 grad_norm: 0.0967 loss: 0.0198 recall@thr=0.5: 0.4828 prec@thr=0.5: 0.6466 recall@top3: 0.6897 prec@top3: 0.5172 recall@top5: 0.8333 prec@top5: 0.3793 loss_action_cls: 0.0198 2022/12/04 12:08:12 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 12:08:16 - mmengine - INFO - Epoch(train) [4][1660/4451] lr: 9.2909e-02 eta: 2:40:26 time: 0.3268 data_time: 0.0090 memory: 8770 grad_norm: 0.1009 loss: 0.0206 recall@thr=0.5: 0.5227 prec@thr=0.5: 0.7348 recall@top3: 0.7538 prec@top3: 0.5455 recall@top5: 0.8485 prec@top5: 0.3727 loss_action_cls: 0.0206 2022/12/04 12:08:23 - mmengine - INFO - Epoch(train) [4][1680/4451] lr: 9.2864e-02 eta: 2:40:20 time: 0.3269 data_time: 0.0093 memory: 8770 grad_norm: 0.0994 loss: 0.0200 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.8512 recall@top3: 0.8750 prec@top3: 0.7143 recall@top5: 0.9792 prec@top5: 0.4857 loss_action_cls: 0.0200 2022/12/04 12:08:29 - mmengine - INFO - Epoch(train) [4][1700/4451] lr: 9.2819e-02 eta: 2:40:13 time: 0.3255 data_time: 0.0110 memory: 8799 grad_norm: 0.0971 loss: 0.0198 recall@thr=0.5: 0.8796 prec@thr=0.5: 0.9352 recall@top3: 0.8796 prec@top3: 0.6667 recall@top5: 0.9306 prec@top5: 0.4333 loss_action_cls: 0.0198 2022/12/04 12:08:36 - mmengine - INFO - Epoch(train) [4][1720/4451] lr: 9.2773e-02 eta: 2:40:06 time: 0.3255 data_time: 0.0095 memory: 8770 grad_norm: 0.1071 loss: 0.0198 recall@thr=0.5: 0.6984 prec@thr=0.5: 0.8254 recall@top3: 0.8968 prec@top3: 0.7778 recall@top5: 0.9841 prec@top5: 0.5143 loss_action_cls: 0.0198 2022/12/04 12:08:42 - mmengine - INFO - Epoch(train) [4][1740/4451] lr: 9.2727e-02 eta: 2:40:00 time: 0.3263 data_time: 0.0095 memory: 8780 grad_norm: 0.0940 loss: 0.0214 recall@thr=0.5: 0.8667 prec@thr=0.5: 0.9125 recall@top3: 0.9167 prec@top3: 0.6667 recall@top5: 0.9833 prec@top5: 0.4400 loss_action_cls: 0.0214 2022/12/04 12:08:49 - mmengine - INFO - Epoch(train) [4][1760/4451] lr: 9.2681e-02 eta: 2:39:53 time: 0.3268 data_time: 0.0095 memory: 8804 grad_norm: 0.1029 loss: 0.0214 recall@thr=0.5: 0.7608 prec@thr=0.5: 0.7402 recall@top3: 0.7922 prec@top3: 0.6863 recall@top5: 0.9765 prec@top5: 0.4941 loss_action_cls: 0.0214 2022/12/04 12:08:55 - mmengine - INFO - Epoch(train) [4][1780/4451] lr: 9.2635e-02 eta: 2:39:47 time: 0.3261 data_time: 0.0105 memory: 8777 grad_norm: 0.0991 loss: 0.0199 recall@thr=0.5: 0.5930 prec@thr=0.5: 0.7544 recall@top3: 0.8175 prec@top3: 0.6667 recall@top5: 0.9439 prec@top5: 0.4842 loss_action_cls: 0.0199 2022/12/04 12:09:02 - mmengine - INFO - Epoch(train) [4][1800/4451] lr: 9.2589e-02 eta: 2:39:40 time: 0.3267 data_time: 0.0092 memory: 8799 grad_norm: 0.1000 loss: 0.0202 recall@thr=0.5: 0.6429 prec@thr=0.5: 0.7024 recall@top3: 0.7857 prec@top3: 0.5000 recall@top5: 0.9286 prec@top5: 0.3714 loss_action_cls: 0.0202 2022/12/04 12:09:08 - mmengine - INFO - Epoch(train) [4][1820/4451] lr: 9.2543e-02 eta: 2:39:34 time: 0.3264 data_time: 0.0094 memory: 8770 grad_norm: 0.1060 loss: 0.0200 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.8167 recall@top3: 0.8375 prec@top3: 0.7667 recall@top5: 0.9875 prec@top5: 0.5700 loss_action_cls: 0.0200 2022/12/04 12:09:15 - mmengine - INFO - Epoch(train) [4][1840/4451] lr: 9.2496e-02 eta: 2:39:27 time: 0.3261 data_time: 0.0112 memory: 8809 grad_norm: 0.1001 loss: 0.0197 recall@thr=0.5: 0.5725 prec@thr=0.5: 0.6812 recall@top3: 0.7971 prec@top3: 0.5072 recall@top5: 0.9130 prec@top5: 0.3652 loss_action_cls: 0.0197 2022/12/04 12:09:21 - mmengine - INFO - Epoch(train) [4][1860/4451] lr: 9.2450e-02 eta: 2:39:21 time: 0.3264 data_time: 0.0094 memory: 8771 grad_norm: 0.0987 loss: 0.0207 recall@thr=0.5: 0.8958 prec@thr=0.5: 1.0000 recall@top3: 0.9271 prec@top3: 0.6042 recall@top5: 0.9792 prec@top5: 0.4000 loss_action_cls: 0.0207 2022/12/04 12:09:28 - mmengine - INFO - Epoch(train) [4][1880/4451] lr: 9.2403e-02 eta: 2:39:14 time: 0.3270 data_time: 0.0094 memory: 8780 grad_norm: 0.0998 loss: 0.0196 recall@thr=0.5: 0.5625 prec@thr=0.5: 0.6417 recall@top3: 0.6250 prec@top3: 0.5500 recall@top5: 0.8542 prec@top5: 0.4600 loss_action_cls: 0.0196 2022/12/04 12:09:34 - mmengine - INFO - Epoch(train) [4][1900/4451] lr: 9.2356e-02 eta: 2:39:08 time: 0.3247 data_time: 0.0094 memory: 8804 grad_norm: 0.0972 loss: 0.0191 recall@thr=0.5: 0.4239 prec@thr=0.5: 0.6087 recall@top3: 0.8841 prec@top3: 0.6377 recall@top5: 0.8986 prec@top5: 0.3913 loss_action_cls: 0.0191 2022/12/04 12:09:41 - mmengine - INFO - Epoch(train) [4][1920/4451] lr: 9.2309e-02 eta: 2:39:01 time: 0.3239 data_time: 0.0102 memory: 8770 grad_norm: 0.1040 loss: 0.0198 recall@thr=0.5: 0.5625 prec@thr=0.5: 0.4583 recall@top3: 0.7656 prec@top3: 0.4792 recall@top5: 0.8750 prec@top5: 0.3250 loss_action_cls: 0.0198 2022/12/04 12:09:47 - mmengine - INFO - Epoch(train) [4][1940/4451] lr: 9.2262e-02 eta: 2:38:54 time: 0.3258 data_time: 0.0099 memory: 8770 grad_norm: 0.0958 loss: 0.0191 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.8021 recall@top3: 0.8438 prec@top3: 0.5625 recall@top5: 0.9583 prec@top5: 0.4000 loss_action_cls: 0.0191 2022/12/04 12:09:54 - mmengine - INFO - Epoch(train) [4][1960/4451] lr: 9.2215e-02 eta: 2:38:48 time: 0.3256 data_time: 0.0093 memory: 8770 grad_norm: 0.0974 loss: 0.0197 recall@thr=0.5: 0.5486 prec@thr=0.5: 0.6181 recall@top3: 0.7778 prec@top3: 0.4583 recall@top5: 0.8750 prec@top5: 0.3250 loss_action_cls: 0.0197 2022/12/04 12:10:00 - mmengine - INFO - Epoch(train) [4][1980/4451] lr: 9.2168e-02 eta: 2:38:41 time: 0.3280 data_time: 0.0103 memory: 8783 grad_norm: 0.1034 loss: 0.0181 recall@thr=0.5: 0.6562 prec@thr=0.5: 0.5625 recall@top3: 0.7812 prec@top3: 0.5208 recall@top5: 0.9688 prec@top5: 0.3875 loss_action_cls: 0.0181 2022/12/04 12:10:07 - mmengine - INFO - Epoch(train) [4][2000/4451] lr: 9.2120e-02 eta: 2:38:35 time: 0.3273 data_time: 0.0097 memory: 8770 grad_norm: 0.1000 loss: 0.0207 recall@thr=0.5: 0.6449 prec@thr=0.5: 0.7283 recall@top3: 0.6848 prec@top3: 0.6957 recall@top5: 0.9601 prec@top5: 0.5826 loss_action_cls: 0.0207 2022/12/04 12:10:13 - mmengine - INFO - Epoch(train) [4][2020/4451] lr: 9.2073e-02 eta: 2:38:28 time: 0.3246 data_time: 0.0105 memory: 8796 grad_norm: 0.1065 loss: 0.0222 recall@thr=0.5: 0.5861 prec@thr=0.5: 0.7167 recall@top3: 0.7583 prec@top3: 0.5889 recall@top5: 0.9611 prec@top5: 0.4667 loss_action_cls: 0.0222 2022/12/04 12:10:20 - mmengine - INFO - Epoch(train) [4][2040/4451] lr: 9.2025e-02 eta: 2:38:22 time: 0.3251 data_time: 0.0096 memory: 8780 grad_norm: 0.1038 loss: 0.0203 recall@thr=0.5: 0.6349 prec@thr=0.5: 0.7143 recall@top3: 0.7460 prec@top3: 0.5873 recall@top5: 0.8730 prec@top5: 0.4286 loss_action_cls: 0.0203 2022/12/04 12:10:26 - mmengine - INFO - Epoch(train) [4][2060/4451] lr: 9.1977e-02 eta: 2:38:15 time: 0.3273 data_time: 0.0114 memory: 8771 grad_norm: 0.1068 loss: 0.0205 recall@thr=0.5: 0.7593 prec@thr=0.5: 0.9167 recall@top3: 0.7840 prec@top3: 0.7284 recall@top5: 0.8951 prec@top5: 0.5037 loss_action_cls: 0.0205 2022/12/04 12:10:33 - mmengine - INFO - Epoch(train) [4][2080/4451] lr: 9.1929e-02 eta: 2:38:09 time: 0.3257 data_time: 0.0096 memory: 8770 grad_norm: 0.1052 loss: 0.0185 recall@thr=0.5: 0.7229 prec@thr=0.5: 0.8292 recall@top3: 0.7167 prec@top3: 0.6458 recall@top5: 0.9177 prec@top5: 0.5375 loss_action_cls: 0.0185 2022/12/04 12:10:40 - mmengine - INFO - Epoch(train) [4][2100/4451] lr: 9.1881e-02 eta: 2:38:02 time: 0.3264 data_time: 0.0094 memory: 8770 grad_norm: 0.0985 loss: 0.0177 recall@thr=0.5: 0.8458 prec@thr=0.5: 0.7792 recall@top3: 0.8667 prec@top3: 0.4500 recall@top5: 0.9417 prec@top5: 0.3000 loss_action_cls: 0.0177 2022/12/04 12:10:46 - mmengine - INFO - Epoch(train) [4][2120/4451] lr: 9.1833e-02 eta: 2:37:56 time: 0.3264 data_time: 0.0118 memory: 8806 grad_norm: 0.0980 loss: 0.0198 recall@thr=0.5: 0.5392 prec@thr=0.5: 0.5147 recall@top3: 0.7049 prec@top3: 0.5882 recall@top5: 0.9569 prec@top5: 0.4941 loss_action_cls: 0.0198 2022/12/04 12:10:53 - mmengine - INFO - Epoch(train) [4][2140/4451] lr: 9.1784e-02 eta: 2:37:49 time: 0.3269 data_time: 0.0095 memory: 8839 grad_norm: 0.1020 loss: 0.0182 recall@thr=0.5: 0.5654 prec@thr=0.5: 0.6603 recall@top3: 0.7865 prec@top3: 0.4872 recall@top5: 0.9385 prec@top5: 0.3615 loss_action_cls: 0.0182 2022/12/04 12:10:59 - mmengine - INFO - Epoch(train) [4][2160/4451] lr: 9.1736e-02 eta: 2:37:43 time: 0.3427 data_time: 0.0097 memory: 8806 grad_norm: 0.0997 loss: 0.0193 recall@thr=0.5: 0.6286 prec@thr=0.5: 0.5571 recall@top3: 0.7190 prec@top3: 0.5238 recall@top5: 0.9143 prec@top5: 0.4114 loss_action_cls: 0.0193 2022/12/04 12:11:06 - mmengine - INFO - Epoch(train) [4][2180/4451] lr: 9.1687e-02 eta: 2:37:37 time: 0.3247 data_time: 0.0107 memory: 8771 grad_norm: 0.1009 loss: 0.0182 recall@thr=0.5: 0.4365 prec@thr=0.5: 0.5000 recall@top3: 0.6905 prec@top3: 0.5079 recall@top5: 0.8651 prec@top5: 0.3905 loss_action_cls: 0.0182 2022/12/04 12:11:12 - mmengine - INFO - Epoch(train) [4][2200/4451] lr: 9.1638e-02 eta: 2:37:30 time: 0.3247 data_time: 0.0104 memory: 8783 grad_norm: 0.1035 loss: 0.0189 recall@thr=0.5: 0.5625 prec@thr=0.5: 0.6111 recall@top3: 0.7708 prec@top3: 0.6389 recall@top5: 0.9097 prec@top5: 0.4833 loss_action_cls: 0.0189 2022/12/04 12:11:19 - mmengine - INFO - Epoch(train) [4][2220/4451] lr: 9.1589e-02 eta: 2:37:24 time: 0.3277 data_time: 0.0101 memory: 8790 grad_norm: 0.1045 loss: 0.0195 recall@thr=0.5: 0.3631 prec@thr=0.5: 0.6012 recall@top3: 0.6274 prec@top3: 0.5833 recall@top5: 0.8440 prec@top5: 0.4714 loss_action_cls: 0.0195 2022/12/04 12:11:25 - mmengine - INFO - Epoch(train) [4][2240/4451] lr: 9.1540e-02 eta: 2:37:17 time: 0.3249 data_time: 0.0091 memory: 8799 grad_norm: 0.0986 loss: 0.0192 recall@thr=0.5: 0.5882 prec@thr=0.5: 0.7500 recall@top3: 0.7647 prec@top3: 0.5098 recall@top5: 0.9706 prec@top5: 0.3882 loss_action_cls: 0.0192 2022/12/04 12:11:32 - mmengine - INFO - Epoch(train) [4][2260/4451] lr: 9.1491e-02 eta: 2:37:11 time: 0.3265 data_time: 0.0098 memory: 8774 grad_norm: 0.0999 loss: 0.0206 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7500 recall@top3: 0.9365 prec@top3: 0.6349 recall@top5: 0.9841 prec@top5: 0.4095 loss_action_cls: 0.0206 2022/12/04 12:11:39 - mmengine - INFO - Epoch(train) [4][2280/4451] lr: 9.1442e-02 eta: 2:37:04 time: 0.3270 data_time: 0.0095 memory: 8796 grad_norm: 0.1071 loss: 0.0214 recall@thr=0.5: 0.8276 prec@thr=0.5: 0.9770 recall@top3: 0.8937 prec@top3: 0.8736 recall@top5: 0.9425 prec@top5: 0.5586 loss_action_cls: 0.0214 2022/12/04 12:11:45 - mmengine - INFO - Epoch(train) [4][2300/4451] lr: 9.1392e-02 eta: 2:36:58 time: 0.3320 data_time: 0.0106 memory: 8770 grad_norm: 0.0974 loss: 0.0182 recall@thr=0.5: 0.5873 prec@thr=0.5: 0.7222 recall@top3: 0.7857 prec@top3: 0.6667 recall@top5: 0.9444 prec@top5: 0.4667 loss_action_cls: 0.0182 2022/12/04 12:11:52 - mmengine - INFO - Epoch(train) [4][2320/4451] lr: 9.1343e-02 eta: 2:36:51 time: 0.3273 data_time: 0.0097 memory: 8770 grad_norm: 0.1020 loss: 0.0189 recall@thr=0.5: 0.6553 prec@thr=0.5: 0.7992 recall@top3: 0.7235 prec@top3: 0.6515 recall@top5: 0.8977 prec@top5: 0.5000 loss_action_cls: 0.0189 2022/12/04 12:11:58 - mmengine - INFO - Epoch(train) [4][2340/4451] lr: 9.1293e-02 eta: 2:36:45 time: 0.3264 data_time: 0.0104 memory: 8770 grad_norm: 0.1025 loss: 0.0214 recall@thr=0.5: 0.6713 prec@thr=0.5: 0.7870 recall@top3: 0.9213 prec@top3: 0.7222 recall@top5: 0.9676 prec@top5: 0.4667 loss_action_cls: 0.0214 2022/12/04 12:12:05 - mmengine - INFO - Epoch(train) [4][2360/4451] lr: 9.1243e-02 eta: 2:36:38 time: 0.3253 data_time: 0.0098 memory: 8799 grad_norm: 0.1041 loss: 0.0204 recall@thr=0.5: 0.3788 prec@thr=0.5: 0.5000 recall@top3: 0.5455 prec@top3: 0.4394 recall@top5: 0.7652 prec@top5: 0.3909 loss_action_cls: 0.0204 2022/12/04 12:12:11 - mmengine - INFO - Epoch(train) [4][2380/4451] lr: 9.1193e-02 eta: 2:36:32 time: 0.3263 data_time: 0.0095 memory: 8770 grad_norm: 0.1059 loss: 0.0210 recall@thr=0.5: 0.6316 prec@thr=0.5: 0.6579 recall@top3: 0.8684 prec@top3: 0.5965 recall@top5: 0.9298 prec@top5: 0.3895 loss_action_cls: 0.0210 2022/12/04 12:12:18 - mmengine - INFO - Epoch(train) [4][2400/4451] lr: 9.1143e-02 eta: 2:36:25 time: 0.3270 data_time: 0.0105 memory: 8770 grad_norm: 0.0998 loss: 0.0189 recall@thr=0.5: 0.6471 prec@thr=0.5: 0.7941 recall@top3: 0.8039 prec@top3: 0.7059 recall@top5: 0.9118 prec@top5: 0.4824 loss_action_cls: 0.0189 2022/12/04 12:12:24 - mmengine - INFO - Epoch(train) [4][2420/4451] lr: 9.1093e-02 eta: 2:36:19 time: 0.3322 data_time: 0.0095 memory: 8793 grad_norm: 0.1035 loss: 0.0245 recall@thr=0.5: 0.6769 prec@thr=0.5: 0.7185 recall@top3: 0.6833 prec@top3: 0.5741 recall@top5: 0.9269 prec@top5: 0.4667 loss_action_cls: 0.0245 2022/12/04 12:12:31 - mmengine - INFO - Epoch(train) [4][2440/4451] lr: 9.1043e-02 eta: 2:36:12 time: 0.3260 data_time: 0.0102 memory: 8777 grad_norm: 0.0957 loss: 0.0209 recall@thr=0.5: 0.6636 prec@thr=0.5: 0.6512 recall@top3: 0.7395 prec@top3: 0.5679 recall@top5: 0.9272 prec@top5: 0.4444 loss_action_cls: 0.0209 2022/12/04 12:12:38 - mmengine - INFO - Epoch(train) [4][2460/4451] lr: 9.0992e-02 eta: 2:36:06 time: 0.3271 data_time: 0.0110 memory: 8806 grad_norm: 0.1000 loss: 0.0171 recall@thr=0.5: 0.6486 prec@thr=0.5: 0.7210 recall@top3: 0.8877 prec@top3: 0.6812 recall@top5: 0.9710 prec@top5: 0.4609 loss_action_cls: 0.0171 2022/12/04 12:12:44 - mmengine - INFO - Epoch(train) [4][2480/4451] lr: 9.0942e-02 eta: 2:35:59 time: 0.3251 data_time: 0.0109 memory: 8771 grad_norm: 0.0988 loss: 0.0185 recall@thr=0.5: 0.8158 prec@thr=0.5: 0.9649 recall@top3: 0.8728 prec@top3: 0.6667 recall@top5: 0.9123 prec@top5: 0.4316 loss_action_cls: 0.0185 2022/12/04 12:12:51 - mmengine - INFO - Epoch(train) [4][2500/4451] lr: 9.0891e-02 eta: 2:35:53 time: 0.3255 data_time: 0.0114 memory: 8793 grad_norm: 0.1053 loss: 0.0202 recall@thr=0.5: 0.6310 prec@thr=0.5: 0.6280 recall@top3: 0.7560 prec@top3: 0.5476 recall@top5: 0.8542 prec@top5: 0.3643 loss_action_cls: 0.0202 2022/12/04 12:12:57 - mmengine - INFO - Epoch(train) [4][2520/4451] lr: 9.0840e-02 eta: 2:35:46 time: 0.3265 data_time: 0.0097 memory: 8783 grad_norm: 0.1016 loss: 0.0198 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.8542 recall@top3: 0.8604 prec@top3: 0.7917 recall@top5: 0.9688 prec@top5: 0.5450 loss_action_cls: 0.0198 2022/12/04 12:13:04 - mmengine - INFO - Epoch(train) [4][2540/4451] lr: 9.0789e-02 eta: 2:35:39 time: 0.3249 data_time: 0.0097 memory: 8774 grad_norm: 0.1023 loss: 0.0198 recall@thr=0.5: 0.4902 prec@thr=0.5: 0.5784 recall@top3: 0.7941 prec@top3: 0.5098 recall@top5: 0.9706 prec@top5: 0.3882 loss_action_cls: 0.0198 2022/12/04 12:13:10 - mmengine - INFO - Epoch(train) [4][2560/4451] lr: 9.0738e-02 eta: 2:35:33 time: 0.3269 data_time: 0.0111 memory: 8770 grad_norm: 0.1050 loss: 0.0215 recall@thr=0.5: 0.5521 prec@thr=0.5: 0.5937 recall@top3: 0.6302 prec@top3: 0.3333 recall@top5: 0.8802 prec@top5: 0.2875 loss_action_cls: 0.0215 2022/12/04 12:13:17 - mmengine - INFO - Epoch(train) [4][2580/4451] lr: 9.0687e-02 eta: 2:35:26 time: 0.3263 data_time: 0.0095 memory: 8783 grad_norm: 0.0943 loss: 0.0194 recall@thr=0.5: 0.6533 prec@thr=0.5: 0.6000 recall@top3: 0.7733 prec@top3: 0.5867 recall@top5: 0.8000 prec@top5: 0.3680 loss_action_cls: 0.0194 2022/12/04 12:13:23 - mmengine - INFO - Epoch(train) [4][2600/4451] lr: 9.0636e-02 eta: 2:35:20 time: 0.3249 data_time: 0.0099 memory: 8771 grad_norm: 0.0951 loss: 0.0205 recall@thr=0.5: 0.3333 prec@thr=0.5: 0.4583 recall@top3: 0.9583 prec@top3: 0.4444 recall@top5: 1.0000 prec@top5: 0.2833 loss_action_cls: 0.0205 2022/12/04 12:13:30 - mmengine - INFO - Epoch(train) [4][2620/4451] lr: 9.0584e-02 eta: 2:35:13 time: 0.3269 data_time: 0.0099 memory: 8770 grad_norm: 0.1053 loss: 0.0190 recall@thr=0.5: 0.6127 prec@thr=0.5: 0.8088 recall@top3: 0.7500 prec@top3: 0.5686 recall@top5: 0.8971 prec@top5: 0.4000 loss_action_cls: 0.0190 2022/12/04 12:13:36 - mmengine - INFO - Epoch(train) [4][2640/4451] lr: 9.0533e-02 eta: 2:35:07 time: 0.3275 data_time: 0.0097 memory: 8806 grad_norm: 0.0989 loss: 0.0177 recall@thr=0.5: 0.6444 prec@thr=0.5: 0.7556 recall@top3: 0.8611 prec@top3: 0.7000 recall@top5: 0.9389 prec@top5: 0.4467 loss_action_cls: 0.0177 2022/12/04 12:13:39 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 12:13:43 - mmengine - INFO - Epoch(train) [4][2660/4451] lr: 9.0481e-02 eta: 2:35:00 time: 0.3282 data_time: 0.0104 memory: 8796 grad_norm: 0.1056 loss: 0.0176 recall@thr=0.5: 0.5083 prec@thr=0.5: 0.6333 recall@top3: 0.6833 prec@top3: 0.5333 recall@top5: 0.9125 prec@top5: 0.4500 loss_action_cls: 0.0176 2022/12/04 12:13:49 - mmengine - INFO - Epoch(train) [4][2680/4451] lr: 9.0429e-02 eta: 2:34:54 time: 0.3248 data_time: 0.0113 memory: 8770 grad_norm: 0.1038 loss: 0.0213 recall@thr=0.5: 0.5379 prec@thr=0.5: 0.6591 recall@top3: 0.7652 prec@top3: 0.6515 recall@top5: 0.8561 prec@top5: 0.4545 loss_action_cls: 0.0213 2022/12/04 12:13:56 - mmengine - INFO - Epoch(train) [4][2700/4451] lr: 9.0377e-02 eta: 2:34:47 time: 0.3268 data_time: 0.0096 memory: 8809 grad_norm: 0.1004 loss: 0.0191 recall@thr=0.5: 0.6317 prec@thr=0.5: 0.7608 recall@top3: 0.8118 prec@top3: 0.5914 recall@top5: 0.9785 prec@top5: 0.4387 loss_action_cls: 0.0191 2022/12/04 12:14:02 - mmengine - INFO - Epoch(train) [4][2720/4451] lr: 9.0325e-02 eta: 2:34:41 time: 0.3260 data_time: 0.0098 memory: 8786 grad_norm: 0.1025 loss: 0.0199 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.7206 recall@top3: 0.7598 prec@top3: 0.6471 recall@top5: 0.9853 prec@top5: 0.5176 loss_action_cls: 0.0199 2022/12/04 12:14:09 - mmengine - INFO - Epoch(train) [4][2740/4451] lr: 9.0273e-02 eta: 2:34:34 time: 0.3249 data_time: 0.0095 memory: 8771 grad_norm: 0.1039 loss: 0.0200 recall@thr=0.5: 0.6920 prec@thr=0.5: 0.8188 recall@top3: 0.8080 prec@top3: 0.7391 recall@top5: 1.0000 prec@top5: 0.5565 loss_action_cls: 0.0200 2022/12/04 12:14:15 - mmengine - INFO - Epoch(train) [4][2760/4451] lr: 9.0220e-02 eta: 2:34:28 time: 0.3263 data_time: 0.0102 memory: 8804 grad_norm: 0.1048 loss: 0.0201 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.7963 recall@top3: 0.8102 prec@top3: 0.7037 recall@top5: 0.9074 prec@top5: 0.4889 loss_action_cls: 0.0201 2022/12/04 12:14:22 - mmengine - INFO - Epoch(train) [4][2780/4451] lr: 9.0168e-02 eta: 2:34:21 time: 0.3266 data_time: 0.0093 memory: 8774 grad_norm: 0.1009 loss: 0.0168 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.5833 recall@top3: 0.8500 prec@top3: 0.5500 recall@top5: 0.9750 prec@top5: 0.3600 loss_action_cls: 0.0168 2022/12/04 12:14:28 - mmengine - INFO - Epoch(train) [4][2800/4451] lr: 9.0115e-02 eta: 2:34:15 time: 0.3268 data_time: 0.0098 memory: 8804 grad_norm: 0.0986 loss: 0.0195 recall@thr=0.5: 0.7727 prec@thr=0.5: 0.7475 recall@top3: 0.9242 prec@top3: 0.6869 recall@top5: 0.9394 prec@top5: 0.4182 loss_action_cls: 0.0195 2022/12/04 12:14:35 - mmengine - INFO - Epoch(train) [4][2820/4451] lr: 9.0063e-02 eta: 2:34:08 time: 0.3269 data_time: 0.0105 memory: 8770 grad_norm: 0.1019 loss: 0.0210 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.8833 recall@top3: 0.8500 prec@top3: 0.6167 recall@top5: 1.0000 prec@top5: 0.4300 loss_action_cls: 0.0210 2022/12/04 12:14:42 - mmengine - INFO - Epoch(train) [4][2840/4451] lr: 9.0010e-02 eta: 2:34:02 time: 0.3275 data_time: 0.0096 memory: 8770 grad_norm: 0.0969 loss: 0.0194 recall@thr=0.5: 0.7609 prec@thr=0.5: 0.8957 recall@top3: 0.8478 prec@top3: 0.7971 recall@top5: 0.9783 prec@top5: 0.5739 loss_action_cls: 0.0194 2022/12/04 12:14:48 - mmengine - INFO - Epoch(train) [4][2860/4451] lr: 8.9957e-02 eta: 2:33:55 time: 0.3267 data_time: 0.0101 memory: 8770 grad_norm: 0.1006 loss: 0.0206 recall@thr=0.5: 0.4683 prec@thr=0.5: 0.4762 recall@top3: 0.6825 prec@top3: 0.5079 recall@top5: 0.8095 prec@top5: 0.3619 loss_action_cls: 0.0206 2022/12/04 12:14:55 - mmengine - INFO - Epoch(train) [4][2880/4451] lr: 8.9904e-02 eta: 2:33:49 time: 0.3258 data_time: 0.0103 memory: 8770 grad_norm: 0.1013 loss: 0.0193 recall@thr=0.5: 0.5897 prec@thr=0.5: 0.6410 recall@top3: 0.8205 prec@top3: 0.3846 recall@top5: 0.8462 prec@top5: 0.2462 loss_action_cls: 0.0193 2022/12/04 12:15:01 - mmengine - INFO - Epoch(train) [4][2900/4451] lr: 8.9850e-02 eta: 2:33:42 time: 0.3273 data_time: 0.0098 memory: 8770 grad_norm: 0.1034 loss: 0.0190 recall@thr=0.5: 0.6920 prec@thr=0.5: 0.7971 recall@top3: 0.8877 prec@top3: 0.6522 recall@top5: 0.9094 prec@top5: 0.4087 loss_action_cls: 0.0190 2022/12/04 12:15:08 - mmengine - INFO - Epoch(train) [4][2920/4451] lr: 8.9797e-02 eta: 2:33:36 time: 0.3260 data_time: 0.0121 memory: 8770 grad_norm: 0.1004 loss: 0.0202 recall@thr=0.5: 0.7593 prec@thr=0.5: 0.7870 recall@top3: 0.9537 prec@top3: 0.6296 recall@top5: 0.9722 prec@top5: 0.3889 loss_action_cls: 0.0202 2022/12/04 12:15:14 - mmengine - INFO - Epoch(train) [4][2940/4451] lr: 8.9744e-02 eta: 2:33:29 time: 0.3266 data_time: 0.0095 memory: 8783 grad_norm: 0.1026 loss: 0.0208 recall@thr=0.5: 0.8194 prec@thr=0.5: 0.8750 recall@top3: 0.9514 prec@top3: 0.7361 recall@top5: 0.9722 prec@top5: 0.4583 loss_action_cls: 0.0208 2022/12/04 12:15:21 - mmengine - INFO - Epoch(train) [4][2960/4451] lr: 8.9690e-02 eta: 2:33:23 time: 0.3283 data_time: 0.0114 memory: 8770 grad_norm: 0.0998 loss: 0.0202 recall@thr=0.5: 0.5965 prec@thr=0.5: 0.5175 recall@top3: 0.7368 prec@top3: 0.4737 recall@top5: 0.9474 prec@top5: 0.4000 loss_action_cls: 0.0202 2022/12/04 12:15:27 - mmengine - INFO - Epoch(train) [4][2980/4451] lr: 8.9636e-02 eta: 2:33:16 time: 0.3264 data_time: 0.0102 memory: 8770 grad_norm: 0.0980 loss: 0.0209 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7698 recall@top3: 0.8413 prec@top3: 0.6984 recall@top5: 0.9286 prec@top5: 0.4667 loss_action_cls: 0.0209 2022/12/04 12:15:34 - mmengine - INFO - Epoch(train) [4][3000/4451] lr: 8.9582e-02 eta: 2:33:09 time: 0.3271 data_time: 0.0114 memory: 8770 grad_norm: 0.0981 loss: 0.0191 recall@thr=0.5: 0.8235 prec@thr=0.5: 0.8725 recall@top3: 0.9412 prec@top3: 0.5686 recall@top5: 0.9804 prec@top5: 0.3647 loss_action_cls: 0.0191 2022/12/04 12:15:40 - mmengine - INFO - Epoch(train) [4][3020/4451] lr: 8.9529e-02 eta: 2:33:03 time: 0.3246 data_time: 0.0101 memory: 8770 grad_norm: 0.1015 loss: 0.0207 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.6875 recall@top3: 0.8167 prec@top3: 0.4833 recall@top5: 0.9833 prec@top5: 0.3500 loss_action_cls: 0.0207 2022/12/04 12:15:47 - mmengine - INFO - Epoch(train) [4][3040/4451] lr: 8.9474e-02 eta: 2:32:56 time: 0.3263 data_time: 0.0096 memory: 8780 grad_norm: 0.1059 loss: 0.0199 recall@thr=0.5: 0.5882 prec@thr=0.5: 0.5000 recall@top3: 0.8039 prec@top3: 0.5686 recall@top5: 0.9216 prec@top5: 0.3765 loss_action_cls: 0.0199 2022/12/04 12:15:53 - mmengine - INFO - Epoch(train) [4][3060/4451] lr: 8.9420e-02 eta: 2:32:50 time: 0.3264 data_time: 0.0094 memory: 8770 grad_norm: 0.1007 loss: 0.0193 recall@thr=0.5: 0.5983 prec@thr=0.5: 0.7533 recall@top3: 0.7067 prec@top3: 0.6333 recall@top5: 0.8100 prec@top5: 0.4500 loss_action_cls: 0.0193 2022/12/04 12:16:00 - mmengine - INFO - Epoch(train) [4][3080/4451] lr: 8.9366e-02 eta: 2:32:43 time: 0.3263 data_time: 0.0093 memory: 8771 grad_norm: 0.1033 loss: 0.0192 recall@thr=0.5: 0.5397 prec@thr=0.5: 0.6587 recall@top3: 0.7937 prec@top3: 0.5714 recall@top5: 0.9841 prec@top5: 0.4286 loss_action_cls: 0.0192 2022/12/04 12:16:06 - mmengine - INFO - Epoch(train) [4][3100/4451] lr: 8.9311e-02 eta: 2:32:37 time: 0.3266 data_time: 0.0093 memory: 8770 grad_norm: 0.1014 loss: 0.0195 recall@thr=0.5: 0.7342 prec@thr=0.5: 0.7708 recall@top3: 0.8842 prec@top3: 0.7500 recall@top5: 0.9650 prec@top5: 0.5100 loss_action_cls: 0.0195 2022/12/04 12:16:13 - mmengine - INFO - Epoch(train) [4][3120/4451] lr: 8.9257e-02 eta: 2:32:30 time: 0.3269 data_time: 0.0097 memory: 8786 grad_norm: 0.1020 loss: 0.0200 recall@thr=0.5: 0.7937 prec@thr=0.5: 0.7460 recall@top3: 0.8254 prec@top3: 0.6508 recall@top5: 0.9365 prec@top5: 0.4190 loss_action_cls: 0.0200 2022/12/04 12:16:20 - mmengine - INFO - Epoch(train) [4][3140/4451] lr: 8.9202e-02 eta: 2:32:24 time: 0.3278 data_time: 0.0096 memory: 8771 grad_norm: 0.0964 loss: 0.0205 recall@thr=0.5: 0.5965 prec@thr=0.5: 0.6053 recall@top3: 0.7544 prec@top3: 0.5088 recall@top5: 0.9561 prec@top5: 0.4000 loss_action_cls: 0.0205 2022/12/04 12:16:26 - mmengine - INFO - Epoch(train) [4][3160/4451] lr: 8.9147e-02 eta: 2:32:17 time: 0.3279 data_time: 0.0120 memory: 8770 grad_norm: 0.0991 loss: 0.0189 recall@thr=0.5: 0.8632 prec@thr=0.5: 0.8715 recall@top3: 0.8931 prec@top3: 0.7917 recall@top5: 0.9639 prec@top5: 0.5250 loss_action_cls: 0.0189 2022/12/04 12:16:33 - mmengine - INFO - Epoch(train) [4][3180/4451] lr: 8.9092e-02 eta: 2:32:11 time: 0.3267 data_time: 0.0100 memory: 8770 grad_norm: 0.1027 loss: 0.0199 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6542 recall@top3: 0.7958 prec@top3: 0.6500 recall@top5: 0.9042 prec@top5: 0.4500 loss_action_cls: 0.0199 2022/12/04 12:16:39 - mmengine - INFO - Epoch(train) [4][3200/4451] lr: 8.9037e-02 eta: 2:32:04 time: 0.3275 data_time: 0.0097 memory: 8780 grad_norm: 0.1056 loss: 0.0192 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.8214 recall@top3: 0.8095 prec@top3: 0.6667 recall@top5: 0.9524 prec@top5: 0.4762 loss_action_cls: 0.0192 2022/12/04 12:16:46 - mmengine - INFO - Epoch(train) [4][3220/4451] lr: 8.8982e-02 eta: 2:31:58 time: 0.3256 data_time: 0.0107 memory: 8813 grad_norm: 0.0977 loss: 0.0204 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7037 recall@top3: 0.8333 prec@top3: 0.6852 recall@top5: 0.9630 prec@top5: 0.4667 loss_action_cls: 0.0204 2022/12/04 12:16:52 - mmengine - INFO - Epoch(train) [4][3240/4451] lr: 8.8927e-02 eta: 2:31:51 time: 0.3283 data_time: 0.0097 memory: 8790 grad_norm: 0.1036 loss: 0.0183 recall@thr=0.5: 0.7552 prec@thr=0.5: 0.8021 recall@top3: 0.8281 prec@top3: 0.6667 recall@top5: 0.9635 prec@top5: 0.4750 loss_action_cls: 0.0183 2022/12/04 12:16:59 - mmengine - INFO - Epoch(train) [4][3260/4451] lr: 8.8871e-02 eta: 2:31:45 time: 0.3255 data_time: 0.0094 memory: 8770 grad_norm: 0.1031 loss: 0.0197 recall@thr=0.5: 0.7417 prec@thr=0.5: 0.8500 recall@top3: 0.9167 prec@top3: 0.7500 recall@top5: 0.9833 prec@top5: 0.4900 loss_action_cls: 0.0197 2022/12/04 12:17:05 - mmengine - INFO - Epoch(train) [4][3280/4451] lr: 8.8816e-02 eta: 2:31:38 time: 0.3260 data_time: 0.0095 memory: 8770 grad_norm: 0.0979 loss: 0.0188 recall@thr=0.5: 0.8030 prec@thr=0.5: 0.8636 recall@top3: 0.9242 prec@top3: 0.6212 recall@top5: 1.0000 prec@top5: 0.4091 loss_action_cls: 0.0188 2022/12/04 12:17:12 - mmengine - INFO - Epoch(train) [4][3300/4451] lr: 8.8760e-02 eta: 2:31:32 time: 0.3241 data_time: 0.0099 memory: 8770 grad_norm: 0.0993 loss: 0.0193 recall@thr=0.5: 0.5583 prec@thr=0.5: 0.7250 recall@top3: 0.7958 prec@top3: 0.5833 recall@top5: 0.8833 prec@top5: 0.4100 loss_action_cls: 0.0193 2022/12/04 12:17:18 - mmengine - INFO - Epoch(train) [4][3320/4451] lr: 8.8704e-02 eta: 2:31:25 time: 0.3269 data_time: 0.0099 memory: 8796 grad_norm: 0.1007 loss: 0.0189 recall@thr=0.5: 0.6175 prec@thr=0.5: 0.7508 recall@top3: 0.7794 prec@top3: 0.7302 recall@top5: 0.8571 prec@top5: 0.4952 loss_action_cls: 0.0189 2022/12/04 12:17:25 - mmengine - INFO - Epoch(train) [4][3340/4451] lr: 8.8648e-02 eta: 2:31:19 time: 0.3253 data_time: 0.0116 memory: 8770 grad_norm: 0.1051 loss: 0.0205 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.7407 recall@top3: 0.6142 prec@top3: 0.6667 recall@top5: 0.8272 prec@top5: 0.5407 loss_action_cls: 0.0205 2022/12/04 12:17:31 - mmengine - INFO - Epoch(train) [4][3360/4451] lr: 8.8592e-02 eta: 2:31:12 time: 0.3274 data_time: 0.0095 memory: 8770 grad_norm: 0.1046 loss: 0.0202 recall@thr=0.5: 0.5079 prec@thr=0.5: 0.5794 recall@top3: 0.6825 prec@top3: 0.5079 recall@top5: 0.8333 prec@top5: 0.4095 loss_action_cls: 0.0202 2022/12/04 12:17:38 - mmengine - INFO - Epoch(train) [4][3380/4451] lr: 8.8536e-02 eta: 2:31:06 time: 0.3273 data_time: 0.0101 memory: 8793 grad_norm: 0.1001 loss: 0.0211 recall@thr=0.5: 0.6515 prec@thr=0.5: 0.7008 recall@top3: 0.7576 prec@top3: 0.6667 recall@top5: 0.9545 prec@top5: 0.5000 loss_action_cls: 0.0211 2022/12/04 12:17:44 - mmengine - INFO - Epoch(train) [4][3400/4451] lr: 8.8480e-02 eta: 2:30:59 time: 0.3265 data_time: 0.0110 memory: 8774 grad_norm: 0.0991 loss: 0.0206 recall@thr=0.5: 0.7579 prec@thr=0.5: 0.6508 recall@top3: 0.8056 prec@top3: 0.5238 recall@top5: 0.9246 prec@top5: 0.4000 loss_action_cls: 0.0206 2022/12/04 12:17:51 - mmengine - INFO - Epoch(train) [4][3420/4451] lr: 8.8424e-02 eta: 2:30:52 time: 0.3259 data_time: 0.0108 memory: 8850 grad_norm: 0.0963 loss: 0.0184 recall@thr=0.5: 0.7196 prec@thr=0.5: 0.7402 recall@top3: 0.8353 prec@top3: 0.6275 recall@top5: 0.9176 prec@top5: 0.4353 loss_action_cls: 0.0184 2022/12/04 12:17:58 - mmengine - INFO - Epoch(train) [4][3440/4451] lr: 8.8367e-02 eta: 2:30:46 time: 0.3254 data_time: 0.0099 memory: 8770 grad_norm: 0.1025 loss: 0.0205 recall@thr=0.5: 0.5944 prec@thr=0.5: 0.8528 recall@top3: 0.7556 prec@top3: 0.6111 recall@top5: 0.9139 prec@top5: 0.4467 loss_action_cls: 0.0205 2022/12/04 12:18:04 - mmengine - INFO - Epoch(train) [4][3460/4451] lr: 8.8310e-02 eta: 2:30:39 time: 0.3269 data_time: 0.0097 memory: 8813 grad_norm: 0.1012 loss: 0.0194 recall@thr=0.5: 0.5139 prec@thr=0.5: 0.7778 recall@top3: 0.7639 prec@top3: 0.5926 recall@top5: 0.8472 prec@top5: 0.4111 loss_action_cls: 0.0194 2022/12/04 12:18:11 - mmengine - INFO - Epoch(train) [4][3480/4451] lr: 8.8254e-02 eta: 2:30:33 time: 0.3269 data_time: 0.0094 memory: 8793 grad_norm: 0.1092 loss: 0.0210 recall@thr=0.5: 0.6296 prec@thr=0.5: 0.8611 recall@top3: 0.8148 prec@top3: 0.7222 recall@top5: 0.9352 prec@top5: 0.5111 loss_action_cls: 0.0210 2022/12/04 12:18:17 - mmengine - INFO - Epoch(train) [4][3500/4451] lr: 8.8197e-02 eta: 2:30:26 time: 0.3266 data_time: 0.0093 memory: 8777 grad_norm: 0.1037 loss: 0.0208 recall@thr=0.5: 0.7136 prec@thr=0.5: 0.8272 recall@top3: 0.7790 prec@top3: 0.5926 recall@top5: 0.9444 prec@top5: 0.4519 loss_action_cls: 0.0208 2022/12/04 12:18:24 - mmengine - INFO - Epoch(train) [4][3520/4451] lr: 8.8140e-02 eta: 2:30:20 time: 0.3276 data_time: 0.0092 memory: 8780 grad_norm: 0.0983 loss: 0.0191 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.9286 recall@top3: 0.9286 prec@top3: 0.6429 recall@top5: 0.9643 prec@top5: 0.4143 loss_action_cls: 0.0191 2022/12/04 12:18:30 - mmengine - INFO - Epoch(train) [4][3540/4451] lr: 8.8083e-02 eta: 2:30:13 time: 0.3254 data_time: 0.0091 memory: 8790 grad_norm: 0.1009 loss: 0.0206 recall@thr=0.5: 0.7719 prec@thr=0.5: 0.8947 recall@top3: 0.8289 prec@top3: 0.6842 recall@top5: 0.9211 prec@top5: 0.4526 loss_action_cls: 0.0206 2022/12/04 12:18:37 - mmengine - INFO - Epoch(train) [4][3560/4451] lr: 8.8025e-02 eta: 2:30:07 time: 0.3276 data_time: 0.0096 memory: 8819 grad_norm: 0.1028 loss: 0.0213 recall@thr=0.5: 0.4921 prec@thr=0.5: 0.6032 recall@top3: 0.8016 prec@top3: 0.5556 recall@top5: 1.0000 prec@top5: 0.4286 loss_action_cls: 0.0213 2022/12/04 12:18:43 - mmengine - INFO - Epoch(train) [4][3580/4451] lr: 8.7968e-02 eta: 2:30:00 time: 0.3261 data_time: 0.0093 memory: 8839 grad_norm: 0.0985 loss: 0.0205 recall@thr=0.5: 0.4943 prec@thr=0.5: 0.6149 recall@top3: 0.7126 prec@top3: 0.5517 recall@top5: 0.7874 prec@top5: 0.3724 loss_action_cls: 0.0205 2022/12/04 12:18:50 - mmengine - INFO - Epoch(train) [4][3600/4451] lr: 8.7911e-02 eta: 2:29:54 time: 0.3281 data_time: 0.0112 memory: 8804 grad_norm: 0.0938 loss: 0.0180 recall@thr=0.5: 0.8077 prec@thr=0.5: 0.9615 recall@top3: 0.9487 prec@top3: 0.6667 recall@top5: 0.9487 prec@top5: 0.4000 loss_action_cls: 0.0180 2022/12/04 12:18:56 - mmengine - INFO - Epoch(train) [4][3620/4451] lr: 8.7853e-02 eta: 2:29:47 time: 0.3259 data_time: 0.0108 memory: 8770 grad_norm: 0.1038 loss: 0.0204 recall@thr=0.5: 0.3816 prec@thr=0.5: 0.4781 recall@top3: 0.6009 prec@top3: 0.5439 recall@top5: 0.8772 prec@top5: 0.4421 loss_action_cls: 0.0204 2022/12/04 12:19:03 - mmengine - INFO - Epoch(train) [4][3640/4451] lr: 8.7795e-02 eta: 2:29:41 time: 0.3259 data_time: 0.0094 memory: 8799 grad_norm: 0.1028 loss: 0.0216 recall@thr=0.5: 0.6569 prec@thr=0.5: 0.8235 recall@top3: 0.8529 prec@top3: 0.8235 recall@top5: 0.9118 prec@top5: 0.5412 loss_action_cls: 0.0216 2022/12/04 12:19:05 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 12:19:09 - mmengine - INFO - Epoch(train) [4][3660/4451] lr: 8.7738e-02 eta: 2:29:34 time: 0.3267 data_time: 0.0094 memory: 8806 grad_norm: 0.0990 loss: 0.0186 recall@thr=0.5: 0.7018 prec@thr=0.5: 0.7807 recall@top3: 0.7675 prec@top3: 0.6140 recall@top5: 0.9386 prec@top5: 0.4421 loss_action_cls: 0.0186 2022/12/04 12:19:16 - mmengine - INFO - Epoch(train) [4][3680/4451] lr: 8.7680e-02 eta: 2:29:28 time: 0.3252 data_time: 0.0103 memory: 8771 grad_norm: 0.1070 loss: 0.0174 recall@thr=0.5: 0.6522 prec@thr=0.5: 0.8623 recall@top3: 0.7609 prec@top3: 0.6667 recall@top5: 0.9275 prec@top5: 0.5043 loss_action_cls: 0.0174 2022/12/04 12:19:22 - mmengine - INFO - Epoch(train) [4][3700/4451] lr: 8.7622e-02 eta: 2:29:21 time: 0.3262 data_time: 0.0102 memory: 8774 grad_norm: 0.1041 loss: 0.0206 recall@thr=0.5: 0.7143 prec@thr=0.5: 0.7460 recall@top3: 0.7579 prec@top3: 0.5714 recall@top5: 0.9286 prec@top5: 0.4286 loss_action_cls: 0.0206 2022/12/04 12:19:29 - mmengine - INFO - Epoch(train) [4][3720/4451] lr: 8.7563e-02 eta: 2:29:15 time: 0.3264 data_time: 0.0101 memory: 8786 grad_norm: 0.1010 loss: 0.0193 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.8750 recall@top3: 0.8417 prec@top3: 0.6667 recall@top5: 0.9667 prec@top5: 0.4800 loss_action_cls: 0.0193 2022/12/04 12:19:35 - mmengine - INFO - Epoch(train) [4][3740/4451] lr: 8.7505e-02 eta: 2:29:08 time: 0.3264 data_time: 0.0103 memory: 8771 grad_norm: 0.1022 loss: 0.0200 recall@thr=0.5: 0.6515 prec@thr=0.5: 0.7348 recall@top3: 0.7500 prec@top3: 0.6061 recall@top5: 0.9394 prec@top5: 0.4727 loss_action_cls: 0.0200 2022/12/04 12:19:42 - mmengine - INFO - Epoch(train) [4][3760/4451] lr: 8.7447e-02 eta: 2:29:02 time: 0.3255 data_time: 0.0095 memory: 8770 grad_norm: 0.0965 loss: 0.0181 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.8750 recall@top3: 0.7917 prec@top3: 0.5833 recall@top5: 0.9583 prec@top5: 0.4400 loss_action_cls: 0.0181 2022/12/04 12:19:49 - mmengine - INFO - Epoch(train) [4][3780/4451] lr: 8.7388e-02 eta: 2:28:55 time: 0.3273 data_time: 0.0093 memory: 8770 grad_norm: 0.0964 loss: 0.0195 recall@thr=0.5: 0.3788 prec@thr=0.5: 0.5909 recall@top3: 0.7273 prec@top3: 0.5606 recall@top5: 0.9394 prec@top5: 0.4364 loss_action_cls: 0.0195 2022/12/04 12:19:55 - mmengine - INFO - Epoch(train) [4][3800/4451] lr: 8.7330e-02 eta: 2:28:48 time: 0.3266 data_time: 0.0094 memory: 8770 grad_norm: 0.1004 loss: 0.0208 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.9306 recall@top3: 0.9375 prec@top3: 0.4444 recall@top5: 1.0000 prec@top5: 0.2833 loss_action_cls: 0.0208 2022/12/04 12:20:02 - mmengine - INFO - Epoch(train) [4][3820/4451] lr: 8.7271e-02 eta: 2:28:42 time: 0.3269 data_time: 0.0093 memory: 8770 grad_norm: 0.1055 loss: 0.0202 recall@thr=0.5: 0.5467 prec@thr=0.5: 0.5400 recall@top3: 0.8267 prec@top3: 0.5333 recall@top5: 0.9600 prec@top5: 0.3920 loss_action_cls: 0.0202 2022/12/04 12:20:08 - mmengine - INFO - Epoch(train) [4][3840/4451] lr: 8.7212e-02 eta: 2:28:35 time: 0.3263 data_time: 0.0095 memory: 8770 grad_norm: 0.1025 loss: 0.0200 recall@thr=0.5: 0.6679 prec@thr=0.5: 0.8526 recall@top3: 0.7923 prec@top3: 0.7949 recall@top5: 0.9442 prec@top5: 0.5692 loss_action_cls: 0.0200 2022/12/04 12:20:15 - mmengine - INFO - Epoch(train) [4][3860/4451] lr: 8.7153e-02 eta: 2:28:29 time: 0.3256 data_time: 0.0097 memory: 8770 grad_norm: 0.1004 loss: 0.0202 recall@thr=0.5: 0.5292 prec@thr=0.5: 0.5917 recall@top3: 0.7292 prec@top3: 0.5500 recall@top5: 0.7875 prec@top5: 0.3600 loss_action_cls: 0.0202 2022/12/04 12:20:21 - mmengine - INFO - Epoch(train) [4][3880/4451] lr: 8.7094e-02 eta: 2:28:22 time: 0.3280 data_time: 0.0102 memory: 8813 grad_norm: 0.0990 loss: 0.0182 recall@thr=0.5: 0.8147 prec@thr=0.5: 0.7821 recall@top3: 0.8051 prec@top3: 0.6282 recall@top5: 0.9346 prec@top5: 0.4538 loss_action_cls: 0.0182 2022/12/04 12:20:28 - mmengine - INFO - Epoch(train) [4][3900/4451] lr: 8.7035e-02 eta: 2:28:16 time: 0.3259 data_time: 0.0108 memory: 8780 grad_norm: 0.0991 loss: 0.0197 recall@thr=0.5: 0.6377 prec@thr=0.5: 0.8623 recall@top3: 0.8623 prec@top3: 0.6087 recall@top5: 0.9891 prec@top5: 0.4261 loss_action_cls: 0.0197 2022/12/04 12:20:34 - mmengine - INFO - Epoch(train) [4][3920/4451] lr: 8.6975e-02 eta: 2:28:09 time: 0.3250 data_time: 0.0099 memory: 8771 grad_norm: 0.1062 loss: 0.0204 recall@thr=0.5: 0.4702 prec@thr=0.5: 0.4345 recall@top3: 0.5506 prec@top3: 0.3571 recall@top5: 0.8661 prec@top5: 0.3500 loss_action_cls: 0.0204 2022/12/04 12:20:41 - mmengine - INFO - Epoch(train) [4][3940/4451] lr: 8.6916e-02 eta: 2:28:03 time: 0.3256 data_time: 0.0112 memory: 8770 grad_norm: 0.1022 loss: 0.0206 recall@thr=0.5: 0.7150 prec@thr=0.5: 0.8750 recall@top3: 0.7342 prec@top3: 0.8167 recall@top5: 0.9750 prec@top5: 0.6600 loss_action_cls: 0.0206 2022/12/04 12:20:47 - mmengine - INFO - Epoch(train) [4][3960/4451] lr: 8.6856e-02 eta: 2:27:56 time: 0.3265 data_time: 0.0098 memory: 8770 grad_norm: 0.0987 loss: 0.0187 recall@thr=0.5: 0.6583 prec@thr=0.5: 0.9000 recall@top3: 0.7667 prec@top3: 0.5833 recall@top5: 0.9500 prec@top5: 0.4600 loss_action_cls: 0.0187 2022/12/04 12:20:54 - mmengine - INFO - Epoch(train) [4][3980/4451] lr: 8.6797e-02 eta: 2:27:50 time: 0.3279 data_time: 0.0099 memory: 8816 grad_norm: 0.0993 loss: 0.0213 recall@thr=0.5: 0.6360 prec@thr=0.5: 0.6447 recall@top3: 0.6316 prec@top3: 0.5789 recall@top5: 0.9211 prec@top5: 0.4947 loss_action_cls: 0.0213 2022/12/04 12:21:00 - mmengine - INFO - Epoch(train) [4][4000/4451] lr: 8.6737e-02 eta: 2:27:43 time: 0.3259 data_time: 0.0093 memory: 8790 grad_norm: 0.1008 loss: 0.0206 recall@thr=0.5: 0.5590 prec@thr=0.5: 0.8194 recall@top3: 0.7292 prec@top3: 0.6111 recall@top5: 0.8750 prec@top5: 0.4417 loss_action_cls: 0.0206 2022/12/04 12:21:07 - mmengine - INFO - Epoch(train) [4][4020/4451] lr: 8.6677e-02 eta: 2:27:37 time: 0.3276 data_time: 0.0096 memory: 8790 grad_norm: 0.1050 loss: 0.0197 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7033 recall@top3: 0.7367 prec@top3: 0.6000 recall@top5: 0.8600 prec@top5: 0.4240 loss_action_cls: 0.0197 2022/12/04 12:21:13 - mmengine - INFO - Epoch(train) [4][4040/4451] lr: 8.6617e-02 eta: 2:27:30 time: 0.3259 data_time: 0.0105 memory: 8780 grad_norm: 0.0985 loss: 0.0183 recall@thr=0.5: 0.7645 prec@thr=0.5: 0.7971 recall@top3: 0.8587 prec@top3: 0.5507 recall@top5: 0.9783 prec@top5: 0.3739 loss_action_cls: 0.0183 2022/12/04 12:21:20 - mmengine - INFO - Epoch(train) [4][4060/4451] lr: 8.6557e-02 eta: 2:27:24 time: 0.3287 data_time: 0.0098 memory: 8806 grad_norm: 0.1043 loss: 0.0205 recall@thr=0.5: 0.4298 prec@thr=0.5: 0.5351 recall@top3: 0.6053 prec@top3: 0.3333 recall@top5: 0.7807 prec@top5: 0.2737 loss_action_cls: 0.0205 2022/12/04 12:21:27 - mmengine - INFO - Epoch(train) [4][4080/4451] lr: 8.6496e-02 eta: 2:27:17 time: 0.3270 data_time: 0.0095 memory: 8793 grad_norm: 0.1002 loss: 0.0203 recall@thr=0.5: 0.6587 prec@thr=0.5: 0.7302 recall@top3: 0.8413 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4667 loss_action_cls: 0.0203 2022/12/04 12:21:33 - mmengine - INFO - Epoch(train) [4][4100/4451] lr: 8.6436e-02 eta: 2:27:11 time: 0.3264 data_time: 0.0096 memory: 8796 grad_norm: 0.0982 loss: 0.0205 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.5778 recall@top3: 0.7667 prec@top3: 0.5333 recall@top5: 0.9667 prec@top5: 0.4000 loss_action_cls: 0.0205 2022/12/04 12:21:40 - mmengine - INFO - Epoch(train) [4][4120/4451] lr: 8.6376e-02 eta: 2:27:04 time: 0.3272 data_time: 0.0092 memory: 8777 grad_norm: 0.1012 loss: 0.0202 recall@thr=0.5: 0.7433 prec@thr=0.5: 0.8250 recall@top3: 0.7683 prec@top3: 0.5500 recall@top5: 0.9167 prec@top5: 0.4400 loss_action_cls: 0.0202 2022/12/04 12:21:46 - mmengine - INFO - Epoch(train) [4][4140/4451] lr: 8.6315e-02 eta: 2:26:58 time: 0.3261 data_time: 0.0097 memory: 8780 grad_norm: 0.0996 loss: 0.0182 recall@thr=0.5: 0.6957 prec@thr=0.5: 0.7464 recall@top3: 0.8841 prec@top3: 0.4928 recall@top5: 0.9275 prec@top5: 0.3130 loss_action_cls: 0.0182 2022/12/04 12:21:53 - mmengine - INFO - Epoch(train) [4][4160/4451] lr: 8.6254e-02 eta: 2:26:51 time: 0.3281 data_time: 0.0098 memory: 8770 grad_norm: 0.0998 loss: 0.0201 recall@thr=0.5: 0.6789 prec@thr=0.5: 0.6944 recall@top3: 0.7356 prec@top3: 0.6667 recall@top5: 0.8833 prec@top5: 0.5200 loss_action_cls: 0.0201 2022/12/04 12:21:59 - mmengine - INFO - Epoch(train) [4][4180/4451] lr: 8.6194e-02 eta: 2:26:45 time: 0.3260 data_time: 0.0094 memory: 8783 grad_norm: 0.1009 loss: 0.0201 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8333 recall@top3: 0.8788 prec@top3: 0.6667 recall@top5: 0.9697 prec@top5: 0.4545 loss_action_cls: 0.0201 2022/12/04 12:22:06 - mmengine - INFO - Epoch(train) [4][4200/4451] lr: 8.6133e-02 eta: 2:26:38 time: 0.3266 data_time: 0.0096 memory: 8783 grad_norm: 0.1001 loss: 0.0194 recall@thr=0.5: 0.5688 prec@thr=0.5: 0.6667 recall@top3: 0.9312 prec@top3: 0.5217 recall@top5: 0.9855 prec@top5: 0.3391 loss_action_cls: 0.0194 2022/12/04 12:22:12 - mmengine - INFO - Epoch(train) [4][4220/4451] lr: 8.6072e-02 eta: 2:26:32 time: 0.3264 data_time: 0.0098 memory: 8796 grad_norm: 0.1027 loss: 0.0208 recall@thr=0.5: 0.5188 prec@thr=0.5: 0.6736 recall@top3: 0.7285 prec@top3: 0.5556 recall@top5: 0.8875 prec@top5: 0.4333 loss_action_cls: 0.0208 2022/12/04 12:22:19 - mmengine - INFO - Epoch(train) [4][4240/4451] lr: 8.6010e-02 eta: 2:26:25 time: 0.3260 data_time: 0.0093 memory: 8770 grad_norm: 0.1010 loss: 0.0184 recall@thr=0.5: 0.4398 prec@thr=0.5: 0.5278 recall@top3: 0.7222 prec@top3: 0.5556 recall@top5: 0.8426 prec@top5: 0.4111 loss_action_cls: 0.0184 2022/12/04 12:22:25 - mmengine - INFO - Epoch(train) [4][4260/4451] lr: 8.5949e-02 eta: 2:26:18 time: 0.3247 data_time: 0.0094 memory: 8780 grad_norm: 0.1022 loss: 0.0202 recall@thr=0.5: 0.7556 prec@thr=0.5: 0.8222 recall@top3: 0.8556 prec@top3: 0.7111 recall@top5: 0.9778 prec@top5: 0.4933 loss_action_cls: 0.0202 2022/12/04 12:22:32 - mmengine - INFO - Epoch(train) [4][4280/4451] lr: 8.5888e-02 eta: 2:26:12 time: 0.3259 data_time: 0.0095 memory: 8816 grad_norm: 0.1011 loss: 0.0187 recall@thr=0.5: 0.6974 prec@thr=0.5: 0.7061 recall@top3: 0.8114 prec@top3: 0.5789 recall@top5: 0.9298 prec@top5: 0.3895 loss_action_cls: 0.0187 2022/12/04 12:22:38 - mmengine - INFO - Epoch(train) [4][4300/4451] lr: 8.5826e-02 eta: 2:26:05 time: 0.3259 data_time: 0.0093 memory: 8771 grad_norm: 0.0975 loss: 0.0213 recall@thr=0.5: 0.6795 prec@thr=0.5: 0.6731 recall@top3: 0.8462 prec@top3: 0.5769 recall@top5: 1.0000 prec@top5: 0.4308 loss_action_cls: 0.0213 2022/12/04 12:22:45 - mmengine - INFO - Epoch(train) [4][4320/4451] lr: 8.5765e-02 eta: 2:25:59 time: 0.3257 data_time: 0.0102 memory: 8809 grad_norm: 0.0997 loss: 0.0210 recall@thr=0.5: 0.8289 prec@thr=0.5: 0.8860 recall@top3: 0.8202 prec@top3: 0.7193 recall@top5: 0.9123 prec@top5: 0.4947 loss_action_cls: 0.0210 2022/12/04 12:22:51 - mmengine - INFO - Epoch(train) [4][4340/4451] lr: 8.5703e-02 eta: 2:25:52 time: 0.3267 data_time: 0.0095 memory: 8770 grad_norm: 0.1042 loss: 0.0206 recall@thr=0.5: 0.5926 prec@thr=0.5: 0.7963 recall@top3: 0.8148 prec@top3: 0.4815 recall@top5: 0.8333 prec@top5: 0.3000 loss_action_cls: 0.0206 2022/12/04 12:22:58 - mmengine - INFO - Epoch(train) [4][4360/4451] lr: 8.5641e-02 eta: 2:25:46 time: 0.3256 data_time: 0.0115 memory: 8770 grad_norm: 0.1019 loss: 0.0181 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.8590 recall@top3: 0.9103 prec@top3: 0.7179 recall@top5: 0.9487 prec@top5: 0.4615 loss_action_cls: 0.0181 2022/12/04 12:23:04 - mmengine - INFO - Epoch(train) [4][4380/4451] lr: 8.5579e-02 eta: 2:25:39 time: 0.3255 data_time: 0.0112 memory: 8771 grad_norm: 0.1047 loss: 0.0196 recall@thr=0.5: 0.5732 prec@thr=0.5: 0.7174 recall@top3: 0.7145 prec@top3: 0.6812 recall@top5: 0.8884 prec@top5: 0.5130 loss_action_cls: 0.0196 2022/12/04 12:23:11 - mmengine - INFO - Epoch(train) [4][4400/4451] lr: 8.5517e-02 eta: 2:25:33 time: 0.3262 data_time: 0.0102 memory: 8771 grad_norm: 0.0976 loss: 0.0203 recall@thr=0.5: 0.6716 prec@thr=0.5: 0.8137 recall@top3: 0.8480 prec@top3: 0.6863 recall@top5: 0.9461 prec@top5: 0.4706 loss_action_cls: 0.0203 2022/12/04 12:23:17 - mmengine - INFO - Epoch(train) [4][4420/4451] lr: 8.5455e-02 eta: 2:25:26 time: 0.3258 data_time: 0.0092 memory: 8770 grad_norm: 0.1004 loss: 0.0199 recall@thr=0.5: 0.4295 prec@thr=0.5: 0.7051 recall@top3: 0.6603 prec@top3: 0.5641 recall@top5: 0.8526 prec@top5: 0.4615 loss_action_cls: 0.0199 2022/12/04 12:23:24 - mmengine - INFO - Epoch(train) [4][4440/4451] lr: 8.5393e-02 eta: 2:25:20 time: 0.3276 data_time: 0.0093 memory: 8790 grad_norm: 0.0978 loss: 0.0203 recall@thr=0.5: 0.6449 prec@thr=0.5: 0.7971 recall@top3: 0.7754 prec@top3: 0.7971 recall@top5: 0.8913 prec@top5: 0.5565 loss_action_cls: 0.0203 2022/12/04 12:23:28 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 12:23:28 - mmengine - INFO - Epoch(train) [4][4451/4451] lr: 8.5358e-02 eta: 2:25:16 time: 0.3225 data_time: 0.0096 memory: 8777 grad_norm: 0.0979 loss: 0.0193 recall@thr=0.5: 0.9167 prec@thr=0.5: 0.7963 recall@top3: 0.9167 prec@top3: 0.5741 recall@top5: 0.9306 prec@top5: 0.3556 loss_action_cls: 0.0193 2022/12/04 12:23:28 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/12/04 12:23:33 - mmengine - INFO - Epoch(val) [4][ 20/6282] eta: 0:04:34 time: 0.0438 data_time: 0.0071 memory: 922 2022/12/04 12:23:34 - mmengine - INFO - Epoch(val) [4][ 40/6282] eta: 0:04:16 time: 0.0383 data_time: 0.0037 memory: 922 2022/12/04 12:23:35 - mmengine - INFO - Epoch(val) [4][ 60/6282] eta: 0:04:08 time: 0.0377 data_time: 0.0044 memory: 922 2022/12/04 12:23:36 - mmengine - INFO - Epoch(val) 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data_time: 0.0059 memory: 993 2022/12/04 12:23:51 - mmengine - INFO - Epoch(val) [4][ 420/6282] eta: 0:04:24 time: 0.0462 data_time: 0.0076 memory: 938 2022/12/04 12:23:52 - mmengine - INFO - Epoch(val) [4][ 440/6282] eta: 0:04:22 time: 0.0440 data_time: 0.0059 memory: 938 2022/12/04 12:23:53 - mmengine - INFO - Epoch(val) [4][ 460/6282] eta: 0:04:21 time: 0.0428 data_time: 0.0046 memory: 938 2022/12/04 12:23:54 - mmengine - INFO - Epoch(val) [4][ 480/6282] eta: 0:04:20 time: 0.0437 data_time: 0.0052 memory: 938 2022/12/04 12:23:55 - mmengine - INFO - Epoch(val) [4][ 500/6282] eta: 0:04:18 time: 0.0427 data_time: 0.0047 memory: 938 2022/12/04 12:23:56 - mmengine - INFO - Epoch(val) [4][ 520/6282] eta: 0:04:18 time: 0.0459 data_time: 0.0050 memory: 934 2022/12/04 12:23:57 - mmengine - INFO - Epoch(val) [4][ 540/6282] eta: 0:04:16 time: 0.0415 data_time: 0.0053 memory: 934 2022/12/04 12:23:58 - mmengine - INFO - Epoch(val) [4][ 560/6282] eta: 0:04:15 time: 0.0435 data_time: 0.0047 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12:24:07 - mmengine - INFO - Epoch(val) [4][ 740/6282] eta: 0:04:14 time: 0.0486 data_time: 0.0052 memory: 993 2022/12/04 12:24:08 - mmengine - INFO - Epoch(val) [4][ 760/6282] eta: 0:04:14 time: 0.0507 data_time: 0.0061 memory: 993 2022/12/04 12:24:09 - mmengine - INFO - Epoch(val) [4][ 780/6282] eta: 0:04:13 time: 0.0485 data_time: 0.0050 memory: 993 2022/12/04 12:24:10 - mmengine - INFO - Epoch(val) [4][ 800/6282] eta: 0:04:13 time: 0.0497 data_time: 0.0039 memory: 993 2022/12/04 12:24:11 - mmengine - INFO - Epoch(val) [4][ 820/6282] eta: 0:04:12 time: 0.0503 data_time: 0.0064 memory: 993 2022/12/04 12:24:11 - mmengine - INFO - Epoch(val) [4][ 840/6282] eta: 0:04:12 time: 0.0468 data_time: 0.0046 memory: 934 2022/12/04 12:24:12 - mmengine - INFO - Epoch(val) [4][ 860/6282] eta: 0:04:10 time: 0.0423 data_time: 0.0052 memory: 934 2022/12/04 12:24:13 - mmengine - INFO - Epoch(val) [4][ 880/6282] eta: 0:04:09 time: 0.0455 data_time: 0.0038 memory: 934 2022/12/04 12:24:14 - mmengine - 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0:03:53 time: 0.0551 data_time: 0.0098 memory: 934 2022/12/04 12:24:30 - mmengine - INFO - Epoch(val) [4][1240/6282] eta: 0:03:53 time: 0.0588 data_time: 0.0064 memory: 993 2022/12/04 12:24:31 - mmengine - INFO - Epoch(val) [4][1260/6282] eta: 0:03:54 time: 0.0606 data_time: 0.0082 memory: 993 2022/12/04 12:24:33 - mmengine - INFO - Epoch(val) [4][1280/6282] eta: 0:03:54 time: 0.0594 data_time: 0.0071 memory: 993 2022/12/04 12:24:34 - mmengine - INFO - Epoch(val) [4][1300/6282] eta: 0:03:54 time: 0.0592 data_time: 0.0058 memory: 993 2022/12/04 12:24:35 - mmengine - INFO - Epoch(val) [4][1320/6282] eta: 0:03:53 time: 0.0499 data_time: 0.0051 memory: 993 2022/12/04 12:24:36 - mmengine - INFO - Epoch(val) [4][1340/6282] eta: 0:03:52 time: 0.0479 data_time: 0.0066 memory: 993 2022/12/04 12:24:37 - mmengine - INFO - Epoch(val) [4][1360/6282] eta: 0:03:51 time: 0.0474 data_time: 0.0065 memory: 993 2022/12/04 12:24:38 - mmengine - INFO - Epoch(val) [4][1380/6282] eta: 0:03:50 time: 0.0448 data_time: 0.0040 memory: 993 2022/12/04 12:24:39 - mmengine - INFO - Epoch(val) [4][1400/6282] eta: 0:03:49 time: 0.0489 data_time: 0.0065 memory: 993 2022/12/04 12:24:39 - mmengine - INFO - Epoch(val) [4][1420/6282] eta: 0:03:48 time: 0.0442 data_time: 0.0040 memory: 993 2022/12/04 12:24:40 - mmengine - INFO - Epoch(val) [4][1440/6282] eta: 0:03:47 time: 0.0418 data_time: 0.0023 memory: 993 2022/12/04 12:24:41 - mmengine - INFO - Epoch(val) [4][1460/6282] eta: 0:03:46 time: 0.0429 data_time: 0.0030 memory: 993 2022/12/04 12:24:42 - mmengine - INFO - Epoch(val) [4][1480/6282] eta: 0:03:44 time: 0.0435 data_time: 0.0030 memory: 993 2022/12/04 12:24:43 - mmengine - INFO - Epoch(val) [4][1500/6282] eta: 0:03:43 time: 0.0448 data_time: 0.0029 memory: 993 2022/12/04 12:24:44 - mmengine - INFO - Epoch(val) [4][1520/6282] eta: 0:03:42 time: 0.0422 data_time: 0.0044 memory: 1080 2022/12/04 12:24:45 - mmengine - INFO - Epoch(val) [4][1540/6282] eta: 0:03:41 time: 0.0461 data_time: 0.0036 memory: 1080 2022/12/04 12:24:46 - mmengine - INFO - Epoch(val) [4][1560/6282] eta: 0:03:41 time: 0.0520 data_time: 0.0030 memory: 1080 2022/12/04 12:24:47 - mmengine - INFO - Epoch(val) [4][1580/6282] eta: 0:03:40 time: 0.0503 data_time: 0.0047 memory: 1080 2022/12/04 12:24:48 - mmengine - INFO - Epoch(val) [4][1600/6282] eta: 0:03:39 time: 0.0504 data_time: 0.0035 memory: 1080 2022/12/04 12:24:49 - mmengine - INFO - Epoch(val) [4][1620/6282] eta: 0:03:38 time: 0.0494 data_time: 0.0032 memory: 1080 2022/12/04 12:24:50 - mmengine - INFO - Epoch(val) [4][1640/6282] eta: 0:03:37 time: 0.0439 data_time: 0.0042 memory: 993 2022/12/04 12:24:50 - mmengine - INFO - Epoch(val) [4][1660/6282] eta: 0:03:36 time: 0.0447 data_time: 0.0054 memory: 993 2022/12/04 12:24:51 - mmengine - INFO - Epoch(val) [4][1680/6282] eta: 0:03:35 time: 0.0443 data_time: 0.0043 memory: 993 2022/12/04 12:24:52 - mmengine - INFO - Epoch(val) [4][1700/6282] eta: 0:03:34 time: 0.0434 data_time: 0.0041 memory: 993 2022/12/04 12:24:53 - mmengine - INFO - Epoch(val) [4][1720/6282] eta: 0:03:33 time: 0.0478 data_time: 0.0052 memory: 993 2022/12/04 12:24:54 - mmengine - INFO - Epoch(val) [4][1740/6282] eta: 0:03:32 time: 0.0522 data_time: 0.0042 memory: 993 2022/12/04 12:24:55 - mmengine - INFO - Epoch(val) [4][1760/6282] eta: 0:03:32 time: 0.0522 data_time: 0.0061 memory: 993 2022/12/04 12:24:56 - mmengine - INFO - Epoch(val) [4][1780/6282] eta: 0:03:31 time: 0.0576 data_time: 0.0077 memory: 993 2022/12/04 12:24:58 - mmengine - INFO - Epoch(val) [4][1800/6282] eta: 0:03:31 time: 0.0571 data_time: 0.0065 memory: 993 2022/12/04 12:24:59 - mmengine - INFO - Epoch(val) [4][1820/6282] eta: 0:03:30 time: 0.0547 data_time: 0.0090 memory: 993 2022/12/04 12:25:00 - mmengine - INFO - Epoch(val) [4][1840/6282] eta: 0:03:29 time: 0.0487 data_time: 0.0058 memory: 993 2022/12/04 12:25:01 - mmengine - INFO - Epoch(val) [4][1860/6282] eta: 0:03:29 time: 0.0501 data_time: 0.0054 memory: 993 2022/12/04 12:25:02 - mmengine - INFO - Epoch(val) [4][1880/6282] eta: 0:03:28 time: 0.0510 data_time: 0.0045 memory: 993 2022/12/04 12:25:03 - mmengine - INFO - Epoch(val) [4][1900/6282] eta: 0:03:27 time: 0.0502 data_time: 0.0050 memory: 993 2022/12/04 12:25:04 - mmengine - INFO - Epoch(val) [4][1920/6282] eta: 0:03:26 time: 0.0492 data_time: 0.0044 memory: 993 2022/12/04 12:25:05 - mmengine - INFO - Epoch(val) [4][1940/6282] eta: 0:03:25 time: 0.0476 data_time: 0.0055 memory: 993 2022/12/04 12:25:06 - mmengine - INFO - Epoch(val) [4][1960/6282] eta: 0:03:24 time: 0.0445 data_time: 0.0070 memory: 938 2022/12/04 12:25:06 - mmengine - INFO - Epoch(val) [4][1980/6282] eta: 0:03:23 time: 0.0434 data_time: 0.0049 memory: 938 2022/12/04 12:25:07 - mmengine - INFO - Epoch(val) [4][2000/6282] eta: 0:03:22 time: 0.0414 data_time: 0.0044 memory: 938 2022/12/04 12:25:08 - mmengine - INFO - Epoch(val) [4][2020/6282] eta: 0:03:21 time: 0.0444 data_time: 0.0054 memory: 938 2022/12/04 12:25:09 - mmengine - INFO - Epoch(val) [4][2040/6282] eta: 0:03:20 time: 0.0432 data_time: 0.0061 memory: 938 2022/12/04 12:25:10 - mmengine - INFO - Epoch(val) [4][2060/6282] eta: 0:03:19 time: 0.0440 data_time: 0.0052 memory: 938 2022/12/04 12:25:11 - mmengine - INFO - Epoch(val) [4][2080/6282] eta: 0:03:17 time: 0.0437 data_time: 0.0073 memory: 938 2022/12/04 12:25:12 - mmengine - INFO - Epoch(val) [4][2100/6282] eta: 0:03:16 time: 0.0434 data_time: 0.0045 memory: 938 2022/12/04 12:25:13 - mmengine - INFO - Epoch(val) [4][2120/6282] eta: 0:03:15 time: 0.0436 data_time: 0.0051 memory: 938 2022/12/04 12:25:13 - mmengine - INFO - Epoch(val) [4][2140/6282] eta: 0:03:14 time: 0.0424 data_time: 0.0041 memory: 938 2022/12/04 12:25:14 - mmengine - INFO - Epoch(val) [4][2160/6282] eta: 0:03:13 time: 0.0467 data_time: 0.0057 memory: 934 2022/12/04 12:25:15 - mmengine - INFO - Epoch(val) [4][2180/6282] eta: 0:03:12 time: 0.0447 data_time: 0.0054 memory: 934 2022/12/04 12:25:16 - mmengine - INFO - Epoch(val) [4][2200/6282] eta: 0:03:11 time: 0.0427 data_time: 0.0061 memory: 934 2022/12/04 12:25:17 - mmengine - INFO - Epoch(val) [4][2220/6282] eta: 0:03:10 time: 0.0408 data_time: 0.0030 memory: 934 2022/12/04 12:25:18 - mmengine - INFO - Epoch(val) [4][2240/6282] eta: 0:03:09 time: 0.0430 data_time: 0.0046 memory: 934 2022/12/04 12:25:19 - mmengine - INFO - Epoch(val) [4][2260/6282] eta: 0:03:08 time: 0.0451 data_time: 0.0046 memory: 938 2022/12/04 12:25:20 - mmengine - INFO - Epoch(val) [4][2280/6282] eta: 0:03:07 time: 0.0461 data_time: 0.0051 memory: 938 2022/12/04 12:25:21 - mmengine - INFO - Epoch(val) [4][2300/6282] eta: 0:03:06 time: 0.0502 data_time: 0.0060 memory: 938 2022/12/04 12:25:22 - mmengine - INFO - Epoch(val) [4][2320/6282] eta: 0:03:05 time: 0.0446 data_time: 0.0046 memory: 938 2022/12/04 12:25:22 - mmengine - INFO - Epoch(val) [4][2340/6282] eta: 0:03:04 time: 0.0435 data_time: 0.0040 memory: 938 2022/12/04 12:25:23 - mmengine - INFO - Epoch(val) [4][2360/6282] eta: 0:03:03 time: 0.0412 data_time: 0.0030 memory: 934 2022/12/04 12:25:24 - mmengine - INFO - Epoch(val) [4][2380/6282] eta: 0:03:02 time: 0.0428 data_time: 0.0064 memory: 934 2022/12/04 12:25:25 - mmengine - INFO - Epoch(val) [4][2400/6282] eta: 0:03:01 time: 0.0458 data_time: 0.0084 memory: 934 2022/12/04 12:25:26 - mmengine - INFO - Epoch(val) [4][2420/6282] eta: 0:03:00 time: 0.0445 data_time: 0.0062 memory: 934 2022/12/04 12:25:27 - mmengine - INFO - Epoch(val) [4][2440/6282] eta: 0:02:59 time: 0.0484 data_time: 0.0062 memory: 934 2022/12/04 12:25:28 - mmengine - INFO - Epoch(val) [4][2460/6282] eta: 0:02:58 time: 0.0572 data_time: 0.0053 memory: 993 2022/12/04 12:25:29 - mmengine - INFO - Epoch(val) [4][2480/6282] eta: 0:02:58 time: 0.0557 data_time: 0.0079 memory: 993 2022/12/04 12:25:30 - mmengine - INFO - Epoch(val) [4][2500/6282] eta: 0:02:57 time: 0.0558 data_time: 0.0063 memory: 993 2022/12/04 12:25:31 - mmengine - INFO - Epoch(val) [4][2520/6282] eta: 0:02:56 time: 0.0561 data_time: 0.0061 memory: 993 2022/12/04 12:25:32 - mmengine - INFO - Epoch(val) [4][2540/6282] eta: 0:02:56 time: 0.0531 data_time: 0.0071 memory: 993 2022/12/04 12:25:33 - mmengine - INFO - Epoch(val) [4][2560/6282] eta: 0:02:55 time: 0.0504 data_time: 0.0044 memory: 993 2022/12/04 12:25:34 - mmengine - INFO - Epoch(val) [4][2580/6282] eta: 0:02:54 time: 0.0462 data_time: 0.0034 memory: 993 2022/12/04 12:25:35 - mmengine - INFO - Epoch(val) [4][2600/6282] eta: 0:02:53 time: 0.0431 data_time: 0.0042 memory: 993 2022/12/04 12:25:36 - mmengine - INFO - Epoch(val) [4][2620/6282] eta: 0:02:52 time: 0.0465 data_time: 0.0046 memory: 993 2022/12/04 12:25:37 - mmengine - INFO - Epoch(val) [4][2640/6282] eta: 0:02:51 time: 0.0467 data_time: 0.0055 memory: 993 2022/12/04 12:25:38 - mmengine - INFO - Epoch(val) [4][2660/6282] eta: 0:02:50 time: 0.0508 data_time: 0.0028 memory: 1071 2022/12/04 12:25:39 - mmengine - INFO - Epoch(val) [4][2680/6282] eta: 0:02:49 time: 0.0517 data_time: 0.0047 memory: 1071 2022/12/04 12:25:40 - mmengine - INFO - Epoch(val) [4][2700/6282] eta: 0:02:48 time: 0.0536 data_time: 0.0049 memory: 1071 2022/12/04 12:25:41 - mmengine - INFO - Epoch(val) [4][2720/6282] eta: 0:02:48 time: 0.0558 data_time: 0.0056 memory: 1071 2022/12/04 12:25:42 - mmengine - INFO - Epoch(val) [4][2740/6282] eta: 0:02:47 time: 0.0517 data_time: 0.0049 memory: 1071 2022/12/04 12:25:43 - mmengine - INFO - Epoch(val) [4][2760/6282] eta: 0:02:46 time: 0.0433 data_time: 0.0041 memory: 938 2022/12/04 12:25:44 - mmengine - INFO - Epoch(val) [4][2780/6282] eta: 0:02:45 time: 0.0419 data_time: 0.0073 memory: 938 2022/12/04 12:25:45 - mmengine - INFO - Epoch(val) [4][2800/6282] eta: 0:02:44 time: 0.0405 data_time: 0.0044 memory: 938 2022/12/04 12:25:46 - mmengine - INFO - Epoch(val) [4][2820/6282] eta: 0:02:43 time: 0.0424 data_time: 0.0034 memory: 938 2022/12/04 12:25:47 - mmengine - INFO - Epoch(val) [4][2840/6282] eta: 0:02:41 time: 0.0407 data_time: 0.0042 memory: 938 2022/12/04 12:25:48 - mmengine - INFO - Epoch(val) [4][2860/6282] eta: 0:02:40 time: 0.0439 data_time: 0.0050 memory: 993 2022/12/04 12:25:48 - mmengine - INFO - Epoch(val) [4][2880/6282] eta: 0:02:40 time: 0.0469 data_time: 0.0040 memory: 993 2022/12/04 12:25:49 - mmengine - INFO - Epoch(val) [4][2900/6282] eta: 0:02:39 time: 0.0464 data_time: 0.0059 memory: 993 2022/12/04 12:25:50 - mmengine - INFO - Epoch(val) [4][2920/6282] eta: 0:02:37 time: 0.0402 data_time: 0.0034 memory: 993 2022/12/04 12:25:51 - mmengine - INFO - Epoch(val) [4][2940/6282] eta: 0:02:36 time: 0.0395 data_time: 0.0037 memory: 962 2022/12/04 12:25:52 - mmengine - INFO - Epoch(val) [4][2960/6282] eta: 0:02:35 time: 0.0417 data_time: 0.0054 memory: 962 2022/12/04 12:25:53 - mmengine - INFO - Epoch(val) [4][2980/6282] eta: 0:02:34 time: 0.0405 data_time: 0.0036 memory: 962 2022/12/04 12:25:54 - mmengine - INFO - Epoch(val) [4][3000/6282] eta: 0:02:33 time: 0.0415 data_time: 0.0044 memory: 962 2022/12/04 12:25:54 - mmengine - INFO - Epoch(val) [4][3020/6282] eta: 0:02:32 time: 0.0478 data_time: 0.0053 memory: 993 2022/12/04 12:25:55 - mmengine - INFO - Epoch(val) [4][3040/6282] eta: 0:02:31 time: 0.0490 data_time: 0.0040 memory: 993 2022/12/04 12:25:56 - mmengine - INFO - Epoch(val) [4][3060/6282] eta: 0:02:30 time: 0.0483 data_time: 0.0047 memory: 993 2022/12/04 12:25:57 - mmengine - INFO - Epoch(val) [4][3080/6282] eta: 0:02:30 time: 0.0467 data_time: 0.0049 memory: 993 2022/12/04 12:25:58 - mmengine - INFO - Epoch(val) [4][3100/6282] eta: 0:02:29 time: 0.0474 data_time: 0.0042 memory: 993 2022/12/04 12:25:59 - mmengine - INFO - Epoch(val) [4][3120/6282] eta: 0:02:28 time: 0.0413 data_time: 0.0053 memory: 938 2022/12/04 12:26:00 - mmengine - INFO - Epoch(val) [4][3140/6282] eta: 0:02:26 time: 0.0408 data_time: 0.0058 memory: 938 2022/12/04 12:26:01 - mmengine - INFO - Epoch(val) [4][3160/6282] eta: 0:02:26 time: 0.0448 data_time: 0.0046 memory: 938 2022/12/04 12:26:02 - mmengine - INFO - Epoch(val) [4][3180/6282] eta: 0:02:24 time: 0.0404 data_time: 0.0052 memory: 938 2022/12/04 12:26:03 - mmengine - INFO - Epoch(val) [4][3200/6282] eta: 0:02:23 time: 0.0421 data_time: 0.0038 memory: 993 2022/12/04 12:26:03 - mmengine - INFO - Epoch(val) [4][3220/6282] eta: 0:02:22 time: 0.0448 data_time: 0.0045 memory: 993 2022/12/04 12:26:04 - mmengine - INFO - Epoch(val) [4][3240/6282] eta: 0:02:21 time: 0.0447 data_time: 0.0044 memory: 993 2022/12/04 12:26:05 - mmengine - INFO - Epoch(val) [4][3260/6282] eta: 0:02:21 time: 0.0474 data_time: 0.0045 memory: 993 2022/12/04 12:26:06 - mmengine - INFO - Epoch(val) [4][3280/6282] eta: 0:02:20 time: 0.0461 data_time: 0.0038 memory: 993 2022/12/04 12:26:07 - mmengine - INFO - Epoch(val) [4][3300/6282] eta: 0:02:19 time: 0.0462 data_time: 0.0052 memory: 993 2022/12/04 12:26:08 - mmengine - INFO - Epoch(val) [4][3320/6282] eta: 0:02:18 time: 0.0464 data_time: 0.0048 memory: 993 2022/12/04 12:26:09 - mmengine - INFO - Epoch(val) [4][3340/6282] eta: 0:02:17 time: 0.0499 data_time: 0.0063 memory: 993 2022/12/04 12:26:10 - mmengine - INFO - Epoch(val) [4][3360/6282] eta: 0:02:16 time: 0.0475 data_time: 0.0050 memory: 993 2022/12/04 12:26:11 - mmengine - INFO - Epoch(val) [4][3380/6282] eta: 0:02:15 time: 0.0478 data_time: 0.0040 memory: 993 2022/12/04 12:26:12 - mmengine - INFO - Epoch(val) [4][3400/6282] eta: 0:02:14 time: 0.0455 data_time: 0.0055 memory: 934 2022/12/04 12:26:13 - mmengine - INFO - Epoch(val) [4][3420/6282] eta: 0:02:13 time: 0.0412 data_time: 0.0051 memory: 934 2022/12/04 12:26:14 - mmengine - INFO - Epoch(val) [4][3440/6282] eta: 0:02:12 time: 0.0429 data_time: 0.0053 memory: 934 2022/12/04 12:26:14 - mmengine - INFO - Epoch(val) [4][3460/6282] eta: 0:02:11 time: 0.0430 data_time: 0.0062 memory: 934 2022/12/04 12:26:15 - mmengine - INFO - Epoch(val) [4][3480/6282] eta: 0:02:10 time: 0.0403 data_time: 0.0032 memory: 934 2022/12/04 12:26:16 - mmengine - INFO - Epoch(val) [4][3500/6282] eta: 0:02:09 time: 0.0417 data_time: 0.0040 memory: 934 2022/12/04 12:26:17 - mmengine - INFO - Epoch(val) [4][3520/6282] eta: 0:02:08 time: 0.0401 data_time: 0.0044 memory: 934 2022/12/04 12:26:18 - mmengine - INFO - Epoch(val) [4][3540/6282] eta: 0:02:07 time: 0.0431 data_time: 0.0053 memory: 934 2022/12/04 12:26:19 - mmengine - INFO - Epoch(val) [4][3560/6282] eta: 0:02:06 time: 0.0440 data_time: 0.0058 memory: 934 2022/12/04 12:26:20 - mmengine - INFO - Epoch(val) [4][3580/6282] eta: 0:02:05 time: 0.0444 data_time: 0.0051 memory: 976 2022/12/04 12:26:21 - mmengine - INFO - Epoch(val) [4][3600/6282] eta: 0:02:04 time: 0.0500 data_time: 0.0060 memory: 976 2022/12/04 12:26:21 - mmengine - INFO - Epoch(val) [4][3620/6282] eta: 0:02:03 time: 0.0452 data_time: 0.0048 memory: 976 2022/12/04 12:26:22 - mmengine - INFO - Epoch(val) [4][3640/6282] eta: 0:02:02 time: 0.0466 data_time: 0.0054 memory: 976 2022/12/04 12:26:23 - mmengine - INFO - Epoch(val) [4][3660/6282] eta: 0:02:01 time: 0.0439 data_time: 0.0049 memory: 976 2022/12/04 12:26:24 - mmengine - INFO - Epoch(val) [4][3680/6282] eta: 0:02:00 time: 0.0475 data_time: 0.0047 memory: 993 2022/12/04 12:26:25 - mmengine - INFO - Epoch(val) [4][3700/6282] eta: 0:02:00 time: 0.0475 data_time: 0.0045 memory: 993 2022/12/04 12:26:26 - mmengine - INFO - Epoch(val) [4][3720/6282] eta: 0:01:59 time: 0.0467 data_time: 0.0045 memory: 993 2022/12/04 12:26:27 - mmengine - INFO - Epoch(val) [4][3740/6282] eta: 0:01:58 time: 0.0459 data_time: 0.0043 memory: 993 2022/12/04 12:26:28 - mmengine - INFO - Epoch(val) [4][3760/6282] eta: 0:01:57 time: 0.0501 data_time: 0.0052 memory: 993 2022/12/04 12:26:29 - mmengine - INFO - Epoch(val) [4][3780/6282] eta: 0:01:56 time: 0.0476 data_time: 0.0045 memory: 993 2022/12/04 12:26:30 - mmengine - INFO - Epoch(val) [4][3800/6282] eta: 0:01:55 time: 0.0479 data_time: 0.0050 memory: 993 2022/12/04 12:26:31 - mmengine - INFO - Epoch(val) [4][3820/6282] eta: 0:01:54 time: 0.0498 data_time: 0.0058 memory: 993 2022/12/04 12:26:32 - mmengine - INFO - Epoch(val) [4][3840/6282] eta: 0:01:53 time: 0.0484 data_time: 0.0051 memory: 993 2022/12/04 12:26:33 - mmengine - INFO - Epoch(val) [4][3860/6282] eta: 0:01:52 time: 0.0467 data_time: 0.0042 memory: 993 2022/12/04 12:26:34 - mmengine - INFO - Epoch(val) [4][3880/6282] eta: 0:01:51 time: 0.0456 data_time: 0.0054 memory: 993 2022/12/04 12:26:35 - mmengine - INFO - Epoch(val) [4][3900/6282] eta: 0:01:50 time: 0.0465 data_time: 0.0051 memory: 993 2022/12/04 12:26:36 - mmengine - INFO - Epoch(val) [4][3920/6282] eta: 0:01:49 time: 0.0463 data_time: 0.0037 memory: 993 2022/12/04 12:26:37 - mmengine - INFO - Epoch(val) [4][3940/6282] eta: 0:01:48 time: 0.0451 data_time: 0.0034 memory: 993 2022/12/04 12:26:37 - mmengine - INFO - Epoch(val) [4][3960/6282] eta: 0:01:47 time: 0.0422 data_time: 0.0037 memory: 993 2022/12/04 12:26:38 - mmengine - INFO - Epoch(val) [4][3980/6282] eta: 0:01:47 time: 0.0425 data_time: 0.0039 memory: 993 2022/12/04 12:26:39 - mmengine - INFO - Epoch(val) [4][4000/6282] eta: 0:01:46 time: 0.0404 data_time: 0.0026 memory: 993 2022/12/04 12:26:40 - mmengine - INFO - Epoch(val) [4][4020/6282] eta: 0:01:45 time: 0.0410 data_time: 0.0032 memory: 993 2022/12/04 12:26:41 - mmengine - INFO - Epoch(val) [4][4040/6282] eta: 0:01:44 time: 0.0428 data_time: 0.0042 memory: 1071 2022/12/04 12:26:42 - mmengine - INFO - Epoch(val) [4][4060/6282] eta: 0:01:43 time: 0.0510 data_time: 0.0045 memory: 1071 2022/12/04 12:26:43 - mmengine - INFO - Epoch(val) [4][4080/6282] eta: 0:01:42 time: 0.0545 data_time: 0.0043 memory: 1071 2022/12/04 12:26:44 - mmengine - INFO - Epoch(val) [4][4100/6282] eta: 0:01:41 time: 0.0512 data_time: 0.0047 memory: 1071 2022/12/04 12:26:45 - mmengine - INFO - Epoch(val) [4][4120/6282] eta: 0:01:40 time: 0.0540 data_time: 0.0055 memory: 1071 2022/12/04 12:26:46 - mmengine - INFO - Epoch(val) [4][4140/6282] eta: 0:01:39 time: 0.0503 data_time: 0.0047 memory: 1071 2022/12/04 12:26:47 - mmengine - INFO - Epoch(val) [4][4160/6282] eta: 0:01:38 time: 0.0450 data_time: 0.0064 memory: 934 2022/12/04 12:26:48 - mmengine - INFO - Epoch(val) [4][4180/6282] eta: 0:01:37 time: 0.0451 data_time: 0.0061 memory: 934 2022/12/04 12:26:49 - mmengine - INFO - Epoch(val) [4][4200/6282] eta: 0:01:36 time: 0.0452 data_time: 0.0055 memory: 934 2022/12/04 12:26:50 - mmengine - INFO - Epoch(val) [4][4220/6282] eta: 0:01:35 time: 0.0432 data_time: 0.0057 memory: 934 2022/12/04 12:26:50 - mmengine - INFO - Epoch(val) [4][4240/6282] eta: 0:01:34 time: 0.0396 data_time: 0.0045 memory: 934 2022/12/04 12:26:51 - mmengine - INFO - Epoch(val) [4][4260/6282] eta: 0:01:33 time: 0.0397 data_time: 0.0040 memory: 933 2022/12/04 12:26:52 - mmengine - INFO - Epoch(val) [4][4280/6282] eta: 0:01:32 time: 0.0397 data_time: 0.0038 memory: 933 2022/12/04 12:26:53 - mmengine - INFO - Epoch(val) [4][4300/6282] eta: 0:01:31 time: 0.0399 data_time: 0.0036 memory: 933 2022/12/04 12:26:54 - mmengine - INFO - Epoch(val) [4][4320/6282] eta: 0:01:30 time: 0.0385 data_time: 0.0045 memory: 933 2022/12/04 12:26:54 - mmengine - INFO - Epoch(val) [4][4340/6282] eta: 0:01:29 time: 0.0405 data_time: 0.0042 memory: 933 2022/12/04 12:26:55 - mmengine - INFO - Epoch(val) [4][4360/6282] eta: 0:01:29 time: 0.0459 data_time: 0.0048 memory: 993 2022/12/04 12:26:56 - mmengine - INFO - Epoch(val) [4][4380/6282] eta: 0:01:28 time: 0.0458 data_time: 0.0049 memory: 993 2022/12/04 12:26:57 - mmengine - INFO - Epoch(val) [4][4400/6282] eta: 0:01:27 time: 0.0449 data_time: 0.0038 memory: 993 2022/12/04 12:26:58 - mmengine - INFO - Epoch(val) [4][4420/6282] eta: 0:01:26 time: 0.0491 data_time: 0.0050 memory: 993 2022/12/04 12:26:59 - mmengine - INFO - Epoch(val) [4][4440/6282] eta: 0:01:25 time: 0.0477 data_time: 0.0043 memory: 1000 2022/12/04 12:27:00 - mmengine - INFO - Epoch(val) [4][4460/6282] eta: 0:01:24 time: 0.0489 data_time: 0.0050 memory: 1000 2022/12/04 12:27:01 - mmengine - INFO - Epoch(val) 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0:01:15 time: 0.0462 data_time: 0.0045 memory: 1000 2022/12/04 12:27:09 - mmengine - INFO - Epoch(val) [4][4660/6282] eta: 0:01:14 time: 0.0465 data_time: 0.0043 memory: 1000 2022/12/04 12:27:10 - mmengine - INFO - Epoch(val) [4][4680/6282] eta: 0:01:14 time: 0.0489 data_time: 0.0051 memory: 1000 2022/12/04 12:27:11 - mmengine - INFO - Epoch(val) [4][4700/6282] eta: 0:01:13 time: 0.0460 data_time: 0.0049 memory: 1000 2022/12/04 12:27:12 - mmengine - INFO - Epoch(val) [4][4720/6282] eta: 0:01:12 time: 0.0476 data_time: 0.0056 memory: 1000 2022/12/04 12:27:13 - mmengine - INFO - Epoch(val) [4][4740/6282] eta: 0:01:11 time: 0.0435 data_time: 0.0041 memory: 959 2022/12/04 12:27:13 - mmengine - INFO - Epoch(val) [4][4760/6282] eta: 0:01:10 time: 0.0420 data_time: 0.0046 memory: 959 2022/12/04 12:27:14 - mmengine - INFO - Epoch(val) [4][4780/6282] eta: 0:01:09 time: 0.0409 data_time: 0.0052 memory: 959 2022/12/04 12:27:15 - mmengine - INFO - Epoch(val) [4][4800/6282] eta: 0:01:08 time: 0.0417 data_time: 0.0041 memory: 959 2022/12/04 12:27:16 - mmengine - INFO - Epoch(val) [4][4820/6282] eta: 0:01:07 time: 0.0445 data_time: 0.0050 memory: 993 2022/12/04 12:27:17 - mmengine - INFO - Epoch(val) [4][4840/6282] eta: 0:01:06 time: 0.0471 data_time: 0.0045 memory: 993 2022/12/04 12:27:18 - mmengine - INFO - Epoch(val) [4][4860/6282] eta: 0:01:05 time: 0.0436 data_time: 0.0031 memory: 993 2022/12/04 12:27:19 - mmengine - INFO - Epoch(val) [4][4880/6282] eta: 0:01:04 time: 0.0446 data_time: 0.0046 memory: 993 2022/12/04 12:27:20 - mmengine - INFO - Epoch(val) [4][4900/6282] eta: 0:01:03 time: 0.0464 data_time: 0.0045 memory: 993 2022/12/04 12:27:21 - mmengine - INFO - Epoch(val) [4][4920/6282] eta: 0:01:02 time: 0.0464 data_time: 0.0050 memory: 996 2022/12/04 12:27:21 - mmengine - INFO - Epoch(val) [4][4940/6282] eta: 0:01:01 time: 0.0471 data_time: 0.0056 memory: 996 2022/12/04 12:27:22 - mmengine - INFO - Epoch(val) [4][4960/6282] eta: 0:01:01 time: 0.0501 data_time: 0.0048 memory: 996 2022/12/04 12:27:24 - mmengine - INFO - Epoch(val) [4][4980/6282] eta: 0:01:00 time: 0.0511 data_time: 0.0050 memory: 996 2022/12/04 12:27:25 - mmengine - INFO - Epoch(val) [4][5000/6282] eta: 0:00:59 time: 0.0505 data_time: 0.0055 memory: 996 2022/12/04 12:27:25 - mmengine - INFO - Epoch(val) [4][5020/6282] eta: 0:00:58 time: 0.0461 data_time: 0.0042 memory: 996 2022/12/04 12:27:26 - mmengine - INFO - Epoch(val) [4][5040/6282] eta: 0:00:57 time: 0.0432 data_time: 0.0035 memory: 938 2022/12/04 12:27:27 - mmengine - INFO - Epoch(val) [4][5060/6282] eta: 0:00:56 time: 0.0449 data_time: 0.0062 memory: 938 2022/12/04 12:27:28 - mmengine - INFO - Epoch(val) [4][5080/6282] eta: 0:00:55 time: 0.0420 data_time: 0.0051 memory: 938 2022/12/04 12:27:29 - mmengine - INFO - Epoch(val) [4][5100/6282] eta: 0:00:54 time: 0.0434 data_time: 0.0049 memory: 938 2022/12/04 12:27:30 - mmengine - INFO - Epoch(val) [4][5120/6282] eta: 0:00:53 time: 0.0430 data_time: 0.0064 memory: 938 2022/12/04 12:27:31 - mmengine - INFO - Epoch(val) [4][5140/6282] eta: 0:00:52 time: 0.0440 data_time: 0.0042 memory: 934 2022/12/04 12:27:32 - mmengine - INFO - Epoch(val) [4][5160/6282] eta: 0:00:51 time: 0.0440 data_time: 0.0050 memory: 934 2022/12/04 12:27:33 - mmengine - INFO - Epoch(val) [4][5180/6282] eta: 0:00:50 time: 0.0473 data_time: 0.0052 memory: 934 2022/12/04 12:27:33 - mmengine - INFO - Epoch(val) [4][5200/6282] eta: 0:00:49 time: 0.0433 data_time: 0.0061 memory: 934 2022/12/04 12:27:34 - mmengine - INFO - Epoch(val) [4][5220/6282] eta: 0:00:48 time: 0.0412 data_time: 0.0049 memory: 934 2022/12/04 12:27:35 - mmengine - INFO - Epoch(val) [4][5240/6282] eta: 0:00:48 time: 0.0418 data_time: 0.0044 memory: 933 2022/12/04 12:27:36 - mmengine - INFO - Epoch(val) [4][5260/6282] eta: 0:00:47 time: 0.0454 data_time: 0.0086 memory: 933 2022/12/04 12:27:37 - mmengine - INFO - Epoch(val) [4][5280/6282] eta: 0:00:46 time: 0.0427 data_time: 0.0049 memory: 933 2022/12/04 12:27:38 - mmengine - INFO - Epoch(val) [4][5300/6282] eta: 0:00:45 time: 0.0415 data_time: 0.0054 memory: 933 2022/12/04 12:27:39 - mmengine - INFO - Epoch(val) [4][5320/6282] eta: 0:00:44 time: 0.0451 data_time: 0.0073 memory: 934 2022/12/04 12:27:39 - mmengine - INFO - Epoch(val) [4][5340/6282] eta: 0:00:43 time: 0.0456 data_time: 0.0048 memory: 934 2022/12/04 12:27:40 - mmengine - INFO - Epoch(val) [4][5360/6282] eta: 0:00:42 time: 0.0449 data_time: 0.0058 memory: 934 2022/12/04 12:27:41 - mmengine - INFO - Epoch(val) [4][5380/6282] eta: 0:00:41 time: 0.0423 data_time: 0.0068 memory: 934 2022/12/04 12:27:42 - mmengine - INFO - Epoch(val) [4][5400/6282] eta: 0:00:40 time: 0.0423 data_time: 0.0038 memory: 934 2022/12/04 12:27:43 - mmengine - INFO - Epoch(val) [4][5420/6282] eta: 0:00:39 time: 0.0448 data_time: 0.0051 memory: 934 2022/12/04 12:27:44 - mmengine - INFO - Epoch(val) [4][5440/6282] eta: 0:00:38 time: 0.0446 data_time: 0.0050 memory: 934 2022/12/04 12:27:45 - mmengine - INFO - Epoch(val) 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0:00:30 time: 0.0427 data_time: 0.0054 memory: 955 2022/12/04 12:27:53 - mmengine - INFO - Epoch(val) [4][5640/6282] eta: 0:00:29 time: 0.0429 data_time: 0.0045 memory: 934 2022/12/04 12:27:54 - mmengine - INFO - Epoch(val) [4][5660/6282] eta: 0:00:28 time: 0.0423 data_time: 0.0049 memory: 934 2022/12/04 12:27:54 - mmengine - INFO - Epoch(val) [4][5680/6282] eta: 0:00:27 time: 0.0406 data_time: 0.0041 memory: 934 2022/12/04 12:27:55 - mmengine - INFO - Epoch(val) [4][5700/6282] eta: 0:00:26 time: 0.0424 data_time: 0.0065 memory: 934 2022/12/04 12:27:56 - mmengine - INFO - Epoch(val) [4][5720/6282] eta: 0:00:25 time: 0.0455 data_time: 0.0058 memory: 968 2022/12/04 12:27:57 - mmengine - INFO - Epoch(val) [4][5740/6282] eta: 0:00:24 time: 0.0460 data_time: 0.0063 memory: 968 2022/12/04 12:27:58 - mmengine - INFO - Epoch(val) [4][5760/6282] eta: 0:00:23 time: 0.0443 data_time: 0.0046 memory: 968 2022/12/04 12:27:59 - mmengine - INFO - Epoch(val) [4][5780/6282] eta: 0:00:23 time: 0.0450 data_time: 0.0047 memory: 968 2022/12/04 12:28:00 - mmengine - INFO - Epoch(val) [4][5800/6282] eta: 0:00:22 time: 0.0441 data_time: 0.0050 memory: 968 2022/12/04 12:28:01 - mmengine - INFO - Epoch(val) [4][5820/6282] eta: 0:00:21 time: 0.0463 data_time: 0.0038 memory: 968 2022/12/04 12:28:02 - mmengine - INFO - Epoch(val) [4][5840/6282] eta: 0:00:20 time: 0.0453 data_time: 0.0078 memory: 955 2022/12/04 12:28:03 - mmengine - INFO - Epoch(val) [4][5860/6282] eta: 0:00:19 time: 0.0445 data_time: 0.0054 memory: 955 2022/12/04 12:28:03 - mmengine - INFO - Epoch(val) [4][5880/6282] eta: 0:00:18 time: 0.0417 data_time: 0.0042 memory: 955 2022/12/04 12:28:04 - mmengine - INFO - Epoch(val) [4][5900/6282] eta: 0:00:17 time: 0.0414 data_time: 0.0049 memory: 955 2022/12/04 12:28:05 - mmengine - INFO - Epoch(val) [4][5920/6282] eta: 0:00:16 time: 0.0406 data_time: 0.0042 memory: 955 2022/12/04 12:28:06 - mmengine - INFO - Epoch(val) [4][5940/6282] eta: 0:00:15 time: 0.0418 data_time: 0.0048 memory: 934 2022/12/04 12:28:07 - mmengine - INFO - Epoch(val) [4][5960/6282] eta: 0:00:14 time: 0.0409 data_time: 0.0038 memory: 934 2022/12/04 12:28:08 - mmengine - INFO - Epoch(val) [4][5980/6282] eta: 0:00:13 time: 0.0431 data_time: 0.0044 memory: 934 2022/12/04 12:28:09 - mmengine - INFO - Epoch(val) [4][6000/6282] eta: 0:00:12 time: 0.0494 data_time: 0.0076 memory: 993 2022/12/04 12:28:10 - mmengine - INFO - Epoch(val) [4][6020/6282] eta: 0:00:12 time: 0.0513 data_time: 0.0074 memory: 993 2022/12/04 12:28:11 - mmengine - INFO - Epoch(val) [4][6040/6282] eta: 0:00:11 time: 0.0495 data_time: 0.0067 memory: 993 2022/12/04 12:28:12 - mmengine - INFO - Epoch(val) [4][6060/6282] eta: 0:00:10 time: 0.0478 data_time: 0.0055 memory: 993 2022/12/04 12:28:12 - mmengine - INFO - Epoch(val) [4][6080/6282] eta: 0:00:09 time: 0.0443 data_time: 0.0039 memory: 993 2022/12/04 12:28:13 - mmengine - INFO - Epoch(val) [4][6100/6282] eta: 0:00:08 time: 0.0488 data_time: 0.0047 memory: 993 2022/12/04 12:28:14 - mmengine - INFO - Epoch(val) [4][6120/6282] eta: 0:00:07 time: 0.0431 data_time: 0.0050 memory: 993 2022/12/04 12:28:15 - mmengine - INFO - Epoch(val) [4][6140/6282] eta: 0:00:06 time: 0.0429 data_time: 0.0039 memory: 993 2022/12/04 12:28:16 - mmengine - INFO - Epoch(val) [4][6160/6282] eta: 0:00:05 time: 0.0373 data_time: 0.0021 memory: 993 2022/12/04 12:28:17 - mmengine - INFO - Epoch(val) [4][6180/6282] eta: 0:00:04 time: 0.0331 data_time: 0.0017 memory: 993 2022/12/04 12:28:17 - mmengine - INFO - Epoch(val) [4][6200/6282] eta: 0:00:03 time: 0.0334 data_time: 0.0016 memory: 993 2022/12/04 12:28:18 - mmengine - INFO - Epoch(val) [4][6220/6282] eta: 0:00:02 time: 0.0326 data_time: 0.0015 memory: 993 2022/12/04 12:28:19 - mmengine - INFO - Epoch(val) [4][6240/6282] eta: 0:00:01 time: 0.0342 data_time: 0.0015 memory: 993 2022/12/04 12:28:19 - mmengine - INFO - Epoch(val) [4][6260/6282] eta: 0:00:01 time: 0.0328 data_time: 0.0018 memory: 993 2022/12/04 12:28:20 - mmengine - INFO - Epoch(val) [4][6280/6282] eta: 0:00:00 time: 0.0329 data_time: 0.0017 memory: 993 2022/12/04 12:33:42 - mmengine - INFO - Epoch(val) [4][6282/6282] mAP/mAP@0.5IOU: 0.2921 2022/12/04 12:33:42 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/hukai/mmaction2/work_dirs/slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb/best_mAP/mAP@0.5IOU_epoch_3.pth is removed 2022/12/04 12:33:45 - mmengine - INFO - The best checkpoint with 0.2921 mAP/mAP@0.5IOU at 4 epoch is saved to best_mAP/mAP@0.5IOU_epoch_4.pth. 2022/12/04 12:33:51 - mmengine - INFO - Epoch(train) [5][ 20/4451] lr: 8.5296e-02 eta: 2:25:10 time: 0.3425 data_time: 0.0299 memory: 8783 grad_norm: 0.0939 loss: 0.0177 recall@thr=0.5: 0.7436 prec@thr=0.5: 0.8821 recall@top3: 0.7821 prec@top3: 0.7692 recall@top5: 1.0000 prec@top5: 0.6000 loss_action_cls: 0.0177 2022/12/04 12:33:58 - mmengine - INFO - Epoch(train) [5][ 40/4451] lr: 8.5233e-02 eta: 2:25:03 time: 0.3269 data_time: 0.0116 memory: 8771 grad_norm: 0.0993 loss: 0.0199 recall@thr=0.5: 0.5882 prec@thr=0.5: 0.6667 recall@top3: 0.8431 prec@top3: 0.6275 recall@top5: 0.9412 prec@top5: 0.4235 loss_action_cls: 0.0199 2022/12/04 12:34:05 - mmengine - INFO - Epoch(train) [5][ 60/4451] lr: 8.5171e-02 eta: 2:24:57 time: 0.3260 data_time: 0.0097 memory: 8770 grad_norm: 0.0957 loss: 0.0178 recall@thr=0.5: 0.5263 prec@thr=0.5: 0.4825 recall@top3: 0.7719 prec@top3: 0.4912 recall@top5: 0.9737 prec@top5: 0.3895 loss_action_cls: 0.0178 2022/12/04 12:34:11 - mmengine - INFO - Epoch(train) [5][ 80/4451] lr: 8.5108e-02 eta: 2:24:50 time: 0.3251 data_time: 0.0117 memory: 8770 grad_norm: 0.1017 loss: 0.0189 recall@thr=0.5: 0.5875 prec@thr=0.5: 0.6000 recall@top3: 0.7333 prec@top3: 0.5833 recall@top5: 0.9167 prec@top5: 0.4200 loss_action_cls: 0.0189 2022/12/04 12:34:18 - mmengine - INFO - Epoch(train) [5][ 100/4451] lr: 8.5045e-02 eta: 2:24:44 time: 0.3274 data_time: 0.0102 memory: 8770 grad_norm: 0.1017 loss: 0.0204 recall@thr=0.5: 0.6778 prec@thr=0.5: 0.5778 recall@top3: 0.7167 prec@top3: 0.5556 recall@top5: 0.9111 prec@top5: 0.4400 loss_action_cls: 0.0204 2022/12/04 12:34:24 - mmengine - INFO - Epoch(train) [5][ 120/4451] lr: 8.4982e-02 eta: 2:24:37 time: 0.3255 data_time: 0.0111 memory: 8770 grad_norm: 0.1031 loss: 0.0187 recall@thr=0.5: 0.5877 prec@thr=0.5: 0.7018 recall@top3: 0.8553 prec@top3: 0.7193 recall@top5: 0.9386 prec@top5: 0.4842 loss_action_cls: 0.0187 2022/12/04 12:34:31 - mmengine - INFO - Epoch(train) [5][ 140/4451] lr: 8.4919e-02 eta: 2:24:31 time: 0.3266 data_time: 0.0100 memory: 8799 grad_norm: 0.0986 loss: 0.0211 recall@thr=0.5: 0.5180 prec@thr=0.5: 0.6464 recall@top3: 0.6779 prec@top3: 0.6126 recall@top5: 0.7320 prec@top5: 0.4000 loss_action_cls: 0.0211 2022/12/04 12:34:37 - mmengine - INFO - Epoch(train) [5][ 160/4451] lr: 8.4856e-02 eta: 2:24:24 time: 0.3275 data_time: 0.0100 memory: 8771 grad_norm: 0.1032 loss: 0.0187 recall@thr=0.5: 0.6314 prec@thr=0.5: 0.7372 recall@top3: 0.6923 prec@top3: 0.6026 recall@top5: 0.8013 prec@top5: 0.4231 loss_action_cls: 0.0187 2022/12/04 12:34:44 - mmengine - INFO - Epoch(train) [5][ 180/4451] lr: 8.4793e-02 eta: 2:24:18 time: 0.3265 data_time: 0.0102 memory: 8806 grad_norm: 0.1013 loss: 0.0192 recall@thr=0.5: 0.7951 prec@thr=0.5: 0.7361 recall@top3: 0.8542 prec@top3: 0.6528 recall@top5: 0.9896 prec@top5: 0.4667 loss_action_cls: 0.0192 2022/12/04 12:34:49 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 12:34:50 - mmengine - INFO - Epoch(train) [5][ 200/4451] lr: 8.4729e-02 eta: 2:24:11 time: 0.3260 data_time: 0.0106 memory: 8770 grad_norm: 0.1014 loss: 0.0192 recall@thr=0.5: 0.7508 prec@thr=0.5: 0.8208 recall@top3: 0.7675 prec@top3: 0.5667 recall@top5: 0.8900 prec@top5: 0.3900 loss_action_cls: 0.0192 2022/12/04 12:34:57 - mmengine - INFO - Epoch(train) [5][ 220/4451] lr: 8.4666e-02 eta: 2:24:05 time: 0.3271 data_time: 0.0111 memory: 8774 grad_norm: 0.0970 loss: 0.0196 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8639 recall@top3: 0.8889 prec@top3: 0.8778 recall@top5: 0.9583 prec@top5: 0.5733 loss_action_cls: 0.0196 2022/12/04 12:35:03 - mmengine - INFO - Epoch(train) [5][ 240/4451] lr: 8.4602e-02 eta: 2:23:58 time: 0.3260 data_time: 0.0120 memory: 8771 grad_norm: 0.1029 loss: 0.0180 recall@thr=0.5: 0.6812 prec@thr=0.5: 0.6594 recall@top3: 0.8116 prec@top3: 0.6667 recall@top5: 0.9130 prec@top5: 0.4609 loss_action_cls: 0.0180 2022/12/04 12:35:10 - mmengine - INFO - Epoch(train) [5][ 260/4451] lr: 8.4538e-02 eta: 2:23:52 time: 0.3262 data_time: 0.0119 memory: 8770 grad_norm: 0.1024 loss: 0.0215 recall@thr=0.5: 0.4762 prec@thr=0.5: 0.6270 recall@top3: 0.6429 prec@top3: 0.5714 recall@top5: 0.8294 prec@top5: 0.4571 loss_action_cls: 0.0215 2022/12/04 12:35:16 - mmengine - INFO - Epoch(train) [5][ 280/4451] lr: 8.4474e-02 eta: 2:23:45 time: 0.3268 data_time: 0.0099 memory: 8774 grad_norm: 0.1038 loss: 0.0192 recall@thr=0.5: 0.6854 prec@thr=0.5: 0.9062 recall@top3: 0.8146 prec@top3: 0.7292 recall@top5: 0.9062 prec@top5: 0.5125 loss_action_cls: 0.0192 2022/12/04 12:35:23 - mmengine - INFO - Epoch(train) [5][ 300/4451] lr: 8.4410e-02 eta: 2:23:38 time: 0.3249 data_time: 0.0108 memory: 8826 grad_norm: 0.1051 loss: 0.0195 recall@thr=0.5: 0.7417 prec@thr=0.5: 0.7333 recall@top3: 0.8333 prec@top3: 0.6333 recall@top5: 0.8750 prec@top5: 0.4100 loss_action_cls: 0.0195 2022/12/04 12:35:29 - mmengine - INFO - Epoch(train) [5][ 320/4451] lr: 8.4346e-02 eta: 2:23:32 time: 0.3264 data_time: 0.0101 memory: 8770 grad_norm: 0.1016 loss: 0.0193 recall@thr=0.5: 0.5054 prec@thr=0.5: 0.6505 recall@top3: 0.6398 prec@top3: 0.5591 recall@top5: 0.8629 prec@top5: 0.4323 loss_action_cls: 0.0193 2022/12/04 12:35:36 - mmengine - INFO - Epoch(train) [5][ 340/4451] lr: 8.4282e-02 eta: 2:23:25 time: 0.3274 data_time: 0.0097 memory: 8770 grad_norm: 0.1026 loss: 0.0195 recall@thr=0.5: 0.6083 prec@thr=0.5: 0.8667 recall@top3: 0.7917 prec@top3: 0.8167 recall@top5: 0.9500 prec@top5: 0.6000 loss_action_cls: 0.0195 2022/12/04 12:35:42 - mmengine - INFO - Epoch(train) [5][ 360/4451] lr: 8.4218e-02 eta: 2:23:19 time: 0.3250 data_time: 0.0094 memory: 8777 grad_norm: 0.0979 loss: 0.0194 recall@thr=0.5: 0.8824 prec@thr=0.5: 0.9412 recall@top3: 0.9412 prec@top3: 0.7647 recall@top5: 0.9804 prec@top5: 0.4824 loss_action_cls: 0.0194 2022/12/04 12:35:49 - mmengine - INFO - Epoch(train) [5][ 380/4451] lr: 8.4154e-02 eta: 2:23:12 time: 0.3268 data_time: 0.0096 memory: 8770 grad_norm: 0.1013 loss: 0.0208 recall@thr=0.5: 0.5984 prec@thr=0.5: 0.7857 recall@top3: 0.7333 prec@top3: 0.6032 recall@top5: 0.9476 prec@top5: 0.4762 loss_action_cls: 0.0208 2022/12/04 12:35:56 - mmengine - INFO - Epoch(train) [5][ 400/4451] lr: 8.4089e-02 eta: 2:23:06 time: 0.3258 data_time: 0.0100 memory: 8770 grad_norm: 0.1057 loss: 0.0209 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.7778 recall@top3: 0.9028 prec@top3: 0.6389 recall@top5: 0.9792 prec@top5: 0.4333 loss_action_cls: 0.0209 2022/12/04 12:36:02 - mmengine - INFO - Epoch(train) [5][ 420/4451] lr: 8.4024e-02 eta: 2:22:59 time: 0.3252 data_time: 0.0099 memory: 8786 grad_norm: 0.0996 loss: 0.0188 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.7000 recall@top3: 0.8500 prec@top3: 0.6833 recall@top5: 0.9250 prec@top5: 0.4500 loss_action_cls: 0.0188 2022/12/04 12:36:09 - mmengine - INFO - Epoch(train) [5][ 440/4451] lr: 8.3960e-02 eta: 2:22:53 time: 0.3259 data_time: 0.0104 memory: 8770 grad_norm: 0.1071 loss: 0.0201 recall@thr=0.5: 0.8222 prec@thr=0.5: 0.9778 recall@top3: 0.9778 prec@top3: 0.7333 recall@top5: 1.0000 prec@top5: 0.4533 loss_action_cls: 0.0201 2022/12/04 12:36:15 - mmengine - INFO - Epoch(train) [5][ 460/4451] lr: 8.3895e-02 eta: 2:22:46 time: 0.3283 data_time: 0.0094 memory: 8819 grad_norm: 0.1081 loss: 0.0201 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.5786 recall@top3: 0.7452 prec@top3: 0.5429 recall@top5: 0.8667 prec@top5: 0.3886 loss_action_cls: 0.0201 2022/12/04 12:36:22 - mmengine - INFO - Epoch(train) [5][ 480/4451] lr: 8.3830e-02 eta: 2:22:40 time: 0.3255 data_time: 0.0100 memory: 8770 grad_norm: 0.1058 loss: 0.0205 recall@thr=0.5: 0.5072 prec@thr=0.5: 0.6884 recall@top3: 0.7536 prec@top3: 0.5797 recall@top5: 0.8623 prec@top5: 0.4174 loss_action_cls: 0.0205 2022/12/04 12:36:28 - mmengine - INFO - Epoch(train) [5][ 500/4451] lr: 8.3765e-02 eta: 2:22:33 time: 0.3259 data_time: 0.0093 memory: 8774 grad_norm: 0.1007 loss: 0.0202 recall@thr=0.5: 0.3333 prec@thr=0.5: 0.3529 recall@top3: 0.6471 prec@top3: 0.3529 recall@top5: 0.8529 prec@top5: 0.2824 loss_action_cls: 0.0202 2022/12/04 12:36:35 - mmengine - INFO - Epoch(train) [5][ 520/4451] lr: 8.3700e-02 eta: 2:22:27 time: 0.3278 data_time: 0.0094 memory: 8806 grad_norm: 0.1048 loss: 0.0205 recall@thr=0.5: 0.5219 prec@thr=0.5: 0.5307 recall@top3: 0.5921 prec@top3: 0.3860 recall@top5: 0.8114 prec@top5: 0.3368 loss_action_cls: 0.0205 2022/12/04 12:36:41 - mmengine - INFO - Epoch(train) [5][ 540/4451] lr: 8.3635e-02 eta: 2:22:20 time: 0.3263 data_time: 0.0091 memory: 8804 grad_norm: 0.0959 loss: 0.0184 recall@thr=0.5: 0.6207 prec@thr=0.5: 0.6379 recall@top3: 0.7356 prec@top3: 0.5517 recall@top5: 0.9052 prec@top5: 0.4207 loss_action_cls: 0.0184 2022/12/04 12:36:48 - mmengine - INFO - Epoch(train) [5][ 560/4451] lr: 8.3569e-02 eta: 2:22:14 time: 0.3260 data_time: 0.0094 memory: 8770 grad_norm: 0.1015 loss: 0.0197 recall@thr=0.5: 0.7113 prec@thr=0.5: 0.7649 recall@top3: 0.7827 prec@top3: 0.7262 recall@top5: 0.9464 prec@top5: 0.5286 loss_action_cls: 0.0197 2022/12/04 12:36:54 - mmengine - INFO - Epoch(train) [5][ 580/4451] lr: 8.3504e-02 eta: 2:22:07 time: 0.3263 data_time: 0.0091 memory: 8780 grad_norm: 0.1025 loss: 0.0186 recall@thr=0.5: 0.6289 prec@thr=0.5: 0.8421 recall@top3: 0.8254 prec@top3: 0.6842 recall@top5: 0.8912 prec@top5: 0.4526 loss_action_cls: 0.0186 2022/12/04 12:37:01 - mmengine - INFO - Epoch(train) [5][ 600/4451] lr: 8.3438e-02 eta: 2:22:00 time: 0.3242 data_time: 0.0097 memory: 8770 grad_norm: 0.1015 loss: 0.0182 recall@thr=0.5: 0.6019 prec@thr=0.5: 0.7315 recall@top3: 0.8333 prec@top3: 0.5741 recall@top5: 0.8519 prec@top5: 0.3556 loss_action_cls: 0.0182 2022/12/04 12:37:07 - mmengine - INFO - Epoch(train) [5][ 620/4451] lr: 8.3373e-02 eta: 2:21:54 time: 0.3263 data_time: 0.0094 memory: 8771 grad_norm: 0.1032 loss: 0.0210 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.8452 recall@top3: 0.8254 prec@top3: 0.7302 recall@top5: 0.9286 prec@top5: 0.4952 loss_action_cls: 0.0210 2022/12/04 12:37:14 - mmengine - INFO - Epoch(train) [5][ 640/4451] lr: 8.3307e-02 eta: 2:21:47 time: 0.3263 data_time: 0.0092 memory: 8770 grad_norm: 0.1070 loss: 0.0194 recall@thr=0.5: 0.7794 prec@thr=0.5: 0.8284 recall@top3: 0.8235 prec@top3: 0.6471 recall@top5: 0.8676 prec@top5: 0.4235 loss_action_cls: 0.0194 2022/12/04 12:37:20 - mmengine - INFO - Epoch(train) [5][ 660/4451] lr: 8.3241e-02 eta: 2:21:41 time: 0.3252 data_time: 0.0100 memory: 8783 grad_norm: 0.1025 loss: 0.0198 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.7647 recall@top3: 0.7745 prec@top3: 0.6471 recall@top5: 0.9020 prec@top5: 0.4353 loss_action_cls: 0.0198 2022/12/04 12:37:27 - mmengine - INFO - Epoch(train) [5][ 680/4451] lr: 8.3175e-02 eta: 2:21:34 time: 0.3267 data_time: 0.0098 memory: 8774 grad_norm: 0.1051 loss: 0.0205 recall@thr=0.5: 0.4825 prec@thr=0.5: 0.5263 recall@top3: 0.7719 prec@top3: 0.4912 recall@top5: 0.8772 prec@top5: 0.3263 loss_action_cls: 0.0205 2022/12/04 12:37:33 - mmengine - INFO - Epoch(train) [5][ 700/4451] lr: 8.3109e-02 eta: 2:21:28 time: 0.3256 data_time: 0.0095 memory: 8804 grad_norm: 0.1036 loss: 0.0180 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.6667 recall@top3: 0.7222 prec@top3: 0.4815 recall@top5: 0.9444 prec@top5: 0.4000 loss_action_cls: 0.0180 2022/12/04 12:37:40 - mmengine - INFO - Epoch(train) [5][ 720/4451] lr: 8.3043e-02 eta: 2:21:21 time: 0.3273 data_time: 0.0097 memory: 8826 grad_norm: 0.1056 loss: 0.0187 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.4333 recall@top3: 0.7000 prec@top3: 0.4444 recall@top5: 0.9333 prec@top5: 0.3467 loss_action_cls: 0.0187 2022/12/04 12:37:46 - mmengine - INFO - Epoch(train) [5][ 740/4451] lr: 8.2977e-02 eta: 2:21:15 time: 0.3277 data_time: 0.0096 memory: 8804 grad_norm: 0.1043 loss: 0.0179 recall@thr=0.5: 0.8291 prec@thr=0.5: 0.8590 recall@top3: 0.8889 prec@top3: 0.8376 recall@top5: 0.9487 prec@top5: 0.5436 loss_action_cls: 0.0179 2022/12/04 12:37:53 - mmengine - INFO - Epoch(train) [5][ 760/4451] lr: 8.2910e-02 eta: 2:21:08 time: 0.3264 data_time: 0.0094 memory: 8796 grad_norm: 0.1002 loss: 0.0189 recall@thr=0.5: 0.6123 prec@thr=0.5: 0.6848 recall@top3: 0.8043 prec@top3: 0.5652 recall@top5: 0.9746 prec@top5: 0.4087 loss_action_cls: 0.0189 2022/12/04 12:38:00 - mmengine - INFO - Epoch(train) [5][ 780/4451] lr: 8.2844e-02 eta: 2:21:02 time: 0.3272 data_time: 0.0106 memory: 8770 grad_norm: 0.0988 loss: 0.0190 recall@thr=0.5: 0.5985 prec@thr=0.5: 0.7311 recall@top3: 0.7970 prec@top3: 0.6667 recall@top5: 0.9159 prec@top5: 0.4818 loss_action_cls: 0.0190 2022/12/04 12:38:06 - mmengine - INFO - Epoch(train) [5][ 800/4451] lr: 8.2777e-02 eta: 2:20:55 time: 0.3262 data_time: 0.0099 memory: 8770 grad_norm: 0.1030 loss: 0.0182 recall@thr=0.5: 0.5463 prec@thr=0.5: 0.6296 recall@top3: 0.8796 prec@top3: 0.6481 recall@top5: 0.9583 prec@top5: 0.4444 loss_action_cls: 0.0182 2022/12/04 12:38:13 - mmengine - INFO - Epoch(train) [5][ 820/4451] lr: 8.2711e-02 eta: 2:20:49 time: 0.3273 data_time: 0.0106 memory: 8813 grad_norm: 0.1021 loss: 0.0194 recall@thr=0.5: 0.7685 prec@thr=0.5: 0.7963 recall@top3: 0.8611 prec@top3: 0.6296 recall@top5: 0.9722 prec@top5: 0.4444 loss_action_cls: 0.0194 2022/12/04 12:38:19 - mmengine - INFO - Epoch(train) [5][ 840/4451] lr: 8.2644e-02 eta: 2:20:42 time: 0.3259 data_time: 0.0097 memory: 8770 grad_norm: 0.1036 loss: 0.0179 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.7708 recall@top3: 0.8646 prec@top3: 0.6875 recall@top5: 1.0000 prec@top5: 0.4750 loss_action_cls: 0.0179 2022/12/04 12:38:26 - mmengine - INFO - Epoch(train) [5][ 860/4451] lr: 8.2577e-02 eta: 2:20:36 time: 0.3264 data_time: 0.0092 memory: 8804 grad_norm: 0.1046 loss: 0.0207 recall@thr=0.5: 0.5500 prec@thr=0.5: 0.6833 recall@top3: 0.6417 prec@top3: 0.6000 recall@top5: 0.9583 prec@top5: 0.5300 loss_action_cls: 0.0207 2022/12/04 12:38:32 - mmengine - INFO - Epoch(train) [5][ 880/4451] lr: 8.2510e-02 eta: 2:20:29 time: 0.3241 data_time: 0.0105 memory: 8771 grad_norm: 0.1007 loss: 0.0193 recall@thr=0.5: 0.4879 prec@thr=0.5: 0.4773 recall@top3: 0.6864 prec@top3: 0.5000 recall@top5: 0.8621 prec@top5: 0.3909 loss_action_cls: 0.0193 2022/12/04 12:38:39 - mmengine - INFO - Epoch(train) [5][ 900/4451] lr: 8.2443e-02 eta: 2:20:23 time: 0.3274 data_time: 0.0098 memory: 8806 grad_norm: 0.1028 loss: 0.0200 recall@thr=0.5: 0.7152 prec@thr=0.5: 0.7955 recall@top3: 0.8818 prec@top3: 0.7273 recall@top5: 0.9909 prec@top5: 0.5091 loss_action_cls: 0.0200 2022/12/04 12:38:45 - mmengine - INFO - Epoch(train) [5][ 920/4451] lr: 8.2376e-02 eta: 2:20:16 time: 0.3269 data_time: 0.0091 memory: 8777 grad_norm: 0.1040 loss: 0.0192 recall@thr=0.5: 0.6781 prec@thr=0.5: 0.7917 recall@top3: 0.8354 prec@top3: 0.5312 recall@top5: 0.9510 prec@top5: 0.3750 loss_action_cls: 0.0192 2022/12/04 12:38:52 - mmengine - INFO - Epoch(train) [5][ 940/4451] lr: 8.2308e-02 eta: 2:20:10 time: 0.3268 data_time: 0.0095 memory: 8780 grad_norm: 0.1041 loss: 0.0186 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.8125 recall@top3: 0.9375 prec@top3: 0.7083 recall@top5: 1.0000 prec@top5: 0.4625 loss_action_cls: 0.0186 2022/12/04 12:38:58 - mmengine - INFO - Epoch(train) [5][ 960/4451] lr: 8.2241e-02 eta: 2:20:03 time: 0.3271 data_time: 0.0095 memory: 8783 grad_norm: 0.0996 loss: 0.0203 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.8889 recall@top3: 0.8333 prec@top3: 0.6984 recall@top5: 0.9524 prec@top5: 0.4952 loss_action_cls: 0.0203 2022/12/04 12:39:05 - mmengine - INFO - Epoch(train) [5][ 980/4451] lr: 8.2174e-02 eta: 2:19:56 time: 0.3240 data_time: 0.0102 memory: 8771 grad_norm: 0.1062 loss: 0.0177 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7722 recall@top3: 0.8889 prec@top3: 0.6444 recall@top5: 0.9333 prec@top5: 0.4133 loss_action_cls: 0.0177 2022/12/04 12:39:11 - mmengine - INFO - Epoch(train) [5][1000/4451] lr: 8.2106e-02 eta: 2:19:50 time: 0.3264 data_time: 0.0093 memory: 8771 grad_norm: 0.1017 loss: 0.0163 recall@thr=0.5: 0.5417 prec@thr=0.5: 0.5521 recall@top3: 0.6562 prec@top3: 0.4792 recall@top5: 0.9583 prec@top5: 0.4250 loss_action_cls: 0.0163 2022/12/04 12:39:18 - mmengine - INFO - Epoch(train) [5][1020/4451] lr: 8.2038e-02 eta: 2:19:43 time: 0.3261 data_time: 0.0125 memory: 8777 grad_norm: 0.1041 loss: 0.0189 recall@thr=0.5: 0.5952 prec@thr=0.5: 0.6190 recall@top3: 0.8095 prec@top3: 0.5714 recall@top5: 1.0000 prec@top5: 0.4286 loss_action_cls: 0.0189 2022/12/04 12:39:24 - mmengine - INFO - Epoch(train) [5][1040/4451] lr: 8.1970e-02 eta: 2:19:37 time: 0.3270 data_time: 0.0099 memory: 8774 grad_norm: 0.1079 loss: 0.0195 recall@thr=0.5: 0.4167 prec@thr=0.5: 0.4924 recall@top3: 0.6932 prec@top3: 0.6364 recall@top5: 0.8258 prec@top5: 0.4636 loss_action_cls: 0.0195 2022/12/04 12:39:31 - mmengine - INFO - Epoch(train) [5][1060/4451] lr: 8.1903e-02 eta: 2:19:30 time: 0.3259 data_time: 0.0105 memory: 8774 grad_norm: 0.1040 loss: 0.0173 recall@thr=0.5: 0.8725 prec@thr=0.5: 0.8529 recall@top3: 0.9706 prec@top3: 0.7255 recall@top5: 0.9706 prec@top5: 0.4353 loss_action_cls: 0.0173 2022/12/04 12:39:37 - mmengine - INFO - Epoch(train) [5][1080/4451] lr: 8.1835e-02 eta: 2:19:24 time: 0.3265 data_time: 0.0095 memory: 8804 grad_norm: 0.1076 loss: 0.0194 recall@thr=0.5: 0.7529 prec@thr=0.5: 0.8736 recall@top3: 0.7816 prec@top3: 0.5862 recall@top5: 0.8563 prec@top5: 0.4000 loss_action_cls: 0.0194 2022/12/04 12:39:44 - mmengine - INFO - Epoch(train) [5][1100/4451] lr: 8.1767e-02 eta: 2:19:17 time: 0.3261 data_time: 0.0094 memory: 8770 grad_norm: 0.1004 loss: 0.0182 recall@thr=0.5: 0.7509 prec@thr=0.5: 0.8509 recall@top3: 0.8175 prec@top3: 0.7544 recall@top5: 1.0000 prec@top5: 0.5789 loss_action_cls: 0.0182 2022/12/04 12:39:51 - mmengine - INFO - Epoch(train) [5][1120/4451] lr: 8.1698e-02 eta: 2:19:11 time: 0.3347 data_time: 0.0097 memory: 8770 grad_norm: 0.1075 loss: 0.0191 recall@thr=0.5: 0.6058 prec@thr=0.5: 0.5891 recall@top3: 0.6457 prec@top3: 0.5652 recall@top5: 0.8051 prec@top5: 0.4261 loss_action_cls: 0.0191 2022/12/04 12:39:57 - mmengine - INFO - Epoch(train) [5][1140/4451] lr: 8.1630e-02 eta: 2:19:04 time: 0.3275 data_time: 0.0093 memory: 8770 grad_norm: 0.1010 loss: 0.0206 recall@thr=0.5: 0.7431 prec@thr=0.5: 0.8715 recall@top3: 0.8333 prec@top3: 0.6250 recall@top5: 0.9028 prec@top5: 0.4167 loss_action_cls: 0.0206 2022/12/04 12:40:04 - mmengine - INFO - Epoch(train) [5][1160/4451] lr: 8.1562e-02 eta: 2:18:58 time: 0.3260 data_time: 0.0099 memory: 8777 grad_norm: 0.1010 loss: 0.0201 recall@thr=0.5: 0.4765 prec@thr=0.5: 0.5606 recall@top3: 0.6129 prec@top3: 0.5000 recall@top5: 0.8962 prec@top5: 0.4364 loss_action_cls: 0.0201 2022/12/04 12:40:10 - mmengine - INFO - Epoch(train) [5][1180/4451] lr: 8.1493e-02 eta: 2:18:51 time: 0.3265 data_time: 0.0099 memory: 8770 grad_norm: 0.1006 loss: 0.0191 recall@thr=0.5: 0.7847 prec@thr=0.5: 0.9000 recall@top3: 0.8681 prec@top3: 0.7917 recall@top5: 1.0000 prec@top5: 0.5583 loss_action_cls: 0.0191 2022/12/04 12:40:16 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 12:40:17 - mmengine - INFO - Epoch(train) [5][1200/4451] lr: 8.1425e-02 eta: 2:18:45 time: 0.3281 data_time: 0.0097 memory: 8770 grad_norm: 0.0995 loss: 0.0216 recall@thr=0.5: 0.5167 prec@thr=0.5: 0.6204 recall@top3: 0.7759 prec@top3: 0.6296 recall@top5: 0.9222 prec@top5: 0.4667 loss_action_cls: 0.0216 2022/12/04 12:40:23 - mmengine - INFO - Epoch(train) [5][1220/4451] lr: 8.1356e-02 eta: 2:18:38 time: 0.3266 data_time: 0.0104 memory: 8770 grad_norm: 0.1047 loss: 0.0204 recall@thr=0.5: 0.6920 prec@thr=0.5: 0.8478 recall@top3: 0.9312 prec@top3: 0.7246 recall@top5: 0.9601 prec@top5: 0.4522 loss_action_cls: 0.0204 2022/12/04 12:40:30 - mmengine - INFO - Epoch(train) [5][1240/4451] lr: 8.1287e-02 eta: 2:18:32 time: 0.3252 data_time: 0.0098 memory: 8780 grad_norm: 0.1079 loss: 0.0177 recall@thr=0.5: 0.6468 prec@thr=0.5: 0.6825 recall@top3: 0.7738 prec@top3: 0.5873 recall@top5: 0.9048 prec@top5: 0.4095 loss_action_cls: 0.0177 2022/12/04 12:40:36 - mmengine - INFO - Epoch(train) [5][1260/4451] lr: 8.1218e-02 eta: 2:18:25 time: 0.3269 data_time: 0.0108 memory: 8774 grad_norm: 0.1001 loss: 0.0197 recall@thr=0.5: 0.5156 prec@thr=0.5: 0.5833 recall@top3: 0.7057 prec@top3: 0.5625 recall@top5: 0.7839 prec@top5: 0.3937 loss_action_cls: 0.0197 2022/12/04 12:40:43 - mmengine - INFO - Epoch(train) [5][1280/4451] lr: 8.1149e-02 eta: 2:18:19 time: 0.3257 data_time: 0.0100 memory: 8770 grad_norm: 0.1078 loss: 0.0205 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.6346 recall@top3: 0.7019 prec@top3: 0.6410 recall@top5: 0.8686 prec@top5: 0.4769 loss_action_cls: 0.0205 2022/12/04 12:40:49 - mmengine - INFO - Epoch(train) [5][1300/4451] lr: 8.1080e-02 eta: 2:18:12 time: 0.3260 data_time: 0.0101 memory: 8771 grad_norm: 0.1035 loss: 0.0196 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.8565 recall@top3: 0.8565 prec@top3: 0.6667 recall@top5: 0.9306 prec@top5: 0.4444 loss_action_cls: 0.0196 2022/12/04 12:40:56 - mmengine - INFO - Epoch(train) [5][1320/4451] lr: 8.1011e-02 eta: 2:18:06 time: 0.3252 data_time: 0.0096 memory: 8799 grad_norm: 0.1014 loss: 0.0189 recall@thr=0.5: 0.6198 prec@thr=0.5: 0.8125 recall@top3: 0.7656 prec@top3: 0.7292 recall@top5: 0.8802 prec@top5: 0.5125 loss_action_cls: 0.0189 2022/12/04 12:41:02 - mmengine - INFO - Epoch(train) [5][1340/4451] lr: 8.0942e-02 eta: 2:17:59 time: 0.3251 data_time: 0.0099 memory: 8770 grad_norm: 0.1050 loss: 0.0189 recall@thr=0.5: 0.6562 prec@thr=0.5: 0.7153 recall@top3: 0.7569 prec@top3: 0.5972 recall@top5: 0.9062 prec@top5: 0.4333 loss_action_cls: 0.0189 2022/12/04 12:41:09 - mmengine - INFO - Epoch(train) [5][1360/4451] lr: 8.0873e-02 eta: 2:17:53 time: 0.3274 data_time: 0.0096 memory: 8854 grad_norm: 0.0982 loss: 0.0163 recall@thr=0.5: 0.7552 prec@thr=0.5: 0.7812 recall@top3: 0.8333 prec@top3: 0.6250 recall@top5: 0.9531 prec@top5: 0.4375 loss_action_cls: 0.0163 2022/12/04 12:41:16 - mmengine - INFO - Epoch(train) [5][1380/4451] lr: 8.0803e-02 eta: 2:17:46 time: 0.3257 data_time: 0.0099 memory: 8770 grad_norm: 0.1072 loss: 0.0223 recall@thr=0.5: 0.5516 prec@thr=0.5: 0.5556 recall@top3: 0.8135 prec@top3: 0.5079 recall@top5: 0.9643 prec@top5: 0.3810 loss_action_cls: 0.0223 2022/12/04 12:41:22 - mmengine - INFO - Epoch(train) [5][1400/4451] lr: 8.0734e-02 eta: 2:17:39 time: 0.3265 data_time: 0.0097 memory: 8777 grad_norm: 0.1011 loss: 0.0186 recall@thr=0.5: 0.9778 prec@thr=0.5: 0.9556 recall@top3: 0.9778 prec@top3: 0.6889 recall@top5: 0.9778 prec@top5: 0.4133 loss_action_cls: 0.0186 2022/12/04 12:41:29 - mmengine - INFO - Epoch(train) [5][1420/4451] lr: 8.0664e-02 eta: 2:17:33 time: 0.3252 data_time: 0.0116 memory: 8796 grad_norm: 0.0986 loss: 0.0189 recall@thr=0.5: 0.5972 prec@thr=0.5: 0.5093 recall@top3: 0.7500 prec@top3: 0.4630 recall@top5: 0.9028 prec@top5: 0.3444 loss_action_cls: 0.0189 2022/12/04 12:41:35 - mmengine - INFO - Epoch(train) [5][1440/4451] lr: 8.0594e-02 eta: 2:17:26 time: 0.3274 data_time: 0.0093 memory: 8771 grad_norm: 0.1064 loss: 0.0185 recall@thr=0.5: 0.7057 prec@thr=0.5: 0.8698 recall@top3: 0.8568 prec@top3: 0.7187 recall@top5: 0.9062 prec@top5: 0.4562 loss_action_cls: 0.0185 2022/12/04 12:41:42 - mmengine - INFO - Epoch(train) [5][1460/4451] lr: 8.0524e-02 eta: 2:17:20 time: 0.3267 data_time: 0.0090 memory: 8771 grad_norm: 0.1039 loss: 0.0196 recall@thr=0.5: 0.7029 prec@thr=0.5: 0.5906 recall@top3: 0.8261 prec@top3: 0.5797 recall@top5: 0.9275 prec@top5: 0.4000 loss_action_cls: 0.0196 2022/12/04 12:41:48 - mmengine - INFO - Epoch(train) [5][1480/4451] lr: 8.0454e-02 eta: 2:17:13 time: 0.3263 data_time: 0.0102 memory: 8770 grad_norm: 0.1020 loss: 0.0212 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.5463 recall@top3: 0.6667 prec@top3: 0.5185 recall@top5: 0.7500 prec@top5: 0.3444 loss_action_cls: 0.0212 2022/12/04 12:41:55 - mmengine - INFO - Epoch(train) [5][1500/4451] lr: 8.0384e-02 eta: 2:17:07 time: 0.3270 data_time: 0.0108 memory: 8771 grad_norm: 0.1060 loss: 0.0198 recall@thr=0.5: 0.6856 prec@thr=0.5: 0.7765 recall@top3: 0.8447 prec@top3: 0.5758 recall@top5: 0.9697 prec@top5: 0.4182 loss_action_cls: 0.0198 2022/12/04 12:42:01 - mmengine - INFO - Epoch(train) [5][1520/4451] lr: 8.0314e-02 eta: 2:17:00 time: 0.3269 data_time: 0.0095 memory: 8770 grad_norm: 0.1006 loss: 0.0194 recall@thr=0.5: 0.6410 prec@thr=0.5: 0.6667 recall@top3: 0.8718 prec@top3: 0.5385 recall@top5: 1.0000 prec@top5: 0.3692 loss_action_cls: 0.0194 2022/12/04 12:42:08 - mmengine - INFO - Epoch(train) [5][1540/4451] lr: 8.0244e-02 eta: 2:16:54 time: 0.3272 data_time: 0.0132 memory: 8777 grad_norm: 0.1019 loss: 0.0192 recall@thr=0.5: 0.5441 prec@thr=0.5: 0.7059 recall@top3: 0.6618 prec@top3: 0.5294 recall@top5: 0.8235 prec@top5: 0.3765 loss_action_cls: 0.0192 2022/12/04 12:42:14 - mmengine - INFO - Epoch(train) [5][1560/4451] lr: 8.0174e-02 eta: 2:16:47 time: 0.3258 data_time: 0.0095 memory: 8790 grad_norm: 0.0992 loss: 0.0191 recall@thr=0.5: 0.5769 prec@thr=0.5: 0.5321 recall@top3: 0.6731 prec@top3: 0.3718 recall@top5: 0.7692 prec@top5: 0.2615 loss_action_cls: 0.0191 2022/12/04 12:42:21 - mmengine - INFO - Epoch(train) [5][1580/4451] lr: 8.0103e-02 eta: 2:16:41 time: 0.3271 data_time: 0.0095 memory: 8770 grad_norm: 0.1008 loss: 0.0188 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5294 recall@top3: 0.6324 prec@top3: 0.4706 recall@top5: 0.7010 prec@top5: 0.3294 loss_action_cls: 0.0188 2022/12/04 12:42:27 - mmengine - INFO - Epoch(train) [5][1600/4451] lr: 8.0033e-02 eta: 2:16:34 time: 0.3253 data_time: 0.0092 memory: 8796 grad_norm: 0.1014 loss: 0.0201 recall@thr=0.5: 0.8009 prec@thr=0.5: 0.9144 recall@top3: 0.8380 prec@top3: 0.6389 recall@top5: 0.9236 prec@top5: 0.4389 loss_action_cls: 0.0201 2022/12/04 12:42:34 - mmengine - INFO - Epoch(train) [5][1620/4451] lr: 7.9962e-02 eta: 2:16:28 time: 0.3262 data_time: 0.0096 memory: 8799 grad_norm: 0.1000 loss: 0.0162 recall@thr=0.5: 0.7444 prec@thr=0.5: 0.7778 recall@top3: 0.8028 prec@top3: 0.6778 recall@top5: 1.0000 prec@top5: 0.5200 loss_action_cls: 0.0162 2022/12/04 12:42:40 - mmengine - INFO - Epoch(train) [5][1640/4451] lr: 7.9892e-02 eta: 2:16:21 time: 0.3274 data_time: 0.0089 memory: 8774 grad_norm: 0.1102 loss: 0.0191 recall@thr=0.5: 0.7941 prec@thr=0.5: 0.8137 recall@top3: 0.8529 prec@top3: 0.4510 recall@top5: 0.9706 prec@top5: 0.3176 loss_action_cls: 0.0191 2022/12/04 12:42:47 - mmengine - INFO - Epoch(train) [5][1660/4451] lr: 7.9821e-02 eta: 2:16:15 time: 0.3279 data_time: 0.0098 memory: 8771 grad_norm: 0.1051 loss: 0.0190 recall@thr=0.5: 0.4754 prec@thr=0.5: 0.6587 recall@top3: 0.6651 prec@top3: 0.6190 recall@top5: 0.8738 prec@top5: 0.5143 loss_action_cls: 0.0190 2022/12/04 12:42:54 - mmengine - INFO - Epoch(train) [5][1680/4451] lr: 7.9750e-02 eta: 2:16:08 time: 0.3264 data_time: 0.0094 memory: 8796 grad_norm: 0.0993 loss: 0.0193 recall@thr=0.5: 0.6852 prec@thr=0.5: 0.9074 recall@top3: 0.8333 prec@top3: 0.6111 recall@top5: 0.9352 prec@top5: 0.4111 loss_action_cls: 0.0193 2022/12/04 12:43:00 - mmengine - INFO - Epoch(train) [5][1700/4451] lr: 7.9679e-02 eta: 2:16:02 time: 0.3266 data_time: 0.0099 memory: 8826 grad_norm: 0.1085 loss: 0.0197 recall@thr=0.5: 0.5865 prec@thr=0.5: 0.6827 recall@top3: 0.7487 prec@top3: 0.5897 recall@top5: 0.9013 prec@top5: 0.4692 loss_action_cls: 0.0197 2022/12/04 12:43:07 - mmengine - INFO - Epoch(train) [5][1720/4451] lr: 7.9608e-02 eta: 2:15:55 time: 0.3255 data_time: 0.0113 memory: 8770 grad_norm: 0.1066 loss: 0.0191 recall@thr=0.5: 0.6574 prec@thr=0.5: 0.8333 recall@top3: 0.7546 prec@top3: 0.6852 recall@top5: 0.9815 prec@top5: 0.5444 loss_action_cls: 0.0191 2022/12/04 12:43:13 - mmengine - INFO - Epoch(train) [5][1740/4451] lr: 7.9537e-02 eta: 2:15:49 time: 0.3269 data_time: 0.0101 memory: 8770 grad_norm: 0.1053 loss: 0.0189 recall@thr=0.5: 0.5746 prec@thr=0.5: 0.7105 recall@top3: 0.6579 prec@top3: 0.7193 recall@top5: 0.8289 prec@top5: 0.5684 loss_action_cls: 0.0189 2022/12/04 12:43:20 - mmengine - INFO - Epoch(train) [5][1760/4451] lr: 7.9466e-02 eta: 2:15:42 time: 0.3263 data_time: 0.0101 memory: 8783 grad_norm: 0.1044 loss: 0.0189 recall@thr=0.5: 0.7414 prec@thr=0.5: 0.6782 recall@top3: 0.8448 prec@top3: 0.5632 recall@top5: 0.9253 prec@top5: 0.3862 loss_action_cls: 0.0189 2022/12/04 12:43:26 - mmengine - INFO - Epoch(train) [5][1780/4451] lr: 7.9394e-02 eta: 2:15:36 time: 0.3265 data_time: 0.0094 memory: 8780 grad_norm: 0.1001 loss: 0.0192 recall@thr=0.5: 0.5725 prec@thr=0.5: 0.6667 recall@top3: 0.7609 prec@top3: 0.6812 recall@top5: 0.8913 prec@top5: 0.4870 loss_action_cls: 0.0192 2022/12/04 12:43:33 - mmengine - INFO - Epoch(train) [5][1800/4451] lr: 7.9323e-02 eta: 2:15:29 time: 0.3264 data_time: 0.0104 memory: 8770 grad_norm: 0.0989 loss: 0.0196 recall@thr=0.5: 0.6852 prec@thr=0.5: 0.7500 recall@top3: 0.8981 prec@top3: 0.7222 recall@top5: 0.9722 prec@top5: 0.4778 loss_action_cls: 0.0196 2022/12/04 12:43:39 - mmengine - INFO - Epoch(train) [5][1820/4451] lr: 7.9251e-02 eta: 2:15:22 time: 0.3261 data_time: 0.0091 memory: 8770 grad_norm: 0.1030 loss: 0.0191 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.9487 recall@top3: 0.8718 prec@top3: 0.4872 recall@top5: 0.9615 prec@top5: 0.3385 loss_action_cls: 0.0191 2022/12/04 12:43:46 - mmengine - INFO - Epoch(train) [5][1840/4451] lr: 7.9180e-02 eta: 2:15:16 time: 0.3257 data_time: 0.0091 memory: 8777 grad_norm: 0.1044 loss: 0.0222 recall@thr=0.5: 0.8509 prec@thr=0.5: 0.7632 recall@top3: 0.9211 prec@top3: 0.5965 recall@top5: 0.9561 prec@top5: 0.3789 loss_action_cls: 0.0222 2022/12/04 12:43:52 - mmengine - INFO - Epoch(train) [5][1860/4451] lr: 7.9108e-02 eta: 2:15:09 time: 0.3269 data_time: 0.0099 memory: 8786 grad_norm: 0.1019 loss: 0.0185 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.7569 recall@top3: 0.8542 prec@top3: 0.7083 recall@top5: 0.9618 prec@top5: 0.4917 loss_action_cls: 0.0185 2022/12/04 12:43:59 - mmengine - INFO - Epoch(train) [5][1880/4451] lr: 7.9036e-02 eta: 2:15:03 time: 0.3268 data_time: 0.0092 memory: 8770 grad_norm: 0.1001 loss: 0.0193 recall@thr=0.5: 0.6775 prec@thr=0.5: 0.7609 recall@top3: 0.8043 prec@top3: 0.6377 recall@top5: 0.9022 prec@top5: 0.4435 loss_action_cls: 0.0193 2022/12/04 12:44:05 - mmengine - INFO - Epoch(train) [5][1900/4451] lr: 7.8964e-02 eta: 2:14:56 time: 0.3279 data_time: 0.0098 memory: 8783 grad_norm: 0.1003 loss: 0.0198 recall@thr=0.5: 0.7061 prec@thr=0.5: 0.7325 recall@top3: 0.9386 prec@top3: 0.6491 recall@top5: 1.0000 prec@top5: 0.4316 loss_action_cls: 0.0198 2022/12/04 12:44:12 - mmengine - INFO - Epoch(train) [5][1920/4451] lr: 7.8892e-02 eta: 2:14:50 time: 0.3253 data_time: 0.0100 memory: 8770 grad_norm: 0.1008 loss: 0.0184 recall@thr=0.5: 0.5985 prec@thr=0.5: 0.8167 recall@top3: 0.7348 prec@top3: 0.6818 recall@top5: 0.8636 prec@top5: 0.4909 loss_action_cls: 0.0184 2022/12/04 12:44:18 - mmengine - INFO - Epoch(train) [5][1940/4451] lr: 7.8820e-02 eta: 2:14:43 time: 0.3273 data_time: 0.0095 memory: 8770 grad_norm: 0.1040 loss: 0.0187 recall@thr=0.5: 0.6852 prec@thr=0.5: 0.7778 recall@top3: 0.9074 prec@top3: 0.6111 recall@top5: 0.9630 prec@top5: 0.4000 loss_action_cls: 0.0187 2022/12/04 12:44:25 - mmengine - INFO - Epoch(train) [5][1960/4451] lr: 7.8748e-02 eta: 2:14:37 time: 0.3273 data_time: 0.0090 memory: 8774 grad_norm: 0.1058 loss: 0.0191 recall@thr=0.5: 0.4928 prec@thr=0.5: 0.6957 recall@top3: 0.7899 prec@top3: 0.6232 recall@top5: 0.8841 prec@top5: 0.4261 loss_action_cls: 0.0191 2022/12/04 12:44:32 - mmengine - INFO - Epoch(train) [5][1980/4451] lr: 7.8676e-02 eta: 2:14:30 time: 0.3262 data_time: 0.0091 memory: 8770 grad_norm: 0.1060 loss: 0.0186 recall@thr=0.5: 0.7821 prec@thr=0.5: 0.8077 recall@top3: 0.8013 prec@top3: 0.7821 recall@top5: 0.9712 prec@top5: 0.5769 loss_action_cls: 0.0186 2022/12/04 12:44:38 - mmengine - INFO - Epoch(train) [5][2000/4451] lr: 7.8604e-02 eta: 2:14:24 time: 0.3242 data_time: 0.0095 memory: 8771 grad_norm: 0.1052 loss: 0.0174 recall@thr=0.5: 0.5714 prec@thr=0.5: 0.8095 recall@top3: 0.8413 prec@top3: 0.6349 recall@top5: 0.9524 prec@top5: 0.4381 loss_action_cls: 0.0174 2022/12/04 12:44:45 - mmengine - INFO - Epoch(train) [5][2020/4451] lr: 7.8531e-02 eta: 2:14:17 time: 0.3258 data_time: 0.0092 memory: 8774 grad_norm: 0.1041 loss: 0.0195 recall@thr=0.5: 0.5606 prec@thr=0.5: 0.8005 recall@top3: 0.8586 prec@top3: 0.6566 recall@top5: 0.9520 prec@top5: 0.4485 loss_action_cls: 0.0195 2022/12/04 12:44:51 - mmengine - INFO - Epoch(train) [5][2040/4451] lr: 7.8459e-02 eta: 2:14:11 time: 0.3248 data_time: 0.0093 memory: 8783 grad_norm: 0.1018 loss: 0.0197 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.6979 recall@top3: 0.7917 prec@top3: 0.6042 recall@top5: 0.9479 prec@top5: 0.4375 loss_action_cls: 0.0197 2022/12/04 12:44:58 - mmengine - INFO - Epoch(train) [5][2060/4451] lr: 7.8386e-02 eta: 2:14:04 time: 0.3272 data_time: 0.0093 memory: 8770 grad_norm: 0.1053 loss: 0.0188 recall@thr=0.5: 0.4325 prec@thr=0.5: 0.5238 recall@top3: 0.8254 prec@top3: 0.5397 recall@top5: 0.9762 prec@top5: 0.3810 loss_action_cls: 0.0188 2022/12/04 12:45:04 - mmengine - INFO - Epoch(train) [5][2080/4451] lr: 7.8314e-02 eta: 2:13:58 time: 0.3271 data_time: 0.0094 memory: 8780 grad_norm: 0.1056 loss: 0.0194 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.6984 recall@top3: 0.7460 prec@top3: 0.4921 recall@top5: 0.8810 prec@top5: 0.3619 loss_action_cls: 0.0194 2022/12/04 12:45:11 - mmengine - INFO - Epoch(train) [5][2100/4451] lr: 7.8241e-02 eta: 2:13:51 time: 0.3253 data_time: 0.0095 memory: 8771 grad_norm: 0.1047 loss: 0.0197 recall@thr=0.5: 0.5931 prec@thr=0.5: 0.6765 recall@top3: 0.7500 prec@top3: 0.5686 recall@top5: 0.8725 prec@top5: 0.4235 loss_action_cls: 0.0197 2022/12/04 12:45:17 - mmengine - INFO - Epoch(train) [5][2120/4451] lr: 7.8168e-02 eta: 2:13:44 time: 0.3250 data_time: 0.0093 memory: 8770 grad_norm: 0.0997 loss: 0.0184 recall@thr=0.5: 0.6795 prec@thr=0.5: 0.8205 recall@top3: 0.7564 prec@top3: 0.4872 recall@top5: 0.9744 prec@top5: 0.3846 loss_action_cls: 0.0184 2022/12/04 12:45:24 - mmengine - INFO - Epoch(train) [5][2140/4451] lr: 7.8095e-02 eta: 2:13:38 time: 0.3262 data_time: 0.0104 memory: 8770 grad_norm: 0.1018 loss: 0.0180 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7500 recall@top3: 0.7917 prec@top3: 0.6500 recall@top5: 0.8583 prec@top5: 0.4300 loss_action_cls: 0.0180 2022/12/04 12:45:30 - mmengine - INFO - Epoch(train) [5][2160/4451] lr: 7.8022e-02 eta: 2:13:31 time: 0.3248 data_time: 0.0092 memory: 8771 grad_norm: 0.1109 loss: 0.0226 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6917 recall@top3: 0.7917 prec@top3: 0.5500 recall@top5: 0.9167 prec@top5: 0.4000 loss_action_cls: 0.0226 2022/12/04 12:45:37 - mmengine - INFO - Epoch(train) [5][2180/4451] lr: 7.7949e-02 eta: 2:13:25 time: 0.3275 data_time: 0.0116 memory: 8796 grad_norm: 0.1024 loss: 0.0179 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.5972 recall@top3: 0.7361 prec@top3: 0.5833 recall@top5: 0.8194 prec@top5: 0.3833 loss_action_cls: 0.0179 2022/12/04 12:45:42 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 12:45:43 - mmengine - INFO - Epoch(train) [5][2200/4451] lr: 7.7876e-02 eta: 2:13:18 time: 0.3248 data_time: 0.0092 memory: 8770 grad_norm: 0.1008 loss: 0.0192 recall@thr=0.5: 0.7255 prec@thr=0.5: 0.6863 recall@top3: 0.9314 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4353 loss_action_cls: 0.0192 2022/12/04 12:45:50 - mmengine - INFO - Epoch(train) [5][2220/4451] lr: 7.7802e-02 eta: 2:13:12 time: 0.3266 data_time: 0.0095 memory: 8770 grad_norm: 0.1068 loss: 0.0195 recall@thr=0.5: 0.6300 prec@thr=0.5: 0.7217 recall@top3: 0.8183 prec@top3: 0.5667 recall@top5: 0.9133 prec@top5: 0.4000 loss_action_cls: 0.0195 2022/12/04 12:45:56 - mmengine - INFO - Epoch(train) [5][2240/4451] lr: 7.7729e-02 eta: 2:13:05 time: 0.3248 data_time: 0.0101 memory: 8771 grad_norm: 0.1035 loss: 0.0181 recall@thr=0.5: 0.5333 prec@thr=0.5: 0.5667 recall@top3: 0.7778 prec@top3: 0.5111 recall@top5: 0.9083 prec@top5: 0.3733 loss_action_cls: 0.0181 2022/12/04 12:46:03 - mmengine - INFO - Epoch(train) [5][2260/4451] lr: 7.7656e-02 eta: 2:12:59 time: 0.3246 data_time: 0.0090 memory: 8771 grad_norm: 0.1044 loss: 0.0189 recall@thr=0.5: 0.4561 prec@thr=0.5: 0.4649 recall@top3: 0.7763 prec@top3: 0.5439 recall@top5: 0.8860 prec@top5: 0.3895 loss_action_cls: 0.0189 2022/12/04 12:46:09 - mmengine - INFO - Epoch(train) [5][2280/4451] lr: 7.7582e-02 eta: 2:12:52 time: 0.3267 data_time: 0.0112 memory: 8770 grad_norm: 0.1039 loss: 0.0182 recall@thr=0.5: 0.7639 prec@thr=0.5: 0.6458 recall@top3: 0.8611 prec@top3: 0.6667 recall@top5: 0.9861 prec@top5: 0.4500 loss_action_cls: 0.0182 2022/12/04 12:46:16 - mmengine - INFO - Epoch(train) [5][2300/4451] lr: 7.7508e-02 eta: 2:12:46 time: 0.3239 data_time: 0.0093 memory: 8770 grad_norm: 0.1105 loss: 0.0194 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.7500 recall@top3: 0.8542 prec@top3: 0.5208 recall@top5: 0.9688 prec@top5: 0.3625 loss_action_cls: 0.0194 2022/12/04 12:46:22 - mmengine - INFO - Epoch(train) [5][2320/4451] lr: 7.7435e-02 eta: 2:12:39 time: 0.3252 data_time: 0.0096 memory: 8774 grad_norm: 0.1052 loss: 0.0191 recall@thr=0.5: 0.5583 prec@thr=0.5: 0.5542 recall@top3: 0.7250 prec@top3: 0.5333 recall@top5: 0.8583 prec@top5: 0.3700 loss_action_cls: 0.0191 2022/12/04 12:46:29 - mmengine - INFO - Epoch(train) [5][2340/4451] lr: 7.7361e-02 eta: 2:12:32 time: 0.3265 data_time: 0.0101 memory: 8770 grad_norm: 0.1059 loss: 0.0180 recall@thr=0.5: 0.3231 prec@thr=0.5: 0.5385 recall@top3: 0.6013 prec@top3: 0.4231 recall@top5: 0.7590 prec@top5: 0.3615 loss_action_cls: 0.0180 2022/12/04 12:46:35 - mmengine - INFO - Epoch(train) [5][2360/4451] lr: 7.7287e-02 eta: 2:12:26 time: 0.3263 data_time: 0.0108 memory: 8770 grad_norm: 0.0991 loss: 0.0193 recall@thr=0.5: 0.6422 prec@thr=0.5: 0.8235 recall@top3: 0.8137 prec@top3: 0.5490 recall@top5: 0.8873 prec@top5: 0.3529 loss_action_cls: 0.0193 2022/12/04 12:46:42 - mmengine - INFO - Epoch(train) [5][2380/4451] lr: 7.7213e-02 eta: 2:12:19 time: 0.3268 data_time: 0.0095 memory: 8796 grad_norm: 0.1077 loss: 0.0208 recall@thr=0.5: 0.5652 prec@thr=0.5: 0.5652 recall@top3: 0.6739 prec@top3: 0.4783 recall@top5: 0.8478 prec@top5: 0.3826 loss_action_cls: 0.0208 2022/12/04 12:46:48 - mmengine - INFO - Epoch(train) [5][2400/4451] lr: 7.7139e-02 eta: 2:12:13 time: 0.3267 data_time: 0.0106 memory: 8780 grad_norm: 0.1053 loss: 0.0184 recall@thr=0.5: 0.6067 prec@thr=0.5: 0.7600 recall@top3: 0.7667 prec@top3: 0.5733 recall@top5: 0.9467 prec@top5: 0.4400 loss_action_cls: 0.0184 2022/12/04 12:46:55 - mmengine - INFO - Epoch(train) [5][2420/4451] lr: 7.7065e-02 eta: 2:12:06 time: 0.3276 data_time: 0.0093 memory: 8770 grad_norm: 0.1055 loss: 0.0191 recall@thr=0.5: 0.7609 prec@thr=0.5: 0.7551 recall@top3: 0.8804 prec@top3: 0.6522 recall@top5: 0.9638 prec@top5: 0.4348 loss_action_cls: 0.0191 2022/12/04 12:47:01 - mmengine - INFO - Epoch(train) [5][2440/4451] lr: 7.6991e-02 eta: 2:12:00 time: 0.3270 data_time: 0.0100 memory: 8790 grad_norm: 0.1037 loss: 0.0194 recall@thr=0.5: 0.6955 prec@thr=0.5: 0.8590 recall@top3: 0.8077 prec@top3: 0.7051 recall@top5: 0.9423 prec@top5: 0.5154 loss_action_cls: 0.0194 2022/12/04 12:47:08 - mmengine - INFO - Epoch(train) [5][2460/4451] lr: 7.6916e-02 eta: 2:11:53 time: 0.3274 data_time: 0.0094 memory: 8786 grad_norm: 0.1015 loss: 0.0187 recall@thr=0.5: 0.6444 prec@thr=0.5: 0.6611 recall@top3: 0.8556 prec@top3: 0.6444 recall@top5: 0.9167 prec@top5: 0.4133 loss_action_cls: 0.0187 2022/12/04 12:47:15 - mmengine - INFO - Epoch(train) [5][2480/4451] lr: 7.6842e-02 eta: 2:11:47 time: 0.3264 data_time: 0.0095 memory: 8774 grad_norm: 0.1030 loss: 0.0175 recall@thr=0.5: 0.9107 prec@thr=0.5: 0.8571 recall@top3: 0.9821 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4143 loss_action_cls: 0.0175 2022/12/04 12:47:21 - mmengine - INFO - Epoch(train) [5][2500/4451] lr: 7.6767e-02 eta: 2:11:40 time: 0.3265 data_time: 0.0108 memory: 8771 grad_norm: 0.1070 loss: 0.0203 recall@thr=0.5: 0.4956 prec@thr=0.5: 0.4912 recall@top3: 0.7061 prec@top3: 0.5263 recall@top5: 0.8947 prec@top5: 0.3789 loss_action_cls: 0.0203 2022/12/04 12:47:28 - mmengine - INFO - Epoch(train) [5][2520/4451] lr: 7.6693e-02 eta: 2:11:34 time: 0.3258 data_time: 0.0091 memory: 8793 grad_norm: 0.1081 loss: 0.0209 recall@thr=0.5: 0.6404 prec@thr=0.5: 0.7018 recall@top3: 0.7763 prec@top3: 0.5263 recall@top5: 0.8684 prec@top5: 0.3684 loss_action_cls: 0.0209 2022/12/04 12:47:34 - mmengine - INFO - Epoch(train) [5][2540/4451] lr: 7.6618e-02 eta: 2:11:27 time: 0.3256 data_time: 0.0094 memory: 8839 grad_norm: 0.0983 loss: 0.0181 recall@thr=0.5: 0.9120 prec@thr=0.5: 0.8611 recall@top3: 0.9676 prec@top3: 0.6481 recall@top5: 0.9815 prec@top5: 0.4000 loss_action_cls: 0.0181 2022/12/04 12:47:41 - mmengine - INFO - Epoch(train) [5][2560/4451] lr: 7.6543e-02 eta: 2:11:21 time: 0.3269 data_time: 0.0094 memory: 8770 grad_norm: 0.1026 loss: 0.0204 recall@thr=0.5: 0.5741 prec@thr=0.5: 0.6296 recall@top3: 0.7778 prec@top3: 0.5185 recall@top5: 0.9074 prec@top5: 0.3778 loss_action_cls: 0.0204 2022/12/04 12:47:47 - mmengine - INFO - Epoch(train) [5][2580/4451] lr: 7.6469e-02 eta: 2:11:14 time: 0.3267 data_time: 0.0096 memory: 8786 grad_norm: 0.1045 loss: 0.0164 recall@thr=0.5: 0.7660 prec@thr=0.5: 0.8846 recall@top3: 0.8462 prec@top3: 0.7179 recall@top5: 0.9808 prec@top5: 0.5154 loss_action_cls: 0.0164 2022/12/04 12:47:54 - mmengine - INFO - Epoch(train) [5][2600/4451] lr: 7.6394e-02 eta: 2:11:08 time: 0.3273 data_time: 0.0094 memory: 8770 grad_norm: 0.1052 loss: 0.0188 recall@thr=0.5: 0.8627 prec@thr=0.5: 0.7647 recall@top3: 0.9804 prec@top3: 0.7451 recall@top5: 1.0000 prec@top5: 0.4588 loss_action_cls: 0.0188 2022/12/04 12:48:00 - mmengine - INFO - Epoch(train) [5][2620/4451] lr: 7.6319e-02 eta: 2:11:01 time: 0.3252 data_time: 0.0110 memory: 8777 grad_norm: 0.1052 loss: 0.0216 recall@thr=0.5: 0.6762 prec@thr=0.5: 0.7302 recall@top3: 0.8071 prec@top3: 0.6508 recall@top5: 0.8857 prec@top5: 0.4571 loss_action_cls: 0.0216 2022/12/04 12:48:07 - mmengine - INFO - Epoch(train) [5][2640/4451] lr: 7.6244e-02 eta: 2:10:55 time: 0.3260 data_time: 0.0096 memory: 8770 grad_norm: 0.0992 loss: 0.0192 recall@thr=0.5: 0.5742 prec@thr=0.5: 0.6742 recall@top3: 0.6932 prec@top3: 0.6515 recall@top5: 0.8697 prec@top5: 0.5091 loss_action_cls: 0.0192 2022/12/04 12:48:13 - mmengine - INFO - Epoch(train) [5][2660/4451] lr: 7.6169e-02 eta: 2:10:48 time: 0.3255 data_time: 0.0092 memory: 8770 grad_norm: 0.1031 loss: 0.0198 recall@thr=0.5: 0.5784 prec@thr=0.5: 0.6765 recall@top3: 0.9216 prec@top3: 0.6863 recall@top5: 0.9804 prec@top5: 0.4471 loss_action_cls: 0.0198 2022/12/04 12:48:20 - mmengine - INFO - Epoch(train) [5][2680/4451] lr: 7.6093e-02 eta: 2:10:42 time: 0.3272 data_time: 0.0112 memory: 8770 grad_norm: 0.1073 loss: 0.0182 recall@thr=0.5: 0.5885 prec@thr=0.5: 0.5635 recall@top3: 0.7917 prec@top3: 0.5833 recall@top5: 0.8385 prec@top5: 0.3750 loss_action_cls: 0.0182 2022/12/04 12:48:26 - mmengine - INFO - Epoch(train) [5][2700/4451] lr: 7.6018e-02 eta: 2:10:35 time: 0.3272 data_time: 0.0100 memory: 8813 grad_norm: 0.1052 loss: 0.0192 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5000 recall@top3: 0.7083 prec@top3: 0.4792 recall@top5: 0.8750 prec@top5: 0.3500 loss_action_cls: 0.0192 2022/12/04 12:48:33 - mmengine - INFO - Epoch(train) [5][2720/4451] lr: 7.5943e-02 eta: 2:10:28 time: 0.3268 data_time: 0.0093 memory: 8780 grad_norm: 0.1031 loss: 0.0186 recall@thr=0.5: 0.5784 prec@thr=0.5: 0.6961 recall@top3: 0.8971 prec@top3: 0.6078 recall@top5: 0.9853 prec@top5: 0.4235 loss_action_cls: 0.0186 2022/12/04 12:48:39 - mmengine - INFO - Epoch(train) [5][2740/4451] lr: 7.5867e-02 eta: 2:10:22 time: 0.3252 data_time: 0.0096 memory: 8771 grad_norm: 0.1006 loss: 0.0182 recall@thr=0.5: 0.6987 prec@thr=0.5: 0.7436 recall@top3: 0.8077 prec@top3: 0.5641 recall@top5: 0.8974 prec@top5: 0.3846 loss_action_cls: 0.0182 2022/12/04 12:48:46 - mmengine - INFO - Epoch(train) [5][2760/4451] lr: 7.5792e-02 eta: 2:10:15 time: 0.3250 data_time: 0.0110 memory: 8777 grad_norm: 0.0983 loss: 0.0202 recall@thr=0.5: 0.6711 prec@thr=0.5: 0.8684 recall@top3: 0.7114 prec@top3: 0.7018 recall@top5: 0.8570 prec@top5: 0.5368 loss_action_cls: 0.0202 2022/12/04 12:48:52 - mmengine - INFO - Epoch(train) [5][2780/4451] lr: 7.5716e-02 eta: 2:10:09 time: 0.3266 data_time: 0.0095 memory: 8770 grad_norm: 0.1011 loss: 0.0187 recall@thr=0.5: 0.5632 prec@thr=0.5: 0.5747 recall@top3: 0.7529 prec@top3: 0.4483 recall@top5: 0.9080 prec@top5: 0.3448 loss_action_cls: 0.0187 2022/12/04 12:48:59 - mmengine - INFO - Epoch(train) [5][2800/4451] lr: 7.5640e-02 eta: 2:10:02 time: 0.3259 data_time: 0.0099 memory: 8829 grad_norm: 0.1065 loss: 0.0190 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8571 recall@top3: 0.8889 prec@top3: 0.6190 recall@top5: 0.9762 prec@top5: 0.4286 loss_action_cls: 0.0190 2022/12/04 12:49:06 - mmengine - INFO - Epoch(train) [5][2820/4451] lr: 7.5565e-02 eta: 2:09:56 time: 0.3282 data_time: 0.0092 memory: 8863 grad_norm: 0.1024 loss: 0.0190 recall@thr=0.5: 0.5996 prec@thr=0.5: 0.8596 recall@top3: 0.7155 prec@top3: 0.7018 recall@top5: 0.8647 prec@top5: 0.5263 loss_action_cls: 0.0190 2022/12/04 12:49:12 - mmengine - INFO - Epoch(train) [5][2840/4451] lr: 7.5489e-02 eta: 2:09:49 time: 0.3256 data_time: 0.0091 memory: 8777 grad_norm: 0.1072 loss: 0.0209 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.6190 recall@top3: 0.6190 prec@top3: 0.5476 recall@top5: 0.9167 prec@top5: 0.4571 loss_action_cls: 0.0209 2022/12/04 12:49:19 - mmengine - INFO - Epoch(train) [5][2860/4451] lr: 7.5413e-02 eta: 2:09:43 time: 0.3269 data_time: 0.0096 memory: 8793 grad_norm: 0.1022 loss: 0.0214 recall@thr=0.5: 0.6630 prec@thr=0.5: 0.7174 recall@top3: 0.8659 prec@top3: 0.5652 recall@top5: 0.9058 prec@top5: 0.3652 loss_action_cls: 0.0214 2022/12/04 12:49:25 - mmengine - INFO - Epoch(train) [5][2880/4451] lr: 7.5337e-02 eta: 2:09:36 time: 0.3262 data_time: 0.0090 memory: 8846 grad_norm: 0.1048 loss: 0.0179 recall@thr=0.5: 0.7649 prec@thr=0.5: 0.8310 recall@top3: 0.8121 prec@top3: 0.6552 recall@top5: 0.9489 prec@top5: 0.4897 loss_action_cls: 0.0179 2022/12/04 12:49:32 - mmengine - INFO - Epoch(train) [5][2900/4451] lr: 7.5261e-02 eta: 2:09:30 time: 0.3268 data_time: 0.0109 memory: 8770 grad_norm: 0.1013 loss: 0.0187 recall@thr=0.5: 0.6607 prec@thr=0.5: 0.7321 recall@top3: 0.7500 prec@top3: 0.5476 recall@top5: 0.8393 prec@top5: 0.3857 loss_action_cls: 0.0187 2022/12/04 12:49:38 - mmengine - INFO - Epoch(train) [5][2920/4451] lr: 7.5184e-02 eta: 2:09:23 time: 0.3264 data_time: 0.0099 memory: 8770 grad_norm: 0.1089 loss: 0.0200 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8877 recall@top3: 0.7790 prec@top3: 0.6087 recall@top5: 0.8986 prec@top5: 0.4348 loss_action_cls: 0.0200 2022/12/04 12:49:45 - mmengine - INFO - Epoch(train) [5][2940/4451] lr: 7.5108e-02 eta: 2:09:17 time: 0.3272 data_time: 0.0095 memory: 8770 grad_norm: 0.0997 loss: 0.0167 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.9062 recall@top3: 0.9062 prec@top3: 0.6875 recall@top5: 0.9375 prec@top5: 0.4375 loss_action_cls: 0.0167 2022/12/04 12:49:51 - mmengine - INFO - Epoch(train) [5][2960/4451] lr: 7.5032e-02 eta: 2:09:10 time: 0.3249 data_time: 0.0091 memory: 8770 grad_norm: 0.1074 loss: 0.0198 recall@thr=0.5: 0.7675 prec@thr=0.5: 0.7982 recall@top3: 0.8202 prec@top3: 0.6316 recall@top5: 0.9386 prec@top5: 0.4526 loss_action_cls: 0.0198 2022/12/04 12:49:58 - mmengine - INFO - Epoch(train) [5][2980/4451] lr: 7.4955e-02 eta: 2:09:04 time: 0.3264 data_time: 0.0093 memory: 8770 grad_norm: 0.0984 loss: 0.0174 recall@thr=0.5: 0.6510 prec@thr=0.5: 0.7292 recall@top3: 0.7865 prec@top3: 0.7083 recall@top5: 0.9375 prec@top5: 0.5125 loss_action_cls: 0.0174 2022/12/04 12:50:04 - mmengine - INFO - Epoch(train) [5][3000/4451] lr: 7.4879e-02 eta: 2:08:57 time: 0.3270 data_time: 0.0102 memory: 8770 grad_norm: 0.1065 loss: 0.0197 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.8833 recall@top3: 0.9000 prec@top3: 0.6333 recall@top5: 0.9667 prec@top5: 0.4100 loss_action_cls: 0.0197 2022/12/04 12:50:11 - mmengine - INFO - Epoch(train) [5][3020/4451] lr: 7.4802e-02 eta: 2:08:51 time: 0.3269 data_time: 0.0097 memory: 8770 grad_norm: 0.1040 loss: 0.0216 recall@thr=0.5: 0.6562 prec@thr=0.5: 0.8750 recall@top3: 0.8750 prec@top3: 0.6042 recall@top5: 0.9792 prec@top5: 0.4250 loss_action_cls: 0.0216 2022/12/04 12:50:17 - mmengine - INFO - Epoch(train) [5][3040/4451] lr: 7.4726e-02 eta: 2:08:44 time: 0.3258 data_time: 0.0097 memory: 8770 grad_norm: 0.1036 loss: 0.0184 recall@thr=0.5: 0.6933 prec@thr=0.5: 0.7933 recall@top3: 0.8933 prec@top3: 0.6000 recall@top5: 0.9900 prec@top5: 0.4080 loss_action_cls: 0.0184 2022/12/04 12:50:24 - mmengine - INFO - Epoch(train) [5][3060/4451] lr: 7.4649e-02 eta: 2:08:37 time: 0.3258 data_time: 0.0100 memory: 8813 grad_norm: 0.1047 loss: 0.0207 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7176 recall@top3: 0.7778 prec@top3: 0.6296 recall@top5: 1.0000 prec@top5: 0.4556 loss_action_cls: 0.0207 2022/12/04 12:50:30 - mmengine - INFO - Epoch(train) [5][3080/4451] lr: 7.4572e-02 eta: 2:08:31 time: 0.3254 data_time: 0.0095 memory: 8819 grad_norm: 0.1081 loss: 0.0190 recall@thr=0.5: 0.6961 prec@thr=0.5: 0.7843 recall@top3: 0.8725 prec@top3: 0.6078 recall@top5: 1.0000 prec@top5: 0.4235 loss_action_cls: 0.0190 2022/12/04 12:50:37 - mmengine - INFO - Epoch(train) [5][3100/4451] lr: 7.4495e-02 eta: 2:08:24 time: 0.3268 data_time: 0.0102 memory: 8799 grad_norm: 0.1036 loss: 0.0216 recall@thr=0.5: 0.6310 prec@thr=0.5: 0.7024 recall@top3: 0.7917 prec@top3: 0.5476 recall@top5: 0.8929 prec@top5: 0.3857 loss_action_cls: 0.0216 2022/12/04 12:50:43 - mmengine - INFO - Epoch(train) [5][3120/4451] lr: 7.4418e-02 eta: 2:08:18 time: 0.3261 data_time: 0.0096 memory: 8770 grad_norm: 0.1021 loss: 0.0190 recall@thr=0.5: 0.5694 prec@thr=0.5: 0.6181 recall@top3: 0.7118 prec@top3: 0.4722 recall@top5: 0.8507 prec@top5: 0.3500 loss_action_cls: 0.0190 2022/12/04 12:50:50 - mmengine - INFO - Epoch(train) [5][3140/4451] lr: 7.4341e-02 eta: 2:08:11 time: 0.3268 data_time: 0.0094 memory: 8790 grad_norm: 0.0998 loss: 0.0195 recall@thr=0.5: 0.6228 prec@thr=0.5: 0.6053 recall@top3: 0.7193 prec@top3: 0.4912 recall@top5: 0.9123 prec@top5: 0.3579 loss_action_cls: 0.0195 2022/12/04 12:50:57 - mmengine - INFO - Epoch(train) [5][3160/4451] lr: 7.4264e-02 eta: 2:08:05 time: 0.3269 data_time: 0.0098 memory: 8777 grad_norm: 0.1031 loss: 0.0183 recall@thr=0.5: 0.4228 prec@thr=0.5: 0.6596 recall@top3: 0.6465 prec@top3: 0.6491 recall@top5: 0.9000 prec@top5: 0.5263 loss_action_cls: 0.0183 2022/12/04 12:51:03 - mmengine - INFO - Epoch(train) [5][3180/4451] lr: 7.4187e-02 eta: 2:07:58 time: 0.3258 data_time: 0.0117 memory: 8793 grad_norm: 0.1058 loss: 0.0197 recall@thr=0.5: 0.4216 prec@thr=0.5: 0.6569 recall@top3: 0.6373 prec@top3: 0.5490 recall@top5: 0.8922 prec@top5: 0.4118 loss_action_cls: 0.0197 2022/12/04 12:51:08 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 12:51:10 - mmengine - INFO - Epoch(train) [5][3200/4451] lr: 7.4110e-02 eta: 2:07:52 time: 0.3259 data_time: 0.0110 memory: 8799 grad_norm: 0.1029 loss: 0.0169 recall@thr=0.5: 0.6389 prec@thr=0.5: 0.7937 recall@top3: 0.8373 prec@top3: 0.6349 recall@top5: 0.9365 prec@top5: 0.4190 loss_action_cls: 0.0169 2022/12/04 12:51:16 - mmengine - INFO - Epoch(train) [5][3220/4451] lr: 7.4032e-02 eta: 2:07:45 time: 0.3274 data_time: 0.0097 memory: 8770 grad_norm: 0.1105 loss: 0.0214 recall@thr=0.5: 0.5953 prec@thr=0.5: 0.8033 recall@top3: 0.6740 prec@top3: 0.8267 recall@top5: 0.8467 prec@top5: 0.6480 loss_action_cls: 0.0214 2022/12/04 12:51:23 - mmengine - INFO - Epoch(train) [5][3240/4451] lr: 7.3955e-02 eta: 2:07:39 time: 0.3264 data_time: 0.0095 memory: 8770 grad_norm: 0.1026 loss: 0.0207 recall@thr=0.5: 0.6618 prec@thr=0.5: 0.7647 recall@top3: 0.7745 prec@top3: 0.6863 recall@top5: 0.9412 prec@top5: 0.5176 loss_action_cls: 0.0207 2022/12/04 12:51:29 - mmengine - INFO - Epoch(train) [5][3260/4451] lr: 7.3878e-02 eta: 2:07:32 time: 0.3266 data_time: 0.0095 memory: 8770 grad_norm: 0.1060 loss: 0.0196 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8542 recall@top3: 0.8854 prec@top3: 0.6667 recall@top5: 0.9688 prec@top5: 0.4500 loss_action_cls: 0.0196 2022/12/04 12:51:36 - mmengine - INFO - Epoch(train) [5][3280/4451] lr: 7.3800e-02 eta: 2:07:26 time: 0.3269 data_time: 0.0098 memory: 8770 grad_norm: 0.1006 loss: 0.0201 recall@thr=0.5: 0.6270 prec@thr=0.5: 0.7143 recall@top3: 0.9484 prec@top3: 0.5397 recall@top5: 0.9762 prec@top5: 0.3429 loss_action_cls: 0.0201 2022/12/04 12:51:42 - mmengine - INFO - Epoch(train) [5][3300/4451] lr: 7.3722e-02 eta: 2:07:19 time: 0.3277 data_time: 0.0130 memory: 8777 grad_norm: 0.1045 loss: 0.0189 recall@thr=0.5: 0.7462 prec@thr=0.5: 0.7500 recall@top3: 0.8864 prec@top3: 0.7121 recall@top5: 0.9470 prec@top5: 0.4727 loss_action_cls: 0.0189 2022/12/04 12:51:49 - mmengine - INFO - Epoch(train) [5][3320/4451] lr: 7.3645e-02 eta: 2:07:13 time: 0.3256 data_time: 0.0091 memory: 8770 grad_norm: 0.1070 loss: 0.0185 recall@thr=0.5: 0.7133 prec@thr=0.5: 0.7258 recall@top3: 0.7833 prec@top3: 0.7500 recall@top5: 0.9300 prec@top5: 0.5500 loss_action_cls: 0.0185 2022/12/04 12:51:55 - mmengine - INFO - Epoch(train) [5][3340/4451] lr: 7.3567e-02 eta: 2:07:06 time: 0.3271 data_time: 0.0094 memory: 8770 grad_norm: 0.1044 loss: 0.0179 recall@thr=0.5: 0.8947 prec@thr=0.5: 0.8070 recall@top3: 0.9474 prec@top3: 0.6140 recall@top5: 1.0000 prec@top5: 0.3895 loss_action_cls: 0.0179 2022/12/04 12:52:02 - mmengine - INFO - Epoch(train) [5][3360/4451] lr: 7.3489e-02 eta: 2:07:00 time: 0.3267 data_time: 0.0093 memory: 8790 grad_norm: 0.1008 loss: 0.0200 recall@thr=0.5: 0.5500 prec@thr=0.5: 0.8182 recall@top3: 0.8167 prec@top3: 0.6818 recall@top5: 0.9614 prec@top5: 0.5182 loss_action_cls: 0.0200 2022/12/04 12:52:08 - mmengine - INFO - Epoch(train) [5][3380/4451] lr: 7.3411e-02 eta: 2:06:53 time: 0.3260 data_time: 0.0094 memory: 8804 grad_norm: 0.0984 loss: 0.0178 recall@thr=0.5: 0.7101 prec@thr=0.5: 0.7101 recall@top3: 0.7754 prec@top3: 0.6812 recall@top5: 0.9783 prec@top5: 0.4957 loss_action_cls: 0.0178 2022/12/04 12:52:15 - mmengine - INFO - Epoch(train) [5][3400/4451] lr: 7.3333e-02 eta: 2:06:47 time: 0.3256 data_time: 0.0099 memory: 8813 grad_norm: 0.1051 loss: 0.0190 recall@thr=0.5: 0.7896 prec@thr=0.5: 0.6458 recall@top3: 0.8708 prec@top3: 0.6042 recall@top5: 0.9719 prec@top5: 0.4250 loss_action_cls: 0.0190 2022/12/04 12:52:21 - mmengine - INFO - Epoch(train) [5][3420/4451] lr: 7.3255e-02 eta: 2:06:40 time: 0.3272 data_time: 0.0092 memory: 8813 grad_norm: 0.1105 loss: 0.0191 recall@thr=0.5: 0.8889 prec@thr=0.5: 0.9259 recall@top3: 0.9167 prec@top3: 0.8333 recall@top5: 0.9444 prec@top5: 0.5222 loss_action_cls: 0.0191 2022/12/04 12:52:28 - mmengine - INFO - Epoch(train) [5][3440/4451] lr: 7.3177e-02 eta: 2:06:33 time: 0.3251 data_time: 0.0088 memory: 8777 grad_norm: 0.1056 loss: 0.0181 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.8444 recall@top3: 0.8444 prec@top3: 0.6667 recall@top5: 0.9333 prec@top5: 0.4400 loss_action_cls: 0.0181 2022/12/04 12:52:34 - mmengine - INFO - Epoch(train) [5][3460/4451] lr: 7.3099e-02 eta: 2:06:27 time: 0.3263 data_time: 0.0094 memory: 8774 grad_norm: 0.1041 loss: 0.0178 recall@thr=0.5: 0.7456 prec@thr=0.5: 0.7719 recall@top3: 0.8684 prec@top3: 0.7018 recall@top5: 0.9298 prec@top5: 0.4632 loss_action_cls: 0.0178 2022/12/04 12:52:41 - mmengine - INFO - Epoch(train) [5][3480/4451] lr: 7.3020e-02 eta: 2:06:20 time: 0.3259 data_time: 0.0097 memory: 8790 grad_norm: 0.1085 loss: 0.0188 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7458 recall@top3: 0.8708 prec@top3: 0.5833 recall@top5: 0.9875 prec@top5: 0.4200 loss_action_cls: 0.0188 2022/12/04 12:52:48 - mmengine - INFO - Epoch(train) [5][3500/4451] lr: 7.2942e-02 eta: 2:06:14 time: 0.3262 data_time: 0.0092 memory: 8770 grad_norm: 0.1083 loss: 0.0211 recall@thr=0.5: 0.5784 prec@thr=0.5: 0.6569 recall@top3: 0.7353 prec@top3: 0.5490 recall@top5: 0.8529 prec@top5: 0.3882 loss_action_cls: 0.0211 2022/12/04 12:52:54 - mmengine - INFO - Epoch(train) [5][3520/4451] lr: 7.2864e-02 eta: 2:06:07 time: 0.3249 data_time: 0.0116 memory: 8770 grad_norm: 0.1036 loss: 0.0200 recall@thr=0.5: 0.4904 prec@thr=0.5: 0.6140 recall@top3: 0.7061 prec@top3: 0.5614 recall@top5: 0.8974 prec@top5: 0.4526 loss_action_cls: 0.0200 2022/12/04 12:53:01 - mmengine - INFO - Epoch(train) [5][3540/4451] lr: 7.2785e-02 eta: 2:06:01 time: 0.3268 data_time: 0.0113 memory: 8793 grad_norm: 0.1065 loss: 0.0187 recall@thr=0.5: 0.6167 prec@thr=0.5: 0.6792 recall@top3: 0.7333 prec@top3: 0.6500 recall@top5: 0.8708 prec@top5: 0.4600 loss_action_cls: 0.0187 2022/12/04 12:53:07 - mmengine - INFO - Epoch(train) [5][3560/4451] lr: 7.2707e-02 eta: 2:05:54 time: 0.3240 data_time: 0.0104 memory: 8799 grad_norm: 0.1048 loss: 0.0178 recall@thr=0.5: 0.8667 prec@thr=0.5: 0.8194 recall@top3: 0.9222 prec@top3: 0.7778 recall@top5: 0.9611 prec@top5: 0.5000 loss_action_cls: 0.0178 2022/12/04 12:53:14 - mmengine - INFO - Epoch(train) [5][3580/4451] lr: 7.2628e-02 eta: 2:05:48 time: 0.3259 data_time: 0.0095 memory: 8770 grad_norm: 0.0966 loss: 0.0179 recall@thr=0.5: 0.7467 prec@thr=0.5: 0.7917 recall@top3: 0.8217 prec@top3: 0.7667 recall@top5: 0.9650 prec@top5: 0.5500 loss_action_cls: 0.0179 2022/12/04 12:53:20 - mmengine - INFO - Epoch(train) [5][3600/4451] lr: 7.2549e-02 eta: 2:05:41 time: 0.3261 data_time: 0.0095 memory: 8777 grad_norm: 0.1059 loss: 0.0200 recall@thr=0.5: 0.6304 prec@thr=0.5: 0.6594 recall@top3: 0.6739 prec@top3: 0.6667 recall@top5: 0.8623 prec@top5: 0.5130 loss_action_cls: 0.0200 2022/12/04 12:53:27 - mmengine - INFO - Epoch(train) [5][3620/4451] lr: 7.2470e-02 eta: 2:05:35 time: 0.3259 data_time: 0.0101 memory: 8770 grad_norm: 0.1014 loss: 0.0191 recall@thr=0.5: 0.6404 prec@thr=0.5: 0.6667 recall@top3: 0.8509 prec@top3: 0.6316 recall@top5: 0.9298 prec@top5: 0.4105 loss_action_cls: 0.0191 2022/12/04 12:53:33 - mmengine - INFO - Epoch(train) [5][3640/4451] lr: 7.2392e-02 eta: 2:05:28 time: 0.3274 data_time: 0.0093 memory: 8770 grad_norm: 0.1005 loss: 0.0195 recall@thr=0.5: 0.6389 prec@thr=0.5: 0.6759 recall@top3: 0.6667 prec@top3: 0.4630 recall@top5: 0.8889 prec@top5: 0.3778 loss_action_cls: 0.0195 2022/12/04 12:53:40 - mmengine - INFO - Epoch(train) [5][3660/4451] lr: 7.2313e-02 eta: 2:05:22 time: 0.3277 data_time: 0.0094 memory: 8770 grad_norm: 0.1062 loss: 0.0201 recall@thr=0.5: 0.6574 prec@thr=0.5: 0.7407 recall@top3: 0.7407 prec@top3: 0.4815 recall@top5: 0.8056 prec@top5: 0.3333 loss_action_cls: 0.0201 2022/12/04 12:53:46 - mmengine - INFO - Epoch(train) [5][3680/4451] lr: 7.2234e-02 eta: 2:05:15 time: 0.3275 data_time: 0.0095 memory: 8770 grad_norm: 0.1007 loss: 0.0187 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.7727 recall@top3: 0.8864 prec@top3: 0.7576 recall@top5: 1.0000 prec@top5: 0.5000 loss_action_cls: 0.0187 2022/12/04 12:53:53 - mmengine - INFO - Epoch(train) [5][3700/4451] lr: 7.2155e-02 eta: 2:05:09 time: 0.3275 data_time: 0.0095 memory: 8790 grad_norm: 0.1019 loss: 0.0194 recall@thr=0.5: 0.6247 prec@thr=0.5: 0.7933 recall@top3: 0.7760 prec@top3: 0.7867 recall@top5: 0.9720 prec@top5: 0.5680 loss_action_cls: 0.0194 2022/12/04 12:53:59 - mmengine - INFO - Epoch(train) [5][3720/4451] lr: 7.2076e-02 eta: 2:05:02 time: 0.3267 data_time: 0.0097 memory: 8793 grad_norm: 0.1029 loss: 0.0181 recall@thr=0.5: 0.5260 prec@thr=0.5: 0.7083 recall@top3: 0.7448 prec@top3: 0.5000 recall@top5: 0.9010 prec@top5: 0.3875 loss_action_cls: 0.0181 2022/12/04 12:54:06 - mmengine - INFO - Epoch(train) [5][3740/4451] lr: 7.1996e-02 eta: 2:04:56 time: 0.3270 data_time: 0.0099 memory: 8777 grad_norm: 0.1051 loss: 0.0185 recall@thr=0.5: 0.7864 prec@thr=0.5: 0.8333 recall@top3: 0.7909 prec@top3: 0.6667 recall@top5: 0.9773 prec@top5: 0.5364 loss_action_cls: 0.0185 2022/12/04 12:54:12 - mmengine - INFO - Epoch(train) [5][3760/4451] lr: 7.1917e-02 eta: 2:04:49 time: 0.3265 data_time: 0.0108 memory: 8790 grad_norm: 0.1031 loss: 0.0197 recall@thr=0.5: 0.7111 prec@thr=0.5: 0.6889 recall@top3: 0.8500 prec@top3: 0.4889 recall@top5: 1.0000 prec@top5: 0.3467 loss_action_cls: 0.0197 2022/12/04 12:54:19 - mmengine - INFO - Epoch(train) [5][3780/4451] lr: 7.1838e-02 eta: 2:04:42 time: 0.3264 data_time: 0.0094 memory: 8774 grad_norm: 0.1022 loss: 0.0183 recall@thr=0.5: 0.8137 prec@thr=0.5: 0.8627 recall@top3: 0.9118 prec@top3: 0.5490 recall@top5: 0.9412 prec@top5: 0.3412 loss_action_cls: 0.0183 2022/12/04 12:54:25 - mmengine - INFO - Epoch(train) [5][3800/4451] lr: 7.1758e-02 eta: 2:04:36 time: 0.3274 data_time: 0.0117 memory: 8793 grad_norm: 0.1089 loss: 0.0192 recall@thr=0.5: 0.7115 prec@thr=0.5: 0.7500 recall@top3: 0.8846 prec@top3: 0.6154 recall@top5: 0.9295 prec@top5: 0.3923 loss_action_cls: 0.0192 2022/12/04 12:54:32 - mmengine - INFO - Epoch(train) [5][3820/4451] lr: 7.1679e-02 eta: 2:04:29 time: 0.3266 data_time: 0.0103 memory: 8770 grad_norm: 0.1045 loss: 0.0175 recall@thr=0.5: 0.6101 prec@thr=0.5: 0.7971 recall@top3: 0.7551 prec@top3: 0.6812 recall@top5: 0.9246 prec@top5: 0.4870 loss_action_cls: 0.0175 2022/12/04 12:54:39 - mmengine - INFO - Epoch(train) [5][3840/4451] lr: 7.1599e-02 eta: 2:04:23 time: 0.3269 data_time: 0.0100 memory: 8774 grad_norm: 0.1081 loss: 0.0191 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.7593 recall@top3: 0.8611 prec@top3: 0.6852 recall@top5: 1.0000 prec@top5: 0.4889 loss_action_cls: 0.0191 2022/12/04 12:54:45 - mmengine - INFO - Epoch(train) [5][3860/4451] lr: 7.1520e-02 eta: 2:04:16 time: 0.3268 data_time: 0.0115 memory: 8770 grad_norm: 0.1074 loss: 0.0196 recall@thr=0.5: 0.6377 prec@thr=0.5: 0.7536 recall@top3: 0.8478 prec@top3: 0.6377 recall@top5: 0.9493 prec@top5: 0.4348 loss_action_cls: 0.0196 2022/12/04 12:54:52 - mmengine - INFO - Epoch(train) [5][3880/4451] lr: 7.1440e-02 eta: 2:04:10 time: 0.3267 data_time: 0.0098 memory: 8786 grad_norm: 0.1038 loss: 0.0181 recall@thr=0.5: 0.7745 prec@thr=0.5: 0.8137 recall@top3: 0.8333 prec@top3: 0.4902 recall@top5: 0.9608 prec@top5: 0.3529 loss_action_cls: 0.0181 2022/12/04 12:54:58 - mmengine - INFO - Epoch(train) [5][3900/4451] lr: 7.1360e-02 eta: 2:04:03 time: 0.3261 data_time: 0.0118 memory: 8777 grad_norm: 0.1003 loss: 0.0203 recall@thr=0.5: 0.6806 prec@thr=0.5: 0.8646 recall@top3: 0.7153 prec@top3: 0.6389 recall@top5: 0.8194 prec@top5: 0.4583 loss_action_cls: 0.0203 2022/12/04 12:55:05 - mmengine - INFO - Epoch(train) [5][3920/4451] lr: 7.1281e-02 eta: 2:03:57 time: 0.3268 data_time: 0.0095 memory: 8770 grad_norm: 0.1059 loss: 0.0198 recall@thr=0.5: 0.4524 prec@thr=0.5: 0.4524 recall@top3: 0.6786 prec@top3: 0.4524 recall@top5: 0.8095 prec@top5: 0.3143 loss_action_cls: 0.0198 2022/12/04 12:55:11 - mmengine - INFO - Epoch(train) [5][3940/4451] lr: 7.1201e-02 eta: 2:03:50 time: 0.3269 data_time: 0.0095 memory: 8774 grad_norm: 0.1013 loss: 0.0196 recall@thr=0.5: 0.5545 prec@thr=0.5: 0.6859 recall@top3: 0.8045 prec@top3: 0.5897 recall@top5: 0.9615 prec@top5: 0.4462 loss_action_cls: 0.0196 2022/12/04 12:55:18 - mmengine - INFO - Epoch(train) [5][3960/4451] lr: 7.1121e-02 eta: 2:03:44 time: 0.3251 data_time: 0.0093 memory: 8796 grad_norm: 0.0988 loss: 0.0177 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.9667 recall@top3: 0.9083 prec@top3: 0.7333 recall@top5: 0.9667 prec@top5: 0.4700 loss_action_cls: 0.0177 2022/12/04 12:55:24 - mmengine - INFO - Epoch(train) [5][3980/4451] lr: 7.1041e-02 eta: 2:03:37 time: 0.3252 data_time: 0.0096 memory: 8786 grad_norm: 0.1053 loss: 0.0204 recall@thr=0.5: 0.5761 prec@thr=0.5: 0.7609 recall@top3: 0.6957 prec@top3: 0.6667 recall@top5: 0.9203 prec@top5: 0.5391 loss_action_cls: 0.0204 2022/12/04 12:55:31 - mmengine - INFO - Epoch(train) [5][4000/4451] lr: 7.0961e-02 eta: 2:03:31 time: 0.3265 data_time: 0.0110 memory: 8770 grad_norm: 0.1023 loss: 0.0185 recall@thr=0.5: 0.4792 prec@thr=0.5: 0.6250 recall@top3: 0.7500 prec@top3: 0.5833 recall@top5: 0.8750 prec@top5: 0.3750 loss_action_cls: 0.0185 2022/12/04 12:55:37 - mmengine - INFO - Epoch(train) [5][4020/4451] lr: 7.0880e-02 eta: 2:03:24 time: 0.3275 data_time: 0.0095 memory: 8770 grad_norm: 0.1063 loss: 0.0193 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7750 recall@top3: 0.8250 prec@top3: 0.6500 recall@top5: 0.9333 prec@top5: 0.4600 loss_action_cls: 0.0193 2022/12/04 12:55:44 - mmengine - INFO - Epoch(train) [5][4040/4451] lr: 7.0800e-02 eta: 2:03:18 time: 0.3261 data_time: 0.0096 memory: 8774 grad_norm: 0.1041 loss: 0.0189 recall@thr=0.5: 0.6410 prec@thr=0.5: 0.7308 recall@top3: 0.8718 prec@top3: 0.7179 recall@top5: 0.9231 prec@top5: 0.4615 loss_action_cls: 0.0189 2022/12/04 12:55:50 - mmengine - INFO - Epoch(train) [5][4060/4451] lr: 7.0720e-02 eta: 2:03:11 time: 0.3270 data_time: 0.0094 memory: 8786 grad_norm: 0.1031 loss: 0.0187 recall@thr=0.5: 0.5778 prec@thr=0.5: 0.6667 recall@top3: 0.8889 prec@top3: 0.5778 recall@top5: 0.8889 prec@top5: 0.3467 loss_action_cls: 0.0187 2022/12/04 12:55:57 - mmengine - INFO - Epoch(train) [5][4080/4451] lr: 7.0640e-02 eta: 2:03:05 time: 0.3258 data_time: 0.0097 memory: 8786 grad_norm: 0.1010 loss: 0.0188 recall@thr=0.5: 0.6713 prec@thr=0.5: 0.6296 recall@top3: 0.8380 prec@top3: 0.6111 recall@top5: 0.9630 prec@top5: 0.4333 loss_action_cls: 0.0188 2022/12/04 12:56:03 - mmengine - INFO - Epoch(train) [5][4100/4451] lr: 7.0559e-02 eta: 2:02:58 time: 0.3266 data_time: 0.0089 memory: 8770 grad_norm: 0.0990 loss: 0.0193 recall@thr=0.5: 0.6019 prec@thr=0.5: 0.7593 recall@top3: 0.7917 prec@top3: 0.7037 recall@top5: 0.9444 prec@top5: 0.5111 loss_action_cls: 0.0193 2022/12/04 12:56:10 - mmengine - INFO - Epoch(train) [5][4120/4451] lr: 7.0479e-02 eta: 2:02:52 time: 0.3263 data_time: 0.0101 memory: 8783 grad_norm: 0.1034 loss: 0.0207 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.7083 recall@top3: 0.7917 prec@top3: 0.6458 recall@top5: 0.9635 prec@top5: 0.5000 loss_action_cls: 0.0207 2022/12/04 12:56:16 - mmengine - INFO - Epoch(train) [5][4140/4451] lr: 7.0398e-02 eta: 2:02:45 time: 0.3258 data_time: 0.0091 memory: 8819 grad_norm: 0.1034 loss: 0.0188 recall@thr=0.5: 0.5455 prec@thr=0.5: 0.7955 recall@top3: 0.8485 prec@top3: 0.6667 recall@top5: 0.9470 prec@top5: 0.4636 loss_action_cls: 0.0188 2022/12/04 12:56:23 - mmengine - INFO - Epoch(train) [5][4160/4451] lr: 7.0318e-02 eta: 2:02:38 time: 0.3265 data_time: 0.0095 memory: 8839 grad_norm: 0.1052 loss: 0.0187 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.9118 recall@top3: 0.8235 prec@top3: 0.6667 recall@top5: 0.9804 prec@top5: 0.4941 loss_action_cls: 0.0187 2022/12/04 12:56:30 - mmengine - INFO - Epoch(train) [5][4180/4451] lr: 7.0237e-02 eta: 2:02:32 time: 0.3270 data_time: 0.0094 memory: 8793 grad_norm: 0.1060 loss: 0.0187 recall@thr=0.5: 0.6056 prec@thr=0.5: 0.7722 recall@top3: 0.7833 prec@top3: 0.5778 recall@top5: 0.9750 prec@top5: 0.4400 loss_action_cls: 0.0187 2022/12/04 12:56:35 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 12:56:36 - mmengine - INFO - Epoch(train) [5][4200/4451] lr: 7.0156e-02 eta: 2:02:25 time: 0.3259 data_time: 0.0107 memory: 8786 grad_norm: 0.1051 loss: 0.0195 recall@thr=0.5: 0.8340 prec@thr=0.5: 0.7847 recall@top3: 0.8799 prec@top3: 0.6944 recall@top5: 0.9792 prec@top5: 0.4917 loss_action_cls: 0.0195 2022/12/04 12:56:43 - mmengine - INFO - Epoch(train) [5][4220/4451] lr: 7.0076e-02 eta: 2:02:19 time: 0.3271 data_time: 0.0094 memory: 8813 grad_norm: 0.1027 loss: 0.0198 recall@thr=0.5: 0.7528 prec@thr=0.5: 0.8889 recall@top3: 0.8667 prec@top3: 0.8000 recall@top5: 0.9833 prec@top5: 0.5600 loss_action_cls: 0.0198 2022/12/04 12:56:49 - mmengine - INFO - Epoch(train) [5][4240/4451] lr: 6.9995e-02 eta: 2:02:12 time: 0.3265 data_time: 0.0094 memory: 8777 grad_norm: 0.1056 loss: 0.0196 recall@thr=0.5: 0.7536 prec@thr=0.5: 0.7971 recall@top3: 0.8478 prec@top3: 0.5652 recall@top5: 0.9493 prec@top5: 0.3913 loss_action_cls: 0.0196 2022/12/04 12:56:56 - mmengine - INFO - Epoch(train) [5][4260/4451] lr: 6.9914e-02 eta: 2:02:06 time: 0.3268 data_time: 0.0096 memory: 8777 grad_norm: 0.1028 loss: 0.0182 recall@thr=0.5: 0.6414 prec@thr=0.5: 0.7742 recall@top3: 0.7726 prec@top3: 0.5699 recall@top5: 0.9113 prec@top5: 0.4323 loss_action_cls: 0.0182 2022/12/04 12:57:02 - mmengine - INFO - Epoch(train) [5][4280/4451] lr: 6.9833e-02 eta: 2:01:59 time: 0.3256 data_time: 0.0101 memory: 8777 grad_norm: 0.1055 loss: 0.0196 recall@thr=0.5: 0.8426 prec@thr=0.5: 0.9167 recall@top3: 0.9630 prec@top3: 0.6296 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0196 2022/12/04 12:57:09 - mmengine - INFO - Epoch(train) [5][4300/4451] lr: 6.9752e-02 eta: 2:01:53 time: 0.3265 data_time: 0.0111 memory: 8771 grad_norm: 0.1062 loss: 0.0207 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.9067 recall@top3: 0.8533 prec@top3: 0.7333 recall@top5: 1.0000 prec@top5: 0.5360 loss_action_cls: 0.0207 2022/12/04 12:57:15 - mmengine - INFO - Epoch(train) [5][4320/4451] lr: 6.9671e-02 eta: 2:01:46 time: 0.3258 data_time: 0.0108 memory: 8829 grad_norm: 0.1047 loss: 0.0192 recall@thr=0.5: 0.6935 prec@thr=0.5: 0.8688 recall@top3: 0.7877 prec@top3: 0.6377 recall@top5: 0.9891 prec@top5: 0.5043 loss_action_cls: 0.0192 2022/12/04 12:57:22 - mmengine - INFO - Epoch(train) [5][4340/4451] lr: 6.9590e-02 eta: 2:01:40 time: 0.3267 data_time: 0.0101 memory: 8770 grad_norm: 0.1001 loss: 0.0184 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.9608 recall@top3: 0.8843 prec@top3: 0.8431 recall@top5: 0.9373 prec@top5: 0.5529 loss_action_cls: 0.0184 2022/12/04 12:57:28 - mmengine - INFO - Epoch(train) [5][4360/4451] lr: 6.9508e-02 eta: 2:01:33 time: 0.3263 data_time: 0.0124 memory: 8786 grad_norm: 0.1008 loss: 0.0189 recall@thr=0.5: 0.7647 prec@thr=0.5: 0.8039 recall@top3: 0.8137 prec@top3: 0.6667 recall@top5: 0.9608 prec@top5: 0.4941 loss_action_cls: 0.0189 2022/12/04 12:57:35 - mmengine - INFO - Epoch(train) [5][4380/4451] lr: 6.9427e-02 eta: 2:01:27 time: 0.3259 data_time: 0.0110 memory: 8783 grad_norm: 0.1017 loss: 0.0175 recall@thr=0.5: 0.5192 prec@thr=0.5: 0.5994 recall@top3: 0.6763 prec@top3: 0.6282 recall@top5: 0.8077 prec@top5: 0.4615 loss_action_cls: 0.0175 2022/12/04 12:57:41 - mmengine - INFO - Epoch(train) [5][4400/4451] lr: 6.9346e-02 eta: 2:01:20 time: 0.3264 data_time: 0.0105 memory: 8770 grad_norm: 0.1002 loss: 0.0206 recall@thr=0.5: 0.8458 prec@thr=0.5: 0.8528 recall@top3: 0.8167 prec@top3: 0.7222 recall@top5: 0.9917 prec@top5: 0.5500 loss_action_cls: 0.0206 2022/12/04 12:57:48 - mmengine - INFO - Epoch(train) [5][4420/4451] lr: 6.9265e-02 eta: 2:01:14 time: 0.3256 data_time: 0.0095 memory: 8770 grad_norm: 0.1051 loss: 0.0193 recall@thr=0.5: 0.7381 prec@thr=0.5: 0.8095 recall@top3: 0.8571 prec@top3: 0.7460 recall@top5: 0.9643 prec@top5: 0.5048 loss_action_cls: 0.0193 2022/12/04 12:57:54 - mmengine - INFO - Epoch(train) [5][4440/4451] lr: 6.9183e-02 eta: 2:01:07 time: 0.3260 data_time: 0.0114 memory: 8770 grad_norm: 0.1042 loss: 0.0189 recall@thr=0.5: 0.8289 prec@thr=0.5: 0.8421 recall@top3: 0.9079 prec@top3: 0.6316 recall@top5: 0.9254 prec@top5: 0.3895 loss_action_cls: 0.0189 2022/12/04 12:57:58 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 12:57:58 - mmengine - INFO - Epoch(train) [5][4451/4451] lr: 6.9138e-02 eta: 2:01:03 time: 0.3208 data_time: 0.0105 memory: 8771 grad_norm: 0.1024 loss: 0.0189 recall@thr=0.5: 0.7844 prec@thr=0.5: 0.8437 recall@top3: 0.8406 prec@top3: 0.7292 recall@top5: 0.9844 prec@top5: 0.5500 loss_action_cls: 0.0189 2022/12/04 12:57:58 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/12/04 12:58:04 - mmengine - INFO - Epoch(val) [5][ 20/6282] eta: 0:04:30 time: 0.0432 data_time: 0.0078 memory: 922 2022/12/04 12:58:04 - mmengine - INFO - Epoch(val) [5][ 40/6282] eta: 0:04:16 time: 0.0391 data_time: 0.0045 memory: 922 2022/12/04 12:58:05 - mmengine - INFO - Epoch(val) [5][ 60/6282] eta: 0:04:10 time: 0.0386 data_time: 0.0044 memory: 922 2022/12/04 12:58:06 - mmengine - INFO - Epoch(val) [5][ 80/6282] eta: 0:04:08 time: 0.0393 data_time: 0.0032 memory: 922 2022/12/04 12:58:07 - mmengine - INFO - Epoch(val) [5][ 100/6282] eta: 0:04:06 time: 0.0395 data_time: 0.0046 memory: 922 2022/12/04 12:58:08 - mmengine - INFO - Epoch(val) [5][ 120/6282] eta: 0:04:13 time: 0.0467 data_time: 0.0058 memory: 993 2022/12/04 12:58:09 - mmengine - INFO - Epoch(val) [5][ 140/6282] eta: 0:04:17 time: 0.0474 data_time: 0.0060 memory: 993 2022/12/04 12:58:10 - mmengine - INFO - Epoch(val) [5][ 160/6282] eta: 0:04:22 time: 0.0489 data_time: 0.0051 memory: 993 2022/12/04 12:58:11 - mmengine - INFO - Epoch(val) [5][ 180/6282] eta: 0:04:28 time: 0.0534 data_time: 0.0051 memory: 993 2022/12/04 12:58:12 - mmengine - INFO - Epoch(val) [5][ 200/6282] eta: 0:04:29 time: 0.0471 data_time: 0.0046 memory: 993 2022/12/04 12:58:12 - mmengine - INFO - Epoch(val) [5][ 220/6282] eta: 0:04:27 time: 0.0415 data_time: 0.0065 memory: 934 2022/12/04 12:58:13 - mmengine - INFO - Epoch(val) [5][ 240/6282] eta: 0:04:27 time: 0.0464 data_time: 0.0092 memory: 934 2022/12/04 12:58:14 - mmengine - INFO - Epoch(val) [5][ 260/6282] eta: 0:04:25 time: 0.0422 data_time: 0.0031 memory: 934 2022/12/04 12:58:15 - mmengine - INFO - Epoch(val) [5][ 280/6282] eta: 0:04:23 time: 0.0425 data_time: 0.0061 memory: 934 2022/12/04 12:58:16 - mmengine - INFO - Epoch(val) [5][ 300/6282] eta: 0:04:24 time: 0.0484 data_time: 0.0075 memory: 993 2022/12/04 12:58:17 - mmengine - INFO - Epoch(val) [5][ 320/6282] eta: 0:04:25 time: 0.0473 data_time: 0.0045 memory: 993 2022/12/04 12:58:18 - mmengine - INFO - Epoch(val) [5][ 340/6282] eta: 0:04:25 time: 0.0496 data_time: 0.0052 memory: 993 2022/12/04 12:58:19 - mmengine - INFO - Epoch(val) [5][ 360/6282] eta: 0:04:27 time: 0.0526 data_time: 0.0077 memory: 993 2022/12/04 12:58:20 - mmengine - INFO - Epoch(val) [5][ 380/6282] eta: 0:04:29 time: 0.0534 data_time: 0.0067 memory: 993 2022/12/04 12:58:21 - mmengine - INFO - Epoch(val) [5][ 400/6282] eta: 0:04:28 time: 0.0464 data_time: 0.0061 memory: 993 2022/12/04 12:58:22 - mmengine - INFO - Epoch(val) [5][ 420/6282] eta: 0:04:27 time: 0.0432 data_time: 0.0046 memory: 938 2022/12/04 12:58:23 - mmengine - INFO - Epoch(val) [5][ 440/6282] eta: 0:04:24 time: 0.0413 data_time: 0.0043 memory: 938 2022/12/04 12:58:24 - mmengine - INFO - Epoch(val) [5][ 460/6282] eta: 0:04:23 time: 0.0443 data_time: 0.0046 memory: 938 2022/12/04 12:58:25 - mmengine - INFO - Epoch(val) [5][ 480/6282] eta: 0:04:22 time: 0.0432 data_time: 0.0062 memory: 938 2022/12/04 12:58:25 - mmengine - INFO - Epoch(val) [5][ 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time: 0.0502 data_time: 0.0057 memory: 931 2022/12/04 12:58:34 - mmengine - INFO - Epoch(val) [5][ 680/6282] eta: 0:04:17 time: 0.0516 data_time: 0.0086 memory: 931 2022/12/04 12:58:35 - mmengine - INFO - Epoch(val) [5][ 700/6282] eta: 0:04:16 time: 0.0457 data_time: 0.0053 memory: 931 2022/12/04 12:58:36 - mmengine - INFO - Epoch(val) [5][ 720/6282] eta: 0:04:15 time: 0.0473 data_time: 0.0045 memory: 993 2022/12/04 12:58:37 - mmengine - INFO - Epoch(val) [5][ 740/6282] eta: 0:04:15 time: 0.0520 data_time: 0.0065 memory: 993 2022/12/04 12:58:38 - mmengine - INFO - Epoch(val) [5][ 760/6282] eta: 0:04:15 time: 0.0533 data_time: 0.0045 memory: 993 2022/12/04 12:58:39 - mmengine - INFO - Epoch(val) [5][ 780/6282] eta: 0:04:15 time: 0.0521 data_time: 0.0054 memory: 993 2022/12/04 12:58:40 - mmengine - INFO - Epoch(val) [5][ 800/6282] eta: 0:04:15 time: 0.0509 data_time: 0.0053 memory: 993 2022/12/04 12:58:41 - mmengine - INFO - Epoch(val) [5][ 820/6282] eta: 0:04:14 time: 0.0471 data_time: 0.0040 memory: 993 2022/12/04 12:58:42 - mmengine - INFO - Epoch(val) [5][ 840/6282] eta: 0:04:13 time: 0.0436 data_time: 0.0038 memory: 934 2022/12/04 12:58:43 - mmengine - INFO - Epoch(val) [5][ 860/6282] eta: 0:04:12 time: 0.0446 data_time: 0.0068 memory: 934 2022/12/04 12:58:44 - mmengine - INFO - Epoch(val) [5][ 880/6282] eta: 0:04:11 time: 0.0461 data_time: 0.0059 memory: 934 2022/12/04 12:58:45 - mmengine - INFO - Epoch(val) [5][ 900/6282] eta: 0:04:10 time: 0.0476 data_time: 0.0045 memory: 934 2022/12/04 12:58:46 - mmengine - INFO - Epoch(val) [5][ 920/6282] eta: 0:04:09 time: 0.0470 data_time: 0.0058 memory: 934 2022/12/04 12:58:47 - mmengine - INFO - Epoch(val) [5][ 940/6282] eta: 0:04:08 time: 0.0440 data_time: 0.0062 memory: 922 2022/12/04 12:58:47 - mmengine - INFO - Epoch(val) [5][ 960/6282] eta: 0:04:06 time: 0.0420 data_time: 0.0055 memory: 922 2022/12/04 12:58:48 - mmengine - INFO - Epoch(val) [5][ 980/6282] eta: 0:04:05 time: 0.0403 data_time: 0.0036 memory: 922 2022/12/04 12:58:49 - mmengine - INFO - Epoch(val) [5][1000/6282] eta: 0:04:03 time: 0.0413 data_time: 0.0040 memory: 922 2022/12/04 12:58:50 - mmengine - INFO - Epoch(val) [5][1020/6282] eta: 0:04:02 time: 0.0428 data_time: 0.0052 memory: 934 2022/12/04 12:58:51 - mmengine - INFO - Epoch(val) [5][1040/6282] eta: 0:04:01 time: 0.0430 data_time: 0.0056 memory: 934 2022/12/04 12:58:52 - mmengine - INFO - Epoch(val) [5][1060/6282] eta: 0:04:00 time: 0.0433 data_time: 0.0046 memory: 934 2022/12/04 12:58:53 - mmengine - INFO - Epoch(val) [5][1080/6282] eta: 0:03:58 time: 0.0443 data_time: 0.0059 memory: 934 2022/12/04 12:58:54 - mmengine - INFO - Epoch(val) [5][1100/6282] eta: 0:03:58 time: 0.0502 data_time: 0.0067 memory: 934 2022/12/04 12:58:55 - mmengine - INFO - Epoch(val) [5][1120/6282] eta: 0:03:57 time: 0.0509 data_time: 0.0099 memory: 934 2022/12/04 12:58:56 - mmengine - INFO - Epoch(val) [5][1140/6282] eta: 0:03:57 time: 0.0517 data_time: 0.0058 memory: 934 2022/12/04 12:58:57 - mmengine - INFO - Epoch(val) [5][1160/6282] eta: 0:03:57 time: 0.0518 data_time: 0.0079 memory: 934 2022/12/04 12:58:58 - mmengine - INFO - Epoch(val) [5][1180/6282] eta: 0:03:56 time: 0.0513 data_time: 0.0079 memory: 934 2022/12/04 12:58:59 - mmengine - INFO - Epoch(val) [5][1200/6282] eta: 0:03:55 time: 0.0461 data_time: 0.0060 memory: 934 2022/12/04 12:59:00 - mmengine - INFO - Epoch(val) [5][1220/6282] eta: 0:03:55 time: 0.0537 data_time: 0.0074 memory: 934 2022/12/04 12:59:01 - mmengine - INFO - Epoch(val) [5][1240/6282] eta: 0:03:55 time: 0.0589 data_time: 0.0098 memory: 993 2022/12/04 12:59:02 - mmengine - INFO - Epoch(val) [5][1260/6282] eta: 0:03:55 time: 0.0629 data_time: 0.0083 memory: 993 2022/12/04 12:59:03 - mmengine - INFO - Epoch(val) [5][1280/6282] eta: 0:03:55 time: 0.0599 data_time: 0.0098 memory: 993 2022/12/04 12:59:05 - mmengine - INFO - Epoch(val) [5][1300/6282] eta: 0:03:56 time: 0.0613 data_time: 0.0063 memory: 993 2022/12/04 12:59:06 - mmengine - INFO - Epoch(val) [5][1320/6282] eta: 0:03:55 time: 0.0496 data_time: 0.0057 memory: 993 2022/12/04 12:59:07 - mmengine - INFO - Epoch(val) [5][1340/6282] eta: 0:03:54 time: 0.0478 data_time: 0.0050 memory: 993 2022/12/04 12:59:08 - mmengine - INFO - Epoch(val) [5][1360/6282] eta: 0:03:53 time: 0.0457 data_time: 0.0047 memory: 993 2022/12/04 12:59:09 - mmengine - INFO - Epoch(val) [5][1380/6282] eta: 0:03:52 time: 0.0494 data_time: 0.0070 memory: 993 2022/12/04 12:59:10 - mmengine - INFO - Epoch(val) [5][1400/6282] eta: 0:03:51 time: 0.0491 data_time: 0.0050 memory: 993 2022/12/04 12:59:10 - mmengine - INFO - Epoch(val) [5][1420/6282] eta: 0:03:50 time: 0.0448 data_time: 0.0041 memory: 993 2022/12/04 12:59:11 - mmengine - INFO - Epoch(val) [5][1440/6282] eta: 0:03:49 time: 0.0435 data_time: 0.0048 memory: 993 2022/12/04 12:59:12 - mmengine - INFO - Epoch(val) [5][1460/6282] eta: 0:03:48 time: 0.0426 data_time: 0.0040 memory: 993 2022/12/04 12:59:13 - mmengine - INFO - Epoch(val) 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eta: 0:03:39 time: 0.0434 data_time: 0.0036 memory: 993 2022/12/04 12:59:22 - mmengine - INFO - Epoch(val) [5][1660/6282] eta: 0:03:38 time: 0.0454 data_time: 0.0052 memory: 993 2022/12/04 12:59:22 - mmengine - INFO - Epoch(val) [5][1680/6282] eta: 0:03:37 time: 0.0450 data_time: 0.0043 memory: 993 2022/12/04 12:59:23 - mmengine - INFO - Epoch(val) [5][1700/6282] eta: 0:03:36 time: 0.0455 data_time: 0.0043 memory: 993 2022/12/04 12:59:24 - mmengine - INFO - Epoch(val) [5][1720/6282] eta: 0:03:35 time: 0.0524 data_time: 0.0084 memory: 993 2022/12/04 12:59:26 - mmengine - INFO - Epoch(val) [5][1740/6282] eta: 0:03:35 time: 0.0614 data_time: 0.0101 memory: 993 2022/12/04 12:59:27 - mmengine - INFO - Epoch(val) [5][1760/6282] eta: 0:03:34 time: 0.0554 data_time: 0.0066 memory: 993 2022/12/04 12:59:28 - mmengine - INFO - Epoch(val) [5][1780/6282] eta: 0:03:34 time: 0.0615 data_time: 0.0101 memory: 993 2022/12/04 12:59:29 - mmengine - INFO - Epoch(val) [5][1800/6282] eta: 0:03:33 time: 0.0543 data_time: 0.0055 memory: 993 2022/12/04 12:59:30 - mmengine - INFO - Epoch(val) [5][1820/6282] eta: 0:03:32 time: 0.0474 data_time: 0.0054 memory: 993 2022/12/04 12:59:31 - mmengine - INFO - Epoch(val) [5][1840/6282] eta: 0:03:32 time: 0.0523 data_time: 0.0043 memory: 993 2022/12/04 12:59:32 - mmengine - INFO - Epoch(val) [5][1860/6282] eta: 0:03:31 time: 0.0525 data_time: 0.0056 memory: 993 2022/12/04 12:59:33 - mmengine - INFO - Epoch(val) [5][1880/6282] eta: 0:03:30 time: 0.0491 data_time: 0.0049 memory: 993 2022/12/04 12:59:34 - mmengine - INFO - Epoch(val) [5][1900/6282] eta: 0:03:29 time: 0.0515 data_time: 0.0058 memory: 993 2022/12/04 12:59:35 - mmengine - INFO - Epoch(val) [5][1920/6282] eta: 0:03:28 time: 0.0502 data_time: 0.0040 memory: 993 2022/12/04 12:59:36 - mmengine - INFO - Epoch(val) [5][1940/6282] eta: 0:03:27 time: 0.0479 data_time: 0.0062 memory: 993 2022/12/04 12:59:37 - mmengine - INFO - Epoch(val) [5][1960/6282] eta: 0:03:26 time: 0.0430 data_time: 0.0042 memory: 938 2022/12/04 12:59:38 - mmengine - INFO - Epoch(val) [5][1980/6282] eta: 0:03:25 time: 0.0400 data_time: 0.0030 memory: 938 2022/12/04 12:59:39 - mmengine - INFO - Epoch(val) [5][2000/6282] eta: 0:03:24 time: 0.0446 data_time: 0.0064 memory: 938 2022/12/04 12:59:40 - mmengine - INFO - Epoch(val) [5][2020/6282] eta: 0:03:23 time: 0.0446 data_time: 0.0066 memory: 938 2022/12/04 12:59:40 - mmengine - INFO - Epoch(val) [5][2040/6282] eta: 0:03:22 time: 0.0414 data_time: 0.0042 memory: 938 2022/12/04 12:59:41 - mmengine - INFO - Epoch(val) [5][2060/6282] eta: 0:03:20 time: 0.0445 data_time: 0.0058 memory: 938 2022/12/04 12:59:42 - mmengine - INFO - Epoch(val) [5][2080/6282] eta: 0:03:19 time: 0.0431 data_time: 0.0056 memory: 938 2022/12/04 12:59:43 - mmengine - INFO - Epoch(val) [5][2100/6282] eta: 0:03:18 time: 0.0442 data_time: 0.0058 memory: 938 2022/12/04 12:59:44 - mmengine - INFO - Epoch(val) [5][2120/6282] eta: 0:03:17 time: 0.0443 data_time: 0.0050 memory: 938 2022/12/04 12:59:45 - mmengine - INFO - Epoch(val) [5][2140/6282] eta: 0:03:16 time: 0.0412 data_time: 0.0043 memory: 938 2022/12/04 12:59:46 - mmengine - INFO - Epoch(val) [5][2160/6282] eta: 0:03:15 time: 0.0409 data_time: 0.0039 memory: 934 2022/12/04 12:59:47 - mmengine - INFO - Epoch(val) [5][2180/6282] eta: 0:03:14 time: 0.0446 data_time: 0.0064 memory: 934 2022/12/04 12:59:47 - mmengine - INFO - Epoch(val) [5][2200/6282] eta: 0:03:13 time: 0.0413 data_time: 0.0050 memory: 934 2022/12/04 12:59:48 - mmengine - INFO - Epoch(val) [5][2220/6282] eta: 0:03:11 time: 0.0427 data_time: 0.0061 memory: 934 2022/12/04 12:59:49 - mmengine - INFO - Epoch(val) [5][2240/6282] eta: 0:03:10 time: 0.0443 data_time: 0.0054 memory: 934 2022/12/04 12:59:50 - mmengine - INFO - Epoch(val) [5][2260/6282] eta: 0:03:09 time: 0.0450 data_time: 0.0057 memory: 938 2022/12/04 12:59:51 - mmengine - INFO - Epoch(val) [5][2280/6282] eta: 0:03:08 time: 0.0455 data_time: 0.0061 memory: 938 2022/12/04 12:59:52 - mmengine - INFO - Epoch(val) [5][2300/6282] eta: 0:03:07 time: 0.0472 data_time: 0.0055 memory: 938 2022/12/04 12:59:53 - mmengine - INFO - Epoch(val) [5][2320/6282] eta: 0:03:06 time: 0.0447 data_time: 0.0063 memory: 938 2022/12/04 12:59:54 - mmengine - INFO - Epoch(val) [5][2340/6282] eta: 0:03:05 time: 0.0425 data_time: 0.0053 memory: 938 2022/12/04 12:59:55 - mmengine - INFO - Epoch(val) [5][2360/6282] eta: 0:03:04 time: 0.0427 data_time: 0.0049 memory: 934 2022/12/04 12:59:55 - mmengine - INFO - Epoch(val) [5][2380/6282] eta: 0:03:03 time: 0.0439 data_time: 0.0050 memory: 934 2022/12/04 12:59:56 - mmengine - INFO - Epoch(val) [5][2400/6282] eta: 0:03:02 time: 0.0452 data_time: 0.0057 memory: 934 2022/12/04 12:59:57 - mmengine - INFO - Epoch(val) [5][2420/6282] eta: 0:03:01 time: 0.0505 data_time: 0.0075 memory: 934 2022/12/04 12:59:58 - mmengine - INFO - Epoch(val) [5][2440/6282] eta: 0:03:01 time: 0.0514 data_time: 0.0077 memory: 934 2022/12/04 13:00:00 - mmengine - INFO - Epoch(val) 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0:02:53 time: 0.0444 data_time: 0.0040 memory: 993 2022/12/04 13:00:08 - mmengine - INFO - Epoch(val) [5][2640/6282] eta: 0:02:52 time: 0.0471 data_time: 0.0062 memory: 993 2022/12/04 13:00:10 - mmengine - INFO - Epoch(val) [5][2660/6282] eta: 0:02:51 time: 0.0538 data_time: 0.0036 memory: 1071 2022/12/04 13:00:11 - mmengine - INFO - Epoch(val) [5][2680/6282] eta: 0:02:50 time: 0.0550 data_time: 0.0059 memory: 1071 2022/12/04 13:00:12 - mmengine - INFO - Epoch(val) [5][2700/6282] eta: 0:02:50 time: 0.0571 data_time: 0.0046 memory: 1071 2022/12/04 13:00:13 - mmengine - INFO - Epoch(val) [5][2720/6282] eta: 0:02:49 time: 0.0586 data_time: 0.0060 memory: 1071 2022/12/04 13:00:14 - mmengine - INFO - Epoch(val) [5][2740/6282] eta: 0:02:48 time: 0.0538 data_time: 0.0042 memory: 1071 2022/12/04 13:00:15 - mmengine - INFO - Epoch(val) [5][2760/6282] eta: 0:02:47 time: 0.0424 data_time: 0.0063 memory: 938 2022/12/04 13:00:16 - mmengine - INFO - Epoch(val) [5][2780/6282] eta: 0:02:46 time: 0.0392 data_time: 0.0046 memory: 938 2022/12/04 13:00:16 - mmengine - INFO - Epoch(val) [5][2800/6282] eta: 0:02:45 time: 0.0375 data_time: 0.0036 memory: 938 2022/12/04 13:00:17 - mmengine - INFO - Epoch(val) [5][2820/6282] eta: 0:02:44 time: 0.0429 data_time: 0.0045 memory: 938 2022/12/04 13:00:18 - mmengine - INFO - Epoch(val) [5][2840/6282] eta: 0:02:43 time: 0.0405 data_time: 0.0051 memory: 938 2022/12/04 13:00:19 - mmengine - INFO - Epoch(val) [5][2860/6282] eta: 0:02:42 time: 0.0481 data_time: 0.0057 memory: 993 2022/12/04 13:00:20 - mmengine - INFO - Epoch(val) [5][2880/6282] eta: 0:02:41 time: 0.0453 data_time: 0.0033 memory: 993 2022/12/04 13:00:21 - mmengine - INFO - Epoch(val) [5][2900/6282] eta: 0:02:40 time: 0.0434 data_time: 0.0045 memory: 993 2022/12/04 13:00:22 - mmengine - INFO - Epoch(val) [5][2920/6282] eta: 0:02:39 time: 0.0411 data_time: 0.0031 memory: 993 2022/12/04 13:00:23 - mmengine - INFO - Epoch(val) [5][2940/6282] eta: 0:02:37 time: 0.0385 data_time: 0.0033 memory: 962 2022/12/04 13:00:23 - mmengine - INFO - Epoch(val) [5][2960/6282] eta: 0:02:36 time: 0.0395 data_time: 0.0034 memory: 962 2022/12/04 13:00:24 - mmengine - INFO - Epoch(val) [5][2980/6282] eta: 0:02:35 time: 0.0421 data_time: 0.0032 memory: 962 2022/12/04 13:00:25 - mmengine - INFO - Epoch(val) [5][3000/6282] eta: 0:02:34 time: 0.0462 data_time: 0.0048 memory: 962 2022/12/04 13:00:26 - mmengine - INFO - Epoch(val) [5][3020/6282] eta: 0:02:33 time: 0.0490 data_time: 0.0050 memory: 993 2022/12/04 13:00:27 - mmengine - INFO - Epoch(val) [5][3040/6282] eta: 0:02:32 time: 0.0451 data_time: 0.0044 memory: 993 2022/12/04 13:00:28 - mmengine - INFO - Epoch(val) [5][3060/6282] eta: 0:02:32 time: 0.0499 data_time: 0.0066 memory: 993 2022/12/04 13:00:29 - mmengine - INFO - Epoch(val) [5][3080/6282] eta: 0:02:31 time: 0.0500 data_time: 0.0054 memory: 993 2022/12/04 13:00:30 - mmengine - INFO - Epoch(val) [5][3100/6282] eta: 0:02:30 time: 0.0458 data_time: 0.0064 memory: 993 2022/12/04 13:00:31 - mmengine - INFO - Epoch(val) [5][3120/6282] eta: 0:02:29 time: 0.0441 data_time: 0.0054 memory: 938 2022/12/04 13:00:32 - mmengine - INFO - Epoch(val) [5][3140/6282] eta: 0:02:28 time: 0.0416 data_time: 0.0035 memory: 938 2022/12/04 13:00:32 - mmengine - INFO - Epoch(val) [5][3160/6282] eta: 0:02:27 time: 0.0410 data_time: 0.0050 memory: 938 2022/12/04 13:00:33 - mmengine - INFO - Epoch(val) [5][3180/6282] eta: 0:02:25 time: 0.0400 data_time: 0.0050 memory: 938 2022/12/04 13:00:34 - mmengine - INFO - Epoch(val) [5][3200/6282] eta: 0:02:24 time: 0.0444 data_time: 0.0052 memory: 993 2022/12/04 13:00:35 - mmengine - INFO - Epoch(val) [5][3220/6282] eta: 0:02:24 time: 0.0455 data_time: 0.0035 memory: 993 2022/12/04 13:00:36 - mmengine - INFO - Epoch(val) [5][3240/6282] eta: 0:02:23 time: 0.0453 data_time: 0.0037 memory: 993 2022/12/04 13:00:37 - mmengine - INFO - Epoch(val) [5][3260/6282] eta: 0:02:22 time: 0.0449 data_time: 0.0043 memory: 993 2022/12/04 13:00:38 - mmengine - INFO - Epoch(val) [5][3280/6282] eta: 0:02:21 time: 0.0476 data_time: 0.0049 memory: 993 2022/12/04 13:00:39 - mmengine - INFO - Epoch(val) [5][3300/6282] eta: 0:02:20 time: 0.0472 data_time: 0.0041 memory: 993 2022/12/04 13:00:40 - mmengine - INFO - Epoch(val) [5][3320/6282] eta: 0:02:19 time: 0.0467 data_time: 0.0039 memory: 993 2022/12/04 13:00:41 - mmengine - INFO - Epoch(val) [5][3340/6282] eta: 0:02:18 time: 0.0489 data_time: 0.0045 memory: 993 2022/12/04 13:00:42 - mmengine - INFO - Epoch(val) [5][3360/6282] eta: 0:02:17 time: 0.0490 data_time: 0.0050 memory: 993 2022/12/04 13:00:43 - mmengine - INFO - Epoch(val) [5][3380/6282] eta: 0:02:16 time: 0.0469 data_time: 0.0057 memory: 993 2022/12/04 13:00:44 - mmengine - INFO - Epoch(val) [5][3400/6282] eta: 0:02:15 time: 0.0420 data_time: 0.0058 memory: 934 2022/12/04 13:00:44 - mmengine - INFO - Epoch(val) [5][3420/6282] eta: 0:02:14 time: 0.0424 data_time: 0.0063 memory: 934 2022/12/04 13:00:45 - mmengine - INFO - Epoch(val) 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0:02:05 time: 0.0459 data_time: 0.0066 memory: 976 2022/12/04 13:00:53 - mmengine - INFO - Epoch(val) [5][3620/6282] eta: 0:02:04 time: 0.0455 data_time: 0.0076 memory: 976 2022/12/04 13:00:54 - mmengine - INFO - Epoch(val) [5][3640/6282] eta: 0:02:03 time: 0.0453 data_time: 0.0053 memory: 976 2022/12/04 13:00:55 - mmengine - INFO - Epoch(val) [5][3660/6282] eta: 0:02:02 time: 0.0447 data_time: 0.0052 memory: 976 2022/12/04 13:00:56 - mmengine - INFO - Epoch(val) [5][3680/6282] eta: 0:02:01 time: 0.0480 data_time: 0.0053 memory: 993 2022/12/04 13:00:57 - mmengine - INFO - Epoch(val) [5][3700/6282] eta: 0:02:00 time: 0.0506 data_time: 0.0059 memory: 993 2022/12/04 13:00:58 - mmengine - INFO - Epoch(val) [5][3720/6282] eta: 0:01:59 time: 0.0520 data_time: 0.0060 memory: 993 2022/12/04 13:00:59 - mmengine - INFO - Epoch(val) [5][3740/6282] eta: 0:01:58 time: 0.0490 data_time: 0.0067 memory: 993 2022/12/04 13:01:00 - mmengine - INFO - Epoch(val) [5][3760/6282] eta: 0:01:58 time: 0.0529 data_time: 0.0065 memory: 993 2022/12/04 13:01:01 - mmengine - INFO - Epoch(val) [5][3780/6282] eta: 0:01:57 time: 0.0492 data_time: 0.0060 memory: 993 2022/12/04 13:01:02 - mmengine - INFO - Epoch(val) [5][3800/6282] eta: 0:01:56 time: 0.0482 data_time: 0.0050 memory: 993 2022/12/04 13:01:03 - mmengine - INFO - Epoch(val) [5][3820/6282] eta: 0:01:55 time: 0.0458 data_time: 0.0061 memory: 993 2022/12/04 13:01:04 - mmengine - INFO - Epoch(val) [5][3840/6282] eta: 0:01:54 time: 0.0473 data_time: 0.0047 memory: 993 2022/12/04 13:01:05 - mmengine - INFO - Epoch(val) [5][3860/6282] eta: 0:01:53 time: 0.0474 data_time: 0.0042 memory: 993 2022/12/04 13:01:06 - mmengine - INFO - Epoch(val) [5][3880/6282] eta: 0:01:52 time: 0.0448 data_time: 0.0042 memory: 993 2022/12/04 13:01:07 - mmengine - INFO - Epoch(val) [5][3900/6282] eta: 0:01:51 time: 0.0473 data_time: 0.0049 memory: 993 2022/12/04 13:01:07 - mmengine - INFO - Epoch(val) [5][3920/6282] eta: 0:01:50 time: 0.0433 data_time: 0.0040 memory: 993 2022/12/04 13:01:08 - mmengine - INFO - Epoch(val) [5][3940/6282] eta: 0:01:49 time: 0.0399 data_time: 0.0034 memory: 993 2022/12/04 13:01:09 - mmengine - INFO - Epoch(val) [5][3960/6282] eta: 0:01:48 time: 0.0405 data_time: 0.0028 memory: 993 2022/12/04 13:01:10 - mmengine - INFO - Epoch(val) [5][3980/6282] eta: 0:01:47 time: 0.0395 data_time: 0.0027 memory: 993 2022/12/04 13:01:11 - mmengine - INFO - Epoch(val) [5][4000/6282] eta: 0:01:46 time: 0.0417 data_time: 0.0034 memory: 993 2022/12/04 13:01:12 - mmengine - INFO - Epoch(val) [5][4020/6282] eta: 0:01:45 time: 0.0415 data_time: 0.0028 memory: 993 2022/12/04 13:01:13 - mmengine - INFO - Epoch(val) [5][4040/6282] eta: 0:01:44 time: 0.0500 data_time: 0.0064 memory: 1071 2022/12/04 13:01:14 - mmengine - INFO - Epoch(val) [5][4060/6282] eta: 0:01:43 time: 0.0520 data_time: 0.0046 memory: 1071 2022/12/04 13:01:15 - mmengine - INFO - Epoch(val) [5][4080/6282] eta: 0:01:42 time: 0.0554 data_time: 0.0059 memory: 1071 2022/12/04 13:01:16 - mmengine - INFO - Epoch(val) [5][4100/6282] eta: 0:01:42 time: 0.0530 data_time: 0.0053 memory: 1071 2022/12/04 13:01:17 - mmengine - INFO - Epoch(val) [5][4120/6282] eta: 0:01:41 time: 0.0564 data_time: 0.0042 memory: 1071 2022/12/04 13:01:18 - mmengine - INFO - Epoch(val) [5][4140/6282] eta: 0:01:40 time: 0.0479 data_time: 0.0043 memory: 1071 2022/12/04 13:01:19 - mmengine - INFO - Epoch(val) [5][4160/6282] eta: 0:01:39 time: 0.0463 data_time: 0.0080 memory: 934 2022/12/04 13:01:20 - mmengine - INFO - Epoch(val) [5][4180/6282] eta: 0:01:38 time: 0.0438 data_time: 0.0054 memory: 934 2022/12/04 13:01:20 - mmengine - INFO - Epoch(val) [5][4200/6282] eta: 0:01:37 time: 0.0408 data_time: 0.0060 memory: 934 2022/12/04 13:01:21 - mmengine - INFO - Epoch(val) [5][4220/6282] eta: 0:01:36 time: 0.0400 data_time: 0.0040 memory: 934 2022/12/04 13:01:22 - mmengine - INFO - Epoch(val) [5][4240/6282] eta: 0:01:35 time: 0.0399 data_time: 0.0039 memory: 934 2022/12/04 13:01:23 - mmengine - INFO - Epoch(val) [5][4260/6282] eta: 0:01:34 time: 0.0402 data_time: 0.0042 memory: 933 2022/12/04 13:01:24 - mmengine - INFO - Epoch(val) [5][4280/6282] eta: 0:01:33 time: 0.0383 data_time: 0.0030 memory: 933 2022/12/04 13:01:25 - mmengine - INFO - Epoch(val) [5][4300/6282] eta: 0:01:32 time: 0.0404 data_time: 0.0046 memory: 933 2022/12/04 13:01:25 - mmengine - INFO - Epoch(val) [5][4320/6282] eta: 0:01:31 time: 0.0388 data_time: 0.0030 memory: 933 2022/12/04 13:01:26 - mmengine - INFO - Epoch(val) [5][4340/6282] eta: 0:01:30 time: 0.0403 data_time: 0.0039 memory: 933 2022/12/04 13:01:27 - mmengine - INFO - Epoch(val) [5][4360/6282] eta: 0:01:29 time: 0.0442 data_time: 0.0047 memory: 993 2022/12/04 13:01:28 - mmengine - INFO - Epoch(val) [5][4380/6282] eta: 0:01:28 time: 0.0454 data_time: 0.0041 memory: 993 2022/12/04 13:01:29 - mmengine - INFO - Epoch(val) [5][4400/6282] eta: 0:01:27 time: 0.0467 data_time: 0.0046 memory: 993 2022/12/04 13:01:30 - mmengine - INFO - Epoch(val) [5][4420/6282] eta: 0:01:26 time: 0.0464 data_time: 0.0043 memory: 993 2022/12/04 13:01:31 - mmengine - INFO - Epoch(val) [5][4440/6282] eta: 0:01:25 time: 0.0478 data_time: 0.0042 memory: 1000 2022/12/04 13:01:32 - mmengine - INFO - Epoch(val) [5][4460/6282] eta: 0:01:24 time: 0.0501 data_time: 0.0049 memory: 1000 2022/12/04 13:01:33 - mmengine - INFO - Epoch(val) [5][4480/6282] eta: 0:01:23 time: 0.0541 data_time: 0.0067 memory: 1000 2022/12/04 13:01:34 - mmengine - INFO - Epoch(val) [5][4500/6282] eta: 0:01:23 time: 0.0479 data_time: 0.0044 memory: 1000 2022/12/04 13:01:35 - mmengine - INFO - Epoch(val) [5][4520/6282] eta: 0:01:22 time: 0.0465 data_time: 0.0053 memory: 1000 2022/12/04 13:01:36 - mmengine - INFO - Epoch(val) [5][4540/6282] eta: 0:01:21 time: 0.0425 data_time: 0.0049 memory: 938 2022/12/04 13:01:36 - mmengine - INFO - Epoch(val) [5][4560/6282] eta: 0:01:20 time: 0.0411 data_time: 0.0053 memory: 938 2022/12/04 13:01:37 - mmengine - INFO - Epoch(val) 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INFO - Epoch(val) [5][5400/6282] eta: 0:00:40 time: 0.0461 data_time: 0.0073 memory: 934 2022/12/04 13:02:15 - mmengine - INFO - Epoch(val) [5][5420/6282] eta: 0:00:39 time: 0.0437 data_time: 0.0044 memory: 934 2022/12/04 13:02:16 - mmengine - INFO - Epoch(val) [5][5440/6282] eta: 0:00:38 time: 0.0415 data_time: 0.0040 memory: 934 2022/12/04 13:02:17 - mmengine - INFO - Epoch(val) [5][5460/6282] eta: 0:00:38 time: 0.0447 data_time: 0.0061 memory: 934 2022/12/04 13:02:18 - mmengine - INFO - Epoch(val) [5][5480/6282] eta: 0:00:37 time: 0.0412 data_time: 0.0047 memory: 934 2022/12/04 13:02:19 - mmengine - INFO - Epoch(val) [5][5500/6282] eta: 0:00:36 time: 0.0431 data_time: 0.0047 memory: 934 2022/12/04 13:02:19 - mmengine - INFO - Epoch(val) [5][5520/6282] eta: 0:00:35 time: 0.0462 data_time: 0.0057 memory: 955 2022/12/04 13:02:20 - mmengine - INFO - Epoch(val) [5][5540/6282] eta: 0:00:34 time: 0.0452 data_time: 0.0056 memory: 955 2022/12/04 13:02:21 - mmengine - INFO - Epoch(val) 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memory: 993 2022/12/04 13:02:43 - mmengine - INFO - Epoch(val) [5][6060/6282] eta: 0:00:10 time: 0.0437 data_time: 0.0034 memory: 993 2022/12/04 13:02:44 - mmengine - INFO - Epoch(val) [5][6080/6282] eta: 0:00:09 time: 0.0447 data_time: 0.0048 memory: 993 2022/12/04 13:02:45 - mmengine - INFO - Epoch(val) [5][6100/6282] eta: 0:00:08 time: 0.0435 data_time: 0.0038 memory: 993 2022/12/04 13:02:46 - mmengine - INFO - Epoch(val) [5][6120/6282] eta: 0:00:07 time: 0.0432 data_time: 0.0038 memory: 993 2022/12/04 13:02:47 - mmengine - INFO - Epoch(val) [5][6140/6282] eta: 0:00:06 time: 0.0452 data_time: 0.0040 memory: 993 2022/12/04 13:02:47 - mmengine - INFO - Epoch(val) [5][6160/6282] eta: 0:00:05 time: 0.0381 data_time: 0.0025 memory: 993 2022/12/04 13:02:48 - mmengine - INFO - Epoch(val) [5][6180/6282] eta: 0:00:04 time: 0.0329 data_time: 0.0016 memory: 993 2022/12/04 13:02:49 - mmengine - INFO - Epoch(val) [5][6200/6282] eta: 0:00:03 time: 0.0327 data_time: 0.0015 memory: 993 2022/12/04 13:02:49 - mmengine - INFO - Epoch(val) [5][6220/6282] eta: 0:00:02 time: 0.0328 data_time: 0.0015 memory: 993 2022/12/04 13:02:50 - mmengine - INFO - Epoch(val) [5][6240/6282] eta: 0:00:01 time: 0.0331 data_time: 0.0016 memory: 993 2022/12/04 13:02:51 - mmengine - INFO - Epoch(val) [5][6260/6282] eta: 0:00:01 time: 0.0326 data_time: 0.0015 memory: 993 2022/12/04 13:02:51 - mmengine - INFO - Epoch(val) [5][6280/6282] eta: 0:00:00 time: 0.0328 data_time: 0.0015 memory: 993 2022/12/04 13:08:09 - mmengine - INFO - Epoch(val) [5][6282/6282] mAP/mAP@0.5IOU: 0.2989 2022/12/04 13:08:09 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/hukai/mmaction2/work_dirs/slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb/best_mAP/mAP@0.5IOU_epoch_4.pth is removed 2022/12/04 13:08:12 - mmengine - INFO - The best checkpoint with 0.2989 mAP/mAP@0.5IOU at 5 epoch is saved to best_mAP/mAP@0.5IOU_epoch_5.pth. 2022/12/04 13:08:19 - mmengine - INFO - Epoch(train) [6][ 20/4451] lr: 6.9057e-02 eta: 2:00:57 time: 0.3489 data_time: 0.0331 memory: 8770 grad_norm: 0.1091 loss: 0.0188 recall@thr=0.5: 0.7609 prec@thr=0.5: 0.7391 recall@top3: 0.8333 prec@top3: 0.5797 recall@top5: 0.8696 prec@top5: 0.3739 loss_action_cls: 0.0188 2022/12/04 13:08:25 - mmengine - INFO - Epoch(train) [6][ 40/4451] lr: 6.8975e-02 eta: 2:00:51 time: 0.3263 data_time: 0.0105 memory: 8839 grad_norm: 0.1047 loss: 0.0168 recall@thr=0.5: 0.6389 prec@thr=0.5: 0.7222 recall@top3: 0.8519 prec@top3: 0.6296 recall@top5: 0.9167 prec@top5: 0.4222 loss_action_cls: 0.0168 2022/12/04 13:08:32 - mmengine - INFO - Epoch(train) [6][ 60/4451] lr: 6.8893e-02 eta: 2:00:44 time: 0.3261 data_time: 0.0106 memory: 8774 grad_norm: 0.1054 loss: 0.0172 recall@thr=0.5: 0.8220 prec@thr=0.5: 0.8561 recall@top3: 0.8295 prec@top3: 0.7121 recall@top5: 0.9659 prec@top5: 0.5182 loss_action_cls: 0.0172 2022/12/04 13:08:38 - mmengine - INFO - Epoch(train) [6][ 80/4451] lr: 6.8812e-02 eta: 2:00:38 time: 0.3273 data_time: 0.0103 memory: 8846 grad_norm: 0.1075 loss: 0.0176 recall@thr=0.5: 0.5642 prec@thr=0.5: 0.6583 recall@top3: 0.6767 prec@top3: 0.4833 recall@top5: 0.9500 prec@top5: 0.4200 loss_action_cls: 0.0176 2022/12/04 13:08:45 - mmengine - INFO - Epoch(train) [6][ 100/4451] lr: 6.8730e-02 eta: 2:00:31 time: 0.3272 data_time: 0.0123 memory: 8770 grad_norm: 0.1065 loss: 0.0173 recall@thr=0.5: 0.5648 prec@thr=0.5: 0.6944 recall@top3: 0.7269 prec@top3: 0.5926 recall@top5: 0.8611 prec@top5: 0.4222 loss_action_cls: 0.0173 2022/12/04 13:08:51 - mmengine - INFO - Epoch(train) [6][ 120/4451] lr: 6.8648e-02 eta: 2:00:25 time: 0.3258 data_time: 0.0097 memory: 8770 grad_norm: 0.1022 loss: 0.0177 recall@thr=0.5: 0.5647 prec@thr=0.5: 0.5686 recall@top3: 0.7765 prec@top3: 0.5294 recall@top5: 0.9804 prec@top5: 0.4353 loss_action_cls: 0.0177 2022/12/04 13:08:58 - mmengine - INFO - Epoch(train) [6][ 140/4451] lr: 6.8566e-02 eta: 2:00:18 time: 0.3278 data_time: 0.0101 memory: 8770 grad_norm: 0.1022 loss: 0.0168 recall@thr=0.5: 0.7275 prec@thr=0.5: 0.8431 recall@top3: 0.8255 prec@top3: 0.6275 recall@top5: 0.9559 prec@top5: 0.4706 loss_action_cls: 0.0168 2022/12/04 13:09:04 - mmengine - INFO - Epoch(train) [6][ 160/4451] lr: 6.8484e-02 eta: 2:00:12 time: 0.3272 data_time: 0.0111 memory: 8826 grad_norm: 0.1076 loss: 0.0191 recall@thr=0.5: 0.6322 prec@thr=0.5: 0.6092 recall@top3: 0.7529 prec@top3: 0.5632 recall@top5: 0.9138 prec@top5: 0.4276 loss_action_cls: 0.0191 2022/12/04 13:09:11 - mmengine - INFO - Epoch(train) [6][ 180/4451] lr: 6.8402e-02 eta: 2:00:05 time: 0.3277 data_time: 0.0106 memory: 8783 grad_norm: 0.1064 loss: 0.0189 recall@thr=0.5: 0.6408 prec@thr=0.5: 0.8500 recall@top3: 0.7825 prec@top3: 0.7667 recall@top5: 0.9567 prec@top5: 0.5600 loss_action_cls: 0.0189 2022/12/04 13:09:17 - mmengine - INFO - Epoch(train) [6][ 200/4451] lr: 6.8320e-02 eta: 1:59:59 time: 0.3259 data_time: 0.0099 memory: 8796 grad_norm: 0.1056 loss: 0.0186 recall@thr=0.5: 0.6481 prec@thr=0.5: 0.8611 recall@top3: 0.7870 prec@top3: 0.6481 recall@top5: 0.9444 prec@top5: 0.4778 loss_action_cls: 0.0186 2022/12/04 13:09:24 - mmengine - INFO - Epoch(train) [6][ 220/4451] lr: 6.8238e-02 eta: 1:59:52 time: 0.3271 data_time: 0.0115 memory: 8819 grad_norm: 0.1092 loss: 0.0185 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7273 recall@top3: 0.8106 prec@top3: 0.6818 recall@top5: 0.9318 prec@top5: 0.4818 loss_action_cls: 0.0185 2022/12/04 13:09:30 - mmengine - INFO - Epoch(train) [6][ 240/4451] lr: 6.8156e-02 eta: 1:59:46 time: 0.3262 data_time: 0.0109 memory: 8790 grad_norm: 0.1061 loss: 0.0194 recall@thr=0.5: 0.8109 prec@thr=0.5: 0.9038 recall@top3: 0.8878 prec@top3: 0.7692 recall@top5: 0.9551 prec@top5: 0.5077 loss_action_cls: 0.0194 2022/12/04 13:09:37 - mmengine - INFO - Epoch(train) [6][ 260/4451] lr: 6.8074e-02 eta: 1:59:39 time: 0.3275 data_time: 0.0099 memory: 8774 grad_norm: 0.1084 loss: 0.0177 recall@thr=0.5: 0.6265 prec@thr=0.5: 0.7099 recall@top3: 0.7840 prec@top3: 0.6173 recall@top5: 0.8765 prec@top5: 0.4370 loss_action_cls: 0.0177 2022/12/04 13:09:44 - mmengine - INFO - Epoch(train) [6][ 280/4451] lr: 6.7991e-02 eta: 1:59:33 time: 0.3271 data_time: 0.0101 memory: 8804 grad_norm: 0.1080 loss: 0.0191 recall@thr=0.5: 0.6377 prec@thr=0.5: 0.6449 recall@top3: 0.7681 prec@top3: 0.5072 recall@top5: 0.9239 prec@top5: 0.3826 loss_action_cls: 0.0191 2022/12/04 13:09:50 - mmengine - INFO - Epoch(train) [6][ 300/4451] lr: 6.7909e-02 eta: 1:59:26 time: 0.3259 data_time: 0.0114 memory: 8804 grad_norm: 0.1094 loss: 0.0186 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7812 recall@top3: 0.8802 prec@top3: 0.6875 recall@top5: 0.9375 prec@top5: 0.4500 loss_action_cls: 0.0186 2022/12/04 13:09:57 - mmengine - INFO - Epoch(train) [6][ 320/4451] lr: 6.7827e-02 eta: 1:59:19 time: 0.3264 data_time: 0.0107 memory: 8780 grad_norm: 0.1026 loss: 0.0189 recall@thr=0.5: 0.5667 prec@thr=0.5: 0.6722 recall@top3: 0.8444 prec@top3: 0.5556 recall@top5: 0.9389 prec@top5: 0.3867 loss_action_cls: 0.0189 2022/12/04 13:10:03 - mmengine - INFO - Epoch(train) [6][ 340/4451] lr: 6.7744e-02 eta: 1:59:13 time: 0.3268 data_time: 0.0099 memory: 8793 grad_norm: 0.1048 loss: 0.0186 recall@thr=0.5: 0.6538 prec@thr=0.5: 0.6667 recall@top3: 0.7949 prec@top3: 0.5385 recall@top5: 0.9744 prec@top5: 0.4000 loss_action_cls: 0.0186 2022/12/04 13:10:10 - mmengine - INFO - Epoch(train) [6][ 360/4451] lr: 6.7662e-02 eta: 1:59:06 time: 0.3263 data_time: 0.0112 memory: 8783 grad_norm: 0.1076 loss: 0.0172 recall@thr=0.5: 0.5985 prec@thr=0.5: 0.6515 recall@top3: 0.7121 prec@top3: 0.5758 recall@top5: 0.9167 prec@top5: 0.4455 loss_action_cls: 0.0172 2022/12/04 13:10:16 - mmengine - INFO - Epoch(train) [6][ 380/4451] lr: 6.7579e-02 eta: 1:59:00 time: 0.3259 data_time: 0.0105 memory: 8770 grad_norm: 0.1078 loss: 0.0182 recall@thr=0.5: 0.6096 prec@thr=0.5: 0.6798 recall@top3: 0.7412 prec@top3: 0.6491 recall@top5: 0.9211 prec@top5: 0.4737 loss_action_cls: 0.0182 2022/12/04 13:10:23 - mmengine - INFO - Epoch(train) [6][ 400/4451] lr: 6.7497e-02 eta: 1:58:53 time: 0.3264 data_time: 0.0106 memory: 8770 grad_norm: 0.1024 loss: 0.0184 recall@thr=0.5: 0.6135 prec@thr=0.5: 0.6508 recall@top3: 0.6437 prec@top3: 0.6508 recall@top5: 0.8254 prec@top5: 0.5333 loss_action_cls: 0.0184 2022/12/04 13:10:29 - mmengine - INFO - Epoch(train) [6][ 420/4451] lr: 6.7414e-02 eta: 1:58:47 time: 0.3253 data_time: 0.0096 memory: 8786 grad_norm: 0.1056 loss: 0.0169 recall@thr=0.5: 0.6607 prec@thr=0.5: 0.7143 recall@top3: 0.8512 prec@top3: 0.6667 recall@top5: 0.9107 prec@top5: 0.4357 loss_action_cls: 0.0169 2022/12/04 13:10:36 - mmengine - INFO - Epoch(train) [6][ 440/4451] lr: 6.7331e-02 eta: 1:58:40 time: 0.3255 data_time: 0.0093 memory: 8774 grad_norm: 0.1018 loss: 0.0180 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7650 recall@top3: 0.8917 prec@top3: 0.7833 recall@top5: 0.9750 prec@top5: 0.5300 loss_action_cls: 0.0180 2022/12/04 13:10:42 - mmengine - INFO - Epoch(train) [6][ 460/4451] lr: 6.7248e-02 eta: 1:58:34 time: 0.3264 data_time: 0.0120 memory: 8770 grad_norm: 0.1025 loss: 0.0167 recall@thr=0.5: 0.6184 prec@thr=0.5: 0.6667 recall@top3: 0.8421 prec@top3: 0.5439 recall@top5: 0.9474 prec@top5: 0.3789 loss_action_cls: 0.0167 2022/12/04 13:10:49 - mmengine - INFO - Epoch(train) [6][ 480/4451] lr: 6.7165e-02 eta: 1:58:27 time: 0.3272 data_time: 0.0097 memory: 8770 grad_norm: 0.1061 loss: 0.0178 recall@thr=0.5: 0.4211 prec@thr=0.5: 0.5702 recall@top3: 0.8070 prec@top3: 0.6140 recall@top5: 0.9737 prec@top5: 0.4526 loss_action_cls: 0.0178 2022/12/04 13:10:55 - mmengine - INFO - Epoch(train) [6][ 500/4451] lr: 6.7083e-02 eta: 1:58:21 time: 0.3263 data_time: 0.0091 memory: 8790 grad_norm: 0.1067 loss: 0.0169 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.7941 recall@top3: 0.8725 prec@top3: 0.7059 recall@top5: 0.9020 prec@top5: 0.4471 loss_action_cls: 0.0169 2022/12/04 13:11:02 - mmengine - INFO - Epoch(train) [6][ 520/4451] lr: 6.7000e-02 eta: 1:58:14 time: 0.3264 data_time: 0.0092 memory: 8786 grad_norm: 0.1040 loss: 0.0173 recall@thr=0.5: 0.7963 prec@thr=0.5: 0.7315 recall@top3: 0.9630 prec@top3: 0.6852 recall@top5: 0.9630 prec@top5: 0.4111 loss_action_cls: 0.0173 2022/12/04 13:11:08 - mmengine - INFO - Epoch(train) [6][ 540/4451] lr: 6.6917e-02 eta: 1:58:08 time: 0.3255 data_time: 0.0100 memory: 8770 grad_norm: 0.1027 loss: 0.0175 recall@thr=0.5: 0.4667 prec@thr=0.5: 0.4917 recall@top3: 0.8750 prec@top3: 0.4667 recall@top5: 1.0000 prec@top5: 0.3400 loss_action_cls: 0.0175 2022/12/04 13:11:15 - mmengine - INFO - Epoch(train) [6][ 560/4451] lr: 6.6834e-02 eta: 1:58:01 time: 0.3258 data_time: 0.0096 memory: 8774 grad_norm: 0.1034 loss: 0.0193 recall@thr=0.5: 0.6933 prec@thr=0.5: 0.7133 recall@top3: 0.8233 prec@top3: 0.7067 recall@top5: 0.9800 prec@top5: 0.5040 loss_action_cls: 0.0193 2022/12/04 13:11:21 - mmengine - INFO - Epoch(train) [6][ 580/4451] lr: 6.6750e-02 eta: 1:57:55 time: 0.3265 data_time: 0.0100 memory: 8770 grad_norm: 0.1123 loss: 0.0196 recall@thr=0.5: 0.6407 prec@thr=0.5: 0.7407 recall@top3: 0.7241 prec@top3: 0.7222 recall@top5: 0.8667 prec@top5: 0.5222 loss_action_cls: 0.0196 2022/12/04 13:11:28 - mmengine - INFO - Epoch(train) [6][ 600/4451] lr: 6.6667e-02 eta: 1:57:48 time: 0.3245 data_time: 0.0103 memory: 8783 grad_norm: 0.1109 loss: 0.0185 recall@thr=0.5: 0.7621 prec@thr=0.5: 0.7045 recall@top3: 0.8197 prec@top3: 0.6970 recall@top5: 0.9583 prec@top5: 0.5182 loss_action_cls: 0.0185 2022/12/04 13:11:34 - mmengine - INFO - Epoch(train) [6][ 620/4451] lr: 6.6584e-02 eta: 1:57:41 time: 0.3264 data_time: 0.0098 memory: 8777 grad_norm: 0.1074 loss: 0.0171 recall@thr=0.5: 0.7315 prec@thr=0.5: 0.8796 recall@top3: 0.8889 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4444 loss_action_cls: 0.0171 2022/12/04 13:11:41 - mmengine - INFO - Epoch(train) [6][ 640/4451] lr: 6.6501e-02 eta: 1:57:35 time: 0.3253 data_time: 0.0109 memory: 8804 grad_norm: 0.1059 loss: 0.0178 recall@thr=0.5: 0.7660 prec@thr=0.5: 0.7628 recall@top3: 0.8301 prec@top3: 0.6538 recall@top5: 0.9391 prec@top5: 0.4615 loss_action_cls: 0.0178 2022/12/04 13:11:48 - mmengine - INFO - Epoch(train) [6][ 660/4451] lr: 6.6418e-02 eta: 1:57:28 time: 0.3270 data_time: 0.0100 memory: 8771 grad_norm: 0.1045 loss: 0.0195 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.6429 recall@top3: 0.8016 prec@top3: 0.5873 recall@top5: 0.8492 prec@top5: 0.3810 loss_action_cls: 0.0195 2022/12/04 13:11:54 - mmengine - INFO - Epoch(train) [6][ 680/4451] lr: 6.6334e-02 eta: 1:57:22 time: 0.3266 data_time: 0.0100 memory: 8846 grad_norm: 0.1050 loss: 0.0175 recall@thr=0.5: 0.7925 prec@thr=0.5: 0.9458 recall@top3: 0.8450 prec@top3: 0.7667 recall@top5: 0.9800 prec@top5: 0.5600 loss_action_cls: 0.0175 2022/12/04 13:12:01 - mmengine - INFO - Epoch(train) [6][ 700/4451] lr: 6.6251e-02 eta: 1:57:15 time: 0.3275 data_time: 0.0131 memory: 8770 grad_norm: 0.1058 loss: 0.0163 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.8000 recall@top3: 0.8500 prec@top3: 0.4333 recall@top5: 1.0000 prec@top5: 0.3000 loss_action_cls: 0.0163 2022/12/04 13:12:07 - mmengine - INFO - Epoch(train) [6][ 720/4451] lr: 6.6167e-02 eta: 1:57:09 time: 0.3244 data_time: 0.0094 memory: 8793 grad_norm: 0.1047 loss: 0.0180 recall@thr=0.5: 0.6953 prec@thr=0.5: 0.7708 recall@top3: 0.8385 prec@top3: 0.6458 recall@top5: 0.9219 prec@top5: 0.4375 loss_action_cls: 0.0180 2022/12/04 13:12:14 - mmengine - INFO - Epoch(train) [6][ 740/4451] lr: 6.6084e-02 eta: 1:57:02 time: 0.3272 data_time: 0.0101 memory: 8774 grad_norm: 0.1025 loss: 0.0186 recall@thr=0.5: 0.9048 prec@thr=0.5: 0.8730 recall@top3: 0.8968 prec@top3: 0.7143 recall@top5: 0.9841 prec@top5: 0.4857 loss_action_cls: 0.0186 2022/12/04 13:12:15 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 13:12:20 - mmengine - INFO - Epoch(train) [6][ 760/4451] lr: 6.6000e-02 eta: 1:56:56 time: 0.3249 data_time: 0.0093 memory: 8770 grad_norm: 0.1013 loss: 0.0170 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.7542 recall@top3: 0.8375 prec@top3: 0.7333 recall@top5: 0.9500 prec@top5: 0.5200 loss_action_cls: 0.0170 2022/12/04 13:12:27 - mmengine - INFO - Epoch(train) [6][ 780/4451] lr: 6.5917e-02 eta: 1:56:49 time: 0.3261 data_time: 0.0097 memory: 8793 grad_norm: 0.1045 loss: 0.0178 recall@thr=0.5: 0.6887 prec@thr=0.5: 0.7887 recall@top3: 0.7780 prec@top3: 0.7143 recall@top5: 0.9060 prec@top5: 0.5071 loss_action_cls: 0.0178 2022/12/04 13:12:33 - mmengine - INFO - Epoch(train) [6][ 800/4451] lr: 6.5833e-02 eta: 1:56:43 time: 0.3270 data_time: 0.0097 memory: 8799 grad_norm: 0.1095 loss: 0.0177 recall@thr=0.5: 0.5958 prec@thr=0.5: 0.7583 recall@top3: 0.7417 prec@top3: 0.6000 recall@top5: 0.9125 prec@top5: 0.4700 loss_action_cls: 0.0177 2022/12/04 13:12:40 - mmengine - INFO - Epoch(train) [6][ 820/4451] lr: 6.5749e-02 eta: 1:56:36 time: 0.3282 data_time: 0.0097 memory: 8770 grad_norm: 0.1074 loss: 0.0187 recall@thr=0.5: 0.6905 prec@thr=0.5: 0.8690 recall@top3: 0.9048 prec@top3: 0.6190 recall@top5: 1.0000 prec@top5: 0.4286 loss_action_cls: 0.0187 2022/12/04 13:12:46 - mmengine - INFO - Epoch(train) [6][ 840/4451] lr: 6.5665e-02 eta: 1:56:30 time: 0.3252 data_time: 0.0108 memory: 8774 grad_norm: 0.1026 loss: 0.0187 recall@thr=0.5: 0.6071 prec@thr=0.5: 0.6429 recall@top3: 0.7897 prec@top3: 0.6508 recall@top5: 0.9762 prec@top5: 0.4857 loss_action_cls: 0.0187 2022/12/04 13:12:53 - mmengine - INFO - Epoch(train) [6][ 860/4451] lr: 6.5582e-02 eta: 1:56:23 time: 0.3271 data_time: 0.0109 memory: 8771 grad_norm: 0.1038 loss: 0.0168 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8833 recall@top3: 0.9583 prec@top3: 0.7667 recall@top5: 1.0000 prec@top5: 0.4900 loss_action_cls: 0.0168 2022/12/04 13:12:59 - mmengine - INFO - Epoch(train) [6][ 880/4451] lr: 6.5498e-02 eta: 1:56:17 time: 0.3270 data_time: 0.0109 memory: 8780 grad_norm: 0.1059 loss: 0.0163 recall@thr=0.5: 0.7817 prec@thr=0.5: 0.8208 recall@top3: 0.8967 prec@top3: 0.6167 recall@top5: 0.9900 prec@top5: 0.4400 loss_action_cls: 0.0163 2022/12/04 13:13:06 - mmengine - INFO - Epoch(train) [6][ 900/4451] lr: 6.5414e-02 eta: 1:56:10 time: 0.3273 data_time: 0.0096 memory: 8793 grad_norm: 0.1019 loss: 0.0163 recall@thr=0.5: 0.9630 prec@thr=0.5: 0.8796 recall@top3: 1.0000 prec@top3: 0.7778 recall@top5: 1.0000 prec@top5: 0.4667 loss_action_cls: 0.0163 2022/12/04 13:13:12 - mmengine - INFO - Epoch(train) [6][ 920/4451] lr: 6.5330e-02 eta: 1:56:04 time: 0.3264 data_time: 0.0094 memory: 8774 grad_norm: 0.1069 loss: 0.0191 recall@thr=0.5: 0.6286 prec@thr=0.5: 0.7262 recall@top3: 0.8429 prec@top3: 0.7619 recall@top5: 0.9254 prec@top5: 0.5238 loss_action_cls: 0.0191 2022/12/04 13:13:19 - mmengine - INFO - Epoch(train) [6][ 940/4451] lr: 6.5246e-02 eta: 1:55:57 time: 0.3275 data_time: 0.0094 memory: 8774 grad_norm: 0.1028 loss: 0.0189 recall@thr=0.5: 0.6477 prec@thr=0.5: 0.6970 recall@top3: 0.7386 prec@top3: 0.5909 recall@top5: 0.8258 prec@top5: 0.4000 loss_action_cls: 0.0189 2022/12/04 13:13:25 - mmengine - INFO - Epoch(train) [6][ 960/4451] lr: 6.5162e-02 eta: 1:55:50 time: 0.3247 data_time: 0.0095 memory: 8780 grad_norm: 0.1033 loss: 0.0181 recall@thr=0.5: 0.7611 prec@thr=0.5: 0.7833 recall@top3: 0.7944 prec@top3: 0.7111 recall@top5: 0.8667 prec@top5: 0.4667 loss_action_cls: 0.0181 2022/12/04 13:13:32 - mmengine - INFO - Epoch(train) [6][ 980/4451] lr: 6.5078e-02 eta: 1:55:44 time: 0.3258 data_time: 0.0099 memory: 8819 grad_norm: 0.1073 loss: 0.0202 recall@thr=0.5: 0.6917 prec@thr=0.5: 0.7667 recall@top3: 0.7429 prec@top3: 0.7262 recall@top5: 0.9196 prec@top5: 0.5571 loss_action_cls: 0.0202 2022/12/04 13:13:39 - mmengine - INFO - Epoch(train) [6][1000/4451] lr: 6.4994e-02 eta: 1:55:37 time: 0.3263 data_time: 0.0091 memory: 8771 grad_norm: 0.1065 loss: 0.0192 recall@thr=0.5: 0.6429 prec@thr=0.5: 0.8492 recall@top3: 0.7540 prec@top3: 0.6984 recall@top5: 0.9762 prec@top5: 0.5143 loss_action_cls: 0.0192 2022/12/04 13:13:45 - mmengine - INFO - Epoch(train) [6][1020/4451] lr: 6.4909e-02 eta: 1:55:31 time: 0.3251 data_time: 0.0096 memory: 8780 grad_norm: 0.1070 loss: 0.0195 recall@thr=0.5: 0.5595 prec@thr=0.5: 0.5952 recall@top3: 0.7262 prec@top3: 0.4762 recall@top5: 0.8571 prec@top5: 0.3571 loss_action_cls: 0.0195 2022/12/04 13:13:52 - mmengine - INFO - Epoch(train) [6][1040/4451] lr: 6.4825e-02 eta: 1:55:24 time: 0.3267 data_time: 0.0103 memory: 8777 grad_norm: 0.1067 loss: 0.0178 recall@thr=0.5: 0.7400 prec@thr=0.5: 0.8333 recall@top3: 0.8200 prec@top3: 0.6267 recall@top5: 0.9267 prec@top5: 0.4240 loss_action_cls: 0.0178 2022/12/04 13:13:58 - mmengine - INFO - Epoch(train) [6][1060/4451] lr: 6.4741e-02 eta: 1:55:18 time: 0.3258 data_time: 0.0096 memory: 8793 grad_norm: 0.1055 loss: 0.0185 recall@thr=0.5: 0.8500 prec@thr=0.5: 0.8000 recall@top3: 0.8500 prec@top3: 0.6000 recall@top5: 0.9500 prec@top5: 0.4100 loss_action_cls: 0.0185 2022/12/04 13:14:05 - mmengine - INFO - Epoch(train) [6][1080/4451] lr: 6.4657e-02 eta: 1:55:11 time: 0.3263 data_time: 0.0099 memory: 8770 grad_norm: 0.1126 loss: 0.0190 recall@thr=0.5: 0.6377 prec@thr=0.5: 0.8116 recall@top3: 0.7319 prec@top3: 0.6957 recall@top5: 0.8333 prec@top5: 0.4783 loss_action_cls: 0.0190 2022/12/04 13:14:11 - mmengine - INFO - Epoch(train) [6][1100/4451] lr: 6.4572e-02 eta: 1:55:05 time: 0.3260 data_time: 0.0100 memory: 8783 grad_norm: 0.1088 loss: 0.0188 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.6542 recall@top3: 0.7500 prec@top3: 0.5833 recall@top5: 0.9000 prec@top5: 0.4200 loss_action_cls: 0.0188 2022/12/04 13:14:18 - mmengine - INFO - Epoch(train) [6][1120/4451] lr: 6.4488e-02 eta: 1:54:58 time: 0.3239 data_time: 0.0097 memory: 8777 grad_norm: 0.1027 loss: 0.0186 recall@thr=0.5: 0.5100 prec@thr=0.5: 0.6250 recall@top3: 0.7200 prec@top3: 0.6167 recall@top5: 0.9217 prec@top5: 0.5100 loss_action_cls: 0.0186 2022/12/04 13:14:24 - mmengine - INFO - Epoch(train) [6][1140/4451] lr: 6.4403e-02 eta: 1:54:52 time: 0.3263 data_time: 0.0100 memory: 8770 grad_norm: 0.1029 loss: 0.0197 recall@thr=0.5: 0.5490 prec@thr=0.5: 0.6471 recall@top3: 0.8235 prec@top3: 0.6078 recall@top5: 0.8725 prec@top5: 0.3882 loss_action_cls: 0.0197 2022/12/04 13:14:31 - mmengine - INFO - Epoch(train) [6][1160/4451] lr: 6.4319e-02 eta: 1:54:45 time: 0.3270 data_time: 0.0094 memory: 8790 grad_norm: 0.1129 loss: 0.0195 recall@thr=0.5: 0.6795 prec@thr=0.5: 0.7692 recall@top3: 0.8590 prec@top3: 0.6154 recall@top5: 0.8974 prec@top5: 0.4000 loss_action_cls: 0.0195 2022/12/04 13:14:37 - mmengine - INFO - Epoch(train) [6][1180/4451] lr: 6.4234e-02 eta: 1:54:39 time: 0.3271 data_time: 0.0098 memory: 8790 grad_norm: 0.1059 loss: 0.0176 recall@thr=0.5: 0.8116 prec@thr=0.5: 0.9275 recall@top3: 0.9058 prec@top3: 0.7681 recall@top5: 0.9565 prec@top5: 0.4957 loss_action_cls: 0.0176 2022/12/04 13:14:44 - mmengine - INFO - Epoch(train) [6][1200/4451] lr: 6.4150e-02 eta: 1:54:32 time: 0.3261 data_time: 0.0098 memory: 8770 grad_norm: 0.1060 loss: 0.0193 recall@thr=0.5: 0.5437 prec@thr=0.5: 0.6270 recall@top3: 0.7817 prec@top3: 0.4921 recall@top5: 0.8651 prec@top5: 0.3333 loss_action_cls: 0.0193 2022/12/04 13:14:50 - mmengine - INFO - Epoch(train) [6][1220/4451] lr: 6.4065e-02 eta: 1:54:26 time: 0.3262 data_time: 0.0094 memory: 8770 grad_norm: 0.1060 loss: 0.0184 recall@thr=0.5: 0.6923 prec@thr=0.5: 0.7628 recall@top3: 0.8974 prec@top3: 0.6410 recall@top5: 0.9615 prec@top5: 0.4231 loss_action_cls: 0.0184 2022/12/04 13:14:57 - mmengine - INFO - Epoch(train) [6][1240/4451] lr: 6.3980e-02 eta: 1:54:19 time: 0.3249 data_time: 0.0092 memory: 8799 grad_norm: 0.1081 loss: 0.0163 recall@thr=0.5: 0.6562 prec@thr=0.5: 0.6875 recall@top3: 0.8125 prec@top3: 0.6042 recall@top5: 0.9375 prec@top5: 0.4250 loss_action_cls: 0.0163 2022/12/04 13:15:03 - mmengine - INFO - Epoch(train) [6][1260/4451] lr: 6.3896e-02 eta: 1:54:12 time: 0.3273 data_time: 0.0094 memory: 8774 grad_norm: 0.1066 loss: 0.0177 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.6722 recall@top3: 0.8778 prec@top3: 0.6000 recall@top5: 0.9333 prec@top5: 0.3867 loss_action_cls: 0.0177 2022/12/04 13:15:10 - mmengine - INFO - Epoch(train) [6][1280/4451] lr: 6.3811e-02 eta: 1:54:06 time: 0.3261 data_time: 0.0097 memory: 8790 grad_norm: 0.1031 loss: 0.0190 recall@thr=0.5: 0.4891 prec@thr=0.5: 0.6449 recall@top3: 0.7319 prec@top3: 0.6232 recall@top5: 0.8333 prec@top5: 0.4435 loss_action_cls: 0.0190 2022/12/04 13:15:16 - mmengine - INFO - Epoch(train) [6][1300/4451] lr: 6.3726e-02 eta: 1:53:59 time: 0.3256 data_time: 0.0101 memory: 8793 grad_norm: 0.1093 loss: 0.0179 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.5833 recall@top3: 0.7315 prec@top3: 0.4630 recall@top5: 0.9444 prec@top5: 0.3778 loss_action_cls: 0.0179 2022/12/04 13:15:23 - mmengine - INFO - Epoch(train) [6][1320/4451] lr: 6.3641e-02 eta: 1:53:53 time: 0.3277 data_time: 0.0100 memory: 8770 grad_norm: 0.1055 loss: 0.0186 recall@thr=0.5: 0.7822 prec@thr=0.5: 0.8356 recall@top3: 0.7822 prec@top3: 0.5556 recall@top5: 0.9600 prec@top5: 0.4533 loss_action_cls: 0.0186 2022/12/04 13:15:29 - mmengine - INFO - Epoch(train) [6][1340/4451] lr: 6.3556e-02 eta: 1:53:46 time: 0.3267 data_time: 0.0095 memory: 8780 grad_norm: 0.1091 loss: 0.0195 recall@thr=0.5: 0.5096 prec@thr=0.5: 0.6987 recall@top3: 0.6442 prec@top3: 0.6538 recall@top5: 0.8141 prec@top5: 0.5154 loss_action_cls: 0.0195 2022/12/04 13:15:36 - mmengine - INFO - Epoch(train) [6][1360/4451] lr: 6.3471e-02 eta: 1:53:40 time: 0.3272 data_time: 0.0095 memory: 8770 grad_norm: 0.1067 loss: 0.0166 recall@thr=0.5: 0.8087 prec@thr=0.5: 0.8696 recall@top3: 0.8630 prec@top3: 0.6232 recall@top5: 0.9478 prec@top5: 0.4348 loss_action_cls: 0.0166 2022/12/04 13:15:42 - mmengine - INFO - Epoch(train) [6][1380/4451] lr: 6.3386e-02 eta: 1:53:33 time: 0.3251 data_time: 0.0101 memory: 8804 grad_norm: 0.1104 loss: 0.0181 recall@thr=0.5: 0.9649 prec@thr=0.5: 0.9430 recall@top3: 0.9649 prec@top3: 0.8421 recall@top5: 1.0000 prec@top5: 0.5263 loss_action_cls: 0.0181 2022/12/04 13:15:49 - mmengine - INFO - Epoch(train) [6][1400/4451] lr: 6.3301e-02 eta: 1:53:27 time: 0.3260 data_time: 0.0092 memory: 8783 grad_norm: 0.1038 loss: 0.0186 recall@thr=0.5: 0.6742 prec@thr=0.5: 0.8258 recall@top3: 0.7917 prec@top3: 0.6515 recall@top5: 0.9167 prec@top5: 0.4727 loss_action_cls: 0.0186 2022/12/04 13:15:56 - mmengine - INFO - Epoch(train) [6][1420/4451] lr: 6.3216e-02 eta: 1:53:20 time: 0.3276 data_time: 0.0114 memory: 8790 grad_norm: 0.1025 loss: 0.0182 recall@thr=0.5: 0.5333 prec@thr=0.5: 0.7600 recall@top3: 0.8100 prec@top3: 0.6267 recall@top5: 1.0000 prec@top5: 0.4560 loss_action_cls: 0.0182 2022/12/04 13:16:02 - mmengine - INFO - Epoch(train) [6][1440/4451] lr: 6.3131e-02 eta: 1:53:14 time: 0.3277 data_time: 0.0091 memory: 8770 grad_norm: 0.1050 loss: 0.0189 recall@thr=0.5: 0.7267 prec@thr=0.5: 0.8233 recall@top3: 0.8200 prec@top3: 0.5467 recall@top5: 0.9467 prec@top5: 0.3840 loss_action_cls: 0.0189 2022/12/04 13:16:09 - mmengine - INFO - Epoch(train) [6][1460/4451] lr: 6.3046e-02 eta: 1:53:07 time: 0.3264 data_time: 0.0094 memory: 8770 grad_norm: 0.1082 loss: 0.0204 recall@thr=0.5: 0.3736 prec@thr=0.5: 0.5805 recall@top3: 0.6753 prec@top3: 0.5862 recall@top5: 0.9684 prec@top5: 0.5310 loss_action_cls: 0.0204 2022/12/04 13:16:15 - mmengine - INFO - Epoch(train) [6][1480/4451] lr: 6.2961e-02 eta: 1:53:01 time: 0.3272 data_time: 0.0093 memory: 8796 grad_norm: 0.1071 loss: 0.0205 recall@thr=0.5: 0.7683 prec@thr=0.5: 0.8008 recall@top3: 0.7683 prec@top3: 0.6333 recall@top5: 0.9050 prec@top5: 0.4700 loss_action_cls: 0.0205 2022/12/04 13:16:22 - mmengine - INFO - Epoch(train) [6][1500/4451] lr: 6.2876e-02 eta: 1:52:54 time: 0.3264 data_time: 0.0093 memory: 8774 grad_norm: 0.1071 loss: 0.0187 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7500 recall@top3: 0.9167 prec@top3: 0.5667 recall@top5: 0.9167 prec@top5: 0.3400 loss_action_cls: 0.0187 2022/12/04 13:16:28 - mmengine - INFO - Epoch(train) [6][1520/4451] lr: 6.2790e-02 eta: 1:52:48 time: 0.3263 data_time: 0.0094 memory: 8770 grad_norm: 0.1080 loss: 0.0181 recall@thr=0.5: 0.6356 prec@thr=0.5: 0.7333 recall@top3: 0.7244 prec@top3: 0.6222 recall@top5: 0.9111 prec@top5: 0.5067 loss_action_cls: 0.0181 2022/12/04 13:16:35 - mmengine - INFO - Epoch(train) [6][1540/4451] lr: 6.2705e-02 eta: 1:52:41 time: 0.3261 data_time: 0.0092 memory: 8777 grad_norm: 0.1064 loss: 0.0175 recall@thr=0.5: 0.7841 prec@thr=0.5: 0.8261 recall@top3: 0.9290 prec@top3: 0.6667 recall@top5: 0.9739 prec@top5: 0.4261 loss_action_cls: 0.0175 2022/12/04 13:16:41 - mmengine - INFO - Epoch(train) [6][1560/4451] lr: 6.2620e-02 eta: 1:52:35 time: 0.3269 data_time: 0.0092 memory: 8770 grad_norm: 0.1063 loss: 0.0183 recall@thr=0.5: 0.6400 prec@thr=0.5: 0.6733 recall@top3: 0.7467 prec@top3: 0.5733 recall@top5: 0.9000 prec@top5: 0.4160 loss_action_cls: 0.0183 2022/12/04 13:16:48 - mmengine - INFO - Epoch(train) [6][1580/4451] lr: 6.2534e-02 eta: 1:52:28 time: 0.3261 data_time: 0.0093 memory: 8770 grad_norm: 0.1110 loss: 0.0184 recall@thr=0.5: 0.6236 prec@thr=0.5: 0.7276 recall@top3: 0.7615 prec@top3: 0.5632 recall@top5: 0.9828 prec@top5: 0.4552 loss_action_cls: 0.0184 2022/12/04 13:16:54 - mmengine - INFO - Epoch(train) [6][1600/4451] lr: 6.2449e-02 eta: 1:52:21 time: 0.3260 data_time: 0.0094 memory: 8783 grad_norm: 0.1059 loss: 0.0173 recall@thr=0.5: 0.7576 prec@thr=0.5: 0.7652 recall@top3: 0.8485 prec@top3: 0.6212 recall@top5: 0.8636 prec@top5: 0.3818 loss_action_cls: 0.0173 2022/12/04 13:17:01 - mmengine - INFO - Epoch(train) [6][1620/4451] lr: 6.2363e-02 eta: 1:52:15 time: 0.3251 data_time: 0.0092 memory: 8770 grad_norm: 0.1029 loss: 0.0164 recall@thr=0.5: 0.8529 prec@thr=0.5: 0.8725 recall@top3: 0.9706 prec@top3: 0.5686 recall@top5: 1.0000 prec@top5: 0.3647 loss_action_cls: 0.0164 2022/12/04 13:17:07 - mmengine - INFO - Epoch(train) [6][1640/4451] lr: 6.2278e-02 eta: 1:52:08 time: 0.3262 data_time: 0.0101 memory: 8770 grad_norm: 0.1076 loss: 0.0179 recall@thr=0.5: 0.8810 prec@thr=0.5: 0.7778 recall@top3: 0.8968 prec@top3: 0.4762 recall@top5: 0.9444 prec@top5: 0.3143 loss_action_cls: 0.0179 2022/12/04 13:17:14 - mmengine - INFO - Epoch(train) [6][1660/4451] lr: 6.2192e-02 eta: 1:52:02 time: 0.3260 data_time: 0.0094 memory: 8819 grad_norm: 0.1058 loss: 0.0170 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8785 recall@top3: 0.9097 prec@top3: 0.7222 recall@top5: 0.9514 prec@top5: 0.4583 loss_action_cls: 0.0170 2022/12/04 13:17:20 - mmengine - INFO - Epoch(train) [6][1680/4451] lr: 6.2107e-02 eta: 1:51:55 time: 0.3264 data_time: 0.0096 memory: 8777 grad_norm: 0.1108 loss: 0.0187 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7424 recall@top3: 0.8106 prec@top3: 0.5758 recall@top5: 0.8788 prec@top5: 0.3909 loss_action_cls: 0.0187 2022/12/04 13:17:27 - mmengine - INFO - Epoch(train) [6][1700/4451] lr: 6.2021e-02 eta: 1:51:49 time: 0.3272 data_time: 0.0096 memory: 8799 grad_norm: 0.1098 loss: 0.0191 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.6500 recall@top3: 0.7125 prec@top3: 0.5000 recall@top5: 0.9167 prec@top5: 0.4100 loss_action_cls: 0.0191 2022/12/04 13:17:34 - mmengine - INFO - Epoch(train) [6][1720/4451] lr: 6.1935e-02 eta: 1:51:42 time: 0.3266 data_time: 0.0094 memory: 8777 grad_norm: 0.1073 loss: 0.0184 recall@thr=0.5: 0.6771 prec@thr=0.5: 0.8854 recall@top3: 0.8958 prec@top3: 0.7500 recall@top5: 0.9792 prec@top5: 0.5000 loss_action_cls: 0.0184 2022/12/04 13:17:40 - mmengine - INFO - Epoch(train) [6][1740/4451] lr: 6.1850e-02 eta: 1:51:36 time: 0.3254 data_time: 0.0105 memory: 8790 grad_norm: 0.1046 loss: 0.0171 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.8042 recall@top3: 0.7792 prec@top3: 0.6667 recall@top5: 0.8917 prec@top5: 0.4600 loss_action_cls: 0.0171 2022/12/04 13:17:42 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 13:17:47 - mmengine - INFO - Epoch(train) [6][1760/4451] lr: 6.1764e-02 eta: 1:51:29 time: 0.3265 data_time: 0.0097 memory: 8770 grad_norm: 0.1080 loss: 0.0191 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7417 recall@top3: 0.8333 prec@top3: 0.5333 recall@top5: 0.8833 prec@top5: 0.3400 loss_action_cls: 0.0191 2022/12/04 13:17:53 - mmengine - INFO - Epoch(train) [6][1780/4451] lr: 6.1678e-02 eta: 1:51:23 time: 0.3279 data_time: 0.0092 memory: 8770 grad_norm: 0.1036 loss: 0.0170 recall@thr=0.5: 0.5521 prec@thr=0.5: 0.7812 recall@top3: 0.6875 prec@top3: 0.5417 recall@top5: 0.8333 prec@top5: 0.4000 loss_action_cls: 0.0170 2022/12/04 13:18:00 - mmengine - INFO - Epoch(train) [6][1800/4451] lr: 6.1592e-02 eta: 1:51:16 time: 0.3261 data_time: 0.0116 memory: 8793 grad_norm: 0.1097 loss: 0.0189 recall@thr=0.5: 0.5635 prec@thr=0.5: 0.5556 recall@top3: 0.6825 prec@top3: 0.4762 recall@top5: 0.7460 prec@top5: 0.3143 loss_action_cls: 0.0189 2022/12/04 13:18:06 - mmengine - INFO - Epoch(train) [6][1820/4451] lr: 6.1507e-02 eta: 1:51:10 time: 0.3270 data_time: 0.0113 memory: 8770 grad_norm: 0.1086 loss: 0.0194 recall@thr=0.5: 0.6823 prec@thr=0.5: 0.8542 recall@top3: 0.7708 prec@top3: 0.5833 recall@top5: 0.8906 prec@top5: 0.4250 loss_action_cls: 0.0194 2022/12/04 13:18:13 - mmengine - INFO - Epoch(train) [6][1840/4451] lr: 6.1421e-02 eta: 1:51:03 time: 0.3247 data_time: 0.0101 memory: 8774 grad_norm: 0.1046 loss: 0.0162 recall@thr=0.5: 0.6923 prec@thr=0.5: 0.6154 recall@top3: 0.7885 prec@top3: 0.5897 recall@top5: 0.8846 prec@top5: 0.4154 loss_action_cls: 0.0162 2022/12/04 13:18:19 - mmengine - INFO - Epoch(train) [6][1860/4451] lr: 6.1335e-02 eta: 1:50:57 time: 0.3266 data_time: 0.0098 memory: 8799 grad_norm: 0.1128 loss: 0.0190 recall@thr=0.5: 0.5185 prec@thr=0.5: 0.5463 recall@top3: 0.7407 prec@top3: 0.4259 recall@top5: 0.8889 prec@top5: 0.3111 loss_action_cls: 0.0190 2022/12/04 13:18:26 - mmengine - INFO - Epoch(train) [6][1880/4451] lr: 6.1249e-02 eta: 1:50:50 time: 0.3254 data_time: 0.0092 memory: 8786 grad_norm: 0.1053 loss: 0.0178 recall@thr=0.5: 0.8958 prec@thr=0.5: 0.8750 recall@top3: 0.8958 prec@top3: 0.6458 recall@top5: 0.9375 prec@top5: 0.4125 loss_action_cls: 0.0178 2022/12/04 13:18:32 - mmengine - INFO - Epoch(train) [6][1900/4451] lr: 6.1163e-02 eta: 1:50:44 time: 0.3259 data_time: 0.0116 memory: 8770 grad_norm: 0.1064 loss: 0.0181 recall@thr=0.5: 0.6569 prec@thr=0.5: 0.6863 recall@top3: 0.8627 prec@top3: 0.6667 recall@top5: 0.9608 prec@top5: 0.4471 loss_action_cls: 0.0181 2022/12/04 13:18:39 - mmengine - INFO - Epoch(train) [6][1920/4451] lr: 6.1077e-02 eta: 1:50:37 time: 0.3264 data_time: 0.0102 memory: 8770 grad_norm: 0.1048 loss: 0.0184 recall@thr=0.5: 0.4386 prec@thr=0.5: 0.7105 recall@top3: 0.8202 prec@top3: 0.6842 recall@top5: 0.8904 prec@top5: 0.4421 loss_action_cls: 0.0184 2022/12/04 13:18:45 - mmengine - INFO - Epoch(train) [6][1940/4451] lr: 6.0991e-02 eta: 1:50:30 time: 0.3272 data_time: 0.0096 memory: 8770 grad_norm: 0.1092 loss: 0.0175 recall@thr=0.5: 0.6157 prec@thr=0.5: 0.7500 recall@top3: 0.7685 prec@top3: 0.6296 recall@top5: 0.8056 prec@top5: 0.4000 loss_action_cls: 0.0175 2022/12/04 13:18:52 - mmengine - INFO - Epoch(train) [6][1960/4451] lr: 6.0905e-02 eta: 1:50:24 time: 0.3268 data_time: 0.0105 memory: 8770 grad_norm: 0.1103 loss: 0.0178 recall@thr=0.5: 0.7632 prec@thr=0.5: 0.8684 recall@top3: 0.9474 prec@top3: 0.6316 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0178 2022/12/04 13:18:58 - mmengine - INFO - Epoch(train) [6][1980/4451] lr: 6.0819e-02 eta: 1:50:17 time: 0.3262 data_time: 0.0091 memory: 8826 grad_norm: 0.1085 loss: 0.0180 recall@thr=0.5: 0.5222 prec@thr=0.5: 0.6000 recall@top3: 0.8278 prec@top3: 0.5556 recall@top5: 0.8778 prec@top5: 0.3733 loss_action_cls: 0.0180 2022/12/04 13:19:05 - mmengine - INFO - Epoch(train) [6][2000/4451] lr: 6.0732e-02 eta: 1:50:11 time: 0.3271 data_time: 0.0122 memory: 8770 grad_norm: 0.1108 loss: 0.0196 recall@thr=0.5: 0.7557 prec@thr=0.5: 0.8046 recall@top3: 0.9569 prec@top3: 0.7586 recall@top5: 0.9799 prec@top5: 0.4690 loss_action_cls: 0.0196 2022/12/04 13:19:11 - mmengine - INFO - Epoch(train) [6][2020/4451] lr: 6.0646e-02 eta: 1:50:04 time: 0.3257 data_time: 0.0097 memory: 8796 grad_norm: 0.1078 loss: 0.0193 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8750 recall@top3: 0.8519 prec@top3: 0.7963 recall@top5: 0.9630 prec@top5: 0.5444 loss_action_cls: 0.0193 2022/12/04 13:19:18 - mmengine - INFO - Epoch(train) [6][2040/4451] lr: 6.0560e-02 eta: 1:49:58 time: 0.3260 data_time: 0.0095 memory: 8796 grad_norm: 0.1079 loss: 0.0165 recall@thr=0.5: 0.8269 prec@thr=0.5: 0.8256 recall@top3: 0.8878 prec@top3: 0.6538 recall@top5: 0.9615 prec@top5: 0.4385 loss_action_cls: 0.0165 2022/12/04 13:19:25 - mmengine - INFO - Epoch(train) [6][2060/4451] lr: 6.0474e-02 eta: 1:49:51 time: 0.3269 data_time: 0.0099 memory: 8770 grad_norm: 0.1136 loss: 0.0181 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.7745 recall@top3: 0.6912 prec@top3: 0.6471 recall@top5: 0.9069 prec@top5: 0.5294 loss_action_cls: 0.0181 2022/12/04 13:19:31 - mmengine - INFO - Epoch(train) [6][2080/4451] lr: 6.0388e-02 eta: 1:49:45 time: 0.3261 data_time: 0.0093 memory: 8786 grad_norm: 0.1109 loss: 0.0201 recall@thr=0.5: 0.3188 prec@thr=0.5: 0.4493 recall@top3: 0.7174 prec@top3: 0.4783 recall@top5: 0.8768 prec@top5: 0.3565 loss_action_cls: 0.0201 2022/12/04 13:19:38 - mmengine - INFO - Epoch(train) [6][2100/4451] lr: 6.0301e-02 eta: 1:49:38 time: 0.3274 data_time: 0.0095 memory: 8774 grad_norm: 0.1045 loss: 0.0162 recall@thr=0.5: 0.7870 prec@thr=0.5: 0.9306 recall@top3: 0.9074 prec@top3: 0.6296 recall@top5: 1.0000 prec@top5: 0.4444 loss_action_cls: 0.0162 2022/12/04 13:19:44 - mmengine - INFO - Epoch(train) [6][2120/4451] lr: 6.0215e-02 eta: 1:49:32 time: 0.3256 data_time: 0.0094 memory: 8809 grad_norm: 0.1084 loss: 0.0188 recall@thr=0.5: 0.7193 prec@thr=0.5: 0.6228 recall@top3: 0.7544 prec@top3: 0.5614 recall@top5: 0.9671 prec@top5: 0.4421 loss_action_cls: 0.0188 2022/12/04 13:19:51 - mmengine - INFO - Epoch(train) [6][2140/4451] lr: 6.0128e-02 eta: 1:49:25 time: 0.3276 data_time: 0.0093 memory: 8804 grad_norm: 0.1072 loss: 0.0172 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.7160 recall@top3: 0.8580 prec@top3: 0.5556 recall@top5: 1.0000 prec@top5: 0.3926 loss_action_cls: 0.0172 2022/12/04 13:19:57 - mmengine - INFO - Epoch(train) [6][2160/4451] lr: 6.0042e-02 eta: 1:49:19 time: 0.3254 data_time: 0.0092 memory: 8770 grad_norm: 0.1040 loss: 0.0213 recall@thr=0.5: 0.4769 prec@thr=0.5: 0.5370 recall@top3: 0.6852 prec@top3: 0.5000 recall@top5: 0.8981 prec@top5: 0.4000 loss_action_cls: 0.0213 2022/12/04 13:20:04 - mmengine - INFO - Epoch(train) [6][2180/4451] lr: 5.9956e-02 eta: 1:49:12 time: 0.3264 data_time: 0.0094 memory: 8770 grad_norm: 0.1093 loss: 0.0195 recall@thr=0.5: 0.7583 prec@thr=0.5: 0.7917 recall@top3: 0.7500 prec@top3: 0.6333 recall@top5: 0.9167 prec@top5: 0.4700 loss_action_cls: 0.0195 2022/12/04 13:20:10 - mmengine - INFO - Epoch(train) [6][2200/4451] lr: 5.9869e-02 eta: 1:49:06 time: 0.3271 data_time: 0.0098 memory: 8780 grad_norm: 0.1090 loss: 0.0185 recall@thr=0.5: 0.7685 prec@thr=0.5: 0.8704 recall@top3: 0.8889 prec@top3: 0.6111 recall@top5: 0.9722 prec@top5: 0.4333 loss_action_cls: 0.0185 2022/12/04 13:20:17 - mmengine - INFO - Epoch(train) [6][2220/4451] lr: 5.9783e-02 eta: 1:48:59 time: 0.3263 data_time: 0.0094 memory: 8770 grad_norm: 0.1034 loss: 0.0182 recall@thr=0.5: 0.7118 prec@thr=0.5: 0.8056 recall@top3: 0.8021 prec@top3: 0.6944 recall@top5: 0.9306 prec@top5: 0.5000 loss_action_cls: 0.0182 2022/12/04 13:20:23 - mmengine - INFO - Epoch(train) [6][2240/4451] lr: 5.9696e-02 eta: 1:48:53 time: 0.3281 data_time: 0.0094 memory: 8770 grad_norm: 0.1095 loss: 0.0200 recall@thr=0.5: 0.5238 prec@thr=0.5: 0.5893 recall@top3: 0.7143 prec@top3: 0.5952 recall@top5: 0.9524 prec@top5: 0.4857 loss_action_cls: 0.0200 2022/12/04 13:20:30 - mmengine - INFO - Epoch(train) [6][2260/4451] lr: 5.9610e-02 eta: 1:48:46 time: 0.3273 data_time: 0.0095 memory: 8780 grad_norm: 0.1060 loss: 0.0188 recall@thr=0.5: 0.8426 prec@thr=0.5: 0.8426 recall@top3: 0.8704 prec@top3: 0.6852 recall@top5: 1.0000 prec@top5: 0.4778 loss_action_cls: 0.0188 2022/12/04 13:20:36 - mmengine - INFO - Epoch(train) [6][2280/4451] lr: 5.9523e-02 eta: 1:48:40 time: 0.3261 data_time: 0.0095 memory: 8777 grad_norm: 0.1079 loss: 0.0184 recall@thr=0.5: 0.6444 prec@thr=0.5: 0.8111 recall@top3: 0.7111 prec@top3: 0.6222 recall@top5: 0.9167 prec@top5: 0.5067 loss_action_cls: 0.0184 2022/12/04 13:20:43 - mmengine - INFO - Epoch(train) [6][2300/4451] lr: 5.9436e-02 eta: 1:48:33 time: 0.3269 data_time: 0.0109 memory: 8836 grad_norm: 0.1057 loss: 0.0183 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.4333 recall@top3: 0.7333 prec@top3: 0.4222 recall@top5: 0.9333 prec@top5: 0.3333 loss_action_cls: 0.0183 2022/12/04 13:20:49 - mmengine - INFO - Epoch(train) [6][2320/4451] lr: 5.9350e-02 eta: 1:48:26 time: 0.3257 data_time: 0.0090 memory: 8770 grad_norm: 0.1069 loss: 0.0174 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8197 recall@top3: 0.8750 prec@top3: 0.7273 recall@top5: 0.9545 prec@top5: 0.5000 loss_action_cls: 0.0174 2022/12/04 13:20:56 - mmengine - INFO - Epoch(train) [6][2340/4451] lr: 5.9263e-02 eta: 1:48:20 time: 0.3274 data_time: 0.0093 memory: 8780 grad_norm: 0.1099 loss: 0.0186 recall@thr=0.5: 0.7153 prec@thr=0.5: 0.8090 recall@top3: 0.8403 prec@top3: 0.7500 recall@top5: 0.8889 prec@top5: 0.4833 loss_action_cls: 0.0186 2022/12/04 13:21:03 - mmengine - INFO - Epoch(train) [6][2360/4451] lr: 5.9176e-02 eta: 1:48:13 time: 0.3265 data_time: 0.0092 memory: 8783 grad_norm: 0.1043 loss: 0.0171 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.7500 recall@top3: 0.9583 prec@top3: 0.6000 recall@top5: 0.9750 prec@top5: 0.3700 loss_action_cls: 0.0171 2022/12/04 13:21:09 - mmengine - INFO - Epoch(train) [6][2380/4451] lr: 5.9090e-02 eta: 1:48:07 time: 0.3251 data_time: 0.0104 memory: 8793 grad_norm: 0.1107 loss: 0.0189 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.8333 recall@top3: 0.8681 prec@top3: 0.6806 recall@top5: 0.9653 prec@top5: 0.4750 loss_action_cls: 0.0189 2022/12/04 13:21:16 - mmengine - INFO - Epoch(train) [6][2400/4451] lr: 5.9003e-02 eta: 1:48:00 time: 0.3265 data_time: 0.0094 memory: 8770 grad_norm: 0.1010 loss: 0.0198 recall@thr=0.5: 0.7375 prec@thr=0.5: 0.8750 recall@top3: 0.8292 prec@top3: 0.6250 recall@top5: 0.8750 prec@top5: 0.4125 loss_action_cls: 0.0198 2022/12/04 13:21:22 - mmengine - INFO - Epoch(train) [6][2420/4451] lr: 5.8916e-02 eta: 1:47:54 time: 0.3285 data_time: 0.0098 memory: 8793 grad_norm: 0.1042 loss: 0.0185 recall@thr=0.5: 0.5372 prec@thr=0.5: 0.7051 recall@top3: 0.6744 prec@top3: 0.5769 recall@top5: 0.8981 prec@top5: 0.4769 loss_action_cls: 0.0185 2022/12/04 13:21:29 - mmengine - INFO - Epoch(train) [6][2440/4451] lr: 5.8829e-02 eta: 1:47:47 time: 0.3274 data_time: 0.0096 memory: 8806 grad_norm: 0.1047 loss: 0.0183 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.6667 recall@top3: 0.7812 prec@top3: 0.4792 recall@top5: 0.9219 prec@top5: 0.3250 loss_action_cls: 0.0183 2022/12/04 13:21:35 - mmengine - INFO - Epoch(train) [6][2460/4451] lr: 5.8742e-02 eta: 1:47:41 time: 0.3264 data_time: 0.0097 memory: 8799 grad_norm: 0.1034 loss: 0.0171 recall@thr=0.5: 0.5784 prec@thr=0.5: 0.6078 recall@top3: 0.7843 prec@top3: 0.6078 recall@top5: 0.9412 prec@top5: 0.4471 loss_action_cls: 0.0171 2022/12/04 13:21:42 - mmengine - INFO - Epoch(train) [6][2480/4451] lr: 5.8655e-02 eta: 1:47:34 time: 0.3271 data_time: 0.0091 memory: 8780 grad_norm: 0.1129 loss: 0.0179 recall@thr=0.5: 0.7549 prec@thr=0.5: 0.8235 recall@top3: 0.8824 prec@top3: 0.6275 recall@top5: 1.0000 prec@top5: 0.4235 loss_action_cls: 0.0179 2022/12/04 13:21:49 - mmengine - INFO - Epoch(train) [6][2500/4451] lr: 5.8568e-02 eta: 1:47:28 time: 0.3361 data_time: 0.0095 memory: 8770 grad_norm: 0.1075 loss: 0.0191 recall@thr=0.5: 0.7098 prec@thr=0.5: 0.8485 recall@top3: 0.8000 prec@top3: 0.7576 recall@top5: 0.9250 prec@top5: 0.5455 loss_action_cls: 0.0191 2022/12/04 13:21:55 - mmengine - INFO - Epoch(train) [6][2520/4451] lr: 5.8482e-02 eta: 1:47:21 time: 0.3274 data_time: 0.0099 memory: 8793 grad_norm: 0.1036 loss: 0.0176 recall@thr=0.5: 0.7285 prec@thr=0.5: 0.7581 recall@top3: 0.8172 prec@top3: 0.6237 recall@top5: 0.9435 prec@top5: 0.4387 loss_action_cls: 0.0176 2022/12/04 13:22:02 - mmengine - INFO - Epoch(train) [6][2540/4451] lr: 5.8395e-02 eta: 1:47:15 time: 0.3278 data_time: 0.0101 memory: 8850 grad_norm: 0.1084 loss: 0.0167 recall@thr=0.5: 0.8080 prec@thr=0.5: 0.8138 recall@top3: 0.7536 prec@top3: 0.7536 recall@top5: 1.0000 prec@top5: 0.6174 loss_action_cls: 0.0167 2022/12/04 13:22:08 - mmengine - INFO - Epoch(train) [6][2560/4451] lr: 5.8308e-02 eta: 1:47:08 time: 0.3267 data_time: 0.0096 memory: 8770 grad_norm: 0.1077 loss: 0.0178 recall@thr=0.5: 0.8939 prec@thr=0.5: 0.9545 recall@top3: 0.9167 prec@top3: 0.7576 recall@top5: 0.9697 prec@top5: 0.4909 loss_action_cls: 0.0178 2022/12/04 13:22:15 - mmengine - INFO - Epoch(train) [6][2580/4451] lr: 5.8221e-02 eta: 1:47:02 time: 0.3256 data_time: 0.0098 memory: 8770 grad_norm: 0.1125 loss: 0.0175 recall@thr=0.5: 0.7167 prec@thr=0.5: 0.8292 recall@top3: 0.8333 prec@top3: 0.6667 recall@top5: 0.9417 prec@top5: 0.4500 loss_action_cls: 0.0175 2022/12/04 13:22:21 - mmengine - INFO - Epoch(train) [6][2600/4451] lr: 5.8134e-02 eta: 1:46:55 time: 0.3270 data_time: 0.0103 memory: 8774 grad_norm: 0.1090 loss: 0.0179 recall@thr=0.5: 0.4896 prec@thr=0.5: 0.5625 recall@top3: 0.6875 prec@top3: 0.3542 recall@top5: 0.9688 prec@top5: 0.3375 loss_action_cls: 0.0179 2022/12/04 13:22:28 - mmengine - INFO - Epoch(train) [6][2620/4451] lr: 5.8046e-02 eta: 1:46:49 time: 0.3261 data_time: 0.0094 memory: 8777 grad_norm: 0.1047 loss: 0.0181 recall@thr=0.5: 0.7696 prec@thr=0.5: 0.8431 recall@top3: 0.9265 prec@top3: 0.7255 recall@top5: 1.0000 prec@top5: 0.4824 loss_action_cls: 0.0181 2022/12/04 13:22:34 - mmengine - INFO - Epoch(train) [6][2640/4451] lr: 5.7959e-02 eta: 1:46:42 time: 0.3266 data_time: 0.0095 memory: 8770 grad_norm: 0.1094 loss: 0.0174 recall@thr=0.5: 0.5873 prec@thr=0.5: 0.6825 recall@top3: 0.8770 prec@top3: 0.7143 recall@top5: 0.9603 prec@top5: 0.4762 loss_action_cls: 0.0174 2022/12/04 13:22:41 - mmengine - INFO - Epoch(train) [6][2660/4451] lr: 5.7872e-02 eta: 1:46:36 time: 0.3264 data_time: 0.0098 memory: 8770 grad_norm: 0.1002 loss: 0.0180 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.8095 recall@top3: 0.7381 prec@top3: 0.5714 recall@top5: 0.9048 prec@top5: 0.4095 loss_action_cls: 0.0180 2022/12/04 13:22:47 - mmengine - INFO - Epoch(train) [6][2680/4451] lr: 5.7785e-02 eta: 1:46:29 time: 0.3262 data_time: 0.0097 memory: 8770 grad_norm: 0.1101 loss: 0.0174 recall@thr=0.5: 0.5588 prec@thr=0.5: 0.6961 recall@top3: 0.6176 prec@top3: 0.3922 recall@top5: 0.8824 prec@top5: 0.3412 loss_action_cls: 0.0174 2022/12/04 13:22:54 - mmengine - INFO - Epoch(train) [6][2700/4451] lr: 5.7698e-02 eta: 1:46:23 time: 0.3272 data_time: 0.0116 memory: 8786 grad_norm: 0.1050 loss: 0.0175 recall@thr=0.5: 0.6795 prec@thr=0.5: 0.6923 recall@top3: 0.7179 prec@top3: 0.4872 recall@top5: 0.8974 prec@top5: 0.3692 loss_action_cls: 0.0175 2022/12/04 13:23:00 - mmengine - INFO - Epoch(train) [6][2720/4451] lr: 5.7611e-02 eta: 1:46:16 time: 0.3253 data_time: 0.0092 memory: 8771 grad_norm: 0.1039 loss: 0.0194 recall@thr=0.5: 0.6917 prec@thr=0.5: 0.8333 recall@top3: 0.8917 prec@top3: 0.7667 recall@top5: 0.9167 prec@top5: 0.4700 loss_action_cls: 0.0194 2022/12/04 13:23:07 - mmengine - INFO - Epoch(train) [6][2740/4451] lr: 5.7524e-02 eta: 1:46:10 time: 0.3274 data_time: 0.0093 memory: 8770 grad_norm: 0.1047 loss: 0.0172 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.8125 recall@top3: 0.8819 prec@top3: 0.6111 recall@top5: 0.9583 prec@top5: 0.4167 loss_action_cls: 0.0172 2022/12/04 13:23:09 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 13:23:13 - mmengine - INFO - Epoch(train) [6][2760/4451] lr: 5.7436e-02 eta: 1:46:03 time: 0.3270 data_time: 0.0097 memory: 8770 grad_norm: 0.1084 loss: 0.0179 recall@thr=0.5: 0.4907 prec@thr=0.5: 0.6111 recall@top3: 0.7130 prec@top3: 0.5741 recall@top5: 0.8889 prec@top5: 0.4333 loss_action_cls: 0.0179 2022/12/04 13:23:20 - mmengine - INFO - Epoch(train) [6][2780/4451] lr: 5.7349e-02 eta: 1:45:57 time: 0.3262 data_time: 0.0104 memory: 8770 grad_norm: 0.1121 loss: 0.0186 recall@thr=0.5: 0.8167 prec@thr=0.5: 0.8167 recall@top3: 0.8750 prec@top3: 0.6833 recall@top5: 0.9333 prec@top5: 0.4400 loss_action_cls: 0.0186 2022/12/04 13:23:27 - mmengine - INFO - Epoch(train) [6][2800/4451] lr: 5.7262e-02 eta: 1:45:50 time: 0.3264 data_time: 0.0115 memory: 8790 grad_norm: 0.1012 loss: 0.0183 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.7542 recall@top3: 0.7250 prec@top3: 0.5333 recall@top5: 0.8750 prec@top5: 0.4000 loss_action_cls: 0.0183 2022/12/04 13:23:33 - mmengine - INFO - Epoch(train) [6][2820/4451] lr: 5.7174e-02 eta: 1:45:44 time: 0.3279 data_time: 0.0092 memory: 8777 grad_norm: 0.1048 loss: 0.0190 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7542 recall@top3: 0.7333 prec@top3: 0.6333 recall@top5: 0.8417 prec@top5: 0.4600 loss_action_cls: 0.0190 2022/12/04 13:23:40 - mmengine - INFO - Epoch(train) [6][2840/4451] lr: 5.7087e-02 eta: 1:45:37 time: 0.3265 data_time: 0.0104 memory: 8771 grad_norm: 0.1168 loss: 0.0184 recall@thr=0.5: 0.7375 prec@thr=0.5: 0.8047 recall@top3: 0.7849 prec@top3: 0.7083 recall@top5: 0.9583 prec@top5: 0.5375 loss_action_cls: 0.0184 2022/12/04 13:23:46 - mmengine - INFO - Epoch(train) [6][2860/4451] lr: 5.7000e-02 eta: 1:45:31 time: 0.3277 data_time: 0.0091 memory: 8799 grad_norm: 0.1057 loss: 0.0172 recall@thr=0.5: 0.7237 prec@thr=0.5: 0.8886 recall@top3: 0.7368 prec@top3: 0.6842 recall@top5: 0.9737 prec@top5: 0.5684 loss_action_cls: 0.0172 2022/12/04 13:23:53 - mmengine - INFO - Epoch(train) [6][2880/4451] lr: 5.6912e-02 eta: 1:45:24 time: 0.3270 data_time: 0.0093 memory: 8770 grad_norm: 0.1080 loss: 0.0173 recall@thr=0.5: 0.8106 prec@thr=0.5: 0.8030 recall@top3: 0.8939 prec@top3: 0.7273 recall@top5: 0.9545 prec@top5: 0.4727 loss_action_cls: 0.0173 2022/12/04 13:23:59 - mmengine - INFO - Epoch(train) [6][2900/4451] lr: 5.6825e-02 eta: 1:45:17 time: 0.3256 data_time: 0.0095 memory: 8777 grad_norm: 0.1062 loss: 0.0181 recall@thr=0.5: 0.6562 prec@thr=0.5: 0.5417 recall@top3: 0.8750 prec@top3: 0.5208 recall@top5: 0.9688 prec@top5: 0.3500 loss_action_cls: 0.0181 2022/12/04 13:24:06 - mmengine - INFO - Epoch(train) [6][2920/4451] lr: 5.6738e-02 eta: 1:45:11 time: 0.3266 data_time: 0.0092 memory: 8770 grad_norm: 0.1033 loss: 0.0189 recall@thr=0.5: 0.6083 prec@thr=0.5: 0.8333 recall@top3: 0.8792 prec@top3: 0.7000 recall@top5: 0.9500 prec@top5: 0.4700 loss_action_cls: 0.0189 2022/12/04 13:24:12 - mmengine - INFO - Epoch(train) [6][2940/4451] lr: 5.6650e-02 eta: 1:45:04 time: 0.3262 data_time: 0.0091 memory: 8771 grad_norm: 0.1086 loss: 0.0185 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5679 recall@top3: 0.6296 prec@top3: 0.5679 recall@top5: 0.8333 prec@top5: 0.4519 loss_action_cls: 0.0185 2022/12/04 13:24:19 - mmengine - INFO - Epoch(train) [6][2960/4451] lr: 5.6563e-02 eta: 1:44:58 time: 0.3262 data_time: 0.0091 memory: 8790 grad_norm: 0.1098 loss: 0.0192 recall@thr=0.5: 0.5667 prec@thr=0.5: 0.7667 recall@top3: 0.8444 prec@top3: 0.6222 recall@top5: 0.9222 prec@top5: 0.4133 loss_action_cls: 0.0192 2022/12/04 13:24:25 - mmengine - INFO - Epoch(train) [6][2980/4451] lr: 5.6475e-02 eta: 1:44:51 time: 0.3267 data_time: 0.0094 memory: 8770 grad_norm: 0.1085 loss: 0.0182 recall@thr=0.5: 0.8026 prec@thr=0.5: 0.8184 recall@top3: 0.7895 prec@top3: 0.7193 recall@top5: 0.9474 prec@top5: 0.5368 loss_action_cls: 0.0182 2022/12/04 13:24:32 - mmengine - INFO - Epoch(train) [6][3000/4451] lr: 5.6388e-02 eta: 1:44:45 time: 0.3262 data_time: 0.0112 memory: 8786 grad_norm: 0.1098 loss: 0.0201 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.8194 recall@top3: 0.7118 prec@top3: 0.6250 recall@top5: 0.8090 prec@top5: 0.4333 loss_action_cls: 0.0201 2022/12/04 13:24:38 - mmengine - INFO - Epoch(train) [6][3020/4451] lr: 5.6300e-02 eta: 1:44:38 time: 0.3270 data_time: 0.0097 memory: 8770 grad_norm: 0.1067 loss: 0.0183 recall@thr=0.5: 0.4603 prec@thr=0.5: 0.4762 recall@top3: 0.6270 prec@top3: 0.4286 recall@top5: 0.8333 prec@top5: 0.3429 loss_action_cls: 0.0183 2022/12/04 13:24:45 - mmengine - INFO - Epoch(train) [6][3040/4451] lr: 5.6213e-02 eta: 1:44:32 time: 0.3273 data_time: 0.0115 memory: 8783 grad_norm: 0.1070 loss: 0.0177 recall@thr=0.5: 0.8833 prec@thr=0.5: 0.8583 recall@top3: 0.9333 prec@top3: 0.6333 recall@top5: 0.9500 prec@top5: 0.3900 loss_action_cls: 0.0177 2022/12/04 13:24:52 - mmengine - INFO - Epoch(train) [6][3060/4451] lr: 5.6125e-02 eta: 1:44:25 time: 0.3263 data_time: 0.0095 memory: 8770 grad_norm: 0.1079 loss: 0.0173 recall@thr=0.5: 0.6167 prec@thr=0.5: 0.7083 recall@top3: 0.8500 prec@top3: 0.7500 recall@top5: 0.9500 prec@top5: 0.5100 loss_action_cls: 0.0173 2022/12/04 13:24:58 - mmengine - INFO - Epoch(train) [6][3080/4451] lr: 5.6038e-02 eta: 1:44:19 time: 0.3273 data_time: 0.0093 memory: 8771 grad_norm: 0.1127 loss: 0.0191 recall@thr=0.5: 0.7263 prec@thr=0.5: 0.8772 recall@top3: 0.8175 prec@top3: 0.6842 recall@top5: 0.9579 prec@top5: 0.4737 loss_action_cls: 0.0191 2022/12/04 13:25:05 - mmengine - INFO - Epoch(train) [6][3100/4451] lr: 5.5950e-02 eta: 1:44:12 time: 0.3265 data_time: 0.0096 memory: 8790 grad_norm: 0.1032 loss: 0.0189 recall@thr=0.5: 0.6923 prec@thr=0.5: 0.8333 recall@top3: 0.7692 prec@top3: 0.5385 recall@top5: 1.0000 prec@top5: 0.4462 loss_action_cls: 0.0189 2022/12/04 13:25:11 - mmengine - INFO - Epoch(train) [6][3120/4451] lr: 5.5862e-02 eta: 1:44:06 time: 0.3263 data_time: 0.0094 memory: 8786 grad_norm: 0.1059 loss: 0.0181 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.9545 recall@top3: 0.8712 prec@top3: 0.6364 recall@top5: 0.9394 prec@top5: 0.4091 loss_action_cls: 0.0181 2022/12/04 13:25:18 - mmengine - INFO - Epoch(train) [6][3140/4451] lr: 5.5775e-02 eta: 1:43:59 time: 0.3267 data_time: 0.0105 memory: 8804 grad_norm: 0.1111 loss: 0.0167 recall@thr=0.5: 0.7059 prec@thr=0.5: 0.6078 recall@top3: 0.7647 prec@top3: 0.4118 recall@top5: 0.9853 prec@top5: 0.3412 loss_action_cls: 0.0167 2022/12/04 13:25:24 - mmengine - INFO - Epoch(train) [6][3160/4451] lr: 5.5687e-02 eta: 1:43:53 time: 0.3262 data_time: 0.0091 memory: 8783 grad_norm: 0.1037 loss: 0.0171 recall@thr=0.5: 0.5309 prec@thr=0.5: 0.6173 recall@top3: 0.6852 prec@top3: 0.5556 recall@top5: 0.9630 prec@top5: 0.4593 loss_action_cls: 0.0171 2022/12/04 13:25:31 - mmengine - INFO - Epoch(train) [6][3180/4451] lr: 5.5599e-02 eta: 1:43:46 time: 0.3269 data_time: 0.0093 memory: 8783 grad_norm: 0.1098 loss: 0.0176 recall@thr=0.5: 0.6583 prec@thr=0.5: 0.7667 recall@top3: 0.8361 prec@top3: 0.5667 recall@top5: 0.9389 prec@top5: 0.4067 loss_action_cls: 0.0176 2022/12/04 13:25:37 - mmengine - INFO - Epoch(train) [6][3200/4451] lr: 5.5512e-02 eta: 1:43:40 time: 0.3274 data_time: 0.0101 memory: 8770 grad_norm: 0.1109 loss: 0.0179 recall@thr=0.5: 0.5357 prec@thr=0.5: 0.7143 recall@top3: 0.7500 prec@top3: 0.4286 recall@top5: 0.8929 prec@top5: 0.3286 loss_action_cls: 0.0179 2022/12/04 13:25:44 - mmengine - INFO - Epoch(train) [6][3220/4451] lr: 5.5424e-02 eta: 1:43:33 time: 0.3252 data_time: 0.0102 memory: 8770 grad_norm: 0.1084 loss: 0.0181 recall@thr=0.5: 0.6548 prec@thr=0.5: 0.7778 recall@top3: 0.8135 prec@top3: 0.6508 recall@top5: 0.9127 prec@top5: 0.4381 loss_action_cls: 0.0181 2022/12/04 13:25:50 - mmengine - INFO - Epoch(train) [6][3240/4451] lr: 5.5336e-02 eta: 1:43:26 time: 0.3248 data_time: 0.0091 memory: 8770 grad_norm: 0.1066 loss: 0.0202 recall@thr=0.5: 0.6873 prec@thr=0.5: 0.7833 recall@top3: 0.7780 prec@top3: 0.6533 recall@top5: 0.9700 prec@top5: 0.5040 loss_action_cls: 0.0202 2022/12/04 13:25:57 - mmengine - INFO - Epoch(train) [6][3260/4451] lr: 5.5249e-02 eta: 1:43:20 time: 0.3268 data_time: 0.0093 memory: 8770 grad_norm: 0.1099 loss: 0.0180 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.8667 recall@top3: 0.8889 prec@top3: 0.6222 recall@top5: 0.9556 prec@top5: 0.4133 loss_action_cls: 0.0180 2022/12/04 13:26:03 - mmengine - INFO - Epoch(train) [6][3280/4451] lr: 5.5161e-02 eta: 1:43:13 time: 0.3269 data_time: 0.0097 memory: 8770 grad_norm: 0.1065 loss: 0.0191 recall@thr=0.5: 0.8188 prec@thr=0.5: 0.9565 recall@top3: 0.8732 prec@top3: 0.7681 recall@top5: 0.9167 prec@top5: 0.4783 loss_action_cls: 0.0191 2022/12/04 13:26:10 - mmengine - INFO - Epoch(train) [6][3300/4451] lr: 5.5073e-02 eta: 1:43:07 time: 0.3262 data_time: 0.0093 memory: 8783 grad_norm: 0.1129 loss: 0.0175 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.8095 recall@top3: 0.9405 prec@top3: 0.6190 recall@top5: 0.9762 prec@top5: 0.3857 loss_action_cls: 0.0175 2022/12/04 13:26:16 - mmengine - INFO - Epoch(train) [6][3320/4451] lr: 5.4985e-02 eta: 1:43:00 time: 0.3267 data_time: 0.0094 memory: 8806 grad_norm: 0.1078 loss: 0.0191 recall@thr=0.5: 0.6228 prec@thr=0.5: 0.7982 recall@top3: 0.7982 prec@top3: 0.6667 recall@top5: 0.9211 prec@top5: 0.4737 loss_action_cls: 0.0191 2022/12/04 13:26:23 - mmengine - INFO - Epoch(train) [6][3340/4451] lr: 5.4898e-02 eta: 1:42:54 time: 0.3264 data_time: 0.0102 memory: 8783 grad_norm: 0.1072 loss: 0.0193 recall@thr=0.5: 0.8684 prec@thr=0.5: 0.8947 recall@top3: 1.0000 prec@top3: 0.7018 recall@top5: 1.0000 prec@top5: 0.4211 loss_action_cls: 0.0193 2022/12/04 13:26:29 - mmengine - INFO - Epoch(train) [6][3360/4451] lr: 5.4810e-02 eta: 1:42:47 time: 0.3263 data_time: 0.0096 memory: 8813 grad_norm: 0.1074 loss: 0.0191 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.8125 recall@top3: 0.8125 prec@top3: 0.5417 recall@top5: 0.8750 prec@top5: 0.3500 loss_action_cls: 0.0191 2022/12/04 13:26:36 - mmengine - INFO - Epoch(train) [6][3380/4451] lr: 5.4722e-02 eta: 1:42:41 time: 0.3272 data_time: 0.0096 memory: 8770 grad_norm: 0.1093 loss: 0.0183 recall@thr=0.5: 0.7845 prec@thr=0.5: 0.7184 recall@top3: 0.7931 prec@top3: 0.6322 recall@top5: 0.9080 prec@top5: 0.4552 loss_action_cls: 0.0183 2022/12/04 13:26:43 - mmengine - INFO - Epoch(train) [6][3400/4451] lr: 5.4634e-02 eta: 1:42:34 time: 0.3263 data_time: 0.0098 memory: 8770 grad_norm: 0.1061 loss: 0.0165 recall@thr=0.5: 0.6862 prec@thr=0.5: 0.8768 recall@top3: 0.8275 prec@top3: 0.7536 recall@top5: 0.8848 prec@top5: 0.4957 loss_action_cls: 0.0165 2022/12/04 13:26:49 - mmengine - INFO - Epoch(train) [6][3420/4451] lr: 5.4546e-02 eta: 1:42:28 time: 0.3266 data_time: 0.0096 memory: 8770 grad_norm: 0.1094 loss: 0.0167 recall@thr=0.5: 0.8413 prec@thr=0.5: 0.9286 recall@top3: 0.9444 prec@top3: 0.7460 recall@top5: 1.0000 prec@top5: 0.4857 loss_action_cls: 0.0167 2022/12/04 13:26:56 - mmengine - INFO - Epoch(train) [6][3440/4451] lr: 5.4458e-02 eta: 1:42:21 time: 0.3266 data_time: 0.0106 memory: 8809 grad_norm: 0.1062 loss: 0.0180 recall@thr=0.5: 0.7101 prec@thr=0.5: 0.8043 recall@top3: 0.7681 prec@top3: 0.5362 recall@top5: 0.9203 prec@top5: 0.3826 loss_action_cls: 0.0180 2022/12/04 13:27:02 - mmengine - INFO - Epoch(train) [6][3460/4451] lr: 5.4370e-02 eta: 1:42:15 time: 0.3270 data_time: 0.0095 memory: 8783 grad_norm: 0.1036 loss: 0.0198 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.7083 recall@top3: 0.8417 prec@top3: 0.5167 recall@top5: 0.9333 prec@top5: 0.3400 loss_action_cls: 0.0198 2022/12/04 13:27:09 - mmengine - INFO - Epoch(train) [6][3480/4451] lr: 5.4283e-02 eta: 1:42:08 time: 0.3253 data_time: 0.0104 memory: 8777 grad_norm: 0.1095 loss: 0.0179 recall@thr=0.5: 0.5667 prec@thr=0.5: 0.7250 recall@top3: 0.7667 prec@top3: 0.6000 recall@top5: 0.8917 prec@top5: 0.4300 loss_action_cls: 0.0179 2022/12/04 13:27:15 - mmengine - INFO - Epoch(train) [6][3500/4451] lr: 5.4195e-02 eta: 1:42:02 time: 0.3281 data_time: 0.0096 memory: 8770 grad_norm: 0.1088 loss: 0.0215 recall@thr=0.5: 0.4240 prec@thr=0.5: 0.5333 recall@top3: 0.6840 prec@top3: 0.5733 recall@top5: 0.8187 prec@top5: 0.4400 loss_action_cls: 0.0215 2022/12/04 13:27:22 - mmengine - INFO - Epoch(train) [6][3520/4451] lr: 5.4107e-02 eta: 1:41:55 time: 0.3252 data_time: 0.0096 memory: 8770 grad_norm: 0.1110 loss: 0.0189 recall@thr=0.5: 0.6790 prec@thr=0.5: 0.7346 recall@top3: 0.7747 prec@top3: 0.6173 recall@top5: 0.9568 prec@top5: 0.4815 loss_action_cls: 0.0189 2022/12/04 13:27:28 - mmengine - INFO - Epoch(train) [6][3540/4451] lr: 5.4019e-02 eta: 1:41:49 time: 0.3272 data_time: 0.0094 memory: 8806 grad_norm: 0.1123 loss: 0.0180 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.7500 recall@top3: 0.9062 prec@top3: 0.5625 recall@top5: 0.9583 prec@top5: 0.3750 loss_action_cls: 0.0180 2022/12/04 13:27:35 - mmengine - INFO - Epoch(train) [6][3560/4451] lr: 5.3931e-02 eta: 1:41:42 time: 0.3275 data_time: 0.0093 memory: 8774 grad_norm: 0.1069 loss: 0.0167 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.7738 recall@top3: 0.9008 prec@top3: 0.5873 recall@top5: 0.9643 prec@top5: 0.3810 loss_action_cls: 0.0167 2022/12/04 13:27:41 - mmengine - INFO - Epoch(train) [6][3580/4451] lr: 5.3843e-02 eta: 1:41:36 time: 0.3263 data_time: 0.0118 memory: 8770 grad_norm: 0.1055 loss: 0.0164 recall@thr=0.5: 0.6591 prec@thr=0.5: 0.7273 recall@top3: 0.7803 prec@top3: 0.6061 recall@top5: 0.9091 prec@top5: 0.4000 loss_action_cls: 0.0164 2022/12/04 13:27:48 - mmengine - INFO - Epoch(train) [6][3600/4451] lr: 5.3755e-02 eta: 1:41:29 time: 0.3262 data_time: 0.0096 memory: 8770 grad_norm: 0.1073 loss: 0.0186 recall@thr=0.5: 0.6475 prec@thr=0.5: 0.8458 recall@top3: 0.7642 prec@top3: 0.7333 recall@top5: 0.8683 prec@top5: 0.5000 loss_action_cls: 0.0186 2022/12/04 13:27:54 - mmengine - INFO - Epoch(train) [6][3620/4451] lr: 5.3667e-02 eta: 1:41:23 time: 0.3272 data_time: 0.0099 memory: 8793 grad_norm: 0.1060 loss: 0.0183 recall@thr=0.5: 0.7738 prec@thr=0.5: 0.8254 recall@top3: 0.8571 prec@top3: 0.5873 recall@top5: 0.9048 prec@top5: 0.3714 loss_action_cls: 0.0183 2022/12/04 13:28:01 - mmengine - INFO - Epoch(train) [6][3640/4451] lr: 5.3579e-02 eta: 1:41:16 time: 0.3263 data_time: 0.0099 memory: 8790 grad_norm: 0.1161 loss: 0.0176 recall@thr=0.5: 0.6207 prec@thr=0.5: 0.6322 recall@top3: 0.7586 prec@top3: 0.4598 recall@top5: 0.9310 prec@top5: 0.3310 loss_action_cls: 0.0176 2022/12/04 13:28:07 - mmengine - INFO - Epoch(train) [6][3660/4451] lr: 5.3491e-02 eta: 1:41:09 time: 0.3263 data_time: 0.0094 memory: 8770 grad_norm: 0.1042 loss: 0.0196 recall@thr=0.5: 0.5392 prec@thr=0.5: 0.6569 recall@top3: 0.6569 prec@top3: 0.4706 recall@top5: 0.9412 prec@top5: 0.3882 loss_action_cls: 0.0196 2022/12/04 13:28:14 - mmengine - INFO - Epoch(train) [6][3680/4451] lr: 5.3403e-02 eta: 1:41:03 time: 0.3279 data_time: 0.0096 memory: 8770 grad_norm: 0.1097 loss: 0.0188 recall@thr=0.5: 0.7367 prec@thr=0.5: 0.7400 recall@top3: 0.9033 prec@top3: 0.6800 recall@top5: 0.9767 prec@top5: 0.4480 loss_action_cls: 0.0188 2022/12/04 13:28:21 - mmengine - INFO - Epoch(train) [6][3700/4451] lr: 5.3315e-02 eta: 1:40:56 time: 0.3267 data_time: 0.0097 memory: 8777 grad_norm: 0.1101 loss: 0.0168 recall@thr=0.5: 0.7250 prec@thr=0.5: 0.7375 recall@top3: 0.8417 prec@top3: 0.6167 recall@top5: 0.9750 prec@top5: 0.4500 loss_action_cls: 0.0168 2022/12/04 13:28:27 - mmengine - INFO - Epoch(train) [6][3720/4451] lr: 5.3227e-02 eta: 1:40:50 time: 0.3259 data_time: 0.0096 memory: 8804 grad_norm: 0.1128 loss: 0.0187 recall@thr=0.5: 0.6410 prec@thr=0.5: 0.8462 recall@top3: 0.9231 prec@top3: 0.6923 recall@top5: 0.9744 prec@top5: 0.4462 loss_action_cls: 0.0187 2022/12/04 13:28:34 - mmengine - INFO - Epoch(train) [6][3740/4451] lr: 5.3139e-02 eta: 1:40:43 time: 0.3249 data_time: 0.0102 memory: 8777 grad_norm: 0.1070 loss: 0.0194 recall@thr=0.5: 0.6078 prec@thr=0.5: 0.5490 recall@top3: 0.7843 prec@top3: 0.4902 recall@top5: 0.8725 prec@top5: 0.3294 loss_action_cls: 0.0194 2022/12/04 13:28:35 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 13:28:40 - mmengine - INFO - Epoch(train) [6][3760/4451] lr: 5.3051e-02 eta: 1:40:37 time: 0.3285 data_time: 0.0099 memory: 8770 grad_norm: 0.1074 loss: 0.0176 recall@thr=0.5: 0.6125 prec@thr=0.5: 0.7917 recall@top3: 0.7750 prec@top3: 0.6500 recall@top5: 0.8917 prec@top5: 0.4600 loss_action_cls: 0.0176 2022/12/04 13:28:47 - mmengine - INFO - Epoch(train) [6][3780/4451] lr: 5.2963e-02 eta: 1:40:30 time: 0.3282 data_time: 0.0116 memory: 8813 grad_norm: 0.1077 loss: 0.0182 recall@thr=0.5: 0.5921 prec@thr=0.5: 0.7193 recall@top3: 0.6842 prec@top3: 0.6140 recall@top5: 0.8860 prec@top5: 0.4947 loss_action_cls: 0.0182 2022/12/04 13:28:53 - mmengine - INFO - Epoch(train) [6][3800/4451] lr: 5.2875e-02 eta: 1:40:24 time: 0.3275 data_time: 0.0097 memory: 8783 grad_norm: 0.1038 loss: 0.0176 recall@thr=0.5: 0.7456 prec@thr=0.5: 0.8772 recall@top3: 0.8421 prec@top3: 0.6842 recall@top5: 0.8947 prec@top5: 0.4421 loss_action_cls: 0.0176 2022/12/04 13:29:00 - mmengine - INFO - Epoch(train) [6][3820/4451] lr: 5.2787e-02 eta: 1:40:17 time: 0.3263 data_time: 0.0094 memory: 8777 grad_norm: 0.1095 loss: 0.0178 recall@thr=0.5: 0.7125 prec@thr=0.5: 0.7583 recall@top3: 0.9250 prec@top3: 0.7000 recall@top5: 0.9500 prec@top5: 0.4400 loss_action_cls: 0.0178 2022/12/04 13:29:06 - mmengine - INFO - Epoch(train) [6][3840/4451] lr: 5.2698e-02 eta: 1:40:11 time: 0.3273 data_time: 0.0094 memory: 8770 grad_norm: 0.1065 loss: 0.0185 recall@thr=0.5: 0.6750 prec@thr=0.5: 0.5900 recall@top3: 0.7625 prec@top3: 0.6333 recall@top5: 0.8583 prec@top5: 0.4400 loss_action_cls: 0.0185 2022/12/04 13:29:13 - mmengine - INFO - Epoch(train) [6][3860/4451] lr: 5.2610e-02 eta: 1:40:04 time: 0.3258 data_time: 0.0101 memory: 8770 grad_norm: 0.1026 loss: 0.0184 recall@thr=0.5: 0.6569 prec@thr=0.5: 0.8529 recall@top3: 0.7745 prec@top3: 0.6863 recall@top5: 0.9706 prec@top5: 0.5294 loss_action_cls: 0.0184 2022/12/04 13:29:19 - mmengine - INFO - Epoch(train) [6][3880/4451] lr: 5.2522e-02 eta: 1:39:58 time: 0.3277 data_time: 0.0093 memory: 8804 grad_norm: 0.1081 loss: 0.0191 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.8519 recall@top3: 0.8333 prec@top3: 0.6173 recall@top5: 0.9352 prec@top5: 0.4370 loss_action_cls: 0.0191 2022/12/04 13:29:26 - mmengine - INFO - Epoch(train) [6][3900/4451] lr: 5.2434e-02 eta: 1:39:51 time: 0.3267 data_time: 0.0094 memory: 8777 grad_norm: 0.1066 loss: 0.0170 recall@thr=0.5: 0.7569 prec@thr=0.5: 0.7743 recall@top3: 0.8681 prec@top3: 0.6806 recall@top5: 1.0000 prec@top5: 0.4750 loss_action_cls: 0.0170 2022/12/04 13:29:32 - mmengine - INFO - Epoch(train) [6][3920/4451] lr: 5.2346e-02 eta: 1:39:45 time: 0.3254 data_time: 0.0098 memory: 8770 grad_norm: 0.1110 loss: 0.0179 recall@thr=0.5: 0.8561 prec@thr=0.5: 0.8220 recall@top3: 0.9091 prec@top3: 0.6818 recall@top5: 1.0000 prec@top5: 0.4636 loss_action_cls: 0.0179 2022/12/04 13:29:39 - mmengine - INFO - Epoch(train) [6][3940/4451] lr: 5.2258e-02 eta: 1:39:38 time: 0.3276 data_time: 0.0096 memory: 8770 grad_norm: 0.1124 loss: 0.0161 recall@thr=0.5: 0.8958 prec@thr=0.5: 0.8083 recall@top3: 0.8958 prec@top3: 0.7667 recall@top5: 0.9875 prec@top5: 0.5200 loss_action_cls: 0.0161 2022/12/04 13:29:46 - mmengine - INFO - Epoch(train) [6][3960/4451] lr: 5.2170e-02 eta: 1:39:32 time: 0.3256 data_time: 0.0094 memory: 8786 grad_norm: 0.1142 loss: 0.0194 recall@thr=0.5: 0.5917 prec@thr=0.5: 0.6842 recall@top3: 0.6250 prec@top3: 0.6500 recall@top5: 0.9250 prec@top5: 0.5200 loss_action_cls: 0.0194 2022/12/04 13:29:52 - mmengine - INFO - Epoch(train) [6][3980/4451] lr: 5.2082e-02 eta: 1:39:25 time: 0.3273 data_time: 0.0096 memory: 8819 grad_norm: 0.1090 loss: 0.0185 recall@thr=0.5: 0.5602 prec@thr=0.5: 0.7407 recall@top3: 0.6806 prec@top3: 0.5000 recall@top5: 0.9120 prec@top5: 0.4000 loss_action_cls: 0.0185 2022/12/04 13:29:59 - mmengine - INFO - Epoch(train) [6][4000/4451] lr: 5.1993e-02 eta: 1:39:19 time: 0.3266 data_time: 0.0098 memory: 8804 grad_norm: 0.1099 loss: 0.0195 recall@thr=0.5: 0.6140 prec@thr=0.5: 0.6754 recall@top3: 0.7456 prec@top3: 0.7018 recall@top5: 0.9211 prec@top5: 0.5263 loss_action_cls: 0.0195 2022/12/04 13:30:05 - mmengine - INFO - Epoch(train) [6][4020/4451] lr: 5.1905e-02 eta: 1:39:12 time: 0.3294 data_time: 0.0097 memory: 8770 grad_norm: 0.1091 loss: 0.0182 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5652 recall@top3: 0.6884 prec@top3: 0.4203 recall@top5: 0.8696 prec@top5: 0.3304 loss_action_cls: 0.0182 2022/12/04 13:30:12 - mmengine - INFO - Epoch(train) [6][4040/4451] lr: 5.1817e-02 eta: 1:39:06 time: 0.3258 data_time: 0.0105 memory: 8793 grad_norm: 0.1083 loss: 0.0183 recall@thr=0.5: 0.8258 prec@thr=0.5: 0.8864 recall@top3: 0.9470 prec@top3: 0.5909 recall@top5: 0.9470 prec@top5: 0.3545 loss_action_cls: 0.0183 2022/12/04 13:30:18 - mmengine - INFO - Epoch(train) [6][4060/4451] lr: 5.1729e-02 eta: 1:38:59 time: 0.3272 data_time: 0.0099 memory: 8796 grad_norm: 0.1099 loss: 0.0184 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.8667 recall@top3: 0.8500 prec@top3: 0.5167 recall@top5: 0.9500 prec@top5: 0.3600 loss_action_cls: 0.0184 2022/12/04 13:30:25 - mmengine - INFO - Epoch(train) [6][4080/4451] lr: 5.1641e-02 eta: 1:38:52 time: 0.3260 data_time: 0.0095 memory: 8771 grad_norm: 0.1101 loss: 0.0165 recall@thr=0.5: 0.7125 prec@thr=0.5: 0.8583 recall@top3: 0.9583 prec@top3: 0.6333 recall@top5: 0.9750 prec@top5: 0.3900 loss_action_cls: 0.0165 2022/12/04 13:30:31 - mmengine - INFO - Epoch(train) [6][4100/4451] lr: 5.1553e-02 eta: 1:38:46 time: 0.3268 data_time: 0.0105 memory: 8806 grad_norm: 0.1136 loss: 0.0178 recall@thr=0.5: 0.7319 prec@thr=0.5: 0.7754 recall@top3: 0.8478 prec@top3: 0.6812 recall@top5: 0.9710 prec@top5: 0.4870 loss_action_cls: 0.0178 2022/12/04 13:30:38 - mmengine - INFO - Epoch(train) [6][4120/4451] lr: 5.1464e-02 eta: 1:38:39 time: 0.3276 data_time: 0.0101 memory: 8770 grad_norm: 0.1080 loss: 0.0176 recall@thr=0.5: 0.5351 prec@thr=0.5: 0.7018 recall@top3: 0.6667 prec@top3: 0.5965 recall@top5: 0.9123 prec@top5: 0.4632 loss_action_cls: 0.0176 2022/12/04 13:30:44 - mmengine - INFO - Epoch(train) [6][4140/4451] lr: 5.1376e-02 eta: 1:38:33 time: 0.3254 data_time: 0.0094 memory: 8790 grad_norm: 0.1081 loss: 0.0162 recall@thr=0.5: 0.7604 prec@thr=0.5: 0.9375 recall@top3: 0.9167 prec@top3: 0.6250 recall@top5: 0.9375 prec@top5: 0.3875 loss_action_cls: 0.0162 2022/12/04 13:30:51 - mmengine - INFO - Epoch(train) [6][4160/4451] lr: 5.1288e-02 eta: 1:38:26 time: 0.3266 data_time: 0.0103 memory: 8770 grad_norm: 0.1077 loss: 0.0210 recall@thr=0.5: 0.5658 prec@thr=0.5: 0.6579 recall@top3: 0.9079 prec@top3: 0.6491 recall@top5: 0.9737 prec@top5: 0.4316 loss_action_cls: 0.0210 2022/12/04 13:30:57 - mmengine - INFO - Epoch(train) [6][4180/4451] lr: 5.1200e-02 eta: 1:38:20 time: 0.3265 data_time: 0.0095 memory: 8770 grad_norm: 0.1138 loss: 0.0177 recall@thr=0.5: 0.8102 prec@thr=0.5: 0.9259 recall@top3: 0.8611 prec@top3: 0.7407 recall@top5: 0.9815 prec@top5: 0.5333 loss_action_cls: 0.0177 2022/12/04 13:31:04 - mmengine - INFO - Epoch(train) [6][4200/4451] lr: 5.1112e-02 eta: 1:38:13 time: 0.3260 data_time: 0.0096 memory: 8770 grad_norm: 0.1121 loss: 0.0202 recall@thr=0.5: 0.4314 prec@thr=0.5: 0.5490 recall@top3: 0.6765 prec@top3: 0.5686 recall@top5: 0.8824 prec@top5: 0.4235 loss_action_cls: 0.0202 2022/12/04 13:31:11 - mmengine - INFO - Epoch(train) [6][4220/4451] lr: 5.1023e-02 eta: 1:38:07 time: 0.3269 data_time: 0.0098 memory: 8780 grad_norm: 0.1103 loss: 0.0172 recall@thr=0.5: 0.7964 prec@thr=0.5: 0.7754 recall@top3: 0.8507 prec@top3: 0.6377 recall@top5: 0.9478 prec@top5: 0.4522 loss_action_cls: 0.0172 2022/12/04 13:31:17 - mmengine - INFO - Epoch(train) [6][4240/4451] lr: 5.0935e-02 eta: 1:38:00 time: 0.3253 data_time: 0.0094 memory: 8813 grad_norm: 0.1121 loss: 0.0173 recall@thr=0.5: 0.7698 prec@thr=0.5: 0.8889 recall@top3: 0.9286 prec@top3: 0.7619 recall@top5: 0.9841 prec@top5: 0.4952 loss_action_cls: 0.0173 2022/12/04 13:31:24 - mmengine - INFO - Epoch(train) [6][4260/4451] lr: 5.0847e-02 eta: 1:37:54 time: 0.3277 data_time: 0.0097 memory: 8771 grad_norm: 0.1110 loss: 0.0186 recall@thr=0.5: 0.8550 prec@thr=0.5: 0.8750 recall@top3: 0.8592 prec@top3: 0.7167 recall@top5: 0.9900 prec@top5: 0.5100 loss_action_cls: 0.0186 2022/12/04 13:31:30 - mmengine - INFO - Epoch(train) [6][4280/4451] lr: 5.0759e-02 eta: 1:37:47 time: 0.3269 data_time: 0.0096 memory: 8774 grad_norm: 0.1085 loss: 0.0184 recall@thr=0.5: 0.8472 prec@thr=0.5: 0.8519 recall@top3: 0.9074 prec@top3: 0.6296 recall@top5: 0.9491 prec@top5: 0.4111 loss_action_cls: 0.0184 2022/12/04 13:31:37 - mmengine - INFO - Epoch(train) [6][4300/4451] lr: 5.0671e-02 eta: 1:37:41 time: 0.3280 data_time: 0.0096 memory: 8793 grad_norm: 0.1054 loss: 0.0150 recall@thr=0.5: 0.8810 prec@thr=0.5: 0.9286 recall@top3: 0.8810 prec@top3: 0.7937 recall@top5: 0.9524 prec@top5: 0.5333 loss_action_cls: 0.0150 2022/12/04 13:31:43 - mmengine - INFO - Epoch(train) [6][4320/4451] lr: 5.0582e-02 eta: 1:37:34 time: 0.3284 data_time: 0.0100 memory: 8806 grad_norm: 0.1105 loss: 0.0187 recall@thr=0.5: 0.5938 prec@thr=0.5: 0.5937 recall@top3: 0.7396 prec@top3: 0.5694 recall@top5: 0.8993 prec@top5: 0.4250 loss_action_cls: 0.0187 2022/12/04 13:31:50 - mmengine - INFO - Epoch(train) [6][4340/4451] lr: 5.0494e-02 eta: 1:37:28 time: 0.3260 data_time: 0.0094 memory: 8783 grad_norm: 0.1037 loss: 0.0181 recall@thr=0.5: 0.6032 prec@thr=0.5: 0.7778 recall@top3: 0.7937 prec@top3: 0.4921 recall@top5: 0.9286 prec@top5: 0.3524 loss_action_cls: 0.0181 2022/12/04 13:31:56 - mmengine - INFO - Epoch(train) [6][4360/4451] lr: 5.0406e-02 eta: 1:37:21 time: 0.3272 data_time: 0.0097 memory: 8774 grad_norm: 0.1116 loss: 0.0188 recall@thr=0.5: 0.7685 prec@thr=0.5: 0.7639 recall@top3: 0.8426 prec@top3: 0.5185 recall@top5: 0.9583 prec@top5: 0.3556 loss_action_cls: 0.0188 2022/12/04 13:32:03 - mmengine - INFO - Epoch(train) [6][4380/4451] lr: 5.0318e-02 eta: 1:37:15 time: 0.3262 data_time: 0.0098 memory: 8770 grad_norm: 0.1066 loss: 0.0182 recall@thr=0.5: 0.6296 prec@thr=0.5: 0.7222 recall@top3: 0.8302 prec@top3: 0.6790 recall@top5: 0.9537 prec@top5: 0.4815 loss_action_cls: 0.0182 2022/12/04 13:32:09 - mmengine - INFO - Epoch(train) [6][4400/4451] lr: 5.0229e-02 eta: 1:37:08 time: 0.3268 data_time: 0.0095 memory: 8770 grad_norm: 0.1069 loss: 0.0184 recall@thr=0.5: 0.7262 prec@thr=0.5: 0.6389 recall@top3: 0.8770 prec@top3: 0.6349 recall@top5: 0.9881 prec@top5: 0.4190 loss_action_cls: 0.0184 2022/12/04 13:32:16 - mmengine - INFO - Epoch(train) [6][4420/4451] lr: 5.0141e-02 eta: 1:37:02 time: 0.3256 data_time: 0.0092 memory: 8790 grad_norm: 0.1135 loss: 0.0194 recall@thr=0.5: 0.3958 prec@thr=0.5: 0.5052 recall@top3: 0.6615 prec@top3: 0.3750 recall@top5: 0.8802 prec@top5: 0.3062 loss_action_cls: 0.0194 2022/12/04 13:32:22 - mmengine - INFO - Epoch(train) [6][4440/4451] lr: 5.0053e-02 eta: 1:36:55 time: 0.3260 data_time: 0.0096 memory: 8770 grad_norm: 0.1098 loss: 0.0162 recall@thr=0.5: 0.5500 prec@thr=0.5: 0.7000 recall@top3: 0.7542 prec@top3: 0.5333 recall@top5: 0.9500 prec@top5: 0.4200 loss_action_cls: 0.0162 2022/12/04 13:32:26 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 13:32:26 - mmengine - INFO - Epoch(train) [6][4451/4451] lr: 5.0004e-02 eta: 1:36:51 time: 0.3203 data_time: 0.0095 memory: 8770 grad_norm: 0.1094 loss: 0.0171 recall@thr=0.5: 0.7583 prec@thr=0.5: 0.9643 recall@top3: 0.8298 prec@top3: 0.7381 recall@top5: 0.9714 prec@top5: 0.5429 loss_action_cls: 0.0171 2022/12/04 13:32:26 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/12/04 13:32:32 - mmengine - INFO - Epoch(val) [6][ 20/6282] eta: 0:04:34 time: 0.0438 data_time: 0.0089 memory: 922 2022/12/04 13:32:33 - mmengine - INFO - Epoch(val) [6][ 40/6282] eta: 0:04:21 time: 0.0400 data_time: 0.0043 memory: 922 2022/12/04 13:32:33 - mmengine - INFO - Epoch(val) [6][ 60/6282] eta: 0:04:16 time: 0.0399 data_time: 0.0056 memory: 922 2022/12/04 13:32:34 - mmengine - INFO - Epoch(val) [6][ 80/6282] eta: 0:04:13 time: 0.0396 data_time: 0.0048 memory: 922 2022/12/04 13:32:35 - mmengine - INFO - Epoch(val) [6][ 100/6282] eta: 0:04:13 time: 0.0413 data_time: 0.0051 memory: 922 2022/12/04 13:32:36 - mmengine - INFO - Epoch(val) [6][ 120/6282] eta: 0:04:22 time: 0.0511 data_time: 0.0059 memory: 993 2022/12/04 13:32:37 - mmengine - INFO - Epoch(val) [6][ 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time: 0.0476 data_time: 0.0056 memory: 993 2022/12/04 13:32:45 - mmengine - INFO - Epoch(val) [6][ 320/6282] eta: 0:04:28 time: 0.0504 data_time: 0.0062 memory: 993 2022/12/04 13:32:46 - mmengine - INFO - Epoch(val) [6][ 340/6282] eta: 0:04:28 time: 0.0490 data_time: 0.0057 memory: 993 2022/12/04 13:32:47 - mmengine - INFO - Epoch(val) [6][ 360/6282] eta: 0:04:29 time: 0.0495 data_time: 0.0061 memory: 993 2022/12/04 13:32:48 - mmengine - INFO - Epoch(val) [6][ 380/6282] eta: 0:04:28 time: 0.0470 data_time: 0.0042 memory: 993 2022/12/04 13:32:49 - mmengine - INFO - Epoch(val) [6][ 400/6282] eta: 0:04:28 time: 0.0473 data_time: 0.0054 memory: 993 2022/12/04 13:32:50 - mmengine - INFO - Epoch(val) [6][ 420/6282] eta: 0:04:27 time: 0.0434 data_time: 0.0039 memory: 938 2022/12/04 13:32:51 - mmengine - INFO - Epoch(val) [6][ 440/6282] eta: 0:04:26 time: 0.0453 data_time: 0.0075 memory: 938 2022/12/04 13:32:52 - mmengine - INFO - Epoch(val) [6][ 460/6282] eta: 0:04:25 time: 0.0472 data_time: 0.0080 memory: 938 2022/12/04 13:32:53 - mmengine - INFO - Epoch(val) [6][ 480/6282] eta: 0:04:24 time: 0.0438 data_time: 0.0055 memory: 938 2022/12/04 13:32:54 - mmengine - INFO - Epoch(val) [6][ 500/6282] eta: 0:04:22 time: 0.0429 data_time: 0.0040 memory: 938 2022/12/04 13:32:55 - mmengine - INFO - Epoch(val) [6][ 520/6282] eta: 0:04:20 time: 0.0413 data_time: 0.0049 memory: 934 2022/12/04 13:32:56 - mmengine - INFO - Epoch(val) [6][ 540/6282] eta: 0:04:19 time: 0.0427 data_time: 0.0053 memory: 934 2022/12/04 13:32:56 - mmengine - INFO - Epoch(val) [6][ 560/6282] eta: 0:04:17 time: 0.0425 data_time: 0.0046 memory: 934 2022/12/04 13:32:57 - mmengine - INFO - Epoch(val) [6][ 580/6282] eta: 0:04:16 time: 0.0429 data_time: 0.0041 memory: 934 2022/12/04 13:32:58 - mmengine - INFO - Epoch(val) [6][ 600/6282] eta: 0:04:17 time: 0.0556 data_time: 0.0075 memory: 934 2022/12/04 13:32:59 - mmengine - INFO - Epoch(val) [6][ 620/6282] eta: 0:04:18 time: 0.0520 data_time: 0.0081 memory: 934 2022/12/04 13:33:00 - mmengine - INFO - Epoch(val) [6][ 640/6282] eta: 0:04:18 time: 0.0518 data_time: 0.0074 memory: 931 2022/12/04 13:33:01 - mmengine - INFO - Epoch(val) [6][ 660/6282] eta: 0:04:17 time: 0.0483 data_time: 0.0095 memory: 931 2022/12/04 13:33:02 - mmengine - INFO - Epoch(val) [6][ 680/6282] eta: 0:04:17 time: 0.0486 data_time: 0.0063 memory: 931 2022/12/04 13:33:03 - mmengine - INFO - Epoch(val) [6][ 700/6282] eta: 0:04:16 time: 0.0459 data_time: 0.0058 memory: 931 2022/12/04 13:33:04 - mmengine - INFO - Epoch(val) [6][ 720/6282] eta: 0:04:15 time: 0.0487 data_time: 0.0048 memory: 993 2022/12/04 13:33:05 - mmengine - INFO - Epoch(val) [6][ 740/6282] eta: 0:04:15 time: 0.0502 data_time: 0.0084 memory: 993 2022/12/04 13:33:06 - mmengine - INFO - Epoch(val) [6][ 760/6282] eta: 0:04:15 time: 0.0526 data_time: 0.0057 memory: 993 2022/12/04 13:33:07 - mmengine - INFO - Epoch(val) [6][ 780/6282] eta: 0:04:15 time: 0.0512 data_time: 0.0072 memory: 993 2022/12/04 13:33:08 - mmengine - INFO - Epoch(val) [6][ 800/6282] eta: 0:04:14 time: 0.0469 data_time: 0.0028 memory: 993 2022/12/04 13:33:09 - mmengine - INFO - Epoch(val) [6][ 820/6282] eta: 0:04:13 time: 0.0467 data_time: 0.0048 memory: 993 2022/12/04 13:33:10 - mmengine - INFO - Epoch(val) [6][ 840/6282] eta: 0:04:12 time: 0.0422 data_time: 0.0040 memory: 934 2022/12/04 13:33:11 - mmengine - INFO - Epoch(val) [6][ 860/6282] eta: 0:04:11 time: 0.0448 data_time: 0.0052 memory: 934 2022/12/04 13:33:12 - mmengine - INFO - Epoch(val) [6][ 880/6282] eta: 0:04:09 time: 0.0441 data_time: 0.0054 memory: 934 2022/12/04 13:33:13 - mmengine - INFO - Epoch(val) [6][ 900/6282] eta: 0:04:08 time: 0.0442 data_time: 0.0055 memory: 934 2022/12/04 13:33:14 - mmengine - INFO - Epoch(val) [6][ 920/6282] eta: 0:04:07 time: 0.0433 data_time: 0.0059 memory: 934 2022/12/04 13:33:15 - mmengine - INFO - Epoch(val) [6][ 940/6282] eta: 0:04:05 time: 0.0408 data_time: 0.0059 memory: 922 2022/12/04 13:33:15 - mmengine - INFO - Epoch(val) [6][ 960/6282] eta: 0:04:04 time: 0.0419 data_time: 0.0033 memory: 922 2022/12/04 13:33:16 - mmengine - INFO - Epoch(val) [6][ 980/6282] eta: 0:04:02 time: 0.0394 data_time: 0.0052 memory: 922 2022/12/04 13:33:17 - mmengine - INFO - Epoch(val) [6][1000/6282] eta: 0:04:01 time: 0.0426 data_time: 0.0060 memory: 922 2022/12/04 13:33:18 - mmengine - INFO - Epoch(val) [6][1020/6282] eta: 0:04:00 time: 0.0437 data_time: 0.0065 memory: 934 2022/12/04 13:33:19 - mmengine - INFO - Epoch(val) [6][1040/6282] eta: 0:03:59 time: 0.0405 data_time: 0.0039 memory: 934 2022/12/04 13:33:20 - mmengine - INFO - Epoch(val) [6][1060/6282] eta: 0:03:57 time: 0.0433 data_time: 0.0068 memory: 934 2022/12/04 13:33:20 - mmengine - INFO - Epoch(val) [6][1080/6282] eta: 0:03:56 time: 0.0447 data_time: 0.0051 memory: 934 2022/12/04 13:33:21 - mmengine - INFO - Epoch(val) [6][1100/6282] eta: 0:03:56 time: 0.0465 data_time: 0.0051 memory: 934 2022/12/04 13:33:22 - mmengine - INFO - Epoch(val) [6][1120/6282] eta: 0:03:55 time: 0.0441 data_time: 0.0041 memory: 934 2022/12/04 13:33:23 - mmengine - INFO - Epoch(val) [6][1140/6282] eta: 0:03:54 time: 0.0538 data_time: 0.0077 memory: 934 2022/12/04 13:33:24 - mmengine - INFO - Epoch(val) [6][1160/6282] eta: 0:03:54 time: 0.0537 data_time: 0.0068 memory: 934 2022/12/04 13:33:26 - mmengine - INFO - Epoch(val) [6][1180/6282] eta: 0:03:54 time: 0.0560 data_time: 0.0092 memory: 934 2022/12/04 13:33:27 - mmengine - INFO - Epoch(val) [6][1200/6282] eta: 0:03:54 time: 0.0514 data_time: 0.0071 memory: 934 2022/12/04 13:33:28 - mmengine - INFO - Epoch(val) [6][1220/6282] eta: 0:03:53 time: 0.0524 data_time: 0.0076 memory: 934 2022/12/04 13:33:29 - mmengine - INFO - Epoch(val) [6][1240/6282] eta: 0:03:53 time: 0.0589 data_time: 0.0056 memory: 993 2022/12/04 13:33:30 - mmengine - INFO - Epoch(val) [6][1260/6282] eta: 0:03:54 time: 0.0597 data_time: 0.0077 memory: 993 2022/12/04 13:33:31 - mmengine - INFO - Epoch(val) [6][1280/6282] eta: 0:03:54 time: 0.0606 data_time: 0.0074 memory: 993 2022/12/04 13:33:32 - mmengine - INFO - Epoch(val) [6][1300/6282] eta: 0:03:54 time: 0.0573 data_time: 0.0049 memory: 993 2022/12/04 13:33:34 - mmengine - INFO - Epoch(val) [6][1320/6282] eta: 0:03:53 time: 0.0549 data_time: 0.0053 memory: 993 2022/12/04 13:33:34 - mmengine - INFO - Epoch(val) [6][1340/6282] eta: 0:03:52 time: 0.0483 data_time: 0.0042 memory: 993 2022/12/04 13:33:35 - mmengine - INFO - Epoch(val) [6][1360/6282] eta: 0:03:52 time: 0.0485 data_time: 0.0049 memory: 993 2022/12/04 13:33:36 - mmengine - INFO - Epoch(val) [6][1380/6282] eta: 0:03:51 time: 0.0476 data_time: 0.0057 memory: 993 2022/12/04 13:33:37 - mmengine - INFO - Epoch(val) [6][1400/6282] eta: 0:03:50 time: 0.0465 data_time: 0.0044 memory: 993 2022/12/04 13:33:38 - mmengine - INFO - Epoch(val) [6][1420/6282] eta: 0:03:49 time: 0.0478 data_time: 0.0064 memory: 993 2022/12/04 13:33:39 - mmengine - INFO - Epoch(val) [6][1440/6282] eta: 0:03:47 time: 0.0421 data_time: 0.0044 memory: 993 2022/12/04 13:33:40 - mmengine - INFO - Epoch(val) [6][1460/6282] eta: 0:03:46 time: 0.0440 data_time: 0.0043 memory: 993 2022/12/04 13:33:41 - mmengine - INFO - Epoch(val) [6][1480/6282] eta: 0:03:45 time: 0.0446 data_time: 0.0037 memory: 993 2022/12/04 13:33:42 - mmengine - INFO - Epoch(val) [6][1500/6282] eta: 0:03:44 time: 0.0445 data_time: 0.0042 memory: 993 2022/12/04 13:33:43 - mmengine - INFO - Epoch(val) [6][1520/6282] eta: 0:03:43 time: 0.0444 data_time: 0.0035 memory: 1080 2022/12/04 13:33:44 - mmengine - INFO - Epoch(val) [6][1540/6282] eta: 0:03:42 time: 0.0486 data_time: 0.0034 memory: 1080 2022/12/04 13:33:45 - mmengine - INFO - Epoch(val) [6][1560/6282] eta: 0:03:41 time: 0.0514 data_time: 0.0057 memory: 1080 2022/12/04 13:33:46 - mmengine - INFO - Epoch(val) [6][1580/6282] eta: 0:03:41 time: 0.0516 data_time: 0.0044 memory: 1080 2022/12/04 13:33:47 - mmengine - INFO - Epoch(val) [6][1600/6282] eta: 0:03:40 time: 0.0511 data_time: 0.0034 memory: 1080 2022/12/04 13:33:48 - mmengine - INFO - Epoch(val) [6][1620/6282] eta: 0:03:39 time: 0.0475 data_time: 0.0034 memory: 1080 2022/12/04 13:33:49 - mmengine - INFO - Epoch(val) [6][1640/6282] eta: 0:03:38 time: 0.0459 data_time: 0.0054 memory: 993 2022/12/04 13:33:50 - mmengine - INFO - Epoch(val) [6][1660/6282] eta: 0:03:37 time: 0.0456 data_time: 0.0053 memory: 993 2022/12/04 13:33:50 - mmengine - INFO - Epoch(val) [6][1680/6282] eta: 0:03:36 time: 0.0440 data_time: 0.0041 memory: 993 2022/12/04 13:33:51 - mmengine - INFO - Epoch(val) [6][1700/6282] eta: 0:03:35 time: 0.0416 data_time: 0.0027 memory: 993 2022/12/04 13:33:52 - mmengine - INFO - Epoch(val) [6][1720/6282] eta: 0:03:34 time: 0.0468 data_time: 0.0039 memory: 993 2022/12/04 13:33:53 - mmengine - INFO - Epoch(val) [6][1740/6282] eta: 0:03:33 time: 0.0541 data_time: 0.0079 memory: 993 2022/12/04 13:33:55 - mmengine - INFO - Epoch(val) [6][1760/6282] eta: 0:03:33 time: 0.0569 data_time: 0.0074 memory: 993 2022/12/04 13:33:56 - mmengine - INFO - Epoch(val) [6][1780/6282] eta: 0:03:32 time: 0.0562 data_time: 0.0057 memory: 993 2022/12/04 13:33:57 - mmengine - INFO - Epoch(val) [6][1800/6282] eta: 0:03:32 time: 0.0581 data_time: 0.0071 memory: 993 2022/12/04 13:33:58 - mmengine - INFO - Epoch(val) [6][1820/6282] eta: 0:03:31 time: 0.0572 data_time: 0.0087 memory: 993 2022/12/04 13:33:59 - mmengine - INFO - Epoch(val) [6][1840/6282] eta: 0:03:31 time: 0.0486 data_time: 0.0047 memory: 993 2022/12/04 13:34:00 - mmengine - INFO - Epoch(val) [6][1860/6282] eta: 0:03:30 time: 0.0522 data_time: 0.0080 memory: 993 2022/12/04 13:34:01 - mmengine - INFO - Epoch(val) [6][1880/6282] eta: 0:03:29 time: 0.0490 data_time: 0.0053 memory: 993 2022/12/04 13:34:02 - mmengine - INFO - Epoch(val) [6][1900/6282] eta: 0:03:28 time: 0.0534 data_time: 0.0120 memory: 993 2022/12/04 13:34:03 - mmengine - INFO - Epoch(val) [6][1920/6282] eta: 0:03:28 time: 0.0521 data_time: 0.0067 memory: 993 2022/12/04 13:34:04 - mmengine - INFO - Epoch(val) [6][1940/6282] eta: 0:03:27 time: 0.0466 data_time: 0.0042 memory: 993 2022/12/04 13:34:05 - mmengine - INFO - Epoch(val) [6][1960/6282] eta: 0:03:26 time: 0.0472 data_time: 0.0055 memory: 938 2022/12/04 13:34:06 - mmengine - INFO - Epoch(val) [6][1980/6282] eta: 0:03:24 time: 0.0430 data_time: 0.0055 memory: 938 2022/12/04 13:34:07 - mmengine - INFO - Epoch(val) [6][2000/6282] eta: 0:03:23 time: 0.0435 data_time: 0.0049 memory: 938 2022/12/04 13:34:08 - mmengine - INFO - Epoch(val) [6][2020/6282] eta: 0:03:22 time: 0.0449 data_time: 0.0061 memory: 938 2022/12/04 13:34:09 - mmengine - INFO - Epoch(val) [6][2040/6282] eta: 0:03:21 time: 0.0432 data_time: 0.0055 memory: 938 2022/12/04 13:34:09 - mmengine - INFO - Epoch(val) [6][2060/6282] eta: 0:03:20 time: 0.0447 data_time: 0.0051 memory: 938 2022/12/04 13:34:10 - mmengine - INFO - Epoch(val) [6][2080/6282] eta: 0:03:19 time: 0.0445 data_time: 0.0050 memory: 938 2022/12/04 13:34:11 - mmengine - INFO - Epoch(val) [6][2100/6282] eta: 0:03:18 time: 0.0447 data_time: 0.0060 memory: 938 2022/12/04 13:34:12 - mmengine - INFO - Epoch(val) [6][2120/6282] eta: 0:03:17 time: 0.0444 data_time: 0.0049 memory: 938 2022/12/04 13:34:13 - mmengine - INFO - Epoch(val) [6][2140/6282] eta: 0:03:16 time: 0.0445 data_time: 0.0064 memory: 938 2022/12/04 13:34:14 - mmengine - INFO - Epoch(val) [6][2160/6282] eta: 0:03:15 time: 0.0445 data_time: 0.0043 memory: 934 2022/12/04 13:34:15 - mmengine - INFO - Epoch(val) [6][2180/6282] eta: 0:03:14 time: 0.0437 data_time: 0.0046 memory: 934 2022/12/04 13:34:16 - mmengine - INFO - Epoch(val) [6][2200/6282] eta: 0:03:12 time: 0.0428 data_time: 0.0063 memory: 934 2022/12/04 13:34:17 - mmengine - INFO - Epoch(val) [6][2220/6282] eta: 0:03:11 time: 0.0438 data_time: 0.0056 memory: 934 2022/12/04 13:34:17 - mmengine - INFO - Epoch(val) [6][2240/6282] eta: 0:03:10 time: 0.0435 data_time: 0.0053 memory: 934 2022/12/04 13:34:18 - mmengine - INFO - Epoch(val) [6][2260/6282] eta: 0:03:09 time: 0.0429 data_time: 0.0059 memory: 938 2022/12/04 13:34:19 - mmengine - INFO - Epoch(val) [6][2280/6282] eta: 0:03:08 time: 0.0448 data_time: 0.0064 memory: 938 2022/12/04 13:34:20 - mmengine - INFO - Epoch(val) [6][2300/6282] eta: 0:03:07 time: 0.0429 data_time: 0.0045 memory: 938 2022/12/04 13:34:21 - mmengine - INFO - Epoch(val) [6][2320/6282] eta: 0:03:06 time: 0.0488 data_time: 0.0062 memory: 938 2022/12/04 13:34:22 - mmengine - INFO - Epoch(val) [6][2340/6282] eta: 0:03:05 time: 0.0399 data_time: 0.0057 memory: 938 2022/12/04 13:34:23 - mmengine - INFO - Epoch(val) [6][2360/6282] eta: 0:03:04 time: 0.0449 data_time: 0.0068 memory: 934 2022/12/04 13:34:24 - mmengine - INFO - Epoch(val) [6][2380/6282] eta: 0:03:03 time: 0.0450 data_time: 0.0057 memory: 934 2022/12/04 13:34:25 - mmengine - INFO - Epoch(val) [6][2400/6282] eta: 0:03:02 time: 0.0434 data_time: 0.0047 memory: 934 2022/12/04 13:34:25 - mmengine - INFO - Epoch(val) [6][2420/6282] eta: 0:03:01 time: 0.0477 data_time: 0.0056 memory: 934 2022/12/04 13:34:27 - mmengine - INFO - Epoch(val) [6][2440/6282] eta: 0:03:00 time: 0.0547 data_time: 0.0066 memory: 934 2022/12/04 13:34:28 - mmengine - INFO - Epoch(val) [6][2460/6282] eta: 0:03:00 time: 0.0586 data_time: 0.0068 memory: 993 2022/12/04 13:34:29 - mmengine - INFO - Epoch(val) [6][2480/6282] eta: 0:02:59 time: 0.0559 data_time: 0.0070 memory: 993 2022/12/04 13:34:30 - mmengine - INFO - Epoch(val) [6][2500/6282] eta: 0:02:58 time: 0.0573 data_time: 0.0071 memory: 993 2022/12/04 13:34:31 - mmengine - INFO - Epoch(val) [6][2520/6282] eta: 0:02:58 time: 0.0553 data_time: 0.0065 memory: 993 2022/12/04 13:34:32 - mmengine - INFO - Epoch(val) [6][2540/6282] eta: 0:02:57 time: 0.0469 data_time: 0.0048 memory: 993 2022/12/04 13:34:33 - mmengine - INFO - Epoch(val) [6][2560/6282] eta: 0:02:56 time: 0.0442 data_time: 0.0036 memory: 993 2022/12/04 13:34:34 - mmengine - INFO - Epoch(val) [6][2580/6282] eta: 0:02:55 time: 0.0454 data_time: 0.0036 memory: 993 2022/12/04 13:34:35 - mmengine - INFO - Epoch(val) [6][2600/6282] eta: 0:02:54 time: 0.0451 data_time: 0.0035 memory: 993 2022/12/04 13:34:36 - mmengine - INFO - Epoch(val) [6][2620/6282] eta: 0:02:53 time: 0.0449 data_time: 0.0042 memory: 993 2022/12/04 13:34:37 - mmengine - INFO - Epoch(val) [6][2640/6282] eta: 0:02:52 time: 0.0429 data_time: 0.0031 memory: 993 2022/12/04 13:34:38 - mmengine - INFO - Epoch(val) [6][2660/6282] eta: 0:02:51 time: 0.0574 data_time: 0.0060 memory: 1071 2022/12/04 13:34:39 - mmengine - INFO - Epoch(val) [6][2680/6282] eta: 0:02:50 time: 0.0541 data_time: 0.0039 memory: 1071 2022/12/04 13:34:40 - mmengine - INFO - Epoch(val) [6][2700/6282] eta: 0:02:49 time: 0.0545 data_time: 0.0045 memory: 1071 2022/12/04 13:34:41 - mmengine - INFO - Epoch(val) [6][2720/6282] eta: 0:02:49 time: 0.0544 data_time: 0.0048 memory: 1071 2022/12/04 13:34:42 - mmengine - INFO - Epoch(val) [6][2740/6282] eta: 0:02:48 time: 0.0518 data_time: 0.0044 memory: 1071 2022/12/04 13:34:43 - mmengine - INFO - Epoch(val) [6][2760/6282] eta: 0:02:47 time: 0.0426 data_time: 0.0039 memory: 938 2022/12/04 13:34:44 - mmengine - INFO - Epoch(val) [6][2780/6282] eta: 0:02:46 time: 0.0428 data_time: 0.0050 memory: 938 2022/12/04 13:34:45 - mmengine - INFO - Epoch(val) [6][2800/6282] eta: 0:02:45 time: 0.0411 data_time: 0.0046 memory: 938 2022/12/04 13:34:45 - mmengine - INFO - Epoch(val) [6][2820/6282] eta: 0:02:43 time: 0.0398 data_time: 0.0036 memory: 938 2022/12/04 13:34:46 - mmengine - INFO - Epoch(val) [6][2840/6282] eta: 0:02:42 time: 0.0402 data_time: 0.0053 memory: 938 2022/12/04 13:34:47 - mmengine - INFO - Epoch(val) [6][2860/6282] eta: 0:02:41 time: 0.0443 data_time: 0.0036 memory: 993 2022/12/04 13:34:48 - mmengine - INFO - Epoch(val) [6][2880/6282] eta: 0:02:40 time: 0.0469 data_time: 0.0037 memory: 993 2022/12/04 13:34:49 - mmengine - INFO - Epoch(val) [6][2900/6282] eta: 0:02:39 time: 0.0451 data_time: 0.0043 memory: 993 2022/12/04 13:34:50 - mmengine - INFO - Epoch(val) [6][2920/6282] eta: 0:02:38 time: 0.0420 data_time: 0.0044 memory: 993 2022/12/04 13:34:51 - mmengine - INFO - Epoch(val) [6][2940/6282] eta: 0:02:37 time: 0.0406 data_time: 0.0057 memory: 962 2022/12/04 13:34:51 - mmengine - INFO - Epoch(val) [6][2960/6282] eta: 0:02:36 time: 0.0407 data_time: 0.0043 memory: 962 2022/12/04 13:34:52 - mmengine - INFO - Epoch(val) [6][2980/6282] eta: 0:02:35 time: 0.0424 data_time: 0.0042 memory: 962 2022/12/04 13:34:53 - mmengine - INFO - Epoch(val) [6][3000/6282] eta: 0:02:34 time: 0.0420 data_time: 0.0044 memory: 962 2022/12/04 13:34:54 - mmengine - INFO - Epoch(val) [6][3020/6282] eta: 0:02:33 time: 0.0485 data_time: 0.0057 memory: 993 2022/12/04 13:34:55 - mmengine - INFO - Epoch(val) [6][3040/6282] eta: 0:02:32 time: 0.0510 data_time: 0.0061 memory: 993 2022/12/04 13:34:56 - mmengine - INFO - Epoch(val) [6][3060/6282] eta: 0:02:31 time: 0.0476 data_time: 0.0049 memory: 993 2022/12/04 13:34:57 - mmengine - INFO - Epoch(val) [6][3080/6282] eta: 0:02:30 time: 0.0497 data_time: 0.0046 memory: 993 2022/12/04 13:34:58 - mmengine - INFO - Epoch(val) [6][3100/6282] eta: 0:02:29 time: 0.0452 data_time: 0.0055 memory: 993 2022/12/04 13:34:59 - mmengine - INFO - Epoch(val) [6][3120/6282] eta: 0:02:28 time: 0.0428 data_time: 0.0053 memory: 938 2022/12/04 13:35:00 - mmengine - INFO - Epoch(val) [6][3140/6282] eta: 0:02:27 time: 0.0416 data_time: 0.0056 memory: 938 2022/12/04 13:35:01 - mmengine - INFO - Epoch(val) [6][3160/6282] eta: 0:02:26 time: 0.0418 data_time: 0.0036 memory: 938 2022/12/04 13:35:01 - mmengine - INFO - Epoch(val) [6][3180/6282] eta: 0:02:25 time: 0.0399 data_time: 0.0038 memory: 938 2022/12/04 13:35:02 - mmengine - INFO - Epoch(val) [6][3200/6282] eta: 0:02:24 time: 0.0474 data_time: 0.0059 memory: 993 2022/12/04 13:35:03 - mmengine - INFO - Epoch(val) [6][3220/6282] eta: 0:02:23 time: 0.0490 data_time: 0.0048 memory: 993 2022/12/04 13:35:04 - mmengine - INFO - Epoch(val) 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0:02:15 time: 0.0414 data_time: 0.0050 memory: 934 2022/12/04 13:35:13 - mmengine - INFO - Epoch(val) [6][3420/6282] eta: 0:02:14 time: 0.0457 data_time: 0.0070 memory: 934 2022/12/04 13:35:13 - mmengine - INFO - Epoch(val) [6][3440/6282] eta: 0:02:13 time: 0.0422 data_time: 0.0045 memory: 934 2022/12/04 13:35:14 - mmengine - INFO - Epoch(val) [6][3460/6282] eta: 0:02:12 time: 0.0410 data_time: 0.0033 memory: 934 2022/12/04 13:35:15 - mmengine - INFO - Epoch(val) [6][3480/6282] eta: 0:02:11 time: 0.0429 data_time: 0.0055 memory: 934 2022/12/04 13:35:16 - mmengine - INFO - Epoch(val) [6][3500/6282] eta: 0:02:10 time: 0.0416 data_time: 0.0042 memory: 934 2022/12/04 13:35:17 - mmengine - INFO - Epoch(val) [6][3520/6282] eta: 0:02:09 time: 0.0413 data_time: 0.0043 memory: 934 2022/12/04 13:35:18 - mmengine - INFO - Epoch(val) [6][3540/6282] eta: 0:02:08 time: 0.0417 data_time: 0.0053 memory: 934 2022/12/04 13:35:19 - mmengine - INFO - Epoch(val) [6][3560/6282] eta: 0:02:07 time: 0.0435 data_time: 0.0049 memory: 934 2022/12/04 13:35:19 - mmengine - INFO - Epoch(val) [6][3580/6282] eta: 0:02:06 time: 0.0433 data_time: 0.0040 memory: 976 2022/12/04 13:35:20 - mmengine - INFO - Epoch(val) [6][3600/6282] eta: 0:02:05 time: 0.0434 data_time: 0.0038 memory: 976 2022/12/04 13:35:21 - mmengine - INFO - Epoch(val) [6][3620/6282] eta: 0:02:04 time: 0.0470 data_time: 0.0064 memory: 976 2022/12/04 13:35:22 - mmengine - INFO - Epoch(val) [6][3640/6282] eta: 0:02:03 time: 0.0446 data_time: 0.0065 memory: 976 2022/12/04 13:35:23 - mmengine - INFO - Epoch(val) [6][3660/6282] eta: 0:02:02 time: 0.0488 data_time: 0.0079 memory: 976 2022/12/04 13:35:24 - mmengine - INFO - Epoch(val) [6][3680/6282] eta: 0:02:01 time: 0.0476 data_time: 0.0051 memory: 993 2022/12/04 13:35:25 - mmengine - INFO - Epoch(val) [6][3700/6282] eta: 0:02:00 time: 0.0475 data_time: 0.0045 memory: 993 2022/12/04 13:35:26 - mmengine - INFO - Epoch(val) [6][3720/6282] eta: 0:01:59 time: 0.0468 data_time: 0.0051 memory: 993 2022/12/04 13:35:27 - mmengine - INFO - Epoch(val) [6][3740/6282] eta: 0:01:58 time: 0.0492 data_time: 0.0051 memory: 993 2022/12/04 13:35:28 - mmengine - INFO - Epoch(val) [6][3760/6282] eta: 0:01:57 time: 0.0502 data_time: 0.0050 memory: 993 2022/12/04 13:35:29 - mmengine - INFO - Epoch(val) [6][3780/6282] eta: 0:01:57 time: 0.0492 data_time: 0.0050 memory: 993 2022/12/04 13:35:30 - mmengine - INFO - Epoch(val) [6][3800/6282] eta: 0:01:56 time: 0.0485 data_time: 0.0048 memory: 993 2022/12/04 13:35:31 - mmengine - INFO - Epoch(val) [6][3820/6282] eta: 0:01:55 time: 0.0483 data_time: 0.0061 memory: 993 2022/12/04 13:35:32 - mmengine - INFO - Epoch(val) [6][3840/6282] eta: 0:01:54 time: 0.0460 data_time: 0.0053 memory: 993 2022/12/04 13:35:33 - mmengine - INFO - Epoch(val) [6][3860/6282] eta: 0:01:53 time: 0.0464 data_time: 0.0066 memory: 993 2022/12/04 13:35:34 - mmengine - INFO - Epoch(val) [6][3880/6282] eta: 0:01:52 time: 0.0469 data_time: 0.0054 memory: 993 2022/12/04 13:35:35 - mmengine - INFO - Epoch(val) [6][3900/6282] eta: 0:01:51 time: 0.0448 data_time: 0.0057 memory: 993 2022/12/04 13:35:36 - mmengine - INFO - Epoch(val) [6][3920/6282] eta: 0:01:50 time: 0.0460 data_time: 0.0049 memory: 993 2022/12/04 13:35:36 - mmengine - INFO - Epoch(val) [6][3940/6282] eta: 0:01:49 time: 0.0434 data_time: 0.0036 memory: 993 2022/12/04 13:35:37 - mmengine - INFO - Epoch(val) [6][3960/6282] eta: 0:01:48 time: 0.0408 data_time: 0.0033 memory: 993 2022/12/04 13:35:38 - mmengine - INFO - Epoch(val) [6][3980/6282] eta: 0:01:47 time: 0.0401 data_time: 0.0028 memory: 993 2022/12/04 13:35:39 - mmengine - INFO - Epoch(val) [6][4000/6282] eta: 0:01:46 time: 0.0420 data_time: 0.0030 memory: 993 2022/12/04 13:35:40 - mmengine - INFO - Epoch(val) [6][4020/6282] eta: 0:01:45 time: 0.0399 data_time: 0.0023 memory: 993 2022/12/04 13:35:41 - mmengine - INFO - Epoch(val) [6][4040/6282] eta: 0:01:44 time: 0.0435 data_time: 0.0039 memory: 1071 2022/12/04 13:35:42 - mmengine - INFO - Epoch(val) [6][4060/6282] eta: 0:01:43 time: 0.0536 data_time: 0.0046 memory: 1071 2022/12/04 13:35:43 - mmengine - INFO - Epoch(val) [6][4080/6282] eta: 0:01:42 time: 0.0551 data_time: 0.0059 memory: 1071 2022/12/04 13:35:44 - mmengine - INFO - Epoch(val) [6][4100/6282] eta: 0:01:41 time: 0.0559 data_time: 0.0060 memory: 1071 2022/12/04 13:35:45 - mmengine - INFO - Epoch(val) [6][4120/6282] eta: 0:01:41 time: 0.0546 data_time: 0.0058 memory: 1071 2022/12/04 13:35:46 - mmengine - INFO - Epoch(val) [6][4140/6282] eta: 0:01:40 time: 0.0517 data_time: 0.0086 memory: 1071 2022/12/04 13:35:47 - mmengine - INFO - Epoch(val) [6][4160/6282] eta: 0:01:39 time: 0.0433 data_time: 0.0054 memory: 934 2022/12/04 13:35:48 - mmengine - INFO - Epoch(val) [6][4180/6282] eta: 0:01:38 time: 0.0414 data_time: 0.0041 memory: 934 2022/12/04 13:35:49 - mmengine - INFO - Epoch(val) [6][4200/6282] eta: 0:01:37 time: 0.0435 data_time: 0.0045 memory: 934 2022/12/04 13:35:49 - mmengine - INFO - Epoch(val) [6][4220/6282] eta: 0:01:36 time: 0.0405 data_time: 0.0045 memory: 934 2022/12/04 13:35:50 - mmengine - INFO - Epoch(val) [6][4240/6282] eta: 0:01:35 time: 0.0429 data_time: 0.0036 memory: 934 2022/12/04 13:35:51 - mmengine - INFO - Epoch(val) [6][4260/6282] eta: 0:01:34 time: 0.0399 data_time: 0.0031 memory: 933 2022/12/04 13:35:52 - mmengine - INFO - Epoch(val) [6][4280/6282] eta: 0:01:33 time: 0.0402 data_time: 0.0050 memory: 933 2022/12/04 13:35:53 - mmengine - INFO - Epoch(val) [6][4300/6282] eta: 0:01:32 time: 0.0395 data_time: 0.0047 memory: 933 2022/12/04 13:35:53 - mmengine - INFO - Epoch(val) [6][4320/6282] eta: 0:01:31 time: 0.0399 data_time: 0.0053 memory: 933 2022/12/04 13:35:54 - mmengine - INFO - Epoch(val) [6][4340/6282] eta: 0:01:30 time: 0.0399 data_time: 0.0045 memory: 933 2022/12/04 13:35:55 - mmengine - INFO - Epoch(val) [6][4360/6282] eta: 0:01:29 time: 0.0448 data_time: 0.0044 memory: 993 2022/12/04 13:35:56 - mmengine - INFO - Epoch(val) [6][4380/6282] eta: 0:01:28 time: 0.0431 data_time: 0.0033 memory: 993 2022/12/04 13:35:57 - mmengine - INFO - Epoch(val) [6][4400/6282] eta: 0:01:27 time: 0.0429 data_time: 0.0036 memory: 993 2022/12/04 13:35:58 - mmengine - INFO - Epoch(val) [6][4420/6282] eta: 0:01:26 time: 0.0468 data_time: 0.0044 memory: 993 2022/12/04 13:35:59 - mmengine - INFO - Epoch(val) [6][4440/6282] eta: 0:01:25 time: 0.0478 data_time: 0.0053 memory: 1000 2022/12/04 13:36:00 - mmengine - INFO - Epoch(val) [6][4460/6282] eta: 0:01:24 time: 0.0491 data_time: 0.0059 memory: 1000 2022/12/04 13:36:01 - mmengine - INFO - Epoch(val) [6][4480/6282] eta: 0:01:23 time: 0.0485 data_time: 0.0042 memory: 1000 2022/12/04 13:36:02 - mmengine - INFO - Epoch(val) [6][4500/6282] eta: 0:01:22 time: 0.0447 data_time: 0.0046 memory: 1000 2022/12/04 13:36:03 - mmengine - INFO - Epoch(val) [6][4520/6282] eta: 0:01:21 time: 0.0472 data_time: 0.0068 memory: 1000 2022/12/04 13:36:03 - mmengine - INFO - Epoch(val) [6][4540/6282] eta: 0:01:20 time: 0.0397 data_time: 0.0033 memory: 938 2022/12/04 13:36:04 - mmengine - INFO - Epoch(val) [6][4560/6282] eta: 0:01:20 time: 0.0391 data_time: 0.0042 memory: 938 2022/12/04 13:36:05 - mmengine - INFO - Epoch(val) [6][4580/6282] eta: 0:01:19 time: 0.0397 data_time: 0.0052 memory: 938 2022/12/04 13:36:06 - mmengine - INFO - Epoch(val) [6][4600/6282] eta: 0:01:18 time: 0.0392 data_time: 0.0041 memory: 938 2022/12/04 13:36:07 - mmengine - INFO - Epoch(val) [6][4620/6282] eta: 0:01:17 time: 0.0420 data_time: 0.0047 memory: 938 2022/12/04 13:36:08 - mmengine - INFO - Epoch(val) [6][4640/6282] eta: 0:01:16 time: 0.0479 data_time: 0.0065 memory: 1000 2022/12/04 13:36:09 - mmengine - INFO - Epoch(val) [6][4660/6282] eta: 0:01:15 time: 0.0439 data_time: 0.0042 memory: 1000 2022/12/04 13:36:09 - mmengine - INFO - Epoch(val) [6][4680/6282] eta: 0:01:14 time: 0.0474 data_time: 0.0032 memory: 1000 2022/12/04 13:36:10 - mmengine - INFO - Epoch(val) [6][4700/6282] eta: 0:01:13 time: 0.0477 data_time: 0.0042 memory: 1000 2022/12/04 13:36:11 - mmengine - INFO - Epoch(val) [6][4720/6282] eta: 0:01:12 time: 0.0461 data_time: 0.0037 memory: 1000 2022/12/04 13:36:12 - mmengine - INFO - Epoch(val) [6][4740/6282] eta: 0:01:11 time: 0.0432 data_time: 0.0050 memory: 959 2022/12/04 13:36:13 - mmengine - INFO - Epoch(val) [6][4760/6282] eta: 0:01:10 time: 0.0409 data_time: 0.0046 memory: 959 2022/12/04 13:36:14 - mmengine - INFO - Epoch(val) [6][4780/6282] eta: 0:01:09 time: 0.0419 data_time: 0.0045 memory: 959 2022/12/04 13:36:15 - mmengine - INFO - Epoch(val) [6][4800/6282] eta: 0:01:08 time: 0.0396 data_time: 0.0044 memory: 959 2022/12/04 13:36:16 - mmengine - INFO - Epoch(val) [6][4820/6282] eta: 0:01:07 time: 0.0427 data_time: 0.0048 memory: 993 2022/12/04 13:36:16 - mmengine - INFO - Epoch(val) [6][4840/6282] eta: 0:01:06 time: 0.0450 data_time: 0.0050 memory: 993 2022/12/04 13:36:17 - mmengine - INFO - Epoch(val) [6][4860/6282] eta: 0:01:05 time: 0.0444 data_time: 0.0036 memory: 993 2022/12/04 13:36:18 - mmengine - INFO - Epoch(val) [6][4880/6282] eta: 0:01:04 time: 0.0457 data_time: 0.0057 memory: 993 2022/12/04 13:36:19 - mmengine - INFO - Epoch(val) [6][4900/6282] eta: 0:01:03 time: 0.0456 data_time: 0.0045 memory: 993 2022/12/04 13:36:20 - mmengine - INFO - Epoch(val) [6][4920/6282] eta: 0:01:03 time: 0.0496 data_time: 0.0065 memory: 996 2022/12/04 13:36:21 - mmengine - INFO - Epoch(val) [6][4940/6282] eta: 0:01:02 time: 0.0502 data_time: 0.0046 memory: 996 2022/12/04 13:36:22 - mmengine - INFO - Epoch(val) [6][4960/6282] eta: 0:01:01 time: 0.0468 data_time: 0.0051 memory: 996 2022/12/04 13:36:23 - mmengine - INFO - Epoch(val) [6][4980/6282] eta: 0:01:00 time: 0.0472 data_time: 0.0045 memory: 996 2022/12/04 13:36:24 - mmengine - INFO - Epoch(val) [6][5000/6282] eta: 0:00:59 time: 0.0477 data_time: 0.0049 memory: 996 2022/12/04 13:36:25 - mmengine - INFO - Epoch(val) [6][5020/6282] eta: 0:00:58 time: 0.0452 data_time: 0.0049 memory: 996 2022/12/04 13:36:26 - mmengine - INFO - Epoch(val) [6][5040/6282] eta: 0:00:57 time: 0.0415 data_time: 0.0052 memory: 938 2022/12/04 13:36:27 - mmengine - INFO - Epoch(val) [6][5060/6282] eta: 0:00:56 time: 0.0442 data_time: 0.0066 memory: 938 2022/12/04 13:36:28 - mmengine - INFO - Epoch(val) [6][5080/6282] eta: 0:00:55 time: 0.0437 data_time: 0.0053 memory: 938 2022/12/04 13:36:28 - mmengine - INFO - Epoch(val) [6][5100/6282] eta: 0:00:54 time: 0.0405 data_time: 0.0040 memory: 938 2022/12/04 13:36:29 - mmengine - INFO - Epoch(val) [6][5120/6282] eta: 0:00:53 time: 0.0428 data_time: 0.0066 memory: 938 2022/12/04 13:36:30 - mmengine - INFO - Epoch(val) [6][5140/6282] eta: 0:00:52 time: 0.0431 data_time: 0.0053 memory: 934 2022/12/04 13:36:31 - mmengine - INFO - Epoch(val) [6][5160/6282] eta: 0:00:51 time: 0.0439 data_time: 0.0057 memory: 934 2022/12/04 13:36:32 - mmengine - INFO - Epoch(val) [6][5180/6282] eta: 0:00:50 time: 0.0424 data_time: 0.0052 memory: 934 2022/12/04 13:36:33 - mmengine - INFO - Epoch(val) [6][5200/6282] eta: 0:00:49 time: 0.0438 data_time: 0.0052 memory: 934 2022/12/04 13:36:34 - mmengine - INFO - Epoch(val) [6][5220/6282] eta: 0:00:49 time: 0.0465 data_time: 0.0069 memory: 934 2022/12/04 13:36:35 - mmengine - INFO - Epoch(val) [6][5240/6282] eta: 0:00:48 time: 0.0453 data_time: 0.0064 memory: 933 2022/12/04 13:36:35 - mmengine - INFO - Epoch(val) [6][5260/6282] eta: 0:00:47 time: 0.0423 data_time: 0.0043 memory: 933 2022/12/04 13:36:36 - mmengine - INFO - Epoch(val) [6][5280/6282] eta: 0:00:46 time: 0.0439 data_time: 0.0040 memory: 933 2022/12/04 13:36:37 - mmengine - INFO - Epoch(val) [6][5300/6282] eta: 0:00:45 time: 0.0410 data_time: 0.0032 memory: 933 2022/12/04 13:36:38 - mmengine - INFO - Epoch(val) [6][5320/6282] eta: 0:00:44 time: 0.0418 data_time: 0.0066 memory: 934 2022/12/04 13:36:39 - mmengine - INFO - Epoch(val) [6][5340/6282] eta: 0:00:43 time: 0.0432 data_time: 0.0041 memory: 934 2022/12/04 13:36:40 - mmengine - INFO - Epoch(val) 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0:00:35 time: 0.0422 data_time: 0.0048 memory: 955 2022/12/04 13:36:47 - mmengine - INFO - Epoch(val) [6][5540/6282] eta: 0:00:34 time: 0.0449 data_time: 0.0056 memory: 955 2022/12/04 13:36:48 - mmengine - INFO - Epoch(val) [6][5560/6282] eta: 0:00:33 time: 0.0469 data_time: 0.0057 memory: 955 2022/12/04 13:36:49 - mmengine - INFO - Epoch(val) [6][5580/6282] eta: 0:00:32 time: 0.0451 data_time: 0.0069 memory: 955 2022/12/04 13:36:50 - mmengine - INFO - Epoch(val) [6][5600/6282] eta: 0:00:31 time: 0.0437 data_time: 0.0063 memory: 955 2022/12/04 13:36:51 - mmengine - INFO - Epoch(val) [6][5620/6282] eta: 0:00:30 time: 0.0418 data_time: 0.0061 memory: 955 2022/12/04 13:36:52 - mmengine - INFO - Epoch(val) [6][5640/6282] eta: 0:00:29 time: 0.0423 data_time: 0.0055 memory: 934 2022/12/04 13:36:53 - mmengine - INFO - Epoch(val) [6][5660/6282] eta: 0:00:28 time: 0.0433 data_time: 0.0048 memory: 934 2022/12/04 13:36:54 - mmengine - INFO - Epoch(val) [6][5680/6282] eta: 0:00:27 time: 0.0408 data_time: 0.0059 memory: 934 2022/12/04 13:36:54 - mmengine - INFO - Epoch(val) [6][5700/6282] eta: 0:00:26 time: 0.0433 data_time: 0.0043 memory: 934 2022/12/04 13:36:55 - mmengine - INFO - Epoch(val) [6][5720/6282] eta: 0:00:25 time: 0.0443 data_time: 0.0050 memory: 968 2022/12/04 13:36:56 - mmengine - INFO - Epoch(val) [6][5740/6282] eta: 0:00:24 time: 0.0460 data_time: 0.0051 memory: 968 2022/12/04 13:36:57 - mmengine - INFO - Epoch(val) [6][5760/6282] eta: 0:00:23 time: 0.0426 data_time: 0.0043 memory: 968 2022/12/04 13:36:58 - mmengine - INFO - Epoch(val) [6][5780/6282] eta: 0:00:23 time: 0.0447 data_time: 0.0044 memory: 968 2022/12/04 13:36:59 - mmengine - INFO - Epoch(val) [6][5800/6282] eta: 0:00:22 time: 0.0444 data_time: 0.0045 memory: 968 2022/12/04 13:37:00 - mmengine - INFO - Epoch(val) [6][5820/6282] eta: 0:00:21 time: 0.0439 data_time: 0.0062 memory: 968 2022/12/04 13:37:01 - mmengine - INFO - Epoch(val) [6][5840/6282] eta: 0:00:20 time: 0.0470 data_time: 0.0067 memory: 955 2022/12/04 13:37:02 - mmengine - INFO - Epoch(val) [6][5860/6282] eta: 0:00:19 time: 0.0440 data_time: 0.0042 memory: 955 2022/12/04 13:37:03 - mmengine - INFO - Epoch(val) [6][5880/6282] eta: 0:00:18 time: 0.0444 data_time: 0.0058 memory: 955 2022/12/04 13:37:03 - mmengine - INFO - Epoch(val) [6][5900/6282] eta: 0:00:17 time: 0.0400 data_time: 0.0047 memory: 955 2022/12/04 13:37:04 - mmengine - INFO - Epoch(val) [6][5920/6282] eta: 0:00:16 time: 0.0435 data_time: 0.0056 memory: 955 2022/12/04 13:37:05 - mmengine - INFO - Epoch(val) [6][5940/6282] eta: 0:00:15 time: 0.0422 data_time: 0.0049 memory: 934 2022/12/04 13:37:06 - mmengine - INFO - Epoch(val) [6][5960/6282] eta: 0:00:14 time: 0.0438 data_time: 0.0061 memory: 934 2022/12/04 13:37:07 - mmengine - INFO - Epoch(val) [6][5980/6282] eta: 0:00:13 time: 0.0415 data_time: 0.0040 memory: 934 2022/12/04 13:37:08 - mmengine - INFO - Epoch(val) [6][6000/6282] eta: 0:00:12 time: 0.0468 data_time: 0.0041 memory: 993 2022/12/04 13:37:09 - mmengine - INFO - Epoch(val) [6][6020/6282] eta: 0:00:12 time: 0.0476 data_time: 0.0047 memory: 993 2022/12/04 13:37:10 - mmengine - INFO - Epoch(val) [6][6040/6282] eta: 0:00:11 time: 0.0479 data_time: 0.0056 memory: 993 2022/12/04 13:37:11 - mmengine - INFO - Epoch(val) [6][6060/6282] eta: 0:00:10 time: 0.0484 data_time: 0.0050 memory: 993 2022/12/04 13:37:12 - mmengine - INFO - Epoch(val) [6][6080/6282] eta: 0:00:09 time: 0.0475 data_time: 0.0037 memory: 993 2022/12/04 13:37:12 - mmengine - INFO - Epoch(val) [6][6100/6282] eta: 0:00:08 time: 0.0436 data_time: 0.0041 memory: 993 2022/12/04 13:37:13 - mmengine - INFO - Epoch(val) [6][6120/6282] eta: 0:00:07 time: 0.0448 data_time: 0.0040 memory: 993 2022/12/04 13:37:14 - mmengine - INFO - Epoch(val) [6][6140/6282] eta: 0:00:06 time: 0.0436 data_time: 0.0035 memory: 993 2022/12/04 13:37:15 - mmengine - INFO - Epoch(val) [6][6160/6282] eta: 0:00:05 time: 0.0438 data_time: 0.0040 memory: 993 2022/12/04 13:37:16 - mmengine - INFO - Epoch(val) [6][6180/6282] eta: 0:00:04 time: 0.0342 data_time: 0.0023 memory: 993 2022/12/04 13:37:17 - mmengine - INFO - Epoch(val) [6][6200/6282] eta: 0:00:03 time: 0.0331 data_time: 0.0016 memory: 993 2022/12/04 13:37:17 - mmengine - INFO - Epoch(val) [6][6220/6282] eta: 0:00:02 time: 0.0332 data_time: 0.0015 memory: 993 2022/12/04 13:37:18 - mmengine - INFO - Epoch(val) [6][6240/6282] eta: 0:00:01 time: 0.0330 data_time: 0.0016 memory: 993 2022/12/04 13:37:18 - mmengine - INFO - Epoch(val) [6][6260/6282] eta: 0:00:01 time: 0.0330 data_time: 0.0015 memory: 993 2022/12/04 13:37:19 - mmengine - INFO - Epoch(val) [6][6280/6282] eta: 0:00:00 time: 0.0327 data_time: 0.0016 memory: 993 2022/12/04 13:42:46 - mmengine - INFO - Epoch(val) [6][6282/6282] mAP/mAP@0.5IOU: 0.2990 2022/12/04 13:42:46 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/hukai/mmaction2/work_dirs/slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb/best_mAP/mAP@0.5IOU_epoch_5.pth is removed 2022/12/04 13:42:48 - mmengine - INFO - The best checkpoint with 0.2990 mAP/mAP@0.5IOU at 6 epoch is saved to best_mAP/mAP@0.5IOU_epoch_6.pth. 2022/12/04 13:42:55 - mmengine - INFO - Epoch(train) [7][ 20/4451] lr: 4.9916e-02 eta: 1:36:45 time: 0.3470 data_time: 0.0286 memory: 8770 grad_norm: 0.1082 loss: 0.0177 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6491 recall@top3: 0.7982 prec@top3: 0.5439 recall@top5: 0.8246 prec@top5: 0.3368 loss_action_cls: 0.0177 2022/12/04 13:43:02 - mmengine - INFO - Epoch(train) [7][ 40/4451] lr: 4.9828e-02 eta: 1:36:39 time: 0.3252 data_time: 0.0099 memory: 8770 grad_norm: 0.1048 loss: 0.0170 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.7760 recall@top3: 0.8177 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.5000 loss_action_cls: 0.0170 2022/12/04 13:43:08 - mmengine - INFO - Epoch(train) [7][ 60/4451] lr: 4.9740e-02 eta: 1:36:32 time: 0.3257 data_time: 0.0104 memory: 8777 grad_norm: 0.1091 loss: 0.0164 recall@thr=0.5: 0.5455 prec@thr=0.5: 0.5962 recall@top3: 0.6038 prec@top3: 0.5128 recall@top5: 0.8077 prec@top5: 0.4231 loss_action_cls: 0.0164 2022/12/04 13:43:15 - mmengine - INFO - Epoch(train) [7][ 80/4451] lr: 4.9652e-02 eta: 1:36:25 time: 0.3262 data_time: 0.0098 memory: 8771 grad_norm: 0.1060 loss: 0.0169 recall@thr=0.5: 0.7851 prec@thr=0.5: 0.9474 recall@top3: 0.8421 prec@top3: 0.7018 recall@top5: 0.9474 prec@top5: 0.4842 loss_action_cls: 0.0169 2022/12/04 13:43:21 - mmengine - INFO - Epoch(train) [7][ 100/4451] lr: 4.9563e-02 eta: 1:36:19 time: 0.3270 data_time: 0.0100 memory: 8771 grad_norm: 0.1132 loss: 0.0157 recall@thr=0.5: 0.5870 prec@thr=0.5: 0.6812 recall@top3: 0.8116 prec@top3: 0.6667 recall@top5: 0.9493 prec@top5: 0.4783 loss_action_cls: 0.0157 2022/12/04 13:43:28 - mmengine - INFO - Epoch(train) [7][ 120/4451] lr: 4.9475e-02 eta: 1:36:12 time: 0.3262 data_time: 0.0126 memory: 8771 grad_norm: 0.1137 loss: 0.0156 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.8250 recall@top3: 0.8000 prec@top3: 0.6667 recall@top5: 0.8833 prec@top5: 0.4400 loss_action_cls: 0.0156 2022/12/04 13:43:35 - mmengine - INFO - Epoch(train) [7][ 140/4451] lr: 4.9387e-02 eta: 1:36:06 time: 0.3264 data_time: 0.0119 memory: 8774 grad_norm: 0.1094 loss: 0.0177 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7500 recall@top3: 0.7014 prec@top3: 0.6806 recall@top5: 0.9028 prec@top5: 0.5417 loss_action_cls: 0.0177 2022/12/04 13:43:41 - mmengine - INFO - Epoch(train) [7][ 160/4451] lr: 4.9299e-02 eta: 1:35:59 time: 0.3272 data_time: 0.0112 memory: 8774 grad_norm: 0.1104 loss: 0.0176 recall@thr=0.5: 0.6222 prec@thr=0.5: 0.6556 recall@top3: 0.8611 prec@top3: 0.6667 recall@top5: 0.9556 prec@top5: 0.4667 loss_action_cls: 0.0176 2022/12/04 13:43:48 - mmengine - INFO - Epoch(train) [7][ 180/4451] lr: 4.9210e-02 eta: 1:35:53 time: 0.3274 data_time: 0.0107 memory: 8770 grad_norm: 0.1132 loss: 0.0176 recall@thr=0.5: 0.7059 prec@thr=0.5: 0.7451 recall@top3: 0.8235 prec@top3: 0.4902 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0176 2022/12/04 13:43:54 - mmengine - INFO - Epoch(train) [7][ 200/4451] lr: 4.9122e-02 eta: 1:35:46 time: 0.3264 data_time: 0.0106 memory: 8790 grad_norm: 0.1106 loss: 0.0180 recall@thr=0.5: 0.8490 prec@thr=0.5: 0.7812 recall@top3: 0.9271 prec@top3: 0.7083 recall@top5: 0.9792 prec@top5: 0.4625 loss_action_cls: 0.0180 2022/12/04 13:44:01 - mmengine - INFO - Epoch(train) [7][ 220/4451] lr: 4.9034e-02 eta: 1:35:40 time: 0.3265 data_time: 0.0099 memory: 8786 grad_norm: 0.1091 loss: 0.0178 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.8000 recall@top3: 0.8417 prec@top3: 0.6333 recall@top5: 0.9417 prec@top5: 0.4000 loss_action_cls: 0.0178 2022/12/04 13:44:07 - mmengine - INFO - Epoch(train) [7][ 240/4451] lr: 4.8946e-02 eta: 1:35:33 time: 0.3256 data_time: 0.0106 memory: 8770 grad_norm: 0.1113 loss: 0.0188 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.8750 recall@top3: 0.8177 prec@top3: 0.6250 recall@top5: 0.9427 prec@top5: 0.4500 loss_action_cls: 0.0188 2022/12/04 13:44:14 - mmengine - INFO - Epoch(train) [7][ 260/4451] lr: 4.8858e-02 eta: 1:35:27 time: 0.3270 data_time: 0.0119 memory: 8799 grad_norm: 0.1089 loss: 0.0164 recall@thr=0.5: 0.7976 prec@thr=0.5: 0.9048 recall@top3: 0.8571 prec@top3: 0.7937 recall@top5: 0.9444 prec@top5: 0.5429 loss_action_cls: 0.0164 2022/12/04 13:44:20 - mmengine - INFO - Epoch(train) [7][ 280/4451] lr: 4.8769e-02 eta: 1:35:20 time: 0.3267 data_time: 0.0098 memory: 8771 grad_norm: 0.1107 loss: 0.0171 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.6333 recall@top3: 0.8200 prec@top3: 0.5167 recall@top5: 0.8800 prec@top5: 0.3500 loss_action_cls: 0.0171 2022/12/04 13:44:25 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 13:44:27 - mmengine - INFO - Epoch(train) [7][ 300/4451] lr: 4.8681e-02 eta: 1:35:14 time: 0.3269 data_time: 0.0114 memory: 8786 grad_norm: 0.1082 loss: 0.0174 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5833 recall@top3: 0.6759 prec@top3: 0.5000 recall@top5: 0.9815 prec@top5: 0.4111 loss_action_cls: 0.0174 2022/12/04 13:44:33 - mmengine - INFO - Epoch(train) [7][ 320/4451] lr: 4.8593e-02 eta: 1:35:07 time: 0.3263 data_time: 0.0124 memory: 8777 grad_norm: 0.1098 loss: 0.0179 recall@thr=0.5: 0.6125 prec@thr=0.5: 0.8083 recall@top3: 0.7833 prec@top3: 0.7167 recall@top5: 0.9333 prec@top5: 0.5300 loss_action_cls: 0.0179 2022/12/04 13:44:40 - mmengine - INFO - Epoch(train) [7][ 340/4451] lr: 4.8505e-02 eta: 1:35:01 time: 0.3264 data_time: 0.0097 memory: 8783 grad_norm: 0.1066 loss: 0.0182 recall@thr=0.5: 0.4035 prec@thr=0.5: 0.4254 recall@top3: 0.5482 prec@top3: 0.4386 recall@top5: 0.7149 prec@top5: 0.3368 loss_action_cls: 0.0182 2022/12/04 13:44:46 - mmengine - INFO - Epoch(train) [7][ 360/4451] lr: 4.8417e-02 eta: 1:34:54 time: 0.3266 data_time: 0.0097 memory: 8770 grad_norm: 0.1074 loss: 0.0166 recall@thr=0.5: 0.5288 prec@thr=0.5: 0.6894 recall@top3: 0.6500 prec@top3: 0.5758 recall@top5: 0.7606 prec@top5: 0.4273 loss_action_cls: 0.0166 2022/12/04 13:44:53 - mmengine - INFO - Epoch(train) [7][ 380/4451] lr: 4.8328e-02 eta: 1:34:48 time: 0.3271 data_time: 0.0099 memory: 8770 grad_norm: 0.1102 loss: 0.0206 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.7143 recall@top3: 0.9286 prec@top3: 0.4762 recall@top5: 0.9286 prec@top5: 0.2857 loss_action_cls: 0.0206 2022/12/04 13:44:59 - mmengine - INFO - Epoch(train) [7][ 400/4451] lr: 4.8240e-02 eta: 1:34:41 time: 0.3254 data_time: 0.0101 memory: 8777 grad_norm: 0.1145 loss: 0.0193 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8200 recall@top3: 0.8433 prec@top3: 0.7600 recall@top5: 0.9467 prec@top5: 0.5120 loss_action_cls: 0.0193 2022/12/04 13:45:06 - mmengine - INFO - Epoch(train) [7][ 420/4451] lr: 4.8152e-02 eta: 1:34:35 time: 0.3259 data_time: 0.0106 memory: 8783 grad_norm: 0.1086 loss: 0.0188 recall@thr=0.5: 0.6586 prec@thr=0.5: 0.8384 recall@top3: 0.8086 prec@top3: 0.6263 recall@top5: 0.9535 prec@top5: 0.4424 loss_action_cls: 0.0188 2022/12/04 13:45:12 - mmengine - INFO - Epoch(train) [7][ 440/4451] lr: 4.8064e-02 eta: 1:34:28 time: 0.3263 data_time: 0.0104 memory: 8822 grad_norm: 0.1140 loss: 0.0185 recall@thr=0.5: 0.5531 prec@thr=0.5: 0.7778 recall@top3: 0.8494 prec@top3: 0.6173 recall@top5: 0.9679 prec@top5: 0.4370 loss_action_cls: 0.0185 2022/12/04 13:45:19 - mmengine - INFO - Epoch(train) [7][ 460/4451] lr: 4.7976e-02 eta: 1:34:21 time: 0.3268 data_time: 0.0096 memory: 8809 grad_norm: 0.1095 loss: 0.0196 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.7722 recall@top3: 0.7583 prec@top3: 0.7000 recall@top5: 0.9167 prec@top5: 0.5267 loss_action_cls: 0.0196 2022/12/04 13:45:26 - mmengine - INFO - Epoch(train) [7][ 480/4451] lr: 4.7888e-02 eta: 1:34:15 time: 0.3272 data_time: 0.0113 memory: 8786 grad_norm: 0.1061 loss: 0.0172 recall@thr=0.5: 0.8148 prec@thr=0.5: 0.7870 recall@top3: 0.8148 prec@top3: 0.5370 recall@top5: 0.8981 prec@top5: 0.3667 loss_action_cls: 0.0172 2022/12/04 13:45:32 - mmengine - INFO - Epoch(train) [7][ 500/4451] lr: 4.7799e-02 eta: 1:34:08 time: 0.3262 data_time: 0.0093 memory: 8770 grad_norm: 0.1108 loss: 0.0157 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6979 recall@top3: 0.9062 prec@top3: 0.5417 recall@top5: 0.9062 prec@top5: 0.3250 loss_action_cls: 0.0157 2022/12/04 13:45:39 - mmengine - INFO - Epoch(train) [7][ 520/4451] lr: 4.7711e-02 eta: 1:34:02 time: 0.3272 data_time: 0.0102 memory: 8799 grad_norm: 0.1171 loss: 0.0183 recall@thr=0.5: 0.4470 prec@thr=0.5: 0.7348 recall@top3: 0.6470 prec@top3: 0.5909 recall@top5: 0.8273 prec@top5: 0.4636 loss_action_cls: 0.0183 2022/12/04 13:45:45 - mmengine - INFO - Epoch(train) [7][ 540/4451] lr: 4.7623e-02 eta: 1:33:55 time: 0.3261 data_time: 0.0106 memory: 8770 grad_norm: 0.1108 loss: 0.0167 recall@thr=0.5: 0.7530 prec@thr=0.5: 0.7351 recall@top3: 0.8512 prec@top3: 0.7024 recall@top5: 0.9821 prec@top5: 0.5071 loss_action_cls: 0.0167 2022/12/04 13:45:52 - mmengine - INFO - Epoch(train) [7][ 560/4451] lr: 4.7535e-02 eta: 1:33:49 time: 0.3262 data_time: 0.0094 memory: 8777 grad_norm: 0.1141 loss: 0.0179 recall@thr=0.5: 0.6910 prec@thr=0.5: 0.7692 recall@top3: 0.6776 prec@top3: 0.5897 recall@top5: 0.8173 prec@top5: 0.4615 loss_action_cls: 0.0179 2022/12/04 13:45:58 - mmengine - INFO - Epoch(train) [7][ 580/4451] lr: 4.7447e-02 eta: 1:33:42 time: 0.3255 data_time: 0.0096 memory: 8770 grad_norm: 0.1125 loss: 0.0160 recall@thr=0.5: 0.8386 prec@thr=0.5: 0.8833 recall@top3: 0.8538 prec@top3: 0.7424 recall@top5: 0.9583 prec@top5: 0.5364 loss_action_cls: 0.0160 2022/12/04 13:46:05 - mmengine - INFO - Epoch(train) [7][ 600/4451] lr: 4.7359e-02 eta: 1:33:36 time: 0.3262 data_time: 0.0096 memory: 8783 grad_norm: 0.1067 loss: 0.0170 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.8083 recall@top3: 0.9542 prec@top3: 0.7000 recall@top5: 0.9875 prec@top5: 0.4400 loss_action_cls: 0.0170 2022/12/04 13:46:11 - mmengine - INFO - Epoch(train) [7][ 620/4451] lr: 4.7271e-02 eta: 1:33:29 time: 0.3264 data_time: 0.0094 memory: 8786 grad_norm: 0.1108 loss: 0.0188 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.7222 recall@top3: 0.7292 prec@top3: 0.5139 recall@top5: 0.9167 prec@top5: 0.4000 loss_action_cls: 0.0188 2022/12/04 13:46:18 - mmengine - INFO - Epoch(train) [7][ 640/4451] lr: 4.7183e-02 eta: 1:33:23 time: 0.3261 data_time: 0.0099 memory: 8770 grad_norm: 0.1068 loss: 0.0157 recall@thr=0.5: 0.6701 prec@thr=0.5: 0.8437 recall@top3: 0.8993 prec@top3: 0.6389 recall@top5: 0.9792 prec@top5: 0.4167 loss_action_cls: 0.0157 2022/12/04 13:46:24 - mmengine - INFO - Epoch(train) [7][ 660/4451] lr: 4.7095e-02 eta: 1:33:16 time: 0.3261 data_time: 0.0099 memory: 8770 grad_norm: 0.1078 loss: 0.0168 recall@thr=0.5: 0.8235 prec@thr=0.5: 0.9216 recall@top3: 0.8725 prec@top3: 0.6863 recall@top5: 0.9412 prec@top5: 0.4588 loss_action_cls: 0.0168 2022/12/04 13:46:31 - mmengine - INFO - Epoch(train) [7][ 680/4451] lr: 4.7006e-02 eta: 1:33:10 time: 0.3257 data_time: 0.0097 memory: 8809 grad_norm: 0.1065 loss: 0.0170 recall@thr=0.5: 0.7604 prec@thr=0.5: 0.7986 recall@top3: 0.8090 prec@top3: 0.7361 recall@top5: 0.9167 prec@top5: 0.5083 loss_action_cls: 0.0170 2022/12/04 13:46:37 - mmengine - INFO - Epoch(train) [7][ 700/4451] lr: 4.6918e-02 eta: 1:33:03 time: 0.3268 data_time: 0.0093 memory: 8806 grad_norm: 0.1165 loss: 0.0177 recall@thr=0.5: 0.6439 prec@thr=0.5: 0.8561 recall@top3: 0.8182 prec@top3: 0.7121 recall@top5: 0.8788 prec@top5: 0.4636 loss_action_cls: 0.0177 2022/12/04 13:46:44 - mmengine - INFO - Epoch(train) [7][ 720/4451] lr: 4.6830e-02 eta: 1:32:57 time: 0.3255 data_time: 0.0097 memory: 8770 grad_norm: 0.1104 loss: 0.0192 recall@thr=0.5: 0.8667 prec@thr=0.5: 0.8667 recall@top3: 0.9667 prec@top3: 0.6444 recall@top5: 0.9667 prec@top5: 0.3867 loss_action_cls: 0.0192 2022/12/04 13:46:50 - mmengine - INFO - Epoch(train) [7][ 740/4451] lr: 4.6742e-02 eta: 1:32:50 time: 0.3271 data_time: 0.0112 memory: 8770 grad_norm: 0.1123 loss: 0.0177 recall@thr=0.5: 0.8902 prec@thr=0.5: 0.8485 recall@top3: 0.9886 prec@top3: 0.6667 recall@top5: 0.9886 prec@top5: 0.4000 loss_action_cls: 0.0177 2022/12/04 13:46:57 - mmengine - INFO - Epoch(train) [7][ 760/4451] lr: 4.6654e-02 eta: 1:32:43 time: 0.3269 data_time: 0.0094 memory: 8777 grad_norm: 0.1088 loss: 0.0172 recall@thr=0.5: 0.7111 prec@thr=0.5: 0.8000 recall@top3: 0.8000 prec@top3: 0.5778 recall@top5: 0.9556 prec@top5: 0.4267 loss_action_cls: 0.0172 2022/12/04 13:47:04 - mmengine - INFO - Epoch(train) [7][ 780/4451] lr: 4.6566e-02 eta: 1:32:37 time: 0.3263 data_time: 0.0111 memory: 8816 grad_norm: 0.1124 loss: 0.0166 recall@thr=0.5: 0.7031 prec@thr=0.5: 0.6615 recall@top3: 0.8229 prec@top3: 0.6042 recall@top5: 0.9688 prec@top5: 0.4125 loss_action_cls: 0.0166 2022/12/04 13:47:10 - mmengine - INFO - Epoch(train) [7][ 800/4451] lr: 4.6478e-02 eta: 1:32:30 time: 0.3270 data_time: 0.0094 memory: 8804 grad_norm: 0.1100 loss: 0.0184 recall@thr=0.5: 0.6594 prec@thr=0.5: 0.7862 recall@top3: 0.8478 prec@top3: 0.6667 recall@top5: 0.9348 prec@top5: 0.4435 loss_action_cls: 0.0184 2022/12/04 13:47:17 - mmengine - INFO - Epoch(train) [7][ 820/4451] lr: 4.6390e-02 eta: 1:32:24 time: 0.3261 data_time: 0.0095 memory: 8780 grad_norm: 0.1131 loss: 0.0174 recall@thr=0.5: 0.6468 prec@thr=0.5: 0.7619 recall@top3: 0.7738 prec@top3: 0.6825 recall@top5: 0.8770 prec@top5: 0.4762 loss_action_cls: 0.0174 2022/12/04 13:47:23 - mmengine - INFO - Epoch(train) [7][ 840/4451] lr: 4.6302e-02 eta: 1:32:17 time: 0.3252 data_time: 0.0095 memory: 8783 grad_norm: 0.1094 loss: 0.0148 recall@thr=0.5: 0.7895 prec@thr=0.5: 0.8596 recall@top3: 0.9298 prec@top3: 0.6140 recall@top5: 0.9737 prec@top5: 0.4000 loss_action_cls: 0.0148 2022/12/04 13:47:30 - mmengine - INFO - Epoch(train) [7][ 860/4451] lr: 4.6214e-02 eta: 1:32:11 time: 0.3254 data_time: 0.0100 memory: 8774 grad_norm: 0.1099 loss: 0.0170 recall@thr=0.5: 0.6061 prec@thr=0.5: 0.7500 recall@top3: 0.7652 prec@top3: 0.5606 recall@top5: 0.9394 prec@top5: 0.4182 loss_action_cls: 0.0170 2022/12/04 13:47:36 - mmengine - INFO - Epoch(train) [7][ 880/4451] lr: 4.6126e-02 eta: 1:32:04 time: 0.3279 data_time: 0.0097 memory: 8770 grad_norm: 0.1076 loss: 0.0172 recall@thr=0.5: 0.8696 prec@thr=0.5: 0.9275 recall@top3: 0.8986 prec@top3: 0.7536 recall@top5: 0.9855 prec@top5: 0.4870 loss_action_cls: 0.0172 2022/12/04 13:47:43 - mmengine - INFO - Epoch(train) [7][ 900/4451] lr: 4.6038e-02 eta: 1:31:58 time: 0.3255 data_time: 0.0097 memory: 8777 grad_norm: 0.1088 loss: 0.0185 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8833 recall@top3: 0.8444 prec@top3: 0.6000 recall@top5: 0.9500 prec@top5: 0.4200 loss_action_cls: 0.0185 2022/12/04 13:47:49 - mmengine - INFO - Epoch(train) [7][ 920/4451] lr: 4.5950e-02 eta: 1:31:51 time: 0.3267 data_time: 0.0095 memory: 8839 grad_norm: 0.1075 loss: 0.0159 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.8083 recall@top3: 0.9667 prec@top3: 0.7167 recall@top5: 0.9667 prec@top5: 0.4300 loss_action_cls: 0.0159 2022/12/04 13:47:56 - mmengine - INFO - Epoch(train) [7][ 940/4451] lr: 4.5862e-02 eta: 1:31:45 time: 0.3263 data_time: 0.0096 memory: 8770 grad_norm: 0.1173 loss: 0.0173 recall@thr=0.5: 0.7381 prec@thr=0.5: 0.5516 recall@top3: 0.8175 prec@top3: 0.6190 recall@top5: 0.8730 prec@top5: 0.4095 loss_action_cls: 0.0173 2022/12/04 13:48:02 - mmengine - INFO - Epoch(train) [7][ 960/4451] lr: 4.5775e-02 eta: 1:31:38 time: 0.3255 data_time: 0.0096 memory: 8777 grad_norm: 0.1084 loss: 0.0191 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.8058 recall@top3: 0.7244 prec@top3: 0.7949 recall@top5: 0.8962 prec@top5: 0.6077 loss_action_cls: 0.0191 2022/12/04 13:48:09 - mmengine - INFO - Epoch(train) [7][ 980/4451] lr: 4.5687e-02 eta: 1:31:32 time: 0.3281 data_time: 0.0098 memory: 8770 grad_norm: 0.1116 loss: 0.0188 recall@thr=0.5: 0.7870 prec@thr=0.5: 0.8148 recall@top3: 0.8009 prec@top3: 0.6667 recall@top5: 0.9167 prec@top5: 0.4556 loss_action_cls: 0.0188 2022/12/04 13:48:15 - mmengine - INFO - Epoch(train) [7][1000/4451] lr: 4.5599e-02 eta: 1:31:25 time: 0.3277 data_time: 0.0111 memory: 8793 grad_norm: 0.1129 loss: 0.0189 recall@thr=0.5: 0.6562 prec@thr=0.5: 0.5833 recall@top3: 0.7188 prec@top3: 0.4375 recall@top5: 0.8281 prec@top5: 0.3000 loss_action_cls: 0.0189 2022/12/04 13:48:22 - mmengine - INFO - Epoch(train) [7][1020/4451] lr: 4.5511e-02 eta: 1:31:19 time: 0.3270 data_time: 0.0105 memory: 8793 grad_norm: 0.1153 loss: 0.0176 recall@thr=0.5: 0.7628 prec@thr=0.5: 0.8205 recall@top3: 0.8654 prec@top3: 0.5769 recall@top5: 0.9167 prec@top5: 0.3769 loss_action_cls: 0.0176 2022/12/04 13:48:28 - mmengine - INFO - Epoch(train) [7][1040/4451] lr: 4.5423e-02 eta: 1:31:12 time: 0.3276 data_time: 0.0100 memory: 8771 grad_norm: 0.1104 loss: 0.0189 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.8833 recall@top3: 0.9333 prec@top3: 0.8333 recall@top5: 0.9833 prec@top5: 0.5300 loss_action_cls: 0.0189 2022/12/04 13:48:35 - mmengine - INFO - Epoch(train) [7][1060/4451] lr: 4.5335e-02 eta: 1:31:06 time: 0.3278 data_time: 0.0098 memory: 8770 grad_norm: 0.1027 loss: 0.0160 recall@thr=0.5: 0.6404 prec@thr=0.5: 0.9211 recall@top3: 0.8333 prec@top3: 0.6316 recall@top5: 0.9298 prec@top5: 0.4211 loss_action_cls: 0.0160 2022/12/04 13:48:42 - mmengine - INFO - Epoch(train) [7][1080/4451] lr: 4.5247e-02 eta: 1:30:59 time: 0.3274 data_time: 0.0093 memory: 8804 grad_norm: 0.1113 loss: 0.0178 recall@thr=0.5: 0.6491 prec@thr=0.5: 0.8947 recall@top3: 0.8509 prec@top3: 0.5965 recall@top5: 0.9737 prec@top5: 0.4211 loss_action_cls: 0.0178 2022/12/04 13:48:48 - mmengine - INFO - Epoch(train) [7][1100/4451] lr: 4.5160e-02 eta: 1:30:53 time: 0.3261 data_time: 0.0096 memory: 8796 grad_norm: 0.1137 loss: 0.0187 recall@thr=0.5: 0.7862 prec@thr=0.5: 0.7391 recall@top3: 0.8841 prec@top3: 0.5362 recall@top5: 0.9493 prec@top5: 0.3652 loss_action_cls: 0.0187 2022/12/04 13:48:55 - mmengine - INFO - Epoch(train) [7][1120/4451] lr: 4.5072e-02 eta: 1:30:46 time: 0.3260 data_time: 0.0098 memory: 8832 grad_norm: 0.1112 loss: 0.0190 recall@thr=0.5: 0.6373 prec@thr=0.5: 0.7843 recall@top3: 0.8137 prec@top3: 0.6275 recall@top5: 0.9608 prec@top5: 0.4588 loss_action_cls: 0.0190 2022/12/04 13:49:01 - mmengine - INFO - Epoch(train) [7][1140/4451] lr: 4.4984e-02 eta: 1:30:39 time: 0.3253 data_time: 0.0096 memory: 8786 grad_norm: 0.1133 loss: 0.0188 recall@thr=0.5: 0.8360 prec@thr=0.5: 0.8465 recall@top3: 0.8430 prec@top3: 0.7895 recall@top5: 0.9061 prec@top5: 0.5263 loss_action_cls: 0.0188 2022/12/04 13:49:08 - mmengine - INFO - Epoch(train) [7][1160/4451] lr: 4.4896e-02 eta: 1:30:33 time: 0.3270 data_time: 0.0095 memory: 8777 grad_norm: 0.1177 loss: 0.0176 recall@thr=0.5: 0.4000 prec@thr=0.5: 0.5000 recall@top3: 0.6971 prec@top3: 0.5490 recall@top5: 0.9314 prec@top5: 0.4353 loss_action_cls: 0.0176 2022/12/04 13:49:14 - mmengine - INFO - Epoch(train) [7][1180/4451] lr: 4.4808e-02 eta: 1:30:26 time: 0.3265 data_time: 0.0104 memory: 8793 grad_norm: 0.1088 loss: 0.0198 recall@thr=0.5: 0.4722 prec@thr=0.5: 0.5833 recall@top3: 0.7361 prec@top3: 0.5278 recall@top5: 0.7778 prec@top5: 0.3333 loss_action_cls: 0.0198 2022/12/04 13:49:21 - mmengine - INFO - Epoch(train) [7][1200/4451] lr: 4.4721e-02 eta: 1:30:20 time: 0.3279 data_time: 0.0102 memory: 8780 grad_norm: 0.1075 loss: 0.0183 recall@thr=0.5: 0.5880 prec@thr=0.5: 0.6944 recall@top3: 0.7130 prec@top3: 0.6111 recall@top5: 0.8056 prec@top5: 0.4222 loss_action_cls: 0.0183 2022/12/04 13:49:27 - mmengine - INFO - Epoch(train) [7][1220/4451] lr: 4.4633e-02 eta: 1:30:13 time: 0.3264 data_time: 0.0123 memory: 8771 grad_norm: 0.1065 loss: 0.0190 recall@thr=0.5: 0.8391 prec@thr=0.5: 0.8161 recall@top3: 0.8908 prec@top3: 0.6667 recall@top5: 0.9598 prec@top5: 0.4345 loss_action_cls: 0.0190 2022/12/04 13:49:34 - mmengine - INFO - Epoch(train) [7][1240/4451] lr: 4.4545e-02 eta: 1:30:07 time: 0.3272 data_time: 0.0097 memory: 8790 grad_norm: 0.1113 loss: 0.0156 recall@thr=0.5: 0.5903 prec@thr=0.5: 0.7431 recall@top3: 0.7639 prec@top3: 0.6528 recall@top5: 0.9167 prec@top5: 0.4750 loss_action_cls: 0.0156 2022/12/04 13:49:40 - mmengine - INFO - Epoch(train) [7][1260/4451] lr: 4.4458e-02 eta: 1:30:00 time: 0.3263 data_time: 0.0099 memory: 8771 grad_norm: 0.1104 loss: 0.0172 recall@thr=0.5: 0.6481 prec@thr=0.5: 0.7500 recall@top3: 0.8889 prec@top3: 0.6111 recall@top5: 1.0000 prec@top5: 0.3889 loss_action_cls: 0.0172 2022/12/04 13:49:47 - mmengine - INFO - Epoch(train) [7][1280/4451] lr: 4.4370e-02 eta: 1:29:54 time: 0.3271 data_time: 0.0099 memory: 8816 grad_norm: 0.1122 loss: 0.0199 recall@thr=0.5: 0.7149 prec@thr=0.5: 0.7325 recall@top3: 0.8202 prec@top3: 0.6667 recall@top5: 0.9386 prec@top5: 0.4737 loss_action_cls: 0.0199 2022/12/04 13:49:51 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 13:49:53 - mmengine - INFO - Epoch(train) [7][1300/4451] lr: 4.4282e-02 eta: 1:29:47 time: 0.3258 data_time: 0.0095 memory: 8780 grad_norm: 0.1187 loss: 0.0178 recall@thr=0.5: 0.7135 prec@thr=0.5: 1.0000 recall@top3: 0.7292 prec@top3: 0.6875 recall@top5: 0.8542 prec@top5: 0.5000 loss_action_cls: 0.0178 2022/12/04 13:50:00 - mmengine - INFO - Epoch(train) [7][1320/4451] lr: 4.4195e-02 eta: 1:29:41 time: 0.3258 data_time: 0.0107 memory: 8770 grad_norm: 0.1175 loss: 0.0187 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.8333 recall@top3: 0.9167 prec@top3: 0.7556 recall@top5: 0.9500 prec@top5: 0.4667 loss_action_cls: 0.0187 2022/12/04 13:50:06 - mmengine - INFO - Epoch(train) [7][1340/4451] lr: 4.4107e-02 eta: 1:29:34 time: 0.3258 data_time: 0.0124 memory: 8770 grad_norm: 0.1058 loss: 0.0186 recall@thr=0.5: 0.5889 prec@thr=0.5: 0.7556 recall@top3: 0.6556 prec@top3: 0.5556 recall@top5: 0.9222 prec@top5: 0.4533 loss_action_cls: 0.0186 2022/12/04 13:50:13 - mmengine - INFO - Epoch(train) [7][1360/4451] lr: 4.4019e-02 eta: 1:29:28 time: 0.3274 data_time: 0.0113 memory: 8793 grad_norm: 0.1108 loss: 0.0185 recall@thr=0.5: 0.8406 prec@thr=0.5: 0.7899 recall@top3: 0.8478 prec@top3: 0.6232 recall@top5: 0.9710 prec@top5: 0.4435 loss_action_cls: 0.0185 2022/12/04 13:50:20 - mmengine - INFO - Epoch(train) [7][1380/4451] lr: 4.3932e-02 eta: 1:29:21 time: 0.3271 data_time: 0.0110 memory: 8770 grad_norm: 0.1122 loss: 0.0186 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.7417 recall@top3: 0.7542 prec@top3: 0.7167 recall@top5: 0.8750 prec@top5: 0.5200 loss_action_cls: 0.0186 2022/12/04 13:50:26 - mmengine - INFO - Epoch(train) [7][1400/4451] lr: 4.3844e-02 eta: 1:29:15 time: 0.3275 data_time: 0.0108 memory: 8770 grad_norm: 0.1122 loss: 0.0174 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.9167 recall@top3: 0.9167 prec@top3: 0.5833 recall@top5: 0.9583 prec@top5: 0.3667 loss_action_cls: 0.0174 2022/12/04 13:50:33 - mmengine - INFO - Epoch(train) [7][1420/4451] lr: 4.3757e-02 eta: 1:29:08 time: 0.3261 data_time: 0.0101 memory: 8790 grad_norm: 0.1100 loss: 0.0163 recall@thr=0.5: 0.6478 prec@thr=0.5: 0.7667 recall@top3: 0.7522 prec@top3: 0.6889 recall@top5: 0.8889 prec@top5: 0.5200 loss_action_cls: 0.0163 2022/12/04 13:50:39 - mmengine - INFO - Epoch(train) [7][1440/4451] lr: 4.3669e-02 eta: 1:29:02 time: 0.3263 data_time: 0.0094 memory: 8771 grad_norm: 0.1108 loss: 0.0165 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.6222 recall@top3: 0.9000 prec@top3: 0.6444 recall@top5: 0.9667 prec@top5: 0.4400 loss_action_cls: 0.0165 2022/12/04 13:50:46 - mmengine - INFO - Epoch(train) [7][1460/4451] lr: 4.3582e-02 eta: 1:28:55 time: 0.3262 data_time: 0.0105 memory: 8770 grad_norm: 0.1132 loss: 0.0157 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.7000 recall@top3: 0.7833 prec@top3: 0.5467 recall@top5: 0.9200 prec@top5: 0.3840 loss_action_cls: 0.0157 2022/12/04 13:50:52 - mmengine - INFO - Epoch(train) [7][1480/4451] lr: 4.3494e-02 eta: 1:28:49 time: 0.3262 data_time: 0.0098 memory: 8770 grad_norm: 0.1075 loss: 0.0159 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.8148 recall@top3: 0.9028 prec@top3: 0.7778 recall@top5: 0.9815 prec@top5: 0.5222 loss_action_cls: 0.0159 2022/12/04 13:50:59 - mmengine - INFO - Epoch(train) [7][1500/4451] lr: 4.3407e-02 eta: 1:28:42 time: 0.3263 data_time: 0.0097 memory: 8771 grad_norm: 0.1118 loss: 0.0186 recall@thr=0.5: 0.7759 prec@thr=0.5: 0.7787 recall@top3: 0.8276 prec@top3: 0.6322 recall@top5: 0.9368 prec@top5: 0.4345 loss_action_cls: 0.0186 2022/12/04 13:51:05 - mmengine - INFO - Epoch(train) [7][1520/4451] lr: 4.3319e-02 eta: 1:28:35 time: 0.3280 data_time: 0.0107 memory: 8783 grad_norm: 0.1151 loss: 0.0173 recall@thr=0.5: 0.6754 prec@thr=0.5: 0.7456 recall@top3: 0.7719 prec@top3: 0.4561 recall@top5: 0.9211 prec@top5: 0.3474 loss_action_cls: 0.0173 2022/12/04 13:51:12 - mmengine - INFO - Epoch(train) [7][1540/4451] lr: 4.3232e-02 eta: 1:28:29 time: 0.3266 data_time: 0.0097 memory: 8770 grad_norm: 0.1127 loss: 0.0175 recall@thr=0.5: 0.6535 prec@thr=0.5: 0.8421 recall@top3: 0.8246 prec@top3: 0.7544 recall@top5: 0.9298 prec@top5: 0.5263 loss_action_cls: 0.0175 2022/12/04 13:51:18 - mmengine - INFO - Epoch(train) [7][1560/4451] lr: 4.3144e-02 eta: 1:28:22 time: 0.3259 data_time: 0.0102 memory: 8770 grad_norm: 0.1100 loss: 0.0179 recall@thr=0.5: 0.8272 prec@thr=0.5: 0.8765 recall@top3: 0.9259 prec@top3: 0.8025 recall@top5: 0.9877 prec@top5: 0.5259 loss_action_cls: 0.0179 2022/12/04 13:51:25 - mmengine - INFO - Epoch(train) [7][1580/4451] lr: 4.3057e-02 eta: 1:28:16 time: 0.3265 data_time: 0.0114 memory: 8770 grad_norm: 0.1162 loss: 0.0182 recall@thr=0.5: 0.5787 prec@thr=0.5: 0.7778 recall@top3: 0.8194 prec@top3: 0.7407 recall@top5: 0.9167 prec@top5: 0.5111 loss_action_cls: 0.0182 2022/12/04 13:51:31 - mmengine - INFO - Epoch(train) [7][1600/4451] lr: 4.2970e-02 eta: 1:28:09 time: 0.3258 data_time: 0.0098 memory: 8770 grad_norm: 0.1126 loss: 0.0176 recall@thr=0.5: 0.8135 prec@thr=0.5: 0.8413 recall@top3: 0.8413 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4857 loss_action_cls: 0.0176 2022/12/04 13:51:38 - mmengine - INFO - Epoch(train) [7][1620/4451] lr: 4.2882e-02 eta: 1:28:03 time: 0.3281 data_time: 0.0097 memory: 8771 grad_norm: 0.1077 loss: 0.0167 recall@thr=0.5: 0.8737 prec@thr=0.5: 0.8114 recall@top3: 0.8088 prec@top3: 0.7018 recall@top5: 0.9474 prec@top5: 0.5263 loss_action_cls: 0.0167 2022/12/04 13:51:45 - mmengine - INFO - Epoch(train) [7][1640/4451] lr: 4.2795e-02 eta: 1:27:56 time: 0.3268 data_time: 0.0096 memory: 8770 grad_norm: 0.1132 loss: 0.0197 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5500 recall@top3: 0.6889 prec@top3: 0.4889 recall@top5: 0.8444 prec@top5: 0.3733 loss_action_cls: 0.0197 2022/12/04 13:51:51 - mmengine - INFO - Epoch(train) [7][1660/4451] lr: 4.2708e-02 eta: 1:27:50 time: 0.3287 data_time: 0.0112 memory: 8809 grad_norm: 0.1095 loss: 0.0185 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.8182 recall@top3: 0.7652 prec@top3: 0.6667 recall@top5: 0.9091 prec@top5: 0.4818 loss_action_cls: 0.0185 2022/12/04 13:51:58 - mmengine - INFO - Epoch(train) [7][1680/4451] lr: 4.2620e-02 eta: 1:27:43 time: 0.3259 data_time: 0.0100 memory: 8770 grad_norm: 0.1122 loss: 0.0168 recall@thr=0.5: 0.7522 prec@thr=0.5: 0.9275 recall@top3: 0.8710 prec@top3: 0.8406 recall@top5: 0.9536 prec@top5: 0.5739 loss_action_cls: 0.0168 2022/12/04 13:52:04 - mmengine - INFO - Epoch(train) [7][1700/4451] lr: 4.2533e-02 eta: 1:27:37 time: 0.3259 data_time: 0.0118 memory: 8819 grad_norm: 0.1172 loss: 0.0160 recall@thr=0.5: 0.4750 prec@thr=0.5: 0.6583 recall@top3: 0.7083 prec@top3: 0.5000 recall@top5: 0.8417 prec@top5: 0.3400 loss_action_cls: 0.0160 2022/12/04 13:52:11 - mmengine - INFO - Epoch(train) [7][1720/4451] lr: 4.2446e-02 eta: 1:27:30 time: 0.3262 data_time: 0.0119 memory: 8809 grad_norm: 0.1170 loss: 0.0166 recall@thr=0.5: 0.6349 prec@thr=0.5: 0.7500 recall@top3: 0.7619 prec@top3: 0.5714 recall@top5: 1.0000 prec@top5: 0.4667 loss_action_cls: 0.0166 2022/12/04 13:52:17 - mmengine - INFO - Epoch(train) [7][1740/4451] lr: 4.2359e-02 eta: 1:27:24 time: 0.3270 data_time: 0.0097 memory: 8777 grad_norm: 0.1109 loss: 0.0153 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.8125 recall@top3: 0.8958 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4500 loss_action_cls: 0.0153 2022/12/04 13:52:24 - mmengine - INFO - Epoch(train) [7][1760/4451] lr: 4.2272e-02 eta: 1:27:17 time: 0.3277 data_time: 0.0103 memory: 8796 grad_norm: 0.1089 loss: 0.0168 recall@thr=0.5: 0.6264 prec@thr=0.5: 0.9444 recall@top3: 0.9208 prec@top3: 0.6528 recall@top5: 0.9778 prec@top5: 0.4333 loss_action_cls: 0.0168 2022/12/04 13:52:30 - mmengine - INFO - Epoch(train) [7][1780/4451] lr: 4.2184e-02 eta: 1:27:11 time: 0.3270 data_time: 0.0105 memory: 8770 grad_norm: 0.1125 loss: 0.0189 recall@thr=0.5: 0.5198 prec@thr=0.5: 0.6349 recall@top3: 0.7817 prec@top3: 0.5556 recall@top5: 0.9325 prec@top5: 0.4095 loss_action_cls: 0.0189 2022/12/04 13:52:37 - mmengine - INFO - Epoch(train) [7][1800/4451] lr: 4.2097e-02 eta: 1:27:04 time: 0.3267 data_time: 0.0097 memory: 8771 grad_norm: 0.1045 loss: 0.0162 recall@thr=0.5: 0.6042 prec@thr=0.5: 0.6667 recall@top3: 0.6979 prec@top3: 0.4792 recall@top5: 0.8438 prec@top5: 0.3250 loss_action_cls: 0.0162 2022/12/04 13:52:43 - mmengine - INFO - Epoch(train) [7][1820/4451] lr: 4.2010e-02 eta: 1:26:58 time: 0.3274 data_time: 0.0095 memory: 8777 grad_norm: 0.1122 loss: 0.0193 recall@thr=0.5: 0.6583 prec@thr=0.5: 0.7750 recall@top3: 0.8333 prec@top3: 0.7167 recall@top5: 0.9000 prec@top5: 0.4700 loss_action_cls: 0.0193 2022/12/04 13:52:50 - mmengine - INFO - Epoch(train) [7][1840/4451] lr: 4.1923e-02 eta: 1:26:51 time: 0.3275 data_time: 0.0098 memory: 8793 grad_norm: 0.1093 loss: 0.0173 recall@thr=0.5: 0.7045 prec@thr=0.5: 0.9091 recall@top3: 0.8712 prec@top3: 0.8182 recall@top5: 0.9697 prec@top5: 0.5545 loss_action_cls: 0.0173 2022/12/04 13:52:56 - mmengine - INFO - Epoch(train) [7][1860/4451] lr: 4.1836e-02 eta: 1:26:45 time: 0.3269 data_time: 0.0104 memory: 8796 grad_norm: 0.1134 loss: 0.0160 recall@thr=0.5: 0.9688 prec@thr=0.5: 0.9583 recall@top3: 0.9688 prec@top3: 0.5625 recall@top5: 1.0000 prec@top5: 0.3500 loss_action_cls: 0.0160 2022/12/04 13:53:03 - mmengine - INFO - Epoch(train) [7][1880/4451] lr: 4.1749e-02 eta: 1:26:38 time: 0.3265 data_time: 0.0102 memory: 8777 grad_norm: 0.1127 loss: 0.0168 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8824 recall@top3: 0.9314 prec@top3: 0.5098 recall@top5: 0.9608 prec@top5: 0.3176 loss_action_cls: 0.0168 2022/12/04 13:53:10 - mmengine - INFO - Epoch(train) [7][1900/4451] lr: 4.1662e-02 eta: 1:26:31 time: 0.3258 data_time: 0.0099 memory: 8770 grad_norm: 0.1119 loss: 0.0157 recall@thr=0.5: 0.8409 prec@thr=0.5: 0.9091 recall@top3: 0.8636 prec@top3: 0.6970 recall@top5: 0.9545 prec@top5: 0.4818 loss_action_cls: 0.0157 2022/12/04 13:53:16 - mmengine - INFO - Epoch(train) [7][1920/4451] lr: 4.1575e-02 eta: 1:26:25 time: 0.3275 data_time: 0.0101 memory: 8770 grad_norm: 0.1102 loss: 0.0174 recall@thr=0.5: 0.7048 prec@thr=0.5: 0.7097 recall@top3: 0.7161 prec@top3: 0.6022 recall@top5: 0.9194 prec@top5: 0.4903 loss_action_cls: 0.0174 2022/12/04 13:53:23 - mmengine - INFO - Epoch(train) [7][1940/4451] lr: 4.1488e-02 eta: 1:26:18 time: 0.3269 data_time: 0.0110 memory: 8783 grad_norm: 0.1108 loss: 0.0193 recall@thr=0.5: 0.7194 prec@thr=0.5: 0.7639 recall@top3: 0.8111 prec@top3: 0.7667 recall@top5: 0.9917 prec@top5: 0.5733 loss_action_cls: 0.0193 2022/12/04 13:53:29 - mmengine - INFO - Epoch(train) [7][1960/4451] lr: 4.1401e-02 eta: 1:26:12 time: 0.3267 data_time: 0.0099 memory: 8819 grad_norm: 0.1125 loss: 0.0156 recall@thr=0.5: 0.6579 prec@thr=0.5: 0.7982 recall@top3: 0.7939 prec@top3: 0.6667 recall@top5: 0.9342 prec@top5: 0.4947 loss_action_cls: 0.0156 2022/12/04 13:53:36 - mmengine - INFO - Epoch(train) [7][1980/4451] lr: 4.1314e-02 eta: 1:26:05 time: 0.3270 data_time: 0.0107 memory: 8774 grad_norm: 0.1152 loss: 0.0168 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.7381 recall@top3: 0.7302 prec@top3: 0.6032 recall@top5: 0.8095 prec@top5: 0.3905 loss_action_cls: 0.0168 2022/12/04 13:53:42 - mmengine - INFO - Epoch(train) [7][2000/4451] lr: 4.1227e-02 eta: 1:25:59 time: 0.3277 data_time: 0.0128 memory: 8793 grad_norm: 0.1132 loss: 0.0181 recall@thr=0.5: 0.7436 prec@thr=0.5: 0.8462 recall@top3: 0.9487 prec@top3: 0.5385 recall@top5: 1.0000 prec@top5: 0.3538 loss_action_cls: 0.0181 2022/12/04 13:53:49 - mmengine - INFO - Epoch(train) [7][2020/4451] lr: 4.1140e-02 eta: 1:25:52 time: 0.3265 data_time: 0.0102 memory: 8770 grad_norm: 0.1126 loss: 0.0176 recall@thr=0.5: 0.7018 prec@thr=0.5: 0.7632 recall@top3: 0.7368 prec@top3: 0.5614 recall@top5: 0.9649 prec@top5: 0.4421 loss_action_cls: 0.0176 2022/12/04 13:53:55 - mmengine - INFO - Epoch(train) [7][2040/4451] lr: 4.1054e-02 eta: 1:25:46 time: 0.3270 data_time: 0.0100 memory: 8819 grad_norm: 0.1104 loss: 0.0179 recall@thr=0.5: 0.7153 prec@thr=0.5: 0.7222 recall@top3: 0.7153 prec@top3: 0.4306 recall@top5: 0.8819 prec@top5: 0.3250 loss_action_cls: 0.0179 2022/12/04 13:54:02 - mmengine - INFO - Epoch(train) [7][2060/4451] lr: 4.0967e-02 eta: 1:25:39 time: 0.3250 data_time: 0.0097 memory: 8786 grad_norm: 0.1107 loss: 0.0175 recall@thr=0.5: 0.6736 prec@thr=0.5: 0.7778 recall@top3: 0.7986 prec@top3: 0.4722 recall@top5: 0.9514 prec@top5: 0.3583 loss_action_cls: 0.0175 2022/12/04 13:54:08 - mmengine - INFO - Epoch(train) [7][2080/4451] lr: 4.0880e-02 eta: 1:25:33 time: 0.3278 data_time: 0.0111 memory: 8770 grad_norm: 0.1146 loss: 0.0184 recall@thr=0.5: 0.8824 prec@thr=0.5: 0.7990 recall@top3: 0.8480 prec@top3: 0.6078 recall@top5: 0.9412 prec@top5: 0.4118 loss_action_cls: 0.0184 2022/12/04 13:54:15 - mmengine - INFO - Epoch(train) [7][2100/4451] lr: 4.0793e-02 eta: 1:25:26 time: 0.3256 data_time: 0.0098 memory: 8770 grad_norm: 0.1119 loss: 0.0176 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7386 recall@top3: 0.8371 prec@top3: 0.7727 recall@top5: 0.9015 prec@top5: 0.5000 loss_action_cls: 0.0176 2022/12/04 13:54:21 - mmengine - INFO - Epoch(train) [7][2120/4451] lr: 4.0707e-02 eta: 1:25:20 time: 0.3262 data_time: 0.0096 memory: 8793 grad_norm: 0.1108 loss: 0.0186 recall@thr=0.5: 0.6905 prec@thr=0.5: 0.7381 recall@top3: 0.8869 prec@top3: 0.6429 recall@top5: 1.0000 prec@top5: 0.4429 loss_action_cls: 0.0186 2022/12/04 13:54:28 - mmengine - INFO - Epoch(train) [7][2140/4451] lr: 4.0620e-02 eta: 1:25:13 time: 0.3261 data_time: 0.0113 memory: 8770 grad_norm: 0.1134 loss: 0.0176 recall@thr=0.5: 0.5357 prec@thr=0.5: 0.6250 recall@top3: 0.9286 prec@top3: 0.5952 recall@top5: 0.9762 prec@top5: 0.3857 loss_action_cls: 0.0176 2022/12/04 13:54:34 - mmengine - INFO - Epoch(train) [7][2160/4451] lr: 4.0533e-02 eta: 1:25:07 time: 0.3273 data_time: 0.0101 memory: 8770 grad_norm: 0.1100 loss: 0.0178 recall@thr=0.5: 0.5633 prec@thr=0.5: 0.6900 recall@top3: 0.7767 prec@top3: 0.6833 recall@top5: 0.9900 prec@top5: 0.5200 loss_action_cls: 0.0178 2022/12/04 13:54:41 - mmengine - INFO - Epoch(train) [7][2180/4451] lr: 4.0447e-02 eta: 1:25:00 time: 0.3265 data_time: 0.0098 memory: 8774 grad_norm: 0.1164 loss: 0.0190 recall@thr=0.5: 0.7902 prec@thr=0.5: 0.8137 recall@top3: 0.9078 prec@top3: 0.7059 recall@top5: 1.0000 prec@top5: 0.4824 loss_action_cls: 0.0190 2022/12/04 13:54:48 - mmengine - INFO - Epoch(train) [7][2200/4451] lr: 4.0360e-02 eta: 1:24:54 time: 0.3269 data_time: 0.0098 memory: 8780 grad_norm: 0.1132 loss: 0.0171 recall@thr=0.5: 0.6125 prec@thr=0.5: 0.7333 recall@top3: 0.8500 prec@top3: 0.7000 recall@top5: 0.9250 prec@top5: 0.4700 loss_action_cls: 0.0171 2022/12/04 13:54:54 - mmengine - INFO - Epoch(train) [7][2220/4451] lr: 4.0274e-02 eta: 1:24:47 time: 0.3268 data_time: 0.0110 memory: 8796 grad_norm: 0.1124 loss: 0.0176 recall@thr=0.5: 0.6044 prec@thr=0.5: 0.7807 recall@top3: 0.8298 prec@top3: 0.8070 recall@top5: 0.9737 prec@top5: 0.5789 loss_action_cls: 0.0176 2022/12/04 13:55:01 - mmengine - INFO - Epoch(train) [7][2240/4451] lr: 4.0187e-02 eta: 1:24:41 time: 0.3277 data_time: 0.0093 memory: 8804 grad_norm: 0.1107 loss: 0.0168 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7333 recall@top3: 0.8444 prec@top3: 0.5778 recall@top5: 0.9222 prec@top5: 0.4000 loss_action_cls: 0.0168 2022/12/04 13:55:07 - mmengine - INFO - Epoch(train) [7][2260/4451] lr: 4.0101e-02 eta: 1:24:34 time: 0.3273 data_time: 0.0101 memory: 8770 grad_norm: 0.1162 loss: 0.0186 recall@thr=0.5: 0.5778 prec@thr=0.5: 0.6167 recall@top3: 0.5556 prec@top3: 0.4444 recall@top5: 0.7944 prec@top5: 0.4133 loss_action_cls: 0.0186 2022/12/04 13:55:14 - mmengine - INFO - Epoch(train) [7][2280/4451] lr: 4.0014e-02 eta: 1:24:27 time: 0.3263 data_time: 0.0100 memory: 8770 grad_norm: 0.1132 loss: 0.0194 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.7202 recall@top3: 0.8810 prec@top3: 0.6190 recall@top5: 0.9286 prec@top5: 0.4000 loss_action_cls: 0.0194 2022/12/04 13:55:18 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 13:55:20 - mmengine - INFO - Epoch(train) [7][2300/4451] lr: 3.9928e-02 eta: 1:24:21 time: 0.3262 data_time: 0.0095 memory: 8771 grad_norm: 0.1132 loss: 0.0172 recall@thr=0.5: 0.6770 prec@thr=0.5: 0.7126 recall@top3: 0.7937 prec@top3: 0.6322 recall@top5: 0.8839 prec@top5: 0.4345 loss_action_cls: 0.0172 2022/12/04 13:55:27 - mmengine - INFO - Epoch(train) [7][2320/4451] lr: 3.9841e-02 eta: 1:24:14 time: 0.3264 data_time: 0.0104 memory: 8770 grad_norm: 0.1192 loss: 0.0184 recall@thr=0.5: 0.7184 prec@thr=0.5: 0.8080 recall@top3: 0.8218 prec@top3: 0.7586 recall@top5: 0.9224 prec@top5: 0.5310 loss_action_cls: 0.0184 2022/12/04 13:55:33 - mmengine - INFO - Epoch(train) [7][2340/4451] lr: 3.9755e-02 eta: 1:24:08 time: 0.3264 data_time: 0.0097 memory: 8783 grad_norm: 0.1165 loss: 0.0167 recall@thr=0.5: 0.8651 prec@thr=0.5: 0.8968 recall@top3: 0.8889 prec@top3: 0.7937 recall@top5: 0.9881 prec@top5: 0.5429 loss_action_cls: 0.0167 2022/12/04 13:55:40 - mmengine - INFO - Epoch(train) [7][2360/4451] lr: 3.9669e-02 eta: 1:24:01 time: 0.3274 data_time: 0.0105 memory: 8832 grad_norm: 0.1093 loss: 0.0188 recall@thr=0.5: 0.4896 prec@thr=0.5: 0.6146 recall@top3: 0.7812 prec@top3: 0.6042 recall@top5: 0.9167 prec@top5: 0.4375 loss_action_cls: 0.0188 2022/12/04 13:55:47 - mmengine - INFO - Epoch(train) [7][2380/4451] lr: 3.9582e-02 eta: 1:23:55 time: 0.3408 data_time: 0.0105 memory: 8786 grad_norm: 0.1074 loss: 0.0188 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8242 recall@top3: 0.8561 prec@top3: 0.8030 recall@top5: 0.9621 prec@top5: 0.5545 loss_action_cls: 0.0188 2022/12/04 13:55:53 - mmengine - INFO - Epoch(train) [7][2400/4451] lr: 3.9496e-02 eta: 1:23:48 time: 0.3274 data_time: 0.0095 memory: 8770 grad_norm: 0.1131 loss: 0.0177 recall@thr=0.5: 0.6629 prec@thr=0.5: 0.7727 recall@top3: 0.8295 prec@top3: 0.5152 recall@top5: 1.0000 prec@top5: 0.3909 loss_action_cls: 0.0177 2022/12/04 13:56:00 - mmengine - INFO - Epoch(train) [7][2420/4451] lr: 3.9410e-02 eta: 1:23:42 time: 0.3276 data_time: 0.0101 memory: 8770 grad_norm: 0.1164 loss: 0.0176 recall@thr=0.5: 0.8551 prec@thr=0.5: 0.8319 recall@top3: 0.8623 prec@top3: 0.6667 recall@top5: 0.9855 prec@top5: 0.4783 loss_action_cls: 0.0176 2022/12/04 13:56:06 - mmengine - INFO - Epoch(train) [7][2440/4451] lr: 3.9324e-02 eta: 1:23:35 time: 0.3284 data_time: 0.0115 memory: 8777 grad_norm: 0.1113 loss: 0.0171 recall@thr=0.5: 0.8523 prec@thr=0.5: 0.8902 recall@top3: 0.8674 prec@top3: 0.7121 recall@top5: 1.0000 prec@top5: 0.5182 loss_action_cls: 0.0171 2022/12/04 13:56:13 - mmengine - INFO - Epoch(train) [7][2460/4451] lr: 3.9237e-02 eta: 1:23:29 time: 0.3261 data_time: 0.0100 memory: 8770 grad_norm: 0.1124 loss: 0.0171 recall@thr=0.5: 0.6232 prec@thr=0.5: 0.7138 recall@top3: 0.8406 prec@top3: 0.7391 recall@top5: 0.9275 prec@top5: 0.4957 loss_action_cls: 0.0171 2022/12/04 13:56:19 - mmengine - INFO - Epoch(train) [7][2480/4451] lr: 3.9151e-02 eta: 1:23:22 time: 0.3274 data_time: 0.0095 memory: 8770 grad_norm: 0.1119 loss: 0.0171 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.8056 recall@top3: 0.8833 prec@top3: 0.5556 recall@top5: 1.0000 prec@top5: 0.4133 loss_action_cls: 0.0171 2022/12/04 13:56:26 - mmengine - INFO - Epoch(train) [7][2500/4451] lr: 3.9065e-02 eta: 1:23:16 time: 0.3259 data_time: 0.0099 memory: 8770 grad_norm: 0.1123 loss: 0.0174 recall@thr=0.5: 0.7782 prec@thr=0.5: 0.8814 recall@top3: 0.8340 prec@top3: 0.7051 recall@top5: 0.9904 prec@top5: 0.5308 loss_action_cls: 0.0174 2022/12/04 13:56:33 - mmengine - INFO - Epoch(train) [7][2520/4451] lr: 3.8979e-02 eta: 1:23:09 time: 0.3279 data_time: 0.0097 memory: 8770 grad_norm: 0.1172 loss: 0.0165 recall@thr=0.5: 0.6275 prec@thr=0.5: 0.9118 recall@top3: 0.7255 prec@top3: 0.4706 recall@top5: 0.8627 prec@top5: 0.3529 loss_action_cls: 0.0165 2022/12/04 13:56:39 - mmengine - INFO - Epoch(train) [7][2540/4451] lr: 3.8893e-02 eta: 1:23:03 time: 0.3275 data_time: 0.0099 memory: 8780 grad_norm: 0.1071 loss: 0.0188 recall@thr=0.5: 0.6474 prec@thr=0.5: 0.7244 recall@top3: 0.8654 prec@top3: 0.6282 recall@top5: 0.9167 prec@top5: 0.4077 loss_action_cls: 0.0188 2022/12/04 13:56:46 - mmengine - INFO - Epoch(train) [7][2560/4451] lr: 3.8807e-02 eta: 1:22:56 time: 0.3270 data_time: 0.0107 memory: 8850 grad_norm: 0.1146 loss: 0.0173 recall@thr=0.5: 0.8509 prec@thr=0.5: 0.9123 recall@top3: 0.8904 prec@top3: 0.7544 recall@top5: 0.9825 prec@top5: 0.5158 loss_action_cls: 0.0173 2022/12/04 13:56:52 - mmengine - INFO - Epoch(train) [7][2580/4451] lr: 3.8721e-02 eta: 1:22:50 time: 0.3274 data_time: 0.0090 memory: 8804 grad_norm: 0.1122 loss: 0.0185 recall@thr=0.5: 0.4750 prec@thr=0.5: 0.7500 recall@top3: 0.7167 prec@top3: 0.5333 recall@top5: 0.8750 prec@top5: 0.4000 loss_action_cls: 0.0185 2022/12/04 13:56:59 - mmengine - INFO - Epoch(train) [7][2600/4451] lr: 3.8635e-02 eta: 1:22:43 time: 0.3269 data_time: 0.0110 memory: 8783 grad_norm: 0.1121 loss: 0.0168 recall@thr=0.5: 0.6354 prec@thr=0.5: 0.6167 recall@top3: 0.7917 prec@top3: 0.5833 recall@top5: 0.8854 prec@top5: 0.4125 loss_action_cls: 0.0168 2022/12/04 13:57:05 - mmengine - INFO - Epoch(train) [7][2620/4451] lr: 3.8549e-02 eta: 1:22:37 time: 0.3268 data_time: 0.0098 memory: 8777 grad_norm: 0.1116 loss: 0.0168 recall@thr=0.5: 0.7356 prec@thr=0.5: 0.8276 recall@top3: 0.8621 prec@top3: 0.7241 recall@top5: 1.0000 prec@top5: 0.4966 loss_action_cls: 0.0168 2022/12/04 13:57:12 - mmengine - INFO - Epoch(train) [7][2640/4451] lr: 3.8463e-02 eta: 1:22:30 time: 0.3265 data_time: 0.0097 memory: 8770 grad_norm: 0.1120 loss: 0.0164 recall@thr=0.5: 0.8861 prec@thr=0.5: 0.8472 recall@top3: 0.9528 prec@top3: 0.6528 recall@top5: 1.0000 prec@top5: 0.4333 loss_action_cls: 0.0164 2022/12/04 13:57:18 - mmengine - INFO - Epoch(train) [7][2660/4451] lr: 3.8377e-02 eta: 1:22:24 time: 0.3282 data_time: 0.0096 memory: 8770 grad_norm: 0.1091 loss: 0.0170 recall@thr=0.5: 0.7431 prec@thr=0.5: 0.8725 recall@top3: 0.8647 prec@top3: 0.5882 recall@top5: 1.0000 prec@top5: 0.4471 loss_action_cls: 0.0170 2022/12/04 13:57:25 - mmengine - INFO - Epoch(train) [7][2680/4451] lr: 3.8292e-02 eta: 1:22:17 time: 0.3263 data_time: 0.0093 memory: 8770 grad_norm: 0.1121 loss: 0.0176 recall@thr=0.5: 0.6042 prec@thr=0.5: 0.7500 recall@top3: 0.7240 prec@top3: 0.6042 recall@top5: 0.9635 prec@top5: 0.5125 loss_action_cls: 0.0176 2022/12/04 13:57:31 - mmengine - INFO - Epoch(train) [7][2700/4451] lr: 3.8206e-02 eta: 1:22:11 time: 0.3266 data_time: 0.0101 memory: 8786 grad_norm: 0.1165 loss: 0.0189 recall@thr=0.5: 0.6078 prec@thr=0.5: 0.6176 recall@top3: 0.8333 prec@top3: 0.4902 recall@top5: 0.8824 prec@top5: 0.3176 loss_action_cls: 0.0189 2022/12/04 13:57:38 - mmengine - INFO - Epoch(train) [7][2720/4451] lr: 3.8120e-02 eta: 1:22:04 time: 0.3263 data_time: 0.0095 memory: 8786 grad_norm: 0.1092 loss: 0.0158 recall@thr=0.5: 0.6429 prec@thr=0.5: 0.7619 recall@top3: 0.7857 prec@top3: 0.5476 recall@top5: 0.9643 prec@top5: 0.4143 loss_action_cls: 0.0158 2022/12/04 13:57:44 - mmengine - INFO - Epoch(train) [7][2740/4451] lr: 3.8035e-02 eta: 1:21:58 time: 0.3259 data_time: 0.0104 memory: 8770 grad_norm: 0.1152 loss: 0.0154 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.7778 recall@top3: 0.8056 prec@top3: 0.7222 recall@top5: 0.9630 prec@top5: 0.5222 loss_action_cls: 0.0154 2022/12/04 13:57:51 - mmengine - INFO - Epoch(train) [7][2760/4451] lr: 3.7949e-02 eta: 1:21:51 time: 0.3257 data_time: 0.0098 memory: 8770 grad_norm: 0.1148 loss: 0.0159 recall@thr=0.5: 0.8833 prec@thr=0.5: 0.8233 recall@top3: 0.9333 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4400 loss_action_cls: 0.0159 2022/12/04 13:57:58 - mmengine - INFO - Epoch(train) [7][2780/4451] lr: 3.7863e-02 eta: 1:21:45 time: 0.3278 data_time: 0.0096 memory: 8780 grad_norm: 0.1140 loss: 0.0196 recall@thr=0.5: 0.7424 prec@thr=0.5: 0.8409 recall@top3: 0.8523 prec@top3: 0.5909 recall@top5: 0.9545 prec@top5: 0.3909 loss_action_cls: 0.0196 2022/12/04 13:58:04 - mmengine - INFO - Epoch(train) [7][2800/4451] lr: 3.7778e-02 eta: 1:21:38 time: 0.3256 data_time: 0.0095 memory: 8770 grad_norm: 0.1157 loss: 0.0183 recall@thr=0.5: 0.5792 prec@thr=0.5: 0.7083 recall@top3: 0.7736 prec@top3: 0.6528 recall@top5: 0.8729 prec@top5: 0.4500 loss_action_cls: 0.0183 2022/12/04 13:58:11 - mmengine - INFO - Epoch(train) [7][2820/4451] lr: 3.7692e-02 eta: 1:21:31 time: 0.3258 data_time: 0.0101 memory: 8799 grad_norm: 0.1115 loss: 0.0184 recall@thr=0.5: 0.7018 prec@thr=0.5: 0.6140 recall@top3: 0.8070 prec@top3: 0.6140 recall@top5: 0.9737 prec@top5: 0.4316 loss_action_cls: 0.0184 2022/12/04 13:58:17 - mmengine - INFO - Epoch(train) [7][2840/4451] lr: 3.7607e-02 eta: 1:21:25 time: 0.3270 data_time: 0.0093 memory: 8796 grad_norm: 0.1112 loss: 0.0173 recall@thr=0.5: 0.8447 prec@thr=0.5: 0.7689 recall@top3: 0.8674 prec@top3: 0.6667 recall@top5: 0.9773 prec@top5: 0.4727 loss_action_cls: 0.0173 2022/12/04 13:58:24 - mmengine - INFO - Epoch(train) [7][2860/4451] lr: 3.7521e-02 eta: 1:21:18 time: 0.3266 data_time: 0.0098 memory: 8771 grad_norm: 0.1146 loss: 0.0167 recall@thr=0.5: 0.7139 prec@thr=0.5: 0.7417 recall@top3: 0.8194 prec@top3: 0.6889 recall@top5: 0.9833 prec@top5: 0.5000 loss_action_cls: 0.0167 2022/12/04 13:58:30 - mmengine - INFO - Epoch(train) [7][2880/4451] lr: 3.7436e-02 eta: 1:21:12 time: 0.3265 data_time: 0.0121 memory: 8770 grad_norm: 0.1118 loss: 0.0188 recall@thr=0.5: 0.6895 prec@thr=0.5: 0.6781 recall@top3: 0.8263 prec@top3: 0.6667 recall@top5: 0.9526 prec@top5: 0.4842 loss_action_cls: 0.0188 2022/12/04 13:58:37 - mmengine - INFO - Epoch(train) [7][2900/4451] lr: 3.7350e-02 eta: 1:21:05 time: 0.3290 data_time: 0.0095 memory: 8774 grad_norm: 0.1100 loss: 0.0171 recall@thr=0.5: 0.6722 prec@thr=0.5: 0.6667 recall@top3: 0.8778 prec@top3: 0.5778 recall@top5: 0.9833 prec@top5: 0.4000 loss_action_cls: 0.0171 2022/12/04 13:58:43 - mmengine - INFO - Epoch(train) [7][2920/4451] lr: 3.7265e-02 eta: 1:20:59 time: 0.3261 data_time: 0.0096 memory: 8796 grad_norm: 0.1162 loss: 0.0162 recall@thr=0.5: 0.7130 prec@thr=0.5: 0.7824 recall@top3: 0.8333 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4889 loss_action_cls: 0.0162 2022/12/04 13:58:50 - mmengine - INFO - Epoch(train) [7][2940/4451] lr: 3.7180e-02 eta: 1:20:52 time: 0.3269 data_time: 0.0098 memory: 8770 grad_norm: 0.1123 loss: 0.0172 recall@thr=0.5: 0.7560 prec@thr=0.5: 0.6667 recall@top3: 0.8690 prec@top3: 0.5000 recall@top5: 0.9226 prec@top5: 0.3286 loss_action_cls: 0.0172 2022/12/04 13:58:56 - mmengine - INFO - Epoch(train) [7][2960/4451] lr: 3.7095e-02 eta: 1:20:46 time: 0.3273 data_time: 0.0114 memory: 8770 grad_norm: 0.1116 loss: 0.0181 recall@thr=0.5: 0.5778 prec@thr=0.5: 0.6444 recall@top3: 0.6889 prec@top3: 0.6444 recall@top5: 0.9333 prec@top5: 0.4933 loss_action_cls: 0.0181 2022/12/04 13:59:03 - mmengine - INFO - Epoch(train) [7][2980/4451] lr: 3.7009e-02 eta: 1:20:39 time: 0.3269 data_time: 0.0095 memory: 8786 grad_norm: 0.1097 loss: 0.0179 recall@thr=0.5: 0.6975 prec@thr=0.5: 0.8025 recall@top3: 0.8673 prec@top3: 0.7284 recall@top5: 0.9815 prec@top5: 0.5037 loss_action_cls: 0.0179 2022/12/04 13:59:09 - mmengine - INFO - Epoch(train) [7][3000/4451] lr: 3.6924e-02 eta: 1:20:33 time: 0.3286 data_time: 0.0097 memory: 8770 grad_norm: 0.1070 loss: 0.0170 recall@thr=0.5: 0.8258 prec@thr=0.5: 0.7955 recall@top3: 0.8561 prec@top3: 0.7576 recall@top5: 1.0000 prec@top5: 0.5364 loss_action_cls: 0.0170 2022/12/04 13:59:16 - mmengine - INFO - Epoch(train) [7][3020/4451] lr: 3.6839e-02 eta: 1:20:26 time: 0.3269 data_time: 0.0115 memory: 8786 grad_norm: 0.1139 loss: 0.0170 recall@thr=0.5: 0.8523 prec@thr=0.5: 0.8561 recall@top3: 0.8826 prec@top3: 0.6667 recall@top5: 0.9470 prec@top5: 0.4455 loss_action_cls: 0.0170 2022/12/04 13:59:23 - mmengine - INFO - Epoch(train) [7][3040/4451] lr: 3.6754e-02 eta: 1:20:20 time: 0.3265 data_time: 0.0105 memory: 8786 grad_norm: 0.1110 loss: 0.0173 recall@thr=0.5: 0.7981 prec@thr=0.5: 0.8205 recall@top3: 0.8814 prec@top3: 0.6282 recall@top5: 0.9615 prec@top5: 0.4154 loss_action_cls: 0.0173 2022/12/04 13:59:29 - mmengine - INFO - Epoch(train) [7][3060/4451] lr: 3.6669e-02 eta: 1:20:13 time: 0.3269 data_time: 0.0095 memory: 8783 grad_norm: 0.1094 loss: 0.0188 recall@thr=0.5: 0.7194 prec@thr=0.5: 0.6979 recall@top3: 0.8208 prec@top3: 0.5694 recall@top5: 1.0000 prec@top5: 0.4417 loss_action_cls: 0.0188 2022/12/04 13:59:36 - mmengine - INFO - Epoch(train) [7][3080/4451] lr: 3.6584e-02 eta: 1:20:07 time: 0.3256 data_time: 0.0101 memory: 8777 grad_norm: 0.1159 loss: 0.0184 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.4917 recall@top3: 0.7333 prec@top3: 0.4167 recall@top5: 0.8833 prec@top5: 0.3000 loss_action_cls: 0.0184 2022/12/04 13:59:42 - mmengine - INFO - Epoch(train) [7][3100/4451] lr: 3.6499e-02 eta: 1:20:00 time: 0.3269 data_time: 0.0095 memory: 8770 grad_norm: 0.1087 loss: 0.0168 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.7262 recall@top3: 0.7500 prec@top3: 0.5238 recall@top5: 0.9365 prec@top5: 0.4190 loss_action_cls: 0.0168 2022/12/04 13:59:49 - mmengine - INFO - Epoch(train) [7][3120/4451] lr: 3.6414e-02 eta: 1:19:54 time: 0.3266 data_time: 0.0107 memory: 8770 grad_norm: 0.1156 loss: 0.0172 recall@thr=0.5: 0.6872 prec@thr=0.5: 0.7179 recall@top3: 0.8923 prec@top3: 0.6410 recall@top5: 0.9077 prec@top5: 0.4000 loss_action_cls: 0.0172 2022/12/04 13:59:55 - mmengine - INFO - Epoch(train) [7][3140/4451] lr: 3.6329e-02 eta: 1:19:47 time: 0.3268 data_time: 0.0095 memory: 8796 grad_norm: 0.1118 loss: 0.0175 recall@thr=0.5: 0.6354 prec@thr=0.5: 0.8750 recall@top3: 0.7812 prec@top3: 0.6042 recall@top5: 0.8958 prec@top5: 0.4250 loss_action_cls: 0.0175 2022/12/04 14:00:02 - mmengine - INFO - Epoch(train) [7][3160/4451] lr: 3.6244e-02 eta: 1:19:41 time: 0.3251 data_time: 0.0097 memory: 8790 grad_norm: 0.1089 loss: 0.0180 recall@thr=0.5: 0.8542 prec@thr=0.5: 0.9722 recall@top3: 0.9583 prec@top3: 0.8056 recall@top5: 0.9896 prec@top5: 0.5083 loss_action_cls: 0.0180 2022/12/04 14:00:08 - mmengine - INFO - Epoch(train) [7][3180/4451] lr: 3.6159e-02 eta: 1:19:34 time: 0.3280 data_time: 0.0121 memory: 8799 grad_norm: 0.1100 loss: 0.0165 recall@thr=0.5: 0.8819 prec@thr=0.5: 0.9861 recall@top3: 0.9792 prec@top3: 0.6944 recall@top5: 1.0000 prec@top5: 0.4250 loss_action_cls: 0.0165 2022/12/04 14:00:15 - mmengine - INFO - Epoch(train) [7][3200/4451] lr: 3.6075e-02 eta: 1:19:27 time: 0.3269 data_time: 0.0100 memory: 8780 grad_norm: 0.1107 loss: 0.0162 recall@thr=0.5: 0.6594 prec@thr=0.5: 0.7014 recall@top3: 0.8080 prec@top3: 0.5942 recall@top5: 0.9565 prec@top5: 0.4348 loss_action_cls: 0.0162 2022/12/04 14:00:21 - mmengine - INFO - Epoch(train) [7][3220/4451] lr: 3.5990e-02 eta: 1:19:21 time: 0.3266 data_time: 0.0101 memory: 8816 grad_norm: 0.1145 loss: 0.0175 recall@thr=0.5: 0.5243 prec@thr=0.5: 0.7361 recall@top3: 0.7743 prec@top3: 0.7083 recall@top5: 0.9653 prec@top5: 0.5250 loss_action_cls: 0.0175 2022/12/04 14:00:28 - mmengine - INFO - Epoch(train) [7][3240/4451] lr: 3.5905e-02 eta: 1:19:14 time: 0.3276 data_time: 0.0096 memory: 8770 grad_norm: 0.1125 loss: 0.0175 recall@thr=0.5: 0.9015 prec@thr=0.5: 0.8788 recall@top3: 0.9242 prec@top3: 0.7273 recall@top5: 0.9545 prec@top5: 0.4545 loss_action_cls: 0.0175 2022/12/04 14:00:34 - mmengine - INFO - Epoch(train) [7][3260/4451] lr: 3.5821e-02 eta: 1:19:08 time: 0.3270 data_time: 0.0106 memory: 8790 grad_norm: 0.1137 loss: 0.0188 recall@thr=0.5: 0.7870 prec@thr=0.5: 0.9444 recall@top3: 0.9815 prec@top3: 0.7778 recall@top5: 1.0000 prec@top5: 0.4778 loss_action_cls: 0.0188 2022/12/04 14:00:41 - mmengine - INFO - Epoch(train) [7][3280/4451] lr: 3.5736e-02 eta: 1:19:01 time: 0.3265 data_time: 0.0096 memory: 8770 grad_norm: 0.1141 loss: 0.0163 recall@thr=0.5: 0.4841 prec@thr=0.5: 0.5873 recall@top3: 0.7778 prec@top3: 0.5079 recall@top5: 0.9444 prec@top5: 0.3810 loss_action_cls: 0.0163 2022/12/04 14:00:46 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 14:00:48 - mmengine - INFO - Epoch(train) [7][3300/4451] lr: 3.5652e-02 eta: 1:18:55 time: 0.3272 data_time: 0.0096 memory: 8786 grad_norm: 0.1072 loss: 0.0157 recall@thr=0.5: 0.6632 prec@thr=0.5: 0.6667 recall@top3: 0.7049 prec@top3: 0.5139 recall@top5: 0.9167 prec@top5: 0.4083 loss_action_cls: 0.0157 2022/12/04 14:00:54 - mmengine - INFO - Epoch(train) [7][3320/4451] lr: 3.5567e-02 eta: 1:18:48 time: 0.3270 data_time: 0.0098 memory: 8777 grad_norm: 0.1135 loss: 0.0165 recall@thr=0.5: 0.5333 prec@thr=0.5: 0.5667 recall@top3: 0.7333 prec@top3: 0.5556 recall@top5: 0.8000 prec@top5: 0.3733 loss_action_cls: 0.0165 2022/12/04 14:01:01 - mmengine - INFO - Epoch(train) [7][3340/4451] lr: 3.5483e-02 eta: 1:18:42 time: 0.3258 data_time: 0.0093 memory: 8771 grad_norm: 0.1179 loss: 0.0181 recall@thr=0.5: 0.9105 prec@thr=0.5: 0.9079 recall@top3: 0.8404 prec@top3: 0.8246 recall@top5: 1.0000 prec@top5: 0.6211 loss_action_cls: 0.0181 2022/12/04 14:01:07 - mmengine - INFO - Epoch(train) [7][3360/4451] lr: 3.5398e-02 eta: 1:18:35 time: 0.3274 data_time: 0.0096 memory: 8796 grad_norm: 0.1079 loss: 0.0177 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.7500 recall@top3: 0.7917 prec@top3: 0.6250 recall@top5: 1.0000 prec@top5: 0.4875 loss_action_cls: 0.0177 2022/12/04 14:01:14 - mmengine - INFO - Epoch(train) [7][3380/4451] lr: 3.5314e-02 eta: 1:18:29 time: 0.3269 data_time: 0.0095 memory: 8771 grad_norm: 0.1162 loss: 0.0180 recall@thr=0.5: 0.9833 prec@thr=0.5: 0.9833 recall@top3: 0.9500 prec@top3: 0.6000 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0180 2022/12/04 14:01:20 - mmengine - INFO - Epoch(train) [7][3400/4451] lr: 3.5230e-02 eta: 1:18:22 time: 0.3265 data_time: 0.0095 memory: 8790 grad_norm: 0.1150 loss: 0.0179 recall@thr=0.5: 0.7880 prec@thr=0.5: 0.8733 recall@top3: 0.8727 prec@top3: 0.8133 recall@top5: 0.9220 prec@top5: 0.5280 loss_action_cls: 0.0179 2022/12/04 14:01:27 - mmengine - INFO - Epoch(train) [7][3420/4451] lr: 3.5145e-02 eta: 1:18:16 time: 0.3269 data_time: 0.0097 memory: 8774 grad_norm: 0.1071 loss: 0.0175 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7460 recall@top3: 0.7778 prec@top3: 0.6349 recall@top5: 0.8651 prec@top5: 0.4286 loss_action_cls: 0.0175 2022/12/04 14:01:33 - mmengine - INFO - Epoch(train) [7][3440/4451] lr: 3.5061e-02 eta: 1:18:09 time: 0.3262 data_time: 0.0095 memory: 8799 grad_norm: 0.1123 loss: 0.0163 recall@thr=0.5: 0.9167 prec@thr=0.5: 0.9286 recall@top3: 0.9464 prec@top3: 0.6548 recall@top5: 0.9583 prec@top5: 0.4000 loss_action_cls: 0.0163 2022/12/04 14:01:40 - mmengine - INFO - Epoch(train) [7][3460/4451] lr: 3.4977e-02 eta: 1:18:03 time: 0.3280 data_time: 0.0118 memory: 8770 grad_norm: 0.1119 loss: 0.0179 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7667 recall@top3: 0.9417 prec@top3: 0.6833 recall@top5: 0.9833 prec@top5: 0.4400 loss_action_cls: 0.0179 2022/12/04 14:01:46 - mmengine - INFO - Epoch(train) [7][3480/4451] lr: 3.4893e-02 eta: 1:17:56 time: 0.3277 data_time: 0.0100 memory: 8793 grad_norm: 0.1182 loss: 0.0181 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8175 recall@top3: 0.8135 prec@top3: 0.7302 recall@top5: 0.9286 prec@top5: 0.5048 loss_action_cls: 0.0181 2022/12/04 14:01:53 - mmengine - INFO - Epoch(train) [7][3500/4451] lr: 3.4809e-02 eta: 1:17:50 time: 0.3277 data_time: 0.0099 memory: 8790 grad_norm: 0.1133 loss: 0.0178 recall@thr=0.5: 0.7639 prec@thr=0.5: 0.7556 recall@top3: 0.7889 prec@top3: 0.6667 recall@top5: 0.9167 prec@top5: 0.4667 loss_action_cls: 0.0178 2022/12/04 14:01:59 - mmengine - INFO - Epoch(train) [7][3520/4451] lr: 3.4725e-02 eta: 1:17:43 time: 0.3253 data_time: 0.0103 memory: 8770 grad_norm: 0.1140 loss: 0.0170 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.8437 recall@top3: 0.7812 prec@top3: 0.6458 recall@top5: 0.9271 prec@top5: 0.4750 loss_action_cls: 0.0170 2022/12/04 14:02:06 - mmengine - INFO - Epoch(train) [7][3540/4451] lr: 3.4641e-02 eta: 1:17:37 time: 0.3268 data_time: 0.0096 memory: 8774 grad_norm: 0.1104 loss: 0.0171 recall@thr=0.5: 0.6569 prec@thr=0.5: 0.8824 recall@top3: 0.7647 prec@top3: 0.7059 recall@top5: 0.9412 prec@top5: 0.5059 loss_action_cls: 0.0171 2022/12/04 14:02:13 - mmengine - INFO - Epoch(train) [7][3560/4451] lr: 3.4557e-02 eta: 1:17:30 time: 0.3266 data_time: 0.0098 memory: 8790 grad_norm: 0.1157 loss: 0.0171 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7187 recall@top3: 0.9219 prec@top3: 0.6458 recall@top5: 0.9531 prec@top5: 0.4125 loss_action_cls: 0.0171 2022/12/04 14:02:19 - mmengine - INFO - Epoch(train) [7][3580/4451] lr: 3.4473e-02 eta: 1:17:23 time: 0.3270 data_time: 0.0109 memory: 8774 grad_norm: 0.1116 loss: 0.0185 recall@thr=0.5: 0.5870 prec@thr=0.5: 0.7971 recall@top3: 0.7101 prec@top3: 0.5507 recall@top5: 0.8986 prec@top5: 0.4174 loss_action_cls: 0.0185 2022/12/04 14:02:26 - mmengine - INFO - Epoch(train) [7][3600/4451] lr: 3.4389e-02 eta: 1:17:17 time: 0.3284 data_time: 0.0100 memory: 8770 grad_norm: 0.1187 loss: 0.0176 recall@thr=0.5: 0.7018 prec@thr=0.5: 0.7807 recall@top3: 0.8509 prec@top3: 0.5965 recall@top5: 0.9298 prec@top5: 0.4105 loss_action_cls: 0.0176 2022/12/04 14:02:32 - mmengine - INFO - Epoch(train) [7][3620/4451] lr: 3.4305e-02 eta: 1:17:10 time: 0.3268 data_time: 0.0096 memory: 8770 grad_norm: 0.1084 loss: 0.0178 recall@thr=0.5: 0.6259 prec@thr=0.5: 0.6852 recall@top3: 0.8444 prec@top3: 0.5556 recall@top5: 1.0000 prec@top5: 0.4222 loss_action_cls: 0.0178 2022/12/04 14:02:39 - mmengine - INFO - Epoch(train) [7][3640/4451] lr: 3.4221e-02 eta: 1:17:04 time: 0.3275 data_time: 0.0096 memory: 8832 grad_norm: 0.1144 loss: 0.0184 recall@thr=0.5: 0.6237 prec@thr=0.5: 0.6694 recall@top3: 0.7608 prec@top3: 0.5591 recall@top5: 0.9194 prec@top5: 0.4129 loss_action_cls: 0.0184 2022/12/04 14:02:45 - mmengine - INFO - Epoch(train) [7][3660/4451] lr: 3.4138e-02 eta: 1:16:57 time: 0.3264 data_time: 0.0107 memory: 8770 grad_norm: 0.1090 loss: 0.0177 recall@thr=0.5: 0.7283 prec@thr=0.5: 0.8225 recall@top3: 0.8261 prec@top3: 0.6812 recall@top5: 0.8913 prec@top5: 0.4522 loss_action_cls: 0.0177 2022/12/04 14:02:52 - mmengine - INFO - Epoch(train) [7][3680/4451] lr: 3.4054e-02 eta: 1:16:51 time: 0.3279 data_time: 0.0110 memory: 8774 grad_norm: 0.1140 loss: 0.0174 recall@thr=0.5: 0.8704 prec@thr=0.5: 0.9722 recall@top3: 1.0000 prec@top3: 0.8148 recall@top5: 1.0000 prec@top5: 0.4889 loss_action_cls: 0.0174 2022/12/04 14:02:58 - mmengine - INFO - Epoch(train) [7][3700/4451] lr: 3.3971e-02 eta: 1:16:44 time: 0.3259 data_time: 0.0113 memory: 8777 grad_norm: 0.1097 loss: 0.0167 recall@thr=0.5: 0.6957 prec@thr=0.5: 0.7826 recall@top3: 0.8551 prec@top3: 0.5942 recall@top5: 0.8804 prec@top5: 0.3739 loss_action_cls: 0.0167 2022/12/04 14:03:05 - mmengine - INFO - Epoch(train) [7][3720/4451] lr: 3.3887e-02 eta: 1:16:38 time: 0.3274 data_time: 0.0098 memory: 8863 grad_norm: 0.1129 loss: 0.0195 recall@thr=0.5: 0.7391 prec@thr=0.5: 0.7391 recall@top3: 0.8623 prec@top3: 0.5652 recall@top5: 0.9710 prec@top5: 0.4000 loss_action_cls: 0.0195 2022/12/04 14:03:11 - mmengine - INFO - Epoch(train) [7][3740/4451] lr: 3.3803e-02 eta: 1:16:31 time: 0.3270 data_time: 0.0094 memory: 8793 grad_norm: 0.1124 loss: 0.0181 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.8712 recall@top3: 0.9015 prec@top3: 0.5909 recall@top5: 0.9773 prec@top5: 0.4000 loss_action_cls: 0.0181 2022/12/04 14:03:18 - mmengine - INFO - Epoch(train) [7][3760/4451] lr: 3.3720e-02 eta: 1:16:25 time: 0.3283 data_time: 0.0100 memory: 8783 grad_norm: 0.1165 loss: 0.0167 recall@thr=0.5: 0.6800 prec@thr=0.5: 0.6500 recall@top3: 0.8733 prec@top3: 0.6000 recall@top5: 1.0000 prec@top5: 0.4160 loss_action_cls: 0.0167 2022/12/04 14:03:25 - mmengine - INFO - Epoch(train) [7][3780/4451] lr: 3.3637e-02 eta: 1:16:18 time: 0.3262 data_time: 0.0099 memory: 8846 grad_norm: 0.1156 loss: 0.0172 recall@thr=0.5: 0.6889 prec@thr=0.5: 0.7556 recall@top3: 0.8444 prec@top3: 0.5556 recall@top5: 0.9778 prec@top5: 0.3733 loss_action_cls: 0.0172 2022/12/04 14:03:31 - mmengine - INFO - Epoch(train) [7][3800/4451] lr: 3.3553e-02 eta: 1:16:12 time: 0.3262 data_time: 0.0108 memory: 8777 grad_norm: 0.1187 loss: 0.0192 recall@thr=0.5: 0.7432 prec@thr=0.5: 0.8485 recall@top3: 0.8152 prec@top3: 0.6818 recall@top5: 0.9326 prec@top5: 0.4727 loss_action_cls: 0.0192 2022/12/04 14:03:38 - mmengine - INFO - Epoch(train) [7][3820/4451] lr: 3.3470e-02 eta: 1:16:05 time: 0.3265 data_time: 0.0103 memory: 8809 grad_norm: 0.1133 loss: 0.0164 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.9500 recall@top3: 0.8500 prec@top3: 0.7333 recall@top5: 1.0000 prec@top5: 0.5200 loss_action_cls: 0.0164 2022/12/04 14:03:44 - mmengine - INFO - Epoch(train) [7][3840/4451] lr: 3.3387e-02 eta: 1:15:59 time: 0.3267 data_time: 0.0096 memory: 8770 grad_norm: 0.1179 loss: 0.0184 recall@thr=0.5: 0.5797 prec@thr=0.5: 0.6957 recall@top3: 0.7681 prec@top3: 0.6377 recall@top5: 0.9348 prec@top5: 0.4957 loss_action_cls: 0.0184 2022/12/04 14:03:51 - mmengine - INFO - Epoch(train) [7][3860/4451] lr: 3.3304e-02 eta: 1:15:52 time: 0.3265 data_time: 0.0106 memory: 8786 grad_norm: 0.1117 loss: 0.0171 recall@thr=0.5: 0.7963 prec@thr=0.5: 0.8272 recall@top3: 0.8704 prec@top3: 0.7284 recall@top5: 0.9290 prec@top5: 0.4741 loss_action_cls: 0.0171 2022/12/04 14:03:57 - mmengine - INFO - Epoch(train) [7][3880/4451] lr: 3.3220e-02 eta: 1:15:46 time: 0.3281 data_time: 0.0101 memory: 8859 grad_norm: 0.1153 loss: 0.0172 recall@thr=0.5: 0.5746 prec@thr=0.5: 0.7368 recall@top3: 0.8158 prec@top3: 0.5965 recall@top5: 0.8860 prec@top5: 0.3895 loss_action_cls: 0.0172 2022/12/04 14:04:04 - mmengine - INFO - Epoch(train) [7][3900/4451] lr: 3.3137e-02 eta: 1:15:39 time: 0.3259 data_time: 0.0108 memory: 8790 grad_norm: 0.1090 loss: 0.0169 recall@thr=0.5: 0.7235 prec@thr=0.5: 0.7879 recall@top3: 0.8144 prec@top3: 0.5606 recall@top5: 0.8939 prec@top5: 0.3818 loss_action_cls: 0.0169 2022/12/04 14:04:10 - mmengine - INFO - Epoch(train) [7][3920/4451] lr: 3.3054e-02 eta: 1:15:33 time: 0.3250 data_time: 0.0097 memory: 8799 grad_norm: 0.1131 loss: 0.0151 recall@thr=0.5: 0.7627 prec@thr=0.5: 0.9286 recall@top3: 0.7865 prec@top3: 0.8095 recall@top5: 0.9603 prec@top5: 0.6190 loss_action_cls: 0.0151 2022/12/04 14:04:17 - mmengine - INFO - Epoch(train) [7][3940/4451] lr: 3.2971e-02 eta: 1:15:26 time: 0.3257 data_time: 0.0100 memory: 8774 grad_norm: 0.1156 loss: 0.0170 recall@thr=0.5: 0.7738 prec@thr=0.5: 0.7738 recall@top3: 0.8810 prec@top3: 0.5952 recall@top5: 0.9762 prec@top5: 0.4000 loss_action_cls: 0.0170 2022/12/04 14:04:23 - mmengine - INFO - Epoch(train) [7][3960/4451] lr: 3.2888e-02 eta: 1:15:19 time: 0.3268 data_time: 0.0106 memory: 8790 grad_norm: 0.1116 loss: 0.0185 recall@thr=0.5: 0.7785 prec@thr=0.5: 0.9123 recall@top3: 0.8377 prec@top3: 0.8509 recall@top5: 0.9912 prec@top5: 0.6053 loss_action_cls: 0.0185 2022/12/04 14:04:30 - mmengine - INFO - Epoch(train) [7][3980/4451] lr: 3.2806e-02 eta: 1:15:13 time: 0.3271 data_time: 0.0097 memory: 8770 grad_norm: 0.1162 loss: 0.0170 recall@thr=0.5: 0.7759 prec@thr=0.5: 0.9861 recall@top3: 0.8250 prec@top3: 0.7037 recall@top5: 0.9537 prec@top5: 0.5111 loss_action_cls: 0.0170 2022/12/04 14:04:36 - mmengine - INFO - Epoch(train) [7][4000/4451] lr: 3.2723e-02 eta: 1:15:06 time: 0.3283 data_time: 0.0111 memory: 8770 grad_norm: 0.1081 loss: 0.0148 recall@thr=0.5: 0.8186 prec@thr=0.5: 0.8824 recall@top3: 0.8824 prec@top3: 0.6471 recall@top5: 0.8971 prec@top5: 0.4000 loss_action_cls: 0.0148 2022/12/04 14:04:43 - mmengine - INFO - Epoch(train) [7][4020/4451] lr: 3.2640e-02 eta: 1:15:00 time: 0.3273 data_time: 0.0093 memory: 8786 grad_norm: 0.1172 loss: 0.0177 recall@thr=0.5: 0.6087 prec@thr=0.5: 0.7319 recall@top3: 0.7246 prec@top3: 0.6377 recall@top5: 0.9058 prec@top5: 0.4783 loss_action_cls: 0.0177 2022/12/04 14:04:50 - mmengine - INFO - Epoch(train) [7][4040/4451] lr: 3.2557e-02 eta: 1:14:53 time: 0.3275 data_time: 0.0098 memory: 8813 grad_norm: 0.1091 loss: 0.0181 recall@thr=0.5: 0.7685 prec@thr=0.5: 0.8519 recall@top3: 0.9259 prec@top3: 0.7963 recall@top5: 0.9815 prec@top5: 0.5000 loss_action_cls: 0.0181 2022/12/04 14:04:56 - mmengine - INFO - Epoch(train) [7][4060/4451] lr: 3.2475e-02 eta: 1:14:47 time: 0.3272 data_time: 0.0111 memory: 8770 grad_norm: 0.1117 loss: 0.0174 recall@thr=0.5: 0.7685 prec@thr=0.5: 0.9198 recall@top3: 0.8951 prec@top3: 0.7531 recall@top5: 0.9907 prec@top5: 0.5185 loss_action_cls: 0.0174 2022/12/04 14:05:03 - mmengine - INFO - Epoch(train) [7][4080/4451] lr: 3.2392e-02 eta: 1:14:40 time: 0.3258 data_time: 0.0100 memory: 8770 grad_norm: 0.1130 loss: 0.0156 recall@thr=0.5: 0.4912 prec@thr=0.5: 0.6140 recall@top3: 0.8158 prec@top3: 0.5614 recall@top5: 0.8860 prec@top5: 0.3789 loss_action_cls: 0.0156 2022/12/04 14:05:09 - mmengine - INFO - Epoch(train) [7][4100/4451] lr: 3.2309e-02 eta: 1:14:34 time: 0.3290 data_time: 0.0114 memory: 8777 grad_norm: 0.1202 loss: 0.0179 recall@thr=0.5: 0.7115 prec@thr=0.5: 0.8141 recall@top3: 0.8622 prec@top3: 0.6282 recall@top5: 0.9808 prec@top5: 0.4385 loss_action_cls: 0.0179 2022/12/04 14:05:16 - mmengine - INFO - Epoch(train) [7][4120/4451] lr: 3.2227e-02 eta: 1:14:27 time: 0.3259 data_time: 0.0099 memory: 8770 grad_norm: 0.1103 loss: 0.0182 recall@thr=0.5: 0.6146 prec@thr=0.5: 0.7500 recall@top3: 0.8021 prec@top3: 0.5417 recall@top5: 0.9583 prec@top5: 0.3875 loss_action_cls: 0.0182 2022/12/04 14:05:22 - mmengine - INFO - Epoch(train) [7][4140/4451] lr: 3.2144e-02 eta: 1:14:21 time: 0.3267 data_time: 0.0102 memory: 8771 grad_norm: 0.1133 loss: 0.0163 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8478 recall@top3: 0.8841 prec@top3: 0.6812 recall@top5: 0.9420 prec@top5: 0.4435 loss_action_cls: 0.0163 2022/12/04 14:05:29 - mmengine - INFO - Epoch(train) [7][4160/4451] lr: 3.2062e-02 eta: 1:14:14 time: 0.3267 data_time: 0.0100 memory: 8770 grad_norm: 0.1171 loss: 0.0196 recall@thr=0.5: 0.5746 prec@thr=0.5: 0.6842 recall@top3: 0.6974 prec@top3: 0.4912 recall@top5: 0.8640 prec@top5: 0.3579 loss_action_cls: 0.0196 2022/12/04 14:05:35 - mmengine - INFO - Epoch(train) [7][4180/4451] lr: 3.1980e-02 eta: 1:14:08 time: 0.3283 data_time: 0.0099 memory: 8783 grad_norm: 0.1150 loss: 0.0185 recall@thr=0.5: 0.7424 prec@thr=0.5: 0.8788 recall@top3: 0.8485 prec@top3: 0.6667 recall@top5: 0.9583 prec@top5: 0.4727 loss_action_cls: 0.0185 2022/12/04 14:05:42 - mmengine - INFO - Epoch(train) [7][4200/4451] lr: 3.1898e-02 eta: 1:14:01 time: 0.3258 data_time: 0.0095 memory: 8771 grad_norm: 0.1166 loss: 0.0186 recall@thr=0.5: 0.7458 prec@thr=0.5: 0.8667 recall@top3: 0.8208 prec@top3: 0.8000 recall@top5: 0.9708 prec@top5: 0.5900 loss_action_cls: 0.0186 2022/12/04 14:05:48 - mmengine - INFO - Epoch(train) [7][4220/4451] lr: 3.1815e-02 eta: 1:13:55 time: 0.3273 data_time: 0.0094 memory: 8796 grad_norm: 0.1078 loss: 0.0178 recall@thr=0.5: 0.6471 prec@thr=0.5: 0.8235 recall@top3: 0.9118 prec@top3: 0.5490 recall@top5: 0.9706 prec@top5: 0.3647 loss_action_cls: 0.0178 2022/12/04 14:05:55 - mmengine - INFO - Epoch(train) [7][4240/4451] lr: 3.1733e-02 eta: 1:13:48 time: 0.3270 data_time: 0.0103 memory: 8806 grad_norm: 0.1135 loss: 0.0162 recall@thr=0.5: 0.7300 prec@thr=0.5: 0.8400 recall@top3: 0.8833 prec@top3: 0.7333 recall@top5: 0.9667 prec@top5: 0.4960 loss_action_cls: 0.0162 2022/12/04 14:06:01 - mmengine - INFO - Epoch(train) [7][4260/4451] lr: 3.1651e-02 eta: 1:13:42 time: 0.3265 data_time: 0.0128 memory: 8796 grad_norm: 0.1204 loss: 0.0165 recall@thr=0.5: 0.6389 prec@thr=0.5: 0.7381 recall@top3: 0.7500 prec@top3: 0.6032 recall@top5: 0.8294 prec@top5: 0.4190 loss_action_cls: 0.0165 2022/12/04 14:06:08 - mmengine - INFO - Epoch(train) [7][4280/4451] lr: 3.1569e-02 eta: 1:13:35 time: 0.3267 data_time: 0.0098 memory: 8770 grad_norm: 0.1112 loss: 0.0171 recall@thr=0.5: 0.7803 prec@thr=0.5: 0.8295 recall@top3: 0.8636 prec@top3: 0.6970 recall@top5: 0.9773 prec@top5: 0.4909 loss_action_cls: 0.0171 2022/12/04 14:06:13 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 14:06:15 - mmengine - INFO - Epoch(train) [7][4300/4451] lr: 3.1487e-02 eta: 1:13:29 time: 0.3269 data_time: 0.0100 memory: 8770 grad_norm: 0.1140 loss: 0.0179 recall@thr=0.5: 0.6914 prec@thr=0.5: 0.7407 recall@top3: 0.8056 prec@top3: 0.6173 recall@top5: 0.9414 prec@top5: 0.4593 loss_action_cls: 0.0179 2022/12/04 14:06:21 - mmengine - INFO - Epoch(train) [7][4320/4451] lr: 3.1405e-02 eta: 1:13:22 time: 0.3259 data_time: 0.0098 memory: 8770 grad_norm: 0.1104 loss: 0.0171 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7633 recall@top3: 0.7167 prec@top3: 0.6000 recall@top5: 0.8167 prec@top5: 0.4200 loss_action_cls: 0.0171 2022/12/04 14:06:28 - mmengine - INFO - Epoch(train) [7][4340/4451] lr: 3.1323e-02 eta: 1:13:15 time: 0.3266 data_time: 0.0100 memory: 8806 grad_norm: 0.1099 loss: 0.0165 recall@thr=0.5: 0.5424 prec@thr=0.5: 0.7348 recall@top3: 0.7379 prec@top3: 0.6061 recall@top5: 0.8811 prec@top5: 0.4545 loss_action_cls: 0.0165 2022/12/04 14:06:34 - mmengine - INFO - Epoch(train) [7][4360/4451] lr: 3.1241e-02 eta: 1:13:09 time: 0.3272 data_time: 0.0103 memory: 8770 grad_norm: 0.1124 loss: 0.0179 recall@thr=0.5: 0.3889 prec@thr=0.5: 0.4333 recall@top3: 0.7222 prec@top3: 0.3556 recall@top5: 0.8333 prec@top5: 0.2667 loss_action_cls: 0.0179 2022/12/04 14:06:41 - mmengine - INFO - Epoch(train) [7][4380/4451] lr: 3.1160e-02 eta: 1:13:02 time: 0.3259 data_time: 0.0118 memory: 8770 grad_norm: 0.1133 loss: 0.0173 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.6742 recall@top3: 0.7803 prec@top3: 0.6818 recall@top5: 0.9697 prec@top5: 0.5000 loss_action_cls: 0.0173 2022/12/04 14:06:47 - mmengine - INFO - Epoch(train) [7][4400/4451] lr: 3.1078e-02 eta: 1:12:56 time: 0.3274 data_time: 0.0098 memory: 8770 grad_norm: 0.1092 loss: 0.0162 recall@thr=0.5: 0.8800 prec@thr=0.5: 0.7673 recall@top3: 0.9400 prec@top3: 0.6933 recall@top5: 0.9600 prec@top5: 0.4320 loss_action_cls: 0.0162 2022/12/04 14:06:54 - mmengine - INFO - Epoch(train) [7][4420/4451] lr: 3.0996e-02 eta: 1:12:49 time: 0.3275 data_time: 0.0097 memory: 8783 grad_norm: 0.1134 loss: 0.0171 recall@thr=0.5: 0.7451 prec@thr=0.5: 0.7255 recall@top3: 0.8137 prec@top3: 0.5294 recall@top5: 0.9608 prec@top5: 0.3765 loss_action_cls: 0.0171 2022/12/04 14:07:00 - mmengine - INFO - Epoch(train) [7][4440/4451] lr: 3.0915e-02 eta: 1:12:43 time: 0.3254 data_time: 0.0108 memory: 8770 grad_norm: 0.1103 loss: 0.0172 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.8095 recall@top3: 0.7679 prec@top3: 0.7143 recall@top5: 0.8720 prec@top5: 0.5000 loss_action_cls: 0.0172 2022/12/04 14:07:04 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 14:07:04 - mmengine - INFO - Epoch(train) [7][4451/4451] lr: 3.0870e-02 eta: 1:12:39 time: 0.3208 data_time: 0.0109 memory: 8770 grad_norm: 0.1106 loss: 0.0168 recall@thr=0.5: 0.6970 prec@thr=0.5: 0.6477 recall@top3: 0.7576 prec@top3: 0.5909 recall@top5: 0.9545 prec@top5: 0.4273 loss_action_cls: 0.0168 2022/12/04 14:07:04 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/12/04 14:07:09 - mmengine - INFO - Epoch(val) [7][ 20/6282] eta: 0:04:42 time: 0.0450 data_time: 0.0085 memory: 922 2022/12/04 14:07:10 - mmengine - INFO - Epoch(val) [7][ 40/6282] eta: 0:04:19 time: 0.0382 data_time: 0.0032 memory: 922 2022/12/04 14:07:11 - mmengine - INFO - Epoch(val) [7][ 60/6282] eta: 0:04:14 time: 0.0396 data_time: 0.0047 memory: 922 2022/12/04 14:07:12 - mmengine - INFO - Epoch(val) [7][ 80/6282] eta: 0:04:09 time: 0.0383 data_time: 0.0046 memory: 922 2022/12/04 14:07:13 - mmengine - INFO - Epoch(val) [7][ 100/6282] eta: 0:04:07 time: 0.0390 data_time: 0.0060 memory: 922 2022/12/04 14:07:13 - mmengine - INFO - Epoch(val) [7][ 120/6282] eta: 0:04:10 time: 0.0439 data_time: 0.0052 memory: 993 2022/12/04 14:07:14 - mmengine - INFO - Epoch(val) [7][ 140/6282] eta: 0:04:19 time: 0.0524 data_time: 0.0057 memory: 993 2022/12/04 14:07:15 - mmengine - INFO - Epoch(val) [7][ 160/6282] eta: 0:04:24 time: 0.0490 data_time: 0.0065 memory: 993 2022/12/04 14:07:17 - mmengine - INFO - Epoch(val) [7][ 180/6282] eta: 0:04:31 time: 0.0546 data_time: 0.0047 memory: 993 2022/12/04 14:07:18 - mmengine - INFO - Epoch(val) [7][ 200/6282] eta: 0:04:32 time: 0.0487 data_time: 0.0047 memory: 993 2022/12/04 14:07:18 - mmengine - INFO 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time: 0.0428 data_time: 0.0055 memory: 934 2022/12/04 14:07:34 - mmengine - INFO - Epoch(val) [7][ 560/6282] eta: 0:04:16 time: 0.0457 data_time: 0.0053 memory: 934 2022/12/04 14:07:35 - mmengine - INFO - Epoch(val) [7][ 580/6282] eta: 0:04:15 time: 0.0455 data_time: 0.0066 memory: 934 2022/12/04 14:07:36 - mmengine - INFO - Epoch(val) [7][ 600/6282] eta: 0:04:15 time: 0.0487 data_time: 0.0057 memory: 934 2022/12/04 14:07:37 - mmengine - INFO - Epoch(val) [7][ 620/6282] eta: 0:04:16 time: 0.0525 data_time: 0.0078 memory: 934 2022/12/04 14:07:38 - mmengine - INFO - Epoch(val) [7][ 640/6282] eta: 0:04:17 time: 0.0590 data_time: 0.0116 memory: 931 2022/12/04 14:07:39 - mmengine - INFO - Epoch(val) [7][ 660/6282] eta: 0:04:17 time: 0.0497 data_time: 0.0050 memory: 931 2022/12/04 14:07:40 - mmengine - INFO - Epoch(val) [7][ 680/6282] eta: 0:04:17 time: 0.0510 data_time: 0.0079 memory: 931 2022/12/04 14:07:41 - mmengine - INFO - Epoch(val) [7][ 700/6282] eta: 0:04:16 time: 0.0472 data_time: 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2022/12/04 14:07:50 - mmengine - INFO - Epoch(val) [7][ 880/6282] eta: 0:04:10 time: 0.0452 data_time: 0.0051 memory: 934 2022/12/04 14:07:51 - mmengine - INFO - Epoch(val) [7][ 900/6282] eta: 0:04:09 time: 0.0445 data_time: 0.0055 memory: 934 2022/12/04 14:07:51 - mmengine - INFO - Epoch(val) [7][ 920/6282] eta: 0:04:08 time: 0.0428 data_time: 0.0056 memory: 934 2022/12/04 14:07:52 - mmengine - INFO - Epoch(val) [7][ 940/6282] eta: 0:04:07 time: 0.0419 data_time: 0.0057 memory: 922 2022/12/04 14:07:53 - mmengine - INFO - Epoch(val) [7][ 960/6282] eta: 0:04:05 time: 0.0422 data_time: 0.0047 memory: 922 2022/12/04 14:07:54 - mmengine - INFO - Epoch(val) [7][ 980/6282] eta: 0:04:04 time: 0.0426 data_time: 0.0049 memory: 922 2022/12/04 14:07:55 - mmengine - INFO - Epoch(val) [7][1000/6282] eta: 0:04:02 time: 0.0412 data_time: 0.0057 memory: 922 2022/12/04 14:07:56 - mmengine - INFO - Epoch(val) [7][1020/6282] eta: 0:04:01 time: 0.0416 data_time: 0.0035 memory: 934 2022/12/04 14:07:57 - mmengine - INFO - Epoch(val) [7][1040/6282] eta: 0:04:00 time: 0.0424 data_time: 0.0043 memory: 934 2022/12/04 14:07:57 - mmengine - INFO - Epoch(val) [7][1060/6282] eta: 0:03:59 time: 0.0448 data_time: 0.0044 memory: 934 2022/12/04 14:07:58 - mmengine - INFO - Epoch(val) [7][1080/6282] eta: 0:03:57 time: 0.0408 data_time: 0.0051 memory: 934 2022/12/04 14:07:59 - mmengine - INFO - Epoch(val) [7][1100/6282] eta: 0:03:57 time: 0.0500 data_time: 0.0074 memory: 934 2022/12/04 14:08:00 - mmengine - INFO - Epoch(val) [7][1120/6282] eta: 0:03:57 time: 0.0546 data_time: 0.0069 memory: 934 2022/12/04 14:08:02 - mmengine - INFO - Epoch(val) [7][1140/6282] eta: 0:03:57 time: 0.0550 data_time: 0.0120 memory: 934 2022/12/04 14:08:03 - mmengine - INFO - Epoch(val) [7][1160/6282] eta: 0:03:56 time: 0.0513 data_time: 0.0075 memory: 934 2022/12/04 14:08:04 - mmengine - INFO - Epoch(val) [7][1180/6282] eta: 0:03:56 time: 0.0497 data_time: 0.0072 memory: 934 2022/12/04 14:08:05 - mmengine - INFO - Epoch(val) [7][1200/6282] eta: 0:03:55 time: 0.0498 data_time: 0.0082 memory: 934 2022/12/04 14:08:06 - mmengine - INFO - Epoch(val) [7][1220/6282] eta: 0:03:55 time: 0.0556 data_time: 0.0073 memory: 934 2022/12/04 14:08:07 - mmengine - INFO - Epoch(val) [7][1240/6282] eta: 0:03:55 time: 0.0639 data_time: 0.0115 memory: 993 2022/12/04 14:08:08 - mmengine - INFO - Epoch(val) [7][1260/6282] eta: 0:03:55 time: 0.0602 data_time: 0.0093 memory: 993 2022/12/04 14:08:09 - mmengine - INFO - Epoch(val) [7][1280/6282] eta: 0:03:56 time: 0.0615 data_time: 0.0076 memory: 993 2022/12/04 14:08:11 - mmengine - INFO - Epoch(val) [7][1300/6282] eta: 0:03:56 time: 0.0618 data_time: 0.0103 memory: 993 2022/12/04 14:08:12 - mmengine - INFO - Epoch(val) [7][1320/6282] eta: 0:03:55 time: 0.0484 data_time: 0.0054 memory: 993 2022/12/04 14:08:13 - mmengine - INFO - Epoch(val) [7][1340/6282] eta: 0:03:54 time: 0.0462 data_time: 0.0049 memory: 993 2022/12/04 14:08:14 - mmengine - INFO - Epoch(val) 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0:03:44 time: 0.0445 data_time: 0.0041 memory: 1080 2022/12/04 14:08:22 - mmengine - INFO - Epoch(val) [7][1540/6282] eta: 0:03:43 time: 0.0506 data_time: 0.0040 memory: 1080 2022/12/04 14:08:23 - mmengine - INFO - Epoch(val) [7][1560/6282] eta: 0:03:42 time: 0.0488 data_time: 0.0031 memory: 1080 2022/12/04 14:08:24 - mmengine - INFO - Epoch(val) [7][1580/6282] eta: 0:03:42 time: 0.0505 data_time: 0.0044 memory: 1080 2022/12/04 14:08:25 - mmengine - INFO - Epoch(val) [7][1600/6282] eta: 0:03:41 time: 0.0498 data_time: 0.0030 memory: 1080 2022/12/04 14:08:26 - mmengine - INFO - Epoch(val) [7][1620/6282] eta: 0:03:40 time: 0.0488 data_time: 0.0035 memory: 1080 2022/12/04 14:08:27 - mmengine - INFO - Epoch(val) [7][1640/6282] eta: 0:03:39 time: 0.0445 data_time: 0.0046 memory: 993 2022/12/04 14:08:28 - mmengine - INFO - Epoch(val) [7][1660/6282] eta: 0:03:38 time: 0.0428 data_time: 0.0035 memory: 993 2022/12/04 14:08:28 - mmengine - INFO - Epoch(val) [7][1680/6282] eta: 0:03:37 time: 0.0438 data_time: 0.0036 memory: 993 2022/12/04 14:08:29 - mmengine - INFO - Epoch(val) [7][1700/6282] eta: 0:03:36 time: 0.0438 data_time: 0.0045 memory: 993 2022/12/04 14:08:30 - mmengine - INFO - Epoch(val) [7][1720/6282] eta: 0:03:35 time: 0.0541 data_time: 0.0061 memory: 993 2022/12/04 14:08:32 - mmengine - INFO - Epoch(val) [7][1740/6282] eta: 0:03:35 time: 0.0642 data_time: 0.0119 memory: 993 2022/12/04 14:08:33 - mmengine - INFO - Epoch(val) [7][1760/6282] eta: 0:03:35 time: 0.0586 data_time: 0.0098 memory: 993 2022/12/04 14:08:34 - mmengine - INFO - Epoch(val) [7][1780/6282] eta: 0:03:34 time: 0.0578 data_time: 0.0088 memory: 993 2022/12/04 14:08:35 - mmengine - INFO - Epoch(val) [7][1800/6282] eta: 0:03:33 time: 0.0496 data_time: 0.0065 memory: 993 2022/12/04 14:08:36 - mmengine - INFO - Epoch(val) [7][1820/6282] eta: 0:03:32 time: 0.0497 data_time: 0.0054 memory: 993 2022/12/04 14:08:37 - mmengine - INFO - Epoch(val) [7][1840/6282] eta: 0:03:31 time: 0.0484 data_time: 0.0049 memory: 993 2022/12/04 14:08:38 - mmengine - INFO - Epoch(val) [7][1860/6282] eta: 0:03:31 time: 0.0506 data_time: 0.0078 memory: 993 2022/12/04 14:08:39 - mmengine - INFO - Epoch(val) [7][1880/6282] eta: 0:03:30 time: 0.0534 data_time: 0.0076 memory: 993 2022/12/04 14:08:40 - mmengine - INFO - Epoch(val) [7][1900/6282] eta: 0:03:29 time: 0.0499 data_time: 0.0059 memory: 993 2022/12/04 14:08:41 - mmengine - INFO - Epoch(val) [7][1920/6282] eta: 0:03:28 time: 0.0489 data_time: 0.0037 memory: 993 2022/12/04 14:08:42 - mmengine - INFO - Epoch(val) [7][1940/6282] eta: 0:03:27 time: 0.0464 data_time: 0.0053 memory: 993 2022/12/04 14:08:43 - mmengine - INFO - Epoch(val) [7][1960/6282] eta: 0:03:26 time: 0.0428 data_time: 0.0052 memory: 938 2022/12/04 14:08:44 - mmengine - INFO - Epoch(val) [7][1980/6282] eta: 0:03:25 time: 0.0435 data_time: 0.0047 memory: 938 2022/12/04 14:08:45 - mmengine - INFO - Epoch(val) [7][2000/6282] eta: 0:03:24 time: 0.0440 data_time: 0.0048 memory: 938 2022/12/04 14:08:46 - mmengine - INFO - Epoch(val) [7][2020/6282] eta: 0:03:23 time: 0.0441 data_time: 0.0050 memory: 938 2022/12/04 14:08:46 - mmengine - INFO - Epoch(val) [7][2040/6282] eta: 0:03:21 time: 0.0416 data_time: 0.0047 memory: 938 2022/12/04 14:08:47 - mmengine - INFO - Epoch(val) [7][2060/6282] eta: 0:03:20 time: 0.0412 data_time: 0.0053 memory: 938 2022/12/04 14:08:48 - mmengine - INFO - Epoch(val) [7][2080/6282] eta: 0:03:19 time: 0.0435 data_time: 0.0070 memory: 938 2022/12/04 14:08:49 - mmengine - INFO - Epoch(val) [7][2100/6282] eta: 0:03:18 time: 0.0430 data_time: 0.0046 memory: 938 2022/12/04 14:08:50 - mmengine - INFO - Epoch(val) [7][2120/6282] eta: 0:03:17 time: 0.0423 data_time: 0.0058 memory: 938 2022/12/04 14:08:51 - mmengine - INFO - Epoch(val) [7][2140/6282] eta: 0:03:16 time: 0.0450 data_time: 0.0065 memory: 938 2022/12/04 14:08:52 - mmengine - INFO - Epoch(val) [7][2160/6282] eta: 0:03:15 time: 0.0432 data_time: 0.0056 memory: 934 2022/12/04 14:08:53 - mmengine - INFO - Epoch(val) [7][2180/6282] eta: 0:03:14 time: 0.0466 data_time: 0.0070 memory: 934 2022/12/04 14:08:53 - mmengine - INFO - Epoch(val) [7][2200/6282] eta: 0:03:13 time: 0.0442 data_time: 0.0068 memory: 934 2022/12/04 14:08:54 - mmengine - INFO - Epoch(val) [7][2220/6282] eta: 0:03:11 time: 0.0419 data_time: 0.0049 memory: 934 2022/12/04 14:08:55 - mmengine - INFO - Epoch(val) [7][2240/6282] eta: 0:03:10 time: 0.0417 data_time: 0.0063 memory: 934 2022/12/04 14:08:56 - mmengine - INFO - Epoch(val) [7][2260/6282] eta: 0:03:09 time: 0.0447 data_time: 0.0041 memory: 938 2022/12/04 14:08:57 - mmengine - INFO - Epoch(val) [7][2280/6282] eta: 0:03:08 time: 0.0428 data_time: 0.0047 memory: 938 2022/12/04 14:08:58 - mmengine - INFO - Epoch(val) [7][2300/6282] eta: 0:03:07 time: 0.0448 data_time: 0.0056 memory: 938 2022/12/04 14:08:59 - mmengine - INFO - Epoch(val) [7][2320/6282] eta: 0:03:06 time: 0.0452 data_time: 0.0059 memory: 938 2022/12/04 14:09:00 - mmengine - INFO - Epoch(val) 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0:02:59 time: 0.0584 data_time: 0.0081 memory: 993 2022/12/04 14:09:09 - mmengine - INFO - Epoch(val) [7][2520/6282] eta: 0:02:58 time: 0.0487 data_time: 0.0048 memory: 993 2022/12/04 14:09:10 - mmengine - INFO - Epoch(val) [7][2540/6282] eta: 0:02:57 time: 0.0450 data_time: 0.0038 memory: 993 2022/12/04 14:09:11 - mmengine - INFO - Epoch(val) [7][2560/6282] eta: 0:02:56 time: 0.0446 data_time: 0.0037 memory: 993 2022/12/04 14:09:12 - mmengine - INFO - Epoch(val) [7][2580/6282] eta: 0:02:55 time: 0.0433 data_time: 0.0033 memory: 993 2022/12/04 14:09:13 - mmengine - INFO - Epoch(val) [7][2600/6282] eta: 0:02:54 time: 0.0435 data_time: 0.0034 memory: 993 2022/12/04 14:09:13 - mmengine - INFO - Epoch(val) [7][2620/6282] eta: 0:02:53 time: 0.0455 data_time: 0.0044 memory: 993 2022/12/04 14:09:14 - mmengine - INFO - Epoch(val) [7][2640/6282] eta: 0:02:52 time: 0.0463 data_time: 0.0048 memory: 993 2022/12/04 14:09:16 - mmengine - INFO - Epoch(val) [7][2660/6282] eta: 0:02:51 time: 0.0585 data_time: 0.0068 memory: 1071 2022/12/04 14:09:17 - mmengine - INFO - Epoch(val) [7][2680/6282] eta: 0:02:50 time: 0.0560 data_time: 0.0045 memory: 1071 2022/12/04 14:09:18 - mmengine - INFO - Epoch(val) [7][2700/6282] eta: 0:02:50 time: 0.0567 data_time: 0.0060 memory: 1071 2022/12/04 14:09:19 - mmengine - INFO - Epoch(val) [7][2720/6282] eta: 0:02:49 time: 0.0534 data_time: 0.0046 memory: 1071 2022/12/04 14:09:20 - mmengine - INFO - Epoch(val) [7][2740/6282] eta: 0:02:48 time: 0.0528 data_time: 0.0064 memory: 1071 2022/12/04 14:09:21 - mmengine - INFO - Epoch(val) [7][2760/6282] eta: 0:02:47 time: 0.0424 data_time: 0.0058 memory: 938 2022/12/04 14:09:22 - mmengine - INFO - Epoch(val) [7][2780/6282] eta: 0:02:46 time: 0.0386 data_time: 0.0043 memory: 938 2022/12/04 14:09:22 - mmengine - INFO - Epoch(val) [7][2800/6282] eta: 0:02:45 time: 0.0397 data_time: 0.0048 memory: 938 2022/12/04 14:09:23 - mmengine - INFO - Epoch(val) [7][2820/6282] eta: 0:02:44 time: 0.0400 data_time: 0.0046 memory: 938 2022/12/04 14:09:24 - mmengine - INFO - Epoch(val) [7][2840/6282] eta: 0:02:42 time: 0.0413 data_time: 0.0043 memory: 938 2022/12/04 14:09:25 - mmengine - INFO - Epoch(val) [7][2860/6282] eta: 0:02:41 time: 0.0448 data_time: 0.0041 memory: 993 2022/12/04 14:09:26 - mmengine - INFO - Epoch(val) [7][2880/6282] eta: 0:02:40 time: 0.0452 data_time: 0.0045 memory: 993 2022/12/04 14:09:27 - mmengine - INFO - Epoch(val) [7][2900/6282] eta: 0:02:39 time: 0.0442 data_time: 0.0039 memory: 993 2022/12/04 14:09:28 - mmengine - INFO - Epoch(val) [7][2920/6282] eta: 0:02:38 time: 0.0397 data_time: 0.0037 memory: 993 2022/12/04 14:09:28 - mmengine - INFO - Epoch(val) [7][2940/6282] eta: 0:02:37 time: 0.0403 data_time: 0.0045 memory: 962 2022/12/04 14:09:29 - mmengine - INFO - Epoch(val) [7][2960/6282] eta: 0:02:36 time: 0.0401 data_time: 0.0043 memory: 962 2022/12/04 14:09:30 - mmengine - INFO - Epoch(val) [7][2980/6282] eta: 0:02:35 time: 0.0432 data_time: 0.0061 memory: 962 2022/12/04 14:09:31 - mmengine - INFO - Epoch(val) [7][3000/6282] eta: 0:02:34 time: 0.0440 data_time: 0.0041 memory: 962 2022/12/04 14:09:32 - mmengine - INFO - Epoch(val) [7][3020/6282] eta: 0:02:33 time: 0.0465 data_time: 0.0043 memory: 993 2022/12/04 14:09:33 - mmengine - INFO - Epoch(val) [7][3040/6282] eta: 0:02:32 time: 0.0508 data_time: 0.0080 memory: 993 2022/12/04 14:09:34 - mmengine - INFO - Epoch(val) [7][3060/6282] eta: 0:02:31 time: 0.0509 data_time: 0.0057 memory: 993 2022/12/04 14:09:35 - mmengine - INFO - Epoch(val) [7][3080/6282] eta: 0:02:30 time: 0.0471 data_time: 0.0052 memory: 993 2022/12/04 14:09:36 - mmengine - INFO - Epoch(val) [7][3100/6282] eta: 0:02:29 time: 0.0472 data_time: 0.0057 memory: 993 2022/12/04 14:09:37 - mmengine - INFO - Epoch(val) [7][3120/6282] eta: 0:02:28 time: 0.0405 data_time: 0.0054 memory: 938 2022/12/04 14:09:37 - mmengine - INFO - Epoch(val) [7][3140/6282] eta: 0:02:27 time: 0.0413 data_time: 0.0048 memory: 938 2022/12/04 14:09:38 - mmengine - INFO - Epoch(val) [7][3160/6282] eta: 0:02:26 time: 0.0406 data_time: 0.0049 memory: 938 2022/12/04 14:09:39 - mmengine - INFO - Epoch(val) [7][3180/6282] eta: 0:02:25 time: 0.0386 data_time: 0.0048 memory: 938 2022/12/04 14:09:40 - mmengine - INFO - Epoch(val) [7][3200/6282] eta: 0:02:24 time: 0.0424 data_time: 0.0042 memory: 993 2022/12/04 14:09:41 - mmengine - INFO - Epoch(val) [7][3220/6282] eta: 0:02:23 time: 0.0443 data_time: 0.0036 memory: 993 2022/12/04 14:09:42 - mmengine - INFO - Epoch(val) [7][3240/6282] eta: 0:02:22 time: 0.0442 data_time: 0.0041 memory: 993 2022/12/04 14:09:43 - mmengine - INFO - Epoch(val) [7][3260/6282] eta: 0:02:21 time: 0.0461 data_time: 0.0049 memory: 993 2022/12/04 14:09:44 - mmengine - INFO - Epoch(val) [7][3280/6282] eta: 0:02:20 time: 0.0473 data_time: 0.0050 memory: 993 2022/12/04 14:09:45 - mmengine - INFO - Epoch(val) [7][3300/6282] eta: 0:02:19 time: 0.0492 data_time: 0.0048 memory: 993 2022/12/04 14:09:46 - mmengine - INFO - Epoch(val) [7][3320/6282] eta: 0:02:18 time: 0.0485 data_time: 0.0059 memory: 993 2022/12/04 14:09:46 - mmengine - INFO - Epoch(val) [7][3340/6282] eta: 0:02:18 time: 0.0449 data_time: 0.0043 memory: 993 2022/12/04 14:09:47 - mmengine - INFO - Epoch(val) [7][3360/6282] eta: 0:02:17 time: 0.0469 data_time: 0.0045 memory: 993 2022/12/04 14:09:48 - mmengine - INFO - Epoch(val) [7][3380/6282] eta: 0:02:16 time: 0.0459 data_time: 0.0042 memory: 993 2022/12/04 14:09:49 - mmengine - INFO - Epoch(val) [7][3400/6282] eta: 0:02:15 time: 0.0417 data_time: 0.0051 memory: 934 2022/12/04 14:09:50 - mmengine - INFO - Epoch(val) [7][3420/6282] eta: 0:02:14 time: 0.0428 data_time: 0.0054 memory: 934 2022/12/04 14:09:51 - mmengine - INFO - Epoch(val) [7][3440/6282] eta: 0:02:13 time: 0.0430 data_time: 0.0065 memory: 934 2022/12/04 14:09:52 - mmengine - INFO - Epoch(val) [7][3460/6282] eta: 0:02:12 time: 0.0418 data_time: 0.0055 memory: 934 2022/12/04 14:09:53 - mmengine - INFO - Epoch(val) [7][3480/6282] eta: 0:02:11 time: 0.0401 data_time: 0.0059 memory: 934 2022/12/04 14:09:53 - mmengine - INFO - Epoch(val) [7][3500/6282] eta: 0:02:09 time: 0.0402 data_time: 0.0041 memory: 934 2022/12/04 14:09:54 - mmengine - INFO - Epoch(val) [7][3520/6282] eta: 0:02:08 time: 0.0417 data_time: 0.0043 memory: 934 2022/12/04 14:09:55 - mmengine - INFO - Epoch(val) [7][3540/6282] eta: 0:02:07 time: 0.0415 data_time: 0.0053 memory: 934 2022/12/04 14:09:56 - mmengine - INFO - Epoch(val) [7][3560/6282] eta: 0:02:07 time: 0.0459 data_time: 0.0063 memory: 934 2022/12/04 14:09:57 - mmengine - INFO - Epoch(val) [7][3580/6282] eta: 0:02:06 time: 0.0435 data_time: 0.0044 memory: 976 2022/12/04 14:09:58 - mmengine - INFO - Epoch(val) [7][3600/6282] eta: 0:02:05 time: 0.0439 data_time: 0.0053 memory: 976 2022/12/04 14:09:59 - mmengine - INFO - Epoch(val) [7][3620/6282] eta: 0:02:04 time: 0.0445 data_time: 0.0056 memory: 976 2022/12/04 14:10:00 - mmengine - INFO - Epoch(val) [7][3640/6282] eta: 0:02:03 time: 0.0462 data_time: 0.0051 memory: 976 2022/12/04 14:10:00 - mmengine - INFO - Epoch(val) [7][3660/6282] eta: 0:02:02 time: 0.0454 data_time: 0.0059 memory: 976 2022/12/04 14:10:01 - mmengine - INFO - Epoch(val) [7][3680/6282] eta: 0:02:01 time: 0.0483 data_time: 0.0062 memory: 993 2022/12/04 14:10:02 - mmengine - INFO - Epoch(val) [7][3700/6282] eta: 0:02:00 time: 0.0515 data_time: 0.0048 memory: 993 2022/12/04 14:10:03 - mmengine - INFO - Epoch(val) [7][3720/6282] eta: 0:01:59 time: 0.0487 data_time: 0.0055 memory: 993 2022/12/04 14:10:04 - mmengine - INFO - Epoch(val) [7][3740/6282] eta: 0:01:58 time: 0.0497 data_time: 0.0052 memory: 993 2022/12/04 14:10:05 - mmengine - INFO - Epoch(val) [7][3760/6282] eta: 0:01:57 time: 0.0487 data_time: 0.0056 memory: 993 2022/12/04 14:10:06 - mmengine - INFO - Epoch(val) [7][3780/6282] eta: 0:01:56 time: 0.0486 data_time: 0.0054 memory: 993 2022/12/04 14:10:07 - mmengine - INFO - Epoch(val) [7][3800/6282] eta: 0:01:55 time: 0.0475 data_time: 0.0052 memory: 993 2022/12/04 14:10:08 - mmengine - INFO - Epoch(val) [7][3820/6282] eta: 0:01:54 time: 0.0486 data_time: 0.0046 memory: 993 2022/12/04 14:10:09 - mmengine - INFO - Epoch(val) [7][3840/6282] eta: 0:01:54 time: 0.0456 data_time: 0.0037 memory: 993 2022/12/04 14:10:10 - mmengine - INFO - Epoch(val) [7][3860/6282] eta: 0:01:53 time: 0.0460 data_time: 0.0037 memory: 993 2022/12/04 14:10:11 - mmengine - INFO - Epoch(val) [7][3880/6282] eta: 0:01:52 time: 0.0451 data_time: 0.0048 memory: 993 2022/12/04 14:10:12 - mmengine - INFO - Epoch(val) [7][3900/6282] eta: 0:01:51 time: 0.0450 data_time: 0.0036 memory: 993 2022/12/04 14:10:13 - mmengine - INFO - Epoch(val) [7][3920/6282] eta: 0:01:50 time: 0.0436 data_time: 0.0029 memory: 993 2022/12/04 14:10:14 - mmengine - INFO - Epoch(val) [7][3940/6282] eta: 0:01:49 time: 0.0418 data_time: 0.0036 memory: 993 2022/12/04 14:10:15 - mmengine - INFO - Epoch(val) [7][3960/6282] eta: 0:01:48 time: 0.0418 data_time: 0.0031 memory: 993 2022/12/04 14:10:15 - mmengine - INFO - Epoch(val) [7][3980/6282] eta: 0:01:47 time: 0.0408 data_time: 0.0029 memory: 993 2022/12/04 14:10:16 - mmengine - INFO - Epoch(val) [7][4000/6282] eta: 0:01:46 time: 0.0406 data_time: 0.0033 memory: 993 2022/12/04 14:10:17 - mmengine - INFO - Epoch(val) [7][4020/6282] eta: 0:01:45 time: 0.0411 data_time: 0.0025 memory: 993 2022/12/04 14:10:18 - mmengine - INFO - Epoch(val) [7][4040/6282] eta: 0:01:44 time: 0.0459 data_time: 0.0041 memory: 1071 2022/12/04 14:10:19 - mmengine - INFO - Epoch(val) [7][4060/6282] eta: 0:01:43 time: 0.0550 data_time: 0.0058 memory: 1071 2022/12/04 14:10:20 - mmengine - INFO - Epoch(val) [7][4080/6282] eta: 0:01:42 time: 0.0548 data_time: 0.0053 memory: 1071 2022/12/04 14:10:21 - mmengine - INFO - Epoch(val) [7][4100/6282] eta: 0:01:41 time: 0.0550 data_time: 0.0043 memory: 1071 2022/12/04 14:10:22 - mmengine - INFO - Epoch(val) [7][4120/6282] eta: 0:01:40 time: 0.0564 data_time: 0.0065 memory: 1071 2022/12/04 14:10:23 - mmengine 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memory: 959 2022/12/04 14:10:52 - mmengine - INFO - Epoch(val) [7][4800/6282] eta: 0:01:08 time: 0.0428 data_time: 0.0056 memory: 959 2022/12/04 14:10:53 - mmengine - INFO - Epoch(val) [7][4820/6282] eta: 0:01:07 time: 0.0416 data_time: 0.0041 memory: 993 2022/12/04 14:10:53 - mmengine - INFO - Epoch(val) [7][4840/6282] eta: 0:01:06 time: 0.0437 data_time: 0.0047 memory: 993 2022/12/04 14:10:54 - mmengine - INFO - Epoch(val) [7][4860/6282] eta: 0:01:05 time: 0.0454 data_time: 0.0043 memory: 993 2022/12/04 14:10:55 - mmengine - INFO - Epoch(val) [7][4880/6282] eta: 0:01:04 time: 0.0447 data_time: 0.0049 memory: 993 2022/12/04 14:10:56 - mmengine - INFO - Epoch(val) [7][4900/6282] eta: 0:01:03 time: 0.0439 data_time: 0.0031 memory: 993 2022/12/04 14:10:57 - mmengine - INFO - Epoch(val) [7][4920/6282] eta: 0:01:02 time: 0.0464 data_time: 0.0058 memory: 996 2022/12/04 14:10:58 - mmengine - INFO - Epoch(val) [7][4940/6282] eta: 0:01:01 time: 0.0508 data_time: 0.0049 memory: 996 2022/12/04 14:10:59 - mmengine - INFO - Epoch(val) [7][4960/6282] eta: 0:01:00 time: 0.0486 data_time: 0.0056 memory: 996 2022/12/04 14:11:00 - mmengine - INFO - Epoch(val) [7][4980/6282] eta: 0:01:00 time: 0.0474 data_time: 0.0055 memory: 996 2022/12/04 14:11:01 - mmengine - INFO - Epoch(val) [7][5000/6282] eta: 0:00:59 time: 0.0473 data_time: 0.0044 memory: 996 2022/12/04 14:11:02 - mmengine - INFO - Epoch(val) [7][5020/6282] eta: 0:00:58 time: 0.0469 data_time: 0.0042 memory: 996 2022/12/04 14:11:03 - mmengine - INFO - Epoch(val) [7][5040/6282] eta: 0:00:57 time: 0.0418 data_time: 0.0046 memory: 938 2022/12/04 14:11:04 - mmengine - INFO - Epoch(val) [7][5060/6282] eta: 0:00:56 time: 0.0432 data_time: 0.0065 memory: 938 2022/12/04 14:11:05 - mmengine - INFO - Epoch(val) [7][5080/6282] eta: 0:00:55 time: 0.0430 data_time: 0.0052 memory: 938 2022/12/04 14:11:05 - mmengine - INFO - Epoch(val) [7][5100/6282] eta: 0:00:54 time: 0.0459 data_time: 0.0043 memory: 938 2022/12/04 14:11:06 - mmengine - INFO - Epoch(val) [7][5120/6282] eta: 0:00:53 time: 0.0440 data_time: 0.0049 memory: 938 2022/12/04 14:11:07 - mmengine - INFO - Epoch(val) [7][5140/6282] eta: 0:00:52 time: 0.0443 data_time: 0.0062 memory: 934 2022/12/04 14:11:08 - mmengine - INFO - Epoch(val) [7][5160/6282] eta: 0:00:51 time: 0.0439 data_time: 0.0070 memory: 934 2022/12/04 14:11:09 - mmengine - INFO - Epoch(val) [7][5180/6282] eta: 0:00:50 time: 0.0414 data_time: 0.0060 memory: 934 2022/12/04 14:11:10 - mmengine - INFO - Epoch(val) [7][5200/6282] eta: 0:00:49 time: 0.0421 data_time: 0.0041 memory: 934 2022/12/04 14:11:11 - mmengine - INFO - Epoch(val) [7][5220/6282] eta: 0:00:48 time: 0.0432 data_time: 0.0046 memory: 934 2022/12/04 14:11:12 - mmengine - INFO - Epoch(val) [7][5240/6282] eta: 0:00:47 time: 0.0438 data_time: 0.0042 memory: 933 2022/12/04 14:11:12 - mmengine - INFO - Epoch(val) [7][5260/6282] eta: 0:00:47 time: 0.0437 data_time: 0.0059 memory: 933 2022/12/04 14:11:13 - mmengine - INFO - Epoch(val) 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data_time: 0.0062 memory: 955 2022/12/04 14:11:28 - mmengine - INFO - Epoch(val) [7][5620/6282] eta: 0:00:30 time: 0.0404 data_time: 0.0044 memory: 955 2022/12/04 14:11:29 - mmengine - INFO - Epoch(val) [7][5640/6282] eta: 0:00:29 time: 0.0429 data_time: 0.0053 memory: 934 2022/12/04 14:11:30 - mmengine - INFO - Epoch(val) [7][5660/6282] eta: 0:00:28 time: 0.0397 data_time: 0.0045 memory: 934 2022/12/04 14:11:30 - mmengine - INFO - Epoch(val) [7][5680/6282] eta: 0:00:27 time: 0.0411 data_time: 0.0054 memory: 934 2022/12/04 14:11:31 - mmengine - INFO - Epoch(val) [7][5700/6282] eta: 0:00:26 time: 0.0432 data_time: 0.0046 memory: 934 2022/12/04 14:11:32 - mmengine - INFO - Epoch(val) [7][5720/6282] eta: 0:00:25 time: 0.0442 data_time: 0.0056 memory: 968 2022/12/04 14:11:33 - mmengine - INFO - Epoch(val) [7][5740/6282] eta: 0:00:24 time: 0.0454 data_time: 0.0051 memory: 968 2022/12/04 14:11:34 - mmengine - INFO - Epoch(val) [7][5760/6282] eta: 0:00:23 time: 0.0476 data_time: 0.0066 memory: 968 2022/12/04 14:11:35 - mmengine - INFO - Epoch(val) [7][5780/6282] eta: 0:00:22 time: 0.0468 data_time: 0.0062 memory: 968 2022/12/04 14:11:36 - mmengine - INFO - Epoch(val) [7][5800/6282] eta: 0:00:22 time: 0.0468 data_time: 0.0058 memory: 968 2022/12/04 14:11:37 - mmengine - INFO - Epoch(val) [7][5820/6282] eta: 0:00:21 time: 0.0445 data_time: 0.0043 memory: 968 2022/12/04 14:11:38 - mmengine - INFO - Epoch(val) [7][5840/6282] eta: 0:00:20 time: 0.0428 data_time: 0.0039 memory: 955 2022/12/04 14:11:39 - mmengine - INFO - Epoch(val) [7][5860/6282] eta: 0:00:19 time: 0.0436 data_time: 0.0048 memory: 955 2022/12/04 14:11:40 - mmengine - INFO - Epoch(val) [7][5880/6282] eta: 0:00:18 time: 0.0433 data_time: 0.0055 memory: 955 2022/12/04 14:11:40 - mmengine - INFO - Epoch(val) [7][5900/6282] eta: 0:00:17 time: 0.0413 data_time: 0.0037 memory: 955 2022/12/04 14:11:41 - mmengine - INFO - Epoch(val) [7][5920/6282] eta: 0:00:16 time: 0.0400 data_time: 0.0042 memory: 955 2022/12/04 14:11:42 - mmengine - INFO - Epoch(val) [7][5940/6282] eta: 0:00:15 time: 0.0405 data_time: 0.0036 memory: 934 2022/12/04 14:11:43 - mmengine - INFO - Epoch(val) [7][5960/6282] eta: 0:00:14 time: 0.0436 data_time: 0.0068 memory: 934 2022/12/04 14:11:44 - mmengine - INFO - Epoch(val) [7][5980/6282] eta: 0:00:13 time: 0.0435 data_time: 0.0056 memory: 934 2022/12/04 14:11:45 - mmengine - INFO - Epoch(val) [7][6000/6282] eta: 0:00:12 time: 0.0454 data_time: 0.0038 memory: 993 2022/12/04 14:11:46 - mmengine - INFO - Epoch(val) [7][6020/6282] eta: 0:00:11 time: 0.0498 data_time: 0.0056 memory: 993 2022/12/04 14:11:47 - mmengine - INFO - Epoch(val) [7][6040/6282] eta: 0:00:11 time: 0.0494 data_time: 0.0057 memory: 993 2022/12/04 14:11:48 - mmengine - INFO - Epoch(val) [7][6060/6282] eta: 0:00:10 time: 0.0459 data_time: 0.0045 memory: 993 2022/12/04 14:11:49 - mmengine - INFO - Epoch(val) [7][6080/6282] eta: 0:00:09 time: 0.0465 data_time: 0.0052 memory: 993 2022/12/04 14:11:49 - mmengine - INFO - Epoch(val) [7][6100/6282] eta: 0:00:08 time: 0.0465 data_time: 0.0044 memory: 993 2022/12/04 14:11:50 - mmengine - INFO - Epoch(val) [7][6120/6282] eta: 0:00:07 time: 0.0451 data_time: 0.0037 memory: 993 2022/12/04 14:11:51 - mmengine - INFO - Epoch(val) [7][6140/6282] eta: 0:00:06 time: 0.0449 data_time: 0.0029 memory: 993 2022/12/04 14:11:52 - mmengine - INFO - Epoch(val) [7][6160/6282] eta: 0:00:05 time: 0.0443 data_time: 0.0036 memory: 993 2022/12/04 14:11:53 - mmengine - INFO - Epoch(val) [7][6180/6282] eta: 0:00:04 time: 0.0367 data_time: 0.0022 memory: 993 2022/12/04 14:11:54 - mmengine - INFO - Epoch(val) [7][6200/6282] eta: 0:00:03 time: 0.0327 data_time: 0.0015 memory: 993 2022/12/04 14:11:54 - mmengine - INFO - Epoch(val) [7][6220/6282] eta: 0:00:02 time: 0.0327 data_time: 0.0015 memory: 993 2022/12/04 14:11:55 - mmengine - INFO - Epoch(val) [7][6240/6282] eta: 0:00:01 time: 0.0325 data_time: 0.0015 memory: 993 2022/12/04 14:11:56 - mmengine - INFO - Epoch(val) [7][6260/6282] eta: 0:00:01 time: 0.0327 data_time: 0.0015 memory: 993 2022/12/04 14:11:56 - mmengine - INFO - Epoch(val) [7][6280/6282] eta: 0:00:00 time: 0.0328 data_time: 0.0015 memory: 993 2022/12/04 14:17:16 - mmengine - INFO - Epoch(val) [7][6282/6282] mAP/mAP@0.5IOU: 0.3021 2022/12/04 14:17:16 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/hukai/mmaction2/work_dirs/slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb/best_mAP/mAP@0.5IOU_epoch_6.pth is removed 2022/12/04 14:17:18 - mmengine - INFO - The best checkpoint with 0.3021 mAP/mAP@0.5IOU at 7 epoch is saved to best_mAP/mAP@0.5IOU_epoch_7.pth. 2022/12/04 14:17:25 - mmengine - INFO - Epoch(train) [8][ 20/4451] lr: 3.0788e-02 eta: 1:12:33 time: 0.3427 data_time: 0.0296 memory: 8783 grad_norm: 0.1091 loss: 0.0180 recall@thr=0.5: 0.5500 prec@thr=0.5: 0.6875 recall@top3: 0.8333 prec@top3: 0.6500 recall@top5: 1.0000 prec@top5: 0.4600 loss_action_cls: 0.0180 2022/12/04 14:17:32 - mmengine - INFO - Epoch(train) [8][ 40/4451] lr: 3.0707e-02 eta: 1:12:26 time: 0.3271 data_time: 0.0103 memory: 8771 grad_norm: 0.1145 loss: 0.0174 recall@thr=0.5: 0.9475 prec@thr=0.5: 0.8833 recall@top3: 0.9350 prec@top3: 0.8167 recall@top5: 0.9600 prec@top5: 0.5100 loss_action_cls: 0.0174 2022/12/04 14:17:38 - mmengine - INFO - Epoch(train) [8][ 60/4451] lr: 3.0626e-02 eta: 1:12:20 time: 0.3270 data_time: 0.0102 memory: 8770 grad_norm: 0.1111 loss: 0.0159 recall@thr=0.5: 0.8039 prec@thr=0.5: 0.7255 recall@top3: 0.8529 prec@top3: 0.5882 recall@top5: 0.9412 prec@top5: 0.3882 loss_action_cls: 0.0159 2022/12/04 14:17:45 - mmengine - INFO - Epoch(train) [8][ 80/4451] lr: 3.0544e-02 eta: 1:12:13 time: 0.3273 data_time: 0.0100 memory: 8783 grad_norm: 0.1109 loss: 0.0166 recall@thr=0.5: 0.6738 prec@thr=0.5: 0.8571 recall@top3: 0.7643 prec@top3: 0.5952 recall@top5: 0.9357 prec@top5: 0.4571 loss_action_cls: 0.0166 2022/12/04 14:17:51 - mmengine - INFO - Epoch(train) [8][ 100/4451] lr: 3.0463e-02 eta: 1:12:07 time: 0.3267 data_time: 0.0100 memory: 8770 grad_norm: 0.1143 loss: 0.0166 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.8437 recall@top3: 0.7760 prec@top3: 0.6875 recall@top5: 0.9375 prec@top5: 0.5125 loss_action_cls: 0.0166 2022/12/04 14:17:58 - mmengine - INFO - Epoch(train) [8][ 120/4451] lr: 3.0382e-02 eta: 1:12:00 time: 0.3287 data_time: 0.0107 memory: 8771 grad_norm: 0.1150 loss: 0.0180 recall@thr=0.5: 0.6763 prec@thr=0.5: 0.7885 recall@top3: 0.7628 prec@top3: 0.6026 recall@top5: 0.8750 prec@top5: 0.4231 loss_action_cls: 0.0180 2022/12/04 14:18:05 - mmengine - INFO - Epoch(train) [8][ 140/4451] lr: 3.0301e-02 eta: 1:11:54 time: 0.3266 data_time: 0.0105 memory: 8780 grad_norm: 0.1112 loss: 0.0166 recall@thr=0.5: 0.7111 prec@thr=0.5: 0.9111 recall@top3: 0.8667 prec@top3: 0.7333 recall@top5: 0.9667 prec@top5: 0.5067 loss_action_cls: 0.0166 2022/12/04 14:18:11 - mmengine - INFO - Epoch(train) [8][ 160/4451] lr: 3.0220e-02 eta: 1:11:47 time: 0.3281 data_time: 0.0111 memory: 8774 grad_norm: 0.1140 loss: 0.0180 recall@thr=0.5: 0.6317 prec@thr=0.5: 0.7222 recall@top3: 0.6833 prec@top3: 0.6190 recall@top5: 0.8127 prec@top5: 0.4762 loss_action_cls: 0.0180 2022/12/04 14:18:18 - mmengine - INFO - Epoch(train) [8][ 180/4451] lr: 3.0139e-02 eta: 1:11:41 time: 0.3268 data_time: 0.0096 memory: 8771 grad_norm: 0.1145 loss: 0.0164 recall@thr=0.5: 0.9113 prec@thr=0.5: 0.9247 recall@top3: 0.9516 prec@top3: 0.8172 recall@top5: 1.0000 prec@top5: 0.5290 loss_action_cls: 0.0164 2022/12/04 14:18:24 - mmengine - INFO - Epoch(train) [8][ 200/4451] lr: 3.0058e-02 eta: 1:11:34 time: 0.3263 data_time: 0.0113 memory: 8770 grad_norm: 0.1111 loss: 0.0169 recall@thr=0.5: 0.6204 prec@thr=0.5: 0.7037 recall@top3: 0.8056 prec@top3: 0.7037 recall@top5: 0.9722 prec@top5: 0.5222 loss_action_cls: 0.0169 2022/12/04 14:18:31 - mmengine - INFO - Epoch(train) [8][ 220/4451] lr: 2.9977e-02 eta: 1:11:28 time: 0.3283 data_time: 0.0105 memory: 8783 grad_norm: 0.1108 loss: 0.0162 recall@thr=0.5: 0.7569 prec@thr=0.5: 0.8472 recall@top3: 0.8542 prec@top3: 0.6389 recall@top5: 1.0000 prec@top5: 0.4750 loss_action_cls: 0.0162 2022/12/04 14:18:37 - mmengine - INFO - Epoch(train) [8][ 240/4451] lr: 2.9896e-02 eta: 1:11:21 time: 0.3258 data_time: 0.0104 memory: 8770 grad_norm: 0.1214 loss: 0.0179 recall@thr=0.5: 0.5667 prec@thr=0.5: 0.5778 recall@top3: 0.7556 prec@top3: 0.4444 recall@top5: 0.9444 prec@top5: 0.3467 loss_action_cls: 0.0179 2022/12/04 14:18:44 - mmengine - INFO - Epoch(train) [8][ 260/4451] lr: 2.9815e-02 eta: 1:11:14 time: 0.3259 data_time: 0.0101 memory: 8770 grad_norm: 0.1148 loss: 0.0162 recall@thr=0.5: 0.7798 prec@thr=0.5: 0.6905 recall@top3: 0.8036 prec@top3: 0.6190 recall@top5: 0.9554 prec@top5: 0.4500 loss_action_cls: 0.0162 2022/12/04 14:18:50 - mmengine - INFO - Epoch(train) [8][ 280/4451] lr: 2.9735e-02 eta: 1:11:08 time: 0.3264 data_time: 0.0098 memory: 8793 grad_norm: 0.1181 loss: 0.0191 recall@thr=0.5: 0.7885 prec@thr=0.5: 0.7885 recall@top3: 0.8750 prec@top3: 0.7436 recall@top5: 0.9423 prec@top5: 0.5000 loss_action_cls: 0.0191 2022/12/04 14:18:57 - mmengine - INFO - Epoch(train) [8][ 300/4451] lr: 2.9654e-02 eta: 1:11:01 time: 0.3262 data_time: 0.0103 memory: 8799 grad_norm: 0.1157 loss: 0.0159 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8526 recall@top3: 0.8308 prec@top3: 0.7692 recall@top5: 0.9282 prec@top5: 0.5385 loss_action_cls: 0.0159 2022/12/04 14:19:03 - mmengine - INFO - Epoch(train) [8][ 320/4451] lr: 2.9573e-02 eta: 1:10:55 time: 0.3263 data_time: 0.0103 memory: 8780 grad_norm: 0.1140 loss: 0.0166 recall@thr=0.5: 0.5245 prec@thr=0.5: 0.6176 recall@top3: 0.7696 prec@top3: 0.6078 recall@top5: 0.9706 prec@top5: 0.4824 loss_action_cls: 0.0166 2022/12/04 14:19:10 - mmengine - INFO - Epoch(train) [8][ 340/4451] lr: 2.9493e-02 eta: 1:10:48 time: 0.3273 data_time: 0.0103 memory: 8771 grad_norm: 0.1149 loss: 0.0180 recall@thr=0.5: 0.8333 prec@thr=0.5: 1.0000 recall@top3: 0.9737 prec@top3: 0.5088 recall@top5: 1.0000 prec@top5: 0.3158 loss_action_cls: 0.0180 2022/12/04 14:19:16 - mmengine - INFO - Epoch(train) [8][ 360/4451] lr: 2.9413e-02 eta: 1:10:42 time: 0.3274 data_time: 0.0103 memory: 8790 grad_norm: 0.1108 loss: 0.0159 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7407 recall@top3: 0.9444 prec@top3: 0.6481 recall@top5: 0.9815 prec@top5: 0.4111 loss_action_cls: 0.0159 2022/12/04 14:19:23 - mmengine - INFO - Epoch(train) [8][ 380/4451] lr: 2.9332e-02 eta: 1:10:35 time: 0.3274 data_time: 0.0106 memory: 8770 grad_norm: 0.1134 loss: 0.0174 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.9479 recall@top3: 0.8958 prec@top3: 0.6042 recall@top5: 0.9583 prec@top5: 0.4000 loss_action_cls: 0.0174 2022/12/04 14:19:30 - mmengine - INFO - Epoch(train) [8][ 400/4451] lr: 2.9252e-02 eta: 1:10:29 time: 0.3274 data_time: 0.0102 memory: 8783 grad_norm: 0.1120 loss: 0.0170 recall@thr=0.5: 0.7157 prec@thr=0.5: 0.7843 recall@top3: 0.7745 prec@top3: 0.5686 recall@top5: 0.8529 prec@top5: 0.3765 loss_action_cls: 0.0170 2022/12/04 14:19:36 - mmengine - INFO - Epoch(train) [8][ 420/4451] lr: 2.9172e-02 eta: 1:10:22 time: 0.3278 data_time: 0.0101 memory: 8796 grad_norm: 0.1145 loss: 0.0184 recall@thr=0.5: 0.6228 prec@thr=0.5: 0.8421 recall@top3: 0.8158 prec@top3: 0.7018 recall@top5: 0.8728 prec@top5: 0.4526 loss_action_cls: 0.0184 2022/12/04 14:19:43 - mmengine - INFO - Epoch(train) [8][ 440/4451] lr: 2.9091e-02 eta: 1:10:16 time: 0.3272 data_time: 0.0103 memory: 8770 grad_norm: 0.1172 loss: 0.0170 recall@thr=0.5: 0.7637 prec@thr=0.5: 0.9020 recall@top3: 0.8049 prec@top3: 0.6863 recall@top5: 0.9343 prec@top5: 0.4824 loss_action_cls: 0.0170 2022/12/04 14:19:49 - mmengine - INFO - Epoch(train) [8][ 460/4451] lr: 2.9011e-02 eta: 1:10:09 time: 0.3255 data_time: 0.0098 memory: 8770 grad_norm: 0.1125 loss: 0.0172 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.7125 recall@top3: 0.7875 prec@top3: 0.5500 recall@top5: 0.8417 prec@top5: 0.3600 loss_action_cls: 0.0172 2022/12/04 14:19:56 - mmengine - INFO - Epoch(train) [8][ 480/4451] lr: 2.8931e-02 eta: 1:10:03 time: 0.3269 data_time: 0.0114 memory: 8770 grad_norm: 0.1120 loss: 0.0173 recall@thr=0.5: 0.5471 prec@thr=0.5: 0.7355 recall@top3: 0.7283 prec@top3: 0.5797 recall@top5: 0.8514 prec@top5: 0.4174 loss_action_cls: 0.0173 2022/12/04 14:20:02 - mmengine - INFO - Epoch(train) [8][ 500/4451] lr: 2.8851e-02 eta: 1:09:56 time: 0.3273 data_time: 0.0104 memory: 8793 grad_norm: 0.1136 loss: 0.0179 recall@thr=0.5: 0.6894 prec@thr=0.5: 0.7778 recall@top3: 0.8232 prec@top3: 0.6061 recall@top5: 0.8813 prec@top5: 0.4061 loss_action_cls: 0.0179 2022/12/04 14:20:09 - mmengine - INFO - Epoch(train) [8][ 520/4451] lr: 2.8771e-02 eta: 1:09:50 time: 0.3267 data_time: 0.0102 memory: 8774 grad_norm: 0.1137 loss: 0.0165 recall@thr=0.5: 0.8553 prec@thr=0.5: 1.0000 recall@top3: 0.9298 prec@top3: 0.7895 recall@top5: 0.9561 prec@top5: 0.4947 loss_action_cls: 0.0165 2022/12/04 14:20:15 - mmengine - INFO - Epoch(train) [8][ 540/4451] lr: 2.8692e-02 eta: 1:09:43 time: 0.3274 data_time: 0.0100 memory: 8780 grad_norm: 0.1164 loss: 0.0173 recall@thr=0.5: 0.7549 prec@thr=0.5: 0.7059 recall@top3: 0.8922 prec@top3: 0.5490 recall@top5: 0.9706 prec@top5: 0.3765 loss_action_cls: 0.0173 2022/12/04 14:20:22 - mmengine - INFO - Epoch(train) [8][ 560/4451] lr: 2.8612e-02 eta: 1:09:37 time: 0.3264 data_time: 0.0098 memory: 8770 grad_norm: 0.1198 loss: 0.0178 recall@thr=0.5: 0.7564 prec@thr=0.5: 0.8397 recall@top3: 0.9231 prec@top3: 0.8333 recall@top5: 1.0000 prec@top5: 0.5462 loss_action_cls: 0.0178 2022/12/04 14:20:28 - mmengine - INFO - Epoch(train) [8][ 580/4451] lr: 2.8532e-02 eta: 1:09:30 time: 0.3274 data_time: 0.0098 memory: 8770 grad_norm: 0.1118 loss: 0.0153 recall@thr=0.5: 0.4135 prec@thr=0.5: 0.5192 recall@top3: 0.6410 prec@top3: 0.4359 recall@top5: 0.9295 prec@top5: 0.3923 loss_action_cls: 0.0153 2022/12/04 14:20:35 - mmengine - INFO - Epoch(train) [8][ 600/4451] lr: 2.8452e-02 eta: 1:09:24 time: 0.3268 data_time: 0.0099 memory: 8783 grad_norm: 0.1143 loss: 0.0174 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.8846 recall@top3: 0.8077 prec@top3: 0.5641 recall@top5: 0.8077 prec@top5: 0.3385 loss_action_cls: 0.0174 2022/12/04 14:20:41 - mmengine - INFO - Epoch(train) [8][ 620/4451] lr: 2.8373e-02 eta: 1:09:17 time: 0.3261 data_time: 0.0097 memory: 8770 grad_norm: 0.1166 loss: 0.0157 recall@thr=0.5: 0.6984 prec@thr=0.5: 0.6905 recall@top3: 0.7937 prec@top3: 0.5556 recall@top5: 0.9127 prec@top5: 0.3810 loss_action_cls: 0.0157 2022/12/04 14:20:48 - mmengine - INFO - Epoch(train) [8][ 640/4451] lr: 2.8293e-02 eta: 1:09:10 time: 0.3271 data_time: 0.0107 memory: 8777 grad_norm: 0.1172 loss: 0.0180 recall@thr=0.5: 0.4954 prec@thr=0.5: 0.6167 recall@top3: 0.7222 prec@top3: 0.4630 recall@top5: 0.9398 prec@top5: 0.4111 loss_action_cls: 0.0180 2022/12/04 14:20:55 - mmengine - INFO - Epoch(train) [8][ 660/4451] lr: 2.8214e-02 eta: 1:09:04 time: 0.3277 data_time: 0.0097 memory: 8777 grad_norm: 0.1073 loss: 0.0167 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8646 recall@top3: 0.9028 prec@top3: 0.5556 recall@top5: 1.0000 prec@top5: 0.3833 loss_action_cls: 0.0167 2022/12/04 14:21:01 - mmengine - INFO - Epoch(train) [8][ 680/4451] lr: 2.8134e-02 eta: 1:08:57 time: 0.3284 data_time: 0.0099 memory: 8786 grad_norm: 0.1121 loss: 0.0181 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.9821 recall@top3: 0.9643 prec@top3: 0.7857 recall@top5: 1.0000 prec@top5: 0.5000 loss_action_cls: 0.0181 2022/12/04 14:21:08 - mmengine - INFO - Epoch(train) [8][ 700/4451] lr: 2.8055e-02 eta: 1:08:51 time: 0.3274 data_time: 0.0125 memory: 8770 grad_norm: 0.1196 loss: 0.0172 recall@thr=0.5: 0.6974 prec@thr=0.5: 0.8684 recall@top3: 0.9167 prec@top3: 0.6316 recall@top5: 0.9518 prec@top5: 0.4000 loss_action_cls: 0.0172 2022/12/04 14:21:14 - mmengine - INFO - Epoch(train) [8][ 720/4451] lr: 2.7976e-02 eta: 1:08:44 time: 0.3257 data_time: 0.0097 memory: 8770 grad_norm: 0.1218 loss: 0.0172 recall@thr=0.5: 0.7135 prec@thr=0.5: 0.7187 recall@top3: 0.7917 prec@top3: 0.6875 recall@top5: 0.9531 prec@top5: 0.4625 loss_action_cls: 0.0172 2022/12/04 14:21:21 - mmengine - INFO - Epoch(train) [8][ 740/4451] lr: 2.7897e-02 eta: 1:08:38 time: 0.3272 data_time: 0.0094 memory: 8774 grad_norm: 0.1196 loss: 0.0163 recall@thr=0.5: 0.9000 prec@thr=0.5: 0.7556 recall@top3: 0.9000 prec@top3: 0.5111 recall@top5: 0.9778 prec@top5: 0.3467 loss_action_cls: 0.0163 2022/12/04 14:21:27 - mmengine - INFO - Epoch(train) [8][ 760/4451] lr: 2.7818e-02 eta: 1:08:31 time: 0.3263 data_time: 0.0105 memory: 8786 grad_norm: 0.1201 loss: 0.0182 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.9167 recall@top3: 0.9306 prec@top3: 0.6481 recall@top5: 1.0000 prec@top5: 0.4333 loss_action_cls: 0.0182 2022/12/04 14:21:34 - mmengine - INFO - Epoch(train) [8][ 780/4451] lr: 2.7739e-02 eta: 1:08:25 time: 0.3266 data_time: 0.0096 memory: 8780 grad_norm: 0.1165 loss: 0.0147 recall@thr=0.5: 0.9722 prec@thr=0.5: 0.9722 recall@top3: 0.9722 prec@top3: 0.6944 recall@top5: 1.0000 prec@top5: 0.4333 loss_action_cls: 0.0147 2022/12/04 14:21:40 - mmengine - INFO - Epoch(train) [8][ 800/4451] lr: 2.7660e-02 eta: 1:08:18 time: 0.3268 data_time: 0.0094 memory: 8780 grad_norm: 0.1189 loss: 0.0162 recall@thr=0.5: 0.7745 prec@thr=0.5: 0.8725 recall@top3: 0.8922 prec@top3: 0.5686 recall@top5: 0.9412 prec@top5: 0.3765 loss_action_cls: 0.0162 2022/12/04 14:21:47 - mmengine - INFO - Epoch(train) [8][ 820/4451] lr: 2.7581e-02 eta: 1:08:12 time: 0.3259 data_time: 0.0103 memory: 8770 grad_norm: 0.1149 loss: 0.0164 recall@thr=0.5: 0.9074 prec@thr=0.5: 0.9630 recall@top3: 0.9074 prec@top3: 0.6667 recall@top5: 0.9444 prec@top5: 0.4222 loss_action_cls: 0.0164 2022/12/04 14:21:53 - mmengine - INFO - Epoch(train) [8][ 840/4451] lr: 2.7502e-02 eta: 1:08:05 time: 0.3275 data_time: 0.0099 memory: 8786 grad_norm: 0.1131 loss: 0.0136 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7546 recall@top3: 0.8657 prec@top3: 0.7222 recall@top5: 0.9491 prec@top5: 0.4889 loss_action_cls: 0.0136 2022/12/04 14:21:54 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 14:22:00 - mmengine - INFO - Epoch(train) [8][ 860/4451] lr: 2.7423e-02 eta: 1:07:59 time: 0.3272 data_time: 0.0097 memory: 8770 grad_norm: 0.1126 loss: 0.0161 recall@thr=0.5: 0.7319 prec@thr=0.5: 0.8406 recall@top3: 0.6884 prec@top3: 0.7101 recall@top5: 0.9058 prec@top5: 0.5478 loss_action_cls: 0.0161 2022/12/04 14:22:07 - mmengine - INFO - Epoch(train) [8][ 880/4451] lr: 2.7345e-02 eta: 1:07:52 time: 0.3276 data_time: 0.0111 memory: 8770 grad_norm: 0.1214 loss: 0.0172 recall@thr=0.5: 0.6417 prec@thr=0.5: 0.7333 recall@top3: 0.7417 prec@top3: 0.5333 recall@top5: 0.8417 prec@top5: 0.3500 loss_action_cls: 0.0172 2022/12/04 14:22:13 - mmengine - INFO - Epoch(train) [8][ 900/4451] lr: 2.7266e-02 eta: 1:07:46 time: 0.3281 data_time: 0.0118 memory: 8770 grad_norm: 0.1123 loss: 0.0168 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8854 recall@top3: 0.9583 prec@top3: 0.7083 recall@top5: 0.9583 prec@top5: 0.4250 loss_action_cls: 0.0168 2022/12/04 14:22:20 - mmengine - INFO - Epoch(train) [8][ 920/4451] lr: 2.7187e-02 eta: 1:07:39 time: 0.3262 data_time: 0.0093 memory: 8771 grad_norm: 0.1180 loss: 0.0184 recall@thr=0.5: 0.7412 prec@thr=0.5: 0.8246 recall@top3: 0.8070 prec@top3: 0.6667 recall@top5: 0.9825 prec@top5: 0.4947 loss_action_cls: 0.0184 2022/12/04 14:22:26 - mmengine - INFO - Epoch(train) [8][ 940/4451] lr: 2.7109e-02 eta: 1:07:33 time: 0.3263 data_time: 0.0110 memory: 8774 grad_norm: 0.1144 loss: 0.0174 recall@thr=0.5: 0.4688 prec@thr=0.5: 0.5521 recall@top3: 0.7500 prec@top3: 0.5208 recall@top5: 0.9167 prec@top5: 0.3875 loss_action_cls: 0.0174 2022/12/04 14:22:33 - mmengine - INFO - Epoch(train) [8][ 960/4451] lr: 2.7030e-02 eta: 1:07:26 time: 0.3264 data_time: 0.0096 memory: 8783 grad_norm: 0.1140 loss: 0.0156 recall@thr=0.5: 0.5679 prec@thr=0.5: 0.6358 recall@top3: 0.7778 prec@top3: 0.6296 recall@top5: 0.9198 prec@top5: 0.4370 loss_action_cls: 0.0156 2022/12/04 14:22:39 - mmengine - INFO - Epoch(train) [8][ 980/4451] lr: 2.6952e-02 eta: 1:07:20 time: 0.3268 data_time: 0.0117 memory: 8770 grad_norm: 0.1146 loss: 0.0171 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.4333 recall@top3: 0.8889 prec@top3: 0.3556 recall@top5: 0.9778 prec@top5: 0.2533 loss_action_cls: 0.0171 2022/12/04 14:22:46 - mmengine - INFO - Epoch(train) [8][1000/4451] lr: 2.6874e-02 eta: 1:07:13 time: 0.3257 data_time: 0.0097 memory: 8770 grad_norm: 0.1150 loss: 0.0161 recall@thr=0.5: 0.8292 prec@thr=0.5: 0.7750 recall@top3: 0.8125 prec@top3: 0.6167 recall@top5: 0.9083 prec@top5: 0.4300 loss_action_cls: 0.0161 2022/12/04 14:22:52 - mmengine - INFO - Epoch(train) [8][1020/4451] lr: 2.6796e-02 eta: 1:07:06 time: 0.3273 data_time: 0.0105 memory: 8809 grad_norm: 0.1150 loss: 0.0170 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.8333 recall@top3: 0.9167 prec@top3: 0.6970 recall@top5: 0.9848 prec@top5: 0.4545 loss_action_cls: 0.0170 2022/12/04 14:22:59 - mmengine - INFO - Epoch(train) [8][1040/4451] lr: 2.6718e-02 eta: 1:07:00 time: 0.3265 data_time: 0.0103 memory: 8780 grad_norm: 0.1129 loss: 0.0165 recall@thr=0.5: 0.6911 prec@thr=0.5: 0.8778 recall@top3: 0.9044 prec@top3: 0.7556 recall@top5: 0.9867 prec@top5: 0.5067 loss_action_cls: 0.0165 2022/12/04 14:23:05 - mmengine - INFO - Epoch(train) [8][1060/4451] lr: 2.6640e-02 eta: 1:06:53 time: 0.3256 data_time: 0.0103 memory: 8777 grad_norm: 0.1154 loss: 0.0158 recall@thr=0.5: 0.5265 prec@thr=0.5: 0.5303 recall@top3: 0.7083 prec@top3: 0.5152 recall@top5: 0.9848 prec@top5: 0.4273 loss_action_cls: 0.0158 2022/12/04 14:23:12 - mmengine - INFO - Epoch(train) [8][1080/4451] lr: 2.6562e-02 eta: 1:06:47 time: 0.3270 data_time: 0.0098 memory: 8774 grad_norm: 0.1175 loss: 0.0155 recall@thr=0.5: 0.8039 prec@thr=0.5: 0.7549 recall@top3: 0.8627 prec@top3: 0.6078 recall@top5: 0.9804 prec@top5: 0.4118 loss_action_cls: 0.0155 2022/12/04 14:23:18 - mmengine - INFO - Epoch(train) [8][1100/4451] lr: 2.6484e-02 eta: 1:06:40 time: 0.3272 data_time: 0.0094 memory: 8770 grad_norm: 0.1224 loss: 0.0163 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.8519 recall@top3: 0.8796 prec@top3: 0.5926 recall@top5: 1.0000 prec@top5: 0.4111 loss_action_cls: 0.0163 2022/12/04 14:23:25 - mmengine - INFO - Epoch(train) [8][1120/4451] lr: 2.6406e-02 eta: 1:06:34 time: 0.3260 data_time: 0.0102 memory: 8796 grad_norm: 0.1124 loss: 0.0151 recall@thr=0.5: 0.8542 prec@thr=0.5: 0.7542 recall@top3: 0.9167 prec@top3: 0.7333 recall@top5: 0.9708 prec@top5: 0.4700 loss_action_cls: 0.0151 2022/12/04 14:23:32 - mmengine - INFO - Epoch(train) [8][1140/4451] lr: 2.6328e-02 eta: 1:06:27 time: 0.3274 data_time: 0.0096 memory: 8770 grad_norm: 0.1190 loss: 0.0162 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.7222 recall@top3: 0.8000 prec@top3: 0.5111 recall@top5: 0.9333 prec@top5: 0.3467 loss_action_cls: 0.0162 2022/12/04 14:23:38 - mmengine - INFO - Epoch(train) [8][1160/4451] lr: 2.6250e-02 eta: 1:06:21 time: 0.3279 data_time: 0.0101 memory: 8770 grad_norm: 0.1140 loss: 0.0166 recall@thr=0.5: 0.5907 prec@thr=0.5: 0.7130 recall@top3: 0.8870 prec@top3: 0.5556 recall@top5: 0.9315 prec@top5: 0.3778 loss_action_cls: 0.0166 2022/12/04 14:23:45 - mmengine - INFO - Epoch(train) [8][1180/4451] lr: 2.6173e-02 eta: 1:06:14 time: 0.3255 data_time: 0.0101 memory: 8770 grad_norm: 0.1143 loss: 0.0197 recall@thr=0.5: 0.5614 prec@thr=0.5: 0.7368 recall@top3: 0.8202 prec@top3: 0.6140 recall@top5: 0.9035 prec@top5: 0.4211 loss_action_cls: 0.0197 2022/12/04 14:23:51 - mmengine - INFO - Epoch(train) [8][1200/4451] lr: 2.6095e-02 eta: 1:06:08 time: 0.3273 data_time: 0.0096 memory: 8771 grad_norm: 0.1192 loss: 0.0172 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7692 recall@top3: 0.9231 prec@top3: 0.5641 recall@top5: 1.0000 prec@top5: 0.3846 loss_action_cls: 0.0172 2022/12/04 14:23:58 - mmengine - INFO - Epoch(train) [8][1220/4451] lr: 2.6018e-02 eta: 1:06:01 time: 0.3272 data_time: 0.0106 memory: 8770 grad_norm: 0.1187 loss: 0.0166 recall@thr=0.5: 0.5926 prec@thr=0.5: 0.9167 recall@top3: 0.8750 prec@top3: 0.7778 recall@top5: 0.9815 prec@top5: 0.5222 loss_action_cls: 0.0166 2022/12/04 14:24:04 - mmengine - INFO - Epoch(train) [8][1240/4451] lr: 2.5940e-02 eta: 1:05:55 time: 0.3267 data_time: 0.0104 memory: 8777 grad_norm: 0.1128 loss: 0.0181 recall@thr=0.5: 0.7704 prec@thr=0.5: 0.8488 recall@top3: 0.8346 prec@top3: 0.8025 recall@top5: 0.9543 prec@top5: 0.5630 loss_action_cls: 0.0181 2022/12/04 14:24:11 - mmengine - INFO - Epoch(train) [8][1260/4451] lr: 2.5863e-02 eta: 1:05:48 time: 0.3273 data_time: 0.0099 memory: 8806 grad_norm: 0.1137 loss: 0.0188 recall@thr=0.5: 0.6182 prec@thr=0.5: 0.6894 recall@top3: 0.8758 prec@top3: 0.6212 recall@top5: 0.9379 prec@top5: 0.4091 loss_action_cls: 0.0188 2022/12/04 14:24:17 - mmengine - INFO - Epoch(train) [8][1280/4451] lr: 2.5786e-02 eta: 1:05:42 time: 0.3279 data_time: 0.0125 memory: 8770 grad_norm: 0.1182 loss: 0.0167 recall@thr=0.5: 0.7614 prec@thr=0.5: 0.9545 recall@top3: 0.9242 prec@top3: 0.6515 recall@top5: 0.9735 prec@top5: 0.4182 loss_action_cls: 0.0167 2022/12/04 14:24:24 - mmengine - INFO - Epoch(train) [8][1300/4451] lr: 2.5709e-02 eta: 1:05:35 time: 0.3276 data_time: 0.0097 memory: 8809 grad_norm: 0.1103 loss: 0.0177 recall@thr=0.5: 0.5237 prec@thr=0.5: 0.7544 recall@top3: 0.8044 prec@top3: 0.7018 recall@top5: 0.9254 prec@top5: 0.5158 loss_action_cls: 0.0177 2022/12/04 14:24:30 - mmengine - INFO - Epoch(train) [8][1320/4451] lr: 2.5632e-02 eta: 1:05:29 time: 0.3258 data_time: 0.0106 memory: 8780 grad_norm: 0.1151 loss: 0.0156 recall@thr=0.5: 0.7037 prec@thr=0.5: 0.8148 recall@top3: 0.8796 prec@top3: 0.7037 recall@top5: 1.0000 prec@top5: 0.4778 loss_action_cls: 0.0156 2022/12/04 14:24:37 - mmengine - INFO - Epoch(train) [8][1340/4451] lr: 2.5555e-02 eta: 1:05:22 time: 0.3278 data_time: 0.0105 memory: 8793 grad_norm: 0.1150 loss: 0.0168 recall@thr=0.5: 0.6273 prec@thr=0.5: 0.8233 recall@top3: 0.6553 prec@top3: 0.6533 recall@top5: 0.8733 prec@top5: 0.5520 loss_action_cls: 0.0168 2022/12/04 14:24:43 - mmengine - INFO - Epoch(train) [8][1360/4451] lr: 2.5478e-02 eta: 1:05:15 time: 0.3257 data_time: 0.0104 memory: 8771 grad_norm: 0.1188 loss: 0.0168 recall@thr=0.5: 0.7972 prec@thr=0.5: 0.8667 recall@top3: 0.8120 prec@top3: 0.7778 recall@top5: 0.9500 prec@top5: 0.5556 loss_action_cls: 0.0168 2022/12/04 14:24:50 - mmengine - INFO - Epoch(train) [8][1380/4451] lr: 2.5401e-02 eta: 1:05:09 time: 0.3280 data_time: 0.0097 memory: 8780 grad_norm: 0.1154 loss: 0.0167 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7857 recall@top3: 0.8095 prec@top3: 0.5238 recall@top5: 0.8929 prec@top5: 0.3571 loss_action_cls: 0.0167 2022/12/04 14:24:57 - mmengine - INFO - Epoch(train) [8][1400/4451] lr: 2.5324e-02 eta: 1:05:02 time: 0.3273 data_time: 0.0096 memory: 8770 grad_norm: 0.1109 loss: 0.0161 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8182 recall@top3: 0.8803 prec@top3: 0.7121 recall@top5: 0.9697 prec@top5: 0.4909 loss_action_cls: 0.0161 2022/12/04 14:25:03 - mmengine - INFO - Epoch(train) [8][1420/4451] lr: 2.5247e-02 eta: 1:04:56 time: 0.3269 data_time: 0.0095 memory: 8770 grad_norm: 0.1147 loss: 0.0186 recall@thr=0.5: 0.9091 prec@thr=0.5: 0.8545 recall@top3: 0.8977 prec@top3: 0.6667 recall@top5: 0.9886 prec@top5: 0.4636 loss_action_cls: 0.0186 2022/12/04 14:25:10 - mmengine - INFO - Epoch(train) [8][1440/4451] lr: 2.5171e-02 eta: 1:04:49 time: 0.3266 data_time: 0.0097 memory: 8770 grad_norm: 0.1128 loss: 0.0168 recall@thr=0.5: 0.7937 prec@thr=0.5: 0.8730 recall@top3: 0.7937 prec@top3: 0.7143 recall@top5: 0.9683 prec@top5: 0.5429 loss_action_cls: 0.0168 2022/12/04 14:25:16 - mmengine - INFO - Epoch(train) [8][1460/4451] lr: 2.5094e-02 eta: 1:04:43 time: 0.3260 data_time: 0.0104 memory: 8770 grad_norm: 0.1158 loss: 0.0162 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.8333 recall@top3: 0.7583 prec@top3: 0.6167 recall@top5: 0.9750 prec@top5: 0.4700 loss_action_cls: 0.0162 2022/12/04 14:25:23 - mmengine - INFO - Epoch(train) [8][1480/4451] lr: 2.5018e-02 eta: 1:04:36 time: 0.3266 data_time: 0.0096 memory: 8770 grad_norm: 0.1145 loss: 0.0179 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7167 recall@top3: 0.9375 prec@top3: 0.7000 recall@top5: 0.9875 prec@top5: 0.4500 loss_action_cls: 0.0179 2022/12/04 14:25:29 - mmengine - INFO - Epoch(train) [8][1500/4451] lr: 2.4941e-02 eta: 1:04:30 time: 0.3280 data_time: 0.0096 memory: 8854 grad_norm: 0.1129 loss: 0.0181 recall@thr=0.5: 0.7040 prec@thr=0.5: 0.6609 recall@top3: 0.7098 prec@top3: 0.6207 recall@top5: 0.8707 prec@top5: 0.4483 loss_action_cls: 0.0181 2022/12/04 14:25:36 - mmengine - INFO - Epoch(train) [8][1520/4451] lr: 2.4865e-02 eta: 1:04:23 time: 0.3274 data_time: 0.0096 memory: 8771 grad_norm: 0.1157 loss: 0.0160 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.7348 recall@top3: 0.9015 prec@top3: 0.7273 recall@top5: 0.9545 prec@top5: 0.4727 loss_action_cls: 0.0160 2022/12/04 14:25:42 - mmengine - INFO - Epoch(train) [8][1540/4451] lr: 2.4789e-02 eta: 1:04:17 time: 0.3283 data_time: 0.0100 memory: 8770 grad_norm: 0.1174 loss: 0.0161 recall@thr=0.5: 0.8070 prec@thr=0.5: 0.8026 recall@top3: 0.8947 prec@top3: 0.5439 recall@top5: 0.9825 prec@top5: 0.3789 loss_action_cls: 0.0161 2022/12/04 14:25:49 - mmengine - INFO - Epoch(train) [8][1560/4451] lr: 2.4713e-02 eta: 1:04:10 time: 0.3275 data_time: 0.0097 memory: 8806 grad_norm: 0.1142 loss: 0.0178 recall@thr=0.5: 0.5606 prec@thr=0.5: 0.7727 recall@top3: 0.7626 prec@top3: 0.5960 recall@top5: 0.8333 prec@top5: 0.4000 loss_action_cls: 0.0178 2022/12/04 14:25:56 - mmengine - INFO - Epoch(train) [8][1580/4451] lr: 2.4637e-02 eta: 1:04:04 time: 0.3277 data_time: 0.0095 memory: 8770 grad_norm: 0.1158 loss: 0.0158 recall@thr=0.5: 0.9222 prec@thr=0.5: 0.9667 recall@top3: 0.9778 prec@top3: 0.6444 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0158 2022/12/04 14:26:02 - mmengine - INFO - Epoch(train) [8][1600/4451] lr: 2.4561e-02 eta: 1:03:57 time: 0.3265 data_time: 0.0114 memory: 8804 grad_norm: 0.1139 loss: 0.0165 recall@thr=0.5: 0.6905 prec@thr=0.5: 0.8690 recall@top3: 0.8214 prec@top3: 0.5952 recall@top5: 0.9643 prec@top5: 0.4286 loss_action_cls: 0.0165 2022/12/04 14:26:09 - mmengine - INFO - Epoch(train) [8][1620/4451] lr: 2.4485e-02 eta: 1:03:51 time: 0.3263 data_time: 0.0100 memory: 8793 grad_norm: 0.1193 loss: 0.0168 recall@thr=0.5: 0.6985 prec@thr=0.5: 0.8799 recall@top3: 0.8333 prec@top3: 0.8333 recall@top5: 0.9730 prec@top5: 0.6059 loss_action_cls: 0.0168 2022/12/04 14:26:15 - mmengine - INFO - Epoch(train) [8][1640/4451] lr: 2.4409e-02 eta: 1:03:44 time: 0.3272 data_time: 0.0093 memory: 8770 grad_norm: 0.1194 loss: 0.0160 recall@thr=0.5: 0.7656 prec@thr=0.5: 0.8646 recall@top3: 0.8229 prec@top3: 0.6667 recall@top5: 0.9375 prec@top5: 0.4750 loss_action_cls: 0.0160 2022/12/04 14:26:22 - mmengine - INFO - Epoch(train) [8][1660/4451] lr: 2.4333e-02 eta: 1:03:38 time: 0.3285 data_time: 0.0096 memory: 8799 grad_norm: 0.1151 loss: 0.0175 recall@thr=0.5: 0.8421 prec@thr=0.5: 0.8509 recall@top3: 0.9035 prec@top3: 0.7018 recall@top5: 1.0000 prec@top5: 0.4737 loss_action_cls: 0.0175 2022/12/04 14:26:28 - mmengine - INFO - Epoch(train) [8][1680/4451] lr: 2.4258e-02 eta: 1:03:31 time: 0.3263 data_time: 0.0108 memory: 8799 grad_norm: 0.1240 loss: 0.0182 recall@thr=0.5: 0.6154 prec@thr=0.5: 0.8077 recall@top3: 0.8077 prec@top3: 0.5385 recall@top5: 0.9231 prec@top5: 0.3846 loss_action_cls: 0.0182 2022/12/04 14:26:35 - mmengine - INFO - Epoch(train) [8][1700/4451] lr: 2.4182e-02 eta: 1:03:25 time: 0.3273 data_time: 0.0098 memory: 8790 grad_norm: 0.1144 loss: 0.0157 recall@thr=0.5: 0.7045 prec@thr=0.5: 0.8258 recall@top3: 0.9167 prec@top3: 0.6212 recall@top5: 0.9621 prec@top5: 0.4000 loss_action_cls: 0.0157 2022/12/04 14:26:41 - mmengine - INFO - Epoch(train) [8][1720/4451] lr: 2.4106e-02 eta: 1:03:18 time: 0.3259 data_time: 0.0110 memory: 8774 grad_norm: 0.1175 loss: 0.0158 recall@thr=0.5: 0.6569 prec@thr=0.5: 0.7353 recall@top3: 0.8039 prec@top3: 0.6078 recall@top5: 0.8971 prec@top5: 0.4118 loss_action_cls: 0.0158 2022/12/04 14:26:48 - mmengine - INFO - Epoch(train) [8][1740/4451] lr: 2.4031e-02 eta: 1:03:11 time: 0.3265 data_time: 0.0097 memory: 8774 grad_norm: 0.1094 loss: 0.0164 recall@thr=0.5: 0.6471 prec@thr=0.5: 0.7353 recall@top3: 0.8235 prec@top3: 0.4902 recall@top5: 1.0000 prec@top5: 0.3529 loss_action_cls: 0.0164 2022/12/04 14:26:54 - mmengine - INFO - Epoch(train) [8][1760/4451] lr: 2.3956e-02 eta: 1:03:05 time: 0.3286 data_time: 0.0096 memory: 8816 grad_norm: 0.1147 loss: 0.0162 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.6944 recall@top3: 0.9352 prec@top3: 0.5000 recall@top5: 1.0000 prec@top5: 0.3333 loss_action_cls: 0.0162 2022/12/04 14:27:01 - mmengine - INFO - Epoch(train) [8][1780/4451] lr: 2.3880e-02 eta: 1:02:58 time: 0.3267 data_time: 0.0106 memory: 8771 grad_norm: 0.1205 loss: 0.0172 recall@thr=0.5: 0.7994 prec@thr=0.5: 0.6580 recall@top3: 0.7994 prec@top3: 0.6173 recall@top5: 0.9599 prec@top5: 0.4667 loss_action_cls: 0.0172 2022/12/04 14:27:07 - mmengine - INFO - Epoch(train) [8][1800/4451] lr: 2.3805e-02 eta: 1:02:52 time: 0.3265 data_time: 0.0094 memory: 8813 grad_norm: 0.1153 loss: 0.0167 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.8495 recall@top3: 0.9005 prec@top3: 0.7407 recall@top5: 0.9514 prec@top5: 0.4778 loss_action_cls: 0.0167 2022/12/04 14:27:14 - mmengine - INFO - Epoch(train) [8][1820/4451] lr: 2.3730e-02 eta: 1:02:45 time: 0.3282 data_time: 0.0095 memory: 8777 grad_norm: 0.1184 loss: 0.0162 recall@thr=0.5: 0.7545 prec@thr=0.5: 0.7576 recall@top3: 0.9364 prec@top3: 0.6515 recall@top5: 0.9682 prec@top5: 0.4182 loss_action_cls: 0.0162 2022/12/04 14:27:21 - mmengine - INFO - Epoch(train) [8][1840/4451] lr: 2.3655e-02 eta: 1:02:39 time: 0.3273 data_time: 0.0101 memory: 8793 grad_norm: 0.1162 loss: 0.0184 recall@thr=0.5: 0.6404 prec@thr=0.5: 0.7632 recall@top3: 0.7456 prec@top3: 0.5439 recall@top5: 0.8772 prec@top5: 0.3895 loss_action_cls: 0.0184 2022/12/04 14:27:22 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 14:27:27 - mmengine - INFO - Epoch(train) [8][1860/4451] lr: 2.3580e-02 eta: 1:02:32 time: 0.3273 data_time: 0.0095 memory: 8770 grad_norm: 0.1179 loss: 0.0172 recall@thr=0.5: 0.5921 prec@thr=0.5: 0.7632 recall@top3: 0.5877 prec@top3: 0.5614 recall@top5: 0.9035 prec@top5: 0.5368 loss_action_cls: 0.0172 2022/12/04 14:27:34 - mmengine - INFO - Epoch(train) [8][1880/4451] lr: 2.3505e-02 eta: 1:02:26 time: 0.3280 data_time: 0.0099 memory: 8771 grad_norm: 0.1162 loss: 0.0186 recall@thr=0.5: 0.6146 prec@thr=0.5: 0.9062 recall@top3: 0.7917 prec@top3: 0.6667 recall@top5: 0.9167 prec@top5: 0.4750 loss_action_cls: 0.0186 2022/12/04 14:27:40 - mmengine - INFO - Epoch(train) [8][1900/4451] lr: 2.3430e-02 eta: 1:02:19 time: 0.3284 data_time: 0.0101 memory: 8780 grad_norm: 0.1193 loss: 0.0194 recall@thr=0.5: 0.8674 prec@thr=0.5: 0.9136 recall@top3: 0.9205 prec@top3: 0.7424 recall@top5: 0.9659 prec@top5: 0.4818 loss_action_cls: 0.0194 2022/12/04 14:27:47 - mmengine - INFO - Epoch(train) [8][1920/4451] lr: 2.3356e-02 eta: 1:02:13 time: 0.3255 data_time: 0.0099 memory: 8774 grad_norm: 0.1140 loss: 0.0165 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6823 recall@top3: 0.7552 prec@top3: 0.5729 recall@top5: 0.8958 prec@top5: 0.4312 loss_action_cls: 0.0165 2022/12/04 14:27:53 - mmengine - INFO - Epoch(train) [8][1940/4451] lr: 2.3281e-02 eta: 1:02:06 time: 0.3266 data_time: 0.0107 memory: 8770 grad_norm: 0.1144 loss: 0.0175 recall@thr=0.5: 0.8241 prec@thr=0.5: 0.9167 recall@top3: 0.8889 prec@top3: 0.6667 recall@top5: 0.9722 prec@top5: 0.4556 loss_action_cls: 0.0175 2022/12/04 14:28:00 - mmengine - INFO - Epoch(train) [8][1960/4451] lr: 2.3207e-02 eta: 1:02:00 time: 0.3276 data_time: 0.0117 memory: 8774 grad_norm: 0.1141 loss: 0.0157 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.8182 recall@top3: 0.8788 prec@top3: 0.5455 recall@top5: 0.8939 prec@top5: 0.3364 loss_action_cls: 0.0157 2022/12/04 14:28:06 - mmengine - INFO - Epoch(train) [8][1980/4451] lr: 2.3132e-02 eta: 1:01:53 time: 0.3258 data_time: 0.0123 memory: 8786 grad_norm: 0.1216 loss: 0.0164 recall@thr=0.5: 0.7229 prec@thr=0.5: 0.8958 recall@top3: 0.7375 prec@top3: 0.7778 recall@top5: 0.8944 prec@top5: 0.5750 loss_action_cls: 0.0164 2022/12/04 14:28:13 - mmengine - INFO - Epoch(train) [8][2000/4451] lr: 2.3058e-02 eta: 1:01:47 time: 0.3271 data_time: 0.0096 memory: 8770 grad_norm: 0.1171 loss: 0.0153 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7092 recall@top3: 0.8917 prec@top3: 0.6833 recall@top5: 0.9375 prec@top5: 0.4400 loss_action_cls: 0.0153 2022/12/04 14:28:19 - mmengine - INFO - Epoch(train) [8][2020/4451] lr: 2.2983e-02 eta: 1:01:40 time: 0.3272 data_time: 0.0095 memory: 8770 grad_norm: 0.1133 loss: 0.0168 recall@thr=0.5: 0.7456 prec@thr=0.5: 0.6316 recall@top3: 0.8509 prec@top3: 0.4737 recall@top5: 0.9211 prec@top5: 0.3158 loss_action_cls: 0.0168 2022/12/04 14:28:26 - mmengine - INFO - Epoch(train) [8][2040/4451] lr: 2.2909e-02 eta: 1:01:34 time: 0.3255 data_time: 0.0099 memory: 8777 grad_norm: 0.1201 loss: 0.0183 recall@thr=0.5: 0.7081 prec@thr=0.5: 0.8387 recall@top3: 0.7688 prec@top3: 0.7742 recall@top5: 0.9145 prec@top5: 0.5742 loss_action_cls: 0.0183 2022/12/04 14:28:33 - mmengine - INFO - Epoch(train) [8][2060/4451] lr: 2.2835e-02 eta: 1:01:27 time: 0.3271 data_time: 0.0104 memory: 8774 grad_norm: 0.1132 loss: 0.0155 recall@thr=0.5: 0.7024 prec@thr=0.5: 0.8363 recall@top3: 0.8214 prec@top3: 0.6429 recall@top5: 0.8571 prec@top5: 0.4071 loss_action_cls: 0.0155 2022/12/04 14:28:39 - mmengine - INFO - Epoch(train) [8][2080/4451] lr: 2.2761e-02 eta: 1:01:21 time: 0.3276 data_time: 0.0121 memory: 8771 grad_norm: 0.1205 loss: 0.0155 recall@thr=0.5: 0.5931 prec@thr=0.5: 0.5686 recall@top3: 0.7696 prec@top3: 0.6078 recall@top5: 0.9559 prec@top5: 0.4706 loss_action_cls: 0.0155 2022/12/04 14:28:46 - mmengine - INFO - Epoch(train) [8][2100/4451] lr: 2.2687e-02 eta: 1:01:14 time: 0.3266 data_time: 0.0112 memory: 8804 grad_norm: 0.1204 loss: 0.0171 recall@thr=0.5: 0.7314 prec@thr=0.5: 0.7756 recall@top3: 0.7897 prec@top3: 0.7692 recall@top5: 0.9731 prec@top5: 0.5769 loss_action_cls: 0.0171 2022/12/04 14:28:52 - mmengine - INFO - Epoch(train) [8][2120/4451] lr: 2.2613e-02 eta: 1:01:07 time: 0.3282 data_time: 0.0095 memory: 8783 grad_norm: 0.1158 loss: 0.0168 recall@thr=0.5: 0.6146 prec@thr=0.5: 0.7812 recall@top3: 0.7812 prec@top3: 0.5417 recall@top5: 0.8750 prec@top5: 0.3625 loss_action_cls: 0.0168 2022/12/04 14:28:59 - mmengine - INFO - Epoch(train) [8][2140/4451] lr: 2.2540e-02 eta: 1:01:01 time: 0.3280 data_time: 0.0108 memory: 8839 grad_norm: 0.1154 loss: 0.0183 recall@thr=0.5: 0.7111 prec@thr=0.5: 0.7667 recall@top3: 0.7889 prec@top3: 0.6444 recall@top5: 0.9778 prec@top5: 0.4933 loss_action_cls: 0.0183 2022/12/04 14:29:05 - mmengine - INFO - Epoch(train) [8][2160/4451] lr: 2.2466e-02 eta: 1:00:54 time: 0.3271 data_time: 0.0101 memory: 8793 grad_norm: 0.1155 loss: 0.0172 recall@thr=0.5: 0.7583 prec@thr=0.5: 0.8182 recall@top3: 0.8091 prec@top3: 0.7576 recall@top5: 0.9000 prec@top5: 0.5091 loss_action_cls: 0.0172 2022/12/04 14:29:12 - mmengine - INFO - Epoch(train) [8][2180/4451] lr: 2.2392e-02 eta: 1:00:48 time: 0.3270 data_time: 0.0096 memory: 8777 grad_norm: 0.1189 loss: 0.0185 recall@thr=0.5: 0.5694 prec@thr=0.5: 0.6736 recall@top3: 0.5833 prec@top3: 0.4861 recall@top5: 0.7639 prec@top5: 0.3917 loss_action_cls: 0.0185 2022/12/04 14:29:18 - mmengine - INFO - Epoch(train) [8][2200/4451] lr: 2.2319e-02 eta: 1:00:41 time: 0.3269 data_time: 0.0104 memory: 8777 grad_norm: 0.1169 loss: 0.0184 recall@thr=0.5: 0.7049 prec@thr=0.5: 0.7847 recall@top3: 0.8438 prec@top3: 0.7500 recall@top5: 0.9201 prec@top5: 0.5000 loss_action_cls: 0.0184 2022/12/04 14:29:25 - mmengine - INFO - Epoch(train) [8][2220/4451] lr: 2.2245e-02 eta: 1:00:35 time: 0.3270 data_time: 0.0095 memory: 8796 grad_norm: 0.1181 loss: 0.0181 recall@thr=0.5: 0.7255 prec@thr=0.5: 0.8824 recall@top3: 0.8824 prec@top3: 0.6078 recall@top5: 0.9706 prec@top5: 0.4000 loss_action_cls: 0.0181 2022/12/04 14:29:31 - mmengine - INFO - Epoch(train) [8][2240/4451] lr: 2.2172e-02 eta: 1:00:28 time: 0.3268 data_time: 0.0093 memory: 8771 grad_norm: 0.1192 loss: 0.0170 recall@thr=0.5: 0.7436 prec@thr=0.5: 0.7564 recall@top3: 0.8590 prec@top3: 0.5385 recall@top5: 0.9359 prec@top5: 0.3538 loss_action_cls: 0.0170 2022/12/04 14:29:38 - mmengine - INFO - Epoch(train) [8][2260/4451] lr: 2.2099e-02 eta: 1:00:22 time: 0.3272 data_time: 0.0095 memory: 8780 grad_norm: 0.1180 loss: 0.0160 recall@thr=0.5: 0.7236 prec@thr=0.5: 0.8819 recall@top3: 0.8556 prec@top3: 0.6806 recall@top5: 0.9625 prec@top5: 0.4750 loss_action_cls: 0.0160 2022/12/04 14:29:45 - mmengine - INFO - Epoch(train) [8][2280/4451] lr: 2.2026e-02 eta: 1:00:15 time: 0.3339 data_time: 0.0096 memory: 8770 grad_norm: 0.1189 loss: 0.0170 recall@thr=0.5: 0.6292 prec@thr=0.5: 0.7375 recall@top3: 0.7236 prec@top3: 0.6944 recall@top5: 0.9104 prec@top5: 0.5250 loss_action_cls: 0.0170 2022/12/04 14:29:51 - mmengine - INFO - Epoch(train) [8][2300/4451] lr: 2.1952e-02 eta: 1:00:09 time: 0.3258 data_time: 0.0109 memory: 8770 grad_norm: 0.1214 loss: 0.0169 recall@thr=0.5: 0.6615 prec@thr=0.5: 0.7516 recall@top3: 0.8984 prec@top3: 0.7187 recall@top5: 0.9844 prec@top5: 0.4875 loss_action_cls: 0.0169 2022/12/04 14:29:58 - mmengine - INFO - Epoch(train) [8][2320/4451] lr: 2.1879e-02 eta: 1:00:02 time: 0.3275 data_time: 0.0102 memory: 8770 grad_norm: 0.1180 loss: 0.0167 recall@thr=0.5: 0.6304 prec@thr=0.5: 0.7609 recall@top3: 0.8406 prec@top3: 0.6087 recall@top5: 0.9275 prec@top5: 0.4174 loss_action_cls: 0.0167 2022/12/04 14:30:04 - mmengine - INFO - Epoch(train) [8][2340/4451] lr: 2.1807e-02 eta: 0:59:56 time: 0.3275 data_time: 0.0094 memory: 8786 grad_norm: 0.1145 loss: 0.0183 recall@thr=0.5: 0.5395 prec@thr=0.5: 0.6096 recall@top3: 0.6798 prec@top3: 0.6140 recall@top5: 0.8640 prec@top5: 0.4842 loss_action_cls: 0.0183 2022/12/04 14:30:11 - mmengine - INFO - Epoch(train) [8][2360/4451] lr: 2.1734e-02 eta: 0:59:49 time: 0.3279 data_time: 0.0101 memory: 8770 grad_norm: 0.1166 loss: 0.0182 recall@thr=0.5: 0.4233 prec@thr=0.5: 0.5200 recall@top3: 0.7667 prec@top3: 0.5067 recall@top5: 0.8933 prec@top5: 0.3760 loss_action_cls: 0.0182 2022/12/04 14:30:17 - mmengine - INFO - Epoch(train) [8][2380/4451] lr: 2.1661e-02 eta: 0:59:43 time: 0.3266 data_time: 0.0112 memory: 8777 grad_norm: 0.1132 loss: 0.0168 recall@thr=0.5: 0.7024 prec@thr=0.5: 0.7857 recall@top3: 0.8690 prec@top3: 0.6667 recall@top5: 0.9365 prec@top5: 0.4381 loss_action_cls: 0.0168 2022/12/04 14:30:24 - mmengine - INFO - Epoch(train) [8][2400/4451] lr: 2.1588e-02 eta: 0:59:36 time: 0.3269 data_time: 0.0095 memory: 8770 grad_norm: 0.1194 loss: 0.0175 recall@thr=0.5: 0.5882 prec@thr=0.5: 0.7647 recall@top3: 0.8529 prec@top3: 0.6078 recall@top5: 0.9706 prec@top5: 0.4235 loss_action_cls: 0.0175 2022/12/04 14:30:31 - mmengine - INFO - Epoch(train) [8][2420/4451] lr: 2.1516e-02 eta: 0:59:30 time: 0.3289 data_time: 0.0107 memory: 8796 grad_norm: 0.1183 loss: 0.0172 recall@thr=0.5: 0.8088 prec@thr=0.5: 0.7794 recall@top3: 0.9069 prec@top3: 0.7059 recall@top5: 1.0000 prec@top5: 0.4941 loss_action_cls: 0.0172 2022/12/04 14:30:37 - mmengine - INFO - Epoch(train) [8][2440/4451] lr: 2.1443e-02 eta: 0:59:23 time: 0.3265 data_time: 0.0095 memory: 8816 grad_norm: 0.1149 loss: 0.0179 recall@thr=0.5: 0.8043 prec@thr=0.5: 0.8913 recall@top3: 0.9130 prec@top3: 0.7681 recall@top5: 0.9855 prec@top5: 0.4957 loss_action_cls: 0.0179 2022/12/04 14:30:44 - mmengine - INFO - Epoch(train) [8][2460/4451] lr: 2.1371e-02 eta: 0:59:17 time: 0.3270 data_time: 0.0106 memory: 8770 grad_norm: 0.1168 loss: 0.0166 recall@thr=0.5: 0.5070 prec@thr=0.5: 0.6316 recall@top3: 0.7474 prec@top3: 0.5614 recall@top5: 0.9614 prec@top5: 0.4737 loss_action_cls: 0.0166 2022/12/04 14:30:50 - mmengine - INFO - Epoch(train) [8][2480/4451] lr: 2.1299e-02 eta: 0:59:10 time: 0.3268 data_time: 0.0097 memory: 8771 grad_norm: 0.1146 loss: 0.0166 recall@thr=0.5: 0.7767 prec@thr=0.5: 0.8500 recall@top3: 0.8517 prec@top3: 0.6500 recall@top5: 0.9550 prec@top5: 0.4500 loss_action_cls: 0.0166 2022/12/04 14:30:57 - mmengine - INFO - Epoch(train) [8][2500/4451] lr: 2.1226e-02 eta: 0:59:04 time: 0.3270 data_time: 0.0113 memory: 8796 grad_norm: 0.1165 loss: 0.0181 recall@thr=0.5: 0.7113 prec@thr=0.5: 0.8200 recall@top3: 0.8580 prec@top3: 0.7733 recall@top5: 0.9733 prec@top5: 0.5520 loss_action_cls: 0.0181 2022/12/04 14:31:03 - mmengine - INFO - Epoch(train) [8][2520/4451] lr: 2.1154e-02 eta: 0:58:57 time: 0.3266 data_time: 0.0108 memory: 8804 grad_norm: 0.1116 loss: 0.0160 recall@thr=0.5: 0.5714 prec@thr=0.5: 0.5595 recall@top3: 0.8214 prec@top3: 0.4048 recall@top5: 1.0000 prec@top5: 0.3000 loss_action_cls: 0.0160 2022/12/04 14:31:10 - mmengine - INFO - Epoch(train) [8][2540/4451] lr: 2.1082e-02 eta: 0:58:50 time: 0.3267 data_time: 0.0093 memory: 8806 grad_norm: 0.1155 loss: 0.0159 recall@thr=0.5: 0.3735 prec@thr=0.5: 0.4383 recall@top3: 0.6574 prec@top3: 0.5185 recall@top5: 0.7778 prec@top5: 0.3852 loss_action_cls: 0.0159 2022/12/04 14:31:16 - mmengine - INFO - Epoch(train) [8][2560/4451] lr: 2.1010e-02 eta: 0:58:44 time: 0.3277 data_time: 0.0109 memory: 8806 grad_norm: 0.1134 loss: 0.0164 recall@thr=0.5: 0.6042 prec@thr=0.5: 0.6333 recall@top3: 0.6708 prec@top3: 0.6167 recall@top5: 0.8167 prec@top5: 0.4600 loss_action_cls: 0.0164 2022/12/04 14:31:23 - mmengine - INFO - Epoch(train) [8][2580/4451] lr: 2.0939e-02 eta: 0:58:37 time: 0.3276 data_time: 0.0099 memory: 8771 grad_norm: 0.1193 loss: 0.0164 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7333 recall@top3: 0.8833 prec@top3: 0.6444 recall@top5: 1.0000 prec@top5: 0.4400 loss_action_cls: 0.0164 2022/12/04 14:31:29 - mmengine - INFO - Epoch(train) [8][2600/4451] lr: 2.0867e-02 eta: 0:58:31 time: 0.3277 data_time: 0.0098 memory: 8770 grad_norm: 0.1190 loss: 0.0175 recall@thr=0.5: 0.7633 prec@thr=0.5: 0.8292 recall@top3: 0.7758 prec@top3: 0.6667 recall@top5: 0.9650 prec@top5: 0.5300 loss_action_cls: 0.0175 2022/12/04 14:31:36 - mmengine - INFO - Epoch(train) [8][2620/4451] lr: 2.0795e-02 eta: 0:58:24 time: 0.3276 data_time: 0.0095 memory: 8771 grad_norm: 0.1189 loss: 0.0167 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.7667 recall@top3: 0.9556 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4267 loss_action_cls: 0.0167 2022/12/04 14:31:43 - mmengine - INFO - Epoch(train) [8][2640/4451] lr: 2.0724e-02 eta: 0:58:18 time: 0.3267 data_time: 0.0098 memory: 8774 grad_norm: 0.1206 loss: 0.0182 recall@thr=0.5: 0.6814 prec@thr=0.5: 0.7059 recall@top3: 0.8039 prec@top3: 0.5294 recall@top5: 0.8922 prec@top5: 0.3765 loss_action_cls: 0.0182 2022/12/04 14:31:49 - mmengine - INFO - Epoch(train) [8][2660/4451] lr: 2.0652e-02 eta: 0:58:11 time: 0.3274 data_time: 0.0095 memory: 8770 grad_norm: 0.1176 loss: 0.0164 recall@thr=0.5: 0.8111 prec@thr=0.5: 0.9444 recall@top3: 0.9111 prec@top3: 0.7333 recall@top5: 1.0000 prec@top5: 0.5067 loss_action_cls: 0.0164 2022/12/04 14:31:56 - mmengine - INFO - Epoch(train) [8][2680/4451] lr: 2.0581e-02 eta: 0:58:05 time: 0.3264 data_time: 0.0100 memory: 8774 grad_norm: 0.1246 loss: 0.0180 recall@thr=0.5: 0.4510 prec@thr=0.5: 0.4804 recall@top3: 0.7255 prec@top3: 0.4510 recall@top5: 0.8431 prec@top5: 0.3294 loss_action_cls: 0.0180 2022/12/04 14:32:02 - mmengine - INFO - Epoch(train) [8][2700/4451] lr: 2.0509e-02 eta: 0:57:58 time: 0.3271 data_time: 0.0108 memory: 8771 grad_norm: 0.1197 loss: 0.0157 recall@thr=0.5: 0.6574 prec@thr=0.5: 0.9352 recall@top3: 0.7130 prec@top3: 0.7407 recall@top5: 0.9630 prec@top5: 0.6111 loss_action_cls: 0.0157 2022/12/04 14:32:09 - mmengine - INFO - Epoch(train) [8][2720/4451] lr: 2.0438e-02 eta: 0:57:52 time: 0.3275 data_time: 0.0101 memory: 8777 grad_norm: 0.1150 loss: 0.0164 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.7333 recall@top3: 0.9333 prec@top3: 0.6667 recall@top5: 0.9833 prec@top5: 0.4200 loss_action_cls: 0.0164 2022/12/04 14:32:15 - mmengine - INFO - Epoch(train) [8][2740/4451] lr: 2.0367e-02 eta: 0:57:45 time: 0.3271 data_time: 0.0096 memory: 8770 grad_norm: 0.1182 loss: 0.0156 recall@thr=0.5: 0.6985 prec@thr=0.5: 0.8636 recall@top3: 0.8318 prec@top3: 0.7424 recall@top5: 0.9311 prec@top5: 0.5182 loss_action_cls: 0.0156 2022/12/04 14:32:22 - mmengine - INFO - Epoch(train) [8][2760/4451] lr: 2.0296e-02 eta: 0:57:39 time: 0.3276 data_time: 0.0096 memory: 8786 grad_norm: 0.1189 loss: 0.0167 recall@thr=0.5: 0.7860 prec@thr=0.5: 0.9123 recall@top3: 0.8175 prec@top3: 0.7719 recall@top5: 0.9526 prec@top5: 0.5368 loss_action_cls: 0.0167 2022/12/04 14:32:28 - mmengine - INFO - Epoch(train) [8][2780/4451] lr: 2.0225e-02 eta: 0:57:32 time: 0.3268 data_time: 0.0096 memory: 8770 grad_norm: 0.1223 loss: 0.0185 recall@thr=0.5: 0.7391 prec@thr=0.5: 0.7609 recall@top3: 0.9565 prec@top3: 0.6522 recall@top5: 1.0000 prec@top5: 0.4174 loss_action_cls: 0.0185 2022/12/04 14:32:35 - mmengine - INFO - Epoch(train) [8][2800/4451] lr: 2.0154e-02 eta: 0:57:26 time: 0.3284 data_time: 0.0096 memory: 8771 grad_norm: 0.1149 loss: 0.0182 recall@thr=0.5: 0.6556 prec@thr=0.5: 0.8333 recall@top3: 0.8333 prec@top3: 0.6667 recall@top5: 0.9833 prec@top5: 0.5067 loss_action_cls: 0.0182 2022/12/04 14:32:41 - mmengine - INFO - Epoch(train) [8][2820/4451] lr: 2.0084e-02 eta: 0:57:19 time: 0.3277 data_time: 0.0105 memory: 8796 grad_norm: 0.1176 loss: 0.0167 recall@thr=0.5: 0.7167 prec@thr=0.5: 0.8222 recall@top3: 0.9000 prec@top3: 0.6889 recall@top5: 1.0000 prec@top5: 0.4800 loss_action_cls: 0.0167 2022/12/04 14:32:48 - mmengine - INFO - Epoch(train) [8][2840/4451] lr: 2.0013e-02 eta: 0:57:13 time: 0.3270 data_time: 0.0104 memory: 8790 grad_norm: 0.1173 loss: 0.0159 recall@thr=0.5: 0.8667 prec@thr=0.5: 0.7500 recall@top3: 0.9000 prec@top3: 0.4667 recall@top5: 0.9500 prec@top5: 0.2900 loss_action_cls: 0.0159 2022/12/04 14:32:49 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 14:32:55 - mmengine - INFO - Epoch(train) [8][2860/4451] lr: 1.9942e-02 eta: 0:57:06 time: 0.3256 data_time: 0.0100 memory: 8780 grad_norm: 0.1136 loss: 0.0184 recall@thr=0.5: 0.7647 prec@thr=0.5: 0.8627 recall@top3: 0.7794 prec@top3: 0.6078 recall@top5: 0.9412 prec@top5: 0.4471 loss_action_cls: 0.0184 2022/12/04 14:33:01 - mmengine - INFO - Epoch(train) [8][2880/4451] lr: 1.9872e-02 eta: 0:57:00 time: 0.3271 data_time: 0.0096 memory: 8777 grad_norm: 0.1095 loss: 0.0190 recall@thr=0.5: 0.6360 prec@thr=0.5: 0.7281 recall@top3: 0.8070 prec@top3: 0.6316 recall@top5: 0.9254 prec@top5: 0.4421 loss_action_cls: 0.0190 2022/12/04 14:33:08 - mmengine - INFO - Epoch(train) [8][2900/4451] lr: 1.9802e-02 eta: 0:56:53 time: 0.3261 data_time: 0.0097 memory: 8774 grad_norm: 0.1133 loss: 0.0186 recall@thr=0.5: 0.7902 prec@thr=0.5: 0.8725 recall@top3: 0.8549 prec@top3: 0.8039 recall@top5: 0.9706 prec@top5: 0.5765 loss_action_cls: 0.0186 2022/12/04 14:33:14 - mmengine - INFO - Epoch(train) [8][2920/4451] lr: 1.9731e-02 eta: 0:56:46 time: 0.3281 data_time: 0.0105 memory: 8770 grad_norm: 0.1177 loss: 0.0154 recall@thr=0.5: 0.7598 prec@thr=0.5: 0.8333 recall@top3: 0.8676 prec@top3: 0.6078 recall@top5: 0.9510 prec@top5: 0.4118 loss_action_cls: 0.0154 2022/12/04 14:33:21 - mmengine - INFO - Epoch(train) [8][2940/4451] lr: 1.9661e-02 eta: 0:56:40 time: 0.3273 data_time: 0.0100 memory: 8790 grad_norm: 0.1148 loss: 0.0178 recall@thr=0.5: 0.7800 prec@thr=0.5: 0.7533 recall@top3: 0.8300 prec@top3: 0.6400 recall@top5: 0.8733 prec@top5: 0.4160 loss_action_cls: 0.0178 2022/12/04 14:33:27 - mmengine - INFO - Epoch(train) [8][2960/4451] lr: 1.9591e-02 eta: 0:56:33 time: 0.3273 data_time: 0.0099 memory: 8799 grad_norm: 0.1153 loss: 0.0162 recall@thr=0.5: 0.7986 prec@thr=0.5: 0.8056 recall@top3: 0.9097 prec@top3: 0.6806 recall@top5: 0.9792 prec@top5: 0.4500 loss_action_cls: 0.0162 2022/12/04 14:33:34 - mmengine - INFO - Epoch(train) [8][2980/4451] lr: 1.9521e-02 eta: 0:56:27 time: 0.3263 data_time: 0.0095 memory: 8777 grad_norm: 0.1208 loss: 0.0158 recall@thr=0.5: 0.7841 prec@thr=0.5: 0.8371 recall@top3: 0.8750 prec@top3: 0.7273 recall@top5: 0.9697 prec@top5: 0.4727 loss_action_cls: 0.0158 2022/12/04 14:33:40 - mmengine - INFO - Epoch(train) [8][3000/4451] lr: 1.9451e-02 eta: 0:56:20 time: 0.3272 data_time: 0.0099 memory: 8770 grad_norm: 0.1144 loss: 0.0164 recall@thr=0.5: 0.5543 prec@thr=0.5: 0.7681 recall@top3: 0.7754 prec@top3: 0.6377 recall@top5: 0.8768 prec@top5: 0.4435 loss_action_cls: 0.0164 2022/12/04 14:33:47 - mmengine - INFO - Epoch(train) [8][3020/4451] lr: 1.9381e-02 eta: 0:56:14 time: 0.3268 data_time: 0.0107 memory: 8783 grad_norm: 0.1163 loss: 0.0147 recall@thr=0.5: 0.8205 prec@thr=0.5: 0.7949 recall@top3: 0.8974 prec@top3: 0.5641 recall@top5: 0.9359 prec@top5: 0.3538 loss_action_cls: 0.0147 2022/12/04 14:33:53 - mmengine - INFO - Epoch(train) [8][3040/4451] lr: 1.9312e-02 eta: 0:56:07 time: 0.3274 data_time: 0.0097 memory: 8786 grad_norm: 0.1190 loss: 0.0165 recall@thr=0.5: 0.6842 prec@thr=0.5: 0.8070 recall@top3: 0.7895 prec@top3: 0.5965 recall@top5: 0.8947 prec@top5: 0.4211 loss_action_cls: 0.0165 2022/12/04 14:34:00 - mmengine - INFO - Epoch(train) [8][3060/4451] lr: 1.9242e-02 eta: 0:56:01 time: 0.3269 data_time: 0.0113 memory: 8786 grad_norm: 0.1146 loss: 0.0164 recall@thr=0.5: 0.6821 prec@thr=0.5: 0.7617 recall@top3: 0.7654 prec@top3: 0.5309 recall@top5: 0.8981 prec@top5: 0.3852 loss_action_cls: 0.0164 2022/12/04 14:34:07 - mmengine - INFO - Epoch(train) [8][3080/4451] lr: 1.9173e-02 eta: 0:55:54 time: 0.3269 data_time: 0.0100 memory: 8783 grad_norm: 0.1214 loss: 0.0162 recall@thr=0.5: 0.7014 prec@thr=0.5: 0.7500 recall@top3: 0.8232 prec@top3: 0.6957 recall@top5: 0.9486 prec@top5: 0.5043 loss_action_cls: 0.0162 2022/12/04 14:34:13 - mmengine - INFO - Epoch(train) [8][3100/4451] lr: 1.9103e-02 eta: 0:55:48 time: 0.3274 data_time: 0.0099 memory: 8770 grad_norm: 0.1135 loss: 0.0147 recall@thr=0.5: 0.9246 prec@thr=0.5: 0.9365 recall@top3: 0.9008 prec@top3: 0.7778 recall@top5: 1.0000 prec@top5: 0.5333 loss_action_cls: 0.0147 2022/12/04 14:34:20 - mmengine - INFO - Epoch(train) [8][3120/4451] lr: 1.9034e-02 eta: 0:55:41 time: 0.3282 data_time: 0.0097 memory: 8774 grad_norm: 0.1197 loss: 0.0173 recall@thr=0.5: 0.6818 prec@thr=0.5: 0.6955 recall@top3: 0.8106 prec@top3: 0.7273 recall@top5: 0.9303 prec@top5: 0.5273 loss_action_cls: 0.0173 2022/12/04 14:34:26 - mmengine - INFO - Epoch(train) [8][3140/4451] lr: 1.8965e-02 eta: 0:55:35 time: 0.3264 data_time: 0.0098 memory: 8770 grad_norm: 0.1167 loss: 0.0192 recall@thr=0.5: 0.5750 prec@thr=0.5: 0.7396 recall@top3: 0.7542 prec@top3: 0.6250 recall@top5: 0.8479 prec@top5: 0.4250 loss_action_cls: 0.0192 2022/12/04 14:34:33 - mmengine - INFO - Epoch(train) [8][3160/4451] lr: 1.8896e-02 eta: 0:55:28 time: 0.3281 data_time: 0.0095 memory: 8780 grad_norm: 0.1165 loss: 0.0167 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.7315 recall@top3: 0.7917 prec@top3: 0.6667 recall@top5: 0.9028 prec@top5: 0.4556 loss_action_cls: 0.0167 2022/12/04 14:34:39 - mmengine - INFO - Epoch(train) [8][3180/4451] lr: 1.8826e-02 eta: 0:55:22 time: 0.3255 data_time: 0.0100 memory: 8770 grad_norm: 0.1174 loss: 0.0189 recall@thr=0.5: 0.8106 prec@thr=0.5: 0.8636 recall@top3: 0.9015 prec@top3: 0.7273 recall@top5: 0.9697 prec@top5: 0.4818 loss_action_cls: 0.0189 2022/12/04 14:34:46 - mmengine - INFO - Epoch(train) [8][3200/4451] lr: 1.8758e-02 eta: 0:55:15 time: 0.3270 data_time: 0.0099 memory: 8783 grad_norm: 0.1161 loss: 0.0177 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.8833 recall@top3: 0.8208 prec@top3: 0.6500 recall@top5: 0.9583 prec@top5: 0.4700 loss_action_cls: 0.0177 2022/12/04 14:34:52 - mmengine - INFO - Epoch(train) [8][3220/4451] lr: 1.8689e-02 eta: 0:55:09 time: 0.3273 data_time: 0.0096 memory: 8770 grad_norm: 0.1169 loss: 0.0175 recall@thr=0.5: 0.7157 prec@thr=0.5: 0.6618 recall@top3: 0.8137 prec@top3: 0.5294 recall@top5: 0.8627 prec@top5: 0.3412 loss_action_cls: 0.0175 2022/12/04 14:34:59 - mmengine - INFO - Epoch(train) [8][3240/4451] lr: 1.8620e-02 eta: 0:55:02 time: 0.3262 data_time: 0.0110 memory: 8783 grad_norm: 0.1154 loss: 0.0169 recall@thr=0.5: 0.7847 prec@thr=0.5: 0.8819 recall@top3: 0.8264 prec@top3: 0.6528 recall@top5: 0.9444 prec@top5: 0.4500 loss_action_cls: 0.0169 2022/12/04 14:35:05 - mmengine - INFO - Epoch(train) [8][3260/4451] lr: 1.8551e-02 eta: 0:54:55 time: 0.3280 data_time: 0.0099 memory: 8770 grad_norm: 0.1194 loss: 0.0166 recall@thr=0.5: 0.7816 prec@thr=0.5: 0.8103 recall@top3: 0.7989 prec@top3: 0.5977 recall@top5: 0.8851 prec@top5: 0.4138 loss_action_cls: 0.0166 2022/12/04 14:35:12 - mmengine - INFO - Epoch(train) [8][3280/4451] lr: 1.8483e-02 eta: 0:54:49 time: 0.3274 data_time: 0.0107 memory: 8770 grad_norm: 0.1160 loss: 0.0172 recall@thr=0.5: 0.5854 prec@thr=0.5: 0.9375 recall@top3: 0.8354 prec@top3: 0.8125 recall@top5: 0.9750 prec@top5: 0.5875 loss_action_cls: 0.0172 2022/12/04 14:35:18 - mmengine - INFO - Epoch(train) [8][3300/4451] lr: 1.8414e-02 eta: 0:54:42 time: 0.3256 data_time: 0.0097 memory: 8819 grad_norm: 0.1161 loss: 0.0171 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.6481 recall@top3: 0.7500 prec@top3: 0.4815 recall@top5: 0.8704 prec@top5: 0.3444 loss_action_cls: 0.0171 2022/12/04 14:35:25 - mmengine - INFO - Epoch(train) [8][3320/4451] lr: 1.8346e-02 eta: 0:54:36 time: 0.3262 data_time: 0.0106 memory: 8770 grad_norm: 0.1201 loss: 0.0168 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.7037 recall@top3: 0.9167 prec@top3: 0.6296 recall@top5: 1.0000 prec@top5: 0.4333 loss_action_cls: 0.0168 2022/12/04 14:35:32 - mmengine - INFO - Epoch(train) [8][3340/4451] lr: 1.8278e-02 eta: 0:54:29 time: 0.3271 data_time: 0.0104 memory: 8790 grad_norm: 0.1105 loss: 0.0191 recall@thr=0.5: 0.4843 prec@thr=0.5: 0.6373 recall@top3: 0.7196 prec@top3: 0.5686 recall@top5: 0.8588 prec@top5: 0.4471 loss_action_cls: 0.0191 2022/12/04 14:35:38 - mmengine - INFO - Epoch(train) [8][3360/4451] lr: 1.8210e-02 eta: 0:54:23 time: 0.3278 data_time: 0.0096 memory: 8790 grad_norm: 0.1158 loss: 0.0168 recall@thr=0.5: 0.7135 prec@thr=0.5: 0.7698 recall@top3: 0.7675 prec@top3: 0.6508 recall@top5: 1.0000 prec@top5: 0.5143 loss_action_cls: 0.0168 2022/12/04 14:35:45 - mmengine - INFO - Epoch(train) [8][3380/4451] lr: 1.8142e-02 eta: 0:54:16 time: 0.3255 data_time: 0.0125 memory: 8770 grad_norm: 0.1150 loss: 0.0159 recall@thr=0.5: 0.8007 prec@thr=0.5: 0.8442 recall@top3: 0.9420 prec@top3: 0.5507 recall@top5: 1.0000 prec@top5: 0.3739 loss_action_cls: 0.0159 2022/12/04 14:35:51 - mmengine - INFO - Epoch(train) [8][3400/4451] lr: 1.8074e-02 eta: 0:54:10 time: 0.3277 data_time: 0.0096 memory: 8780 grad_norm: 0.1228 loss: 0.0158 recall@thr=0.5: 0.8077 prec@thr=0.5: 0.8462 recall@top3: 0.8526 prec@top3: 0.4615 recall@top5: 0.8974 prec@top5: 0.3077 loss_action_cls: 0.0158 2022/12/04 14:35:58 - mmengine - INFO - Epoch(train) [8][3420/4451] lr: 1.8006e-02 eta: 0:54:03 time: 0.3284 data_time: 0.0099 memory: 8770 grad_norm: 0.1170 loss: 0.0165 recall@thr=0.5: 0.7603 prec@thr=0.5: 0.8929 recall@top3: 0.9127 prec@top3: 0.7143 recall@top5: 0.9413 prec@top5: 0.4571 loss_action_cls: 0.0165 2022/12/04 14:36:04 - mmengine - INFO - Epoch(train) [8][3440/4451] lr: 1.7938e-02 eta: 0:53:57 time: 0.3269 data_time: 0.0093 memory: 8770 grad_norm: 0.1218 loss: 0.0171 recall@thr=0.5: 0.4333 prec@thr=0.5: 0.4444 recall@top3: 0.7333 prec@top3: 0.4444 recall@top5: 0.7667 prec@top5: 0.2933 loss_action_cls: 0.0171 2022/12/04 14:36:11 - mmengine - INFO - Epoch(train) [8][3460/4451] lr: 1.7870e-02 eta: 0:53:50 time: 0.3259 data_time: 0.0098 memory: 8771 grad_norm: 0.1188 loss: 0.0182 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.8194 recall@top3: 0.8542 prec@top3: 0.6806 recall@top5: 0.9375 prec@top5: 0.4583 loss_action_cls: 0.0182 2022/12/04 14:36:17 - mmengine - INFO - Epoch(train) [8][3480/4451] lr: 1.7803e-02 eta: 0:53:44 time: 0.3250 data_time: 0.0108 memory: 8790 grad_norm: 0.1197 loss: 0.0181 recall@thr=0.5: 0.8627 prec@thr=0.5: 0.8922 recall@top3: 0.8922 prec@top3: 0.6863 recall@top5: 0.9608 prec@top5: 0.4588 loss_action_cls: 0.0181 2022/12/04 14:36:24 - mmengine - INFO - Epoch(train) [8][3500/4451] lr: 1.7735e-02 eta: 0:53:37 time: 0.3262 data_time: 0.0093 memory: 8770 grad_norm: 0.1170 loss: 0.0176 recall@thr=0.5: 0.7808 prec@thr=0.5: 0.8782 recall@top3: 0.9013 prec@top3: 0.6923 recall@top5: 0.9923 prec@top5: 0.4769 loss_action_cls: 0.0176 2022/12/04 14:36:30 - mmengine - INFO - Epoch(train) [8][3520/4451] lr: 1.7668e-02 eta: 0:53:31 time: 0.3262 data_time: 0.0093 memory: 8770 grad_norm: 0.1172 loss: 0.0153 recall@thr=0.5: 0.6349 prec@thr=0.5: 0.6746 recall@top3: 0.8730 prec@top3: 0.6984 recall@top5: 0.9286 prec@top5: 0.4571 loss_action_cls: 0.0153 2022/12/04 14:36:37 - mmengine - INFO - Epoch(train) [8][3540/4451] lr: 1.7601e-02 eta: 0:53:24 time: 0.3281 data_time: 0.0109 memory: 8780 grad_norm: 0.1181 loss: 0.0163 recall@thr=0.5: 0.7685 prec@thr=0.5: 0.8333 recall@top3: 0.7963 prec@top3: 0.6296 recall@top5: 0.9444 prec@top5: 0.4667 loss_action_cls: 0.0163 2022/12/04 14:36:43 - mmengine - INFO - Epoch(train) [8][3560/4451] lr: 1.7534e-02 eta: 0:53:18 time: 0.3262 data_time: 0.0097 memory: 8774 grad_norm: 0.1163 loss: 0.0167 recall@thr=0.5: 0.7197 prec@thr=0.5: 0.7538 recall@top3: 0.7500 prec@top3: 0.6515 recall@top5: 0.8939 prec@top5: 0.4727 loss_action_cls: 0.0167 2022/12/04 14:36:50 - mmengine - INFO - Epoch(train) [8][3580/4451] lr: 1.7467e-02 eta: 0:53:11 time: 0.3267 data_time: 0.0096 memory: 8770 grad_norm: 0.1204 loss: 0.0179 recall@thr=0.5: 0.5841 prec@thr=0.5: 0.6377 recall@top3: 0.6754 prec@top3: 0.6087 recall@top5: 0.8812 prec@top5: 0.4957 loss_action_cls: 0.0179 2022/12/04 14:36:57 - mmengine - INFO - Epoch(train) [8][3600/4451] lr: 1.7400e-02 eta: 0:53:04 time: 0.3281 data_time: 0.0095 memory: 8770 grad_norm: 0.1227 loss: 0.0175 recall@thr=0.5: 0.6471 prec@thr=0.5: 0.6912 recall@top3: 0.7255 prec@top3: 0.5686 recall@top5: 0.9412 prec@top5: 0.4118 loss_action_cls: 0.0175 2022/12/04 14:37:03 - mmengine - INFO - Epoch(train) [8][3620/4451] lr: 1.7333e-02 eta: 0:52:58 time: 0.3266 data_time: 0.0096 memory: 8770 grad_norm: 0.1161 loss: 0.0192 recall@thr=0.5: 0.5750 prec@thr=0.5: 0.5833 recall@top3: 0.8250 prec@top3: 0.5333 recall@top5: 0.8750 prec@top5: 0.3400 loss_action_cls: 0.0192 2022/12/04 14:37:10 - mmengine - INFO - Epoch(train) [8][3640/4451] lr: 1.7266e-02 eta: 0:52:51 time: 0.3254 data_time: 0.0095 memory: 8770 grad_norm: 0.1186 loss: 0.0158 recall@thr=0.5: 0.6635 prec@thr=0.5: 0.8013 recall@top3: 0.8429 prec@top3: 0.7436 recall@top5: 0.9615 prec@top5: 0.5231 loss_action_cls: 0.0158 2022/12/04 14:37:16 - mmengine - INFO - Epoch(train) [8][3660/4451] lr: 1.7199e-02 eta: 0:52:45 time: 0.3256 data_time: 0.0097 memory: 8786 grad_norm: 0.1226 loss: 0.0165 recall@thr=0.5: 0.6654 prec@thr=0.5: 0.8846 recall@top3: 0.7699 prec@top3: 0.7692 recall@top5: 0.9744 prec@top5: 0.5923 loss_action_cls: 0.0165 2022/12/04 14:37:23 - mmengine - INFO - Epoch(train) [8][3680/4451] lr: 1.7133e-02 eta: 0:52:38 time: 0.3296 data_time: 0.0109 memory: 8793 grad_norm: 0.1175 loss: 0.0174 recall@thr=0.5: 0.7405 prec@thr=0.5: 0.7095 recall@top3: 0.8214 prec@top3: 0.6857 recall@top5: 0.9524 prec@top5: 0.4800 loss_action_cls: 0.0174 2022/12/04 14:37:29 - mmengine - INFO - Epoch(train) [8][3700/4451] lr: 1.7066e-02 eta: 0:52:32 time: 0.3258 data_time: 0.0100 memory: 8774 grad_norm: 0.1212 loss: 0.0187 recall@thr=0.5: 0.4561 prec@thr=0.5: 0.5175 recall@top3: 0.7281 prec@top3: 0.5439 recall@top5: 0.8421 prec@top5: 0.3895 loss_action_cls: 0.0187 2022/12/04 14:37:36 - mmengine - INFO - Epoch(train) [8][3720/4451] lr: 1.7000e-02 eta: 0:52:25 time: 0.3289 data_time: 0.0095 memory: 8790 grad_norm: 0.1193 loss: 0.0154 recall@thr=0.5: 0.8444 prec@thr=0.5: 0.9333 recall@top3: 0.8722 prec@top3: 0.6889 recall@top5: 0.9333 prec@top5: 0.4533 loss_action_cls: 0.0154 2022/12/04 14:37:42 - mmengine - INFO - Epoch(train) [8][3740/4451] lr: 1.6934e-02 eta: 0:52:19 time: 0.3276 data_time: 0.0105 memory: 8770 grad_norm: 0.1173 loss: 0.0165 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8125 recall@top3: 0.8750 prec@top3: 0.7083 recall@top5: 0.9792 prec@top5: 0.4875 loss_action_cls: 0.0165 2022/12/04 14:37:49 - mmengine - INFO - Epoch(train) [8][3760/4451] lr: 1.6868e-02 eta: 0:52:12 time: 0.3270 data_time: 0.0094 memory: 8771 grad_norm: 0.1144 loss: 0.0165 recall@thr=0.5: 0.5702 prec@thr=0.5: 0.7018 recall@top3: 0.7807 prec@top3: 0.5789 recall@top5: 0.9298 prec@top5: 0.4316 loss_action_cls: 0.0165 2022/12/04 14:37:55 - mmengine - INFO - Epoch(train) [8][3780/4451] lr: 1.6802e-02 eta: 0:52:06 time: 0.3266 data_time: 0.0102 memory: 8770 grad_norm: 0.1149 loss: 0.0163 recall@thr=0.5: 0.7870 prec@thr=0.5: 0.8951 recall@top3: 0.8488 prec@top3: 0.6790 recall@top5: 0.9877 prec@top5: 0.4963 loss_action_cls: 0.0163 2022/12/04 14:38:02 - mmengine - INFO - Epoch(train) [8][3800/4451] lr: 1.6736e-02 eta: 0:51:59 time: 0.3277 data_time: 0.0106 memory: 8809 grad_norm: 0.1175 loss: 0.0179 recall@thr=0.5: 0.6061 prec@thr=0.5: 0.6364 recall@top3: 0.8636 prec@top3: 0.5758 recall@top5: 0.9773 prec@top5: 0.4000 loss_action_cls: 0.0179 2022/12/04 14:38:09 - mmengine - INFO - Epoch(train) [8][3820/4451] lr: 1.6670e-02 eta: 0:51:53 time: 0.3274 data_time: 0.0097 memory: 8770 grad_norm: 0.1173 loss: 0.0164 recall@thr=0.5: 0.6970 prec@thr=0.5: 0.7621 recall@top3: 0.8333 prec@top3: 0.6061 recall@top5: 0.9773 prec@top5: 0.4273 loss_action_cls: 0.0164 2022/12/04 14:38:15 - mmengine - INFO - Epoch(train) [8][3840/4451] lr: 1.6604e-02 eta: 0:51:46 time: 0.3355 data_time: 0.0113 memory: 8806 grad_norm: 0.1189 loss: 0.0156 recall@thr=0.5: 0.6449 prec@thr=0.5: 0.7754 recall@top3: 0.8188 prec@top3: 0.7101 recall@top5: 0.9565 prec@top5: 0.4957 loss_action_cls: 0.0156 2022/12/04 14:38:16 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 14:38:22 - mmengine - INFO - Epoch(train) [8][3860/4451] lr: 1.6539e-02 eta: 0:51:40 time: 0.3281 data_time: 0.0102 memory: 8770 grad_norm: 0.1184 loss: 0.0161 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.7250 recall@top3: 0.8083 prec@top3: 0.5500 recall@top5: 0.9000 prec@top5: 0.3600 loss_action_cls: 0.0161 2022/12/04 14:38:28 - mmengine - INFO - Epoch(train) [8][3880/4451] lr: 1.6473e-02 eta: 0:51:33 time: 0.3270 data_time: 0.0096 memory: 8770 grad_norm: 0.1171 loss: 0.0156 recall@thr=0.5: 0.6316 prec@thr=0.5: 0.7281 recall@top3: 0.7807 prec@top3: 0.6491 recall@top5: 0.9123 prec@top5: 0.4737 loss_action_cls: 0.0156 2022/12/04 14:38:35 - mmengine - INFO - Epoch(train) [8][3900/4451] lr: 1.6408e-02 eta: 0:51:27 time: 0.3276 data_time: 0.0114 memory: 8770 grad_norm: 0.1160 loss: 0.0162 recall@thr=0.5: 0.8500 prec@thr=0.5: 0.8125 recall@top3: 0.8833 prec@top3: 0.6667 recall@top5: 0.9667 prec@top5: 0.4500 loss_action_cls: 0.0162 2022/12/04 14:38:42 - mmengine - INFO - Epoch(train) [8][3920/4451] lr: 1.6342e-02 eta: 0:51:20 time: 0.3279 data_time: 0.0123 memory: 8839 grad_norm: 0.1208 loss: 0.0153 recall@thr=0.5: 0.7448 prec@thr=0.5: 0.7062 recall@top3: 0.7812 prec@top3: 0.6250 recall@top5: 1.0000 prec@top5: 0.5000 loss_action_cls: 0.0153 2022/12/04 14:38:48 - mmengine - INFO - Epoch(train) [8][3940/4451] lr: 1.6277e-02 eta: 0:51:14 time: 0.3276 data_time: 0.0095 memory: 8770 grad_norm: 0.1192 loss: 0.0178 recall@thr=0.5: 0.7556 prec@thr=0.5: 0.8889 recall@top3: 0.9111 prec@top3: 0.6444 recall@top5: 0.9667 prec@top5: 0.4133 loss_action_cls: 0.0178 2022/12/04 14:38:55 - mmengine - INFO - Epoch(train) [8][3960/4451] lr: 1.6212e-02 eta: 0:51:07 time: 0.3278 data_time: 0.0102 memory: 8796 grad_norm: 0.1176 loss: 0.0179 recall@thr=0.5: 0.6923 prec@thr=0.5: 0.8077 recall@top3: 0.8462 prec@top3: 0.4359 recall@top5: 0.9231 prec@top5: 0.2769 loss_action_cls: 0.0179 2022/12/04 14:39:01 - mmengine - INFO - Epoch(train) [8][3980/4451] lr: 1.6147e-02 eta: 0:51:00 time: 0.3278 data_time: 0.0102 memory: 8771 grad_norm: 0.1183 loss: 0.0156 recall@thr=0.5: 0.8561 prec@thr=0.5: 0.9394 recall@top3: 0.9129 prec@top3: 0.7879 recall@top5: 1.0000 prec@top5: 0.5364 loss_action_cls: 0.0156 2022/12/04 14:39:08 - mmengine - INFO - Epoch(train) [8][4000/4451] lr: 1.6082e-02 eta: 0:50:54 time: 0.3279 data_time: 0.0104 memory: 8777 grad_norm: 0.1196 loss: 0.0160 recall@thr=0.5: 0.7556 prec@thr=0.5: 0.7889 recall@top3: 0.8889 prec@top3: 0.6444 recall@top5: 1.0000 prec@top5: 0.4400 loss_action_cls: 0.0160 2022/12/04 14:39:14 - mmengine - INFO - Epoch(train) [8][4020/4451] lr: 1.6018e-02 eta: 0:50:47 time: 0.3276 data_time: 0.0095 memory: 8770 grad_norm: 0.1181 loss: 0.0158 recall@thr=0.5: 0.6884 prec@thr=0.5: 0.7754 recall@top3: 0.8913 prec@top3: 0.7391 recall@top5: 0.9855 prec@top5: 0.5043 loss_action_cls: 0.0158 2022/12/04 14:39:21 - mmengine - INFO - Epoch(train) [8][4040/4451] lr: 1.5953e-02 eta: 0:50:41 time: 0.3290 data_time: 0.0112 memory: 8770 grad_norm: 0.1206 loss: 0.0160 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.7421 recall@top3: 0.8889 prec@top3: 0.6032 recall@top5: 1.0000 prec@top5: 0.4190 loss_action_cls: 0.0160 2022/12/04 14:39:27 - mmengine - INFO - Epoch(train) [8][4060/4451] lr: 1.5888e-02 eta: 0:50:34 time: 0.3278 data_time: 0.0096 memory: 8786 grad_norm: 0.1167 loss: 0.0148 recall@thr=0.5: 0.7801 prec@thr=0.5: 0.7639 recall@top3: 0.8009 prec@top3: 0.6574 recall@top5: 0.8843 prec@top5: 0.4444 loss_action_cls: 0.0148 2022/12/04 14:39:34 - mmengine - INFO - Epoch(train) [8][4080/4451] lr: 1.5824e-02 eta: 0:50:28 time: 0.3340 data_time: 0.0095 memory: 8770 grad_norm: 0.1145 loss: 0.0163 recall@thr=0.5: 0.7544 prec@thr=0.5: 0.8246 recall@top3: 0.9298 prec@top3: 0.6140 recall@top5: 0.9474 prec@top5: 0.3789 loss_action_cls: 0.0163 2022/12/04 14:39:41 - mmengine - INFO - Epoch(train) [8][4100/4451] lr: 1.5760e-02 eta: 0:50:21 time: 0.3272 data_time: 0.0106 memory: 8770 grad_norm: 0.1153 loss: 0.0130 recall@thr=0.5: 0.8583 prec@thr=0.5: 0.8458 recall@top3: 0.8500 prec@top3: 0.7167 recall@top5: 0.9833 prec@top5: 0.5000 loss_action_cls: 0.0130 2022/12/04 14:39:47 - mmengine - INFO - Epoch(train) [8][4120/4451] lr: 1.5695e-02 eta: 0:50:15 time: 0.3266 data_time: 0.0097 memory: 8829 grad_norm: 0.1204 loss: 0.0176 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.9778 recall@top3: 0.9000 prec@top3: 0.7333 recall@top5: 0.9833 prec@top5: 0.4933 loss_action_cls: 0.0176 2022/12/04 14:39:54 - mmengine - INFO - Epoch(train) [8][4140/4451] lr: 1.5631e-02 eta: 0:50:08 time: 0.3280 data_time: 0.0104 memory: 8771 grad_norm: 0.1127 loss: 0.0153 recall@thr=0.5: 0.7146 prec@thr=0.5: 0.7292 recall@top3: 0.7833 prec@top3: 0.6875 recall@top5: 1.0000 prec@top5: 0.5375 loss_action_cls: 0.0153 2022/12/04 14:40:00 - mmengine - INFO - Epoch(train) [8][4160/4451] lr: 1.5567e-02 eta: 0:50:02 time: 0.3272 data_time: 0.0094 memory: 8777 grad_norm: 0.1221 loss: 0.0159 recall@thr=0.5: 0.7895 prec@thr=0.5: 0.9474 recall@top3: 0.8772 prec@top3: 0.6140 recall@top5: 0.9825 prec@top5: 0.4211 loss_action_cls: 0.0159 2022/12/04 14:40:07 - mmengine - INFO - Epoch(train) [8][4180/4451] lr: 1.5503e-02 eta: 0:49:55 time: 0.3279 data_time: 0.0097 memory: 8793 grad_norm: 0.1177 loss: 0.0167 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.8437 recall@top3: 0.9583 prec@top3: 0.7708 recall@top5: 0.9583 prec@top5: 0.4625 loss_action_cls: 0.0167 2022/12/04 14:40:13 - mmengine - INFO - Epoch(train) [8][4200/4451] lr: 1.5439e-02 eta: 0:49:49 time: 0.3261 data_time: 0.0095 memory: 8783 grad_norm: 0.1101 loss: 0.0166 recall@thr=0.5: 0.8021 prec@thr=0.5: 0.7986 recall@top3: 0.8299 prec@top3: 0.7222 recall@top5: 0.9618 prec@top5: 0.5250 loss_action_cls: 0.0166 2022/12/04 14:40:20 - mmengine - INFO - Epoch(train) [8][4220/4451] lr: 1.5376e-02 eta: 0:49:42 time: 0.3280 data_time: 0.0105 memory: 8796 grad_norm: 0.1205 loss: 0.0163 recall@thr=0.5: 0.7389 prec@thr=0.5: 0.7406 recall@top3: 0.8306 prec@top3: 0.6667 recall@top5: 0.9222 prec@top5: 0.4467 loss_action_cls: 0.0163 2022/12/04 14:40:26 - mmengine - INFO - Epoch(train) [8][4240/4451] lr: 1.5312e-02 eta: 0:49:36 time: 0.3262 data_time: 0.0107 memory: 8771 grad_norm: 0.1256 loss: 0.0164 recall@thr=0.5: 0.5900 prec@thr=0.5: 0.7667 recall@top3: 0.7100 prec@top3: 0.6400 recall@top5: 0.8900 prec@top5: 0.5120 loss_action_cls: 0.0164 2022/12/04 14:40:33 - mmengine - INFO - Epoch(train) [8][4260/4451] lr: 1.5249e-02 eta: 0:49:29 time: 0.3273 data_time: 0.0097 memory: 8777 grad_norm: 0.1202 loss: 0.0179 recall@thr=0.5: 0.7654 prec@thr=0.5: 0.7716 recall@top3: 0.8426 prec@top3: 0.7284 recall@top5: 0.9537 prec@top5: 0.5111 loss_action_cls: 0.0179 2022/12/04 14:40:40 - mmengine - INFO - Epoch(train) [8][4280/4451] lr: 1.5185e-02 eta: 0:49:23 time: 0.3274 data_time: 0.0098 memory: 8780 grad_norm: 0.1140 loss: 0.0175 recall@thr=0.5: 0.7786 prec@thr=0.5: 0.8047 recall@top3: 0.8203 prec@top3: 0.7500 recall@top5: 0.9609 prec@top5: 0.5375 loss_action_cls: 0.0175 2022/12/04 14:40:46 - mmengine - INFO - Epoch(train) [8][4300/4451] lr: 1.5122e-02 eta: 0:49:16 time: 0.3255 data_time: 0.0095 memory: 8770 grad_norm: 0.1154 loss: 0.0191 recall@thr=0.5: 0.8083 prec@thr=0.5: 0.8417 recall@top3: 0.9083 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4600 loss_action_cls: 0.0191 2022/12/04 14:40:53 - mmengine - INFO - Epoch(train) [8][4320/4451] lr: 1.5059e-02 eta: 0:49:10 time: 0.3263 data_time: 0.0108 memory: 8839 grad_norm: 0.1212 loss: 0.0194 recall@thr=0.5: 0.7071 prec@thr=0.5: 0.8131 recall@top3: 0.8131 prec@top3: 0.6970 recall@top5: 0.9394 prec@top5: 0.5030 loss_action_cls: 0.0194 2022/12/04 14:40:59 - mmengine - INFO - Epoch(train) [8][4340/4451] lr: 1.4996e-02 eta: 0:49:03 time: 0.3276 data_time: 0.0095 memory: 8793 grad_norm: 0.1195 loss: 0.0171 recall@thr=0.5: 0.5860 prec@thr=0.5: 0.6075 recall@top3: 0.7581 prec@top3: 0.4301 recall@top5: 0.9032 prec@top5: 0.3032 loss_action_cls: 0.0171 2022/12/04 14:41:06 - mmengine - INFO - Epoch(train) [8][4360/4451] lr: 1.4933e-02 eta: 0:48:56 time: 0.3268 data_time: 0.0094 memory: 8770 grad_norm: 0.1186 loss: 0.0178 recall@thr=0.5: 0.6930 prec@thr=0.5: 0.7237 recall@top3: 0.7675 prec@top3: 0.6316 recall@top5: 0.8509 prec@top5: 0.4316 loss_action_cls: 0.0178 2022/12/04 14:41:12 - mmengine - INFO - Epoch(train) [8][4380/4451] lr: 1.4870e-02 eta: 0:48:50 time: 0.3263 data_time: 0.0094 memory: 8783 grad_norm: 0.1190 loss: 0.0197 recall@thr=0.5: 0.5528 prec@thr=0.5: 0.6481 recall@top3: 0.6639 prec@top3: 0.5926 recall@top5: 0.7750 prec@top5: 0.3889 loss_action_cls: 0.0197 2022/12/04 14:41:19 - mmengine - INFO - Epoch(train) [8][4400/4451] lr: 1.4807e-02 eta: 0:48:43 time: 0.3279 data_time: 0.0094 memory: 8774 grad_norm: 0.1129 loss: 0.0164 recall@thr=0.5: 0.8421 prec@thr=0.5: 0.8947 recall@top3: 0.8684 prec@top3: 0.5614 recall@top5: 1.0000 prec@top5: 0.3789 loss_action_cls: 0.0164 2022/12/04 14:41:25 - mmengine - INFO - Epoch(train) [8][4420/4451] lr: 1.4745e-02 eta: 0:48:37 time: 0.3278 data_time: 0.0102 memory: 8780 grad_norm: 0.1169 loss: 0.0152 recall@thr=0.5: 0.8967 prec@thr=0.5: 0.8400 recall@top3: 0.9633 prec@top3: 0.6533 recall@top5: 0.9633 prec@top5: 0.3920 loss_action_cls: 0.0152 2022/12/04 14:41:32 - mmengine - INFO - Epoch(train) [8][4440/4451] lr: 1.4682e-02 eta: 0:48:30 time: 0.3267 data_time: 0.0101 memory: 8780 grad_norm: 0.1189 loss: 0.0175 recall@thr=0.5: 0.5159 prec@thr=0.5: 0.6111 recall@top3: 0.7381 prec@top3: 0.4762 recall@top5: 0.9405 prec@top5: 0.4000 loss_action_cls: 0.0175 2022/12/04 14:41:35 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 14:41:35 - mmengine - INFO - Epoch(train) [8][4451/4451] lr: 1.4648e-02 eta: 0:48:27 time: 0.3223 data_time: 0.0099 memory: 8770 grad_norm: 0.1223 loss: 0.0164 recall@thr=0.5: 0.7167 prec@thr=0.5: 1.0000 recall@top3: 0.9000 prec@top3: 0.6000 recall@top5: 0.9667 prec@top5: 0.4000 loss_action_cls: 0.0164 2022/12/04 14:41:35 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/12/04 14:41:42 - mmengine - INFO - Epoch(val) [8][ 20/6282] eta: 0:04:39 time: 0.0447 data_time: 0.0067 memory: 922 2022/12/04 14:41:42 - mmengine - INFO - Epoch(val) [8][ 40/6282] eta: 0:04:20 time: 0.0389 data_time: 0.0038 memory: 922 2022/12/04 14:41:43 - mmengine - INFO - Epoch(val) [8][ 60/6282] eta: 0:04:11 time: 0.0378 data_time: 0.0041 memory: 922 2022/12/04 14:41:44 - mmengine - INFO - Epoch(val) [8][ 80/6282] eta: 0:04:09 time: 0.0397 data_time: 0.0050 memory: 922 2022/12/04 14:41:45 - mmengine - INFO - Epoch(val) [8][ 100/6282] eta: 0:04:10 time: 0.0414 data_time: 0.0041 memory: 922 2022/12/04 14:41:46 - mmengine - INFO - Epoch(val) [8][ 120/6282] eta: 0:04:17 time: 0.0478 data_time: 0.0065 memory: 993 2022/12/04 14:41:47 - mmengine - INFO - Epoch(val) [8][ 140/6282] eta: 0:04:20 time: 0.0464 data_time: 0.0041 memory: 993 2022/12/04 14:41:48 - mmengine - INFO 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time: 0.0433 data_time: 0.0044 memory: 938 2022/12/04 14:42:03 - mmengine - INFO - Epoch(val) [8][ 500/6282] eta: 0:04:18 time: 0.0434 data_time: 0.0042 memory: 938 2022/12/04 14:42:04 - mmengine - INFO - Epoch(val) [8][ 520/6282] eta: 0:04:17 time: 0.0440 data_time: 0.0061 memory: 934 2022/12/04 14:42:05 - mmengine - INFO - Epoch(val) [8][ 540/6282] eta: 0:04:15 time: 0.0414 data_time: 0.0053 memory: 934 2022/12/04 14:42:06 - mmengine - INFO - Epoch(val) [8][ 560/6282] eta: 0:04:15 time: 0.0453 data_time: 0.0050 memory: 934 2022/12/04 14:42:07 - mmengine - INFO - Epoch(val) [8][ 580/6282] eta: 0:04:15 time: 0.0526 data_time: 0.0066 memory: 934 2022/12/04 14:42:08 - mmengine - INFO - Epoch(val) [8][ 600/6282] eta: 0:04:16 time: 0.0533 data_time: 0.0089 memory: 934 2022/12/04 14:42:09 - mmengine - INFO - Epoch(val) [8][ 620/6282] eta: 0:04:16 time: 0.0526 data_time: 0.0094 memory: 934 2022/12/04 14:42:10 - mmengine - INFO - Epoch(val) [8][ 640/6282] eta: 0:04:17 time: 0.0537 data_time: 0.0104 memory: 931 2022/12/04 14:42:11 - mmengine - INFO - Epoch(val) [8][ 660/6282] eta: 0:04:17 time: 0.0521 data_time: 0.0083 memory: 931 2022/12/04 14:42:12 - mmengine - INFO - Epoch(val) [8][ 680/6282] eta: 0:04:16 time: 0.0435 data_time: 0.0039 memory: 931 2022/12/04 14:42:13 - mmengine - INFO - Epoch(val) [8][ 700/6282] eta: 0:04:15 time: 0.0432 data_time: 0.0067 memory: 931 2022/12/04 14:42:14 - mmengine - INFO - Epoch(val) [8][ 720/6282] eta: 0:04:14 time: 0.0490 data_time: 0.0077 memory: 993 2022/12/04 14:42:15 - mmengine - INFO - Epoch(val) [8][ 740/6282] eta: 0:04:14 time: 0.0501 data_time: 0.0048 memory: 993 2022/12/04 14:42:16 - mmengine - INFO - Epoch(val) [8][ 760/6282] eta: 0:04:13 time: 0.0484 data_time: 0.0055 memory: 993 2022/12/04 14:42:17 - mmengine - INFO - Epoch(val) [8][ 780/6282] eta: 0:04:13 time: 0.0511 data_time: 0.0052 memory: 993 2022/12/04 14:42:18 - mmengine - INFO - Epoch(val) [8][ 800/6282] eta: 0:04:13 time: 0.0507 data_time: 0.0038 memory: 993 2022/12/04 14:42:19 - mmengine - INFO - Epoch(val) [8][ 820/6282] eta: 0:04:13 time: 0.0520 data_time: 0.0074 memory: 993 2022/12/04 14:42:20 - mmengine - INFO - Epoch(val) [8][ 840/6282] eta: 0:04:11 time: 0.0425 data_time: 0.0055 memory: 934 2022/12/04 14:42:21 - mmengine - INFO - Epoch(val) [8][ 860/6282] eta: 0:04:10 time: 0.0446 data_time: 0.0061 memory: 934 2022/12/04 14:42:22 - mmengine - INFO - Epoch(val) [8][ 880/6282] eta: 0:04:09 time: 0.0444 data_time: 0.0047 memory: 934 2022/12/04 14:42:23 - mmengine - INFO - Epoch(val) [8][ 900/6282] eta: 0:04:08 time: 0.0446 data_time: 0.0050 memory: 934 2022/12/04 14:42:23 - mmengine - INFO - Epoch(val) [8][ 920/6282] eta: 0:04:07 time: 0.0429 data_time: 0.0054 memory: 934 2022/12/04 14:42:24 - mmengine - INFO - Epoch(val) [8][ 940/6282] eta: 0:04:05 time: 0.0414 data_time: 0.0055 memory: 922 2022/12/04 14:42:25 - mmengine - INFO - Epoch(val) [8][ 960/6282] eta: 0:04:04 time: 0.0445 data_time: 0.0067 memory: 922 2022/12/04 14:42:26 - mmengine - INFO - Epoch(val) [8][ 980/6282] eta: 0:04:03 time: 0.0428 data_time: 0.0053 memory: 922 2022/12/04 14:42:27 - mmengine - INFO - Epoch(val) [8][1000/6282] eta: 0:04:01 time: 0.0399 data_time: 0.0039 memory: 922 2022/12/04 14:42:28 - mmengine - INFO - Epoch(val) [8][1020/6282] eta: 0:04:00 time: 0.0427 data_time: 0.0061 memory: 934 2022/12/04 14:42:29 - mmengine - INFO - Epoch(val) [8][1040/6282] eta: 0:03:59 time: 0.0420 data_time: 0.0044 memory: 934 2022/12/04 14:42:29 - mmengine - INFO - Epoch(val) [8][1060/6282] eta: 0:03:58 time: 0.0452 data_time: 0.0053 memory: 934 2022/12/04 14:42:30 - mmengine - INFO - Epoch(val) [8][1080/6282] eta: 0:03:57 time: 0.0495 data_time: 0.0083 memory: 934 2022/12/04 14:42:31 - mmengine - INFO - Epoch(val) [8][1100/6282] eta: 0:03:57 time: 0.0509 data_time: 0.0063 memory: 934 2022/12/04 14:42:32 - mmengine - INFO - Epoch(val) [8][1120/6282] eta: 0:03:56 time: 0.0504 data_time: 0.0069 memory: 934 2022/12/04 14:42:34 - mmengine - INFO - Epoch(val) [8][1140/6282] eta: 0:03:56 time: 0.0526 data_time: 0.0073 memory: 934 2022/12/04 14:42:35 - mmengine - INFO - Epoch(val) [8][1160/6282] eta: 0:03:55 time: 0.0489 data_time: 0.0070 memory: 934 2022/12/04 14:42:35 - mmengine - INFO - Epoch(val) [8][1180/6282] eta: 0:03:55 time: 0.0483 data_time: 0.0058 memory: 934 2022/12/04 14:42:37 - mmengine - INFO - Epoch(val) [8][1200/6282] eta: 0:03:54 time: 0.0546 data_time: 0.0087 memory: 934 2022/12/04 14:42:38 - mmengine - INFO - Epoch(val) [8][1220/6282] eta: 0:03:54 time: 0.0507 data_time: 0.0056 memory: 934 2022/12/04 14:42:39 - mmengine - INFO - Epoch(val) [8][1240/6282] eta: 0:03:54 time: 0.0608 data_time: 0.0149 memory: 993 2022/12/04 14:42:40 - mmengine - INFO - Epoch(val) [8][1260/6282] eta: 0:03:54 time: 0.0619 data_time: 0.0064 memory: 993 2022/12/04 14:42:41 - mmengine - INFO - Epoch(val) [8][1280/6282] eta: 0:03:54 time: 0.0573 data_time: 0.0081 memory: 993 2022/12/04 14:42:42 - mmengine - INFO - Epoch(val) [8][1300/6282] eta: 0:03:54 time: 0.0543 data_time: 0.0083 memory: 993 2022/12/04 14:42:43 - mmengine - INFO - Epoch(val) [8][1320/6282] eta: 0:03:53 time: 0.0483 data_time: 0.0042 memory: 993 2022/12/04 14:42:44 - mmengine - INFO - Epoch(val) [8][1340/6282] eta: 0:03:52 time: 0.0464 data_time: 0.0039 memory: 993 2022/12/04 14:42:45 - mmengine - INFO - Epoch(val) [8][1360/6282] eta: 0:03:51 time: 0.0466 data_time: 0.0042 memory: 993 2022/12/04 14:42:46 - mmengine - INFO - Epoch(val) [8][1380/6282] eta: 0:03:50 time: 0.0457 data_time: 0.0054 memory: 993 2022/12/04 14:42:47 - mmengine - INFO - Epoch(val) [8][1400/6282] eta: 0:03:49 time: 0.0448 data_time: 0.0041 memory: 993 2022/12/04 14:42:48 - mmengine - INFO - Epoch(val) [8][1420/6282] eta: 0:03:48 time: 0.0442 data_time: 0.0050 memory: 993 2022/12/04 14:42:49 - mmengine - INFO - Epoch(val) [8][1440/6282] eta: 0:03:47 time: 0.0432 data_time: 0.0034 memory: 993 2022/12/04 14:42:50 - mmengine - INFO - Epoch(val) [8][1460/6282] eta: 0:03:45 time: 0.0440 data_time: 0.0039 memory: 993 2022/12/04 14:42:51 - mmengine - INFO - Epoch(val) [8][1480/6282] eta: 0:03:44 time: 0.0438 data_time: 0.0032 memory: 993 2022/12/04 14:42:51 - mmengine - INFO - Epoch(val) [8][1500/6282] eta: 0:03:43 time: 0.0429 data_time: 0.0049 memory: 993 2022/12/04 14:42:52 - mmengine - INFO - Epoch(val) [8][1520/6282] eta: 0:03:42 time: 0.0452 data_time: 0.0047 memory: 1080 2022/12/04 14:42:53 - mmengine - INFO - Epoch(val) [8][1540/6282] eta: 0:03:41 time: 0.0502 data_time: 0.0037 memory: 1080 2022/12/04 14:42:54 - mmengine - INFO - Epoch(val) [8][1560/6282] eta: 0:03:41 time: 0.0506 data_time: 0.0041 memory: 1080 2022/12/04 14:42:55 - mmengine - INFO - Epoch(val) [8][1580/6282] eta: 0:03:40 time: 0.0497 data_time: 0.0042 memory: 1080 2022/12/04 14:42:56 - mmengine - INFO - Epoch(val) [8][1600/6282] eta: 0:03:39 time: 0.0500 data_time: 0.0040 memory: 1080 2022/12/04 14:42:57 - mmengine - INFO - Epoch(val) [8][1620/6282] eta: 0:03:38 time: 0.0501 data_time: 0.0042 memory: 1080 2022/12/04 14:42:58 - mmengine - INFO - Epoch(val) [8][1640/6282] eta: 0:03:37 time: 0.0429 data_time: 0.0043 memory: 993 2022/12/04 14:42:59 - mmengine - INFO - Epoch(val) [8][1660/6282] eta: 0:03:36 time: 0.0440 data_time: 0.0043 memory: 993 2022/12/04 14:43:00 - mmengine - INFO - Epoch(val) [8][1680/6282] eta: 0:03:35 time: 0.0440 data_time: 0.0032 memory: 993 2022/12/04 14:43:01 - mmengine - INFO - Epoch(val) [8][1700/6282] eta: 0:03:34 time: 0.0478 data_time: 0.0044 memory: 993 2022/12/04 14:43:02 - mmengine - INFO - Epoch(val) [8][1720/6282] eta: 0:03:34 time: 0.0568 data_time: 0.0069 memory: 993 2022/12/04 14:43:03 - mmengine - INFO - Epoch(val) [8][1740/6282] eta: 0:03:33 time: 0.0551 data_time: 0.0071 memory: 993 2022/12/04 14:43:04 - mmengine - INFO - Epoch(val) [8][1760/6282] eta: 0:03:33 time: 0.0552 data_time: 0.0048 memory: 993 2022/12/04 14:43:06 - mmengine - INFO - Epoch(val) [8][1780/6282] eta: 0:03:33 time: 0.0629 data_time: 0.0102 memory: 993 2022/12/04 14:43:07 - mmengine - INFO - Epoch(val) [8][1800/6282] eta: 0:03:32 time: 0.0520 data_time: 0.0068 memory: 993 2022/12/04 14:43:08 - mmengine - INFO - Epoch(val) [8][1820/6282] eta: 0:03:31 time: 0.0462 data_time: 0.0036 memory: 993 2022/12/04 14:43:09 - mmengine - INFO - Epoch(val) [8][1840/6282] eta: 0:03:30 time: 0.0562 data_time: 0.0063 memory: 993 2022/12/04 14:43:10 - mmengine - INFO - Epoch(val) [8][1860/6282] eta: 0:03:30 time: 0.0511 data_time: 0.0054 memory: 993 2022/12/04 14:43:11 - mmengine - INFO - Epoch(val) [8][1880/6282] eta: 0:03:29 time: 0.0490 data_time: 0.0051 memory: 993 2022/12/04 14:43:12 - mmengine - INFO - Epoch(val) [8][1900/6282] eta: 0:03:28 time: 0.0471 data_time: 0.0041 memory: 993 2022/12/04 14:43:13 - mmengine - INFO - Epoch(val) [8][1920/6282] eta: 0:03:27 time: 0.0489 data_time: 0.0047 memory: 993 2022/12/04 14:43:14 - mmengine - INFO - Epoch(val) [8][1940/6282] eta: 0:03:26 time: 0.0463 data_time: 0.0048 memory: 993 2022/12/04 14:43:14 - mmengine - INFO - Epoch(val) [8][1960/6282] eta: 0:03:25 time: 0.0447 data_time: 0.0068 memory: 938 2022/12/04 14:43:15 - mmengine - INFO - Epoch(val) [8][1980/6282] eta: 0:03:24 time: 0.0427 data_time: 0.0065 memory: 938 2022/12/04 14:43:16 - mmengine - INFO - Epoch(val) [8][2000/6282] eta: 0:03:22 time: 0.0416 data_time: 0.0053 memory: 938 2022/12/04 14:43:17 - mmengine - INFO - Epoch(val) [8][2020/6282] eta: 0:03:21 time: 0.0415 data_time: 0.0051 memory: 938 2022/12/04 14:43:18 - mmengine - INFO - Epoch(val) [8][2040/6282] eta: 0:03:20 time: 0.0442 data_time: 0.0065 memory: 938 2022/12/04 14:43:19 - mmengine - INFO - Epoch(val) [8][2060/6282] eta: 0:03:19 time: 0.0427 data_time: 0.0061 memory: 938 2022/12/04 14:43:20 - mmengine - INFO - Epoch(val) [8][2080/6282] eta: 0:03:18 time: 0.0446 data_time: 0.0066 memory: 938 2022/12/04 14:43:21 - mmengine - INFO - Epoch(val) [8][2100/6282] eta: 0:03:17 time: 0.0450 data_time: 0.0065 memory: 938 2022/12/04 14:43:21 - mmengine - INFO - Epoch(val) [8][2120/6282] eta: 0:03:16 time: 0.0444 data_time: 0.0053 memory: 938 2022/12/04 14:43:22 - mmengine - INFO - Epoch(val) [8][2140/6282] eta: 0:03:15 time: 0.0421 data_time: 0.0034 memory: 938 2022/12/04 14:43:23 - mmengine - INFO - Epoch(val) [8][2160/6282] eta: 0:03:14 time: 0.0454 data_time: 0.0067 memory: 934 2022/12/04 14:43:24 - mmengine - INFO - Epoch(val) [8][2180/6282] eta: 0:03:13 time: 0.0420 data_time: 0.0050 memory: 934 2022/12/04 14:43:25 - mmengine - INFO - Epoch(val) [8][2200/6282] eta: 0:03:11 time: 0.0428 data_time: 0.0052 memory: 934 2022/12/04 14:43:26 - mmengine - INFO - Epoch(val) [8][2220/6282] eta: 0:03:10 time: 0.0423 data_time: 0.0046 memory: 934 2022/12/04 14:43:27 - mmengine - INFO - Epoch(val) [8][2240/6282] eta: 0:03:09 time: 0.0442 data_time: 0.0050 memory: 934 2022/12/04 14:43:28 - mmengine - INFO - Epoch(val) [8][2260/6282] eta: 0:03:08 time: 0.0442 data_time: 0.0064 memory: 938 2022/12/04 14:43:28 - mmengine - INFO - Epoch(val) [8][2280/6282] eta: 0:03:07 time: 0.0439 data_time: 0.0052 memory: 938 2022/12/04 14:43:29 - mmengine - INFO - Epoch(val) [8][2300/6282] eta: 0:03:06 time: 0.0432 data_time: 0.0066 memory: 938 2022/12/04 14:43:30 - mmengine - INFO - Epoch(val) [8][2320/6282] eta: 0:03:05 time: 0.0423 data_time: 0.0032 memory: 938 2022/12/04 14:43:31 - mmengine - INFO - Epoch(val) [8][2340/6282] eta: 0:03:04 time: 0.0449 data_time: 0.0060 memory: 938 2022/12/04 14:43:32 - mmengine - INFO - Epoch(val) [8][2360/6282] eta: 0:03:03 time: 0.0430 data_time: 0.0056 memory: 934 2022/12/04 14:43:33 - mmengine - INFO - Epoch(val) [8][2380/6282] eta: 0:03:02 time: 0.0419 data_time: 0.0050 memory: 934 2022/12/04 14:43:34 - mmengine - INFO - Epoch(val) [8][2400/6282] eta: 0:03:01 time: 0.0455 data_time: 0.0058 memory: 934 2022/12/04 14:43:35 - mmengine - INFO - Epoch(val) [8][2420/6282] eta: 0:03:00 time: 0.0549 data_time: 0.0072 memory: 934 2022/12/04 14:43:36 - mmengine - INFO - Epoch(val) [8][2440/6282] eta: 0:02:59 time: 0.0516 data_time: 0.0077 memory: 934 2022/12/04 14:43:37 - mmengine - INFO - Epoch(val) [8][2460/6282] eta: 0:02:59 time: 0.0594 data_time: 0.0073 memory: 993 2022/12/04 14:43:38 - mmengine - INFO - Epoch(val) [8][2480/6282] eta: 0:02:58 time: 0.0551 data_time: 0.0045 memory: 993 2022/12/04 14:43:39 - mmengine - INFO - Epoch(val) [8][2500/6282] eta: 0:02:58 time: 0.0589 data_time: 0.0099 memory: 993 2022/12/04 14:43:40 - mmengine - INFO - Epoch(val) [8][2520/6282] eta: 0:02:57 time: 0.0515 data_time: 0.0061 memory: 993 2022/12/04 14:43:41 - mmengine - INFO - Epoch(val) [8][2540/6282] eta: 0:02:56 time: 0.0468 data_time: 0.0054 memory: 993 2022/12/04 14:43:42 - mmengine - INFO - Epoch(val) [8][2560/6282] eta: 0:02:55 time: 0.0466 data_time: 0.0041 memory: 993 2022/12/04 14:43:43 - mmengine - INFO - Epoch(val) [8][2580/6282] eta: 0:02:54 time: 0.0452 data_time: 0.0036 memory: 993 2022/12/04 14:43:44 - mmengine - INFO - Epoch(val) [8][2600/6282] eta: 0:02:53 time: 0.0460 data_time: 0.0042 memory: 993 2022/12/04 14:43:45 - mmengine - INFO - Epoch(val) [8][2620/6282] eta: 0:02:52 time: 0.0433 data_time: 0.0033 memory: 993 2022/12/04 14:43:46 - mmengine - INFO - Epoch(val) [8][2640/6282] eta: 0:02:51 time: 0.0496 data_time: 0.0052 memory: 993 2022/12/04 14:43:47 - mmengine - INFO - Epoch(val) [8][2660/6282] eta: 0:02:50 time: 0.0545 data_time: 0.0050 memory: 1071 2022/12/04 14:43:48 - mmengine - INFO - Epoch(val) [8][2680/6282] eta: 0:02:50 time: 0.0564 data_time: 0.0052 memory: 1071 2022/12/04 14:43:49 - mmengine - INFO - Epoch(val) [8][2700/6282] eta: 0:02:49 time: 0.0509 data_time: 0.0040 memory: 1071 2022/12/04 14:43:50 - mmengine - INFO - Epoch(val) [8][2720/6282] eta: 0:02:48 time: 0.0583 data_time: 0.0044 memory: 1071 2022/12/04 14:43:52 - mmengine - INFO - Epoch(val) [8][2740/6282] eta: 0:02:47 time: 0.0530 data_time: 0.0065 memory: 1071 2022/12/04 14:43:52 - mmengine - INFO - Epoch(val) [8][2760/6282] eta: 0:02:46 time: 0.0437 data_time: 0.0051 memory: 938 2022/12/04 14:43:53 - mmengine - INFO - Epoch(val) [8][2780/6282] eta: 0:02:45 time: 0.0382 data_time: 0.0033 memory: 938 2022/12/04 14:43:54 - mmengine - INFO - Epoch(val) [8][2800/6282] eta: 0:02:44 time: 0.0445 data_time: 0.0050 memory: 938 2022/12/04 14:43:55 - mmengine - INFO - Epoch(val) [8][2820/6282] eta: 0:02:43 time: 0.0418 data_time: 0.0045 memory: 938 2022/12/04 14:43:56 - mmengine - INFO - Epoch(val) [8][2840/6282] eta: 0:02:42 time: 0.0402 data_time: 0.0040 memory: 938 2022/12/04 14:43:57 - mmengine - INFO - Epoch(val) [8][2860/6282] eta: 0:02:41 time: 0.0459 data_time: 0.0063 memory: 993 2022/12/04 14:43:58 - mmengine - INFO - Epoch(val) [8][2880/6282] eta: 0:02:40 time: 0.0432 data_time: 0.0047 memory: 993 2022/12/04 14:43:58 - mmengine - INFO - Epoch(val) [8][2900/6282] eta: 0:02:39 time: 0.0436 data_time: 0.0048 memory: 993 2022/12/04 14:43:59 - mmengine - INFO - Epoch(val) [8][2920/6282] eta: 0:02:38 time: 0.0414 data_time: 0.0036 memory: 993 2022/12/04 14:44:00 - mmengine - INFO - Epoch(val) [8][2940/6282] eta: 0:02:37 time: 0.0378 data_time: 0.0045 memory: 962 2022/12/04 14:44:01 - mmengine - INFO - Epoch(val) [8][2960/6282] eta: 0:02:36 time: 0.0426 data_time: 0.0050 memory: 962 2022/12/04 14:44:02 - mmengine - INFO - Epoch(val) [8][2980/6282] eta: 0:02:35 time: 0.0435 data_time: 0.0057 memory: 962 2022/12/04 14:44:03 - mmengine - INFO - Epoch(val) [8][3000/6282] eta: 0:02:34 time: 0.0456 data_time: 0.0047 memory: 962 2022/12/04 14:44:04 - mmengine - INFO - Epoch(val) [8][3020/6282] eta: 0:02:33 time: 0.0465 data_time: 0.0056 memory: 993 2022/12/04 14:44:05 - mmengine - INFO - Epoch(val) [8][3040/6282] eta: 0:02:32 time: 0.0517 data_time: 0.0056 memory: 993 2022/12/04 14:44:06 - mmengine - INFO - Epoch(val) [8][3060/6282] eta: 0:02:31 time: 0.0514 data_time: 0.0057 memory: 993 2022/12/04 14:44:07 - mmengine - INFO - Epoch(val) [8][3080/6282] eta: 0:02:30 time: 0.0490 data_time: 0.0058 memory: 993 2022/12/04 14:44:08 - mmengine - INFO - Epoch(val) [8][3100/6282] eta: 0:02:29 time: 0.0444 data_time: 0.0033 memory: 993 2022/12/04 14:44:08 - mmengine - INFO - Epoch(val) [8][3120/6282] eta: 0:02:28 time: 0.0415 data_time: 0.0036 memory: 938 2022/12/04 14:44:09 - mmengine - INFO - Epoch(val) [8][3140/6282] eta: 0:02:27 time: 0.0392 data_time: 0.0041 memory: 938 2022/12/04 14:44:10 - mmengine - INFO - Epoch(val) [8][3160/6282] eta: 0:02:26 time: 0.0386 data_time: 0.0040 memory: 938 2022/12/04 14:44:11 - mmengine - INFO - Epoch(val) [8][3180/6282] eta: 0:02:25 time: 0.0396 data_time: 0.0041 memory: 938 2022/12/04 14:44:12 - mmengine - INFO - Epoch(val) [8][3200/6282] eta: 0:02:24 time: 0.0445 data_time: 0.0051 memory: 993 2022/12/04 14:44:13 - mmengine - INFO - Epoch(val) [8][3220/6282] eta: 0:02:23 time: 0.0445 data_time: 0.0040 memory: 993 2022/12/04 14:44:13 - mmengine - INFO - Epoch(val) [8][3240/6282] eta: 0:02:22 time: 0.0450 data_time: 0.0043 memory: 993 2022/12/04 14:44:14 - mmengine - INFO - Epoch(val) [8][3260/6282] eta: 0:02:21 time: 0.0489 data_time: 0.0060 memory: 993 2022/12/04 14:44:15 - mmengine - INFO - Epoch(val) [8][3280/6282] eta: 0:02:20 time: 0.0478 data_time: 0.0053 memory: 993 2022/12/04 14:44:16 - mmengine - INFO - Epoch(val) [8][3300/6282] eta: 0:02:19 time: 0.0501 data_time: 0.0044 memory: 993 2022/12/04 14:44:17 - mmengine - INFO - Epoch(val) [8][3320/6282] eta: 0:02:18 time: 0.0484 data_time: 0.0055 memory: 993 2022/12/04 14:44:18 - mmengine - INFO - Epoch(val) [8][3340/6282] eta: 0:02:17 time: 0.0468 data_time: 0.0049 memory: 993 2022/12/04 14:44:19 - mmengine - INFO - Epoch(val) [8][3360/6282] eta: 0:02:16 time: 0.0470 data_time: 0.0034 memory: 993 2022/12/04 14:44:20 - mmengine - INFO - Epoch(val) [8][3380/6282] eta: 0:02:15 time: 0.0430 data_time: 0.0044 memory: 993 2022/12/04 14:44:21 - mmengine - INFO - Epoch(val) [8][3400/6282] eta: 0:02:14 time: 0.0421 data_time: 0.0046 memory: 934 2022/12/04 14:44:22 - mmengine - INFO - Epoch(val) 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0:02:05 time: 0.0432 data_time: 0.0048 memory: 976 2022/12/04 14:44:30 - mmengine - INFO - Epoch(val) [8][3600/6282] eta: 0:02:04 time: 0.0449 data_time: 0.0059 memory: 976 2022/12/04 14:44:31 - mmengine - INFO - Epoch(val) [8][3620/6282] eta: 0:02:03 time: 0.0459 data_time: 0.0046 memory: 976 2022/12/04 14:44:32 - mmengine - INFO - Epoch(val) [8][3640/6282] eta: 0:02:02 time: 0.0450 data_time: 0.0069 memory: 976 2022/12/04 14:44:32 - mmengine - INFO - Epoch(val) [8][3660/6282] eta: 0:02:02 time: 0.0453 data_time: 0.0045 memory: 976 2022/12/04 14:44:33 - mmengine - INFO - Epoch(val) [8][3680/6282] eta: 0:02:01 time: 0.0466 data_time: 0.0049 memory: 993 2022/12/04 14:44:34 - mmengine - INFO - Epoch(val) [8][3700/6282] eta: 0:02:00 time: 0.0506 data_time: 0.0066 memory: 993 2022/12/04 14:44:35 - mmengine - INFO - Epoch(val) [8][3720/6282] eta: 0:01:59 time: 0.0511 data_time: 0.0061 memory: 993 2022/12/04 14:44:36 - mmengine - INFO - Epoch(val) [8][3740/6282] eta: 0:01:58 time: 0.0509 data_time: 0.0061 memory: 993 2022/12/04 14:44:37 - mmengine - INFO - Epoch(val) [8][3760/6282] eta: 0:01:57 time: 0.0481 data_time: 0.0055 memory: 993 2022/12/04 14:44:38 - mmengine - INFO - Epoch(val) [8][3780/6282] eta: 0:01:56 time: 0.0476 data_time: 0.0045 memory: 993 2022/12/04 14:44:39 - mmengine - INFO - Epoch(val) [8][3800/6282] eta: 0:01:55 time: 0.0538 data_time: 0.0093 memory: 993 2022/12/04 14:44:40 - mmengine - INFO - Epoch(val) [8][3820/6282] eta: 0:01:54 time: 0.0482 data_time: 0.0042 memory: 993 2022/12/04 14:44:41 - mmengine - INFO - Epoch(val) [8][3840/6282] eta: 0:01:53 time: 0.0480 data_time: 0.0049 memory: 993 2022/12/04 14:44:42 - mmengine - INFO - Epoch(val) [8][3860/6282] eta: 0:01:53 time: 0.0438 data_time: 0.0043 memory: 993 2022/12/04 14:44:43 - mmengine - INFO - Epoch(val) [8][3880/6282] eta: 0:01:52 time: 0.0448 data_time: 0.0046 memory: 993 2022/12/04 14:44:44 - mmengine - INFO - Epoch(val) [8][3900/6282] eta: 0:01:51 time: 0.0465 data_time: 0.0037 memory: 993 2022/12/04 14:44:45 - mmengine - INFO - Epoch(val) [8][3920/6282] eta: 0:01:50 time: 0.0427 data_time: 0.0042 memory: 993 2022/12/04 14:44:46 - mmengine - INFO - Epoch(val) [8][3940/6282] eta: 0:01:49 time: 0.0423 data_time: 0.0039 memory: 993 2022/12/04 14:44:47 - mmengine - INFO - Epoch(val) [8][3960/6282] eta: 0:01:48 time: 0.0400 data_time: 0.0034 memory: 993 2022/12/04 14:44:47 - mmengine - INFO - Epoch(val) [8][3980/6282] eta: 0:01:47 time: 0.0395 data_time: 0.0028 memory: 993 2022/12/04 14:44:48 - mmengine - INFO - Epoch(val) [8][4000/6282] eta: 0:01:46 time: 0.0428 data_time: 0.0044 memory: 993 2022/12/04 14:44:49 - mmengine - INFO - Epoch(val) [8][4020/6282] eta: 0:01:45 time: 0.0436 data_time: 0.0053 memory: 993 2022/12/04 14:44:50 - mmengine - INFO - Epoch(val) [8][4040/6282] eta: 0:01:44 time: 0.0478 data_time: 0.0050 memory: 1071 2022/12/04 14:44:51 - mmengine - INFO - Epoch(val) [8][4060/6282] eta: 0:01:43 time: 0.0558 data_time: 0.0055 memory: 1071 2022/12/04 14:44:52 - mmengine - INFO - Epoch(val) [8][4080/6282] eta: 0:01:42 time: 0.0556 data_time: 0.0047 memory: 1071 2022/12/04 14:44:53 - mmengine - INFO - Epoch(val) [8][4100/6282] eta: 0:01:41 time: 0.0535 data_time: 0.0042 memory: 1071 2022/12/04 14:44:55 - mmengine - INFO - Epoch(val) [8][4120/6282] eta: 0:01:40 time: 0.0554 data_time: 0.0053 memory: 1071 2022/12/04 14:44:56 - mmengine - INFO - Epoch(val) [8][4140/6282] eta: 0:01:40 time: 0.0504 data_time: 0.0046 memory: 1071 2022/12/04 14:44:56 - mmengine - INFO - Epoch(val) [8][4160/6282] eta: 0:01:39 time: 0.0438 data_time: 0.0069 memory: 934 2022/12/04 14:44:57 - mmengine - INFO - Epoch(val) [8][4180/6282] eta: 0:01:38 time: 0.0447 data_time: 0.0050 memory: 934 2022/12/04 14:44:58 - mmengine - INFO - Epoch(val) [8][4200/6282] eta: 0:01:37 time: 0.0412 data_time: 0.0042 memory: 934 2022/12/04 14:44:59 - mmengine - INFO - Epoch(val) [8][4220/6282] eta: 0:01:36 time: 0.0376 data_time: 0.0038 memory: 934 2022/12/04 14:45:00 - mmengine - INFO - Epoch(val) [8][4240/6282] eta: 0:01:35 time: 0.0379 data_time: 0.0033 memory: 934 2022/12/04 14:45:01 - mmengine - INFO - Epoch(val) [8][4260/6282] eta: 0:01:34 time: 0.0383 data_time: 0.0034 memory: 933 2022/12/04 14:45:01 - mmengine - INFO - Epoch(val) [8][4280/6282] eta: 0:01:33 time: 0.0385 data_time: 0.0043 memory: 933 2022/12/04 14:45:02 - mmengine - INFO - Epoch(val) [8][4300/6282] eta: 0:01:32 time: 0.0395 data_time: 0.0043 memory: 933 2022/12/04 14:45:03 - mmengine - INFO - Epoch(val) [8][4320/6282] eta: 0:01:31 time: 0.0394 data_time: 0.0037 memory: 933 2022/12/04 14:45:04 - mmengine - INFO - Epoch(val) [8][4340/6282] eta: 0:01:30 time: 0.0384 data_time: 0.0048 memory: 933 2022/12/04 14:45:05 - mmengine - INFO - Epoch(val) [8][4360/6282] eta: 0:01:29 time: 0.0457 data_time: 0.0055 memory: 993 2022/12/04 14:45:06 - mmengine - INFO - Epoch(val) [8][4380/6282] eta: 0:01:28 time: 0.0455 data_time: 0.0050 memory: 993 2022/12/04 14:45:06 - mmengine - INFO - Epoch(val) 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0:01:19 time: 0.0394 data_time: 0.0051 memory: 938 2022/12/04 14:45:15 - mmengine - INFO - Epoch(val) [8][4580/6282] eta: 0:01:18 time: 0.0373 data_time: 0.0035 memory: 938 2022/12/04 14:45:15 - mmengine - INFO - Epoch(val) [8][4600/6282] eta: 0:01:17 time: 0.0374 data_time: 0.0034 memory: 938 2022/12/04 14:45:16 - mmengine - INFO - Epoch(val) [8][4620/6282] eta: 0:01:16 time: 0.0420 data_time: 0.0040 memory: 938 2022/12/04 14:45:17 - mmengine - INFO - Epoch(val) [8][4640/6282] eta: 0:01:15 time: 0.0449 data_time: 0.0042 memory: 1000 2022/12/04 14:45:18 - mmengine - INFO - Epoch(val) [8][4660/6282] eta: 0:01:14 time: 0.0424 data_time: 0.0036 memory: 1000 2022/12/04 14:45:19 - mmengine - INFO - Epoch(val) [8][4680/6282] eta: 0:01:14 time: 0.0473 data_time: 0.0043 memory: 1000 2022/12/04 14:45:20 - mmengine - INFO - Epoch(val) [8][4700/6282] eta: 0:01:13 time: 0.0462 data_time: 0.0045 memory: 1000 2022/12/04 14:45:21 - mmengine - INFO - Epoch(val) [8][4720/6282] eta: 0:01:12 time: 0.0463 data_time: 0.0039 memory: 1000 2022/12/04 14:45:22 - mmengine - INFO - Epoch(val) [8][4740/6282] eta: 0:01:11 time: 0.0411 data_time: 0.0042 memory: 959 2022/12/04 14:45:22 - mmengine - INFO - Epoch(val) [8][4760/6282] eta: 0:01:10 time: 0.0396 data_time: 0.0040 memory: 959 2022/12/04 14:45:23 - mmengine - INFO - Epoch(val) [8][4780/6282] eta: 0:01:09 time: 0.0434 data_time: 0.0067 memory: 959 2022/12/04 14:45:24 - mmengine - INFO - Epoch(val) [8][4800/6282] eta: 0:01:08 time: 0.0411 data_time: 0.0035 memory: 959 2022/12/04 14:45:25 - mmengine - INFO - Epoch(val) [8][4820/6282] eta: 0:01:07 time: 0.0425 data_time: 0.0039 memory: 993 2022/12/04 14:45:26 - mmengine - INFO - Epoch(val) [8][4840/6282] eta: 0:01:06 time: 0.0481 data_time: 0.0059 memory: 993 2022/12/04 14:45:27 - mmengine - INFO - Epoch(val) [8][4860/6282] eta: 0:01:05 time: 0.0442 data_time: 0.0050 memory: 993 2022/12/04 14:45:28 - mmengine - INFO - Epoch(val) [8][4880/6282] eta: 0:01:04 time: 0.0449 data_time: 0.0042 memory: 993 2022/12/04 14:45:29 - mmengine - INFO - Epoch(val) [8][4900/6282] eta: 0:01:03 time: 0.0460 data_time: 0.0041 memory: 993 2022/12/04 14:45:30 - mmengine - INFO - Epoch(val) [8][4920/6282] eta: 0:01:02 time: 0.0481 data_time: 0.0035 memory: 996 2022/12/04 14:45:31 - mmengine - INFO - Epoch(val) [8][4940/6282] eta: 0:01:01 time: 0.0523 data_time: 0.0054 memory: 996 2022/12/04 14:45:32 - mmengine - INFO - Epoch(val) [8][4960/6282] eta: 0:01:01 time: 0.0500 data_time: 0.0059 memory: 996 2022/12/04 14:45:33 - mmengine - INFO - Epoch(val) [8][4980/6282] eta: 0:01:00 time: 0.0505 data_time: 0.0053 memory: 996 2022/12/04 14:45:34 - mmengine - INFO - Epoch(val) [8][5000/6282] eta: 0:00:59 time: 0.0493 data_time: 0.0051 memory: 996 2022/12/04 14:45:35 - mmengine - INFO - Epoch(val) [8][5020/6282] eta: 0:00:58 time: 0.0474 data_time: 0.0049 memory: 996 2022/12/04 14:45:35 - mmengine - INFO - Epoch(val) [8][5040/6282] eta: 0:00:57 time: 0.0435 data_time: 0.0060 memory: 938 2022/12/04 14:45:36 - mmengine - INFO - Epoch(val) [8][5060/6282] eta: 0:00:56 time: 0.0433 data_time: 0.0050 memory: 938 2022/12/04 14:45:37 - mmengine - INFO - Epoch(val) [8][5080/6282] eta: 0:00:55 time: 0.0444 data_time: 0.0048 memory: 938 2022/12/04 14:45:38 - mmengine - INFO - Epoch(val) [8][5100/6282] eta: 0:00:54 time: 0.0437 data_time: 0.0069 memory: 938 2022/12/04 14:45:39 - mmengine - INFO - Epoch(val) [8][5120/6282] eta: 0:00:53 time: 0.0450 data_time: 0.0052 memory: 938 2022/12/04 14:45:40 - mmengine - INFO - Epoch(val) [8][5140/6282] eta: 0:00:52 time: 0.0413 data_time: 0.0039 memory: 934 2022/12/04 14:45:41 - mmengine - INFO - Epoch(val) [8][5160/6282] eta: 0:00:51 time: 0.0414 data_time: 0.0048 memory: 934 2022/12/04 14:45:42 - mmengine - INFO - Epoch(val) [8][5180/6282] eta: 0:00:50 time: 0.0425 data_time: 0.0042 memory: 934 2022/12/04 14:45:42 - mmengine - INFO - Epoch(val) [8][5200/6282] eta: 0:00:49 time: 0.0424 data_time: 0.0052 memory: 934 2022/12/04 14:45:43 - mmengine - INFO - Epoch(val) [8][5220/6282] eta: 0:00:48 time: 0.0452 data_time: 0.0061 memory: 934 2022/12/04 14:45:44 - mmengine - INFO - Epoch(val) [8][5240/6282] eta: 0:00:48 time: 0.0457 data_time: 0.0054 memory: 933 2022/12/04 14:45:45 - mmengine - INFO - Epoch(val) [8][5260/6282] eta: 0:00:47 time: 0.0411 data_time: 0.0063 memory: 933 2022/12/04 14:45:46 - mmengine - INFO - Epoch(val) [8][5280/6282] eta: 0:00:46 time: 0.0444 data_time: 0.0074 memory: 933 2022/12/04 14:45:47 - mmengine - INFO - Epoch(val) [8][5300/6282] eta: 0:00:45 time: 0.0442 data_time: 0.0072 memory: 933 2022/12/04 14:45:48 - mmengine - INFO - Epoch(val) [8][5320/6282] eta: 0:00:44 time: 0.0427 data_time: 0.0061 memory: 934 2022/12/04 14:45:49 - mmengine - INFO - Epoch(val) [8][5340/6282] eta: 0:00:43 time: 0.0415 data_time: 0.0054 memory: 934 2022/12/04 14:45:49 - mmengine - INFO - Epoch(val) [8][5360/6282] eta: 0:00:42 time: 0.0437 data_time: 0.0070 memory: 934 2022/12/04 14:45:50 - mmengine - INFO - Epoch(val) 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data_time: 0.0048 memory: 934 2022/12/04 14:46:05 - mmengine - INFO - Epoch(val) [8][5720/6282] eta: 0:00:25 time: 0.0449 data_time: 0.0070 memory: 968 2022/12/04 14:46:06 - mmengine - INFO - Epoch(val) [8][5740/6282] eta: 0:00:24 time: 0.0441 data_time: 0.0056 memory: 968 2022/12/04 14:46:07 - mmengine - INFO - Epoch(val) [8][5760/6282] eta: 0:00:23 time: 0.0439 data_time: 0.0046 memory: 968 2022/12/04 14:46:08 - mmengine - INFO - Epoch(val) [8][5780/6282] eta: 0:00:23 time: 0.0460 data_time: 0.0054 memory: 968 2022/12/04 14:46:09 - mmengine - INFO - Epoch(val) [8][5800/6282] eta: 0:00:22 time: 0.0444 data_time: 0.0061 memory: 968 2022/12/04 14:46:10 - mmengine - INFO - Epoch(val) [8][5820/6282] eta: 0:00:21 time: 0.0434 data_time: 0.0040 memory: 968 2022/12/04 14:46:11 - mmengine - INFO - Epoch(val) [8][5840/6282] eta: 0:00:20 time: 0.0441 data_time: 0.0055 memory: 955 2022/12/04 14:46:11 - mmengine - INFO - Epoch(val) [8][5860/6282] eta: 0:00:19 time: 0.0439 data_time: 0.0044 memory: 955 2022/12/04 14:46:12 - mmengine - INFO - Epoch(val) [8][5880/6282] eta: 0:00:18 time: 0.0421 data_time: 0.0040 memory: 955 2022/12/04 14:46:13 - mmengine - INFO - Epoch(val) [8][5900/6282] eta: 0:00:17 time: 0.0420 data_time: 0.0042 memory: 955 2022/12/04 14:46:14 - mmengine - INFO - Epoch(val) [8][5920/6282] eta: 0:00:16 time: 0.0436 data_time: 0.0047 memory: 955 2022/12/04 14:46:15 - mmengine - INFO - Epoch(val) [8][5940/6282] eta: 0:00:15 time: 0.0423 data_time: 0.0041 memory: 934 2022/12/04 14:46:16 - mmengine - INFO - Epoch(val) [8][5960/6282] eta: 0:00:14 time: 0.0443 data_time: 0.0056 memory: 934 2022/12/04 14:46:17 - mmengine - INFO - Epoch(val) [8][5980/6282] eta: 0:00:13 time: 0.0424 data_time: 0.0056 memory: 934 2022/12/04 14:46:18 - mmengine - INFO - Epoch(val) [8][6000/6282] eta: 0:00:12 time: 0.0474 data_time: 0.0064 memory: 993 2022/12/04 14:46:19 - mmengine - INFO - Epoch(val) [8][6020/6282] eta: 0:00:11 time: 0.0512 data_time: 0.0045 memory: 993 2022/12/04 14:46:20 - mmengine - INFO - Epoch(val) [8][6040/6282] eta: 0:00:11 time: 0.0465 data_time: 0.0042 memory: 993 2022/12/04 14:46:20 - mmengine - INFO - Epoch(val) [8][6060/6282] eta: 0:00:10 time: 0.0452 data_time: 0.0044 memory: 993 2022/12/04 14:46:21 - mmengine - INFO - Epoch(val) [8][6080/6282] eta: 0:00:09 time: 0.0446 data_time: 0.0046 memory: 993 2022/12/04 14:46:22 - mmengine - INFO - Epoch(val) [8][6100/6282] eta: 0:00:08 time: 0.0446 data_time: 0.0049 memory: 993 2022/12/04 14:46:23 - mmengine - INFO - Epoch(val) [8][6120/6282] eta: 0:00:07 time: 0.0449 data_time: 0.0036 memory: 993 2022/12/04 14:46:24 - mmengine - INFO - Epoch(val) [8][6140/6282] eta: 0:00:06 time: 0.0395 data_time: 0.0028 memory: 993 2022/12/04 14:46:25 - mmengine - INFO - Epoch(val) [8][6160/6282] eta: 0:00:05 time: 0.0339 data_time: 0.0018 memory: 993 2022/12/04 14:46:25 - mmengine - INFO - Epoch(val) [8][6180/6282] eta: 0:00:04 time: 0.0340 data_time: 0.0016 memory: 993 2022/12/04 14:46:26 - mmengine - INFO - Epoch(val) [8][6200/6282] eta: 0:00:03 time: 0.0327 data_time: 0.0015 memory: 993 2022/12/04 14:46:27 - mmengine - INFO - Epoch(val) [8][6220/6282] eta: 0:00:02 time: 0.0330 data_time: 0.0016 memory: 993 2022/12/04 14:46:27 - mmengine - INFO - Epoch(val) [8][6240/6282] eta: 0:00:01 time: 0.0331 data_time: 0.0015 memory: 993 2022/12/04 14:46:28 - mmengine - INFO - Epoch(val) [8][6260/6282] eta: 0:00:01 time: 0.0330 data_time: 0.0017 memory: 993 2022/12/04 14:46:29 - mmengine - INFO - Epoch(val) [8][6280/6282] eta: 0:00:00 time: 0.0331 data_time: 0.0015 memory: 993 2022/12/04 14:51:49 - mmengine - INFO - Epoch(val) [8][6282/6282] mAP/mAP@0.5IOU: 0.3019 2022/12/04 14:51:56 - mmengine - INFO - Epoch(train) [9][ 20/4451] lr: 1.4585e-02 eta: 0:48:20 time: 0.3634 data_time: 0.0476 memory: 8796 grad_norm: 0.1155 loss: 0.0153 recall@thr=0.5: 0.8009 prec@thr=0.5: 1.0000 recall@top3: 0.8472 prec@top3: 0.8148 recall@top5: 0.9861 prec@top5: 0.5889 loss_action_cls: 0.0153 2022/12/04 14:52:03 - mmengine - INFO - Epoch(train) [9][ 40/4451] lr: 1.4523e-02 eta: 0:48:14 time: 0.3276 data_time: 0.0120 memory: 8770 grad_norm: 0.1175 loss: 0.0172 recall@thr=0.5: 0.7196 prec@thr=0.5: 0.8391 recall@top3: 0.7152 prec@top3: 0.7681 recall@top5: 0.9783 prec@top5: 0.6174 loss_action_cls: 0.0172 2022/12/04 14:52:09 - mmengine - INFO - Epoch(train) [9][ 60/4451] lr: 1.4461e-02 eta: 0:48:07 time: 0.3279 data_time: 0.0102 memory: 8770 grad_norm: 0.1157 loss: 0.0149 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8474 recall@top3: 0.8114 prec@top3: 0.6491 recall@top5: 0.8421 prec@top5: 0.4105 loss_action_cls: 0.0149 2022/12/04 14:52:16 - mmengine - INFO - Epoch(train) [9][ 80/4451] lr: 1.4399e-02 eta: 0:48:01 time: 0.3270 data_time: 0.0099 memory: 8770 grad_norm: 0.1188 loss: 0.0175 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.6508 recall@top3: 0.6032 prec@top3: 0.5714 recall@top5: 0.8492 prec@top5: 0.4571 loss_action_cls: 0.0175 2022/12/04 14:52:22 - mmengine - INFO - Epoch(train) [9][ 100/4451] lr: 1.4337e-02 eta: 0:47:54 time: 0.3269 data_time: 0.0106 memory: 8770 grad_norm: 0.1142 loss: 0.0183 recall@thr=0.5: 0.7200 prec@thr=0.5: 0.7673 recall@top3: 0.7933 prec@top3: 0.5867 recall@top5: 0.9400 prec@top5: 0.4400 loss_action_cls: 0.0183 2022/12/04 14:52:29 - mmengine - INFO - Epoch(train) [9][ 120/4451] lr: 1.4275e-02 eta: 0:47:48 time: 0.3250 data_time: 0.0113 memory: 8774 grad_norm: 0.1201 loss: 0.0187 recall@thr=0.5: 0.1746 prec@thr=0.5: 0.3810 recall@top3: 0.5556 prec@top3: 0.4286 recall@top5: 0.8095 prec@top5: 0.3524 loss_action_cls: 0.0187 2022/12/04 14:52:35 - mmengine - INFO - Epoch(train) [9][ 140/4451] lr: 1.4214e-02 eta: 0:47:41 time: 0.3275 data_time: 0.0118 memory: 8780 grad_norm: 0.1186 loss: 0.0144 recall@thr=0.5: 0.8438 prec@thr=0.5: 0.8021 recall@top3: 0.9062 prec@top3: 0.5833 recall@top5: 0.9792 prec@top5: 0.3812 loss_action_cls: 0.0144 2022/12/04 14:52:42 - mmengine - INFO - Epoch(train) [9][ 160/4451] lr: 1.4152e-02 eta: 0:47:35 time: 0.3255 data_time: 0.0098 memory: 8770 grad_norm: 0.1148 loss: 0.0159 recall@thr=0.5: 0.7647 prec@thr=0.5: 0.7941 recall@top3: 0.8333 prec@top3: 0.7451 recall@top5: 0.9118 prec@top5: 0.4941 loss_action_cls: 0.0159 2022/12/04 14:52:48 - mmengine - INFO - Epoch(train) [9][ 180/4451] lr: 1.4091e-02 eta: 0:47:28 time: 0.3269 data_time: 0.0111 memory: 8804 grad_norm: 0.1221 loss: 0.0169 recall@thr=0.5: 0.7611 prec@thr=0.5: 0.7333 recall@top3: 0.7444 prec@top3: 0.6444 recall@top5: 0.9444 prec@top5: 0.4933 loss_action_cls: 0.0169 2022/12/04 14:52:55 - mmengine - INFO - Epoch(train) [9][ 200/4451] lr: 1.4029e-02 eta: 0:47:22 time: 0.3280 data_time: 0.0125 memory: 8813 grad_norm: 0.1163 loss: 0.0170 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.8533 recall@top3: 0.8867 prec@top3: 0.7867 recall@top5: 0.9800 prec@top5: 0.5280 loss_action_cls: 0.0170 2022/12/04 14:53:02 - mmengine - INFO - Epoch(train) [9][ 220/4451] lr: 1.3968e-02 eta: 0:47:15 time: 0.3282 data_time: 0.0101 memory: 8771 grad_norm: 0.1180 loss: 0.0176 recall@thr=0.5: 0.6580 prec@thr=0.5: 0.8161 recall@top3: 0.7586 prec@top3: 0.7126 recall@top5: 0.8678 prec@top5: 0.4966 loss_action_cls: 0.0176 2022/12/04 14:53:08 - mmengine - INFO - Epoch(train) [9][ 240/4451] lr: 1.3907e-02 eta: 0:47:09 time: 0.3255 data_time: 0.0112 memory: 8770 grad_norm: 0.1111 loss: 0.0155 recall@thr=0.5: 0.8070 prec@thr=0.5: 0.8816 recall@top3: 0.9211 prec@top3: 0.7719 recall@top5: 0.9649 prec@top5: 0.4947 loss_action_cls: 0.0155 2022/12/04 14:53:15 - mmengine - INFO - Epoch(train) [9][ 260/4451] lr: 1.3846e-02 eta: 0:47:02 time: 0.3268 data_time: 0.0097 memory: 8770 grad_norm: 0.1252 loss: 0.0185 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.9097 recall@top3: 0.8958 prec@top3: 0.6667 recall@top5: 0.9479 prec@top5: 0.4167 loss_action_cls: 0.0185 2022/12/04 14:53:21 - mmengine - INFO - Epoch(train) [9][ 280/4451] lr: 1.3785e-02 eta: 0:46:56 time: 0.3282 data_time: 0.0102 memory: 8780 grad_norm: 0.1144 loss: 0.0177 recall@thr=0.5: 0.7150 prec@thr=0.5: 0.9000 recall@top3: 0.9050 prec@top3: 0.6167 recall@top5: 0.9708 prec@top5: 0.4200 loss_action_cls: 0.0177 2022/12/04 14:53:28 - mmengine - INFO - Epoch(train) [9][ 300/4451] lr: 1.3724e-02 eta: 0:46:49 time: 0.3265 data_time: 0.0104 memory: 8770 grad_norm: 0.1169 loss: 0.0162 recall@thr=0.5: 0.7153 prec@thr=0.5: 0.8306 recall@top3: 0.8160 prec@top3: 0.6806 recall@top5: 0.9306 prec@top5: 0.4833 loss_action_cls: 0.0162 2022/12/04 14:53:34 - mmengine - INFO - Epoch(train) [9][ 320/4451] lr: 1.3664e-02 eta: 0:46:42 time: 0.3260 data_time: 0.0104 memory: 8796 grad_norm: 0.1158 loss: 0.0163 recall@thr=0.5: 0.6984 prec@thr=0.5: 0.8492 recall@top3: 0.9048 prec@top3: 0.6349 recall@top5: 0.9603 prec@top5: 0.4190 loss_action_cls: 0.0163 2022/12/04 14:53:41 - mmengine - INFO - Epoch(train) [9][ 340/4451] lr: 1.3603e-02 eta: 0:46:36 time: 0.3273 data_time: 0.0097 memory: 8806 grad_norm: 0.1209 loss: 0.0190 recall@thr=0.5: 0.7625 prec@thr=0.5: 0.7667 recall@top3: 0.8167 prec@top3: 0.6000 recall@top5: 0.9375 prec@top5: 0.4400 loss_action_cls: 0.0190 2022/12/04 14:53:47 - mmengine - INFO - Epoch(train) [9][ 360/4451] lr: 1.3543e-02 eta: 0:46:29 time: 0.3269 data_time: 0.0094 memory: 8770 grad_norm: 0.1175 loss: 0.0192 recall@thr=0.5: 0.5167 prec@thr=0.5: 0.7111 recall@top3: 0.6778 prec@top3: 0.6222 recall@top5: 0.9222 prec@top5: 0.5200 loss_action_cls: 0.0192 2022/12/04 14:53:54 - mmengine - INFO - Epoch(train) [9][ 380/4451] lr: 1.3482e-02 eta: 0:46:23 time: 0.3282 data_time: 0.0096 memory: 8770 grad_norm: 0.1227 loss: 0.0155 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8380 recall@top3: 0.8565 prec@top3: 0.6852 recall@top5: 0.9444 prec@top5: 0.4556 loss_action_cls: 0.0155 2022/12/04 14:53:58 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 14:54:00 - mmengine - INFO - Epoch(train) [9][ 400/4451] lr: 1.3422e-02 eta: 0:46:16 time: 0.3276 data_time: 0.0100 memory: 8771 grad_norm: 0.1133 loss: 0.0162 recall@thr=0.5: 0.7246 prec@thr=0.5: 0.8188 recall@top3: 0.8406 prec@top3: 0.7391 recall@top5: 0.9601 prec@top5: 0.5130 loss_action_cls: 0.0162 2022/12/04 14:54:07 - mmengine - INFO - Epoch(train) [9][ 420/4451] lr: 1.3362e-02 eta: 0:46:10 time: 0.3270 data_time: 0.0096 memory: 8780 grad_norm: 0.1176 loss: 0.0177 recall@thr=0.5: 0.4444 prec@thr=0.5: 0.5489 recall@top3: 0.7333 prec@top3: 0.5556 recall@top5: 0.8556 prec@top5: 0.4133 loss_action_cls: 0.0177 2022/12/04 14:54:13 - mmengine - INFO - Epoch(train) [9][ 440/4451] lr: 1.3302e-02 eta: 0:46:03 time: 0.3271 data_time: 0.0096 memory: 8780 grad_norm: 0.1168 loss: 0.0180 recall@thr=0.5: 0.7326 prec@thr=0.5: 0.8056 recall@top3: 0.8576 prec@top3: 0.7500 recall@top5: 1.0000 prec@top5: 0.5250 loss_action_cls: 0.0180 2022/12/04 14:54:20 - mmengine - INFO - Epoch(train) [9][ 460/4451] lr: 1.3242e-02 eta: 0:45:57 time: 0.3259 data_time: 0.0105 memory: 8770 grad_norm: 0.1161 loss: 0.0167 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.7745 recall@top3: 0.9314 prec@top3: 0.5294 recall@top5: 1.0000 prec@top5: 0.3529 loss_action_cls: 0.0167 2022/12/04 14:54:27 - mmengine - INFO - Epoch(train) [9][ 480/4451] lr: 1.3183e-02 eta: 0:45:50 time: 0.3268 data_time: 0.0101 memory: 8783 grad_norm: 0.1168 loss: 0.0160 recall@thr=0.5: 0.7854 prec@thr=0.5: 0.7753 recall@top3: 0.8510 prec@top3: 0.6869 recall@top5: 0.9848 prec@top5: 0.4848 loss_action_cls: 0.0160 2022/12/04 14:54:33 - mmengine - INFO - Epoch(train) [9][ 500/4451] lr: 1.3123e-02 eta: 0:45:44 time: 0.3274 data_time: 0.0092 memory: 8770 grad_norm: 0.1199 loss: 0.0155 recall@thr=0.5: 0.8763 prec@thr=0.5: 0.8656 recall@top3: 0.8699 prec@top3: 0.8065 recall@top5: 0.9935 prec@top5: 0.5742 loss_action_cls: 0.0155 2022/12/04 14:54:40 - mmengine - INFO - Epoch(train) [9][ 520/4451] lr: 1.3063e-02 eta: 0:45:37 time: 0.3277 data_time: 0.0096 memory: 8770 grad_norm: 0.1173 loss: 0.0179 recall@thr=0.5: 0.8200 prec@thr=0.5: 0.6933 recall@top3: 0.8400 prec@top3: 0.5733 recall@top5: 0.9067 prec@top5: 0.3760 loss_action_cls: 0.0179 2022/12/04 14:54:46 - mmengine - INFO - Epoch(train) [9][ 540/4451] lr: 1.3004e-02 eta: 0:45:31 time: 0.3265 data_time: 0.0107 memory: 8777 grad_norm: 0.1178 loss: 0.0172 recall@thr=0.5: 0.5863 prec@thr=0.5: 0.7976 recall@top3: 0.7887 prec@top3: 0.7024 recall@top5: 0.9286 prec@top5: 0.5000 loss_action_cls: 0.0172 2022/12/04 14:54:53 - mmengine - INFO - Epoch(train) [9][ 560/4451] lr: 1.2945e-02 eta: 0:45:24 time: 0.3274 data_time: 0.0097 memory: 8770 grad_norm: 0.1235 loss: 0.0168 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.7024 recall@top3: 0.8464 prec@top3: 0.7143 recall@top5: 0.9536 prec@top5: 0.5000 loss_action_cls: 0.0168 2022/12/04 14:54:59 - mmengine - INFO - Epoch(train) [9][ 580/4451] lr: 1.2885e-02 eta: 0:45:18 time: 0.3278 data_time: 0.0101 memory: 8770 grad_norm: 0.1200 loss: 0.0163 recall@thr=0.5: 0.7792 prec@thr=0.5: 0.8833 recall@top3: 0.8750 prec@top3: 0.7167 recall@top5: 0.9375 prec@top5: 0.4600 loss_action_cls: 0.0163 2022/12/04 14:55:06 - mmengine - INFO - Epoch(train) [9][ 600/4451] lr: 1.2826e-02 eta: 0:45:11 time: 0.3276 data_time: 0.0103 memory: 8813 grad_norm: 0.1198 loss: 0.0177 recall@thr=0.5: 0.6310 prec@thr=0.5: 0.8333 recall@top3: 0.7798 prec@top3: 0.6905 recall@top5: 0.9286 prec@top5: 0.4857 loss_action_cls: 0.0177 2022/12/04 14:55:12 - mmengine - INFO - Epoch(train) [9][ 620/4451] lr: 1.2767e-02 eta: 0:45:05 time: 0.3273 data_time: 0.0094 memory: 8771 grad_norm: 0.1188 loss: 0.0176 recall@thr=0.5: 0.8467 prec@thr=0.5: 0.9800 recall@top3: 0.8767 prec@top3: 0.8667 recall@top5: 0.9400 prec@top5: 0.5680 loss_action_cls: 0.0176 2022/12/04 14:55:19 - mmengine - INFO - Epoch(train) [9][ 640/4451] lr: 1.2709e-02 eta: 0:44:58 time: 0.3262 data_time: 0.0107 memory: 8774 grad_norm: 0.1177 loss: 0.0176 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.7917 recall@top3: 0.8519 prec@top3: 0.5185 recall@top5: 0.9259 prec@top5: 0.3333 loss_action_cls: 0.0176 2022/12/04 14:55:25 - mmengine - INFO - Epoch(train) [9][ 660/4451] lr: 1.2650e-02 eta: 0:44:51 time: 0.3263 data_time: 0.0101 memory: 8829 grad_norm: 0.1196 loss: 0.0153 recall@thr=0.5: 0.6094 prec@thr=0.5: 0.6146 recall@top3: 0.9479 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4375 loss_action_cls: 0.0153 2022/12/04 14:55:32 - mmengine - INFO - Epoch(train) [9][ 680/4451] lr: 1.2591e-02 eta: 0:44:45 time: 0.3283 data_time: 0.0099 memory: 8770 grad_norm: 0.1202 loss: 0.0160 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.8437 recall@top3: 0.7917 prec@top3: 0.7917 recall@top5: 0.9688 prec@top5: 0.5750 loss_action_cls: 0.0160 2022/12/04 14:55:39 - mmengine - INFO - Epoch(train) [9][ 700/4451] lr: 1.2533e-02 eta: 0:44:38 time: 0.3275 data_time: 0.0096 memory: 8770 grad_norm: 0.1133 loss: 0.0151 recall@thr=0.5: 0.6991 prec@thr=0.5: 0.8056 recall@top3: 0.9306 prec@top3: 0.6852 recall@top5: 0.9722 prec@top5: 0.4444 loss_action_cls: 0.0151 2022/12/04 14:55:45 - mmengine - INFO - Epoch(train) [9][ 720/4451] lr: 1.2474e-02 eta: 0:44:32 time: 0.3271 data_time: 0.0099 memory: 8780 grad_norm: 0.1213 loss: 0.0163 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.4815 recall@top3: 0.7222 prec@top3: 0.5000 recall@top5: 0.8056 prec@top5: 0.3444 loss_action_cls: 0.0163 2022/12/04 14:55:52 - mmengine - INFO - Epoch(train) [9][ 740/4451] lr: 1.2416e-02 eta: 0:44:25 time: 0.3275 data_time: 0.0098 memory: 8809 grad_norm: 0.1209 loss: 0.0170 recall@thr=0.5: 0.5800 prec@thr=0.5: 0.7133 recall@top3: 0.6933 prec@top3: 0.5600 recall@top5: 0.8733 prec@top5: 0.4400 loss_action_cls: 0.0170 2022/12/04 14:55:58 - mmengine - INFO - Epoch(train) [9][ 760/4451] lr: 1.2358e-02 eta: 0:44:19 time: 0.3296 data_time: 0.0098 memory: 8771 grad_norm: 0.1187 loss: 0.0174 recall@thr=0.5: 0.5767 prec@thr=0.5: 0.5933 recall@top3: 0.7733 prec@top3: 0.5067 recall@top5: 0.9200 prec@top5: 0.3600 loss_action_cls: 0.0174 2022/12/04 14:56:05 - mmengine - INFO - Epoch(train) [9][ 780/4451] lr: 1.2300e-02 eta: 0:44:12 time: 0.3276 data_time: 0.0112 memory: 8770 grad_norm: 0.1188 loss: 0.0172 recall@thr=0.5: 0.9048 prec@thr=0.5: 0.8333 recall@top3: 0.9048 prec@top3: 0.5238 recall@top5: 0.9286 prec@top5: 0.3286 loss_action_cls: 0.0172 2022/12/04 14:56:11 - mmengine - INFO - Epoch(train) [9][ 800/4451] lr: 1.2242e-02 eta: 0:44:06 time: 0.3256 data_time: 0.0110 memory: 8770 grad_norm: 0.1174 loss: 0.0185 recall@thr=0.5: 0.7273 prec@thr=0.5: 0.7197 recall@top3: 0.8182 prec@top3: 0.6212 recall@top5: 0.9545 prec@top5: 0.4364 loss_action_cls: 0.0185 2022/12/04 14:56:18 - mmengine - INFO - Epoch(train) [9][ 820/4451] lr: 1.2184e-02 eta: 0:43:59 time: 0.3264 data_time: 0.0102 memory: 8770 grad_norm: 0.1180 loss: 0.0170 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.7857 recall@top3: 0.7440 prec@top3: 0.5952 recall@top5: 0.9048 prec@top5: 0.4000 loss_action_cls: 0.0170 2022/12/04 14:56:24 - mmengine - INFO - Epoch(train) [9][ 840/4451] lr: 1.2127e-02 eta: 0:43:53 time: 0.3278 data_time: 0.0095 memory: 8774 grad_norm: 0.1187 loss: 0.0169 recall@thr=0.5: 0.7063 prec@thr=0.5: 0.7341 recall@top3: 0.8333 prec@top3: 0.6190 recall@top5: 0.8333 prec@top5: 0.3714 loss_action_cls: 0.0169 2022/12/04 14:56:31 - mmengine - INFO - Epoch(train) [9][ 860/4451] lr: 1.2069e-02 eta: 0:43:46 time: 0.3276 data_time: 0.0107 memory: 8783 grad_norm: 0.1170 loss: 0.0176 recall@thr=0.5: 0.6444 prec@thr=0.5: 0.7667 recall@top3: 0.8889 prec@top3: 0.6778 recall@top5: 0.9583 prec@top5: 0.4533 loss_action_cls: 0.0176 2022/12/04 14:56:38 - mmengine - INFO - Epoch(train) [9][ 880/4451] lr: 1.2012e-02 eta: 0:43:40 time: 0.3268 data_time: 0.0112 memory: 8770 grad_norm: 0.1206 loss: 0.0170 recall@thr=0.5: 0.8651 prec@thr=0.5: 0.8968 recall@top3: 1.0000 prec@top3: 0.7302 recall@top5: 1.0000 prec@top5: 0.4381 loss_action_cls: 0.0170 2022/12/04 14:56:44 - mmengine - INFO - Epoch(train) [9][ 900/4451] lr: 1.1955e-02 eta: 0:43:33 time: 0.3265 data_time: 0.0098 memory: 8770 grad_norm: 0.1182 loss: 0.0183 recall@thr=0.5: 0.8524 prec@thr=0.5: 0.8095 recall@top3: 0.8238 prec@top3: 0.5952 recall@top5: 0.9143 prec@top5: 0.4286 loss_action_cls: 0.0183 2022/12/04 14:56:51 - mmengine - INFO - Epoch(train) [9][ 920/4451] lr: 1.1897e-02 eta: 0:43:27 time: 0.3268 data_time: 0.0116 memory: 8790 grad_norm: 0.1201 loss: 0.0173 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.8437 recall@top3: 0.8333 prec@top3: 0.6875 recall@top5: 0.9792 prec@top5: 0.5000 loss_action_cls: 0.0173 2022/12/04 14:56:57 - mmengine - INFO - Epoch(train) [9][ 940/4451] lr: 1.1840e-02 eta: 0:43:20 time: 0.3264 data_time: 0.0097 memory: 8822 grad_norm: 0.1159 loss: 0.0161 recall@thr=0.5: 0.7018 prec@thr=0.5: 0.8421 recall@top3: 0.8465 prec@top3: 0.6491 recall@top5: 0.9605 prec@top5: 0.4526 loss_action_cls: 0.0161 2022/12/04 14:57:04 - mmengine - INFO - Epoch(train) [9][ 960/4451] lr: 1.1783e-02 eta: 0:43:14 time: 0.3271 data_time: 0.0093 memory: 8777 grad_norm: 0.1227 loss: 0.0178 recall@thr=0.5: 0.8167 prec@thr=0.5: 0.8917 recall@top3: 0.9333 prec@top3: 0.5667 recall@top5: 0.9333 prec@top5: 0.3400 loss_action_cls: 0.0178 2022/12/04 14:57:10 - mmengine - INFO - Epoch(train) [9][ 980/4451] lr: 1.1726e-02 eta: 0:43:07 time: 0.3261 data_time: 0.0104 memory: 8777 grad_norm: 0.1170 loss: 0.0152 recall@thr=0.5: 0.7200 prec@thr=0.5: 0.7933 recall@top3: 0.9400 prec@top3: 0.5867 recall@top5: 0.9800 prec@top5: 0.3680 loss_action_cls: 0.0152 2022/12/04 14:57:17 - mmengine - INFO - Epoch(train) [9][1000/4451] lr: 1.1670e-02 eta: 0:43:00 time: 0.3273 data_time: 0.0095 memory: 8770 grad_norm: 0.1201 loss: 0.0167 recall@thr=0.5: 0.9028 prec@thr=0.5: 0.9306 recall@top3: 0.8715 prec@top3: 0.7500 recall@top5: 0.9896 prec@top5: 0.5333 loss_action_cls: 0.0167 2022/12/04 14:57:23 - mmengine - INFO - Epoch(train) [9][1020/4451] lr: 1.1613e-02 eta: 0:42:54 time: 0.3300 data_time: 0.0098 memory: 8780 grad_norm: 0.1183 loss: 0.0166 recall@thr=0.5: 0.8030 prec@thr=0.5: 0.8485 recall@top3: 0.8788 prec@top3: 0.5455 recall@top5: 1.0000 prec@top5: 0.3818 loss_action_cls: 0.0166 2022/12/04 14:57:30 - mmengine - INFO - Epoch(train) [9][1040/4451] lr: 1.1557e-02 eta: 0:42:47 time: 0.3268 data_time: 0.0113 memory: 8770 grad_norm: 0.1182 loss: 0.0150 recall@thr=0.5: 0.7556 prec@thr=0.5: 0.8333 recall@top3: 0.8444 prec@top3: 0.4889 recall@top5: 0.9111 prec@top5: 0.3200 loss_action_cls: 0.0150 2022/12/04 14:57:36 - mmengine - INFO - Epoch(train) [9][1060/4451] lr: 1.1500e-02 eta: 0:42:41 time: 0.3274 data_time: 0.0104 memory: 8780 grad_norm: 0.1197 loss: 0.0162 recall@thr=0.5: 0.8274 prec@thr=0.5: 0.8036 recall@top3: 0.8929 prec@top3: 0.5714 recall@top5: 0.9881 prec@top5: 0.3857 loss_action_cls: 0.0162 2022/12/04 14:57:43 - mmengine - INFO - Epoch(train) [9][1080/4451] lr: 1.1444e-02 eta: 0:42:34 time: 0.3267 data_time: 0.0102 memory: 8793 grad_norm: 0.1202 loss: 0.0162 recall@thr=0.5: 0.6417 prec@thr=0.5: 0.7569 recall@top3: 0.7236 prec@top3: 0.5417 recall@top5: 0.8806 prec@top5: 0.4333 loss_action_cls: 0.0162 2022/12/04 14:57:50 - mmengine - INFO - Epoch(train) [9][1100/4451] lr: 1.1388e-02 eta: 0:42:28 time: 0.3272 data_time: 0.0095 memory: 8804 grad_norm: 0.1164 loss: 0.0170 recall@thr=0.5: 0.6232 prec@thr=0.5: 0.5870 recall@top3: 0.7971 prec@top3: 0.5652 recall@top5: 0.8986 prec@top5: 0.3913 loss_action_cls: 0.0170 2022/12/04 14:57:56 - mmengine - INFO - Epoch(train) [9][1120/4451] lr: 1.1332e-02 eta: 0:42:21 time: 0.3255 data_time: 0.0095 memory: 8770 grad_norm: 0.1212 loss: 0.0144 recall@thr=0.5: 0.9038 prec@thr=0.5: 0.9615 recall@top3: 0.9231 prec@top3: 0.7564 recall@top5: 1.0000 prec@top5: 0.5077 loss_action_cls: 0.0144 2022/12/04 14:58:03 - mmengine - INFO - Epoch(train) [9][1140/4451] lr: 1.1276e-02 eta: 0:42:15 time: 0.3279 data_time: 0.0096 memory: 8770 grad_norm: 0.1152 loss: 0.0159 recall@thr=0.5: 0.8517 prec@thr=0.5: 0.8083 recall@top3: 0.9100 prec@top3: 0.7500 recall@top5: 0.9833 prec@top5: 0.5100 loss_action_cls: 0.0159 2022/12/04 14:58:09 - mmengine - INFO - Epoch(train) [9][1160/4451] lr: 1.1220e-02 eta: 0:42:08 time: 0.3281 data_time: 0.0096 memory: 8790 grad_norm: 0.1237 loss: 0.0169 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.5556 recall@top3: 0.6556 prec@top3: 0.4667 recall@top5: 0.8000 prec@top5: 0.3467 loss_action_cls: 0.0169 2022/12/04 14:58:16 - mmengine - INFO - Epoch(train) [9][1180/4451] lr: 1.1165e-02 eta: 0:42:02 time: 0.3268 data_time: 0.0097 memory: 8771 grad_norm: 0.1206 loss: 0.0165 recall@thr=0.5: 0.6842 prec@thr=0.5: 0.7789 recall@top3: 0.8684 prec@top3: 0.7018 recall@top5: 0.9211 prec@top5: 0.4632 loss_action_cls: 0.0165 2022/12/04 14:58:22 - mmengine - INFO - Epoch(train) [9][1200/4451] lr: 1.1109e-02 eta: 0:41:55 time: 0.3275 data_time: 0.0114 memory: 8813 grad_norm: 0.1166 loss: 0.0160 recall@thr=0.5: 0.7514 prec@thr=0.5: 0.7613 recall@top3: 0.8748 prec@top3: 0.5946 recall@top5: 0.9892 prec@top5: 0.4270 loss_action_cls: 0.0160 2022/12/04 14:58:29 - mmengine - INFO - Epoch(train) [9][1220/4451] lr: 1.1054e-02 eta: 0:41:49 time: 0.3255 data_time: 0.0111 memory: 8770 grad_norm: 0.1186 loss: 0.0168 recall@thr=0.5: 0.7111 prec@thr=0.5: 0.8333 recall@top3: 0.7778 prec@top3: 0.4889 recall@top5: 0.9333 prec@top5: 0.3600 loss_action_cls: 0.0168 2022/12/04 14:58:35 - mmengine - INFO - Epoch(train) [9][1240/4451] lr: 1.0999e-02 eta: 0:41:42 time: 0.3284 data_time: 0.0107 memory: 8790 grad_norm: 0.1277 loss: 0.0159 recall@thr=0.5: 0.5815 prec@thr=0.5: 0.6296 recall@top3: 0.6778 prec@top3: 0.6111 recall@top5: 0.9074 prec@top5: 0.5111 loss_action_cls: 0.0159 2022/12/04 14:58:42 - mmengine - INFO - Epoch(train) [9][1260/4451] lr: 1.0943e-02 eta: 0:41:36 time: 0.3276 data_time: 0.0097 memory: 8780 grad_norm: 0.1145 loss: 0.0164 recall@thr=0.5: 0.5735 prec@thr=0.5: 0.6667 recall@top3: 0.8008 prec@top3: 0.5909 recall@top5: 0.9273 prec@top5: 0.4545 loss_action_cls: 0.0164 2022/12/04 14:58:48 - mmengine - INFO - Epoch(train) [9][1280/4451] lr: 1.0888e-02 eta: 0:41:29 time: 0.3254 data_time: 0.0104 memory: 8832 grad_norm: 0.1189 loss: 0.0153 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.7083 recall@top3: 0.8021 prec@top3: 0.5208 recall@top5: 0.9062 prec@top5: 0.3750 loss_action_cls: 0.0153 2022/12/04 14:58:55 - mmengine - INFO - Epoch(train) [9][1300/4451] lr: 1.0833e-02 eta: 0:41:22 time: 0.3272 data_time: 0.0099 memory: 8806 grad_norm: 0.1157 loss: 0.0187 recall@thr=0.5: 0.6961 prec@thr=0.5: 0.9706 recall@top3: 0.8431 prec@top3: 0.6667 recall@top5: 0.9461 prec@top5: 0.4824 loss_action_cls: 0.0187 2022/12/04 14:59:02 - mmengine - INFO - Epoch(train) [9][1320/4451] lr: 1.0779e-02 eta: 0:41:16 time: 0.3287 data_time: 0.0118 memory: 8780 grad_norm: 0.1201 loss: 0.0172 recall@thr=0.5: 0.7700 prec@thr=0.5: 0.7389 recall@top3: 0.8289 prec@top3: 0.5556 recall@top5: 0.9167 prec@top5: 0.3867 loss_action_cls: 0.0172 2022/12/04 14:59:08 - mmengine - INFO - Epoch(train) [9][1340/4451] lr: 1.0724e-02 eta: 0:41:09 time: 0.3275 data_time: 0.0095 memory: 8774 grad_norm: 0.1248 loss: 0.0163 recall@thr=0.5: 0.7589 prec@thr=0.5: 0.8417 recall@top3: 0.7440 prec@top3: 0.6905 recall@top5: 0.9702 prec@top5: 0.5571 loss_action_cls: 0.0163 2022/12/04 14:59:15 - mmengine - INFO - Epoch(train) [9][1360/4451] lr: 1.0670e-02 eta: 0:41:03 time: 0.3276 data_time: 0.0097 memory: 8793 grad_norm: 0.1179 loss: 0.0165 recall@thr=0.5: 0.9167 prec@thr=0.5: 0.9048 recall@top3: 0.8929 prec@top3: 0.7937 recall@top5: 1.0000 prec@top5: 0.5619 loss_action_cls: 0.0165 2022/12/04 14:59:21 - mmengine - INFO - Epoch(train) [9][1380/4451] lr: 1.0615e-02 eta: 0:40:56 time: 0.3272 data_time: 0.0099 memory: 8770 grad_norm: 0.1194 loss: 0.0151 recall@thr=0.5: 0.8730 prec@thr=0.5: 0.8492 recall@top3: 0.9206 prec@top3: 0.7778 recall@top5: 1.0000 prec@top5: 0.5238 loss_action_cls: 0.0151 2022/12/04 14:59:25 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 14:59:28 - mmengine - INFO - Epoch(train) [9][1400/4451] lr: 1.0561e-02 eta: 0:40:50 time: 0.3274 data_time: 0.0103 memory: 8770 grad_norm: 0.1202 loss: 0.0181 recall@thr=0.5: 0.6417 prec@thr=0.5: 0.7917 recall@top3: 0.8250 prec@top3: 0.7000 recall@top5: 0.9500 prec@top5: 0.4800 loss_action_cls: 0.0181 2022/12/04 14:59:34 - mmengine - INFO - Epoch(train) [9][1420/4451] lr: 1.0507e-02 eta: 0:40:43 time: 0.3274 data_time: 0.0115 memory: 8786 grad_norm: 0.1205 loss: 0.0158 recall@thr=0.5: 0.6893 prec@thr=0.5: 1.0000 recall@top3: 0.8381 prec@top3: 0.7619 recall@top5: 0.9500 prec@top5: 0.5429 loss_action_cls: 0.0158 2022/12/04 14:59:41 - mmengine - INFO - Epoch(train) [9][1440/4451] lr: 1.0453e-02 eta: 0:40:37 time: 0.3259 data_time: 0.0101 memory: 8806 grad_norm: 0.1150 loss: 0.0160 recall@thr=0.5: 0.8750 prec@thr=0.5: 0.7500 recall@top3: 0.8958 prec@top3: 0.7083 recall@top5: 0.9688 prec@top5: 0.4750 loss_action_cls: 0.0160 2022/12/04 14:59:47 - mmengine - INFO - Epoch(train) [9][1460/4451] lr: 1.0399e-02 eta: 0:40:30 time: 0.3287 data_time: 0.0120 memory: 8793 grad_norm: 0.1235 loss: 0.0156 recall@thr=0.5: 0.7864 prec@thr=0.5: 0.9697 recall@top3: 0.9045 prec@top3: 0.7424 recall@top5: 0.9818 prec@top5: 0.5182 loss_action_cls: 0.0156 2022/12/04 14:59:54 - mmengine - INFO - Epoch(train) [9][1480/4451] lr: 1.0345e-02 eta: 0:40:24 time: 0.3285 data_time: 0.0099 memory: 8770 grad_norm: 0.1178 loss: 0.0179 recall@thr=0.5: 0.6800 prec@thr=0.5: 0.7333 recall@top3: 0.8667 prec@top3: 0.6400 recall@top5: 0.9400 prec@top5: 0.4240 loss_action_cls: 0.0179 2022/12/04 15:00:00 - mmengine - INFO - Epoch(train) [9][1500/4451] lr: 1.0291e-02 eta: 0:40:17 time: 0.3267 data_time: 0.0096 memory: 8770 grad_norm: 0.1228 loss: 0.0178 recall@thr=0.5: 0.8026 prec@thr=0.5: 0.7947 recall@top3: 0.8947 prec@top3: 0.6491 recall@top5: 0.9518 prec@top5: 0.4316 loss_action_cls: 0.0178 2022/12/04 15:00:07 - mmengine - INFO - Epoch(train) [9][1520/4451] lr: 1.0238e-02 eta: 0:40:11 time: 0.3292 data_time: 0.0097 memory: 8770 grad_norm: 0.1158 loss: 0.0145 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.8958 recall@top3: 0.8146 prec@top3: 0.6875 recall@top5: 0.8646 prec@top5: 0.4625 loss_action_cls: 0.0145 2022/12/04 15:00:14 - mmengine - INFO - Epoch(train) [9][1540/4451] lr: 1.0184e-02 eta: 0:40:04 time: 0.3282 data_time: 0.0106 memory: 8780 grad_norm: 0.1127 loss: 0.0146 recall@thr=0.5: 0.7417 prec@thr=0.5: 0.9167 recall@top3: 0.9194 prec@top3: 0.7778 recall@top5: 0.9806 prec@top5: 0.5133 loss_action_cls: 0.0146 2022/12/04 15:00:20 - mmengine - INFO - Epoch(train) [9][1560/4451] lr: 1.0131e-02 eta: 0:39:58 time: 0.3281 data_time: 0.0110 memory: 8777 grad_norm: 0.1184 loss: 0.0154 recall@thr=0.5: 0.5482 prec@thr=0.5: 0.6316 recall@top3: 0.9079 prec@top3: 0.6316 recall@top5: 0.9737 prec@top5: 0.4105 loss_action_cls: 0.0154 2022/12/04 15:00:27 - mmengine - INFO - Epoch(train) [9][1580/4451] lr: 1.0078e-02 eta: 0:39:51 time: 0.3268 data_time: 0.0097 memory: 8771 grad_norm: 0.1164 loss: 0.0160 recall@thr=0.5: 0.6373 prec@thr=0.5: 0.6569 recall@top3: 0.9510 prec@top3: 0.5098 recall@top5: 1.0000 prec@top5: 0.3294 loss_action_cls: 0.0160 2022/12/04 15:00:33 - mmengine - INFO - Epoch(train) [9][1600/4451] lr: 1.0025e-02 eta: 0:39:45 time: 0.3273 data_time: 0.0099 memory: 8770 grad_norm: 0.1195 loss: 0.0155 recall@thr=0.5: 0.8244 prec@thr=0.5: 0.8411 recall@top3: 0.8482 prec@top3: 0.7143 recall@top5: 0.9881 prec@top5: 0.5214 loss_action_cls: 0.0155 2022/12/04 15:00:40 - mmengine - INFO - Epoch(train) [9][1620/4451] lr: 9.9717e-03 eta: 0:39:38 time: 0.3281 data_time: 0.0110 memory: 8783 grad_norm: 0.1159 loss: 0.0160 recall@thr=0.5: 0.6708 prec@thr=0.5: 0.7000 recall@top3: 0.7792 prec@top3: 0.6167 recall@top5: 0.9500 prec@top5: 0.4500 loss_action_cls: 0.0160 2022/12/04 15:00:46 - mmengine - INFO - Epoch(train) [9][1640/4451] lr: 9.9189e-03 eta: 0:39:32 time: 0.3271 data_time: 0.0097 memory: 8771 grad_norm: 0.1152 loss: 0.0159 recall@thr=0.5: 0.6970 prec@thr=0.5: 0.8182 recall@top3: 0.8902 prec@top3: 0.6667 recall@top5: 0.9773 prec@top5: 0.4636 loss_action_cls: 0.0159 2022/12/04 15:00:53 - mmengine - INFO - Epoch(train) [9][1660/4451] lr: 9.8662e-03 eta: 0:39:25 time: 0.3265 data_time: 0.0093 memory: 8770 grad_norm: 0.1177 loss: 0.0169 recall@thr=0.5: 0.5903 prec@thr=0.5: 0.7778 recall@top3: 0.7778 prec@top3: 0.6250 recall@top5: 0.8819 prec@top5: 0.4500 loss_action_cls: 0.0169 2022/12/04 15:00:59 - mmengine - INFO - Epoch(train) [9][1680/4451] lr: 9.8137e-03 eta: 0:39:18 time: 0.3272 data_time: 0.0096 memory: 8796 grad_norm: 0.1212 loss: 0.0150 recall@thr=0.5: 0.6754 prec@thr=0.5: 0.6754 recall@top3: 0.8860 prec@top3: 0.6491 recall@top5: 0.9386 prec@top5: 0.4105 loss_action_cls: 0.0150 2022/12/04 15:01:06 - mmengine - INFO - Epoch(train) [9][1700/4451] lr: 9.7613e-03 eta: 0:39:12 time: 0.3258 data_time: 0.0103 memory: 8793 grad_norm: 0.1216 loss: 0.0166 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.9062 recall@top3: 0.8958 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4500 loss_action_cls: 0.0166 2022/12/04 15:01:13 - mmengine - INFO - Epoch(train) [9][1720/4451] lr: 9.7089e-03 eta: 0:39:05 time: 0.3273 data_time: 0.0095 memory: 8770 grad_norm: 0.1162 loss: 0.0158 recall@thr=0.5: 0.5104 prec@thr=0.5: 0.5417 recall@top3: 0.7292 prec@top3: 0.4375 recall@top5: 0.8646 prec@top5: 0.3125 loss_action_cls: 0.0158 2022/12/04 15:01:19 - mmengine - INFO - Epoch(train) [9][1740/4451] lr: 9.6568e-03 eta: 0:38:59 time: 0.3276 data_time: 0.0105 memory: 8777 grad_norm: 0.1218 loss: 0.0162 recall@thr=0.5: 0.5667 prec@thr=0.5: 0.7333 recall@top3: 0.7500 prec@top3: 0.6444 recall@top5: 0.9167 prec@top5: 0.4933 loss_action_cls: 0.0162 2022/12/04 15:01:26 - mmengine - INFO - Epoch(train) [9][1760/4451] lr: 9.6047e-03 eta: 0:38:52 time: 0.3279 data_time: 0.0095 memory: 8770 grad_norm: 0.1123 loss: 0.0144 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.8646 recall@top3: 0.8125 prec@top3: 0.7500 recall@top5: 0.9375 prec@top5: 0.5250 loss_action_cls: 0.0144 2022/12/04 15:01:32 - mmengine - INFO - Epoch(train) [9][1780/4451] lr: 9.5528e-03 eta: 0:38:46 time: 0.3275 data_time: 0.0098 memory: 8770 grad_norm: 0.1166 loss: 0.0188 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.7647 recall@top3: 0.7157 prec@top3: 0.6078 recall@top5: 0.8922 prec@top5: 0.4471 loss_action_cls: 0.0188 2022/12/04 15:01:39 - mmengine - INFO - Epoch(train) [9][1800/4451] lr: 9.5010e-03 eta: 0:38:39 time: 0.3267 data_time: 0.0127 memory: 8770 grad_norm: 0.1167 loss: 0.0152 recall@thr=0.5: 0.6795 prec@thr=0.5: 0.6923 recall@top3: 0.7949 prec@top3: 0.4615 recall@top5: 0.9359 prec@top5: 0.3385 loss_action_cls: 0.0152 2022/12/04 15:01:45 - mmengine - INFO - Epoch(train) [9][1820/4451] lr: 9.4493e-03 eta: 0:38:33 time: 0.3273 data_time: 0.0098 memory: 8816 grad_norm: 0.1180 loss: 0.0157 recall@thr=0.5: 0.9167 prec@thr=0.5: 0.8889 recall@top3: 0.9722 prec@top3: 0.7407 recall@top5: 1.0000 prec@top5: 0.4667 loss_action_cls: 0.0157 2022/12/04 15:01:52 - mmengine - INFO - Epoch(train) [9][1840/4451] lr: 9.3977e-03 eta: 0:38:26 time: 0.3268 data_time: 0.0111 memory: 8816 grad_norm: 0.1181 loss: 0.0152 recall@thr=0.5: 0.7008 prec@thr=0.5: 0.7121 recall@top3: 0.7727 prec@top3: 0.6515 recall@top5: 0.9091 prec@top5: 0.4727 loss_action_cls: 0.0152 2022/12/04 15:01:58 - mmengine - INFO - Epoch(train) [9][1860/4451] lr: 9.3463e-03 eta: 0:38:20 time: 0.3273 data_time: 0.0095 memory: 8770 grad_norm: 0.1208 loss: 0.0161 recall@thr=0.5: 0.7807 prec@thr=0.5: 0.8772 recall@top3: 0.9561 prec@top3: 0.5965 recall@top5: 0.9868 prec@top5: 0.3789 loss_action_cls: 0.0161 2022/12/04 15:02:05 - mmengine - INFO - Epoch(train) [9][1880/4451] lr: 9.2950e-03 eta: 0:38:13 time: 0.3284 data_time: 0.0101 memory: 8793 grad_norm: 0.1191 loss: 0.0158 recall@thr=0.5: 0.7460 prec@thr=0.5: 0.8016 recall@top3: 0.7619 prec@top3: 0.6032 recall@top5: 0.9683 prec@top5: 0.4286 loss_action_cls: 0.0158 2022/12/04 15:02:12 - mmengine - INFO - Epoch(train) [9][1900/4451] lr: 9.2438e-03 eta: 0:38:07 time: 0.3282 data_time: 0.0125 memory: 8774 grad_norm: 0.1162 loss: 0.0172 recall@thr=0.5: 0.5962 prec@thr=0.5: 0.6346 recall@top3: 0.8269 prec@top3: 0.5128 recall@top5: 0.9872 prec@top5: 0.3846 loss_action_cls: 0.0172 2022/12/04 15:02:18 - mmengine - INFO - Epoch(train) [9][1920/4451] lr: 9.1928e-03 eta: 0:38:00 time: 0.3265 data_time: 0.0103 memory: 8774 grad_norm: 0.1200 loss: 0.0173 recall@thr=0.5: 0.7652 prec@thr=0.5: 0.8636 recall@top3: 0.9470 prec@top3: 0.6515 recall@top5: 0.9621 prec@top5: 0.4000 loss_action_cls: 0.0173 2022/12/04 15:02:25 - mmengine - INFO - Epoch(train) [9][1940/4451] lr: 9.1419e-03 eta: 0:37:54 time: 0.3275 data_time: 0.0104 memory: 8783 grad_norm: 0.1209 loss: 0.0168 recall@thr=0.5: 0.4781 prec@thr=0.5: 0.5439 recall@top3: 0.7763 prec@top3: 0.5614 recall@top5: 0.9123 prec@top5: 0.4211 loss_action_cls: 0.0168 2022/12/04 15:02:31 - mmengine - INFO - Epoch(train) [9][1960/4451] lr: 9.0911e-03 eta: 0:37:47 time: 0.3264 data_time: 0.0094 memory: 8774 grad_norm: 0.1213 loss: 0.0164 recall@thr=0.5: 0.7589 prec@thr=0.5: 0.8929 recall@top3: 0.9196 prec@top3: 0.7619 recall@top5: 0.9881 prec@top5: 0.4929 loss_action_cls: 0.0164 2022/12/04 15:02:38 - mmengine - INFO - Epoch(train) [9][1980/4451] lr: 9.0404e-03 eta: 0:37:40 time: 0.3290 data_time: 0.0100 memory: 8804 grad_norm: 0.1152 loss: 0.0167 recall@thr=0.5: 0.5931 prec@thr=0.5: 0.6422 recall@top3: 0.8088 prec@top3: 0.5196 recall@top5: 0.8627 prec@top5: 0.3412 loss_action_cls: 0.0167 2022/12/04 15:02:44 - mmengine - INFO - Epoch(train) [9][2000/4451] lr: 8.9899e-03 eta: 0:37:34 time: 0.3270 data_time: 0.0096 memory: 8783 grad_norm: 0.1162 loss: 0.0170 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6500 recall@top3: 0.8833 prec@top3: 0.5333 recall@top5: 0.9417 prec@top5: 0.3500 loss_action_cls: 0.0170 2022/12/04 15:02:51 - mmengine - INFO - Epoch(train) [9][2020/4451] lr: 8.9395e-03 eta: 0:37:27 time: 0.3281 data_time: 0.0102 memory: 8770 grad_norm: 0.1197 loss: 0.0170 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.9398 recall@top3: 0.8426 prec@top3: 0.7407 recall@top5: 0.9676 prec@top5: 0.5222 loss_action_cls: 0.0170 2022/12/04 15:02:57 - mmengine - INFO - Epoch(train) [9][2040/4451] lr: 8.8892e-03 eta: 0:37:21 time: 0.3281 data_time: 0.0115 memory: 8770 grad_norm: 0.1175 loss: 0.0154 recall@thr=0.5: 0.7281 prec@thr=0.5: 0.8202 recall@top3: 0.8158 prec@top3: 0.5965 recall@top5: 0.9386 prec@top5: 0.4526 loss_action_cls: 0.0154 2022/12/04 15:03:04 - mmengine - INFO - Epoch(train) [9][2060/4451] lr: 8.8391e-03 eta: 0:37:14 time: 0.3275 data_time: 0.0097 memory: 8771 grad_norm: 0.1167 loss: 0.0160 recall@thr=0.5: 0.6132 prec@thr=0.5: 0.7368 recall@top3: 0.7579 prec@top3: 0.4912 recall@top5: 0.9281 prec@top5: 0.4000 loss_action_cls: 0.0160 2022/12/04 15:03:11 - mmengine - INFO - Epoch(train) [9][2080/4451] lr: 8.7890e-03 eta: 0:37:08 time: 0.3277 data_time: 0.0112 memory: 8770 grad_norm: 0.1240 loss: 0.0157 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8413 recall@top3: 0.8810 prec@top3: 0.5714 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0157 2022/12/04 15:03:17 - mmengine - INFO - Epoch(train) [9][2100/4451] lr: 8.7391e-03 eta: 0:37:01 time: 0.3270 data_time: 0.0111 memory: 8770 grad_norm: 0.1217 loss: 0.0175 recall@thr=0.5: 0.7536 prec@thr=0.5: 0.7319 recall@top3: 0.9312 prec@top3: 0.6957 recall@top5: 0.9783 prec@top5: 0.4522 loss_action_cls: 0.0175 2022/12/04 15:03:24 - mmengine - INFO - Epoch(train) [9][2120/4451] lr: 8.6894e-03 eta: 0:36:55 time: 0.3272 data_time: 0.0098 memory: 8774 grad_norm: 0.1197 loss: 0.0138 recall@thr=0.5: 0.9123 prec@thr=0.5: 0.9474 recall@top3: 1.0000 prec@top3: 0.7719 recall@top5: 1.0000 prec@top5: 0.4632 loss_action_cls: 0.0138 2022/12/04 15:03:30 - mmengine - INFO - Epoch(train) [9][2140/4451] lr: 8.6397e-03 eta: 0:36:48 time: 0.3268 data_time: 0.0106 memory: 8770 grad_norm: 0.1209 loss: 0.0171 recall@thr=0.5: 0.6526 prec@thr=0.5: 0.7788 recall@top3: 0.8115 prec@top3: 0.6538 recall@top5: 0.9538 prec@top5: 0.4615 loss_action_cls: 0.0171 2022/12/04 15:03:37 - mmengine - INFO - Epoch(train) [9][2160/4451] lr: 8.5902e-03 eta: 0:36:42 time: 0.3283 data_time: 0.0107 memory: 8770 grad_norm: 0.1174 loss: 0.0155 recall@thr=0.5: 0.8867 prec@thr=0.5: 0.8800 recall@top3: 0.9667 prec@top3: 0.6267 recall@top5: 1.0000 prec@top5: 0.3920 loss_action_cls: 0.0155 2022/12/04 15:03:43 - mmengine - INFO - Epoch(train) [9][2180/4451] lr: 8.5408e-03 eta: 0:36:35 time: 0.3280 data_time: 0.0093 memory: 8770 grad_norm: 0.1190 loss: 0.0164 recall@thr=0.5: 0.8556 prec@thr=0.5: 0.7556 recall@top3: 0.9333 prec@top3: 0.6444 recall@top5: 0.9778 prec@top5: 0.4133 loss_action_cls: 0.0164 2022/12/04 15:03:50 - mmengine - INFO - Epoch(train) [9][2200/4451] lr: 8.4916e-03 eta: 0:36:29 time: 0.3276 data_time: 0.0094 memory: 8770 grad_norm: 0.1195 loss: 0.0161 recall@thr=0.5: 0.6591 prec@thr=0.5: 0.7121 recall@top3: 0.7045 prec@top3: 0.4242 recall@top5: 0.8864 prec@top5: 0.3273 loss_action_cls: 0.0161 2022/12/04 15:03:56 - mmengine - INFO - Epoch(train) [9][2220/4451] lr: 8.4425e-03 eta: 0:36:22 time: 0.3271 data_time: 0.0098 memory: 8770 grad_norm: 0.1195 loss: 0.0162 recall@thr=0.5: 0.5290 prec@thr=0.5: 0.5942 recall@top3: 0.7355 prec@top3: 0.5652 recall@top5: 0.7899 prec@top5: 0.3739 loss_action_cls: 0.0162 2022/12/04 15:04:03 - mmengine - INFO - Epoch(train) [9][2240/4451] lr: 8.3935e-03 eta: 0:36:16 time: 0.3285 data_time: 0.0094 memory: 8780 grad_norm: 0.1217 loss: 0.0173 recall@thr=0.5: 0.6912 prec@thr=0.5: 0.9020 recall@top3: 0.8971 prec@top3: 0.7059 recall@top5: 0.9804 prec@top5: 0.4824 loss_action_cls: 0.0173 2022/12/04 15:04:09 - mmengine - INFO - Epoch(train) [9][2260/4451] lr: 8.3446e-03 eta: 0:36:09 time: 0.3268 data_time: 0.0099 memory: 8774 grad_norm: 0.1179 loss: 0.0169 recall@thr=0.5: 0.5379 prec@thr=0.5: 0.6515 recall@top3: 0.6136 prec@top3: 0.4545 recall@top5: 0.7652 prec@top5: 0.3636 loss_action_cls: 0.0169 2022/12/04 15:04:16 - mmengine - INFO - Epoch(train) [9][2280/4451] lr: 8.2959e-03 eta: 0:36:03 time: 0.3283 data_time: 0.0112 memory: 8796 grad_norm: 0.1197 loss: 0.0161 recall@thr=0.5: 0.7591 prec@thr=0.5: 0.8144 recall@top3: 0.8409 prec@top3: 0.6818 recall@top5: 0.9364 prec@top5: 0.4909 loss_action_cls: 0.0161 2022/12/04 15:04:23 - mmengine - INFO - Epoch(train) [9][2300/4451] lr: 8.2473e-03 eta: 0:35:56 time: 0.3282 data_time: 0.0125 memory: 8770 grad_norm: 0.1183 loss: 0.0149 recall@thr=0.5: 0.6583 prec@thr=0.5: 0.7250 recall@top3: 0.8083 prec@top3: 0.6167 recall@top5: 0.9333 prec@top5: 0.4600 loss_action_cls: 0.0149 2022/12/04 15:04:29 - mmengine - INFO - Epoch(train) [9][2320/4451] lr: 8.1988e-03 eta: 0:35:49 time: 0.3272 data_time: 0.0106 memory: 8770 grad_norm: 0.1215 loss: 0.0152 recall@thr=0.5: 0.9008 prec@thr=0.5: 0.9087 recall@top3: 0.9286 prec@top3: 0.7619 recall@top5: 0.9563 prec@top5: 0.4762 loss_action_cls: 0.0152 2022/12/04 15:04:36 - mmengine - INFO - Epoch(train) [9][2340/4451] lr: 8.1504e-03 eta: 0:35:43 time: 0.3282 data_time: 0.0097 memory: 8770 grad_norm: 0.1230 loss: 0.0169 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.7417 recall@top3: 0.8583 prec@top3: 0.6333 recall@top5: 0.9583 prec@top5: 0.4400 loss_action_cls: 0.0169 2022/12/04 15:04:42 - mmengine - INFO - Epoch(train) [9][2360/4451] lr: 8.1022e-03 eta: 0:35:36 time: 0.3278 data_time: 0.0094 memory: 8770 grad_norm: 0.1163 loss: 0.0179 recall@thr=0.5: 0.6771 prec@thr=0.5: 0.7535 recall@top3: 0.7951 prec@top3: 0.6667 recall@top5: 0.9028 prec@top5: 0.4667 loss_action_cls: 0.0179 2022/12/04 15:04:49 - mmengine - INFO - Epoch(train) [9][2380/4451] lr: 8.0541e-03 eta: 0:35:30 time: 0.3268 data_time: 0.0095 memory: 8770 grad_norm: 0.1198 loss: 0.0170 recall@thr=0.5: 0.7368 prec@thr=0.5: 0.7982 recall@top3: 0.8596 prec@top3: 0.6140 recall@top5: 0.9211 prec@top5: 0.4000 loss_action_cls: 0.0170 2022/12/04 15:04:53 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 15:04:55 - mmengine - INFO - Epoch(train) [9][2400/4451] lr: 8.0062e-03 eta: 0:35:23 time: 0.3272 data_time: 0.0101 memory: 8780 grad_norm: 0.1133 loss: 0.0164 recall@thr=0.5: 0.6270 prec@thr=0.5: 0.6865 recall@top3: 0.8175 prec@top3: 0.5873 recall@top5: 0.9048 prec@top5: 0.4000 loss_action_cls: 0.0164 2022/12/04 15:05:02 - mmengine - INFO - Epoch(train) [9][2420/4451] lr: 7.9584e-03 eta: 0:35:17 time: 0.3267 data_time: 0.0093 memory: 8771 grad_norm: 0.1215 loss: 0.0168 recall@thr=0.5: 0.7611 prec@thr=0.5: 0.7130 recall@top3: 0.8583 prec@top3: 0.5741 recall@top5: 0.9444 prec@top5: 0.4111 loss_action_cls: 0.0168 2022/12/04 15:05:08 - mmengine - INFO - Epoch(train) [9][2440/4451] lr: 7.9107e-03 eta: 0:35:10 time: 0.3265 data_time: 0.0097 memory: 8770 grad_norm: 0.1141 loss: 0.0156 recall@thr=0.5: 0.6759 prec@thr=0.5: 0.8704 recall@top3: 0.7870 prec@top3: 0.6481 recall@top5: 0.9259 prec@top5: 0.4667 loss_action_cls: 0.0156 2022/12/04 15:05:15 - mmengine - INFO - Epoch(train) [9][2460/4451] lr: 7.8631e-03 eta: 0:35:04 time: 0.3276 data_time: 0.0101 memory: 8826 grad_norm: 0.1176 loss: 0.0155 recall@thr=0.5: 0.8573 prec@thr=0.5: 0.8385 recall@top3: 0.8417 prec@top3: 0.7187 recall@top5: 0.9625 prec@top5: 0.5187 loss_action_cls: 0.0155 2022/12/04 15:05:22 - mmengine - INFO - Epoch(train) [9][2480/4451] lr: 7.8157e-03 eta: 0:34:57 time: 0.3271 data_time: 0.0096 memory: 8790 grad_norm: 0.1183 loss: 0.0165 recall@thr=0.5: 0.8345 prec@thr=0.5: 0.8851 recall@top3: 0.8885 prec@top3: 0.6782 recall@top5: 0.9655 prec@top5: 0.4621 loss_action_cls: 0.0165 2022/12/04 15:05:28 - mmengine - INFO - Epoch(train) [9][2500/4451] lr: 7.7684e-03 eta: 0:34:51 time: 0.3286 data_time: 0.0093 memory: 8786 grad_norm: 0.1202 loss: 0.0167 recall@thr=0.5: 0.6889 prec@thr=0.5: 0.7556 recall@top3: 0.9444 prec@top3: 0.6444 recall@top5: 1.0000 prec@top5: 0.4133 loss_action_cls: 0.0167 2022/12/04 15:05:35 - mmengine - INFO - Epoch(train) [9][2520/4451] lr: 7.7212e-03 eta: 0:34:44 time: 0.3277 data_time: 0.0107 memory: 8777 grad_norm: 0.1224 loss: 0.0144 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.8417 recall@top3: 0.8417 prec@top3: 0.7000 recall@top5: 0.9500 prec@top5: 0.4800 loss_action_cls: 0.0144 2022/12/04 15:05:41 - mmengine - INFO - Epoch(train) [9][2540/4451] lr: 7.6742e-03 eta: 0:34:38 time: 0.3285 data_time: 0.0117 memory: 8832 grad_norm: 0.1200 loss: 0.0156 recall@thr=0.5: 0.7806 prec@thr=0.5: 0.9111 recall@top3: 0.8778 prec@top3: 0.8556 recall@top5: 0.9889 prec@top5: 0.6000 loss_action_cls: 0.0156 2022/12/04 15:05:48 - mmengine - INFO - Epoch(train) [9][2560/4451] lr: 7.6273e-03 eta: 0:34:31 time: 0.3265 data_time: 0.0123 memory: 8771 grad_norm: 0.1141 loss: 0.0164 recall@thr=0.5: 0.8095 prec@thr=0.5: 1.0000 recall@top3: 1.0000 prec@top3: 0.7143 recall@top5: 1.0000 prec@top5: 0.4286 loss_action_cls: 0.0164 2022/12/04 15:05:54 - mmengine - INFO - Epoch(train) [9][2580/4451] lr: 7.5805e-03 eta: 0:34:25 time: 0.3266 data_time: 0.0097 memory: 8796 grad_norm: 0.1170 loss: 0.0172 recall@thr=0.5: 0.5421 prec@thr=0.5: 0.6272 recall@top3: 0.6377 prec@top3: 0.5789 recall@top5: 0.9211 prec@top5: 0.5053 loss_action_cls: 0.0172 2022/12/04 15:06:01 - mmengine - INFO - Epoch(train) [9][2600/4451] lr: 7.5339e-03 eta: 0:34:18 time: 0.3266 data_time: 0.0104 memory: 8770 grad_norm: 0.1195 loss: 0.0149 recall@thr=0.5: 0.7105 prec@thr=0.5: 0.8772 recall@top3: 0.8246 prec@top3: 0.6491 recall@top5: 0.9211 prec@top5: 0.4526 loss_action_cls: 0.0149 2022/12/04 15:06:07 - mmengine - INFO - Epoch(train) [9][2620/4451] lr: 7.4874e-03 eta: 0:34:12 time: 0.3280 data_time: 0.0098 memory: 8777 grad_norm: 0.1159 loss: 0.0155 recall@thr=0.5: 0.7763 prec@thr=0.5: 0.8816 recall@top3: 0.8640 prec@top3: 0.7018 recall@top5: 0.9825 prec@top5: 0.4737 loss_action_cls: 0.0155 2022/12/04 15:06:14 - mmengine - INFO - Epoch(train) [9][2640/4451] lr: 7.4410e-03 eta: 0:34:05 time: 0.3282 data_time: 0.0120 memory: 8777 grad_norm: 0.1241 loss: 0.0153 recall@thr=0.5: 0.6649 prec@thr=0.5: 0.7509 recall@top3: 0.7579 prec@top3: 0.6667 recall@top5: 0.8702 prec@top5: 0.4842 loss_action_cls: 0.0153 2022/12/04 15:06:21 - mmengine - INFO - Epoch(train) [9][2660/4451] lr: 7.3948e-03 eta: 0:33:58 time: 0.3286 data_time: 0.0102 memory: 8771 grad_norm: 0.1230 loss: 0.0167 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.9167 recall@top3: 0.9722 prec@top3: 0.7778 recall@top5: 1.0000 prec@top5: 0.4889 loss_action_cls: 0.0167 2022/12/04 15:06:27 - mmengine - INFO - Epoch(train) [9][2680/4451] lr: 7.3486e-03 eta: 0:33:52 time: 0.3265 data_time: 0.0102 memory: 8780 grad_norm: 0.1194 loss: 0.0162 recall@thr=0.5: 0.8000 prec@thr=0.5: 0.8250 recall@top3: 0.9250 prec@top3: 0.6667 recall@top5: 0.9833 prec@top5: 0.4300 loss_action_cls: 0.0162 2022/12/04 15:06:34 - mmengine - INFO - Epoch(train) [9][2700/4451] lr: 7.3027e-03 eta: 0:33:45 time: 0.3264 data_time: 0.0097 memory: 8770 grad_norm: 0.1168 loss: 0.0175 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.8753 recall@top3: 0.7963 prec@top3: 0.6667 recall@top5: 0.8889 prec@top5: 0.4667 loss_action_cls: 0.0175 2022/12/04 15:06:40 - mmengine - INFO - Epoch(train) [9][2720/4451] lr: 7.2568e-03 eta: 0:33:39 time: 0.3265 data_time: 0.0100 memory: 8793 grad_norm: 0.1217 loss: 0.0161 recall@thr=0.5: 0.8449 prec@thr=0.5: 0.8825 recall@top3: 0.8521 prec@top3: 0.7436 recall@top5: 0.9897 prec@top5: 0.5231 loss_action_cls: 0.0161 2022/12/04 15:06:47 - mmengine - INFO - Epoch(train) [9][2740/4451] lr: 7.2111e-03 eta: 0:33:32 time: 0.3268 data_time: 0.0097 memory: 8790 grad_norm: 0.1195 loss: 0.0158 recall@thr=0.5: 0.6800 prec@thr=0.5: 0.8400 recall@top3: 0.7800 prec@top3: 0.5200 recall@top5: 0.9000 prec@top5: 0.3520 loss_action_cls: 0.0158 2022/12/04 15:06:53 - mmengine - INFO - Epoch(train) [9][2760/4451] lr: 7.1655e-03 eta: 0:33:26 time: 0.3270 data_time: 0.0096 memory: 8777 grad_norm: 0.1205 loss: 0.0155 recall@thr=0.5: 0.5750 prec@thr=0.5: 0.7118 recall@top3: 0.5958 prec@top3: 0.5556 recall@top5: 0.7403 prec@top5: 0.4333 loss_action_cls: 0.0155 2022/12/04 15:07:00 - mmengine - INFO - Epoch(train) [9][2780/4451] lr: 7.1201e-03 eta: 0:33:19 time: 0.3272 data_time: 0.0097 memory: 8780 grad_norm: 0.1182 loss: 0.0156 recall@thr=0.5: 0.7157 prec@thr=0.5: 0.7745 recall@top3: 0.8333 prec@top3: 0.4902 recall@top5: 1.0000 prec@top5: 0.3647 loss_action_cls: 0.0156 2022/12/04 15:07:06 - mmengine - INFO - Epoch(train) [9][2800/4451] lr: 7.0748e-03 eta: 0:33:13 time: 0.3272 data_time: 0.0114 memory: 8774 grad_norm: 0.1224 loss: 0.0156 recall@thr=0.5: 0.6633 prec@thr=0.5: 0.8417 recall@top3: 0.8883 prec@top3: 0.7667 recall@top5: 0.9733 prec@top5: 0.5100 loss_action_cls: 0.0156 2022/12/04 15:07:13 - mmengine - INFO - Epoch(train) [9][2820/4451] lr: 7.0296e-03 eta: 0:33:06 time: 0.3280 data_time: 0.0122 memory: 8770 grad_norm: 0.1160 loss: 0.0149 recall@thr=0.5: 0.8438 prec@thr=0.5: 0.8125 recall@top3: 0.8229 prec@top3: 0.5625 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0149 2022/12/04 15:07:19 - mmengine - INFO - Epoch(train) [9][2840/4451] lr: 6.9846e-03 eta: 0:33:00 time: 0.3262 data_time: 0.0098 memory: 8770 grad_norm: 0.1175 loss: 0.0158 recall@thr=0.5: 0.6852 prec@thr=0.5: 0.8056 recall@top3: 0.9722 prec@top3: 0.5556 recall@top5: 1.0000 prec@top5: 0.3444 loss_action_cls: 0.0158 2022/12/04 15:07:26 - mmengine - INFO - Epoch(train) [9][2860/4451] lr: 6.9397e-03 eta: 0:32:53 time: 0.3280 data_time: 0.0098 memory: 8804 grad_norm: 0.1238 loss: 0.0153 recall@thr=0.5: 0.4825 prec@thr=0.5: 0.6316 recall@top3: 0.8333 prec@top3: 0.5088 recall@top5: 0.9737 prec@top5: 0.3684 loss_action_cls: 0.0153 2022/12/04 15:07:33 - mmengine - INFO - Epoch(train) [9][2880/4451] lr: 6.8949e-03 eta: 0:32:47 time: 0.3279 data_time: 0.0093 memory: 8780 grad_norm: 0.1160 loss: 0.0146 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7333 recall@top3: 0.9167 prec@top3: 0.6500 recall@top5: 0.9667 prec@top5: 0.4200 loss_action_cls: 0.0146 2022/12/04 15:07:39 - mmengine - INFO - Epoch(train) [9][2900/4451] lr: 6.8502e-03 eta: 0:32:40 time: 0.3277 data_time: 0.0100 memory: 8790 grad_norm: 0.1156 loss: 0.0149 recall@thr=0.5: 0.8181 prec@thr=0.5: 0.8021 recall@top3: 0.8632 prec@top3: 0.7083 recall@top5: 0.9458 prec@top5: 0.4750 loss_action_cls: 0.0149 2022/12/04 15:07:46 - mmengine - INFO - Epoch(train) [9][2920/4451] lr: 6.8057e-03 eta: 0:32:34 time: 0.3270 data_time: 0.0098 memory: 8783 grad_norm: 0.1165 loss: 0.0154 recall@thr=0.5: 0.7632 prec@thr=0.5: 0.9123 recall@top3: 0.9123 prec@top3: 0.7368 recall@top5: 0.9561 prec@top5: 0.4632 loss_action_cls: 0.0154 2022/12/04 15:07:52 - mmengine - INFO - Epoch(train) [9][2940/4451] lr: 6.7614e-03 eta: 0:32:27 time: 0.3273 data_time: 0.0097 memory: 8770 grad_norm: 0.1212 loss: 0.0161 recall@thr=0.5: 0.8391 prec@thr=0.5: 0.9425 recall@top3: 0.8994 prec@top3: 0.8391 recall@top5: 0.9770 prec@top5: 0.5586 loss_action_cls: 0.0161 2022/12/04 15:07:59 - mmengine - INFO - Epoch(train) [9][2960/4451] lr: 6.7171e-03 eta: 0:32:21 time: 0.3266 data_time: 0.0118 memory: 8806 grad_norm: 0.1209 loss: 0.0168 recall@thr=0.5: 0.7611 prec@thr=0.5: 0.9250 recall@top3: 0.8630 prec@top3: 0.6667 recall@top5: 0.9519 prec@top5: 0.4667 loss_action_cls: 0.0168 2022/12/04 15:08:05 - mmengine - INFO - Epoch(train) [9][2980/4451] lr: 6.6730e-03 eta: 0:32:14 time: 0.3262 data_time: 0.0099 memory: 8770 grad_norm: 0.1231 loss: 0.0178 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.9000 recall@top3: 0.8333 prec@top3: 0.5333 recall@top5: 0.9000 prec@top5: 0.3467 loss_action_cls: 0.0178 2022/12/04 15:08:12 - mmengine - INFO - Epoch(train) [9][3000/4451] lr: 6.6291e-03 eta: 0:32:07 time: 0.3283 data_time: 0.0118 memory: 8813 grad_norm: 0.1205 loss: 0.0176 recall@thr=0.5: 0.9537 prec@thr=0.5: 0.8889 recall@top3: 0.9231 prec@top3: 0.5926 recall@top5: 0.9815 prec@top5: 0.4111 loss_action_cls: 0.0176 2022/12/04 15:08:18 - mmengine - INFO - Epoch(train) [9][3020/4451] lr: 6.5852e-03 eta: 0:32:01 time: 0.3283 data_time: 0.0099 memory: 8780 grad_norm: 0.1243 loss: 0.0179 recall@thr=0.5: 0.5450 prec@thr=0.5: 0.6417 recall@top3: 0.7058 prec@top3: 0.6333 recall@top5: 0.9750 prec@top5: 0.5200 loss_action_cls: 0.0179 2022/12/04 15:08:25 - mmengine - INFO - Epoch(train) [9][3040/4451] lr: 6.5415e-03 eta: 0:31:54 time: 0.3264 data_time: 0.0122 memory: 8770 grad_norm: 0.1137 loss: 0.0143 recall@thr=0.5: 0.8627 prec@thr=0.5: 0.9216 recall@top3: 0.8578 prec@top3: 0.6863 recall@top5: 0.9706 prec@top5: 0.4824 loss_action_cls: 0.0143 2022/12/04 15:08:31 - mmengine - INFO - Epoch(train) [9][3060/4451] lr: 6.4980e-03 eta: 0:31:48 time: 0.3263 data_time: 0.0094 memory: 8770 grad_norm: 0.1221 loss: 0.0163 recall@thr=0.5: 0.6958 prec@thr=0.5: 0.6167 recall@top3: 0.8875 prec@top3: 0.5667 recall@top5: 0.9458 prec@top5: 0.3700 loss_action_cls: 0.0163 2022/12/04 15:08:38 - mmengine - INFO - Epoch(train) [9][3080/4451] lr: 6.4545e-03 eta: 0:31:41 time: 0.3272 data_time: 0.0096 memory: 8771 grad_norm: 0.1172 loss: 0.0171 recall@thr=0.5: 0.7549 prec@thr=0.5: 0.9020 recall@top3: 0.8627 prec@top3: 0.7843 recall@top5: 0.9804 prec@top5: 0.5529 loss_action_cls: 0.0171 2022/12/04 15:08:45 - mmengine - INFO - Epoch(train) [9][3100/4451] lr: 6.4112e-03 eta: 0:31:35 time: 0.3268 data_time: 0.0103 memory: 8770 grad_norm: 0.1248 loss: 0.0163 recall@thr=0.5: 0.7760 prec@thr=0.5: 0.9167 recall@top3: 0.8906 prec@top3: 0.7708 recall@top5: 1.0000 prec@top5: 0.5125 loss_action_cls: 0.0163 2022/12/04 15:08:51 - mmengine - INFO - Epoch(train) [9][3120/4451] lr: 6.3681e-03 eta: 0:31:28 time: 0.3280 data_time: 0.0098 memory: 8770 grad_norm: 0.1185 loss: 0.0153 recall@thr=0.5: 0.7012 prec@thr=0.5: 0.8272 recall@top3: 0.8000 prec@top3: 0.7284 recall@top5: 0.8765 prec@top5: 0.4889 loss_action_cls: 0.0153 2022/12/04 15:08:58 - mmengine - INFO - Epoch(train) [9][3140/4451] lr: 6.3251e-03 eta: 0:31:22 time: 0.3251 data_time: 0.0096 memory: 8770 grad_norm: 0.1196 loss: 0.0157 recall@thr=0.5: 0.6548 prec@thr=0.5: 0.6786 recall@top3: 0.8036 prec@top3: 0.7143 recall@top5: 0.9286 prec@top5: 0.5143 loss_action_cls: 0.0157 2022/12/04 15:09:04 - mmengine - INFO - Epoch(train) [9][3160/4451] lr: 6.2822e-03 eta: 0:31:15 time: 0.3280 data_time: 0.0094 memory: 8770 grad_norm: 0.1181 loss: 0.0159 recall@thr=0.5: 0.6699 prec@thr=0.5: 0.8013 recall@top3: 0.8013 prec@top3: 0.6795 recall@top5: 0.9487 prec@top5: 0.4923 loss_action_cls: 0.0159 2022/12/04 15:09:11 - mmengine - INFO - Epoch(train) [9][3180/4451] lr: 6.2394e-03 eta: 0:31:09 time: 0.3292 data_time: 0.0097 memory: 8806 grad_norm: 0.1181 loss: 0.0170 recall@thr=0.5: 0.7822 prec@thr=0.5: 0.7544 recall@top3: 0.8800 prec@top3: 0.5778 recall@top5: 0.9933 prec@top5: 0.4133 loss_action_cls: 0.0170 2022/12/04 15:09:17 - mmengine - INFO - Epoch(train) [9][3200/4451] lr: 6.1968e-03 eta: 0:31:02 time: 0.3271 data_time: 0.0095 memory: 8813 grad_norm: 0.1218 loss: 0.0173 recall@thr=0.5: 0.6812 prec@thr=0.5: 0.7500 recall@top3: 0.7646 prec@top3: 0.6042 recall@top5: 0.8844 prec@top5: 0.4125 loss_action_cls: 0.0173 2022/12/04 15:09:24 - mmengine - INFO - Epoch(train) [9][3220/4451] lr: 6.1544e-03 eta: 0:30:56 time: 0.3281 data_time: 0.0097 memory: 8780 grad_norm: 0.1191 loss: 0.0158 recall@thr=0.5: 0.8556 prec@thr=0.5: 0.8500 recall@top3: 0.8333 prec@top3: 0.5778 recall@top5: 1.0000 prec@top5: 0.4400 loss_action_cls: 0.0158 2022/12/04 15:09:30 - mmengine - INFO - Epoch(train) [9][3240/4451] lr: 6.1120e-03 eta: 0:30:49 time: 0.3268 data_time: 0.0117 memory: 8770 grad_norm: 0.1203 loss: 0.0164 recall@thr=0.5: 0.6275 prec@thr=0.5: 0.6078 recall@top3: 0.7941 prec@top3: 0.5490 recall@top5: 0.9559 prec@top5: 0.4118 loss_action_cls: 0.0164 2022/12/04 15:09:37 - mmengine - INFO - Epoch(train) [9][3260/4451] lr: 6.0698e-03 eta: 0:30:43 time: 0.3274 data_time: 0.0095 memory: 8770 grad_norm: 0.1237 loss: 0.0163 recall@thr=0.5: 0.6750 prec@thr=0.5: 0.8083 recall@top3: 0.8583 prec@top3: 0.8000 recall@top5: 0.9750 prec@top5: 0.5500 loss_action_cls: 0.0163 2022/12/04 15:09:44 - mmengine - INFO - Epoch(train) [9][3280/4451] lr: 6.0277e-03 eta: 0:30:36 time: 0.3276 data_time: 0.0098 memory: 8771 grad_norm: 0.1221 loss: 0.0166 recall@thr=0.5: 0.5399 prec@thr=0.5: 0.7174 recall@top3: 0.6703 prec@top3: 0.5942 recall@top5: 0.7935 prec@top5: 0.4348 loss_action_cls: 0.0166 2022/12/04 15:09:50 - mmengine - INFO - Epoch(train) [9][3300/4451] lr: 5.9858e-03 eta: 0:30:29 time: 0.3278 data_time: 0.0115 memory: 8770 grad_norm: 0.1176 loss: 0.0167 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.8042 recall@top3: 0.7167 prec@top3: 0.6000 recall@top5: 0.9417 prec@top5: 0.4600 loss_action_cls: 0.0167 2022/12/04 15:09:57 - mmengine - INFO - Epoch(train) [9][3320/4451] lr: 5.9440e-03 eta: 0:30:23 time: 0.3287 data_time: 0.0097 memory: 8770 grad_norm: 0.1151 loss: 0.0169 recall@thr=0.5: 0.5708 prec@thr=0.5: 0.6000 recall@top3: 0.7083 prec@top3: 0.6000 recall@top5: 0.9208 prec@top5: 0.4700 loss_action_cls: 0.0169 2022/12/04 15:10:03 - mmengine - INFO - Epoch(train) [9][3340/4451] lr: 5.9024e-03 eta: 0:30:16 time: 0.3278 data_time: 0.0097 memory: 8770 grad_norm: 0.1172 loss: 0.0177 recall@thr=0.5: 0.7342 prec@thr=0.5: 0.9500 recall@top3: 0.7758 prec@top3: 0.7333 recall@top5: 0.8692 prec@top5: 0.5100 loss_action_cls: 0.0177 2022/12/04 15:10:10 - mmengine - INFO - Epoch(train) [9][3360/4451] lr: 5.8609e-03 eta: 0:30:10 time: 0.3292 data_time: 0.0109 memory: 8806 grad_norm: 0.1212 loss: 0.0172 recall@thr=0.5: 0.7149 prec@thr=0.5: 0.7684 recall@top3: 0.7149 prec@top3: 0.6140 recall@top5: 0.9035 prec@top5: 0.4737 loss_action_cls: 0.0172 2022/12/04 15:10:16 - mmengine - INFO - Epoch(train) [9][3380/4451] lr: 5.8195e-03 eta: 0:30:03 time: 0.3273 data_time: 0.0094 memory: 8780 grad_norm: 0.1177 loss: 0.0144 recall@thr=0.5: 0.7677 prec@thr=0.5: 0.8384 recall@top3: 0.8157 prec@top3: 0.5960 recall@top5: 0.9242 prec@top5: 0.4242 loss_action_cls: 0.0144 2022/12/04 15:10:20 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 15:10:23 - mmengine - INFO - Epoch(train) [9][3400/4451] lr: 5.7782e-03 eta: 0:29:57 time: 0.3271 data_time: 0.0092 memory: 8770 grad_norm: 0.1199 loss: 0.0165 recall@thr=0.5: 0.6894 prec@thr=0.5: 0.8788 recall@top3: 0.8106 prec@top3: 0.6515 recall@top5: 0.9167 prec@top5: 0.4545 loss_action_cls: 0.0165 2022/12/04 15:10:29 - mmengine - INFO - Epoch(train) [9][3420/4451] lr: 5.7371e-03 eta: 0:29:50 time: 0.3266 data_time: 0.0093 memory: 8796 grad_norm: 0.1220 loss: 0.0159 recall@thr=0.5: 0.5965 prec@thr=0.5: 0.6140 recall@top3: 0.8421 prec@top3: 0.5614 recall@top5: 0.9211 prec@top5: 0.3789 loss_action_cls: 0.0159 2022/12/04 15:10:36 - mmengine - INFO - Epoch(train) [9][3440/4451] lr: 5.6962e-03 eta: 0:29:44 time: 0.3284 data_time: 0.0103 memory: 8799 grad_norm: 0.1229 loss: 0.0172 recall@thr=0.5: 0.7262 prec@thr=0.5: 0.8006 recall@top3: 0.8571 prec@top3: 0.5714 recall@top5: 0.9524 prec@top5: 0.3786 loss_action_cls: 0.0172 2022/12/04 15:10:43 - mmengine - INFO - Epoch(train) [9][3460/4451] lr: 5.6553e-03 eta: 0:29:37 time: 0.3274 data_time: 0.0094 memory: 8770 grad_norm: 0.1209 loss: 0.0157 recall@thr=0.5: 0.7719 prec@thr=0.5: 0.8947 recall@top3: 0.9386 prec@top3: 0.6491 recall@top5: 1.0000 prec@top5: 0.4211 loss_action_cls: 0.0157 2022/12/04 15:10:49 - mmengine - INFO - Epoch(train) [9][3480/4451] lr: 5.6147e-03 eta: 0:29:31 time: 0.3283 data_time: 0.0098 memory: 8804 grad_norm: 0.1225 loss: 0.0171 recall@thr=0.5: 0.5490 prec@thr=0.5: 0.7647 recall@top3: 0.8333 prec@top3: 0.6078 recall@top5: 0.8627 prec@top5: 0.3765 loss_action_cls: 0.0171 2022/12/04 15:10:56 - mmengine - INFO - Epoch(train) [9][3500/4451] lr: 5.5741e-03 eta: 0:29:24 time: 0.3277 data_time: 0.0096 memory: 8770 grad_norm: 0.1185 loss: 0.0169 recall@thr=0.5: 0.7010 prec@thr=0.5: 0.7255 recall@top3: 0.7990 prec@top3: 0.5686 recall@top5: 0.9706 prec@top5: 0.4471 loss_action_cls: 0.0169 2022/12/04 15:11:02 - mmengine - INFO - Epoch(train) [9][3520/4451] lr: 5.5337e-03 eta: 0:29:18 time: 0.3278 data_time: 0.0098 memory: 8770 grad_norm: 0.1179 loss: 0.0166 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.7333 recall@top3: 0.7778 prec@top3: 0.5556 recall@top5: 0.9333 prec@top5: 0.4000 loss_action_cls: 0.0166 2022/12/04 15:11:09 - mmengine - INFO - Epoch(train) [9][3540/4451] lr: 5.4934e-03 eta: 0:29:11 time: 0.3266 data_time: 0.0094 memory: 8771 grad_norm: 0.1202 loss: 0.0155 recall@thr=0.5: 0.7787 prec@thr=0.5: 0.8793 recall@top3: 0.8592 prec@top3: 0.8851 recall@top5: 0.9598 prec@top5: 0.6000 loss_action_cls: 0.0155 2022/12/04 15:11:15 - mmengine - INFO - Epoch(train) [9][3560/4451] lr: 5.4533e-03 eta: 0:29:05 time: 0.3284 data_time: 0.0099 memory: 8774 grad_norm: 0.1186 loss: 0.0144 recall@thr=0.5: 0.7319 prec@thr=0.5: 0.8623 recall@top3: 0.9348 prec@top3: 0.5507 recall@top5: 1.0000 prec@top5: 0.3739 loss_action_cls: 0.0144 2022/12/04 15:11:22 - mmengine - INFO - Epoch(train) [9][3580/4451] lr: 5.4133e-03 eta: 0:28:58 time: 0.3270 data_time: 0.0106 memory: 8780 grad_norm: 0.1201 loss: 0.0163 recall@thr=0.5: 0.4943 prec@thr=0.5: 0.6178 recall@top3: 0.7586 prec@top3: 0.4943 recall@top5: 0.9253 prec@top5: 0.3517 loss_action_cls: 0.0163 2022/12/04 15:11:28 - mmengine - INFO - Epoch(train) [9][3600/4451] lr: 5.3734e-03 eta: 0:28:52 time: 0.3279 data_time: 0.0100 memory: 8786 grad_norm: 0.1229 loss: 0.0163 recall@thr=0.5: 0.6905 prec@thr=0.5: 0.6905 recall@top3: 0.8810 prec@top3: 0.5714 recall@top5: 0.9206 prec@top5: 0.3714 loss_action_cls: 0.0163 2022/12/04 15:11:35 - mmengine - INFO - Epoch(train) [9][3620/4451] lr: 5.3337e-03 eta: 0:28:45 time: 0.3294 data_time: 0.0111 memory: 8777 grad_norm: 0.1247 loss: 0.0163 recall@thr=0.5: 0.7246 prec@thr=0.5: 0.7754 recall@top3: 0.8261 prec@top3: 0.6522 recall@top5: 0.9565 prec@top5: 0.4609 loss_action_cls: 0.0163 2022/12/04 15:11:42 - mmengine - INFO - Epoch(train) [9][3640/4451] lr: 5.2941e-03 eta: 0:28:38 time: 0.3277 data_time: 0.0103 memory: 8774 grad_norm: 0.1201 loss: 0.0157 recall@thr=0.5: 0.8380 prec@thr=0.5: 0.9444 recall@top3: 0.8657 prec@top3: 0.7222 recall@top5: 0.9815 prec@top5: 0.5111 loss_action_cls: 0.0157 2022/12/04 15:11:48 - mmengine - INFO - Epoch(train) [9][3660/4451] lr: 5.2547e-03 eta: 0:28:32 time: 0.3269 data_time: 0.0113 memory: 8770 grad_norm: 0.1137 loss: 0.0166 recall@thr=0.5: 0.8816 prec@thr=0.5: 0.8728 recall@top3: 0.9342 prec@top3: 0.7368 recall@top5: 0.9518 prec@top5: 0.4526 loss_action_cls: 0.0166 2022/12/04 15:11:55 - mmengine - INFO - Epoch(train) [9][3680/4451] lr: 5.2154e-03 eta: 0:28:25 time: 0.3284 data_time: 0.0099 memory: 8799 grad_norm: 0.1166 loss: 0.0178 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.8042 recall@top3: 0.7917 prec@top3: 0.6000 recall@top5: 0.8625 prec@top5: 0.4000 loss_action_cls: 0.0178 2022/12/04 15:12:01 - mmengine - INFO - Epoch(train) [9][3700/4451] lr: 5.1762e-03 eta: 0:28:19 time: 0.3254 data_time: 0.0093 memory: 8780 grad_norm: 0.1173 loss: 0.0143 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.8125 recall@top3: 0.8958 prec@top3: 0.6458 recall@top5: 1.0000 prec@top5: 0.4375 loss_action_cls: 0.0143 2022/12/04 15:12:08 - mmengine - INFO - Epoch(train) [9][3720/4451] lr: 5.1372e-03 eta: 0:28:12 time: 0.3281 data_time: 0.0109 memory: 8771 grad_norm: 0.1169 loss: 0.0166 recall@thr=0.5: 0.8261 prec@thr=0.5: 0.8043 recall@top3: 0.8261 prec@top3: 0.6232 recall@top5: 0.9203 prec@top5: 0.4348 loss_action_cls: 0.0166 2022/12/04 15:12:14 - mmengine - INFO - Epoch(train) [9][3740/4451] lr: 5.0983e-03 eta: 0:28:06 time: 0.3281 data_time: 0.0102 memory: 8786 grad_norm: 0.1195 loss: 0.0162 recall@thr=0.5: 0.7623 prec@thr=0.5: 0.8117 recall@top3: 0.8457 prec@top3: 0.7654 recall@top5: 0.9630 prec@top5: 0.5259 loss_action_cls: 0.0162 2022/12/04 15:12:21 - mmengine - INFO - Epoch(train) [9][3760/4451] lr: 5.0596e-03 eta: 0:27:59 time: 0.3270 data_time: 0.0103 memory: 8796 grad_norm: 0.1177 loss: 0.0168 recall@thr=0.5: 0.6952 prec@thr=0.5: 0.9167 recall@top3: 0.8443 prec@top3: 0.6754 recall@top5: 0.9737 prec@top5: 0.4789 loss_action_cls: 0.0168 2022/12/04 15:12:27 - mmengine - INFO - Epoch(train) [9][3780/4451] lr: 5.0210e-03 eta: 0:27:53 time: 0.3269 data_time: 0.0096 memory: 8780 grad_norm: 0.1182 loss: 0.0161 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.7250 recall@top3: 0.7833 prec@top3: 0.5667 recall@top5: 0.9000 prec@top5: 0.4000 loss_action_cls: 0.0161 2022/12/04 15:12:34 - mmengine - INFO - Epoch(train) [9][3800/4451] lr: 4.9825e-03 eta: 0:27:46 time: 0.3286 data_time: 0.0096 memory: 8770 grad_norm: 0.1197 loss: 0.0169 recall@thr=0.5: 0.6142 prec@thr=0.5: 0.7765 recall@top3: 0.8086 prec@top3: 0.7407 recall@top5: 0.9877 prec@top5: 0.5630 loss_action_cls: 0.0169 2022/12/04 15:12:41 - mmengine - INFO - Epoch(train) [9][3820/4451] lr: 4.9442e-03 eta: 0:27:40 time: 0.3282 data_time: 0.0107 memory: 8770 grad_norm: 0.1225 loss: 0.0164 recall@thr=0.5: 0.6439 prec@thr=0.5: 0.6485 recall@top3: 0.7091 prec@top3: 0.5455 recall@top5: 0.8788 prec@top5: 0.4000 loss_action_cls: 0.0164 2022/12/04 15:12:47 - mmengine - INFO - Epoch(train) [9][3840/4451] lr: 4.9060e-03 eta: 0:27:33 time: 0.3272 data_time: 0.0099 memory: 8777 grad_norm: 0.1203 loss: 0.0163 recall@thr=0.5: 0.7659 prec@thr=0.5: 0.8651 recall@top3: 0.7976 prec@top3: 0.6349 recall@top5: 0.9246 prec@top5: 0.4476 loss_action_cls: 0.0163 2022/12/04 15:12:54 - mmengine - INFO - Epoch(train) [9][3860/4451] lr: 4.8680e-03 eta: 0:27:27 time: 0.3274 data_time: 0.0121 memory: 8770 grad_norm: 0.1180 loss: 0.0172 recall@thr=0.5: 0.7767 prec@thr=0.5: 0.9000 recall@top3: 0.8567 prec@top3: 0.6400 recall@top5: 0.9367 prec@top5: 0.4400 loss_action_cls: 0.0172 2022/12/04 15:13:00 - mmengine - INFO - Epoch(train) [9][3880/4451] lr: 4.8300e-03 eta: 0:27:20 time: 0.3285 data_time: 0.0097 memory: 8790 grad_norm: 0.1188 loss: 0.0152 recall@thr=0.5: 0.8420 prec@thr=0.5: 0.8600 recall@top3: 0.8040 prec@top3: 0.7733 recall@top5: 0.9420 prec@top5: 0.5520 loss_action_cls: 0.0152 2022/12/04 15:13:07 - mmengine - INFO - Epoch(train) [9][3900/4451] lr: 4.7923e-03 eta: 0:27:14 time: 0.3283 data_time: 0.0104 memory: 8786 grad_norm: 0.1200 loss: 0.0163 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.7153 recall@top3: 0.8750 prec@top3: 0.5000 recall@top5: 0.8750 prec@top5: 0.3000 loss_action_cls: 0.0163 2022/12/04 15:13:13 - mmengine - INFO - Epoch(train) [9][3920/4451] lr: 4.7547e-03 eta: 0:27:07 time: 0.3278 data_time: 0.0096 memory: 8770 grad_norm: 0.1178 loss: 0.0154 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7847 recall@top3: 0.8194 prec@top3: 0.5972 recall@top5: 0.9444 prec@top5: 0.4083 loss_action_cls: 0.0154 2022/12/04 15:13:20 - mmengine - INFO - Epoch(train) [9][3940/4451] lr: 4.7172e-03 eta: 0:27:00 time: 0.3268 data_time: 0.0097 memory: 8774 grad_norm: 0.1138 loss: 0.0144 recall@thr=0.5: 0.6750 prec@thr=0.5: 0.7833 recall@top3: 0.7917 prec@top3: 0.6667 recall@top5: 0.9833 prec@top5: 0.5100 loss_action_cls: 0.0144 2022/12/04 15:13:27 - mmengine - INFO - Epoch(train) [9][3960/4451] lr: 4.6798e-03 eta: 0:26:54 time: 0.3286 data_time: 0.0100 memory: 8786 grad_norm: 0.1237 loss: 0.0149 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.7807 recall@top3: 1.0000 prec@top3: 0.5439 recall@top5: 1.0000 prec@top5: 0.3263 loss_action_cls: 0.0149 2022/12/04 15:13:33 - mmengine - INFO - Epoch(train) [9][3980/4451] lr: 4.6426e-03 eta: 0:26:47 time: 0.3269 data_time: 0.0098 memory: 8770 grad_norm: 0.1226 loss: 0.0185 recall@thr=0.5: 0.4298 prec@thr=0.5: 0.5526 recall@top3: 0.7807 prec@top3: 0.5965 recall@top5: 0.8904 prec@top5: 0.4000 loss_action_cls: 0.0185 2022/12/04 15:13:40 - mmengine - INFO - Epoch(train) [9][4000/4451] lr: 4.6056e-03 eta: 0:26:41 time: 0.3280 data_time: 0.0096 memory: 8777 grad_norm: 0.1215 loss: 0.0196 recall@thr=0.5: 0.6094 prec@thr=0.5: 0.6615 recall@top3: 0.7604 prec@top3: 0.5312 recall@top5: 0.9062 prec@top5: 0.3750 loss_action_cls: 0.0196 2022/12/04 15:13:46 - mmengine - INFO - Epoch(train) [9][4020/4451] lr: 4.5687e-03 eta: 0:26:34 time: 0.3271 data_time: 0.0096 memory: 8777 grad_norm: 0.1202 loss: 0.0161 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.8889 recall@top3: 0.8472 prec@top3: 0.6111 recall@top5: 0.8889 prec@top5: 0.4000 loss_action_cls: 0.0161 2022/12/04 15:13:53 - mmengine - INFO - Epoch(train) [9][4040/4451] lr: 4.5319e-03 eta: 0:26:28 time: 0.3283 data_time: 0.0097 memory: 8829 grad_norm: 0.1174 loss: 0.0169 recall@thr=0.5: 0.6746 prec@thr=0.5: 0.7302 recall@top3: 0.8810 prec@top3: 0.5873 recall@top5: 0.9841 prec@top5: 0.4190 loss_action_cls: 0.0169 2022/12/04 15:13:59 - mmengine - INFO - Epoch(train) [9][4060/4451] lr: 4.4953e-03 eta: 0:26:21 time: 0.3277 data_time: 0.0099 memory: 8770 grad_norm: 0.1242 loss: 0.0181 recall@thr=0.5: 0.9198 prec@thr=0.5: 0.8117 recall@top3: 0.9012 prec@top3: 0.7654 recall@top5: 1.0000 prec@top5: 0.5259 loss_action_cls: 0.0181 2022/12/04 15:14:06 - mmengine - INFO - Epoch(train) [9][4080/4451] lr: 4.4588e-03 eta: 0:26:15 time: 0.3275 data_time: 0.0098 memory: 8774 grad_norm: 0.1232 loss: 0.0161 recall@thr=0.5: 0.7067 prec@thr=0.5: 0.8600 recall@top3: 0.7733 prec@top3: 0.7067 recall@top5: 0.9100 prec@top5: 0.5200 loss_action_cls: 0.0161 2022/12/04 15:14:12 - mmengine - INFO - Epoch(train) [9][4100/4451] lr: 4.4224e-03 eta: 0:26:08 time: 0.3280 data_time: 0.0100 memory: 8770 grad_norm: 0.1154 loss: 0.0143 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.7867 recall@top3: 0.7533 prec@top3: 0.7067 recall@top5: 0.9500 prec@top5: 0.5440 loss_action_cls: 0.0143 2022/12/04 15:14:19 - mmengine - INFO - Epoch(train) [9][4120/4451] lr: 4.3862e-03 eta: 0:26:02 time: 0.3277 data_time: 0.0096 memory: 8854 grad_norm: 0.1179 loss: 0.0140 recall@thr=0.5: 0.7341 prec@thr=0.5: 0.7381 recall@top3: 0.8254 prec@top3: 0.6032 recall@top5: 0.9603 prec@top5: 0.4476 loss_action_cls: 0.0140 2022/12/04 15:14:25 - mmengine - INFO - Epoch(train) [9][4140/4451] lr: 4.3502e-03 eta: 0:25:55 time: 0.3268 data_time: 0.0096 memory: 8777 grad_norm: 0.1185 loss: 0.0154 recall@thr=0.5: 0.7628 prec@thr=0.5: 0.7115 recall@top3: 0.7564 prec@top3: 0.5897 recall@top5: 0.9231 prec@top5: 0.4538 loss_action_cls: 0.0154 2022/12/04 15:14:32 - mmengine - INFO - Epoch(train) [9][4160/4451] lr: 4.3142e-03 eta: 0:25:49 time: 0.3268 data_time: 0.0110 memory: 8799 grad_norm: 0.1211 loss: 0.0164 recall@thr=0.5: 0.7405 prec@thr=0.5: 0.8324 recall@top3: 0.8357 prec@top3: 0.7429 recall@top5: 0.9500 prec@top5: 0.5314 loss_action_cls: 0.0164 2022/12/04 15:14:39 - mmengine - INFO - Epoch(train) [9][4180/4451] lr: 4.2785e-03 eta: 0:25:42 time: 0.3286 data_time: 0.0096 memory: 8774 grad_norm: 0.1160 loss: 0.0156 recall@thr=0.5: 0.4286 prec@thr=0.5: 0.5000 recall@top3: 0.8185 prec@top3: 0.5357 recall@top5: 0.9792 prec@top5: 0.4000 loss_action_cls: 0.0156 2022/12/04 15:14:45 - mmengine - INFO - Epoch(train) [9][4200/4451] lr: 4.2428e-03 eta: 0:25:36 time: 0.3270 data_time: 0.0099 memory: 8770 grad_norm: 0.1190 loss: 0.0141 recall@thr=0.5: 0.8587 prec@thr=0.5: 0.8623 recall@top3: 0.8804 prec@top3: 0.7391 recall@top5: 0.9457 prec@top5: 0.4870 loss_action_cls: 0.0141 2022/12/04 15:14:52 - mmengine - INFO - Epoch(train) [9][4220/4451] lr: 4.2073e-03 eta: 0:25:29 time: 0.3281 data_time: 0.0092 memory: 8786 grad_norm: 0.1202 loss: 0.0154 recall@thr=0.5: 0.8468 prec@thr=0.5: 0.8978 recall@top3: 0.8656 prec@top3: 0.8172 recall@top5: 0.9919 prec@top5: 0.5806 loss_action_cls: 0.0154 2022/12/04 15:14:58 - mmengine - INFO - Epoch(train) [9][4240/4451] lr: 4.1720e-03 eta: 0:25:23 time: 0.3271 data_time: 0.0094 memory: 8770 grad_norm: 0.1147 loss: 0.0152 recall@thr=0.5: 0.9444 prec@thr=0.5: 0.9630 recall@top3: 0.9444 prec@top3: 0.5741 recall@top5: 1.0000 prec@top5: 0.3778 loss_action_cls: 0.0152 2022/12/04 15:15:05 - mmengine - INFO - Epoch(train) [9][4260/4451] lr: 4.1368e-03 eta: 0:25:16 time: 0.3274 data_time: 0.0102 memory: 8770 grad_norm: 0.1197 loss: 0.0176 recall@thr=0.5: 0.4825 prec@thr=0.5: 0.5965 recall@top3: 0.5789 prec@top3: 0.4561 recall@top5: 0.8684 prec@top5: 0.3895 loss_action_cls: 0.0176 2022/12/04 15:15:11 - mmengine - INFO - Epoch(train) [9][4280/4451] lr: 4.1017e-03 eta: 0:25:09 time: 0.3274 data_time: 0.0108 memory: 8777 grad_norm: 0.1228 loss: 0.0165 recall@thr=0.5: 0.8175 prec@thr=0.5: 0.8730 recall@top3: 0.9048 prec@top3: 0.6667 recall@top5: 0.9762 prec@top5: 0.4190 loss_action_cls: 0.0165 2022/12/04 15:15:18 - mmengine - INFO - Epoch(train) [9][4300/4451] lr: 4.0668e-03 eta: 0:25:03 time: 0.3283 data_time: 0.0096 memory: 8783 grad_norm: 0.1220 loss: 0.0168 recall@thr=0.5: 0.7538 prec@thr=0.5: 0.7992 recall@top3: 0.7879 prec@top3: 0.6818 recall@top5: 0.9205 prec@top5: 0.4818 loss_action_cls: 0.0168 2022/12/04 15:15:24 - mmengine - INFO - Epoch(train) [9][4320/4451] lr: 4.0320e-03 eta: 0:24:56 time: 0.3270 data_time: 0.0097 memory: 8770 grad_norm: 0.1240 loss: 0.0171 recall@thr=0.5: 0.9111 prec@thr=0.5: 0.8111 recall@top3: 0.9500 prec@top3: 0.7111 recall@top5: 1.0000 prec@top5: 0.4600 loss_action_cls: 0.0171 2022/12/04 15:15:31 - mmengine - INFO - Epoch(train) [9][4340/4451] lr: 3.9973e-03 eta: 0:24:50 time: 0.3281 data_time: 0.0098 memory: 8770 grad_norm: 0.1217 loss: 0.0172 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.5606 recall@top3: 0.8636 prec@top3: 0.4394 recall@top5: 0.9318 prec@top5: 0.2909 loss_action_cls: 0.0172 2022/12/04 15:15:38 - mmengine - INFO - Epoch(train) [9][4360/4451] lr: 3.9629e-03 eta: 0:24:43 time: 0.3271 data_time: 0.0097 memory: 8774 grad_norm: 0.1203 loss: 0.0176 recall@thr=0.5: 0.8254 prec@thr=0.5: 0.8730 recall@top3: 0.9127 prec@top3: 0.6032 recall@top5: 0.9524 prec@top5: 0.3810 loss_action_cls: 0.0176 2022/12/04 15:15:44 - mmengine - INFO - Epoch(train) [9][4380/4451] lr: 3.9285e-03 eta: 0:24:37 time: 0.3277 data_time: 0.0095 memory: 8783 grad_norm: 0.1191 loss: 0.0170 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.9500 recall@top3: 0.9417 prec@top3: 0.7667 recall@top5: 0.9417 prec@top5: 0.4600 loss_action_cls: 0.0170 2022/12/04 15:15:48 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 15:15:51 - mmengine - INFO - Epoch(train) [9][4400/4451] lr: 3.8943e-03 eta: 0:24:30 time: 0.3266 data_time: 0.0105 memory: 8770 grad_norm: 0.1242 loss: 0.0172 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.7917 recall@top3: 0.9062 prec@top3: 0.5208 recall@top5: 1.0000 prec@top5: 0.3625 loss_action_cls: 0.0172 2022/12/04 15:15:57 - mmengine - INFO - Epoch(train) [9][4420/4451] lr: 3.8602e-03 eta: 0:24:24 time: 0.3265 data_time: 0.0096 memory: 8804 grad_norm: 0.1230 loss: 0.0158 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.6600 recall@top3: 0.9200 prec@top3: 0.6000 recall@top5: 1.0000 prec@top5: 0.3840 loss_action_cls: 0.0158 2022/12/04 15:16:04 - mmengine - INFO - Epoch(train) [9][4440/4451] lr: 3.8263e-03 eta: 0:24:17 time: 0.3282 data_time: 0.0104 memory: 8771 grad_norm: 0.1220 loss: 0.0169 recall@thr=0.5: 0.7675 prec@thr=0.5: 0.8798 recall@top3: 0.8421 prec@top3: 0.7193 recall@top5: 0.9737 prec@top5: 0.5474 loss_action_cls: 0.0169 2022/12/04 15:16:07 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 15:16:07 - mmengine - INFO - Epoch(train) [9][4451/4451] lr: 3.8077e-03 eta: 0:24:14 time: 0.3235 data_time: 0.0106 memory: 8777 grad_norm: 0.1215 loss: 0.0164 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7202 recall@top3: 0.7143 prec@top3: 0.5714 recall@top5: 0.9762 prec@top5: 0.4714 loss_action_cls: 0.0164 2022/12/04 15:16:07 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/12/04 15:16:13 - mmengine - INFO - Epoch(val) [9][ 20/6282] eta: 0:04:22 time: 0.0419 data_time: 0.0069 memory: 922 2022/12/04 15:16:14 - mmengine - INFO - Epoch(val) [9][ 40/6282] eta: 0:04:13 time: 0.0393 data_time: 0.0060 memory: 922 2022/12/04 15:16:15 - mmengine - INFO - Epoch(val) [9][ 60/6282] eta: 0:04:08 time: 0.0385 data_time: 0.0042 memory: 922 2022/12/04 15:16:16 - mmengine - INFO - Epoch(val) [9][ 80/6282] eta: 0:04:05 time: 0.0388 data_time: 0.0041 memory: 922 2022/12/04 15:16:16 - mmengine - INFO - Epoch(val) [9][ 100/6282] eta: 0:04:07 time: 0.0419 data_time: 0.0068 memory: 922 2022/12/04 15:16:17 - mmengine - INFO - Epoch(val) [9][ 120/6282] eta: 0:04:14 time: 0.0474 data_time: 0.0062 memory: 993 2022/12/04 15:16:18 - mmengine - INFO - Epoch(val) [9][ 140/6282] eta: 0:04:21 time: 0.0498 data_time: 0.0062 memory: 993 2022/12/04 15:16:19 - mmengine - INFO - Epoch(val) [9][ 160/6282] eta: 0:04:28 time: 0.0536 data_time: 0.0051 memory: 993 2022/12/04 15:16:20 - mmengine - INFO - Epoch(val) [9][ 180/6282] eta: 0:04:32 time: 0.0510 data_time: 0.0072 memory: 993 2022/12/04 15:16:21 - mmengine - INFO - Epoch(val) [9][ 200/6282] eta: 0:04:34 time: 0.0482 data_time: 0.0050 memory: 993 2022/12/04 15:16:22 - mmengine - INFO - Epoch(val) [9][ 220/6282] eta: 0:04:32 time: 0.0447 data_time: 0.0060 memory: 934 2022/12/04 15:16:23 - mmengine - INFO - Epoch(val) [9][ 240/6282] eta: 0:04:31 time: 0.0439 data_time: 0.0063 memory: 934 2022/12/04 15:16:24 - mmengine - INFO - Epoch(val) [9][ 260/6282] eta: 0:04:29 time: 0.0437 data_time: 0.0073 memory: 934 2022/12/04 15:16:25 - mmengine - INFO - Epoch(val) [9][ 280/6282] eta: 0:04:27 time: 0.0418 data_time: 0.0052 memory: 934 2022/12/04 15:16:26 - mmengine - INFO - Epoch(val) [9][ 300/6282] eta: 0:04:27 time: 0.0466 data_time: 0.0053 memory: 993 2022/12/04 15:16:27 - mmengine - INFO - Epoch(val) [9][ 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time: 0.0447 data_time: 0.0060 memory: 938 2022/12/04 15:16:35 - mmengine - INFO - Epoch(val) [9][ 500/6282] eta: 0:04:24 time: 0.0414 data_time: 0.0047 memory: 938 2022/12/04 15:16:36 - mmengine - INFO - Epoch(val) [9][ 520/6282] eta: 0:04:22 time: 0.0433 data_time: 0.0041 memory: 934 2022/12/04 15:16:37 - mmengine - INFO - Epoch(val) [9][ 540/6282] eta: 0:04:21 time: 0.0429 data_time: 0.0049 memory: 934 2022/12/04 15:16:38 - mmengine - INFO - Epoch(val) [9][ 560/6282] eta: 0:04:19 time: 0.0433 data_time: 0.0069 memory: 934 2022/12/04 15:16:39 - mmengine - INFO - Epoch(val) [9][ 580/6282] eta: 0:04:20 time: 0.0542 data_time: 0.0082 memory: 934 2022/12/04 15:16:40 - mmengine - INFO - Epoch(val) [9][ 600/6282] eta: 0:04:20 time: 0.0508 data_time: 0.0075 memory: 934 2022/12/04 15:16:41 - mmengine - INFO - Epoch(val) [9][ 620/6282] eta: 0:04:21 time: 0.0534 data_time: 0.0077 memory: 934 2022/12/04 15:16:42 - mmengine - INFO - Epoch(val) [9][ 640/6282] eta: 0:04:21 time: 0.0521 data_time: 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2022/12/04 15:16:51 - mmengine - INFO - Epoch(val) [9][ 820/6282] eta: 0:04:15 time: 0.0460 data_time: 0.0058 memory: 993 2022/12/04 15:16:52 - mmengine - INFO - Epoch(val) [9][ 840/6282] eta: 0:04:14 time: 0.0463 data_time: 0.0075 memory: 934 2022/12/04 15:16:53 - mmengine - INFO - Epoch(val) [9][ 860/6282] eta: 0:04:13 time: 0.0451 data_time: 0.0053 memory: 934 2022/12/04 15:16:54 - mmengine - INFO - Epoch(val) [9][ 880/6282] eta: 0:04:12 time: 0.0449 data_time: 0.0053 memory: 934 2022/12/04 15:16:55 - mmengine - INFO - Epoch(val) [9][ 900/6282] eta: 0:04:10 time: 0.0424 data_time: 0.0042 memory: 934 2022/12/04 15:16:56 - mmengine - INFO - Epoch(val) [9][ 920/6282] eta: 0:04:09 time: 0.0439 data_time: 0.0059 memory: 934 2022/12/04 15:16:56 - mmengine - INFO - Epoch(val) [9][ 940/6282] eta: 0:04:08 time: 0.0425 data_time: 0.0056 memory: 922 2022/12/04 15:16:57 - mmengine - INFO - Epoch(val) [9][ 960/6282] eta: 0:04:06 time: 0.0436 data_time: 0.0056 memory: 922 2022/12/04 15:16:58 - 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Epoch(val) [9][1140/6282] eta: 0:04:00 time: 0.0595 data_time: 0.0129 memory: 934 2022/12/04 15:17:07 - mmengine - INFO - Epoch(val) [9][1160/6282] eta: 0:04:00 time: 0.0571 data_time: 0.0112 memory: 934 2022/12/04 15:17:08 - mmengine - INFO - Epoch(val) [9][1180/6282] eta: 0:03:59 time: 0.0519 data_time: 0.0080 memory: 934 2022/12/04 15:17:09 - mmengine - INFO - Epoch(val) [9][1200/6282] eta: 0:03:59 time: 0.0525 data_time: 0.0066 memory: 934 2022/12/04 15:17:10 - mmengine - INFO - Epoch(val) [9][1220/6282] eta: 0:03:58 time: 0.0576 data_time: 0.0085 memory: 934 2022/12/04 15:17:12 - mmengine - INFO - Epoch(val) [9][1240/6282] eta: 0:03:59 time: 0.0629 data_time: 0.0159 memory: 993 2022/12/04 15:17:13 - mmengine - INFO - Epoch(val) [9][1260/6282] eta: 0:03:59 time: 0.0664 data_time: 0.0119 memory: 993 2022/12/04 15:17:14 - mmengine - INFO - Epoch(val) [9][1280/6282] eta: 0:04:00 time: 0.0622 data_time: 0.0111 memory: 993 2022/12/04 15:17:15 - mmengine - INFO - Epoch(val) 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0:03:50 time: 0.0427 data_time: 0.0046 memory: 993 2022/12/04 15:17:23 - mmengine - INFO - Epoch(val) [9][1480/6282] eta: 0:03:48 time: 0.0422 data_time: 0.0027 memory: 993 2022/12/04 15:17:24 - mmengine - INFO - Epoch(val) [9][1500/6282] eta: 0:03:47 time: 0.0454 data_time: 0.0047 memory: 993 2022/12/04 15:17:25 - mmengine - INFO - Epoch(val) [9][1520/6282] eta: 0:03:46 time: 0.0471 data_time: 0.0044 memory: 1080 2022/12/04 15:17:26 - mmengine - INFO - Epoch(val) [9][1540/6282] eta: 0:03:46 time: 0.0522 data_time: 0.0047 memory: 1080 2022/12/04 15:17:27 - mmengine - INFO - Epoch(val) [9][1560/6282] eta: 0:03:45 time: 0.0509 data_time: 0.0035 memory: 1080 2022/12/04 15:17:28 - mmengine - INFO - Epoch(val) [9][1580/6282] eta: 0:03:44 time: 0.0523 data_time: 0.0034 memory: 1080 2022/12/04 15:17:29 - mmengine - INFO - Epoch(val) [9][1600/6282] eta: 0:03:43 time: 0.0495 data_time: 0.0043 memory: 1080 2022/12/04 15:17:30 - mmengine - INFO - Epoch(val) [9][1620/6282] eta: 0:03:42 time: 0.0494 data_time: 0.0033 memory: 1080 2022/12/04 15:17:31 - mmengine - INFO - Epoch(val) [9][1640/6282] eta: 0:03:41 time: 0.0425 data_time: 0.0031 memory: 993 2022/12/04 15:17:32 - mmengine - INFO - Epoch(val) [9][1660/6282] eta: 0:03:40 time: 0.0430 data_time: 0.0038 memory: 993 2022/12/04 15:17:33 - mmengine - INFO - Epoch(val) [9][1680/6282] eta: 0:03:39 time: 0.0471 data_time: 0.0045 memory: 993 2022/12/04 15:17:34 - mmengine - INFO - Epoch(val) [9][1700/6282] eta: 0:03:38 time: 0.0578 data_time: 0.0084 memory: 993 2022/12/04 15:17:35 - mmengine - INFO - Epoch(val) [9][1720/6282] eta: 0:03:38 time: 0.0527 data_time: 0.0074 memory: 993 2022/12/04 15:17:37 - mmengine - INFO - Epoch(val) [9][1740/6282] eta: 0:03:37 time: 0.0598 data_time: 0.0105 memory: 993 2022/12/04 15:17:38 - mmengine - INFO - Epoch(val) [9][1760/6282] eta: 0:03:37 time: 0.0592 data_time: 0.0088 memory: 993 2022/12/04 15:17:39 - mmengine - INFO - Epoch(val) [9][1780/6282] eta: 0:03:36 time: 0.0546 data_time: 0.0060 memory: 993 2022/12/04 15:17:40 - mmengine - INFO - Epoch(val) [9][1800/6282] eta: 0:03:35 time: 0.0467 data_time: 0.0062 memory: 993 2022/12/04 15:17:41 - mmengine - INFO - Epoch(val) [9][1820/6282] eta: 0:03:34 time: 0.0470 data_time: 0.0057 memory: 993 2022/12/04 15:17:42 - mmengine - INFO - Epoch(val) [9][1840/6282] eta: 0:03:33 time: 0.0495 data_time: 0.0048 memory: 993 2022/12/04 15:17:43 - mmengine - INFO - Epoch(val) [9][1860/6282] eta: 0:03:33 time: 0.0503 data_time: 0.0046 memory: 993 2022/12/04 15:17:44 - mmengine - INFO - Epoch(val) [9][1880/6282] eta: 0:03:32 time: 0.0480 data_time: 0.0056 memory: 993 2022/12/04 15:17:45 - mmengine - INFO - Epoch(val) [9][1900/6282] eta: 0:03:31 time: 0.0486 data_time: 0.0056 memory: 993 2022/12/04 15:17:46 - mmengine - INFO - Epoch(val) [9][1920/6282] eta: 0:03:30 time: 0.0477 data_time: 0.0059 memory: 993 2022/12/04 15:17:47 - mmengine - INFO - Epoch(val) [9][1940/6282] eta: 0:03:29 time: 0.0455 data_time: 0.0050 memory: 993 2022/12/04 15:17:48 - mmengine - INFO - Epoch(val) [9][1960/6282] eta: 0:03:28 time: 0.0460 data_time: 0.0067 memory: 938 2022/12/04 15:17:48 - mmengine - INFO - Epoch(val) [9][1980/6282] eta: 0:03:26 time: 0.0424 data_time: 0.0054 memory: 938 2022/12/04 15:17:49 - mmengine - INFO - Epoch(val) [9][2000/6282] eta: 0:03:25 time: 0.0451 data_time: 0.0059 memory: 938 2022/12/04 15:17:50 - mmengine - INFO - Epoch(val) [9][2020/6282] eta: 0:03:24 time: 0.0427 data_time: 0.0045 memory: 938 2022/12/04 15:17:51 - mmengine - INFO - Epoch(val) [9][2040/6282] eta: 0:03:23 time: 0.0443 data_time: 0.0070 memory: 938 2022/12/04 15:17:52 - mmengine - INFO - Epoch(val) [9][2060/6282] eta: 0:03:22 time: 0.0447 data_time: 0.0038 memory: 938 2022/12/04 15:17:53 - mmengine - INFO - Epoch(val) [9][2080/6282] eta: 0:03:21 time: 0.0406 data_time: 0.0054 memory: 938 2022/12/04 15:17:54 - mmengine - INFO - Epoch(val) [9][2100/6282] eta: 0:03:20 time: 0.0440 data_time: 0.0050 memory: 938 2022/12/04 15:17:54 - mmengine - INFO - Epoch(val) [9][2120/6282] eta: 0:03:18 time: 0.0413 data_time: 0.0034 memory: 938 2022/12/04 15:17:55 - mmengine - INFO - Epoch(val) [9][2140/6282] eta: 0:03:17 time: 0.0438 data_time: 0.0056 memory: 938 2022/12/04 15:17:56 - mmengine - INFO - Epoch(val) [9][2160/6282] eta: 0:03:16 time: 0.0440 data_time: 0.0052 memory: 934 2022/12/04 15:17:57 - mmengine - INFO - Epoch(val) [9][2180/6282] eta: 0:03:15 time: 0.0414 data_time: 0.0045 memory: 934 2022/12/04 15:17:58 - mmengine - INFO - Epoch(val) [9][2200/6282] eta: 0:03:14 time: 0.0405 data_time: 0.0047 memory: 934 2022/12/04 15:17:59 - mmengine - INFO - Epoch(val) [9][2220/6282] eta: 0:03:13 time: 0.0419 data_time: 0.0035 memory: 934 2022/12/04 15:18:00 - mmengine - INFO - Epoch(val) [9][2240/6282] eta: 0:03:11 time: 0.0421 data_time: 0.0048 memory: 934 2022/12/04 15:18:00 - mmengine - INFO - Epoch(val) [9][2260/6282] eta: 0:03:10 time: 0.0434 data_time: 0.0033 memory: 938 2022/12/04 15:18:01 - mmengine - INFO - Epoch(val) [9][2280/6282] eta: 0:03:09 time: 0.0439 data_time: 0.0043 memory: 938 2022/12/04 15:18:02 - mmengine - INFO - Epoch(val) [9][2300/6282] eta: 0:03:08 time: 0.0454 data_time: 0.0034 memory: 938 2022/12/04 15:18:03 - mmengine - INFO - Epoch(val) [9][2320/6282] eta: 0:03:07 time: 0.0443 data_time: 0.0052 memory: 938 2022/12/04 15:18:04 - mmengine - INFO - Epoch(val) [9][2340/6282] eta: 0:03:06 time: 0.0440 data_time: 0.0053 memory: 938 2022/12/04 15:18:05 - mmengine - INFO - Epoch(val) [9][2360/6282] eta: 0:03:05 time: 0.0458 data_time: 0.0067 memory: 934 2022/12/04 15:18:06 - mmengine - INFO - Epoch(val) [9][2380/6282] eta: 0:03:04 time: 0.0463 data_time: 0.0061 memory: 934 2022/12/04 15:18:07 - mmengine - INFO - Epoch(val) [9][2400/6282] eta: 0:03:03 time: 0.0511 data_time: 0.0074 memory: 934 2022/12/04 15:18:08 - mmengine - INFO - Epoch(val) [9][2420/6282] eta: 0:03:02 time: 0.0484 data_time: 0.0063 memory: 934 2022/12/04 15:18:09 - mmengine - INFO - Epoch(val) [9][2440/6282] eta: 0:03:02 time: 0.0541 data_time: 0.0090 memory: 934 2022/12/04 15:18:10 - mmengine - INFO - Epoch(val) [9][2460/6282] eta: 0:03:01 time: 0.0565 data_time: 0.0094 memory: 993 2022/12/04 15:18:11 - mmengine - INFO - Epoch(val) [9][2480/6282] eta: 0:03:00 time: 0.0573 data_time: 0.0069 memory: 993 2022/12/04 15:18:12 - mmengine - INFO - Epoch(val) [9][2500/6282] eta: 0:02:59 time: 0.0515 data_time: 0.0054 memory: 993 2022/12/04 15:18:13 - mmengine - INFO - Epoch(val) [9][2520/6282] eta: 0:02:58 time: 0.0445 data_time: 0.0041 memory: 993 2022/12/04 15:18:14 - mmengine - INFO - Epoch(val) [9][2540/6282] eta: 0:02:57 time: 0.0438 data_time: 0.0038 memory: 993 2022/12/04 15:18:15 - mmengine - INFO - Epoch(val) [9][2560/6282] eta: 0:02:56 time: 0.0465 data_time: 0.0048 memory: 993 2022/12/04 15:18:16 - mmengine - INFO - Epoch(val) [9][2580/6282] eta: 0:02:55 time: 0.0470 data_time: 0.0034 memory: 993 2022/12/04 15:18:17 - mmengine - INFO - Epoch(val) [9][2600/6282] eta: 0:02:54 time: 0.0456 data_time: 0.0053 memory: 993 2022/12/04 15:18:18 - mmengine - INFO - Epoch(val) [9][2620/6282] eta: 0:02:53 time: 0.0453 data_time: 0.0048 memory: 993 2022/12/04 15:18:19 - mmengine - INFO - Epoch(val) [9][2640/6282] eta: 0:02:53 time: 0.0521 data_time: 0.0066 memory: 993 2022/12/04 15:18:20 - mmengine - INFO - Epoch(val) [9][2660/6282] eta: 0:02:52 time: 0.0571 data_time: 0.0047 memory: 1071 2022/12/04 15:18:21 - mmengine - INFO - Epoch(val) [9][2680/6282] eta: 0:02:51 time: 0.0522 data_time: 0.0041 memory: 1071 2022/12/04 15:18:22 - mmengine - INFO - Epoch(val) [9][2700/6282] eta: 0:02:50 time: 0.0571 data_time: 0.0056 memory: 1071 2022/12/04 15:18:23 - mmengine - INFO - Epoch(val) [9][2720/6282] eta: 0:02:50 time: 0.0544 data_time: 0.0049 memory: 1071 2022/12/04 15:18:24 - mmengine - INFO - Epoch(val) [9][2740/6282] eta: 0:02:49 time: 0.0481 data_time: 0.0037 memory: 1071 2022/12/04 15:18:25 - mmengine - INFO - Epoch(val) [9][2760/6282] eta: 0:02:48 time: 0.0412 data_time: 0.0045 memory: 938 2022/12/04 15:18:26 - mmengine - INFO - Epoch(val) [9][2780/6282] eta: 0:02:46 time: 0.0418 data_time: 0.0045 memory: 938 2022/12/04 15:18:27 - mmengine - INFO - Epoch(val) [9][2800/6282] eta: 0:02:45 time: 0.0402 data_time: 0.0051 memory: 938 2022/12/04 15:18:28 - mmengine - INFO - Epoch(val) [9][2820/6282] eta: 0:02:44 time: 0.0410 data_time: 0.0047 memory: 938 2022/12/04 15:18:29 - mmengine - INFO - Epoch(val) [9][2840/6282] eta: 0:02:43 time: 0.0415 data_time: 0.0055 memory: 938 2022/12/04 15:18:29 - mmengine - INFO - Epoch(val) [9][2860/6282] eta: 0:02:42 time: 0.0457 data_time: 0.0057 memory: 993 2022/12/04 15:18:30 - mmengine - INFO - Epoch(val) [9][2880/6282] eta: 0:02:41 time: 0.0435 data_time: 0.0048 memory: 993 2022/12/04 15:18:31 - mmengine - INFO - Epoch(val) [9][2900/6282] eta: 0:02:40 time: 0.0439 data_time: 0.0037 memory: 993 2022/12/04 15:18:32 - mmengine - INFO - Epoch(val) [9][2920/6282] eta: 0:02:39 time: 0.0413 data_time: 0.0033 memory: 993 2022/12/04 15:18:33 - mmengine - INFO - Epoch(val) [9][2940/6282] eta: 0:02:38 time: 0.0394 data_time: 0.0060 memory: 962 2022/12/04 15:18:34 - mmengine - INFO - Epoch(val) [9][2960/6282] eta: 0:02:37 time: 0.0429 data_time: 0.0048 memory: 962 2022/12/04 15:18:35 - mmengine - INFO - Epoch(val) [9][2980/6282] eta: 0:02:36 time: 0.0431 data_time: 0.0045 memory: 962 2022/12/04 15:18:36 - mmengine - INFO - Epoch(val) [9][3000/6282] eta: 0:02:35 time: 0.0471 data_time: 0.0044 memory: 962 2022/12/04 15:18:36 - mmengine - INFO - Epoch(val) [9][3020/6282] eta: 0:02:34 time: 0.0460 data_time: 0.0042 memory: 993 2022/12/04 15:18:38 - mmengine - INFO - Epoch(val) [9][3040/6282] eta: 0:02:33 time: 0.0515 data_time: 0.0072 memory: 993 2022/12/04 15:18:39 - mmengine - INFO - Epoch(val) [9][3060/6282] eta: 0:02:32 time: 0.0493 data_time: 0.0054 memory: 993 2022/12/04 15:18:40 - mmengine - INFO - Epoch(val) [9][3080/6282] eta: 0:02:31 time: 0.0502 data_time: 0.0065 memory: 993 2022/12/04 15:18:40 - mmengine - INFO - Epoch(val) [9][3100/6282] eta: 0:02:30 time: 0.0464 data_time: 0.0065 memory: 993 2022/12/04 15:18:41 - mmengine - INFO - Epoch(val) [9][3120/6282] eta: 0:02:29 time: 0.0401 data_time: 0.0039 memory: 938 2022/12/04 15:18:42 - mmengine - INFO - Epoch(val) [9][3140/6282] eta: 0:02:28 time: 0.0389 data_time: 0.0054 memory: 938 2022/12/04 15:18:43 - mmengine - INFO - Epoch(val) [9][3160/6282] eta: 0:02:27 time: 0.0375 data_time: 0.0035 memory: 938 2022/12/04 15:18:44 - mmengine - INFO - Epoch(val) [9][3180/6282] eta: 0:02:26 time: 0.0405 data_time: 0.0047 memory: 938 2022/12/04 15:18:45 - mmengine - INFO - Epoch(val) [9][3200/6282] eta: 0:02:25 time: 0.0440 data_time: 0.0051 memory: 993 2022/12/04 15:18:45 - mmengine - INFO - Epoch(val) [9][3220/6282] eta: 0:02:24 time: 0.0461 data_time: 0.0040 memory: 993 2022/12/04 15:18:46 - mmengine - INFO - Epoch(val) [9][3240/6282] eta: 0:02:23 time: 0.0466 data_time: 0.0048 memory: 993 2022/12/04 15:18:47 - mmengine - INFO - Epoch(val) [9][3260/6282] eta: 0:02:22 time: 0.0475 data_time: 0.0051 memory: 993 2022/12/04 15:18:48 - mmengine - INFO - Epoch(val) [9][3280/6282] eta: 0:02:21 time: 0.0486 data_time: 0.0045 memory: 993 2022/12/04 15:18:49 - mmengine - INFO - Epoch(val) [9][3300/6282] eta: 0:02:20 time: 0.0485 data_time: 0.0053 memory: 993 2022/12/04 15:18:50 - mmengine - INFO - Epoch(val) [9][3320/6282] eta: 0:02:19 time: 0.0478 data_time: 0.0055 memory: 993 2022/12/04 15:18:51 - mmengine - INFO - Epoch(val) [9][3340/6282] eta: 0:02:18 time: 0.0447 data_time: 0.0047 memory: 993 2022/12/04 15:18:52 - mmengine - INFO - Epoch(val) [9][3360/6282] eta: 0:02:17 time: 0.0461 data_time: 0.0043 memory: 993 2022/12/04 15:18:53 - mmengine - INFO - Epoch(val) [9][3380/6282] eta: 0:02:16 time: 0.0491 data_time: 0.0066 memory: 993 2022/12/04 15:18:54 - mmengine - INFO - Epoch(val) [9][3400/6282] eta: 0:02:15 time: 0.0439 data_time: 0.0047 memory: 934 2022/12/04 15:18:55 - mmengine - INFO - Epoch(val) [9][3420/6282] eta: 0:02:14 time: 0.0392 data_time: 0.0032 memory: 934 2022/12/04 15:18:56 - mmengine - INFO - Epoch(val) [9][3440/6282] eta: 0:02:13 time: 0.0450 data_time: 0.0045 memory: 934 2022/12/04 15:18:57 - mmengine - INFO - Epoch(val) [9][3460/6282] eta: 0:02:12 time: 0.0413 data_time: 0.0043 memory: 934 2022/12/04 15:18:57 - mmengine - INFO - Epoch(val) [9][3480/6282] eta: 0:02:11 time: 0.0397 data_time: 0.0035 memory: 934 2022/12/04 15:18:58 - mmengine - INFO - Epoch(val) [9][3500/6282] eta: 0:02:10 time: 0.0417 data_time: 0.0044 memory: 934 2022/12/04 15:18:59 - mmengine - INFO - Epoch(val) [9][3520/6282] eta: 0:02:09 time: 0.0442 data_time: 0.0046 memory: 934 2022/12/04 15:19:00 - mmengine - INFO - Epoch(val) [9][3540/6282] eta: 0:02:08 time: 0.0426 data_time: 0.0044 memory: 934 2022/12/04 15:19:01 - mmengine - INFO - Epoch(val) [9][3560/6282] eta: 0:02:07 time: 0.0455 data_time: 0.0051 memory: 934 2022/12/04 15:19:02 - mmengine - INFO - Epoch(val) [9][3580/6282] eta: 0:02:06 time: 0.0413 data_time: 0.0052 memory: 976 2022/12/04 15:19:03 - mmengine - INFO - Epoch(val) [9][3600/6282] eta: 0:02:05 time: 0.0462 data_time: 0.0054 memory: 976 2022/12/04 15:19:03 - mmengine - INFO - Epoch(val) [9][3620/6282] eta: 0:02:04 time: 0.0437 data_time: 0.0054 memory: 976 2022/12/04 15:19:04 - mmengine - INFO - Epoch(val) [9][3640/6282] eta: 0:02:03 time: 0.0446 data_time: 0.0041 memory: 976 2022/12/04 15:19:05 - mmengine - INFO - Epoch(val) [9][3660/6282] eta: 0:02:02 time: 0.0441 data_time: 0.0049 memory: 976 2022/12/04 15:19:06 - mmengine - INFO - Epoch(val) [9][3680/6282] eta: 0:02:01 time: 0.0484 data_time: 0.0054 memory: 993 2022/12/04 15:19:07 - mmengine - INFO - Epoch(val) [9][3700/6282] eta: 0:02:00 time: 0.0500 data_time: 0.0068 memory: 993 2022/12/04 15:19:08 - mmengine - INFO - Epoch(val) [9][3720/6282] eta: 0:02:00 time: 0.0484 data_time: 0.0057 memory: 993 2022/12/04 15:19:09 - mmengine - INFO - Epoch(val) [9][3740/6282] eta: 0:01:59 time: 0.0492 data_time: 0.0046 memory: 993 2022/12/04 15:19:10 - mmengine - INFO - Epoch(val) [9][3760/6282] eta: 0:01:58 time: 0.0486 data_time: 0.0070 memory: 993 2022/12/04 15:19:11 - mmengine - INFO - Epoch(val) [9][3780/6282] eta: 0:01:57 time: 0.0476 data_time: 0.0040 memory: 993 2022/12/04 15:19:12 - mmengine - INFO - Epoch(val) [9][3800/6282] eta: 0:01:56 time: 0.0473 data_time: 0.0041 memory: 993 2022/12/04 15:19:13 - mmengine - INFO - Epoch(val) [9][3820/6282] eta: 0:01:55 time: 0.0455 data_time: 0.0046 memory: 993 2022/12/04 15:19:14 - mmengine - INFO - Epoch(val) [9][3840/6282] eta: 0:01:54 time: 0.0437 data_time: 0.0035 memory: 993 2022/12/04 15:19:15 - mmengine - INFO - Epoch(val) [9][3860/6282] eta: 0:01:53 time: 0.0472 data_time: 0.0066 memory: 993 2022/12/04 15:19:16 - mmengine - INFO - Epoch(val) [9][3880/6282] eta: 0:01:52 time: 0.0462 data_time: 0.0056 memory: 993 2022/12/04 15:19:17 - mmengine - INFO - Epoch(val) [9][3900/6282] eta: 0:01:51 time: 0.0434 data_time: 0.0043 memory: 993 2022/12/04 15:19:18 - mmengine - INFO - Epoch(val) [9][3920/6282] eta: 0:01:50 time: 0.0426 data_time: 0.0038 memory: 993 2022/12/04 15:19:18 - mmengine - INFO - Epoch(val) [9][3940/6282] eta: 0:01:49 time: 0.0413 data_time: 0.0027 memory: 993 2022/12/04 15:19:19 - mmengine - INFO - Epoch(val) [9][3960/6282] eta: 0:01:48 time: 0.0400 data_time: 0.0021 memory: 993 2022/12/04 15:19:20 - mmengine - INFO - Epoch(val) [9][3980/6282] eta: 0:01:47 time: 0.0446 data_time: 0.0044 memory: 993 2022/12/04 15:19:21 - mmengine - INFO - Epoch(val) [9][4000/6282] eta: 0:01:46 time: 0.0433 data_time: 0.0042 memory: 993 2022/12/04 15:19:22 - mmengine - INFO - Epoch(val) [9][4020/6282] eta: 0:01:45 time: 0.0465 data_time: 0.0044 memory: 993 2022/12/04 15:19:23 - mmengine - INFO - Epoch(val) [9][4040/6282] eta: 0:01:44 time: 0.0518 data_time: 0.0043 memory: 1071 2022/12/04 15:19:24 - mmengine - INFO - Epoch(val) [9][4060/6282] eta: 0:01:43 time: 0.0539 data_time: 0.0062 memory: 1071 2022/12/04 15:19:25 - mmengine - INFO - Epoch(val) [9][4080/6282] eta: 0:01:43 time: 0.0554 data_time: 0.0051 memory: 1071 2022/12/04 15:19:26 - mmengine - INFO - Epoch(val) [9][4100/6282] eta: 0:01:42 time: 0.0545 data_time: 0.0064 memory: 1071 2022/12/04 15:19:27 - mmengine - INFO - Epoch(val) [9][4120/6282] eta: 0:01:41 time: 0.0515 data_time: 0.0049 memory: 1071 2022/12/04 15:19:28 - mmengine - INFO - Epoch(val) [9][4140/6282] eta: 0:01:40 time: 0.0506 data_time: 0.0054 memory: 1071 2022/12/04 15:19:29 - mmengine - INFO - Epoch(val) [9][4160/6282] eta: 0:01:39 time: 0.0440 data_time: 0.0049 memory: 934 2022/12/04 15:19:30 - mmengine - INFO - Epoch(val) [9][4180/6282] eta: 0:01:38 time: 0.0425 data_time: 0.0043 memory: 934 2022/12/04 15:19:31 - mmengine - INFO - Epoch(val) [9][4200/6282] eta: 0:01:37 time: 0.0397 data_time: 0.0037 memory: 934 2022/12/04 15:19:32 - mmengine - INFO - Epoch(val) [9][4220/6282] eta: 0:01:36 time: 0.0386 data_time: 0.0043 memory: 934 2022/12/04 15:19:32 - mmengine - INFO - Epoch(val) [9][4240/6282] eta: 0:01:35 time: 0.0397 data_time: 0.0044 memory: 934 2022/12/04 15:19:33 - mmengine - INFO - Epoch(val) [9][4260/6282] eta: 0:01:34 time: 0.0373 data_time: 0.0029 memory: 933 2022/12/04 15:19:34 - mmengine - INFO - Epoch(val) [9][4280/6282] eta: 0:01:33 time: 0.0391 data_time: 0.0047 memory: 933 2022/12/04 15:19:35 - mmengine - INFO - Epoch(val) [9][4300/6282] eta: 0:01:32 time: 0.0414 data_time: 0.0053 memory: 933 2022/12/04 15:19:36 - mmengine - INFO - Epoch(val) [9][4320/6282] eta: 0:01:31 time: 0.0390 data_time: 0.0035 memory: 933 2022/12/04 15:19:36 - mmengine - INFO - Epoch(val) [9][4340/6282] eta: 0:01:30 time: 0.0403 data_time: 0.0044 memory: 933 2022/12/04 15:19:37 - mmengine - INFO - Epoch(val) [9][4360/6282] eta: 0:01:29 time: 0.0446 data_time: 0.0038 memory: 993 2022/12/04 15:19:38 - mmengine - INFO - Epoch(val) [9][4380/6282] eta: 0:01:28 time: 0.0452 data_time: 0.0036 memory: 993 2022/12/04 15:19:39 - mmengine - INFO - Epoch(val) 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0:01:20 time: 0.0386 data_time: 0.0032 memory: 938 2022/12/04 15:19:47 - mmengine - INFO - Epoch(val) [9][4580/6282] eta: 0:01:19 time: 0.0393 data_time: 0.0039 memory: 938 2022/12/04 15:19:48 - mmengine - INFO - Epoch(val) [9][4600/6282] eta: 0:01:18 time: 0.0389 data_time: 0.0034 memory: 938 2022/12/04 15:19:49 - mmengine - INFO - Epoch(val) [9][4620/6282] eta: 0:01:17 time: 0.0422 data_time: 0.0053 memory: 938 2022/12/04 15:19:50 - mmengine - INFO - Epoch(val) [9][4640/6282] eta: 0:01:16 time: 0.0453 data_time: 0.0038 memory: 1000 2022/12/04 15:19:51 - mmengine - INFO - Epoch(val) [9][4660/6282] eta: 0:01:15 time: 0.0459 data_time: 0.0041 memory: 1000 2022/12/04 15:19:52 - mmengine - INFO - Epoch(val) [9][4680/6282] eta: 0:01:14 time: 0.0465 data_time: 0.0039 memory: 1000 2022/12/04 15:19:53 - mmengine - INFO - Epoch(val) [9][4700/6282] eta: 0:01:13 time: 0.0473 data_time: 0.0043 memory: 1000 2022/12/04 15:19:54 - mmengine - INFO - Epoch(val) [9][4720/6282] eta: 0:01:12 time: 0.0438 data_time: 0.0046 memory: 1000 2022/12/04 15:19:54 - mmengine - INFO - Epoch(val) [9][4740/6282] eta: 0:01:11 time: 0.0414 data_time: 0.0045 memory: 959 2022/12/04 15:19:55 - mmengine - INFO - Epoch(val) [9][4760/6282] eta: 0:01:10 time: 0.0421 data_time: 0.0061 memory: 959 2022/12/04 15:19:56 - mmengine - INFO - Epoch(val) [9][4780/6282] eta: 0:01:09 time: 0.0421 data_time: 0.0046 memory: 959 2022/12/04 15:19:57 - mmengine - INFO - Epoch(val) [9][4800/6282] eta: 0:01:08 time: 0.0415 data_time: 0.0051 memory: 959 2022/12/04 15:19:58 - mmengine - INFO - Epoch(val) [9][4820/6282] eta: 0:01:07 time: 0.0421 data_time: 0.0045 memory: 993 2022/12/04 15:19:59 - mmengine - INFO - Epoch(val) [9][4840/6282] eta: 0:01:06 time: 0.0428 data_time: 0.0050 memory: 993 2022/12/04 15:20:00 - mmengine - INFO - Epoch(val) [9][4860/6282] eta: 0:01:05 time: 0.0444 data_time: 0.0035 memory: 993 2022/12/04 15:20:00 - mmengine - INFO - Epoch(val) [9][4880/6282] eta: 0:01:04 time: 0.0482 data_time: 0.0044 memory: 993 2022/12/04 15:20:01 - mmengine - INFO - Epoch(val) [9][4900/6282] eta: 0:01:04 time: 0.0468 data_time: 0.0039 memory: 993 2022/12/04 15:20:02 - mmengine - INFO - Epoch(val) [9][4920/6282] eta: 0:01:03 time: 0.0525 data_time: 0.0052 memory: 996 2022/12/04 15:20:04 - mmengine - INFO - Epoch(val) [9][4940/6282] eta: 0:01:02 time: 0.0530 data_time: 0.0055 memory: 996 2022/12/04 15:20:05 - mmengine - INFO - Epoch(val) [9][4960/6282] eta: 0:01:01 time: 0.0505 data_time: 0.0050 memory: 996 2022/12/04 15:20:06 - mmengine - INFO - Epoch(val) [9][4980/6282] eta: 0:01:00 time: 0.0495 data_time: 0.0067 memory: 996 2022/12/04 15:20:07 - mmengine - INFO - Epoch(val) [9][5000/6282] eta: 0:00:59 time: 0.0537 data_time: 0.0065 memory: 996 2022/12/04 15:20:08 - mmengine - INFO - Epoch(val) [9][5020/6282] eta: 0:00:58 time: 0.0432 data_time: 0.0039 memory: 996 2022/12/04 15:20:08 - mmengine - INFO - Epoch(val) [9][5040/6282] eta: 0:00:57 time: 0.0471 data_time: 0.0057 memory: 938 2022/12/04 15:20:09 - mmengine - INFO - Epoch(val) [9][5060/6282] eta: 0:00:56 time: 0.0428 data_time: 0.0047 memory: 938 2022/12/04 15:20:10 - mmengine - INFO - Epoch(val) [9][5080/6282] eta: 0:00:55 time: 0.0425 data_time: 0.0049 memory: 938 2022/12/04 15:20:11 - mmengine - INFO - Epoch(val) [9][5100/6282] eta: 0:00:54 time: 0.0434 data_time: 0.0045 memory: 938 2022/12/04 15:20:12 - mmengine - INFO - Epoch(val) [9][5120/6282] eta: 0:00:53 time: 0.0430 data_time: 0.0052 memory: 938 2022/12/04 15:20:13 - mmengine - INFO - Epoch(val) [9][5140/6282] eta: 0:00:52 time: 0.0413 data_time: 0.0051 memory: 934 2022/12/04 15:20:14 - mmengine - INFO - Epoch(val) [9][5160/6282] eta: 0:00:51 time: 0.0436 data_time: 0.0055 memory: 934 2022/12/04 15:20:15 - mmengine - INFO - Epoch(val) [9][5180/6282] eta: 0:00:51 time: 0.0440 data_time: 0.0050 memory: 934 2022/12/04 15:20:15 - mmengine - INFO - Epoch(val) [9][5200/6282] eta: 0:00:50 time: 0.0422 data_time: 0.0059 memory: 934 2022/12/04 15:20:16 - mmengine - INFO - Epoch(val) [9][5220/6282] eta: 0:00:49 time: 0.0413 data_time: 0.0040 memory: 934 2022/12/04 15:20:17 - mmengine - INFO - Epoch(val) [9][5240/6282] eta: 0:00:48 time: 0.0441 data_time: 0.0046 memory: 933 2022/12/04 15:20:18 - mmengine - INFO - Epoch(val) [9][5260/6282] eta: 0:00:47 time: 0.0427 data_time: 0.0052 memory: 933 2022/12/04 15:20:19 - mmengine - INFO - Epoch(val) [9][5280/6282] eta: 0:00:46 time: 0.0428 data_time: 0.0053 memory: 933 2022/12/04 15:20:20 - mmengine - INFO - Epoch(val) [9][5300/6282] eta: 0:00:45 time: 0.0413 data_time: 0.0051 memory: 933 2022/12/04 15:20:21 - mmengine - INFO - Epoch(val) [9][5320/6282] eta: 0:00:44 time: 0.0423 data_time: 0.0040 memory: 934 2022/12/04 15:20:21 - mmengine - INFO - Epoch(val) [9][5340/6282] eta: 0:00:43 time: 0.0439 data_time: 0.0055 memory: 934 2022/12/04 15:20:22 - mmengine - INFO - Epoch(val) [9][5360/6282] eta: 0:00:42 time: 0.0445 data_time: 0.0064 memory: 934 2022/12/04 15:20:23 - mmengine - INFO - Epoch(val) [9][5380/6282] eta: 0:00:41 time: 0.0421 data_time: 0.0041 memory: 934 2022/12/04 15:20:24 - mmengine - INFO - Epoch(val) [9][5400/6282] eta: 0:00:40 time: 0.0414 data_time: 0.0032 memory: 934 2022/12/04 15:20:25 - mmengine - INFO - Epoch(val) [9][5420/6282] eta: 0:00:39 time: 0.0414 data_time: 0.0045 memory: 934 2022/12/04 15:20:26 - mmengine - INFO - Epoch(val) [9][5440/6282] eta: 0:00:38 time: 0.0422 data_time: 0.0058 memory: 934 2022/12/04 15:20:27 - mmengine - INFO - Epoch(val) [9][5460/6282] eta: 0:00:37 time: 0.0448 data_time: 0.0049 memory: 934 2022/12/04 15:20:28 - mmengine - INFO - Epoch(val) [9][5480/6282] eta: 0:00:37 time: 0.0446 data_time: 0.0057 memory: 934 2022/12/04 15:20:28 - mmengine - INFO - Epoch(val) [9][5500/6282] eta: 0:00:36 time: 0.0458 data_time: 0.0054 memory: 934 2022/12/04 15:20:29 - mmengine - INFO - Epoch(val) [9][5520/6282] eta: 0:00:35 time: 0.0469 data_time: 0.0051 memory: 955 2022/12/04 15:20:30 - mmengine - INFO - Epoch(val) [9][5540/6282] eta: 0:00:34 time: 0.0446 data_time: 0.0043 memory: 955 2022/12/04 15:20:31 - mmengine - INFO - Epoch(val) [9][5560/6282] eta: 0:00:33 time: 0.0427 data_time: 0.0056 memory: 955 2022/12/04 15:20:32 - mmengine - INFO - Epoch(val) [9][5580/6282] eta: 0:00:32 time: 0.0454 data_time: 0.0062 memory: 955 2022/12/04 15:20:33 - mmengine - INFO - Epoch(val) [9][5600/6282] eta: 0:00:31 time: 0.0428 data_time: 0.0044 memory: 955 2022/12/04 15:20:34 - mmengine - INFO - Epoch(val) [9][5620/6282] eta: 0:00:30 time: 0.0400 data_time: 0.0047 memory: 955 2022/12/04 15:20:35 - mmengine - INFO - Epoch(val) [9][5640/6282] eta: 0:00:29 time: 0.0416 data_time: 0.0053 memory: 934 2022/12/04 15:20:35 - mmengine - INFO - Epoch(val) [9][5660/6282] eta: 0:00:28 time: 0.0426 data_time: 0.0052 memory: 934 2022/12/04 15:20:36 - mmengine - INFO - Epoch(val) [9][5680/6282] eta: 0:00:27 time: 0.0438 data_time: 0.0048 memory: 934 2022/12/04 15:20:37 - mmengine - INFO - Epoch(val) [9][5700/6282] eta: 0:00:26 time: 0.0427 data_time: 0.0054 memory: 934 2022/12/04 15:20:38 - mmengine - INFO - Epoch(val) [9][5720/6282] eta: 0:00:25 time: 0.0445 data_time: 0.0064 memory: 968 2022/12/04 15:20:39 - mmengine - INFO - Epoch(val) [9][5740/6282] eta: 0:00:24 time: 0.0465 data_time: 0.0062 memory: 968 2022/12/04 15:20:40 - mmengine - INFO - Epoch(val) [9][5760/6282] eta: 0:00:24 time: 0.0457 data_time: 0.0060 memory: 968 2022/12/04 15:20:41 - mmengine - INFO - Epoch(val) [9][5780/6282] eta: 0:00:23 time: 0.0457 data_time: 0.0053 memory: 968 2022/12/04 15:20:42 - mmengine - INFO - Epoch(val) [9][5800/6282] eta: 0:00:22 time: 0.0441 data_time: 0.0048 memory: 968 2022/12/04 15:20:43 - mmengine - INFO - Epoch(val) [9][5820/6282] eta: 0:00:21 time: 0.0422 data_time: 0.0043 memory: 968 2022/12/04 15:20:43 - mmengine - INFO - Epoch(val) [9][5840/6282] eta: 0:00:20 time: 0.0407 data_time: 0.0032 memory: 955 2022/12/04 15:20:44 - mmengine - INFO - Epoch(val) [9][5860/6282] eta: 0:00:19 time: 0.0411 data_time: 0.0038 memory: 955 2022/12/04 15:20:45 - mmengine - INFO - Epoch(val) [9][5880/6282] eta: 0:00:18 time: 0.0417 data_time: 0.0042 memory: 955 2022/12/04 15:20:46 - mmengine - INFO - Epoch(val) [9][5900/6282] eta: 0:00:17 time: 0.0414 data_time: 0.0046 memory: 955 2022/12/04 15:20:47 - mmengine - INFO - Epoch(val) [9][5920/6282] eta: 0:00:16 time: 0.0406 data_time: 0.0049 memory: 955 2022/12/04 15:20:48 - mmengine - INFO - Epoch(val) [9][5940/6282] eta: 0:00:15 time: 0.0438 data_time: 0.0044 memory: 934 2022/12/04 15:20:49 - mmengine - INFO - Epoch(val) [9][5960/6282] eta: 0:00:14 time: 0.0441 data_time: 0.0067 memory: 934 2022/12/04 15:20:50 - mmengine - INFO - Epoch(val) [9][5980/6282] eta: 0:00:13 time: 0.0459 data_time: 0.0076 memory: 934 2022/12/04 15:20:51 - mmengine - INFO - Epoch(val) [9][6000/6282] eta: 0:00:12 time: 0.0485 data_time: 0.0043 memory: 993 2022/12/04 15:20:51 - mmengine - INFO - Epoch(val) [9][6020/6282] eta: 0:00:12 time: 0.0473 data_time: 0.0044 memory: 993 2022/12/04 15:20:52 - mmengine - INFO - Epoch(val) [9][6040/6282] eta: 0:00:11 time: 0.0456 data_time: 0.0041 memory: 993 2022/12/04 15:20:53 - mmengine - INFO - Epoch(val) [9][6060/6282] eta: 0:00:10 time: 0.0426 data_time: 0.0035 memory: 993 2022/12/04 15:20:54 - mmengine - INFO - Epoch(val) [9][6080/6282] eta: 0:00:09 time: 0.0449 data_time: 0.0033 memory: 993 2022/12/04 15:20:55 - mmengine - INFO - Epoch(val) [9][6100/6282] eta: 0:00:08 time: 0.0449 data_time: 0.0048 memory: 993 2022/12/04 15:20:56 - mmengine - INFO - Epoch(val) [9][6120/6282] eta: 0:00:07 time: 0.0430 data_time: 0.0043 memory: 993 2022/12/04 15:20:57 - mmengine - INFO - Epoch(val) [9][6140/6282] eta: 0:00:06 time: 0.0343 data_time: 0.0018 memory: 993 2022/12/04 15:20:57 - mmengine - INFO - Epoch(val) [9][6160/6282] eta: 0:00:05 time: 0.0335 data_time: 0.0017 memory: 993 2022/12/04 15:20:58 - mmengine - INFO - Epoch(val) [9][6180/6282] eta: 0:00:04 time: 0.0327 data_time: 0.0015 memory: 993 2022/12/04 15:20:59 - mmengine - INFO - Epoch(val) [9][6200/6282] eta: 0:00:03 time: 0.0326 data_time: 0.0015 memory: 993 2022/12/04 15:20:59 - mmengine - INFO - Epoch(val) [9][6220/6282] eta: 0:00:02 time: 0.0326 data_time: 0.0015 memory: 993 2022/12/04 15:21:00 - mmengine - INFO - Epoch(val) [9][6240/6282] eta: 0:00:01 time: 0.0323 data_time: 0.0015 memory: 993 2022/12/04 15:21:01 - mmengine - INFO - Epoch(val) [9][6260/6282] eta: 0:00:01 time: 0.0330 data_time: 0.0016 memory: 993 2022/12/04 15:21:01 - mmengine - INFO - Epoch(val) [9][6280/6282] eta: 0:00:00 time: 0.0329 data_time: 0.0016 memory: 993 2022/12/04 15:26:21 - mmengine - INFO - Epoch(val) [9][6282/6282] mAP/mAP@0.5IOU: 0.3034 2022/12/04 15:26:21 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/hukai/mmaction2/work_dirs/slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb/best_mAP/mAP@0.5IOU_epoch_7.pth is removed 2022/12/04 15:26:24 - mmengine - INFO - The best checkpoint with 0.3034 mAP/mAP@0.5IOU at 9 epoch is saved to best_mAP/mAP@0.5IOU_epoch_9.pth. 2022/12/04 15:26:31 - mmengine - INFO - Epoch(train) [10][ 20/4451] lr: 3.7740e-03 eta: 0:24:07 time: 0.3453 data_time: 0.0302 memory: 8774 grad_norm: 0.1180 loss: 0.0159 recall@thr=0.5: 0.8159 prec@thr=0.5: 0.8406 recall@top3: 0.8855 prec@top3: 0.8551 recall@top5: 0.9717 prec@top5: 0.5826 loss_action_cls: 0.0159 2022/12/04 15:26:37 - mmengine - INFO - Epoch(train) [10][ 40/4451] lr: 3.7405e-03 eta: 0:24:01 time: 0.3278 data_time: 0.0102 memory: 8796 grad_norm: 0.1229 loss: 0.0164 recall@thr=0.5: 0.7639 prec@thr=0.5: 0.9236 recall@top3: 0.8160 prec@top3: 0.6944 recall@top5: 0.9688 prec@top5: 0.5083 loss_action_cls: 0.0164 2022/12/04 15:26:44 - mmengine - INFO - Epoch(train) [10][ 60/4451] lr: 3.7070e-03 eta: 0:23:54 time: 0.3276 data_time: 0.0116 memory: 8783 grad_norm: 0.1194 loss: 0.0168 recall@thr=0.5: 0.7887 prec@thr=0.5: 0.8214 recall@top3: 0.8452 prec@top3: 0.6429 recall@top5: 0.9167 prec@top5: 0.4429 loss_action_cls: 0.0168 2022/12/04 15:26:51 - mmengine - INFO - Epoch(train) [10][ 80/4451] lr: 3.6738e-03 eta: 0:23:48 time: 0.3279 data_time: 0.0103 memory: 8770 grad_norm: 0.1214 loss: 0.0172 recall@thr=0.5: 0.6917 prec@thr=0.5: 0.8350 recall@top3: 0.8542 prec@top3: 0.7000 recall@top5: 0.9750 prec@top5: 0.5000 loss_action_cls: 0.0172 2022/12/04 15:26:57 - mmengine - INFO - Epoch(train) [10][ 100/4451] lr: 3.6407e-03 eta: 0:23:41 time: 0.3271 data_time: 0.0108 memory: 8770 grad_norm: 0.1216 loss: 0.0153 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7889 recall@top3: 0.8611 prec@top3: 0.6111 recall@top5: 0.9028 prec@top5: 0.4000 loss_action_cls: 0.0153 2022/12/04 15:27:04 - mmengine - INFO - Epoch(train) [10][ 120/4451] lr: 3.6077e-03 eta: 0:23:34 time: 0.3269 data_time: 0.0104 memory: 8813 grad_norm: 0.1219 loss: 0.0155 recall@thr=0.5: 0.6938 prec@thr=0.5: 0.8333 recall@top3: 0.7802 prec@top3: 0.5556 recall@top5: 0.9086 prec@top5: 0.4074 loss_action_cls: 0.0155 2022/12/04 15:27:10 - mmengine - INFO - Epoch(train) [10][ 140/4451] lr: 3.5748e-03 eta: 0:23:28 time: 0.3289 data_time: 0.0114 memory: 8790 grad_norm: 0.1193 loss: 0.0159 recall@thr=0.5: 0.7463 prec@thr=0.5: 0.7778 recall@top3: 0.9083 prec@top3: 0.6852 recall@top5: 0.9889 prec@top5: 0.4667 loss_action_cls: 0.0159 2022/12/04 15:27:17 - mmengine - INFO - Epoch(train) [10][ 160/4451] lr: 3.5422e-03 eta: 0:23:21 time: 0.3291 data_time: 0.0117 memory: 8786 grad_norm: 0.1163 loss: 0.0159 recall@thr=0.5: 0.6771 prec@thr=0.5: 0.8125 recall@top3: 0.8958 prec@top3: 0.6458 recall@top5: 0.9583 prec@top5: 0.4125 loss_action_cls: 0.0159 2022/12/04 15:27:23 - mmengine - INFO - Epoch(train) [10][ 180/4451] lr: 3.5096e-03 eta: 0:23:15 time: 0.3292 data_time: 0.0102 memory: 8774 grad_norm: 0.1224 loss: 0.0164 recall@thr=0.5: 0.6508 prec@thr=0.5: 0.8333 recall@top3: 0.8095 prec@top3: 0.5397 recall@top5: 0.9524 prec@top5: 0.3619 loss_action_cls: 0.0164 2022/12/04 15:27:30 - mmengine - INFO - Epoch(train) [10][ 200/4451] lr: 3.4772e-03 eta: 0:23:08 time: 0.3274 data_time: 0.0107 memory: 8780 grad_norm: 0.1264 loss: 0.0170 recall@thr=0.5: 0.7583 prec@thr=0.5: 0.8167 recall@top3: 0.8083 prec@top3: 0.7000 recall@top5: 0.9542 prec@top5: 0.5200 loss_action_cls: 0.0170 2022/12/04 15:27:36 - mmengine - INFO - Epoch(train) [10][ 220/4451] lr: 3.4450e-03 eta: 0:23:02 time: 0.3279 data_time: 0.0102 memory: 8771 grad_norm: 0.1168 loss: 0.0175 recall@thr=0.5: 0.7396 prec@thr=0.5: 0.8229 recall@top3: 0.8021 prec@top3: 0.6042 recall@top5: 0.9375 prec@top5: 0.4500 loss_action_cls: 0.0175 2022/12/04 15:27:43 - mmengine - INFO - Epoch(train) [10][ 240/4451] lr: 3.4129e-03 eta: 0:22:55 time: 0.3273 data_time: 0.0149 memory: 8770 grad_norm: 0.1236 loss: 0.0160 recall@thr=0.5: 0.7941 prec@thr=0.5: 0.8333 recall@top3: 0.8824 prec@top3: 0.7059 recall@top5: 0.9804 prec@top5: 0.4706 loss_action_cls: 0.0160 2022/12/04 15:27:50 - mmengine - INFO - Epoch(train) [10][ 260/4451] lr: 3.3809e-03 eta: 0:22:49 time: 0.3283 data_time: 0.0102 memory: 8774 grad_norm: 0.1223 loss: 0.0192 recall@thr=0.5: 0.6364 prec@thr=0.5: 0.9091 recall@top3: 0.7576 prec@top3: 0.5758 recall@top5: 0.7879 prec@top5: 0.3636 loss_action_cls: 0.0192 2022/12/04 15:27:56 - mmengine - INFO - Epoch(train) [10][ 280/4451] lr: 3.3491e-03 eta: 0:22:42 time: 0.3270 data_time: 0.0110 memory: 8770 grad_norm: 0.1178 loss: 0.0159 recall@thr=0.5: 0.8220 prec@thr=0.5: 0.8030 recall@top3: 0.8220 prec@top3: 0.5909 recall@top5: 0.9508 prec@top5: 0.4364 loss_action_cls: 0.0159 2022/12/04 15:28:03 - mmengine - INFO - Epoch(train) [10][ 300/4451] lr: 3.3174e-03 eta: 0:22:36 time: 0.3260 data_time: 0.0107 memory: 8783 grad_norm: 0.1222 loss: 0.0154 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.7857 recall@top3: 1.0000 prec@top3: 0.5952 recall@top5: 1.0000 prec@top5: 0.3571 loss_action_cls: 0.0154 2022/12/04 15:28:09 - mmengine - INFO - Epoch(train) [10][ 320/4451] lr: 3.2859e-03 eta: 0:22:29 time: 0.3286 data_time: 0.0097 memory: 8771 grad_norm: 0.1178 loss: 0.0155 recall@thr=0.5: 0.6198 prec@thr=0.5: 0.7292 recall@top3: 0.8073 prec@top3: 0.5625 recall@top5: 0.9375 prec@top5: 0.4125 loss_action_cls: 0.0155 2022/12/04 15:28:16 - mmengine - INFO - Epoch(train) [10][ 340/4451] lr: 3.2545e-03 eta: 0:22:23 time: 0.3279 data_time: 0.0116 memory: 8770 grad_norm: 0.1153 loss: 0.0150 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.9333 recall@top3: 0.9389 prec@top3: 0.7333 recall@top5: 1.0000 prec@top5: 0.4800 loss_action_cls: 0.0150 2022/12/04 15:28:22 - mmengine - INFO - Epoch(train) [10][ 360/4451] lr: 3.2232e-03 eta: 0:22:16 time: 0.3265 data_time: 0.0097 memory: 8770 grad_norm: 0.1225 loss: 0.0174 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.7130 recall@top3: 0.7222 prec@top3: 0.6111 recall@top5: 0.8333 prec@top5: 0.4222 loss_action_cls: 0.0174 2022/12/04 15:28:29 - mmengine - INFO - Epoch(train) [10][ 380/4451] lr: 3.1922e-03 eta: 0:22:10 time: 0.3272 data_time: 0.0096 memory: 8770 grad_norm: 0.1190 loss: 0.0135 recall@thr=0.5: 0.6094 prec@thr=0.5: 0.6771 recall@top3: 0.7865 prec@top3: 0.6250 recall@top5: 0.9635 prec@top5: 0.4750 loss_action_cls: 0.0135 2022/12/04 15:28:35 - mmengine - INFO - Epoch(train) [10][ 400/4451] lr: 3.1612e-03 eta: 0:22:03 time: 0.3278 data_time: 0.0091 memory: 8813 grad_norm: 0.1148 loss: 0.0153 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.6982 recall@top3: 0.8716 prec@top3: 0.6126 recall@top5: 0.9617 prec@top5: 0.4108 loss_action_cls: 0.0153 2022/12/04 15:28:42 - mmengine - INFO - Epoch(train) [10][ 420/4451] lr: 3.1304e-03 eta: 0:21:56 time: 0.3278 data_time: 0.0091 memory: 8770 grad_norm: 0.1249 loss: 0.0168 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.7917 recall@top3: 0.9167 prec@top3: 0.6458 recall@top5: 0.9792 prec@top5: 0.4375 loss_action_cls: 0.0168 2022/12/04 15:28:49 - mmengine - INFO - Epoch(train) [10][ 440/4451] lr: 3.0998e-03 eta: 0:21:50 time: 0.3274 data_time: 0.0095 memory: 8770 grad_norm: 0.1259 loss: 0.0170 recall@thr=0.5: 0.7471 prec@thr=0.5: 0.9412 recall@top3: 0.8941 prec@top3: 0.8431 recall@top5: 0.9706 prec@top5: 0.5765 loss_action_cls: 0.0170 2022/12/04 15:28:55 - mmengine - INFO - Epoch(train) [10][ 460/4451] lr: 3.0692e-03 eta: 0:21:43 time: 0.3276 data_time: 0.0094 memory: 8809 grad_norm: 0.1189 loss: 0.0158 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8021 recall@top3: 1.0000 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0158 2022/12/04 15:29:02 - mmengine - INFO - Epoch(train) [10][ 480/4451] lr: 3.0389e-03 eta: 0:21:37 time: 0.3285 data_time: 0.0097 memory: 8770 grad_norm: 0.1176 loss: 0.0164 recall@thr=0.5: 0.6769 prec@thr=0.5: 0.8429 recall@top3: 0.7545 prec@top3: 0.7564 recall@top5: 0.9410 prec@top5: 0.5846 loss_action_cls: 0.0164 2022/12/04 15:29:08 - mmengine - INFO - Epoch(train) [10][ 500/4451] lr: 3.0087e-03 eta: 0:21:30 time: 0.3285 data_time: 0.0102 memory: 8770 grad_norm: 0.1186 loss: 0.0161 recall@thr=0.5: 0.6974 prec@thr=0.5: 0.8321 recall@top3: 0.7365 prec@top3: 0.8462 recall@top5: 0.9487 prec@top5: 0.6846 loss_action_cls: 0.0161 2022/12/04 15:29:15 - mmengine - INFO - Epoch(train) [10][ 520/4451] lr: 2.9786e-03 eta: 0:21:24 time: 0.3268 data_time: 0.0097 memory: 8770 grad_norm: 0.1225 loss: 0.0159 recall@thr=0.5: 0.5882 prec@thr=0.5: 0.6765 recall@top3: 0.9412 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4353 loss_action_cls: 0.0159 2022/12/04 15:29:21 - mmengine - INFO - Epoch(train) [10][ 540/4451] lr: 2.9487e-03 eta: 0:21:17 time: 0.3275 data_time: 0.0104 memory: 8770 grad_norm: 0.1260 loss: 0.0166 recall@thr=0.5: 0.6970 prec@thr=0.5: 0.7750 recall@top3: 0.8030 prec@top3: 0.5758 recall@top5: 0.8485 prec@top5: 0.3727 loss_action_cls: 0.0166 2022/12/04 15:29:28 - mmengine - INFO - Epoch(train) [10][ 560/4451] lr: 2.9189e-03 eta: 0:21:11 time: 0.3275 data_time: 0.0095 memory: 8793 grad_norm: 0.1162 loss: 0.0174 recall@thr=0.5: 0.8152 prec@thr=0.5: 0.7464 recall@top3: 0.8696 prec@top3: 0.5652 recall@top5: 0.9891 prec@top5: 0.4000 loss_action_cls: 0.0174 2022/12/04 15:29:34 - mmengine - INFO - Epoch(train) [10][ 580/4451] lr: 2.8893e-03 eta: 0:21:04 time: 0.3286 data_time: 0.0095 memory: 8770 grad_norm: 0.1188 loss: 0.0166 recall@thr=0.5: 0.7348 prec@thr=0.5: 0.7803 recall@top3: 0.8220 prec@top3: 0.5606 recall@top5: 0.8788 prec@top5: 0.3545 loss_action_cls: 0.0166 2022/12/04 15:29:41 - mmengine - INFO - Epoch(train) [10][ 600/4451] lr: 2.8598e-03 eta: 0:20:58 time: 0.3259 data_time: 0.0096 memory: 8774 grad_norm: 0.1226 loss: 0.0161 recall@thr=0.5: 0.9020 prec@thr=0.5: 0.8137 recall@top3: 0.9020 prec@top3: 0.5098 recall@top5: 0.9216 prec@top5: 0.3176 loss_action_cls: 0.0161 2022/12/04 15:29:48 - mmengine - INFO - Epoch(train) [10][ 620/4451] lr: 2.8304e-03 eta: 0:20:51 time: 0.3281 data_time: 0.0105 memory: 8770 grad_norm: 0.1179 loss: 0.0167 recall@thr=0.5: 0.8292 prec@thr=0.5: 0.9500 recall@top3: 0.9708 prec@top3: 0.7833 recall@top5: 1.0000 prec@top5: 0.4900 loss_action_cls: 0.0167 2022/12/04 15:29:54 - mmengine - INFO - Epoch(train) [10][ 640/4451] lr: 2.8013e-03 eta: 0:20:45 time: 0.3273 data_time: 0.0098 memory: 8790 grad_norm: 0.1219 loss: 0.0151 recall@thr=0.5: 0.8036 prec@thr=0.5: 0.8571 recall@top3: 0.8810 prec@top3: 0.7857 recall@top5: 0.9643 prec@top5: 0.5357 loss_action_cls: 0.0151 2022/12/04 15:30:01 - mmengine - INFO - Epoch(train) [10][ 660/4451] lr: 2.7722e-03 eta: 0:20:38 time: 0.3257 data_time: 0.0097 memory: 8770 grad_norm: 0.1232 loss: 0.0168 recall@thr=0.5: 0.6176 prec@thr=0.5: 0.8039 recall@top3: 0.8431 prec@top3: 0.7451 recall@top5: 1.0000 prec@top5: 0.5176 loss_action_cls: 0.0168 2022/12/04 15:30:07 - mmengine - INFO - Epoch(train) [10][ 680/4451] lr: 2.7433e-03 eta: 0:20:32 time: 0.3284 data_time: 0.0094 memory: 8771 grad_norm: 0.1243 loss: 0.0159 recall@thr=0.5: 0.8241 prec@thr=0.5: 0.7963 recall@top3: 0.8241 prec@top3: 0.5185 recall@top5: 0.8519 prec@top5: 0.3333 loss_action_cls: 0.0159 2022/12/04 15:30:14 - mmengine - INFO - Epoch(train) [10][ 700/4451] lr: 2.7146e-03 eta: 0:20:25 time: 0.3270 data_time: 0.0095 memory: 8793 grad_norm: 0.1248 loss: 0.0170 recall@thr=0.5: 0.8017 prec@thr=0.5: 0.9425 recall@top3: 0.8276 prec@top3: 0.8276 recall@top5: 0.9569 prec@top5: 0.5931 loss_action_cls: 0.0170 2022/12/04 15:30:20 - mmengine - INFO - Epoch(train) [10][ 720/4451] lr: 2.6860e-03 eta: 0:20:18 time: 0.3282 data_time: 0.0095 memory: 8777 grad_norm: 0.1173 loss: 0.0175 recall@thr=0.5: 0.7630 prec@thr=0.5: 0.8302 recall@top3: 0.7790 prec@top3: 0.6914 recall@top5: 0.9630 prec@top5: 0.5481 loss_action_cls: 0.0175 2022/12/04 15:30:27 - mmengine - INFO - Epoch(train) [10][ 740/4451] lr: 2.6575e-03 eta: 0:20:12 time: 0.3251 data_time: 0.0110 memory: 8770 grad_norm: 0.1202 loss: 0.0163 recall@thr=0.5: 0.8667 prec@thr=0.5: 0.9000 recall@top3: 0.8889 prec@top3: 0.6667 recall@top5: 0.9556 prec@top5: 0.4400 loss_action_cls: 0.0163 2022/12/04 15:30:33 - mmengine - INFO - Epoch(train) [10][ 760/4451] lr: 2.6292e-03 eta: 0:20:05 time: 0.3263 data_time: 0.0093 memory: 8770 grad_norm: 0.1248 loss: 0.0160 recall@thr=0.5: 0.6778 prec@thr=0.5: 0.7341 recall@top3: 0.7016 prec@top3: 0.6667 recall@top5: 0.8952 prec@top5: 0.5238 loss_action_cls: 0.0160 2022/12/04 15:30:40 - mmengine - INFO - Epoch(train) [10][ 780/4451] lr: 2.6010e-03 eta: 0:19:59 time: 0.3279 data_time: 0.0098 memory: 8771 grad_norm: 0.1167 loss: 0.0157 recall@thr=0.5: 0.7628 prec@thr=0.5: 0.9423 recall@top3: 0.8397 prec@top3: 0.5385 recall@top5: 0.9487 prec@top5: 0.3846 loss_action_cls: 0.0157 2022/12/04 15:30:46 - mmengine - INFO - Epoch(train) [10][ 800/4451] lr: 2.5730e-03 eta: 0:19:52 time: 0.3285 data_time: 0.0109 memory: 8786 grad_norm: 0.1201 loss: 0.0151 recall@thr=0.5: 0.8796 prec@thr=0.5: 0.8611 recall@top3: 0.9352 prec@top3: 0.5556 recall@top5: 1.0000 prec@top5: 0.3667 loss_action_cls: 0.0151 2022/12/04 15:30:53 - mmengine - INFO - Epoch(train) [10][ 820/4451] lr: 2.5452e-03 eta: 0:19:46 time: 0.3260 data_time: 0.0099 memory: 8770 grad_norm: 0.1178 loss: 0.0163 recall@thr=0.5: 0.6970 prec@thr=0.5: 0.7727 recall@top3: 0.7652 prec@top3: 0.5758 recall@top5: 0.8712 prec@top5: 0.4091 loss_action_cls: 0.0163 2022/12/04 15:31:00 - mmengine - INFO - Epoch(train) [10][ 840/4451] lr: 2.5175e-03 eta: 0:19:39 time: 0.3264 data_time: 0.0102 memory: 8809 grad_norm: 0.1155 loss: 0.0160 recall@thr=0.5: 0.8556 prec@thr=0.5: 0.8000 recall@top3: 0.9778 prec@top3: 0.6889 recall@top5: 0.9778 prec@top5: 0.4133 loss_action_cls: 0.0160 2022/12/04 15:31:06 - mmengine - INFO - Epoch(train) [10][ 860/4451] lr: 2.4899e-03 eta: 0:19:33 time: 0.3293 data_time: 0.0096 memory: 8770 grad_norm: 0.1158 loss: 0.0159 recall@thr=0.5: 0.6377 prec@thr=0.5: 0.6884 recall@top3: 0.8406 prec@top3: 0.7246 recall@top5: 0.9130 prec@top5: 0.4783 loss_action_cls: 0.0159 2022/12/04 15:31:13 - mmengine - INFO - Epoch(train) [10][ 880/4451] lr: 2.4625e-03 eta: 0:19:26 time: 0.3265 data_time: 0.0104 memory: 8793 grad_norm: 0.1203 loss: 0.0161 recall@thr=0.5: 0.7460 prec@thr=0.5: 0.9524 recall@top3: 0.8254 prec@top3: 0.8095 recall@top5: 0.9603 prec@top5: 0.5714 loss_action_cls: 0.0161 2022/12/04 15:31:19 - mmengine - INFO - Epoch(train) [10][ 900/4451] lr: 2.4352e-03 eta: 0:19:20 time: 0.3271 data_time: 0.0096 memory: 8770 grad_norm: 0.1219 loss: 0.0160 recall@thr=0.5: 0.6739 prec@thr=0.5: 0.7138 recall@top3: 0.7464 prec@top3: 0.5942 recall@top5: 0.9420 prec@top5: 0.4435 loss_action_cls: 0.0160 2022/12/04 15:31:26 - mmengine - INFO - Epoch(train) [10][ 920/4451] lr: 2.4081e-03 eta: 0:19:13 time: 0.3271 data_time: 0.0093 memory: 8771 grad_norm: 0.1203 loss: 0.0166 recall@thr=0.5: 0.6863 prec@thr=0.5: 0.8333 recall@top3: 0.9020 prec@top3: 0.6275 recall@top5: 0.9706 prec@top5: 0.4235 loss_action_cls: 0.0166 2022/12/04 15:31:32 - mmengine - INFO - Epoch(train) [10][ 940/4451] lr: 2.3811e-03 eta: 0:19:07 time: 0.3283 data_time: 0.0097 memory: 8774 grad_norm: 0.1209 loss: 0.0168 recall@thr=0.5: 0.8026 prec@thr=0.5: 0.8500 recall@top3: 0.7807 prec@top3: 0.6316 recall@top5: 0.9298 prec@top5: 0.4632 loss_action_cls: 0.0168 2022/12/04 15:31:33 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 15:31:39 - mmengine - INFO - Epoch(train) [10][ 960/4451] lr: 2.3543e-03 eta: 0:19:00 time: 0.3284 data_time: 0.0100 memory: 8777 grad_norm: 0.1260 loss: 0.0163 recall@thr=0.5: 0.9352 prec@thr=0.5: 0.8981 recall@top3: 0.9861 prec@top3: 0.7407 recall@top5: 1.0000 prec@top5: 0.4556 loss_action_cls: 0.0163 2022/12/04 15:31:45 - mmengine - INFO - Epoch(train) [10][ 980/4451] lr: 2.3276e-03 eta: 0:18:54 time: 0.3272 data_time: 0.0094 memory: 8786 grad_norm: 0.1190 loss: 0.0163 recall@thr=0.5: 0.8071 prec@thr=0.5: 0.8782 recall@top3: 0.7878 prec@top3: 0.6410 recall@top5: 0.9526 prec@top5: 0.4846 loss_action_cls: 0.0163 2022/12/04 15:31:52 - mmengine - INFO - Epoch(train) [10][1000/4451] lr: 2.3011e-03 eta: 0:18:47 time: 0.3268 data_time: 0.0106 memory: 8780 grad_norm: 0.1188 loss: 0.0172 recall@thr=0.5: 0.8636 prec@thr=0.5: 0.8523 recall@top3: 0.8788 prec@top3: 0.5303 recall@top5: 0.9545 prec@top5: 0.3636 loss_action_cls: 0.0172 2022/12/04 15:31:59 - mmengine - INFO - Epoch(train) [10][1020/4451] lr: 2.2747e-03 eta: 0:18:40 time: 0.3279 data_time: 0.0096 memory: 8770 grad_norm: 0.1221 loss: 0.0149 recall@thr=0.5: 0.9314 prec@thr=0.5: 0.9020 recall@top3: 0.9608 prec@top3: 0.5294 recall@top5: 1.0000 prec@top5: 0.3412 loss_action_cls: 0.0149 2022/12/04 15:32:05 - mmengine - INFO - Epoch(train) [10][1040/4451] lr: 2.2484e-03 eta: 0:18:34 time: 0.3277 data_time: 0.0093 memory: 8774 grad_norm: 0.1197 loss: 0.0167 recall@thr=0.5: 0.7528 prec@thr=0.5: 0.8333 recall@top3: 0.8917 prec@top3: 0.7778 recall@top5: 0.9667 prec@top5: 0.5200 loss_action_cls: 0.0167 2022/12/04 15:32:12 - mmengine - INFO - Epoch(train) [10][1060/4451] lr: 2.2224e-03 eta: 0:18:27 time: 0.3280 data_time: 0.0138 memory: 8770 grad_norm: 0.1209 loss: 0.0163 recall@thr=0.5: 0.7690 prec@thr=0.5: 0.9135 recall@top3: 0.8206 prec@top3: 0.7460 recall@top5: 0.9167 prec@top5: 0.5238 loss_action_cls: 0.0163 2022/12/04 15:32:18 - mmengine - INFO - Epoch(train) [10][1080/4451] lr: 2.1964e-03 eta: 0:18:21 time: 0.3275 data_time: 0.0102 memory: 8780 grad_norm: 0.1188 loss: 0.0174 recall@thr=0.5: 0.5990 prec@thr=0.5: 0.7917 recall@top3: 0.7240 prec@top3: 0.5208 recall@top5: 0.8438 prec@top5: 0.3875 loss_action_cls: 0.0174 2022/12/04 15:32:25 - mmengine - INFO - Epoch(train) [10][1100/4451] lr: 2.1706e-03 eta: 0:18:14 time: 0.3271 data_time: 0.0112 memory: 8770 grad_norm: 0.1145 loss: 0.0164 recall@thr=0.5: 0.7899 prec@thr=0.5: 0.9130 recall@top3: 0.8623 prec@top3: 0.6377 recall@top5: 0.9203 prec@top5: 0.4087 loss_action_cls: 0.0164 2022/12/04 15:32:31 - mmengine - INFO - Epoch(train) [10][1120/4451] lr: 2.1450e-03 eta: 0:18:08 time: 0.3266 data_time: 0.0121 memory: 8770 grad_norm: 0.1205 loss: 0.0165 recall@thr=0.5: 0.8009 prec@thr=0.5: 0.7963 recall@top3: 0.8657 prec@top3: 0.7593 recall@top5: 0.9213 prec@top5: 0.4778 loss_action_cls: 0.0165 2022/12/04 15:32:38 - mmengine - INFO - Epoch(train) [10][1140/4451] lr: 2.1195e-03 eta: 0:18:01 time: 0.3275 data_time: 0.0100 memory: 8780 grad_norm: 0.1208 loss: 0.0175 recall@thr=0.5: 0.6958 prec@thr=0.5: 0.8750 recall@top3: 0.8708 prec@top3: 0.7000 recall@top5: 0.9292 prec@top5: 0.4500 loss_action_cls: 0.0175 2022/12/04 15:32:44 - mmengine - INFO - Epoch(train) [10][1160/4451] lr: 2.0942e-03 eta: 0:17:55 time: 0.3278 data_time: 0.0102 memory: 8770 grad_norm: 0.1200 loss: 0.0158 recall@thr=0.5: 0.7593 prec@thr=0.5: 0.8241 recall@top3: 0.8519 prec@top3: 0.7593 recall@top5: 0.9259 prec@top5: 0.5000 loss_action_cls: 0.0158 2022/12/04 15:32:51 - mmengine - INFO - Epoch(train) [10][1180/4451] lr: 2.0690e-03 eta: 0:17:48 time: 0.3274 data_time: 0.0095 memory: 8777 grad_norm: 0.1177 loss: 0.0150 recall@thr=0.5: 0.5889 prec@thr=0.5: 0.7444 recall@top3: 0.9000 prec@top3: 0.5556 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0150 2022/12/04 15:32:57 - mmengine - INFO - Epoch(train) [10][1200/4451] lr: 2.0439e-03 eta: 0:17:42 time: 0.3270 data_time: 0.0099 memory: 8780 grad_norm: 0.1199 loss: 0.0162 recall@thr=0.5: 0.7879 prec@thr=0.5: 0.8409 recall@top3: 0.9545 prec@top3: 0.6061 recall@top5: 1.0000 prec@top5: 0.3727 loss_action_cls: 0.0162 2022/12/04 15:33:04 - mmengine - INFO - Epoch(train) [10][1220/4451] lr: 2.0190e-03 eta: 0:17:35 time: 0.3283 data_time: 0.0095 memory: 8777 grad_norm: 0.1178 loss: 0.0143 recall@thr=0.5: 0.9259 prec@thr=0.5: 0.8657 recall@top3: 0.9444 prec@top3: 0.7222 recall@top5: 0.9861 prec@top5: 0.4556 loss_action_cls: 0.0143 2022/12/04 15:33:11 - mmengine - INFO - Epoch(train) [10][1240/4451] lr: 1.9943e-03 eta: 0:17:29 time: 0.3278 data_time: 0.0112 memory: 8770 grad_norm: 0.1215 loss: 0.0155 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7000 recall@top3: 0.8667 prec@top3: 0.6667 recall@top5: 0.9500 prec@top5: 0.4667 loss_action_cls: 0.0155 2022/12/04 15:33:17 - mmengine - INFO - Epoch(train) [10][1260/4451] lr: 1.9697e-03 eta: 0:17:22 time: 0.3277 data_time: 0.0099 memory: 8770 grad_norm: 0.1270 loss: 0.0166 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.8810 recall@top3: 0.9444 prec@top3: 0.5714 recall@top5: 1.0000 prec@top5: 0.3714 loss_action_cls: 0.0166 2022/12/04 15:33:24 - mmengine - INFO - Epoch(train) [10][1280/4451] lr: 1.9452e-03 eta: 0:17:16 time: 0.3274 data_time: 0.0103 memory: 8770 grad_norm: 0.1160 loss: 0.0164 recall@thr=0.5: 0.7460 prec@thr=0.5: 0.8095 recall@top3: 0.8968 prec@top3: 0.6508 recall@top5: 1.0000 prec@top5: 0.4381 loss_action_cls: 0.0164 2022/12/04 15:33:30 - mmengine - INFO - Epoch(train) [10][1300/4451] lr: 1.9210e-03 eta: 0:17:09 time: 0.3279 data_time: 0.0098 memory: 8780 grad_norm: 0.1172 loss: 0.0155 recall@thr=0.5: 0.6993 prec@thr=0.5: 0.7428 recall@top3: 0.8188 prec@top3: 0.6522 recall@top5: 0.9783 prec@top5: 0.4957 loss_action_cls: 0.0155 2022/12/04 15:33:37 - mmengine - INFO - Epoch(train) [10][1320/4451] lr: 1.8968e-03 eta: 0:17:02 time: 0.3273 data_time: 0.0098 memory: 8770 grad_norm: 0.1228 loss: 0.0158 recall@thr=0.5: 0.7315 prec@thr=0.5: 0.6389 recall@top3: 0.7361 prec@top3: 0.5926 recall@top5: 0.8611 prec@top5: 0.4333 loss_action_cls: 0.0158 2022/12/04 15:33:43 - mmengine - INFO - Epoch(train) [10][1340/4451] lr: 1.8728e-03 eta: 0:16:56 time: 0.3289 data_time: 0.0116 memory: 8790 grad_norm: 0.1148 loss: 0.0169 recall@thr=0.5: 0.6871 prec@thr=0.5: 0.8167 recall@top3: 0.8081 prec@top3: 0.6190 recall@top5: 0.9310 prec@top5: 0.4457 loss_action_cls: 0.0169 2022/12/04 15:33:50 - mmengine - INFO - Epoch(train) [10][1360/4451] lr: 1.8490e-03 eta: 0:16:49 time: 0.3272 data_time: 0.0102 memory: 8804 grad_norm: 0.1207 loss: 0.0149 recall@thr=0.5: 0.6889 prec@thr=0.5: 0.8333 recall@top3: 0.8667 prec@top3: 0.5778 recall@top5: 0.9000 prec@top5: 0.3600 loss_action_cls: 0.0149 2022/12/04 15:33:57 - mmengine - INFO - Epoch(train) [10][1380/4451] lr: 1.8253e-03 eta: 0:16:43 time: 0.3273 data_time: 0.0098 memory: 8770 grad_norm: 0.1237 loss: 0.0148 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.8333 recall@top3: 0.8981 prec@top3: 0.7037 recall@top5: 0.9630 prec@top5: 0.4667 loss_action_cls: 0.0148 2022/12/04 15:34:03 - mmengine - INFO - Epoch(train) [10][1400/4451] lr: 1.8017e-03 eta: 0:16:36 time: 0.3278 data_time: 0.0101 memory: 8774 grad_norm: 0.1169 loss: 0.0176 recall@thr=0.5: 0.5875 prec@thr=0.5: 0.7500 recall@top3: 0.7625 prec@top3: 0.6000 recall@top5: 0.9750 prec@top5: 0.4800 loss_action_cls: 0.0176 2022/12/04 15:34:10 - mmengine - INFO - Epoch(train) [10][1420/4451] lr: 1.7783e-03 eta: 0:16:30 time: 0.3287 data_time: 0.0109 memory: 8804 grad_norm: 0.1176 loss: 0.0181 recall@thr=0.5: 0.5507 prec@thr=0.5: 0.6232 recall@top3: 0.9058 prec@top3: 0.4928 recall@top5: 0.9420 prec@top5: 0.3130 loss_action_cls: 0.0181 2022/12/04 15:34:16 - mmengine - INFO - Epoch(train) [10][1440/4451] lr: 1.7551e-03 eta: 0:16:23 time: 0.3277 data_time: 0.0096 memory: 8770 grad_norm: 0.1189 loss: 0.0167 recall@thr=0.5: 0.7125 prec@thr=0.5: 0.8250 recall@top3: 0.8958 prec@top3: 0.6667 recall@top5: 0.9583 prec@top5: 0.4400 loss_action_cls: 0.0167 2022/12/04 15:34:23 - mmengine - INFO - Epoch(train) [10][1460/4451] lr: 1.7320e-03 eta: 0:16:17 time: 0.3296 data_time: 0.0098 memory: 8826 grad_norm: 0.1202 loss: 0.0150 recall@thr=0.5: 0.8472 prec@thr=0.5: 0.9444 recall@top3: 0.9028 prec@top3: 0.8704 recall@top5: 0.9583 prec@top5: 0.5667 loss_action_cls: 0.0150 2022/12/04 15:34:29 - mmengine - INFO - Epoch(train) [10][1480/4451] lr: 1.7090e-03 eta: 0:16:10 time: 0.3271 data_time: 0.0095 memory: 8780 grad_norm: 0.1239 loss: 0.0159 recall@thr=0.5: 0.6216 prec@thr=0.5: 0.7745 recall@top3: 0.7951 prec@top3: 0.5882 recall@top5: 0.8853 prec@top5: 0.4118 loss_action_cls: 0.0159 2022/12/04 15:34:36 - mmengine - INFO - Epoch(train) [10][1500/4451] lr: 1.6862e-03 eta: 0:16:04 time: 0.3277 data_time: 0.0095 memory: 8777 grad_norm: 0.1195 loss: 0.0166 recall@thr=0.5: 0.8083 prec@thr=0.5: 0.8333 recall@top3: 0.8302 prec@top3: 0.6250 recall@top5: 0.9125 prec@top5: 0.4375 loss_action_cls: 0.0166 2022/12/04 15:34:42 - mmengine - INFO - Epoch(train) [10][1520/4451] lr: 1.6636e-03 eta: 0:15:57 time: 0.3273 data_time: 0.0118 memory: 8770 grad_norm: 0.1211 loss: 0.0156 recall@thr=0.5: 0.7784 prec@thr=0.5: 0.7346 recall@top3: 0.8049 prec@top3: 0.6543 recall@top5: 0.9432 prec@top5: 0.4889 loss_action_cls: 0.0156 2022/12/04 15:34:49 - mmengine - INFO - Epoch(train) [10][1540/4451] lr: 1.6411e-03 eta: 0:15:51 time: 0.3275 data_time: 0.0098 memory: 8771 grad_norm: 0.1210 loss: 0.0154 recall@thr=0.5: 0.3712 prec@thr=0.5: 0.4242 recall@top3: 0.7652 prec@top3: 0.5758 recall@top5: 0.9394 prec@top5: 0.4273 loss_action_cls: 0.0154 2022/12/04 15:34:56 - mmengine - INFO - Epoch(train) [10][1560/4451] lr: 1.6188e-03 eta: 0:15:44 time: 0.3272 data_time: 0.0098 memory: 8770 grad_norm: 0.1176 loss: 0.0159 recall@thr=0.5: 0.7463 prec@thr=0.5: 0.8426 recall@top3: 0.7935 prec@top3: 0.7222 recall@top5: 1.0000 prec@top5: 0.5778 loss_action_cls: 0.0159 2022/12/04 15:35:02 - mmengine - INFO - Epoch(train) [10][1580/4451] lr: 1.5966e-03 eta: 0:15:38 time: 0.3279 data_time: 0.0096 memory: 8813 grad_norm: 0.1219 loss: 0.0163 recall@thr=0.5: 0.6923 prec@thr=0.5: 0.7756 recall@top3: 0.8910 prec@top3: 0.5769 recall@top5: 0.9615 prec@top5: 0.3846 loss_action_cls: 0.0163 2022/12/04 15:35:09 - mmengine - INFO - Epoch(train) [10][1600/4451] lr: 1.5745e-03 eta: 0:15:31 time: 0.3273 data_time: 0.0102 memory: 8770 grad_norm: 0.1264 loss: 0.0153 recall@thr=0.5: 0.6310 prec@thr=0.5: 0.7619 recall@top3: 0.7024 prec@top3: 0.5238 recall@top5: 0.9524 prec@top5: 0.4429 loss_action_cls: 0.0153 2022/12/04 15:35:15 - mmengine - INFO - Epoch(train) [10][1620/4451] lr: 1.5526e-03 eta: 0:15:24 time: 0.3277 data_time: 0.0118 memory: 8780 grad_norm: 0.1246 loss: 0.0174 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8021 recall@top3: 0.8646 prec@top3: 0.5833 recall@top5: 1.0000 prec@top5: 0.4125 loss_action_cls: 0.0174 2022/12/04 15:35:22 - mmengine - INFO - Epoch(train) [10][1640/4451] lr: 1.5309e-03 eta: 0:15:18 time: 0.3278 data_time: 0.0101 memory: 8799 grad_norm: 0.1201 loss: 0.0159 recall@thr=0.5: 0.7910 prec@thr=0.5: 0.8769 recall@top3: 0.8058 prec@top3: 0.7821 recall@top5: 0.9558 prec@top5: 0.5692 loss_action_cls: 0.0159 2022/12/04 15:35:28 - mmengine - INFO - Epoch(train) [10][1660/4451] lr: 1.5093e-03 eta: 0:15:11 time: 0.3269 data_time: 0.0109 memory: 8799 grad_norm: 0.1187 loss: 0.0158 recall@thr=0.5: 0.8102 prec@thr=0.5: 0.8981 recall@top3: 0.9028 prec@top3: 0.7778 recall@top5: 0.9444 prec@top5: 0.5000 loss_action_cls: 0.0158 2022/12/04 15:35:35 - mmengine - INFO - Epoch(train) [10][1680/4451] lr: 1.4879e-03 eta: 0:15:05 time: 0.3294 data_time: 0.0098 memory: 8770 grad_norm: 0.1185 loss: 0.0136 recall@thr=0.5: 0.7857 prec@thr=0.5: 0.8214 recall@top3: 0.9405 prec@top3: 0.5476 recall@top5: 1.0000 prec@top5: 0.3571 loss_action_cls: 0.0136 2022/12/04 15:35:41 - mmengine - INFO - Epoch(train) [10][1700/4451] lr: 1.4666e-03 eta: 0:14:58 time: 0.3276 data_time: 0.0102 memory: 8793 grad_norm: 0.1202 loss: 0.0181 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.9398 recall@top3: 0.8287 prec@top3: 0.6667 recall@top5: 0.9306 prec@top5: 0.4556 loss_action_cls: 0.0181 2022/12/04 15:35:48 - mmengine - INFO - Epoch(train) [10][1720/4451] lr: 1.4454e-03 eta: 0:14:52 time: 0.3265 data_time: 0.0119 memory: 8770 grad_norm: 0.1171 loss: 0.0159 recall@thr=0.5: 0.6410 prec@thr=0.5: 0.7949 recall@top3: 0.8333 prec@top3: 0.5641 recall@top5: 0.9615 prec@top5: 0.4000 loss_action_cls: 0.0159 2022/12/04 15:35:55 - mmengine - INFO - Epoch(train) [10][1740/4451] lr: 1.4245e-03 eta: 0:14:45 time: 0.3282 data_time: 0.0098 memory: 8770 grad_norm: 0.1251 loss: 0.0178 recall@thr=0.5: 0.8640 prec@thr=0.5: 0.8684 recall@top3: 0.8816 prec@top3: 0.7368 recall@top5: 1.0000 prec@top5: 0.5263 loss_action_cls: 0.0178 2022/12/04 15:36:01 - mmengine - INFO - Epoch(train) [10][1760/4451] lr: 1.4036e-03 eta: 0:14:39 time: 0.3282 data_time: 0.0096 memory: 8793 grad_norm: 0.1227 loss: 0.0186 recall@thr=0.5: 0.6859 prec@thr=0.5: 0.6545 recall@top3: 0.8077 prec@top3: 0.5513 recall@top5: 0.9551 prec@top5: 0.4000 loss_action_cls: 0.0186 2022/12/04 15:36:08 - mmengine - INFO - Epoch(train) [10][1780/4451] lr: 1.3829e-03 eta: 0:14:32 time: 0.3273 data_time: 0.0097 memory: 8780 grad_norm: 0.1191 loss: 0.0151 recall@thr=0.5: 0.6954 prec@thr=0.5: 0.7816 recall@top3: 0.8908 prec@top3: 0.6092 recall@top5: 0.9023 prec@top5: 0.3724 loss_action_cls: 0.0151 2022/12/04 15:36:14 - mmengine - INFO - Epoch(train) [10][1800/4451] lr: 1.3624e-03 eta: 0:14:26 time: 0.3288 data_time: 0.0095 memory: 8774 grad_norm: 0.1181 loss: 0.0152 recall@thr=0.5: 0.7407 prec@thr=0.5: 0.8796 recall@top3: 0.7963 prec@top3: 0.7222 recall@top5: 0.9444 prec@top5: 0.5111 loss_action_cls: 0.0152 2022/12/04 15:36:21 - mmengine - INFO - Epoch(train) [10][1820/4451] lr: 1.3420e-03 eta: 0:14:19 time: 0.3270 data_time: 0.0096 memory: 8770 grad_norm: 0.1203 loss: 0.0152 recall@thr=0.5: 0.7456 prec@thr=0.5: 0.8421 recall@top3: 0.8728 prec@top3: 0.7719 recall@top5: 1.0000 prec@top5: 0.5263 loss_action_cls: 0.0152 2022/12/04 15:36:27 - mmengine - INFO - Epoch(train) [10][1840/4451] lr: 1.3218e-03 eta: 0:14:13 time: 0.3288 data_time: 0.0096 memory: 8771 grad_norm: 0.1177 loss: 0.0170 recall@thr=0.5: 0.6867 prec@thr=0.5: 0.6667 recall@top3: 0.8200 prec@top3: 0.5333 recall@top5: 0.9400 prec@top5: 0.3840 loss_action_cls: 0.0170 2022/12/04 15:36:34 - mmengine - INFO - Epoch(train) [10][1860/4451] lr: 1.3017e-03 eta: 0:14:06 time: 0.3282 data_time: 0.0104 memory: 8806 grad_norm: 0.1198 loss: 0.0152 recall@thr=0.5: 0.7381 prec@thr=0.5: 0.7857 recall@top3: 0.8492 prec@top3: 0.6349 recall@top5: 0.9603 prec@top5: 0.4381 loss_action_cls: 0.0152 2022/12/04 15:36:40 - mmengine - INFO - Epoch(train) [10][1880/4451] lr: 1.2818e-03 eta: 0:14:00 time: 0.3272 data_time: 0.0094 memory: 8774 grad_norm: 0.1153 loss: 0.0159 recall@thr=0.5: 0.8167 prec@thr=0.5: 0.8700 recall@top3: 0.9133 prec@top3: 0.7867 recall@top5: 0.9867 prec@top5: 0.5200 loss_action_cls: 0.0159 2022/12/04 15:36:47 - mmengine - INFO - Epoch(train) [10][1900/4451] lr: 1.2620e-03 eta: 0:13:53 time: 0.3260 data_time: 0.0094 memory: 8774 grad_norm: 0.1214 loss: 0.0187 recall@thr=0.5: 0.6609 prec@thr=0.5: 0.6609 recall@top3: 0.8448 prec@top3: 0.5287 recall@top5: 0.9569 prec@top5: 0.3724 loss_action_cls: 0.0187 2022/12/04 15:36:54 - mmengine - INFO - Epoch(train) [10][1920/4451] lr: 1.2424e-03 eta: 0:13:46 time: 0.3276 data_time: 0.0097 memory: 8771 grad_norm: 0.1252 loss: 0.0161 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.6852 recall@top3: 0.7593 prec@top3: 0.5432 recall@top5: 0.8889 prec@top5: 0.3778 loss_action_cls: 0.0161 2022/12/04 15:37:00 - mmengine - INFO - Epoch(train) [10][1940/4451] lr: 1.2229e-03 eta: 0:13:40 time: 0.3288 data_time: 0.0091 memory: 8780 grad_norm: 0.1215 loss: 0.0181 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7167 recall@top3: 0.7167 prec@top3: 0.5333 recall@top5: 0.8833 prec@top5: 0.4000 loss_action_cls: 0.0181 2022/12/04 15:37:00 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 15:37:07 - mmengine - INFO - Epoch(train) [10][1960/4451] lr: 1.2036e-03 eta: 0:13:33 time: 0.3281 data_time: 0.0096 memory: 8770 grad_norm: 0.1177 loss: 0.0164 recall@thr=0.5: 0.7375 prec@thr=0.5: 0.8250 recall@top3: 0.8083 prec@top3: 0.6167 recall@top5: 0.9083 prec@top5: 0.4100 loss_action_cls: 0.0164 2022/12/04 15:37:13 - mmengine - INFO - Epoch(train) [10][1980/4451] lr: 1.1845e-03 eta: 0:13:27 time: 0.3283 data_time: 0.0095 memory: 8806 grad_norm: 0.1253 loss: 0.0174 recall@thr=0.5: 0.6250 prec@thr=0.5: 0.6955 recall@top3: 0.7821 prec@top3: 0.6154 recall@top5: 0.9423 prec@top5: 0.4615 loss_action_cls: 0.0174 2022/12/04 15:37:20 - mmengine - INFO - Epoch(train) [10][2000/4451] lr: 1.1654e-03 eta: 0:13:20 time: 0.3277 data_time: 0.0098 memory: 8771 grad_norm: 0.1196 loss: 0.0163 recall@thr=0.5: 0.6146 prec@thr=0.5: 0.6562 recall@top3: 0.7083 prec@top3: 0.4583 recall@top5: 0.9167 prec@top5: 0.3625 loss_action_cls: 0.0163 2022/12/04 15:37:26 - mmengine - INFO - Epoch(train) [10][2020/4451] lr: 1.1466e-03 eta: 0:13:14 time: 0.3263 data_time: 0.0107 memory: 8770 grad_norm: 0.1205 loss: 0.0146 recall@thr=0.5: 0.8297 prec@thr=0.5: 0.8406 recall@top3: 0.9601 prec@top3: 0.6232 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0146 2022/12/04 15:37:33 - mmengine - INFO - Epoch(train) [10][2040/4451] lr: 1.1279e-03 eta: 0:13:07 time: 0.3262 data_time: 0.0095 memory: 8783 grad_norm: 0.1179 loss: 0.0157 recall@thr=0.5: 0.8532 prec@thr=0.5: 0.8929 recall@top3: 0.9167 prec@top3: 0.7937 recall@top5: 0.9762 prec@top5: 0.5143 loss_action_cls: 0.0157 2022/12/04 15:37:39 - mmengine - INFO - Epoch(train) [10][2060/4451] lr: 1.1093e-03 eta: 0:13:01 time: 0.3284 data_time: 0.0123 memory: 8793 grad_norm: 0.1237 loss: 0.0157 recall@thr=0.5: 0.5460 prec@thr=0.5: 0.7241 recall@top3: 0.7069 prec@top3: 0.6092 recall@top5: 0.8534 prec@top5: 0.4345 loss_action_cls: 0.0157 2022/12/04 15:37:46 - mmengine - INFO - Epoch(train) [10][2080/4451] lr: 1.0909e-03 eta: 0:12:54 time: 0.3284 data_time: 0.0094 memory: 8770 grad_norm: 0.1182 loss: 0.0160 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8111 recall@top3: 0.9167 prec@top3: 0.5333 recall@top5: 0.9833 prec@top5: 0.3333 loss_action_cls: 0.0160 2022/12/04 15:37:53 - mmengine - INFO - Epoch(train) [10][2100/4451] lr: 1.0727e-03 eta: 0:12:48 time: 0.3284 data_time: 0.0099 memory: 8777 grad_norm: 0.1206 loss: 0.0173 recall@thr=0.5: 0.7969 prec@thr=0.5: 0.7917 recall@top3: 0.8594 prec@top3: 0.5000 recall@top5: 0.9688 prec@top5: 0.3437 loss_action_cls: 0.0173 2022/12/04 15:37:59 - mmengine - INFO - Epoch(train) [10][2120/4451] lr: 1.0546e-03 eta: 0:12:41 time: 0.3272 data_time: 0.0102 memory: 8770 grad_norm: 0.1221 loss: 0.0166 recall@thr=0.5: 0.6970 prec@thr=0.5: 0.9697 recall@top3: 0.8220 prec@top3: 0.7424 recall@top5: 0.9242 prec@top5: 0.5000 loss_action_cls: 0.0166 2022/12/04 15:38:06 - mmengine - INFO - Epoch(train) [10][2140/4451] lr: 1.0366e-03 eta: 0:12:35 time: 0.3272 data_time: 0.0110 memory: 8770 grad_norm: 0.1176 loss: 0.0156 recall@thr=0.5: 0.6404 prec@thr=0.5: 0.8596 recall@top3: 0.7895 prec@top3: 0.6667 recall@top5: 0.8421 prec@top5: 0.4316 loss_action_cls: 0.0156 2022/12/04 15:38:12 - mmengine - INFO - Epoch(train) [10][2160/4451] lr: 1.0188e-03 eta: 0:12:28 time: 0.3260 data_time: 0.0096 memory: 8770 grad_norm: 0.1187 loss: 0.0166 recall@thr=0.5: 0.5079 prec@thr=0.5: 0.5278 recall@top3: 0.7937 prec@top3: 0.4762 recall@top5: 0.9405 prec@top5: 0.3524 loss_action_cls: 0.0166 2022/12/04 15:38:19 - mmengine - INFO - Epoch(train) [10][2180/4451] lr: 1.0012e-03 eta: 0:12:22 time: 0.3277 data_time: 0.0110 memory: 8819 grad_norm: 0.1245 loss: 0.0162 recall@thr=0.5: 0.8222 prec@thr=0.5: 0.9000 recall@top3: 0.8444 prec@top3: 0.4889 recall@top5: 0.9556 prec@top5: 0.3467 loss_action_cls: 0.0162 2022/12/04 15:38:25 - mmengine - INFO - Epoch(train) [10][2200/4451] lr: 9.8368e-04 eta: 0:12:15 time: 0.3251 data_time: 0.0097 memory: 8770 grad_norm: 0.1227 loss: 0.0148 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8333 recall@top3: 0.8556 prec@top3: 0.5556 recall@top5: 0.9444 prec@top5: 0.3600 loss_action_cls: 0.0148 2022/12/04 15:38:32 - mmengine - INFO - Epoch(train) [10][2220/4451] lr: 9.6634e-04 eta: 0:12:08 time: 0.3277 data_time: 0.0106 memory: 8799 grad_norm: 0.1146 loss: 0.0168 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7892 recall@top3: 0.8088 prec@top3: 0.6471 recall@top5: 0.9853 prec@top5: 0.4941 loss_action_cls: 0.0168 2022/12/04 15:38:38 - mmengine - INFO - Epoch(train) [10][2240/4451] lr: 9.4915e-04 eta: 0:12:02 time: 0.3277 data_time: 0.0097 memory: 8770 grad_norm: 0.1176 loss: 0.0161 recall@thr=0.5: 0.3810 prec@thr=0.5: 0.5000 recall@top3: 0.6508 prec@top3: 0.4603 recall@top5: 0.8810 prec@top5: 0.3619 loss_action_cls: 0.0161 2022/12/04 15:38:45 - mmengine - INFO - Epoch(train) [10][2260/4451] lr: 9.3212e-04 eta: 0:11:55 time: 0.3288 data_time: 0.0102 memory: 8770 grad_norm: 0.1218 loss: 0.0167 recall@thr=0.5: 0.5397 prec@thr=0.5: 0.5476 recall@top3: 0.7381 prec@top3: 0.5079 recall@top5: 0.9365 prec@top5: 0.4000 loss_action_cls: 0.0167 2022/12/04 15:38:52 - mmengine - INFO - Epoch(train) [10][2280/4451] lr: 9.1524e-04 eta: 0:11:49 time: 0.3276 data_time: 0.0095 memory: 8774 grad_norm: 0.1215 loss: 0.0161 recall@thr=0.5: 0.8913 prec@thr=0.5: 0.8080 recall@top3: 0.9275 prec@top3: 0.6957 recall@top5: 0.9783 prec@top5: 0.4522 loss_action_cls: 0.0161 2022/12/04 15:38:58 - mmengine - INFO - Epoch(train) [10][2300/4451] lr: 8.9851e-04 eta: 0:11:42 time: 0.3272 data_time: 0.0098 memory: 8770 grad_norm: 0.1209 loss: 0.0168 recall@thr=0.5: 0.8438 prec@thr=0.5: 0.9687 recall@top3: 0.8750 prec@top3: 0.6667 recall@top5: 0.9688 prec@top5: 0.4625 loss_action_cls: 0.0168 2022/12/04 15:39:05 - mmengine - INFO - Epoch(train) [10][2320/4451] lr: 8.8194e-04 eta: 0:11:36 time: 0.3284 data_time: 0.0115 memory: 8813 grad_norm: 0.1205 loss: 0.0146 recall@thr=0.5: 0.9688 prec@thr=0.5: 0.9115 recall@top3: 1.0000 prec@top3: 0.8125 recall@top5: 1.0000 prec@top5: 0.4875 loss_action_cls: 0.0146 2022/12/04 15:39:11 - mmengine - INFO - Epoch(train) [10][2340/4451] lr: 8.6552e-04 eta: 0:11:29 time: 0.3261 data_time: 0.0094 memory: 8829 grad_norm: 0.1210 loss: 0.0161 recall@thr=0.5: 0.7685 prec@thr=0.5: 0.7778 recall@top3: 0.8657 prec@top3: 0.6296 recall@top5: 0.9444 prec@top5: 0.4333 loss_action_cls: 0.0161 2022/12/04 15:39:18 - mmengine - INFO - Epoch(train) [10][2360/4451] lr: 8.4925e-04 eta: 0:11:23 time: 0.3262 data_time: 0.0108 memory: 8770 grad_norm: 0.1171 loss: 0.0168 recall@thr=0.5: 0.6863 prec@thr=0.5: 0.8627 recall@top3: 0.9118 prec@top3: 0.5882 recall@top5: 0.9706 prec@top5: 0.3882 loss_action_cls: 0.0168 2022/12/04 15:39:24 - mmengine - INFO - Epoch(train) [10][2380/4451] lr: 8.3313e-04 eta: 0:11:16 time: 0.3276 data_time: 0.0109 memory: 8804 grad_norm: 0.1223 loss: 0.0160 recall@thr=0.5: 0.9250 prec@thr=0.5: 0.8458 recall@top3: 1.0000 prec@top3: 0.7500 recall@top5: 1.0000 prec@top5: 0.4500 loss_action_cls: 0.0160 2022/12/04 15:39:31 - mmengine - INFO - Epoch(train) [10][2400/4451] lr: 8.1717e-04 eta: 0:11:10 time: 0.3289 data_time: 0.0128 memory: 8780 grad_norm: 0.1201 loss: 0.0154 recall@thr=0.5: 0.7255 prec@thr=0.5: 0.8235 recall@top3: 0.9216 prec@top3: 0.7059 recall@top5: 0.9706 prec@top5: 0.4588 loss_action_cls: 0.0154 2022/12/04 15:39:37 - mmengine - INFO - Epoch(train) [10][2420/4451] lr: 8.0136e-04 eta: 0:11:03 time: 0.3284 data_time: 0.0097 memory: 8796 grad_norm: 0.1196 loss: 0.0164 recall@thr=0.5: 0.6429 prec@thr=0.5: 0.6357 recall@top3: 0.7183 prec@top3: 0.6032 recall@top5: 0.8929 prec@top5: 0.4476 loss_action_cls: 0.0164 2022/12/04 15:39:44 - mmengine - INFO - Epoch(train) [10][2440/4451] lr: 7.8571e-04 eta: 0:10:57 time: 0.3275 data_time: 0.0114 memory: 8770 grad_norm: 0.1248 loss: 0.0162 recall@thr=0.5: 0.7619 prec@thr=0.5: 0.7857 recall@top3: 0.8571 prec@top3: 0.5952 recall@top5: 1.0000 prec@top5: 0.4286 loss_action_cls: 0.0162 2022/12/04 15:39:51 - mmengine - INFO - Epoch(train) [10][2460/4451] lr: 7.7020e-04 eta: 0:10:50 time: 0.3286 data_time: 0.0106 memory: 8804 grad_norm: 0.1223 loss: 0.0154 recall@thr=0.5: 0.6094 prec@thr=0.5: 0.8333 recall@top3: 0.8125 prec@top3: 0.5000 recall@top5: 0.9375 prec@top5: 0.3625 loss_action_cls: 0.0154 2022/12/04 15:39:57 - mmengine - INFO - Epoch(train) [10][2480/4451] lr: 7.5485e-04 eta: 0:10:44 time: 0.3269 data_time: 0.0115 memory: 8796 grad_norm: 0.1141 loss: 0.0152 recall@thr=0.5: 0.7240 prec@thr=0.5: 0.6771 recall@top3: 0.9167 prec@top3: 0.5625 recall@top5: 0.9792 prec@top5: 0.3750 loss_action_cls: 0.0152 2022/12/04 15:40:04 - mmengine - INFO - Epoch(train) [10][2500/4451] lr: 7.3966e-04 eta: 0:10:37 time: 0.3269 data_time: 0.0099 memory: 8777 grad_norm: 0.1222 loss: 0.0181 recall@thr=0.5: 0.5863 prec@thr=0.5: 0.7157 recall@top3: 0.7471 prec@top3: 0.6471 recall@top5: 0.8882 prec@top5: 0.4824 loss_action_cls: 0.0181 2022/12/04 15:40:10 - mmengine - INFO - Epoch(train) [10][2520/4451] lr: 7.2461e-04 eta: 0:10:30 time: 0.3280 data_time: 0.0102 memory: 8829 grad_norm: 0.1155 loss: 0.0163 recall@thr=0.5: 0.7101 prec@thr=0.5: 0.9420 recall@top3: 0.9855 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4087 loss_action_cls: 0.0163 2022/12/04 15:40:17 - mmengine - INFO - Epoch(train) [10][2540/4451] lr: 7.0973e-04 eta: 0:10:24 time: 0.3270 data_time: 0.0108 memory: 8770 grad_norm: 0.1210 loss: 0.0163 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.9875 recall@top3: 0.8333 prec@top3: 0.7500 recall@top5: 0.9583 prec@top5: 0.5250 loss_action_cls: 0.0163 2022/12/04 15:40:23 - mmengine - INFO - Epoch(train) [10][2560/4451] lr: 6.9499e-04 eta: 0:10:17 time: 0.3278 data_time: 0.0098 memory: 8771 grad_norm: 0.1175 loss: 0.0150 recall@thr=0.5: 0.6254 prec@thr=0.5: 0.6920 recall@top3: 0.7246 prec@top3: 0.5797 recall@top5: 0.8630 prec@top5: 0.4348 loss_action_cls: 0.0150 2022/12/04 15:40:30 - mmengine - INFO - Epoch(train) [10][2580/4451] lr: 6.8041e-04 eta: 0:10:11 time: 0.3259 data_time: 0.0101 memory: 8770 grad_norm: 0.1238 loss: 0.0171 recall@thr=0.5: 0.5725 prec@thr=0.5: 0.7464 recall@top3: 0.7681 prec@top3: 0.5797 recall@top5: 0.9058 prec@top5: 0.4261 loss_action_cls: 0.0171 2022/12/04 15:40:36 - mmengine - INFO - Epoch(train) [10][2600/4451] lr: 6.6598e-04 eta: 0:10:04 time: 0.3274 data_time: 0.0102 memory: 8793 grad_norm: 0.1200 loss: 0.0178 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.8156 recall@top3: 0.8490 prec@top3: 0.6458 recall@top5: 1.0000 prec@top5: 0.4750 loss_action_cls: 0.0178 2022/12/04 15:40:43 - mmengine - INFO - Epoch(train) [10][2620/4451] lr: 6.5170e-04 eta: 0:09:58 time: 0.3274 data_time: 0.0104 memory: 8786 grad_norm: 0.1183 loss: 0.0168 recall@thr=0.5: 0.5958 prec@thr=0.5: 0.7014 recall@top3: 0.7653 prec@top3: 0.5972 recall@top5: 0.9639 prec@top5: 0.4500 loss_action_cls: 0.0168 2022/12/04 15:40:49 - mmengine - INFO - Epoch(train) [10][2640/4451] lr: 6.3758e-04 eta: 0:09:51 time: 0.3269 data_time: 0.0112 memory: 8790 grad_norm: 0.1183 loss: 0.0184 recall@thr=0.5: 0.7254 prec@thr=0.5: 0.8246 recall@top3: 0.7447 prec@top3: 0.6667 recall@top5: 0.9632 prec@top5: 0.5368 loss_action_cls: 0.0184 2022/12/04 15:40:56 - mmengine - INFO - Epoch(train) [10][2660/4451] lr: 6.2361e-04 eta: 0:09:45 time: 0.3277 data_time: 0.0098 memory: 8793 grad_norm: 0.1197 loss: 0.0166 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7531 recall@top3: 0.8611 prec@top3: 0.6543 recall@top5: 0.8981 prec@top5: 0.4222 loss_action_cls: 0.0166 2022/12/04 15:41:03 - mmengine - INFO - Epoch(train) [10][2680/4451] lr: 6.0980e-04 eta: 0:09:38 time: 0.3265 data_time: 0.0110 memory: 8783 grad_norm: 0.1191 loss: 0.0170 recall@thr=0.5: 0.6176 prec@thr=0.5: 0.5490 recall@top3: 0.8529 prec@top3: 0.4902 recall@top5: 0.9118 prec@top5: 0.3176 loss_action_cls: 0.0170 2022/12/04 15:41:09 - mmengine - INFO - Epoch(train) [10][2700/4451] lr: 5.9614e-04 eta: 0:09:32 time: 0.3284 data_time: 0.0110 memory: 8819 grad_norm: 0.1200 loss: 0.0169 recall@thr=0.5: 0.6042 prec@thr=0.5: 0.6380 recall@top3: 0.7240 prec@top3: 0.5521 recall@top5: 0.9010 prec@top5: 0.4250 loss_action_cls: 0.0169 2022/12/04 15:41:16 - mmengine - INFO - Epoch(train) [10][2720/4451] lr: 5.8263e-04 eta: 0:09:25 time: 0.3284 data_time: 0.0102 memory: 8783 grad_norm: 0.1229 loss: 0.0171 recall@thr=0.5: 0.7242 prec@thr=0.5: 0.6658 recall@top3: 0.6983 prec@top3: 0.6167 recall@top5: 0.9133 prec@top5: 0.5100 loss_action_cls: 0.0171 2022/12/04 15:41:22 - mmengine - INFO - Epoch(train) [10][2740/4451] lr: 5.6928e-04 eta: 0:09:19 time: 0.3273 data_time: 0.0100 memory: 8770 grad_norm: 0.1184 loss: 0.0155 recall@thr=0.5: 0.7816 prec@thr=0.5: 0.9282 recall@top3: 0.8707 prec@top3: 0.7701 recall@top5: 0.9770 prec@top5: 0.5310 loss_action_cls: 0.0155 2022/12/04 15:41:29 - mmengine - INFO - Epoch(train) [10][2760/4451] lr: 5.5608e-04 eta: 0:09:12 time: 0.3265 data_time: 0.0098 memory: 8780 grad_norm: 0.1145 loss: 0.0159 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8281 recall@top3: 0.7672 prec@top3: 0.6979 recall@top5: 0.9552 prec@top5: 0.5500 loss_action_cls: 0.0159 2022/12/04 15:41:35 - mmengine - INFO - Epoch(train) [10][2780/4451] lr: 5.4304e-04 eta: 0:09:06 time: 0.3283 data_time: 0.0099 memory: 8780 grad_norm: 0.1160 loss: 0.0150 recall@thr=0.5: 0.6111 prec@thr=0.5: 0.8715 recall@top3: 0.8611 prec@top3: 0.6667 recall@top5: 0.9861 prec@top5: 0.4750 loss_action_cls: 0.0150 2022/12/04 15:41:42 - mmengine - INFO - Epoch(train) [10][2800/4451] lr: 5.3015e-04 eta: 0:08:59 time: 0.3275 data_time: 0.0104 memory: 8770 grad_norm: 0.1221 loss: 0.0168 recall@thr=0.5: 0.6425 prec@thr=0.5: 0.7701 recall@top3: 0.6948 prec@top3: 0.7471 recall@top5: 0.9057 prec@top5: 0.5862 loss_action_cls: 0.0168 2022/12/04 15:41:48 - mmengine - INFO - Epoch(train) [10][2820/4451] lr: 5.1741e-04 eta: 0:08:52 time: 0.3256 data_time: 0.0094 memory: 8774 grad_norm: 0.1229 loss: 0.0166 recall@thr=0.5: 0.6270 prec@thr=0.5: 0.6746 recall@top3: 0.7381 prec@top3: 0.6190 recall@top5: 0.8651 prec@top5: 0.4476 loss_action_cls: 0.0166 2022/12/04 15:41:55 - mmengine - INFO - Epoch(train) [10][2840/4451] lr: 5.0483e-04 eta: 0:08:46 time: 0.3274 data_time: 0.0098 memory: 8770 grad_norm: 0.1266 loss: 0.0165 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.9160 recall@top3: 0.8633 prec@top3: 0.7467 recall@top5: 0.9633 prec@top5: 0.4960 loss_action_cls: 0.0165 2022/12/04 15:42:02 - mmengine - INFO - Epoch(train) [10][2860/4451] lr: 4.9240e-04 eta: 0:08:39 time: 0.3279 data_time: 0.0098 memory: 8770 grad_norm: 0.1213 loss: 0.0159 recall@thr=0.5: 0.8289 prec@thr=0.5: 0.8772 recall@top3: 0.9605 prec@top3: 0.7544 recall@top5: 0.9868 prec@top5: 0.4737 loss_action_cls: 0.0159 2022/12/04 15:42:08 - mmengine - INFO - Epoch(train) [10][2880/4451] lr: 4.8012e-04 eta: 0:08:33 time: 0.3271 data_time: 0.0102 memory: 8786 grad_norm: 0.1133 loss: 0.0164 recall@thr=0.5: 0.7347 prec@thr=0.5: 0.7882 recall@top3: 0.8417 prec@top3: 0.6667 recall@top5: 0.9556 prec@top5: 0.4750 loss_action_cls: 0.0164 2022/12/04 15:42:15 - mmengine - INFO - Epoch(train) [10][2900/4451] lr: 4.6800e-04 eta: 0:08:26 time: 0.3277 data_time: 0.0097 memory: 8770 grad_norm: 0.1236 loss: 0.0157 recall@thr=0.5: 0.8246 prec@thr=0.5: 0.8772 recall@top3: 0.9167 prec@top3: 0.6667 recall@top5: 0.9737 prec@top5: 0.4421 loss_action_cls: 0.0157 2022/12/04 15:42:21 - mmengine - INFO - Epoch(train) [10][2920/4451] lr: 4.5604e-04 eta: 0:08:20 time: 0.3283 data_time: 0.0099 memory: 8774 grad_norm: 0.1217 loss: 0.0169 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.8292 recall@top3: 0.8125 prec@top3: 0.6333 recall@top5: 0.8708 prec@top5: 0.4200 loss_action_cls: 0.0169 2022/12/04 15:42:28 - mmengine - INFO - Epoch(train) [10][2940/4451] lr: 4.4423e-04 eta: 0:08:13 time: 0.3272 data_time: 0.0104 memory: 8783 grad_norm: 0.1216 loss: 0.0169 recall@thr=0.5: 0.6220 prec@thr=0.5: 0.6667 recall@top3: 0.7083 prec@top3: 0.5238 recall@top5: 0.9673 prec@top5: 0.4143 loss_action_cls: 0.0169 2022/12/04 15:42:28 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 15:42:34 - mmengine - INFO - Epoch(train) [10][2960/4451] lr: 4.3257e-04 eta: 0:08:07 time: 0.3276 data_time: 0.0104 memory: 8770 grad_norm: 0.1192 loss: 0.0161 recall@thr=0.5: 0.7926 prec@thr=0.5: 0.8639 recall@top3: 0.8000 prec@top3: 0.6481 recall@top5: 0.9778 prec@top5: 0.4889 loss_action_cls: 0.0161 2022/12/04 15:42:41 - mmengine - INFO - Epoch(train) [10][2980/4451] lr: 4.2107e-04 eta: 0:08:00 time: 0.3284 data_time: 0.0108 memory: 8783 grad_norm: 0.1202 loss: 0.0160 recall@thr=0.5: 0.6389 prec@thr=0.5: 0.5278 recall@top3: 0.8056 prec@top3: 0.5833 recall@top5: 0.9306 prec@top5: 0.4167 loss_action_cls: 0.0160 2022/12/04 15:42:47 - mmengine - INFO - Epoch(train) [10][3000/4451] lr: 4.0972e-04 eta: 0:07:54 time: 0.3254 data_time: 0.0114 memory: 8770 grad_norm: 0.1172 loss: 0.0161 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.5909 recall@top3: 0.8333 prec@top3: 0.5152 recall@top5: 0.8788 prec@top5: 0.3273 loss_action_cls: 0.0161 2022/12/04 15:42:54 - mmengine - INFO - Epoch(train) [10][3020/4451] lr: 3.9852e-04 eta: 0:07:47 time: 0.3288 data_time: 0.0102 memory: 8770 grad_norm: 0.1189 loss: 0.0154 recall@thr=0.5: 0.6911 prec@thr=0.5: 0.8750 recall@top3: 0.8018 prec@top3: 0.8333 recall@top5: 0.9524 prec@top5: 0.6143 loss_action_cls: 0.0154 2022/12/04 15:43:01 - mmengine - INFO - Epoch(train) [10][3040/4451] lr: 3.8748e-04 eta: 0:07:41 time: 0.3265 data_time: 0.0097 memory: 8783 grad_norm: 0.1220 loss: 0.0166 recall@thr=0.5: 0.6435 prec@thr=0.5: 0.7899 recall@top3: 0.7123 prec@top3: 0.6522 recall@top5: 0.8855 prec@top5: 0.5130 loss_action_cls: 0.0166 2022/12/04 15:43:07 - mmengine - INFO - Epoch(train) [10][3060/4451] lr: 3.7660e-04 eta: 0:07:34 time: 0.3285 data_time: 0.0117 memory: 8790 grad_norm: 0.1217 loss: 0.0168 recall@thr=0.5: 0.6558 prec@thr=0.5: 0.7725 recall@top3: 0.7645 prec@top3: 0.6667 recall@top5: 0.9783 prec@top5: 0.5304 loss_action_cls: 0.0168 2022/12/04 15:43:14 - mmengine - INFO - Epoch(train) [10][3080/4451] lr: 3.6587e-04 eta: 0:07:27 time: 0.3279 data_time: 0.0098 memory: 8793 grad_norm: 0.1160 loss: 0.0153 recall@thr=0.5: 0.8111 prec@thr=0.5: 0.9333 recall@top3: 0.9667 prec@top3: 0.5556 recall@top5: 1.0000 prec@top5: 0.3467 loss_action_cls: 0.0153 2022/12/04 15:43:20 - mmengine - INFO - Epoch(train) [10][3100/4451] lr: 3.5529e-04 eta: 0:07:21 time: 0.3278 data_time: 0.0096 memory: 8770 grad_norm: 0.1246 loss: 0.0152 recall@thr=0.5: 0.6991 prec@thr=0.5: 0.8009 recall@top3: 0.7917 prec@top3: 0.5556 recall@top5: 0.9861 prec@top5: 0.4333 loss_action_cls: 0.0152 2022/12/04 15:43:27 - mmengine - INFO - Epoch(train) [10][3120/4451] lr: 3.4487e-04 eta: 0:07:14 time: 0.3283 data_time: 0.0096 memory: 8770 grad_norm: 0.1248 loss: 0.0178 recall@thr=0.5: 0.6954 prec@thr=0.5: 0.7902 recall@top3: 0.8276 prec@top3: 0.6322 recall@top5: 0.9713 prec@top5: 0.4552 loss_action_cls: 0.0178 2022/12/04 15:43:33 - mmengine - INFO - Epoch(train) [10][3140/4451] lr: 3.3460e-04 eta: 0:07:08 time: 0.3268 data_time: 0.0099 memory: 8774 grad_norm: 0.1183 loss: 0.0158 recall@thr=0.5: 0.7093 prec@thr=0.5: 0.8426 recall@top3: 0.8444 prec@top3: 0.5741 recall@top5: 0.9444 prec@top5: 0.4222 loss_action_cls: 0.0158 2022/12/04 15:43:40 - mmengine - INFO - Epoch(train) [10][3160/4451] lr: 3.2449e-04 eta: 0:07:01 time: 0.3268 data_time: 0.0091 memory: 8774 grad_norm: 0.1190 loss: 0.0167 recall@thr=0.5: 0.6515 prec@thr=0.5: 0.7500 recall@top3: 0.8939 prec@top3: 0.7121 recall@top5: 1.0000 prec@top5: 0.4818 loss_action_cls: 0.0167 2022/12/04 15:43:46 - mmengine - INFO - Epoch(train) [10][3180/4451] lr: 3.1453e-04 eta: 0:06:55 time: 0.3254 data_time: 0.0094 memory: 8780 grad_norm: 0.1165 loss: 0.0150 recall@thr=0.5: 0.6742 prec@thr=0.5: 0.8636 recall@top3: 0.7765 prec@top3: 0.6515 recall@top5: 0.9205 prec@top5: 0.4727 loss_action_cls: 0.0150 2022/12/04 15:43:53 - mmengine - INFO - Epoch(train) [10][3200/4451] lr: 3.0473e-04 eta: 0:06:48 time: 0.3280 data_time: 0.0095 memory: 8796 grad_norm: 0.1194 loss: 0.0157 recall@thr=0.5: 0.6439 prec@thr=0.5: 0.7288 recall@top3: 0.6212 prec@top3: 0.5758 recall@top5: 0.7727 prec@top5: 0.4364 loss_action_cls: 0.0157 2022/12/04 15:43:59 - mmengine - INFO - Epoch(train) [10][3220/4451] lr: 2.9508e-04 eta: 0:06:42 time: 0.3270 data_time: 0.0095 memory: 8770 grad_norm: 0.1277 loss: 0.0177 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.6792 recall@top3: 0.7542 prec@top3: 0.6333 recall@top5: 0.8917 prec@top5: 0.4600 loss_action_cls: 0.0177 2022/12/04 15:44:06 - mmengine - INFO - Epoch(train) [10][3240/4451] lr: 2.8559e-04 eta: 0:06:35 time: 0.3272 data_time: 0.0114 memory: 8770 grad_norm: 0.1250 loss: 0.0167 recall@thr=0.5: 0.7741 prec@thr=0.5: 0.7593 recall@top3: 0.9037 prec@top3: 0.5185 recall@top5: 0.9889 prec@top5: 0.3444 loss_action_cls: 0.0167 2022/12/04 15:44:13 - mmengine - INFO - Epoch(train) [10][3260/4451] lr: 2.7625e-04 eta: 0:06:29 time: 0.3287 data_time: 0.0095 memory: 8783 grad_norm: 0.1177 loss: 0.0171 recall@thr=0.5: 0.8939 prec@thr=0.5: 0.8864 recall@top3: 0.9432 prec@top3: 0.7121 recall@top5: 1.0000 prec@top5: 0.4636 loss_action_cls: 0.0171 2022/12/04 15:44:19 - mmengine - INFO - Epoch(train) [10][3280/4451] lr: 2.6706e-04 eta: 0:06:22 time: 0.3265 data_time: 0.0101 memory: 8777 grad_norm: 0.1221 loss: 0.0167 recall@thr=0.5: 0.6600 prec@thr=0.5: 0.6900 recall@top3: 0.8467 prec@top3: 0.6400 recall@top5: 0.9633 prec@top5: 0.4480 loss_action_cls: 0.0167 2022/12/04 15:44:26 - mmengine - INFO - Epoch(train) [10][3300/4451] lr: 2.5803e-04 eta: 0:06:16 time: 0.3289 data_time: 0.0096 memory: 8770 grad_norm: 0.1190 loss: 0.0158 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.8333 recall@top3: 0.8778 prec@top3: 0.5778 recall@top5: 0.9667 prec@top5: 0.4000 loss_action_cls: 0.0158 2022/12/04 15:44:32 - mmengine - INFO - Epoch(train) [10][3320/4451] lr: 2.4916e-04 eta: 0:06:09 time: 0.3290 data_time: 0.0117 memory: 8799 grad_norm: 0.1247 loss: 0.0165 recall@thr=0.5: 0.7754 prec@thr=0.5: 0.8297 recall@top3: 0.8551 prec@top3: 0.5942 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0165 2022/12/04 15:44:39 - mmengine - INFO - Epoch(train) [10][3340/4451] lr: 2.4044e-04 eta: 0:06:03 time: 0.3288 data_time: 0.0107 memory: 8777 grad_norm: 0.1156 loss: 0.0166 recall@thr=0.5: 0.7510 prec@thr=0.5: 0.7471 recall@top3: 0.7775 prec@top3: 0.6275 recall@top5: 0.9422 prec@top5: 0.5059 loss_action_cls: 0.0166 2022/12/04 15:44:45 - mmengine - INFO - Epoch(train) [10][3360/4451] lr: 2.3187e-04 eta: 0:05:56 time: 0.3275 data_time: 0.0115 memory: 8770 grad_norm: 0.1206 loss: 0.0162 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.7746 recall@top3: 0.9206 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4476 loss_action_cls: 0.0162 2022/12/04 15:44:52 - mmengine - INFO - Epoch(train) [10][3380/4451] lr: 2.2347e-04 eta: 0:05:49 time: 0.3268 data_time: 0.0094 memory: 8770 grad_norm: 0.1219 loss: 0.0162 recall@thr=0.5: 0.7895 prec@thr=0.5: 0.9211 recall@top3: 0.8509 prec@top3: 0.8070 recall@top5: 1.0000 prec@top5: 0.5579 loss_action_cls: 0.0162 2022/12/04 15:44:59 - mmengine - INFO - Epoch(train) [10][3400/4451] lr: 2.1521e-04 eta: 0:05:43 time: 0.3271 data_time: 0.0095 memory: 8822 grad_norm: 0.1242 loss: 0.0167 recall@thr=0.5: 0.7348 prec@thr=0.5: 0.8714 recall@top3: 0.7948 prec@top3: 0.7143 recall@top5: 0.9495 prec@top5: 0.5371 loss_action_cls: 0.0167 2022/12/04 15:45:05 - mmengine - INFO - Epoch(train) [10][3420/4451] lr: 2.0711e-04 eta: 0:05:36 time: 0.3258 data_time: 0.0125 memory: 8796 grad_norm: 0.1224 loss: 0.0165 recall@thr=0.5: 0.6927 prec@thr=0.5: 0.7812 recall@top3: 0.8281 prec@top3: 0.6667 recall@top5: 0.9375 prec@top5: 0.4750 loss_action_cls: 0.0165 2022/12/04 15:45:12 - mmengine - INFO - Epoch(train) [10][3440/4451] lr: 1.9917e-04 eta: 0:05:30 time: 0.3253 data_time: 0.0098 memory: 8804 grad_norm: 0.1149 loss: 0.0156 recall@thr=0.5: 0.7722 prec@thr=0.5: 0.8222 recall@top3: 0.8278 prec@top3: 0.7556 recall@top5: 0.9667 prec@top5: 0.5333 loss_action_cls: 0.0156 2022/12/04 15:45:18 - mmengine - INFO - Epoch(train) [10][3460/4451] lr: 1.9138e-04 eta: 0:05:23 time: 0.3277 data_time: 0.0111 memory: 8832 grad_norm: 0.1222 loss: 0.0173 recall@thr=0.5: 0.6275 prec@thr=0.5: 0.6765 recall@top3: 0.9314 prec@top3: 0.4314 recall@top5: 0.9314 prec@top5: 0.2588 loss_action_cls: 0.0173 2022/12/04 15:45:25 - mmengine - INFO - Epoch(train) [10][3480/4451] lr: 1.8374e-04 eta: 0:05:17 time: 0.3278 data_time: 0.0108 memory: 8770 grad_norm: 0.1217 loss: 0.0162 recall@thr=0.5: 0.7976 prec@thr=0.5: 0.8040 recall@top3: 0.7857 prec@top3: 0.4921 recall@top5: 0.9087 prec@top5: 0.3619 loss_action_cls: 0.0162 2022/12/04 15:45:31 - mmengine - INFO - Epoch(train) [10][3500/4451] lr: 1.7626e-04 eta: 0:05:10 time: 0.3262 data_time: 0.0098 memory: 8774 grad_norm: 0.1187 loss: 0.0155 recall@thr=0.5: 0.7368 prec@thr=0.5: 0.8246 recall@top3: 0.9035 prec@top3: 0.6140 recall@top5: 1.0000 prec@top5: 0.4211 loss_action_cls: 0.0155 2022/12/04 15:45:38 - mmengine - INFO - Epoch(train) [10][3520/4451] lr: 1.6894e-04 eta: 0:05:04 time: 0.3274 data_time: 0.0098 memory: 8770 grad_norm: 0.1201 loss: 0.0152 recall@thr=0.5: 0.7465 prec@thr=0.5: 0.9167 recall@top3: 0.8542 prec@top3: 0.7778 recall@top5: 0.9167 prec@top5: 0.5083 loss_action_cls: 0.0152 2022/12/04 15:45:44 - mmengine - INFO - Epoch(train) [10][3540/4451] lr: 1.6177e-04 eta: 0:04:57 time: 0.3268 data_time: 0.0100 memory: 8780 grad_norm: 0.1167 loss: 0.0156 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7812 recall@top3: 0.8646 prec@top3: 0.6042 recall@top5: 1.0000 prec@top5: 0.4375 loss_action_cls: 0.0156 2022/12/04 15:45:51 - mmengine - INFO - Epoch(train) [10][3560/4451] lr: 1.5476e-04 eta: 0:04:51 time: 0.3273 data_time: 0.0129 memory: 8770 grad_norm: 0.1195 loss: 0.0154 recall@thr=0.5: 0.7917 prec@thr=0.5: 0.8052 recall@top3: 0.8594 prec@top3: 0.5833 recall@top5: 0.9375 prec@top5: 0.4000 loss_action_cls: 0.0154 2022/12/04 15:45:57 - mmengine - INFO - Epoch(train) [10][3580/4451] lr: 1.4790e-04 eta: 0:04:44 time: 0.3274 data_time: 0.0095 memory: 8770 grad_norm: 0.1206 loss: 0.0175 recall@thr=0.5: 0.7556 prec@thr=0.5: 0.7000 recall@top3: 0.8667 prec@top3: 0.5556 recall@top5: 0.8667 prec@top5: 0.3333 loss_action_cls: 0.0175 2022/12/04 15:46:04 - mmengine - INFO - Epoch(train) [10][3600/4451] lr: 1.4119e-04 eta: 0:04:38 time: 0.3279 data_time: 0.0099 memory: 8804 grad_norm: 0.1191 loss: 0.0167 recall@thr=0.5: 0.7325 prec@thr=0.5: 0.7632 recall@top3: 0.7895 prec@top3: 0.6491 recall@top5: 0.9386 prec@top5: 0.4632 loss_action_cls: 0.0167 2022/12/04 15:46:11 - mmengine - INFO - Epoch(train) [10][3620/4451] lr: 1.3465e-04 eta: 0:04:31 time: 0.3285 data_time: 0.0096 memory: 8783 grad_norm: 0.1182 loss: 0.0141 recall@thr=0.5: 0.8222 prec@thr=0.5: 0.8556 recall@top3: 0.8861 prec@top3: 0.7222 recall@top5: 0.9917 prec@top5: 0.5000 loss_action_cls: 0.0141 2022/12/04 15:46:17 - mmengine - INFO - Epoch(train) [10][3640/4451] lr: 1.2825e-04 eta: 0:04:25 time: 0.3274 data_time: 0.0101 memory: 8770 grad_norm: 0.1224 loss: 0.0164 recall@thr=0.5: 0.7765 prec@thr=0.5: 0.8333 recall@top3: 0.8371 prec@top3: 0.5909 recall@top5: 0.9242 prec@top5: 0.4091 loss_action_cls: 0.0164 2022/12/04 15:46:24 - mmengine - INFO - Epoch(train) [10][3660/4451] lr: 1.2202e-04 eta: 0:04:18 time: 0.3268 data_time: 0.0110 memory: 8799 grad_norm: 0.1189 loss: 0.0157 recall@thr=0.5: 0.8684 prec@thr=0.5: 0.7895 recall@top3: 1.0000 prec@top3: 0.4737 recall@top5: 1.0000 prec@top5: 0.2842 loss_action_cls: 0.0157 2022/12/04 15:46:30 - mmengine - INFO - Epoch(train) [10][3680/4451] lr: 1.1593e-04 eta: 0:04:11 time: 0.3269 data_time: 0.0093 memory: 8770 grad_norm: 0.1142 loss: 0.0174 recall@thr=0.5: 0.6026 prec@thr=0.5: 0.7821 recall@top3: 0.9231 prec@top3: 0.6410 recall@top5: 0.9615 prec@top5: 0.4154 loss_action_cls: 0.0174 2022/12/04 15:46:37 - mmengine - INFO - Epoch(train) [10][3700/4451] lr: 1.1001e-04 eta: 0:04:05 time: 0.3284 data_time: 0.0100 memory: 8822 grad_norm: 0.1231 loss: 0.0149 recall@thr=0.5: 0.7174 prec@thr=0.5: 0.8841 recall@top3: 0.8986 prec@top3: 0.6957 recall@top5: 0.9855 prec@top5: 0.4696 loss_action_cls: 0.0149 2022/12/04 15:46:43 - mmengine - INFO - Epoch(train) [10][3720/4451] lr: 1.0424e-04 eta: 0:03:58 time: 0.3276 data_time: 0.0098 memory: 8770 grad_norm: 0.1227 loss: 0.0143 recall@thr=0.5: 0.8977 prec@thr=0.5: 0.9091 recall@top3: 0.8977 prec@top3: 0.6667 recall@top5: 1.0000 prec@top5: 0.4636 loss_action_cls: 0.0143 2022/12/04 15:46:50 - mmengine - INFO - Epoch(train) [10][3740/4451] lr: 9.8619e-05 eta: 0:03:52 time: 0.3278 data_time: 0.0095 memory: 8770 grad_norm: 0.1204 loss: 0.0180 recall@thr=0.5: 0.8042 prec@thr=0.5: 0.9333 recall@top3: 0.9167 prec@top3: 0.7000 recall@top5: 0.9875 prec@top5: 0.4600 loss_action_cls: 0.0180 2022/12/04 15:46:56 - mmengine - INFO - Epoch(train) [10][3760/4451] lr: 9.3158e-05 eta: 0:03:45 time: 0.3267 data_time: 0.0098 memory: 8770 grad_norm: 0.1187 loss: 0.0165 recall@thr=0.5: 0.7824 prec@thr=0.5: 0.7778 recall@top3: 0.8657 prec@top3: 0.6296 recall@top5: 0.9583 prec@top5: 0.4333 loss_action_cls: 0.0165 2022/12/04 15:47:03 - mmengine - INFO - Epoch(train) [10][3780/4451] lr: 8.7853e-05 eta: 0:03:39 time: 0.3287 data_time: 0.0097 memory: 8770 grad_norm: 0.1234 loss: 0.0150 recall@thr=0.5: 0.8583 prec@thr=0.5: 0.9167 recall@top3: 0.9250 prec@top3: 0.7000 recall@top5: 0.9833 prec@top5: 0.4600 loss_action_cls: 0.0150 2022/12/04 15:47:10 - mmengine - INFO - Epoch(train) [10][3800/4451] lr: 8.2703e-05 eta: 0:03:32 time: 0.3278 data_time: 0.0115 memory: 8771 grad_norm: 0.1151 loss: 0.0171 recall@thr=0.5: 0.7549 prec@thr=0.5: 0.7843 recall@top3: 0.8824 prec@top3: 0.7647 recall@top5: 1.0000 prec@top5: 0.5294 loss_action_cls: 0.0171 2022/12/04 15:47:16 - mmengine - INFO - Epoch(train) [10][3820/4451] lr: 7.7708e-05 eta: 0:03:26 time: 0.3261 data_time: 0.0110 memory: 8770 grad_norm: 0.1225 loss: 0.0161 recall@thr=0.5: 0.9048 prec@thr=0.5: 0.8968 recall@top3: 0.9841 prec@top3: 0.6984 recall@top5: 1.0000 prec@top5: 0.4286 loss_action_cls: 0.0161 2022/12/04 15:47:23 - mmengine - INFO - Epoch(train) [10][3840/4451] lr: 7.2869e-05 eta: 0:03:19 time: 0.3282 data_time: 0.0098 memory: 8790 grad_norm: 0.1223 loss: 0.0166 recall@thr=0.5: 0.7020 prec@thr=0.5: 0.5556 recall@top3: 0.8030 prec@top3: 0.5354 recall@top5: 0.9495 prec@top5: 0.4000 loss_action_cls: 0.0166 2022/12/04 15:47:29 - mmengine - INFO - Epoch(train) [10][3860/4451] lr: 6.8185e-05 eta: 0:03:13 time: 0.3272 data_time: 0.0096 memory: 8819 grad_norm: 0.1211 loss: 0.0160 recall@thr=0.5: 0.6889 prec@thr=0.5: 0.9111 recall@top3: 0.8444 prec@top3: 0.6667 recall@top5: 0.9556 prec@top5: 0.4667 loss_action_cls: 0.0160 2022/12/04 15:47:36 - mmengine - INFO - Epoch(train) [10][3880/4451] lr: 6.3657e-05 eta: 0:03:06 time: 0.3280 data_time: 0.0095 memory: 8826 grad_norm: 0.1226 loss: 0.0165 recall@thr=0.5: 0.7929 prec@thr=0.5: 0.8434 recall@top3: 0.9192 prec@top3: 0.6566 recall@top5: 0.9646 prec@top5: 0.4182 loss_action_cls: 0.0165 2022/12/04 15:47:42 - mmengine - INFO - Epoch(train) [10][3900/4451] lr: 5.9284e-05 eta: 0:03:00 time: 0.3266 data_time: 0.0099 memory: 8804 grad_norm: 0.1214 loss: 0.0163 recall@thr=0.5: 0.6246 prec@thr=0.5: 0.7807 recall@top3: 0.8675 prec@top3: 0.6140 recall@top5: 0.9632 prec@top5: 0.4421 loss_action_cls: 0.0163 2022/12/04 15:47:49 - mmengine - INFO - Epoch(train) [10][3920/4451] lr: 5.5067e-05 eta: 0:02:53 time: 0.3265 data_time: 0.0094 memory: 8771 grad_norm: 0.1243 loss: 0.0182 recall@thr=0.5: 0.7583 prec@thr=0.5: 0.8250 recall@top3: 0.9167 prec@top3: 0.6000 recall@top5: 0.9750 prec@top5: 0.3900 loss_action_cls: 0.0182 2022/12/04 15:47:55 - mmengine - INFO - Epoch(train) [10][3940/4451] lr: 5.1005e-05 eta: 0:02:46 time: 0.3264 data_time: 0.0097 memory: 8770 grad_norm: 0.1205 loss: 0.0170 recall@thr=0.5: 0.5958 prec@thr=0.5: 0.8083 recall@top3: 0.7667 prec@top3: 0.5500 recall@top5: 0.9250 prec@top5: 0.4200 loss_action_cls: 0.0170 2022/12/04 15:47:56 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 15:48:02 - mmengine - INFO - Epoch(train) [10][3960/4451] lr: 4.7098e-05 eta: 0:02:40 time: 0.3270 data_time: 0.0094 memory: 8786 grad_norm: 0.1140 loss: 0.0140 recall@thr=0.5: 0.8021 prec@thr=0.5: 0.8229 recall@top3: 0.9271 prec@top3: 0.6458 recall@top5: 0.9688 prec@top5: 0.4125 loss_action_cls: 0.0140 2022/12/04 15:48:08 - mmengine - INFO - Epoch(train) [10][3980/4451] lr: 4.3348e-05 eta: 0:02:33 time: 0.3274 data_time: 0.0097 memory: 8813 grad_norm: 0.1204 loss: 0.0159 recall@thr=0.5: 0.8849 prec@thr=0.5: 0.9008 recall@top3: 0.9087 prec@top3: 0.7937 recall@top5: 0.9563 prec@top5: 0.5143 loss_action_cls: 0.0159 2022/12/04 15:48:15 - mmengine - INFO - Epoch(train) [10][4000/4451] lr: 3.9752e-05 eta: 0:02:27 time: 0.3352 data_time: 0.0093 memory: 8793 grad_norm: 0.1213 loss: 0.0154 recall@thr=0.5: 0.8167 prec@thr=0.5: 0.8631 recall@top3: 0.8286 prec@top3: 0.6310 recall@top5: 0.9524 prec@top5: 0.4571 loss_action_cls: 0.0154 2022/12/04 15:48:22 - mmengine - INFO - Epoch(train) [10][4020/4451] lr: 3.6313e-05 eta: 0:02:20 time: 0.3274 data_time: 0.0109 memory: 8770 grad_norm: 0.1203 loss: 0.0166 recall@thr=0.5: 0.7399 prec@thr=0.5: 0.8681 recall@top3: 0.8341 prec@top3: 0.6957 recall@top5: 0.9043 prec@top5: 0.4696 loss_action_cls: 0.0166 2022/12/04 15:48:28 - mmengine - INFO - Epoch(train) [10][4040/4451] lr: 3.3029e-05 eta: 0:02:14 time: 0.3284 data_time: 0.0112 memory: 8793 grad_norm: 0.1177 loss: 0.0163 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8437 recall@top3: 0.9375 prec@top3: 0.4896 recall@top5: 0.9844 prec@top5: 0.3062 loss_action_cls: 0.0163 2022/12/04 15:48:35 - mmengine - INFO - Epoch(train) [10][4060/4451] lr: 2.9900e-05 eta: 0:02:07 time: 0.3270 data_time: 0.0121 memory: 8799 grad_norm: 0.1230 loss: 0.0166 recall@thr=0.5: 0.7738 prec@thr=0.5: 0.8393 recall@top3: 0.8155 prec@top3: 0.7381 recall@top5: 0.9613 prec@top5: 0.5357 loss_action_cls: 0.0166 2022/12/04 15:48:41 - mmengine - INFO - Epoch(train) [10][4080/4451] lr: 2.6927e-05 eta: 0:02:01 time: 0.3272 data_time: 0.0115 memory: 8771 grad_norm: 0.1200 loss: 0.0166 recall@thr=0.5: 0.6190 prec@thr=0.5: 0.6667 recall@top3: 0.7540 prec@top3: 0.5714 recall@top5: 0.8810 prec@top5: 0.4095 loss_action_cls: 0.0166 2022/12/04 15:48:48 - mmengine - INFO - Epoch(train) [10][4100/4451] lr: 2.4110e-05 eta: 0:01:54 time: 0.3285 data_time: 0.0098 memory: 8804 grad_norm: 0.1249 loss: 0.0177 recall@thr=0.5: 0.6765 prec@thr=0.5: 0.7941 recall@top3: 0.7745 prec@top3: 0.6078 recall@top5: 0.9706 prec@top5: 0.4824 loss_action_cls: 0.0177 2022/12/04 15:48:54 - mmengine - INFO - Epoch(train) [10][4120/4451] lr: 2.1448e-05 eta: 0:01:48 time: 0.3279 data_time: 0.0098 memory: 8770 grad_norm: 0.1198 loss: 0.0146 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.8833 recall@top3: 0.9133 prec@top3: 0.6400 recall@top5: 0.9333 prec@top5: 0.4000 loss_action_cls: 0.0146 2022/12/04 15:49:01 - mmengine - INFO - Epoch(train) [10][4140/4451] lr: 1.8942e-05 eta: 0:01:41 time: 0.3286 data_time: 0.0114 memory: 8770 grad_norm: 0.1206 loss: 0.0179 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.7083 recall@top3: 0.7148 prec@top3: 0.6111 recall@top5: 0.9500 prec@top5: 0.4889 loss_action_cls: 0.0179 2022/12/04 15:49:08 - mmengine - INFO - Epoch(train) [10][4160/4451] lr: 1.6592e-05 eta: 0:01:35 time: 0.3278 data_time: 0.0106 memory: 8770 grad_norm: 0.1231 loss: 0.0180 recall@thr=0.5: 0.7321 prec@thr=0.5: 0.8310 recall@top3: 0.8720 prec@top3: 0.6786 recall@top5: 0.9524 prec@top5: 0.4643 loss_action_cls: 0.0180 2022/12/04 15:49:14 - mmengine - INFO - Epoch(train) [10][4180/4451] lr: 1.4397e-05 eta: 0:01:28 time: 0.3267 data_time: 0.0104 memory: 8774 grad_norm: 0.1234 loss: 0.0176 recall@thr=0.5: 0.7843 prec@thr=0.5: 0.8824 recall@top3: 0.8725 prec@top3: 0.7647 recall@top5: 0.9412 prec@top5: 0.5059 loss_action_cls: 0.0176 2022/12/04 15:49:21 - mmengine - INFO - Epoch(train) [10][4200/4451] lr: 1.2357e-05 eta: 0:01:22 time: 0.3276 data_time: 0.0102 memory: 8770 grad_norm: 0.1216 loss: 0.0145 recall@thr=0.5: 0.8810 prec@thr=0.5: 0.9365 recall@top3: 0.9365 prec@top3: 0.7302 recall@top5: 1.0000 prec@top5: 0.4762 loss_action_cls: 0.0145 2022/12/04 15:49:27 - mmengine - INFO - Epoch(train) [10][4220/4451] lr: 1.0474e-05 eta: 0:01:15 time: 0.3284 data_time: 0.0101 memory: 8770 grad_norm: 0.1154 loss: 0.0143 recall@thr=0.5: 0.7986 prec@thr=0.5: 0.9132 recall@top3: 0.8889 prec@top3: 0.7222 recall@top5: 1.0000 prec@top5: 0.5000 loss_action_cls: 0.0143 2022/12/04 15:49:34 - mmengine - INFO - Epoch(train) [10][4240/4451] lr: 8.7459e-06 eta: 0:01:08 time: 0.3287 data_time: 0.0094 memory: 8796 grad_norm: 0.1181 loss: 0.0151 recall@thr=0.5: 0.7632 prec@thr=0.5: 0.8158 recall@top3: 0.8860 prec@top3: 0.6491 recall@top5: 0.9649 prec@top5: 0.4211 loss_action_cls: 0.0151 2022/12/04 15:49:40 - mmengine - INFO - Epoch(train) [10][4260/4451] lr: 7.1736e-06 eta: 0:01:02 time: 0.3283 data_time: 0.0099 memory: 8771 grad_norm: 0.1171 loss: 0.0147 recall@thr=0.5: 0.7593 prec@thr=0.5: 0.7500 recall@top3: 0.8148 prec@top3: 0.5556 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0147 2022/12/04 15:49:47 - mmengine - INFO - Epoch(train) [10][4280/4451] lr: 5.7570e-06 eta: 0:00:55 time: 0.3271 data_time: 0.0103 memory: 8816 grad_norm: 0.1195 loss: 0.0160 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7941 recall@top3: 0.8745 prec@top3: 0.6471 recall@top5: 0.9765 prec@top5: 0.4824 loss_action_cls: 0.0160 2022/12/04 15:49:54 - mmengine - INFO - Epoch(train) [10][4300/4451] lr: 4.4960e-06 eta: 0:00:49 time: 0.3271 data_time: 0.0095 memory: 8804 grad_norm: 0.1211 loss: 0.0154 recall@thr=0.5: 0.7157 prec@thr=0.5: 0.7549 recall@top3: 0.8627 prec@top3: 0.5882 recall@top5: 0.9510 prec@top5: 0.3765 loss_action_cls: 0.0154 2022/12/04 15:50:00 - mmengine - INFO - Epoch(train) [10][4320/4451] lr: 3.3907e-06 eta: 0:00:42 time: 0.3268 data_time: 0.0119 memory: 8771 grad_norm: 0.1185 loss: 0.0165 recall@thr=0.5: 0.5702 prec@thr=0.5: 0.7193 recall@top3: 0.8070 prec@top3: 0.5439 recall@top5: 0.9474 prec@top5: 0.4105 loss_action_cls: 0.0165 2022/12/04 15:50:07 - mmengine - INFO - Epoch(train) [10][4340/4451] lr: 2.4411e-06 eta: 0:00:36 time: 0.3289 data_time: 0.0105 memory: 8770 grad_norm: 0.1237 loss: 0.0167 recall@thr=0.5: 0.6944 prec@thr=0.5: 0.7454 recall@top3: 0.7731 prec@top3: 0.6852 recall@top5: 1.0000 prec@top5: 0.5444 loss_action_cls: 0.0167 2022/12/04 15:50:13 - mmengine - INFO - Epoch(train) [10][4360/4451] lr: 1.6471e-06 eta: 0:00:29 time: 0.3277 data_time: 0.0102 memory: 8774 grad_norm: 0.1202 loss: 0.0169 recall@thr=0.5: 0.7250 prec@thr=0.5: 0.7861 recall@top3: 0.9083 prec@top3: 0.7778 recall@top5: 1.0000 prec@top5: 0.5267 loss_action_cls: 0.0169 2022/12/04 15:50:20 - mmengine - INFO - Epoch(train) [10][4380/4451] lr: 1.0088e-06 eta: 0:00:23 time: 0.3277 data_time: 0.0094 memory: 8780 grad_norm: 0.1207 loss: 0.0151 recall@thr=0.5: 0.7325 prec@thr=0.5: 0.8553 recall@top3: 0.8465 prec@top3: 0.8070 recall@top5: 0.9737 prec@top5: 0.5684 loss_action_cls: 0.0151 2022/12/04 15:50:26 - mmengine - INFO - Epoch(train) [10][4400/4451] lr: 5.2620e-07 eta: 0:00:16 time: 0.3273 data_time: 0.0095 memory: 8786 grad_norm: 0.1237 loss: 0.0179 recall@thr=0.5: 0.5439 prec@thr=0.5: 0.7105 recall@top3: 0.7632 prec@top3: 0.5439 recall@top5: 0.8684 prec@top5: 0.3789 loss_action_cls: 0.0179 2022/12/04 15:50:33 - mmengine - INFO - Epoch(train) [10][4420/4451] lr: 1.9927e-07 eta: 0:00:10 time: 0.3274 data_time: 0.0097 memory: 8777 grad_norm: 0.1237 loss: 0.0152 recall@thr=0.5: 0.7262 prec@thr=0.5: 0.8571 recall@top3: 1.0000 prec@top3: 0.7381 recall@top5: 1.0000 prec@top5: 0.4429 loss_action_cls: 0.0152 2022/12/04 15:50:39 - mmengine - INFO - Epoch(train) [10][4440/4451] lr: 2.8023e-08 eta: 0:00:03 time: 0.3276 data_time: 0.0116 memory: 8770 grad_norm: 0.1218 loss: 0.0179 recall@thr=0.5: 0.6886 prec@thr=0.5: 0.7018 recall@top3: 0.8377 prec@top3: 0.5965 recall@top5: 0.9211 prec@top5: 0.4000 loss_action_cls: 0.0179 2022/12/04 15:50:43 - mmengine - INFO - Exp name: slowonly_kinetics700-pre-r50-context-nl-head_8xb16-8x8x1-10e-focal2_ava-kinetics-rgb_20221204_101448 2022/12/04 15:50:43 - mmengine - INFO - Epoch(train) [10][4451/4451] lr: 1.9460e-10 eta: 0:00:00 time: 0.3216 data_time: 0.0097 memory: 8780 grad_norm: 0.1191 loss: 0.0171 recall@thr=0.5: 0.6706 prec@thr=0.5: 0.8571 recall@top3: 0.8611 prec@top3: 0.7619 recall@top5: 0.9563 prec@top5: 0.5238 loss_action_cls: 0.0171 2022/12/04 15:50:43 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/12/04 15:50:49 - mmengine - INFO - Epoch(val) [10][ 20/6282] eta: 0:04:17 time: 0.0411 data_time: 0.0065 memory: 922 2022/12/04 15:50:49 - mmengine - INFO - Epoch(val) [10][ 40/6282] eta: 0:04:08 time: 0.0387 data_time: 0.0037 memory: 922 2022/12/04 15:50:50 - mmengine - INFO - Epoch(val) [10][ 60/6282] eta: 0:04:05 time: 0.0385 data_time: 0.0046 memory: 922 2022/12/04 15:50:51 - mmengine - INFO - Epoch(val) [10][ 80/6282] eta: 0:04:00 time: 0.0369 data_time: 0.0038 memory: 922 2022/12/04 15:50:52 - mmengine - INFO - Epoch(val) [10][ 100/6282] eta: 0:04:00 time: 0.0395 data_time: 0.0053 memory: 922 2022/12/04 15:50:53 - mmengine - INFO - Epoch(val) [10][ 120/6282] eta: 0:04:08 time: 0.0470 data_time: 0.0061 memory: 993 2022/12/04 15:50:54 - mmengine - INFO - Epoch(val) [10][ 140/6282] eta: 0:04:18 time: 0.0529 data_time: 0.0075 memory: 993 2022/12/04 15:50:55 - mmengine - INFO - Epoch(val) [10][ 160/6282] eta: 0:04:24 time: 0.0512 data_time: 0.0046 memory: 993 2022/12/04 15:50:56 - mmengine - INFO - Epoch(val) [10][ 180/6282] eta: 0:04:29 time: 0.0514 data_time: 0.0069 memory: 993 2022/12/04 15:50:57 - mmengine - INFO - Epoch(val) [10][ 200/6282] eta: 0:04:30 time: 0.0480 data_time: 0.0049 memory: 993 2022/12/04 15:50:58 - mmengine - INFO - Epoch(val) [10][ 220/6282] eta: 0:04:28 time: 0.0421 data_time: 0.0034 memory: 934 2022/12/04 15:50:58 - mmengine - INFO - Epoch(val) [10][ 240/6282] eta: 0:04:26 time: 0.0429 data_time: 0.0048 memory: 934 2022/12/04 15:50:59 - mmengine - INFO - Epoch(val) [10][ 260/6282] eta: 0:04:25 time: 0.0435 data_time: 0.0042 memory: 934 2022/12/04 15:51:00 - mmengine - INFO - Epoch(val) [10][ 280/6282] eta: 0:04:24 time: 0.0430 data_time: 0.0060 memory: 934 2022/12/04 15:51:01 - mmengine - INFO - Epoch(val) [10][ 300/6282] eta: 0:04:24 time: 0.0454 data_time: 0.0045 memory: 993 2022/12/04 15:51:02 - mmengine - INFO - Epoch(val) [10][ 320/6282] eta: 0:04:25 time: 0.0515 data_time: 0.0058 memory: 993 2022/12/04 15:51:03 - mmengine - INFO - Epoch(val) [10][ 340/6282] eta: 0:04:26 time: 0.0494 data_time: 0.0051 memory: 993 2022/12/04 15:51:04 - mmengine - INFO - Epoch(val) [10][ 360/6282] eta: 0:04:26 time: 0.0472 data_time: 0.0046 memory: 993 2022/12/04 15:51:05 - mmengine - INFO - Epoch(val) [10][ 380/6282] eta: 0:04:26 time: 0.0477 data_time: 0.0052 memory: 993 2022/12/04 15:51:06 - mmengine - INFO - Epoch(val) [10][ 400/6282] eta: 0:04:26 time: 0.0468 data_time: 0.0048 memory: 993 2022/12/04 15:51:07 - mmengine - INFO - Epoch(val) [10][ 420/6282] eta: 0:04:24 time: 0.0415 data_time: 0.0056 memory: 938 2022/12/04 15:51:08 - mmengine - INFO - Epoch(val) [10][ 440/6282] eta: 0:04:22 time: 0.0429 data_time: 0.0054 memory: 938 2022/12/04 15:51:09 - mmengine - INFO - Epoch(val) [10][ 460/6282] eta: 0:04:22 time: 0.0470 data_time: 0.0066 memory: 938 2022/12/04 15:51:09 - mmengine - INFO - Epoch(val) [10][ 480/6282] eta: 0:04:20 time: 0.0420 data_time: 0.0037 memory: 938 2022/12/04 15:51:10 - mmengine - INFO - Epoch(val) [10][ 500/6282] eta: 0:04:19 time: 0.0420 data_time: 0.0055 memory: 938 2022/12/04 15:51:11 - mmengine - INFO - Epoch(val) [10][ 520/6282] eta: 0:04:18 time: 0.0457 data_time: 0.0073 memory: 934 2022/12/04 15:51:12 - mmengine - INFO - Epoch(val) [10][ 540/6282] eta: 0:04:16 time: 0.0424 data_time: 0.0050 memory: 934 2022/12/04 15:51:13 - mmengine - INFO - Epoch(val) [10][ 560/6282] eta: 0:04:15 time: 0.0409 data_time: 0.0035 memory: 934 2022/12/04 15:51:14 - mmengine - INFO - Epoch(val) [10][ 580/6282] eta: 0:04:15 time: 0.0503 data_time: 0.0075 memory: 934 2022/12/04 15:51:15 - mmengine - INFO - Epoch(val) [10][ 600/6282] eta: 0:04:16 time: 0.0528 data_time: 0.0082 memory: 934 2022/12/04 15:51:16 - mmengine - INFO - Epoch(val) [10][ 620/6282] eta: 0:04:17 time: 0.0580 data_time: 0.0110 memory: 934 2022/12/04 15:51:17 - mmengine - INFO - Epoch(val) [10][ 640/6282] eta: 0:04:17 time: 0.0521 data_time: 0.0092 memory: 931 2022/12/04 15:51:18 - mmengine - INFO - Epoch(val) [10][ 660/6282] eta: 0:04:17 time: 0.0510 data_time: 0.0096 memory: 931 2022/12/04 15:51:19 - mmengine - INFO - Epoch(val) [10][ 680/6282] eta: 0:04:18 time: 0.0530 data_time: 0.0049 memory: 931 2022/12/04 15:51:20 - mmengine - INFO - Epoch(val) [10][ 700/6282] eta: 0:04:16 time: 0.0425 data_time: 0.0038 memory: 931 2022/12/04 15:51:21 - mmengine - INFO - Epoch(val) [10][ 720/6282] eta: 0:04:15 time: 0.0481 data_time: 0.0048 memory: 993 2022/12/04 15:51:22 - mmengine - INFO - Epoch(val) [10][ 740/6282] eta: 0:04:15 time: 0.0503 data_time: 0.0043 memory: 993 2022/12/04 15:51:23 - mmengine - INFO - Epoch(val) [10][ 760/6282] eta: 0:04:15 time: 0.0489 data_time: 0.0053 memory: 993 2022/12/04 15:51:24 - mmengine - INFO - Epoch(val) [10][ 780/6282] eta: 0:04:15 time: 0.0524 data_time: 0.0054 memory: 993 2022/12/04 15:51:25 - mmengine - INFO - Epoch(val) [10][ 800/6282] eta: 0:04:14 time: 0.0512 data_time: 0.0050 memory: 993 2022/12/04 15:51:26 - mmengine - INFO - Epoch(val) [10][ 820/6282] eta: 0:04:13 time: 0.0466 data_time: 0.0064 memory: 993 2022/12/04 15:51:27 - mmengine - INFO - Epoch(val) [10][ 840/6282] eta: 0:04:12 time: 0.0447 data_time: 0.0073 memory: 934 2022/12/04 15:51:28 - mmengine - INFO - Epoch(val) [10][ 860/6282] eta: 0:04:11 time: 0.0445 data_time: 0.0045 memory: 934 2022/12/04 15:51:29 - mmengine - INFO - Epoch(val) [10][ 880/6282] eta: 0:04:09 time: 0.0408 data_time: 0.0038 memory: 934 2022/12/04 15:51:30 - mmengine - INFO - Epoch(val) [10][ 900/6282] eta: 0:04:08 time: 0.0450 data_time: 0.0052 memory: 934 2022/12/04 15:51:31 - mmengine - INFO - Epoch(val) [10][ 920/6282] eta: 0:04:07 time: 0.0410 data_time: 0.0052 memory: 934 2022/12/04 15:51:31 - mmengine - INFO - Epoch(val) [10][ 940/6282] eta: 0:04:06 time: 0.0444 data_time: 0.0063 memory: 922 2022/12/04 15:51:32 - mmengine - INFO - Epoch(val) [10][ 960/6282] eta: 0:04:05 time: 0.0435 data_time: 0.0066 memory: 922 2022/12/04 15:51:33 - mmengine - INFO - Epoch(val) [10][ 980/6282] eta: 0:04:03 time: 0.0426 data_time: 0.0062 memory: 922 2022/12/04 15:51:34 - mmengine - INFO - Epoch(val) [10][1000/6282] eta: 0:04:02 time: 0.0437 data_time: 0.0057 memory: 922 2022/12/04 15:51:35 - mmengine - INFO - Epoch(val) [10][1020/6282] eta: 0:04:01 time: 0.0447 data_time: 0.0033 memory: 934 2022/12/04 15:51:36 - mmengine - INFO - Epoch(val) [10][1040/6282] eta: 0:04:00 time: 0.0476 data_time: 0.0076 memory: 934 2022/12/04 15:51:37 - mmengine - INFO - Epoch(val) [10][1060/6282] eta: 0:04:00 time: 0.0471 data_time: 0.0075 memory: 934 2022/12/04 15:51:38 - mmengine - INFO - Epoch(val) [10][1080/6282] eta: 0:03:59 time: 0.0474 data_time: 0.0061 memory: 934 2022/12/04 15:51:39 - mmengine - INFO - Epoch(val) [10][1100/6282] eta: 0:03:58 time: 0.0514 data_time: 0.0071 memory: 934 2022/12/04 15:51:40 - mmengine - INFO - Epoch(val) [10][1120/6282] eta: 0:03:58 time: 0.0525 data_time: 0.0089 memory: 934 2022/12/04 15:51:41 - mmengine - INFO - Epoch(val) [10][1140/6282] eta: 0:03:58 time: 0.0549 data_time: 0.0072 memory: 934 2022/12/04 15:51:42 - mmengine - INFO - Epoch(val) [10][1160/6282] eta: 0:03:57 time: 0.0497 data_time: 0.0067 memory: 934 2022/12/04 15:51:43 - mmengine - INFO - Epoch(val) [10][1180/6282] eta: 0:03:57 time: 0.0504 data_time: 0.0062 memory: 934 2022/12/04 15:51:44 - mmengine - INFO - Epoch(val) [10][1200/6282] eta: 0:03:56 time: 0.0556 data_time: 0.0089 memory: 934 2022/12/04 15:51:45 - mmengine - INFO - Epoch(val) [10][1220/6282] eta: 0:03:56 time: 0.0488 data_time: 0.0073 memory: 934 2022/12/04 15:51:46 - mmengine - INFO - Epoch(val) [10][1240/6282] eta: 0:03:56 time: 0.0574 data_time: 0.0084 memory: 993 2022/12/04 15:51:48 - mmengine - INFO - Epoch(val) [10][1260/6282] eta: 0:03:56 time: 0.0609 data_time: 0.0087 memory: 993 2022/12/04 15:51:49 - mmengine - INFO - Epoch(val) [10][1280/6282] eta: 0:03:56 time: 0.0567 data_time: 0.0063 memory: 993 2022/12/04 15:51:50 - mmengine - INFO - Epoch(val) [10][1300/6282] eta: 0:03:55 time: 0.0569 data_time: 0.0070 memory: 993 2022/12/04 15:51:51 - mmengine - INFO - Epoch(val) [10][1320/6282] eta: 0:03:55 time: 0.0489 data_time: 0.0048 memory: 993 2022/12/04 15:51:52 - mmengine - INFO - Epoch(val) [10][1340/6282] eta: 0:03:54 time: 0.0457 data_time: 0.0055 memory: 993 2022/12/04 15:51:53 - mmengine - INFO - Epoch(val) [10][1360/6282] eta: 0:03:53 time: 0.0488 data_time: 0.0052 memory: 993 2022/12/04 15:51:54 - mmengine - INFO - Epoch(val) [10][1380/6282] eta: 0:03:52 time: 0.0449 data_time: 0.0042 memory: 993 2022/12/04 15:51:55 - mmengine - INFO - Epoch(val) [10][1400/6282] eta: 0:03:51 time: 0.0511 data_time: 0.0063 memory: 993 2022/12/04 15:51:56 - mmengine - INFO - Epoch(val) [10][1420/6282] eta: 0:03:50 time: 0.0460 data_time: 0.0043 memory: 993 2022/12/04 15:51:57 - mmengine - INFO - Epoch(val) [10][1440/6282] eta: 0:03:49 time: 0.0432 data_time: 0.0038 memory: 993 2022/12/04 15:51:57 - mmengine - INFO - Epoch(val) [10][1460/6282] eta: 0:03:47 time: 0.0425 data_time: 0.0033 memory: 993 2022/12/04 15:51:58 - mmengine - INFO - Epoch(val) [10][1480/6282] eta: 0:03:46 time: 0.0425 data_time: 0.0034 memory: 993 2022/12/04 15:51:59 - mmengine - INFO - Epoch(val) [10][1500/6282] eta: 0:03:45 time: 0.0423 data_time: 0.0034 memory: 993 2022/12/04 15:52:00 - mmengine - INFO - Epoch(val) [10][1520/6282] eta: 0:03:44 time: 0.0441 data_time: 0.0044 memory: 1080 2022/12/04 15:52:01 - mmengine - INFO - Epoch(val) [10][1540/6282] eta: 0:03:43 time: 0.0511 data_time: 0.0041 memory: 1080 2022/12/04 15:52:02 - mmengine - INFO - Epoch(val) [10][1560/6282] eta: 0:03:42 time: 0.0524 data_time: 0.0034 memory: 1080 2022/12/04 15:52:03 - mmengine - INFO - Epoch(val) [10][1580/6282] eta: 0:03:42 time: 0.0498 data_time: 0.0033 memory: 1080 2022/12/04 15:52:04 - mmengine - INFO - Epoch(val) [10][1600/6282] eta: 0:03:41 time: 0.0509 data_time: 0.0036 memory: 1080 2022/12/04 15:52:05 - mmengine - INFO - Epoch(val) [10][1620/6282] eta: 0:03:40 time: 0.0471 data_time: 0.0029 memory: 1080 2022/12/04 15:52:06 - mmengine - INFO - Epoch(val) [10][1640/6282] eta: 0:03:39 time: 0.0436 data_time: 0.0041 memory: 993 2022/12/04 15:52:07 - mmengine - INFO - Epoch(val) [10][1660/6282] eta: 0:03:38 time: 0.0442 data_time: 0.0045 memory: 993 2022/12/04 15:52:08 - mmengine - INFO - Epoch(val) [10][1680/6282] eta: 0:03:37 time: 0.0439 data_time: 0.0046 memory: 993 2022/12/04 15:52:09 - mmengine - INFO - Epoch(val) [10][1700/6282] eta: 0:03:36 time: 0.0457 data_time: 0.0046 memory: 993 2022/12/04 15:52:10 - mmengine - INFO - Epoch(val) [10][1720/6282] eta: 0:03:35 time: 0.0541 data_time: 0.0070 memory: 993 2022/12/04 15:52:11 - mmengine - INFO - Epoch(val) [10][1740/6282] eta: 0:03:35 time: 0.0572 data_time: 0.0069 memory: 993 2022/12/04 15:52:12 - mmengine - INFO - Epoch(val) [10][1760/6282] eta: 0:03:34 time: 0.0553 data_time: 0.0064 memory: 993 2022/12/04 15:52:13 - mmengine - INFO - Epoch(val) [10][1780/6282] eta: 0:03:34 time: 0.0569 data_time: 0.0065 memory: 993 2022/12/04 15:52:14 - mmengine - INFO - Epoch(val) [10][1800/6282] eta: 0:03:33 time: 0.0567 data_time: 0.0067 memory: 993 2022/12/04 15:52:15 - mmengine - INFO - Epoch(val) [10][1820/6282] eta: 0:03:32 time: 0.0460 data_time: 0.0046 memory: 993 2022/12/04 15:52:16 - mmengine - INFO - Epoch(val) [10][1840/6282] eta: 0:03:31 time: 0.0503 data_time: 0.0054 memory: 993 2022/12/04 15:52:17 - mmengine - INFO - Epoch(val) [10][1860/6282] eta: 0:03:30 time: 0.0484 data_time: 0.0046 memory: 993 2022/12/04 15:52:18 - mmengine - INFO - Epoch(val) [10][1880/6282] eta: 0:03:29 time: 0.0476 data_time: 0.0054 memory: 993 2022/12/04 15:52:19 - mmengine - INFO - Epoch(val) [10][1900/6282] eta: 0:03:29 time: 0.0526 data_time: 0.0063 memory: 993 2022/12/04 15:52:20 - mmengine - INFO - Epoch(val) [10][1920/6282] eta: 0:03:28 time: 0.0488 data_time: 0.0053 memory: 993 2022/12/04 15:52:21 - mmengine - INFO - Epoch(val) [10][1940/6282] eta: 0:03:27 time: 0.0475 data_time: 0.0048 memory: 993 2022/12/04 15:52:22 - mmengine - INFO - Epoch(val) [10][1960/6282] eta: 0:03:25 time: 0.0404 data_time: 0.0035 memory: 938 2022/12/04 15:52:23 - mmengine - INFO - Epoch(val) [10][1980/6282] eta: 0:03:24 time: 0.0451 data_time: 0.0049 memory: 938 2022/12/04 15:52:24 - mmengine - INFO - Epoch(val) [10][2000/6282] eta: 0:03:23 time: 0.0448 data_time: 0.0059 memory: 938 2022/12/04 15:52:25 - mmengine - INFO - Epoch(val) [10][2020/6282] eta: 0:03:22 time: 0.0422 data_time: 0.0049 memory: 938 2022/12/04 15:52:26 - mmengine - INFO - Epoch(val) [10][2040/6282] eta: 0:03:21 time: 0.0426 data_time: 0.0055 memory: 938 2022/12/04 15:52:26 - mmengine - INFO - Epoch(val) [10][2060/6282] eta: 0:03:20 time: 0.0431 data_time: 0.0070 memory: 938 2022/12/04 15:52:27 - mmengine - INFO - Epoch(val) [10][2080/6282] eta: 0:03:19 time: 0.0444 data_time: 0.0066 memory: 938 2022/12/04 15:52:28 - mmengine - INFO - Epoch(val) [10][2100/6282] eta: 0:03:18 time: 0.0449 data_time: 0.0073 memory: 938 2022/12/04 15:52:29 - mmengine - INFO - Epoch(val) [10][2120/6282] eta: 0:03:17 time: 0.0453 data_time: 0.0055 memory: 938 2022/12/04 15:52:30 - mmengine - INFO - Epoch(val) [10][2140/6282] eta: 0:03:16 time: 0.0445 data_time: 0.0058 memory: 938 2022/12/04 15:52:31 - mmengine - INFO - Epoch(val) [10][2160/6282] eta: 0:03:15 time: 0.0431 data_time: 0.0044 memory: 934 2022/12/04 15:52:32 - mmengine - INFO - Epoch(val) [10][2180/6282] eta: 0:03:13 time: 0.0424 data_time: 0.0049 memory: 934 2022/12/04 15:52:33 - mmengine - INFO - Epoch(val) [10][2200/6282] eta: 0:03:12 time: 0.0425 data_time: 0.0059 memory: 934 2022/12/04 15:52:33 - mmengine - INFO - Epoch(val) [10][2220/6282] eta: 0:03:11 time: 0.0402 data_time: 0.0056 memory: 934 2022/12/04 15:52:34 - mmengine - INFO - Epoch(val) [10][2240/6282] eta: 0:03:10 time: 0.0435 data_time: 0.0064 memory: 934 2022/12/04 15:52:35 - mmengine - INFO - Epoch(val) [10][2260/6282] eta: 0:03:09 time: 0.0436 data_time: 0.0048 memory: 938 2022/12/04 15:52:36 - mmengine - INFO - Epoch(val) [10][2280/6282] eta: 0:03:08 time: 0.0456 data_time: 0.0056 memory: 938 2022/12/04 15:52:37 - mmengine - INFO - Epoch(val) [10][2300/6282] eta: 0:03:07 time: 0.0420 data_time: 0.0047 memory: 938 2022/12/04 15:52:38 - mmengine - INFO - Epoch(val) [10][2320/6282] eta: 0:03:06 time: 0.0483 data_time: 0.0056 memory: 938 2022/12/04 15:52:39 - mmengine - INFO - Epoch(val) [10][2340/6282] eta: 0:03:05 time: 0.0406 data_time: 0.0044 memory: 938 2022/12/04 15:52:40 - mmengine - INFO - Epoch(val) [10][2360/6282] eta: 0:03:04 time: 0.0434 data_time: 0.0058 memory: 934 2022/12/04 15:52:40 - mmengine - INFO - Epoch(val) [10][2380/6282] eta: 0:03:03 time: 0.0421 data_time: 0.0055 memory: 934 2022/12/04 15:52:41 - mmengine - INFO - Epoch(val) [10][2400/6282] eta: 0:03:02 time: 0.0459 data_time: 0.0083 memory: 934 2022/12/04 15:52:42 - mmengine - INFO - Epoch(val) [10][2420/6282] eta: 0:03:01 time: 0.0511 data_time: 0.0086 memory: 934 2022/12/04 15:52:44 - mmengine - INFO - Epoch(val) [10][2440/6282] eta: 0:03:00 time: 0.0562 data_time: 0.0075 memory: 934 2022/12/04 15:52:45 - mmengine - INFO - Epoch(val) [10][2460/6282] eta: 0:03:00 time: 0.0610 data_time: 0.0079 memory: 993 2022/12/04 15:52:46 - mmengine - INFO - Epoch(val) [10][2480/6282] eta: 0:02:59 time: 0.0626 data_time: 0.0112 memory: 993 2022/12/04 15:52:47 - mmengine - INFO - Epoch(val) [10][2500/6282] eta: 0:02:58 time: 0.0560 data_time: 0.0070 memory: 993 2022/12/04 15:52:48 - mmengine - INFO - Epoch(val) [10][2520/6282] eta: 0:02:58 time: 0.0506 data_time: 0.0077 memory: 993 2022/12/04 15:52:49 - mmengine - INFO - Epoch(val) [10][2540/6282] eta: 0:02:57 time: 0.0467 data_time: 0.0062 memory: 993 2022/12/04 15:52:50 - mmengine - INFO - Epoch(val) [10][2560/6282] eta: 0:02:56 time: 0.0470 data_time: 0.0046 memory: 993 2022/12/04 15:52:51 - mmengine - INFO - Epoch(val) [10][2580/6282] eta: 0:02:55 time: 0.0454 data_time: 0.0048 memory: 993 2022/12/04 15:52:52 - mmengine - INFO - Epoch(val) [10][2600/6282] eta: 0:02:54 time: 0.0456 data_time: 0.0038 memory: 993 2022/12/04 15:52:53 - mmengine - INFO - Epoch(val) [10][2620/6282] eta: 0:02:53 time: 0.0457 data_time: 0.0052 memory: 993 2022/12/04 15:52:54 - mmengine - INFO - Epoch(val) [10][2640/6282] eta: 0:02:52 time: 0.0469 data_time: 0.0055 memory: 993 2022/12/04 15:52:55 - mmengine - INFO - Epoch(val) [10][2660/6282] eta: 0:02:51 time: 0.0550 data_time: 0.0044 memory: 1071 2022/12/04 15:52:56 - mmengine - INFO - Epoch(val) [10][2680/6282] eta: 0:02:50 time: 0.0592 data_time: 0.0075 memory: 1071 2022/12/04 15:52:57 - mmengine - INFO - Epoch(val) [10][2700/6282] eta: 0:02:50 time: 0.0547 data_time: 0.0056 memory: 1071 2022/12/04 15:52:58 - mmengine - INFO - Epoch(val) [10][2720/6282] eta: 0:02:49 time: 0.0567 data_time: 0.0055 memory: 1071 2022/12/04 15:52:59 - mmengine - INFO - Epoch(val) [10][2740/6282] eta: 0:02:48 time: 0.0524 data_time: 0.0050 memory: 1071 2022/12/04 15:53:00 - mmengine - INFO - Epoch(val) [10][2760/6282] eta: 0:02:47 time: 0.0413 data_time: 0.0043 memory: 938 2022/12/04 15:53:01 - mmengine - INFO - Epoch(val) [10][2780/6282] eta: 0:02:46 time: 0.0402 data_time: 0.0037 memory: 938 2022/12/04 15:53:02 - mmengine - INFO - Epoch(val) [10][2800/6282] eta: 0:02:45 time: 0.0424 data_time: 0.0049 memory: 938 2022/12/04 15:53:03 - mmengine - INFO - Epoch(val) [10][2820/6282] eta: 0:02:44 time: 0.0415 data_time: 0.0046 memory: 938 2022/12/04 15:53:04 - mmengine - INFO - Epoch(val) [10][2840/6282] eta: 0:02:43 time: 0.0440 data_time: 0.0055 memory: 938 2022/12/04 15:53:05 - mmengine - INFO - Epoch(val) [10][2860/6282] eta: 0:02:42 time: 0.0475 data_time: 0.0045 memory: 993 2022/12/04 15:53:06 - mmengine - INFO - Epoch(val) [10][2880/6282] eta: 0:02:41 time: 0.0481 data_time: 0.0058 memory: 993 2022/12/04 15:53:07 - mmengine - INFO - Epoch(val) [10][2900/6282] eta: 0:02:40 time: 0.0449 data_time: 0.0040 memory: 993 2022/12/04 15:53:07 - mmengine - INFO - Epoch(val) [10][2920/6282] eta: 0:02:39 time: 0.0406 data_time: 0.0035 memory: 993 2022/12/04 15:53:08 - mmengine - INFO - Epoch(val) [10][2940/6282] eta: 0:02:38 time: 0.0408 data_time: 0.0042 memory: 962 2022/12/04 15:53:09 - mmengine - INFO - Epoch(val) [10][2960/6282] eta: 0:02:37 time: 0.0433 data_time: 0.0061 memory: 962 2022/12/04 15:53:10 - mmengine - INFO - Epoch(val) [10][2980/6282] eta: 0:02:35 time: 0.0422 data_time: 0.0054 memory: 962 2022/12/04 15:53:11 - mmengine - INFO - Epoch(val) [10][3000/6282] eta: 0:02:35 time: 0.0457 data_time: 0.0060 memory: 962 2022/12/04 15:53:12 - mmengine - INFO - Epoch(val) [10][3020/6282] eta: 0:02:34 time: 0.0508 data_time: 0.0068 memory: 993 2022/12/04 15:53:13 - mmengine - INFO - Epoch(val) [10][3040/6282] eta: 0:02:33 time: 0.0523 data_time: 0.0077 memory: 993 2022/12/04 15:53:14 - mmengine - INFO - Epoch(val) [10][3060/6282] eta: 0:02:32 time: 0.0484 data_time: 0.0058 memory: 993 2022/12/04 15:53:15 - mmengine - INFO - Epoch(val) [10][3080/6282] eta: 0:02:31 time: 0.0466 data_time: 0.0052 memory: 993 2022/12/04 15:53:16 - mmengine - INFO - Epoch(val) [10][3100/6282] eta: 0:02:30 time: 0.0467 data_time: 0.0048 memory: 993 2022/12/04 15:53:17 - mmengine - INFO - Epoch(val) [10][3120/6282] eta: 0:02:29 time: 0.0422 data_time: 0.0043 memory: 938 2022/12/04 15:53:17 - mmengine - INFO - Epoch(val) [10][3140/6282] eta: 0:02:28 time: 0.0380 data_time: 0.0038 memory: 938 2022/12/04 15:53:18 - mmengine - INFO - Epoch(val) [10][3160/6282] eta: 0:02:27 time: 0.0397 data_time: 0.0038 memory: 938 2022/12/04 15:53:19 - mmengine - INFO - Epoch(val) [10][3180/6282] eta: 0:02:26 time: 0.0393 data_time: 0.0046 memory: 938 2022/12/04 15:53:20 - mmengine - INFO - Epoch(val) [10][3200/6282] eta: 0:02:25 time: 0.0438 data_time: 0.0051 memory: 993 2022/12/04 15:53:21 - mmengine - INFO - Epoch(val) [10][3220/6282] eta: 0:02:24 time: 0.0434 data_time: 0.0044 memory: 993 2022/12/04 15:53:22 - mmengine - INFO - Epoch(val) [10][3240/6282] eta: 0:02:23 time: 0.0455 data_time: 0.0035 memory: 993 2022/12/04 15:53:23 - mmengine - INFO - Epoch(val) [10][3260/6282] eta: 0:02:22 time: 0.0472 data_time: 0.0061 memory: 993 2022/12/04 15:53:24 - mmengine - INFO - Epoch(val) [10][3280/6282] eta: 0:02:21 time: 0.0484 data_time: 0.0060 memory: 993 2022/12/04 15:53:25 - mmengine - INFO - Epoch(val) [10][3300/6282] eta: 0:02:20 time: 0.0508 data_time: 0.0045 memory: 993 2022/12/04 15:53:26 - mmengine - INFO - Epoch(val) [10][3320/6282] eta: 0:02:19 time: 0.0478 data_time: 0.0053 memory: 993 2022/12/04 15:53:27 - mmengine - INFO - Epoch(val) [10][3340/6282] eta: 0:02:18 time: 0.0480 data_time: 0.0059 memory: 993 2022/12/04 15:53:27 - mmengine - INFO - Epoch(val) [10][3360/6282] eta: 0:02:17 time: 0.0450 data_time: 0.0044 memory: 993 2022/12/04 15:53:28 - mmengine - INFO - Epoch(val) [10][3380/6282] eta: 0:02:16 time: 0.0455 data_time: 0.0049 memory: 993 2022/12/04 15:53:29 - mmengine - INFO - Epoch(val) [10][3400/6282] eta: 0:02:15 time: 0.0416 data_time: 0.0042 memory: 934 2022/12/04 15:53:30 - mmengine - INFO - Epoch(val) [10][3420/6282] eta: 0:02:14 time: 0.0425 data_time: 0.0049 memory: 934 2022/12/04 15:53:31 - mmengine - INFO - Epoch(val) [10][3440/6282] eta: 0:02:13 time: 0.0403 data_time: 0.0048 memory: 934 2022/12/04 15:53:32 - mmengine - INFO - Epoch(val) [10][3460/6282] eta: 0:02:12 time: 0.0431 data_time: 0.0053 memory: 934 2022/12/04 15:53:33 - mmengine - INFO - Epoch(val) [10][3480/6282] eta: 0:02:11 time: 0.0428 data_time: 0.0048 memory: 934 2022/12/04 15:53:33 - mmengine - INFO - Epoch(val) [10][3500/6282] eta: 0:02:10 time: 0.0399 data_time: 0.0046 memory: 934 2022/12/04 15:53:34 - mmengine - INFO - Epoch(val) [10][3520/6282] eta: 0:02:09 time: 0.0437 data_time: 0.0056 memory: 934 2022/12/04 15:53:35 - mmengine - INFO - Epoch(val) [10][3540/6282] eta: 0:02:08 time: 0.0466 data_time: 0.0059 memory: 934 2022/12/04 15:53:36 - mmengine - INFO - Epoch(val) [10][3560/6282] eta: 0:02:07 time: 0.0461 data_time: 0.0056 memory: 934 2022/12/04 15:53:37 - mmengine - INFO - Epoch(val) [10][3580/6282] eta: 0:02:06 time: 0.0415 data_time: 0.0050 memory: 976 2022/12/04 15:53:38 - mmengine - INFO - Epoch(val) [10][3600/6282] eta: 0:02:05 time: 0.0449 data_time: 0.0051 memory: 976 2022/12/04 15:53:39 - mmengine - INFO - Epoch(val) [10][3620/6282] eta: 0:02:04 time: 0.0434 data_time: 0.0038 memory: 976 2022/12/04 15:53:40 - mmengine - INFO - Epoch(val) [10][3640/6282] eta: 0:02:03 time: 0.0453 data_time: 0.0048 memory: 976 2022/12/04 15:53:41 - mmengine - INFO - Epoch(val) [10][3660/6282] eta: 0:02:02 time: 0.0455 data_time: 0.0052 memory: 976 2022/12/04 15:53:42 - mmengine - INFO - Epoch(val) [10][3680/6282] eta: 0:02:01 time: 0.0486 data_time: 0.0045 memory: 993 2022/12/04 15:53:43 - mmengine - INFO - Epoch(val) [10][3700/6282] eta: 0:02:00 time: 0.0467 data_time: 0.0042 memory: 993 2022/12/04 15:53:44 - mmengine - INFO - Epoch(val) [10][3720/6282] eta: 0:01:59 time: 0.0493 data_time: 0.0059 memory: 993 2022/12/04 15:53:44 - mmengine - INFO - Epoch(val) [10][3740/6282] eta: 0:01:58 time: 0.0478 data_time: 0.0042 memory: 993 2022/12/04 15:53:45 - mmengine - INFO - Epoch(val) [10][3760/6282] eta: 0:01:58 time: 0.0493 data_time: 0.0055 memory: 993 2022/12/04 15:53:46 - mmengine - INFO - Epoch(val) [10][3780/6282] eta: 0:01:57 time: 0.0501 data_time: 0.0060 memory: 993 2022/12/04 15:53:47 - mmengine - INFO - Epoch(val) [10][3800/6282] eta: 0:01:56 time: 0.0482 data_time: 0.0050 memory: 993 2022/12/04 15:53:48 - mmengine - INFO - Epoch(val) [10][3820/6282] eta: 0:01:55 time: 0.0468 data_time: 0.0056 memory: 993 2022/12/04 15:53:49 - mmengine - INFO - Epoch(val) [10][3840/6282] eta: 0:01:54 time: 0.0434 data_time: 0.0044 memory: 993 2022/12/04 15:53:50 - mmengine - INFO - Epoch(val) [10][3860/6282] eta: 0:01:53 time: 0.0453 data_time: 0.0049 memory: 993 2022/12/04 15:53:51 - mmengine - INFO - Epoch(val) [10][3880/6282] eta: 0:01:52 time: 0.0455 data_time: 0.0051 memory: 993 2022/12/04 15:53:52 - mmengine - INFO - Epoch(val) [10][3900/6282] eta: 0:01:51 time: 0.0471 data_time: 0.0052 memory: 993 2022/12/04 15:53:53 - mmengine - INFO - Epoch(val) [10][3920/6282] eta: 0:01:50 time: 0.0424 data_time: 0.0038 memory: 993 2022/12/04 15:53:54 - mmengine - INFO - Epoch(val) [10][3940/6282] eta: 0:01:49 time: 0.0406 data_time: 0.0031 memory: 993 2022/12/04 15:53:55 - mmengine - INFO - Epoch(val) [10][3960/6282] eta: 0:01:48 time: 0.0417 data_time: 0.0038 memory: 993 2022/12/04 15:53:55 - mmengine - INFO - Epoch(val) [10][3980/6282] eta: 0:01:47 time: 0.0406 data_time: 0.0029 memory: 993 2022/12/04 15:53:56 - mmengine - INFO - Epoch(val) [10][4000/6282] eta: 0:01:46 time: 0.0409 data_time: 0.0026 memory: 993 2022/12/04 15:53:57 - mmengine - INFO - Epoch(val) [10][4020/6282] eta: 0:01:45 time: 0.0437 data_time: 0.0037 memory: 993 2022/12/04 15:53:58 - mmengine - INFO - Epoch(val) [10][4040/6282] eta: 0:01:44 time: 0.0492 data_time: 0.0044 memory: 1071 2022/12/04 15:53:59 - mmengine - INFO - Epoch(val) [10][4060/6282] eta: 0:01:43 time: 0.0548 data_time: 0.0041 memory: 1071 2022/12/04 15:54:00 - mmengine - INFO - Epoch(val) [10][4080/6282] eta: 0:01:42 time: 0.0538 data_time: 0.0042 memory: 1071 2022/12/04 15:54:01 - mmengine - INFO - Epoch(val) [10][4100/6282] eta: 0:01:42 time: 0.0546 data_time: 0.0042 memory: 1071 2022/12/04 15:54:03 - mmengine - INFO - Epoch(val) [10][4120/6282] eta: 0:01:41 time: 0.0556 data_time: 0.0060 memory: 1071 2022/12/04 15:54:04 - mmengine - INFO - Epoch(val) [10][4140/6282] eta: 0:01:40 time: 0.0508 data_time: 0.0052 memory: 1071 2022/12/04 15:54:04 - mmengine - INFO - Epoch(val) [10][4160/6282] eta: 0:01:39 time: 0.0471 data_time: 0.0058 memory: 934 2022/12/04 15:54:05 - mmengine - INFO - Epoch(val) [10][4180/6282] eta: 0:01:38 time: 0.0436 data_time: 0.0040 memory: 934 2022/12/04 15:54:06 - mmengine - INFO - Epoch(val) [10][4200/6282] eta: 0:01:37 time: 0.0382 data_time: 0.0037 memory: 934 2022/12/04 15:54:07 - mmengine - INFO - Epoch(val) [10][4220/6282] eta: 0:01:36 time: 0.0377 data_time: 0.0047 memory: 934 2022/12/04 15:54:08 - mmengine - INFO - Epoch(val) [10][4240/6282] eta: 0:01:35 time: 0.0399 data_time: 0.0045 memory: 934 2022/12/04 15:54:08 - mmengine - INFO - Epoch(val) [10][4260/6282] eta: 0:01:34 time: 0.0379 data_time: 0.0030 memory: 933 2022/12/04 15:54:09 - mmengine - INFO - Epoch(val) [10][4280/6282] eta: 0:01:33 time: 0.0407 data_time: 0.0032 memory: 933 2022/12/04 15:54:10 - mmengine - INFO - Epoch(val) [10][4300/6282] eta: 0:01:32 time: 0.0401 data_time: 0.0040 memory: 933 2022/12/04 15:54:11 - mmengine - INFO - Epoch(val) [10][4320/6282] eta: 0:01:31 time: 0.0385 data_time: 0.0046 memory: 933 2022/12/04 15:54:12 - mmengine - INFO - Epoch(val) [10][4340/6282] eta: 0:01:30 time: 0.0384 data_time: 0.0043 memory: 933 2022/12/04 15:54:13 - mmengine - INFO - Epoch(val) [10][4360/6282] eta: 0:01:29 time: 0.0434 data_time: 0.0033 memory: 993 2022/12/04 15:54:13 - mmengine - INFO - Epoch(val) [10][4380/6282] eta: 0:01:28 time: 0.0432 data_time: 0.0049 memory: 993 2022/12/04 15:54:14 - mmengine - INFO - Epoch(val) [10][4400/6282] eta: 0:01:27 time: 0.0468 data_time: 0.0040 memory: 993 2022/12/04 15:54:15 - mmengine - INFO - Epoch(val) [10][4420/6282] eta: 0:01:26 time: 0.0501 data_time: 0.0059 memory: 993 2022/12/04 15:54:16 - mmengine - INFO - Epoch(val) [10][4440/6282] eta: 0:01:25 time: 0.0469 data_time: 0.0048 memory: 1000 2022/12/04 15:54:17 - mmengine - INFO - Epoch(val) [10][4460/6282] eta: 0:01:24 time: 0.0505 data_time: 0.0051 memory: 1000 2022/12/04 15:54:18 - mmengine - INFO - Epoch(val) [10][4480/6282] eta: 0:01:23 time: 0.0491 data_time: 0.0036 memory: 1000 2022/12/04 15:54:19 - mmengine - INFO - Epoch(val) [10][4500/6282] eta: 0:01:22 time: 0.0450 data_time: 0.0043 memory: 1000 2022/12/04 15:54:20 - mmengine - INFO - Epoch(val) [10][4520/6282] eta: 0:01:22 time: 0.0434 data_time: 0.0036 memory: 1000 2022/12/04 15:54:21 - mmengine - INFO - Epoch(val) [10][4540/6282] eta: 0:01:21 time: 0.0403 data_time: 0.0046 memory: 938 2022/12/04 15:54:22 - mmengine - INFO - Epoch(val) [10][4560/6282] eta: 0:01:20 time: 0.0406 data_time: 0.0047 memory: 938 2022/12/04 15:54:23 - mmengine - INFO - Epoch(val) [10][4580/6282] eta: 0:01:19 time: 0.0399 data_time: 0.0040 memory: 938 2022/12/04 15:54:23 - mmengine - INFO - Epoch(val) [10][4600/6282] eta: 0:01:18 time: 0.0382 data_time: 0.0041 memory: 938 2022/12/04 15:54:24 - mmengine - INFO - Epoch(val) [10][4620/6282] eta: 0:01:17 time: 0.0423 data_time: 0.0056 memory: 938 2022/12/04 15:54:25 - mmengine - INFO - Epoch(val) [10][4640/6282] eta: 0:01:16 time: 0.0449 data_time: 0.0041 memory: 1000 2022/12/04 15:54:26 - mmengine - INFO - Epoch(val) [10][4660/6282] eta: 0:01:15 time: 0.0462 data_time: 0.0034 memory: 1000 2022/12/04 15:54:27 - mmengine - INFO - Epoch(val) [10][4680/6282] eta: 0:01:14 time: 0.0488 data_time: 0.0039 memory: 1000 2022/12/04 15:54:28 - mmengine - INFO - Epoch(val) [10][4700/6282] eta: 0:01:13 time: 0.0432 data_time: 0.0038 memory: 1000 2022/12/04 15:54:29 - mmengine - INFO - Epoch(val) [10][4720/6282] eta: 0:01:12 time: 0.0445 data_time: 0.0041 memory: 1000 2022/12/04 15:54:30 - mmengine - INFO - Epoch(val) [10][4740/6282] eta: 0:01:11 time: 0.0418 data_time: 0.0061 memory: 959 2022/12/04 15:54:30 - mmengine - INFO - Epoch(val) [10][4760/6282] eta: 0:01:10 time: 0.0399 data_time: 0.0046 memory: 959 2022/12/04 15:54:31 - mmengine - INFO - Epoch(val) [10][4780/6282] eta: 0:01:09 time: 0.0418 data_time: 0.0042 memory: 959 2022/12/04 15:54:32 - mmengine - INFO - Epoch(val) [10][4800/6282] eta: 0:01:08 time: 0.0409 data_time: 0.0040 memory: 959 2022/12/04 15:54:33 - mmengine - INFO - Epoch(val) [10][4820/6282] eta: 0:01:07 time: 0.0422 data_time: 0.0041 memory: 993 2022/12/04 15:54:34 - mmengine - INFO - Epoch(val) [10][4840/6282] eta: 0:01:06 time: 0.0440 data_time: 0.0040 memory: 993 2022/12/04 15:54:35 - mmengine - INFO - Epoch(val) [10][4860/6282] eta: 0:01:05 time: 0.0464 data_time: 0.0038 memory: 993 2022/12/04 15:54:36 - mmengine - INFO - Epoch(val) [10][4880/6282] eta: 0:01:04 time: 0.0445 data_time: 0.0048 memory: 993 2022/12/04 15:54:37 - mmengine - INFO - Epoch(val) [10][4900/6282] eta: 0:01:03 time: 0.0457 data_time: 0.0055 memory: 993 2022/12/04 15:54:38 - mmengine - INFO - Epoch(val) [10][4920/6282] eta: 0:01:03 time: 0.0490 data_time: 0.0058 memory: 996 2022/12/04 15:54:39 - mmengine - INFO - Epoch(val) [10][4940/6282] eta: 0:01:02 time: 0.0465 data_time: 0.0047 memory: 996 2022/12/04 15:54:40 - mmengine - INFO - Epoch(val) [10][4960/6282] eta: 0:01:01 time: 0.0499 data_time: 0.0051 memory: 996 2022/12/04 15:54:40 - mmengine - INFO - Epoch(val) [10][4980/6282] eta: 0:01:00 time: 0.0480 data_time: 0.0040 memory: 996 2022/12/04 15:54:41 - mmengine - INFO - Epoch(val) [10][5000/6282] eta: 0:00:59 time: 0.0485 data_time: 0.0054 memory: 996 2022/12/04 15:54:42 - mmengine - INFO - Epoch(val) [10][5020/6282] eta: 0:00:58 time: 0.0438 data_time: 0.0048 memory: 996 2022/12/04 15:54:43 - mmengine - INFO - Epoch(val) [10][5040/6282] eta: 0:00:57 time: 0.0422 data_time: 0.0053 memory: 938 2022/12/04 15:54:44 - mmengine - INFO - Epoch(val) [10][5060/6282] eta: 0:00:56 time: 0.0442 data_time: 0.0047 memory: 938 2022/12/04 15:54:45 - mmengine - INFO - Epoch(val) [10][5080/6282] eta: 0:00:55 time: 0.0421 data_time: 0.0044 memory: 938 2022/12/04 15:54:46 - mmengine - INFO - Epoch(val) [10][5100/6282] eta: 0:00:54 time: 0.0416 data_time: 0.0049 memory: 938 2022/12/04 15:54:47 - mmengine - INFO - Epoch(val) [10][5120/6282] eta: 0:00:53 time: 0.0417 data_time: 0.0048 memory: 938 2022/12/04 15:54:48 - mmengine - INFO - Epoch(val) [10][5140/6282] eta: 0:00:52 time: 0.0434 data_time: 0.0041 memory: 934 2022/12/04 15:54:48 - mmengine - INFO - Epoch(val) [10][5160/6282] eta: 0:00:51 time: 0.0430 data_time: 0.0051 memory: 934 2022/12/04 15:54:49 - mmengine - INFO - Epoch(val) [10][5180/6282] eta: 0:00:50 time: 0.0429 data_time: 0.0061 memory: 934 2022/12/04 15:54:50 - mmengine - INFO - Epoch(val) [10][5200/6282] eta: 0:00:49 time: 0.0434 data_time: 0.0053 memory: 934 2022/12/04 15:54:51 - mmengine - INFO - Epoch(val) [10][5220/6282] eta: 0:00:49 time: 0.0426 data_time: 0.0051 memory: 934 2022/12/04 15:54:52 - mmengine - INFO - Epoch(val) [10][5240/6282] eta: 0:00:48 time: 0.0427 data_time: 0.0049 memory: 933 2022/12/04 15:54:53 - mmengine - INFO - Epoch(val) [10][5260/6282] eta: 0:00:47 time: 0.0414 data_time: 0.0055 memory: 933 2022/12/04 15:54:54 - mmengine - INFO - Epoch(val) [10][5280/6282] eta: 0:00:46 time: 0.0435 data_time: 0.0042 memory: 933 2022/12/04 15:54:55 - mmengine - INFO - Epoch(val) [10][5300/6282] eta: 0:00:45 time: 0.0461 data_time: 0.0060 memory: 933 2022/12/04 15:54:55 - mmengine - INFO - Epoch(val) [10][5320/6282] eta: 0:00:44 time: 0.0442 data_time: 0.0060 memory: 934 2022/12/04 15:54:56 - mmengine - INFO - Epoch(val) [10][5340/6282] eta: 0:00:43 time: 0.0463 data_time: 0.0063 memory: 934 2022/12/04 15:54:57 - mmengine - INFO - Epoch(val) [10][5360/6282] eta: 0:00:42 time: 0.0433 data_time: 0.0049 memory: 934 2022/12/04 15:54:58 - mmengine - INFO - Epoch(val) [10][5380/6282] eta: 0:00:41 time: 0.0428 data_time: 0.0042 memory: 934 2022/12/04 15:54:59 - mmengine - INFO - Epoch(val) [10][5400/6282] eta: 0:00:40 time: 0.0410 data_time: 0.0036 memory: 934 2022/12/04 15:55:00 - mmengine - INFO - Epoch(val) [10][5420/6282] eta: 0:00:39 time: 0.0392 data_time: 0.0041 memory: 934 2022/12/04 15:55:01 - mmengine - INFO - Epoch(val) [10][5440/6282] eta: 0:00:38 time: 0.0444 data_time: 0.0071 memory: 934 2022/12/04 15:55:01 - mmengine - INFO - Epoch(val) [10][5460/6282] eta: 0:00:37 time: 0.0426 data_time: 0.0054 memory: 934 2022/12/04 15:55:02 - mmengine - INFO - Epoch(val) [10][5480/6282] eta: 0:00:36 time: 0.0423 data_time: 0.0036 memory: 934 2022/12/04 15:55:03 - mmengine - INFO - Epoch(val) [10][5500/6282] eta: 0:00:35 time: 0.0430 data_time: 0.0053 memory: 934 2022/12/04 15:55:04 - mmengine - INFO - Epoch(val) [10][5520/6282] eta: 0:00:35 time: 0.0458 data_time: 0.0052 memory: 955 2022/12/04 15:55:05 - mmengine - INFO - Epoch(val) [10][5540/6282] eta: 0:00:34 time: 0.0454 data_time: 0.0065 memory: 955 2022/12/04 15:55:06 - mmengine - INFO - Epoch(val) [10][5560/6282] eta: 0:00:33 time: 0.0433 data_time: 0.0055 memory: 955 2022/12/04 15:55:07 - mmengine - INFO - Epoch(val) [10][5580/6282] eta: 0:00:32 time: 0.0399 data_time: 0.0037 memory: 955 2022/12/04 15:55:08 - mmengine - INFO - Epoch(val) [10][5600/6282] eta: 0:00:31 time: 0.0418 data_time: 0.0053 memory: 955 2022/12/04 15:55:08 - mmengine - INFO - Epoch(val) [10][5620/6282] eta: 0:00:30 time: 0.0409 data_time: 0.0041 memory: 955 2022/12/04 15:55:09 - mmengine - INFO - Epoch(val) [10][5640/6282] eta: 0:00:29 time: 0.0414 data_time: 0.0040 memory: 934 2022/12/04 15:55:10 - mmengine - INFO - Epoch(val) [10][5660/6282] eta: 0:00:28 time: 0.0394 data_time: 0.0036 memory: 934 2022/12/04 15:55:11 - mmengine - INFO - Epoch(val) [10][5680/6282] eta: 0:00:27 time: 0.0430 data_time: 0.0043 memory: 934 2022/12/04 15:55:12 - mmengine - INFO - Epoch(val) [10][5700/6282] eta: 0:00:26 time: 0.0431 data_time: 0.0043 memory: 934 2022/12/04 15:55:13 - mmengine - INFO - Epoch(val) [10][5720/6282] eta: 0:00:25 time: 0.0423 data_time: 0.0045 memory: 968 2022/12/04 15:55:13 - mmengine - INFO - Epoch(val) [10][5740/6282] eta: 0:00:24 time: 0.0431 data_time: 0.0043 memory: 968 2022/12/04 15:55:14 - mmengine - INFO - Epoch(val) [10][5760/6282] eta: 0:00:23 time: 0.0407 data_time: 0.0051 memory: 968 2022/12/04 15:55:15 - mmengine - INFO - Epoch(val) [10][5780/6282] eta: 0:00:23 time: 0.0432 data_time: 0.0055 memory: 968 2022/12/04 15:55:16 - mmengine - INFO - Epoch(val) [10][5800/6282] eta: 0:00:22 time: 0.0486 data_time: 0.0080 memory: 968 2022/12/04 15:55:17 - mmengine - INFO - Epoch(val) [10][5820/6282] eta: 0:00:21 time: 0.0428 data_time: 0.0050 memory: 968 2022/12/04 15:55:18 - mmengine - INFO - Epoch(val) [10][5840/6282] eta: 0:00:20 time: 0.0439 data_time: 0.0069 memory: 955 2022/12/04 15:55:19 - mmengine - INFO - Epoch(val) [10][5860/6282] eta: 0:00:19 time: 0.0442 data_time: 0.0051 memory: 955 2022/12/04 15:55:20 - mmengine - INFO - Epoch(val) [10][5880/6282] eta: 0:00:18 time: 0.0407 data_time: 0.0034 memory: 955 2022/12/04 15:55:20 - mmengine - INFO - Epoch(val) [10][5900/6282] eta: 0:00:17 time: 0.0421 data_time: 0.0054 memory: 955 2022/12/04 15:55:21 - mmengine - INFO - Epoch(val) [10][5920/6282] eta: 0:00:16 time: 0.0407 data_time: 0.0052 memory: 955 2022/12/04 15:55:22 - mmengine - INFO - Epoch(val) [10][5940/6282] eta: 0:00:15 time: 0.0411 data_time: 0.0076 memory: 934 2022/12/04 15:55:23 - mmengine - INFO - Epoch(val) [10][5960/6282] eta: 0:00:14 time: 0.0447 data_time: 0.0039 memory: 934 2022/12/04 15:55:24 - mmengine - INFO - Epoch(val) [10][5980/6282] eta: 0:00:13 time: 0.0418 data_time: 0.0049 memory: 934 2022/12/04 15:55:25 - mmengine - INFO - Epoch(val) [10][6000/6282] eta: 0:00:12 time: 0.0462 data_time: 0.0049 memory: 993 2022/12/04 15:55:26 - mmengine - INFO - Epoch(val) [10][6020/6282] eta: 0:00:11 time: 0.0474 data_time: 0.0048 memory: 993 2022/12/04 15:55:27 - mmengine - INFO - Epoch(val) [10][6040/6282] eta: 0:00:11 time: 0.0468 data_time: 0.0054 memory: 993 2022/12/04 15:55:28 - mmengine - INFO - Epoch(val) [10][6060/6282] eta: 0:00:10 time: 0.0458 data_time: 0.0053 memory: 993 2022/12/04 15:55:29 - mmengine - INFO - Epoch(val) [10][6080/6282] eta: 0:00:09 time: 0.0437 data_time: 0.0040 memory: 993 2022/12/04 15:55:29 - mmengine - INFO - Epoch(val) [10][6100/6282] eta: 0:00:08 time: 0.0440 data_time: 0.0041 memory: 993 2022/12/04 15:55:30 - mmengine - INFO - Epoch(val) [10][6120/6282] eta: 0:00:07 time: 0.0438 data_time: 0.0046 memory: 993 2022/12/04 15:55:31 - mmengine - INFO - Epoch(val) [10][6140/6282] eta: 0:00:06 time: 0.0427 data_time: 0.0039 memory: 993 2022/12/04 15:55:32 - mmengine - INFO - Epoch(val) [10][6160/6282] eta: 0:00:05 time: 0.0363 data_time: 0.0022 memory: 993 2022/12/04 15:55:33 - mmengine - INFO - Epoch(val) [10][6180/6282] eta: 0:00:04 time: 0.0337 data_time: 0.0018 memory: 993 2022/12/04 15:55:33 - mmengine - INFO - Epoch(val) [10][6200/6282] eta: 0:00:03 time: 0.0326 data_time: 0.0015 memory: 993 2022/12/04 15:55:34 - mmengine - INFO - Epoch(val) [10][6220/6282] eta: 0:00:02 time: 0.0334 data_time: 0.0015 memory: 993 2022/12/04 15:55:35 - mmengine - INFO - Epoch(val) [10][6240/6282] eta: 0:00:01 time: 0.0325 data_time: 0.0015 memory: 993 2022/12/04 15:55:35 - mmengine - INFO - Epoch(val) [10][6260/6282] eta: 0:00:01 time: 0.0331 data_time: 0.0015 memory: 993 2022/12/04 15:55:36 - mmengine - INFO - Epoch(val) [10][6280/6282] eta: 0:00:00 time: 0.0327 data_time: 0.0015 memory: 993 2022/12/04 16:00:57 - mmengine - INFO - Epoch(val) [10][6282/6282] mAP/mAP@0.5IOU: 0.3033