2022-02-07 15:22:10,710 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.13 |Anaconda, Inc.| (default, Jun 4 2021, 14:25:59) [GCC 7.5.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: TITAN Xp CUDA_HOME: /mnt/lustre/share/polaris/dep/cuda-9.0-cudnn7.6.5 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-16) PyTorch: 1.8.1_rc3+cuda90_cudnn7.6.3 PyTorch compiling details: PyTorch built with: - GCC 5.4 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.2 Product Build 20200624 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v1.7.0 (Git Hash 7aed236906b1f7a05c0917e5257a1af05e9ff683) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70 - CuDNN 7.6.3 - Magma 2.5.0 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=9.0, CUDNN_VERSION=7.6.3, CXX_COMPILER=/root/ccache/lib/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -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-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.8.1, 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: 0.10.0a0+90a6206 OpenCV: 4.2.0 MMCV: 1.4.0 MMCV Compiler: GCC 5.4 MMCV CUDA Compiler: 9.0 MMAction2: 0.20.0+bb6cc77 ------------------------------------------------------------ 2022-02-07 15:22:10,800 - mmaction - INFO - Distributed training: True 2022-02-07 15:22:11,995 - mmaction - INFO - Config: model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=4, speed_ratio=4, channel_ratio=8, slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False, fusion_kernel=7), fast_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=False, base_channels=8, conv1_kernel=(5, 7, 7), conv1_stride_t=1, pool1_stride_t=1, norm_eval=False)), cls_head=dict( type='SlowFastHead', in_channels=2304, num_classes=400, spatial_type='avg', dropout_ratio=0.5), train_cfg=None, test_cfg=dict(average_clips='prob')) checkpoint_config = dict(interval=5) log_config = dict(interval=20, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train' data_root_val = 'data/kinetics400/rawframes_val' ann_file_train = 'data/kinetics400/kinetics400_train_list_rawframes.txt' ann_file_val = 'data/kinetics400/kinetics400_val_list_rawframes.txt' ann_file_test = 'data/kinetics400/kinetics400_val_list_rawframes.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=8, test_dataloader=dict(videos_per_gpu=1), train=dict( type='RawframeDataset', ann_file='data/kinetics400/kinetics400_train_list_rawframes.txt', data_prefix='data/kinetics400/rawframes_train', pipeline=[ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg= '/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ]), val=dict( type='RawframeDataset', ann_file='data/kinetics400/kinetics400_val_list_rawframes.txt', data_prefix='data/kinetics400/rawframes_val', pipeline=[ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg= '/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ]), test=dict( type='RawframeDataset', ann_file='data/kinetics400/kinetics400_val_list_rawframes.txt', data_prefix='data/kinetics400/rawframes_val', pipeline=[ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg= '/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ])) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy']) optimizer = dict(type='SGD', lr=0.4, momentum=0.9, weight_decay=0.0001) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) lr_config = dict( policy='step', min_lr=0, warmup='linear', warmup_by_epoch=True, warmup_iters=34, step=[94, 154, 196]) total_epochs = 256 work_dir = '/mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7' find_unused_parameters = False gpu_ids = range(0, 32) omnisource = False module_hooks = [] 2022-02-07 15:22:20,100 - mmaction - INFO - Set random seed to 74323359, deterministic: False 2022-02-07 15:22:23,200 - mmaction - INFO - Start running, host: liguankai@SH-IDC2-172-20-21-21, work_dir: /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7 2022-02-07 15:22:23,201 - mmaction - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) CheckpointHook (NORMAL ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_epoch: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) DistSamplerSeedHook (NORMAL ) DistEvalHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_train_iter: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) DistEvalHook (LOW ) IterTimerHook -------------------- after_train_iter: (ABOVE_NORMAL) OptimizerHook (NORMAL ) CheckpointHook (NORMAL ) DistEvalHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- after_train_epoch: (NORMAL ) CheckpointHook (NORMAL ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_val_epoch: (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_val_iter: (LOW ) IterTimerHook -------------------- after_val_iter: (LOW ) IterTimerHook -------------------- after_val_epoch: (VERY_LOW ) TextLoggerHook -------------------- after_run: (VERY_LOW ) TextLoggerHook -------------------- 2022-02-07 15:22:23,201 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2022-02-07 15:22:23,202 - mmaction - INFO - Checkpoints will be saved to /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7 by HardDiskBackend. 2022-02-07 15:24:51,644 - mmaction - INFO - Epoch [1][20/940] lr: 4.021e-02, eta: 20 days, 15:44:13, time: 7.417, data_time: 5.986, memory: 9484, top1_acc: 0.0059, top5_acc: 0.0229, loss_cls: 5.9882, loss: 5.9882, grad_norm: 1.8727 2022-02-07 15:25:14,451 - mmaction - INFO - Epoch [1][40/940] lr: 4.044e-02, eta: 11 days, 21:58:16, time: 1.141, data_time: 0.046, memory: 9484, top1_acc: 0.0088, top5_acc: 0.0350, loss_cls: 5.9498, loss: 5.9498, grad_norm: 1.8697 2022-02-07 15:25:37,629 - mmaction - INFO - Epoch [1][60/940] lr: 4.066e-02, eta: 9 days, 0:26:42, time: 1.159, data_time: 0.048, memory: 9484, top1_acc: 0.0166, top5_acc: 0.0535, loss_cls: 5.8556, loss: 5.8556, grad_norm: 1.8175 2022-02-07 15:26:00,633 - mmaction - INFO - Epoch [1][80/940] lr: 4.089e-02, eta: 7 days, 13:31:56, time: 1.150, data_time: 0.046, memory: 9484, top1_acc: 0.0172, top5_acc: 0.0604, loss_cls: 5.7753, loss: 5.7753, grad_norm: 1.7910 2022-02-07 15:26:23,798 - mmaction - INFO - Epoch [1][100/940] lr: 4.112e-02, eta: 6 days, 16:41:29, time: 1.158, data_time: 0.050, memory: 9484, top1_acc: 0.0221, top5_acc: 0.0730, loss_cls: 5.7348, loss: 5.7348, grad_norm: 1.7752 2022-02-07 15:26:47,009 - mmaction - INFO - Epoch [1][120/940] lr: 4.134e-02, eta: 6 days, 2:49:22, time: 1.161, data_time: 0.048, memory: 9484, top1_acc: 0.0227, top5_acc: 0.0695, loss_cls: 5.7041, loss: 5.7041, grad_norm: 1.7406 2022-02-07 15:27:10,251 - mmaction - INFO - Epoch [1][140/940] lr: 4.157e-02, eta: 5 days, 16:55:37, time: 1.162, data_time: 0.053, memory: 9484, top1_acc: 0.0174, top5_acc: 0.0676, loss_cls: 5.6890, loss: 5.6890, grad_norm: 1.7298 2022-02-07 15:27:33,483 - mmaction - INFO - Epoch [1][160/940] lr: 4.179e-02, eta: 5 days, 9:30:02, time: 1.162, data_time: 0.048, memory: 9484, top1_acc: 0.0207, top5_acc: 0.0713, loss_cls: 5.6865, loss: 5.6865, grad_norm: 1.6799 2022-02-07 15:27:56,734 - mmaction - INFO - Epoch [1][180/940] lr: 4.202e-02, eta: 5 days, 3:43:52, time: 1.163, data_time: 0.045, memory: 9484, top1_acc: 0.0246, top5_acc: 0.0807, loss_cls: 5.6155, loss: 5.6155, grad_norm: 1.6317 2022-02-07 15:28:20,012 - mmaction - INFO - Epoch [1][200/940] lr: 4.224e-02, eta: 4 days, 23:07:18, time: 1.164, data_time: 0.047, memory: 9484, top1_acc: 0.0246, top5_acc: 0.0803, loss_cls: 5.6143, loss: 5.6143, grad_norm: 1.6093 2022-02-07 15:28:43,368 - mmaction - INFO - Epoch [1][220/940] lr: 4.247e-02, eta: 4 days, 19:22:15, time: 1.167, data_time: 0.052, memory: 9484, top1_acc: 0.0238, top5_acc: 0.0813, loss_cls: 5.6084, loss: 5.6084, grad_norm: 1.6051 2022-02-07 15:29:06,701 - mmaction - INFO - Epoch [1][240/940] lr: 4.269e-02, eta: 4 days, 16:14:31, time: 1.167, data_time: 0.054, memory: 9484, top1_acc: 0.0230, top5_acc: 0.0748, loss_cls: 5.6014, loss: 5.6014, grad_norm: 1.5696 2022-02-07 15:29:30,052 - mmaction - INFO - Epoch [1][260/940] lr: 4.292e-02, eta: 4 days, 13:35:46, time: 1.168, data_time: 0.052, memory: 9484, top1_acc: 0.0256, top5_acc: 0.0818, loss_cls: 5.5646, loss: 5.5646, grad_norm: 1.5636 2022-02-07 15:29:53,405 - mmaction - INFO - Epoch [1][280/940] lr: 4.314e-02, eta: 4 days, 11:19:41, time: 1.168, data_time: 0.052, memory: 9484, top1_acc: 0.0250, top5_acc: 0.0848, loss_cls: 5.5761, loss: 5.5761, grad_norm: 1.5482 2022-02-07 15:30:16,718 - mmaction - INFO - Epoch [1][300/940] lr: 4.337e-02, eta: 4 days, 9:21:16, time: 1.166, data_time: 0.055, memory: 9484, top1_acc: 0.0318, top5_acc: 0.0920, loss_cls: 5.5196, loss: 5.5196, grad_norm: 1.5312 2022-02-07 15:30:40,152 - mmaction - INFO - Epoch [1][320/940] lr: 4.359e-02, eta: 4 days, 7:38:52, time: 1.171, data_time: 0.049, memory: 9484, top1_acc: 0.0258, top5_acc: 0.0873, loss_cls: 5.5463, loss: 5.5463, grad_norm: 1.5388 2022-02-07 15:31:03,555 - mmaction - INFO - Epoch [1][340/940] lr: 4.382e-02, eta: 4 days, 6:08:13, time: 1.170, data_time: 0.053, memory: 9484, top1_acc: 0.0248, top5_acc: 0.0939, loss_cls: 5.5068, loss: 5.5068, grad_norm: 1.5360 2022-02-07 15:31:27,019 - mmaction - INFO - Epoch [1][360/940] lr: 4.404e-02, eta: 4 days, 4:48:29, time: 1.174, data_time: 0.048, memory: 9484, top1_acc: 0.0295, top5_acc: 0.0900, loss_cls: 5.5064, loss: 5.5064, grad_norm: 1.5038 2022-02-07 15:31:50,355 - mmaction - INFO - Epoch [1][380/940] lr: 4.427e-02, eta: 4 days, 3:35:25, time: 1.166, data_time: 0.045, memory: 9484, top1_acc: 0.0252, top5_acc: 0.0855, loss_cls: 5.5227, loss: 5.5227, grad_norm: 1.4715 2022-02-07 15:32:13,715 - mmaction - INFO - Epoch [1][400/940] lr: 4.449e-02, eta: 4 days, 2:30:09, time: 1.169, data_time: 0.053, memory: 9484, top1_acc: 0.0270, top5_acc: 0.0959, loss_cls: 5.4812, loss: 5.4812, grad_norm: 1.4638 2022-02-07 15:32:37,154 - mmaction - INFO - Epoch [1][420/940] lr: 4.472e-02, eta: 4 days, 1:31:33, time: 1.171, data_time: 0.050, memory: 9484, top1_acc: 0.0326, top5_acc: 0.1086, loss_cls: 5.4700, loss: 5.4700, grad_norm: 1.4746 2022-02-07 15:33:00,518 - mmaction - INFO - Epoch [1][440/940] lr: 4.494e-02, eta: 4 days, 0:37:40, time: 1.168, data_time: 0.053, memory: 9484, top1_acc: 0.0303, top5_acc: 0.1025, loss_cls: 5.4790, loss: 5.4790, grad_norm: 1.4699 2022-02-07 15:33:23,860 - mmaction - INFO - Epoch [1][460/940] lr: 4.517e-02, eta: 3 days, 23:48:15, time: 1.167, data_time: 0.058, memory: 9484, top1_acc: 0.0328, top5_acc: 0.1113, loss_cls: 5.4543, loss: 5.4543, grad_norm: 1.4382 2022-02-07 15:33:47,515 - mmaction - INFO - Epoch [1][480/940] lr: 4.540e-02, eta: 3 days, 23:05:34, time: 1.183, data_time: 0.052, memory: 9484, top1_acc: 0.0332, top5_acc: 0.1072, loss_cls: 5.4469, loss: 5.4469, grad_norm: 1.4485 2022-02-07 15:34:11,001 - mmaction - INFO - Epoch [1][500/940] lr: 4.562e-02, eta: 3 days, 22:24:52, time: 1.174, data_time: 0.054, memory: 9484, top1_acc: 0.0307, top5_acc: 0.1062, loss_cls: 5.4448, loss: 5.4448, grad_norm: 1.4476 2022-02-07 15:34:34,618 - mmaction - INFO - Epoch [1][520/940] lr: 4.585e-02, eta: 3 days, 21:48:18, time: 1.181, data_time: 0.054, memory: 9484, top1_acc: 0.0393, top5_acc: 0.1150, loss_cls: 5.4246, loss: 5.4246, grad_norm: 1.4597 2022-02-07 15:34:58,268 - mmaction - INFO - Epoch [1][540/940] lr: 4.607e-02, eta: 3 days, 21:14:39, time: 1.183, data_time: 0.059, memory: 9484, top1_acc: 0.0348, top5_acc: 0.1131, loss_cls: 5.4105, loss: 5.4105, grad_norm: 1.4311 2022-02-07 15:35:21,849 - mmaction - INFO - Epoch [1][560/940] lr: 4.630e-02, eta: 3 days, 20:42:59, time: 1.180, data_time: 0.052, memory: 9484, top1_acc: 0.0336, top5_acc: 0.1145, loss_cls: 5.4135, loss: 5.4135, grad_norm: 1.4147 2022-02-07 15:35:45,214 - mmaction - INFO - Epoch [1][580/940] lr: 4.652e-02, eta: 3 days, 20:11:46, time: 1.167, data_time: 0.054, memory: 9484, top1_acc: 0.0330, top5_acc: 0.1043, loss_cls: 5.4395, loss: 5.4395, grad_norm: 1.3792 2022-02-07 15:36:08,702 - mmaction - INFO - Epoch [1][600/940] lr: 4.675e-02, eta: 3 days, 19:43:30, time: 1.174, data_time: 0.054, memory: 9484, top1_acc: 0.0354, top5_acc: 0.1111, loss_cls: 5.4229, loss: 5.4229, grad_norm: 1.3864 2022-02-07 15:36:32,139 - mmaction - INFO - Epoch [1][620/940] lr: 4.697e-02, eta: 3 days, 19:16:51, time: 1.173, data_time: 0.047, memory: 9484, top1_acc: 0.0400, top5_acc: 0.1174, loss_cls: 5.4013, loss: 5.4013, grad_norm: 1.3729 2022-02-07 15:36:55,580 - mmaction - INFO - Epoch [1][640/940] lr: 4.720e-02, eta: 3 days, 18:51:42, time: 1.172, data_time: 0.044, memory: 9484, top1_acc: 0.0389, top5_acc: 0.1221, loss_cls: 5.3496, loss: 5.3496, grad_norm: 1.3773 2022-02-07 15:37:18,913 - mmaction - INFO - Epoch [1][660/940] lr: 4.742e-02, eta: 3 days, 18:27:28, time: 1.167, data_time: 0.053, memory: 9484, top1_acc: 0.0365, top5_acc: 0.1168, loss_cls: 5.4013, loss: 5.4013, grad_norm: 1.3584 2022-02-07 15:37:42,338 - mmaction - INFO - Epoch [1][680/940] lr: 4.765e-02, eta: 3 days, 18:05:13, time: 1.172, data_time: 0.057, memory: 9484, top1_acc: 0.0381, top5_acc: 0.1197, loss_cls: 5.3962, loss: 5.3962, grad_norm: 1.3449 2022-02-07 15:38:05,705 - mmaction - INFO - Epoch [1][700/940] lr: 4.787e-02, eta: 3 days, 17:43:47, time: 1.168, data_time: 0.058, memory: 9484, top1_acc: 0.0400, top5_acc: 0.1203, loss_cls: 5.3714, loss: 5.3714, grad_norm: 1.3599 2022-02-07 15:38:29,149 - mmaction - INFO - Epoch [1][720/940] lr: 4.810e-02, eta: 3 days, 17:23:57, time: 1.172, data_time: 0.059, memory: 9484, top1_acc: 0.0342, top5_acc: 0.1094, loss_cls: 5.3879, loss: 5.3879, grad_norm: 1.3226 2022-02-07 15:38:52,625 - mmaction - INFO - Epoch [1][740/940] lr: 4.832e-02, eta: 3 days, 17:05:27, time: 1.174, data_time: 0.054, memory: 9484, top1_acc: 0.0334, top5_acc: 0.1154, loss_cls: 5.3896, loss: 5.3896, grad_norm: 1.3237 2022-02-07 15:39:16,178 - mmaction - INFO - Epoch [1][760/940] lr: 4.855e-02, eta: 3 days, 16:48:15, time: 1.178, data_time: 0.053, memory: 9484, top1_acc: 0.0412, top5_acc: 0.1205, loss_cls: 5.3743, loss: 5.3743, grad_norm: 1.2990 2022-02-07 15:39:39,637 - mmaction - INFO - Epoch [1][780/940] lr: 4.877e-02, eta: 3 days, 16:31:23, time: 1.173, data_time: 0.059, memory: 9484, top1_acc: 0.0379, top5_acc: 0.1232, loss_cls: 5.3550, loss: 5.3550, grad_norm: 1.3203 2022-02-07 15:40:03,084 - mmaction - INFO - Epoch [1][800/940] lr: 4.900e-02, eta: 3 days, 16:15:21, time: 1.173, data_time: 0.058, memory: 9484, top1_acc: 0.0396, top5_acc: 0.1176, loss_cls: 5.3728, loss: 5.3728, grad_norm: 1.3245 2022-02-07 15:40:26,581 - mmaction - INFO - Epoch [1][820/940] lr: 4.923e-02, eta: 3 days, 16:00:15, time: 1.174, data_time: 0.057, memory: 9484, top1_acc: 0.0432, top5_acc: 0.1307, loss_cls: 5.3321, loss: 5.3321, grad_norm: 1.3033 2022-02-07 15:40:49,959 - mmaction - INFO - Epoch [1][840/940] lr: 4.945e-02, eta: 3 days, 15:45:21, time: 1.169, data_time: 0.058, memory: 9484, top1_acc: 0.0389, top5_acc: 0.1283, loss_cls: 5.3087, loss: 5.3087, grad_norm: 1.2939 2022-02-07 15:41:13,375 - mmaction - INFO - Epoch [1][860/940] lr: 4.968e-02, eta: 3 days, 15:31:19, time: 1.171, data_time: 0.059, memory: 9484, top1_acc: 0.0396, top5_acc: 0.1354, loss_cls: 5.3319, loss: 5.3319, grad_norm: 1.2701 2022-02-07 15:41:36,829 - mmaction - INFO - Epoch [1][880/940] lr: 4.990e-02, eta: 3 days, 15:18:03, time: 1.173, data_time: 0.059, memory: 9484, top1_acc: 0.0389, top5_acc: 0.1320, loss_cls: 5.3282, loss: 5.3282, grad_norm: 1.2862 2022-02-07 15:42:00,283 - mmaction - INFO - Epoch [1][900/940] lr: 5.013e-02, eta: 3 days, 15:05:20, time: 1.172, data_time: 0.057, memory: 9484, top1_acc: 0.0432, top5_acc: 0.1334, loss_cls: 5.2932, loss: 5.2932, grad_norm: 1.2723 2022-02-07 15:42:23,780 - mmaction - INFO - Epoch [1][920/940] lr: 5.035e-02, eta: 3 days, 14:53:21, time: 1.175, data_time: 0.062, memory: 9484, top1_acc: 0.0439, top5_acc: 0.1334, loss_cls: 5.2993, loss: 5.2993, grad_norm: 1.2985 2022-02-07 15:42:46,916 - mmaction - INFO - Epoch [1][940/940] lr: 5.058e-02, eta: 3 days, 14:40:16, time: 1.156, data_time: 0.061, memory: 9484, top1_acc: 0.0432, top5_acc: 0.1337, loss_cls: 5.3243, loss: 5.3243, grad_norm: 1.2766 2022-02-07 15:45:10,593 - mmaction - INFO - Epoch [2][20/940] lr: 5.080e-02, eta: 3 days, 22:36:17, time: 7.027, data_time: 5.768, memory: 9497, top1_acc: 0.0467, top5_acc: 0.1373, loss_cls: 5.3061, loss: 5.3061, grad_norm: 1.2502 2022-02-07 15:45:33,689 - mmaction - INFO - Epoch [2][40/940] lr: 5.103e-02, eta: 3 days, 22:14:11, time: 1.156, data_time: 0.047, memory: 9497, top1_acc: 0.0465, top5_acc: 0.1350, loss_cls: 5.2744, loss: 5.2744, grad_norm: 1.2587 2022-02-07 15:45:56,936 - mmaction - INFO - Epoch [2][60/940] lr: 5.125e-02, eta: 3 days, 21:53:27, time: 1.162, data_time: 0.047, memory: 9497, top1_acc: 0.0461, top5_acc: 0.1383, loss_cls: 5.3035, loss: 5.3035, grad_norm: 1.3078 2022-02-07 15:46:20,102 - mmaction - INFO - Epoch [2][80/940] lr: 5.148e-02, eta: 3 days, 21:33:14, time: 1.158, data_time: 0.045, memory: 9497, top1_acc: 0.0492, top5_acc: 0.1455, loss_cls: 5.2504, loss: 5.2504, grad_norm: 1.3007 2022-02-07 15:46:43,340 - mmaction - INFO - Epoch [2][100/940] lr: 5.170e-02, eta: 3 days, 21:14:03, time: 1.162, data_time: 0.041, memory: 9497, top1_acc: 0.0406, top5_acc: 0.1346, loss_cls: 5.2779, loss: 5.2779, grad_norm: 1.2594 2022-02-07 15:47:06,458 - mmaction - INFO - Epoch [2][120/940] lr: 5.193e-02, eta: 3 days, 20:55:09, time: 1.156, data_time: 0.047, memory: 9497, top1_acc: 0.0488, top5_acc: 0.1400, loss_cls: 5.2773, loss: 5.2773, grad_norm: 1.2623 2022-02-07 15:47:29,723 - mmaction - INFO - Epoch [2][140/940] lr: 5.215e-02, eta: 3 days, 20:37:26, time: 1.163, data_time: 0.053, memory: 9497, top1_acc: 0.0412, top5_acc: 0.1365, loss_cls: 5.2806, loss: 5.2806, grad_norm: 1.2450 2022-02-07 15:47:53,099 - mmaction - INFO - Epoch [2][160/940] lr: 5.238e-02, eta: 3 days, 20:20:45, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.0451, top5_acc: 0.1391, loss_cls: 5.2738, loss: 5.2738, grad_norm: 1.2310 2022-02-07 15:48:16,460 - mmaction - INFO - Epoch [2][180/940] lr: 5.260e-02, eta: 3 days, 20:04:37, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.0469, top5_acc: 0.1355, loss_cls: 5.2491, loss: 5.2491, grad_norm: 1.2723 2022-02-07 15:48:39,885 - mmaction - INFO - Epoch [2][200/940] lr: 5.283e-02, eta: 3 days, 19:49:18, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.0420, top5_acc: 0.1479, loss_cls: 5.2455, loss: 5.2455, grad_norm: 1.2662 2022-02-07 15:49:03,288 - mmaction - INFO - Epoch [2][220/940] lr: 5.306e-02, eta: 3 days, 19:34:22, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.0443, top5_acc: 0.1369, loss_cls: 5.2536, loss: 5.2536, grad_norm: 1.2465 2022-02-07 15:49:26,829 - mmaction - INFO - Epoch [2][240/940] lr: 5.328e-02, eta: 3 days, 19:20:25, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.0457, top5_acc: 0.1391, loss_cls: 5.2753, loss: 5.2753, grad_norm: 1.2038 2022-02-07 15:49:50,274 - mmaction - INFO - Epoch [2][260/940] lr: 5.351e-02, eta: 3 days, 19:06:36, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.0506, top5_acc: 0.1512, loss_cls: 5.1969, loss: 5.1969, grad_norm: 1.2080 2022-02-07 15:50:13,882 - mmaction - INFO - Epoch [2][280/940] lr: 5.373e-02, eta: 3 days, 18:53:44, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.0518, top5_acc: 0.1506, loss_cls: 5.2025, loss: 5.2025, grad_norm: 1.2569 2022-02-07 15:50:37,413 - mmaction - INFO - Epoch [2][300/940] lr: 5.396e-02, eta: 3 days, 18:41:03, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.0527, top5_acc: 0.1479, loss_cls: 5.2165, loss: 5.2165, grad_norm: 1.2464 2022-02-07 15:51:00,926 - mmaction - INFO - Epoch [2][320/940] lr: 5.418e-02, eta: 3 days, 18:28:41, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.0387, top5_acc: 0.1355, loss_cls: 5.2240, loss: 5.2240, grad_norm: 1.2597 2022-02-07 15:51:24,425 - mmaction - INFO - Epoch [2][340/940] lr: 5.441e-02, eta: 3 days, 18:16:40, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.0439, top5_acc: 0.1459, loss_cls: 5.2014, loss: 5.2014, grad_norm: 1.2368 2022-02-07 15:51:47,913 - mmaction - INFO - Epoch [2][360/940] lr: 5.463e-02, eta: 3 days, 18:04:57, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.0508, top5_acc: 0.1547, loss_cls: 5.1843, loss: 5.1843, grad_norm: 1.2613 2022-02-07 15:52:11,481 - mmaction - INFO - Epoch [2][380/940] lr: 5.486e-02, eta: 3 days, 17:53:48, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.0516, top5_acc: 0.1510, loss_cls: 5.1868, loss: 5.1868, grad_norm: 1.2125 2022-02-07 15:52:35,076 - mmaction - INFO - Epoch [2][400/940] lr: 5.508e-02, eta: 3 days, 17:43:07, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.0502, top5_acc: 0.1492, loss_cls: 5.2198, loss: 5.2198, grad_norm: 1.2472 2022-02-07 15:52:58,625 - mmaction - INFO - Epoch [2][420/940] lr: 5.531e-02, eta: 3 days, 17:32:33, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.0451, top5_acc: 0.1516, loss_cls: 5.2017, loss: 5.2017, grad_norm: 1.2235 2022-02-07 15:53:22,103 - mmaction - INFO - Epoch [2][440/940] lr: 5.553e-02, eta: 3 days, 17:22:05, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.0498, top5_acc: 0.1533, loss_cls: 5.1767, loss: 5.1767, grad_norm: 1.2429 2022-02-07 15:53:45,800 - mmaction - INFO - Epoch [2][460/940] lr: 5.576e-02, eta: 3 days, 17:12:33, time: 1.185, data_time: 0.057, memory: 9497, top1_acc: 0.0525, top5_acc: 0.1502, loss_cls: 5.1958, loss: 5.1958, grad_norm: 1.2310 2022-02-07 15:54:09,341 - mmaction - INFO - Epoch [2][480/940] lr: 5.598e-02, eta: 3 days, 17:02:48, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.0541, top5_acc: 0.1545, loss_cls: 5.1754, loss: 5.1754, grad_norm: 1.2134 2022-02-07 15:54:32,874 - mmaction - INFO - Epoch [2][500/940] lr: 5.621e-02, eta: 3 days, 16:53:19, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.0506, top5_acc: 0.1592, loss_cls: 5.1635, loss: 5.1635, grad_norm: 1.2009 2022-02-07 15:54:56,268 - mmaction - INFO - Epoch [2][520/940] lr: 5.643e-02, eta: 3 days, 16:43:41, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.0559, top5_acc: 0.1547, loss_cls: 5.1781, loss: 5.1781, grad_norm: 1.2361 2022-02-07 15:55:19,871 - mmaction - INFO - Epoch [2][540/940] lr: 5.666e-02, eta: 3 days, 16:34:52, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.0479, top5_acc: 0.1568, loss_cls: 5.1328, loss: 5.1328, grad_norm: 1.2349 2022-02-07 15:55:43,436 - mmaction - INFO - Epoch [2][560/940] lr: 5.688e-02, eta: 3 days, 16:26:11, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.0455, top5_acc: 0.1514, loss_cls: 5.1909, loss: 5.1909, grad_norm: 1.2137 2022-02-07 15:56:06,983 - mmaction - INFO - Epoch [2][580/940] lr: 5.711e-02, eta: 3 days, 16:17:40, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.0559, top5_acc: 0.1602, loss_cls: 5.1447, loss: 5.1447, grad_norm: 1.1818 2022-02-07 15:56:30,572 - mmaction - INFO - Epoch [2][600/940] lr: 5.734e-02, eta: 3 days, 16:09:30, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.0520, top5_acc: 0.1594, loss_cls: 5.1467, loss: 5.1467, grad_norm: 1.2618 2022-02-07 15:56:54,156 - mmaction - INFO - Epoch [2][620/940] lr: 5.756e-02, eta: 3 days, 16:01:27, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.0502, top5_acc: 0.1564, loss_cls: 5.1300, loss: 5.1300, grad_norm: 1.2281 2022-02-07 15:57:17,504 - mmaction - INFO - Epoch [2][640/940] lr: 5.779e-02, eta: 3 days, 15:53:03, time: 1.167, data_time: 0.061, memory: 9497, top1_acc: 0.0463, top5_acc: 0.1516, loss_cls: 5.1738, loss: 5.1738, grad_norm: 1.2700 2022-02-07 15:57:40,982 - mmaction - INFO - Epoch [2][660/940] lr: 5.801e-02, eta: 3 days, 15:45:09, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.0486, top5_acc: 0.1596, loss_cls: 5.1598, loss: 5.1598, grad_norm: 1.2181 2022-02-07 15:58:04,515 - mmaction - INFO - Epoch [2][680/940] lr: 5.824e-02, eta: 3 days, 15:37:34, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.0592, top5_acc: 0.1615, loss_cls: 5.1177, loss: 5.1177, grad_norm: 1.1986 2022-02-07 15:58:28,040 - mmaction - INFO - Epoch [2][700/940] lr: 5.846e-02, eta: 3 days, 15:30:10, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.0549, top5_acc: 0.1619, loss_cls: 5.1248, loss: 5.1248, grad_norm: 1.1832 2022-02-07 15:58:51,568 - mmaction - INFO - Epoch [2][720/940] lr: 5.869e-02, eta: 3 days, 15:22:56, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.0563, top5_acc: 0.1590, loss_cls: 5.1267, loss: 5.1267, grad_norm: 1.1982 2022-02-07 15:59:15,059 - mmaction - INFO - Epoch [2][740/940] lr: 5.891e-02, eta: 3 days, 15:15:46, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.0551, top5_acc: 0.1693, loss_cls: 5.1115, loss: 5.1115, grad_norm: 1.1854 2022-02-07 15:59:38,493 - mmaction - INFO - Epoch [2][760/940] lr: 5.914e-02, eta: 3 days, 15:08:38, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.0557, top5_acc: 0.1607, loss_cls: 5.1350, loss: 5.1350, grad_norm: 1.2080 2022-02-07 16:00:01,851 - mmaction - INFO - Epoch [2][780/940] lr: 5.936e-02, eta: 3 days, 15:01:29, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.0518, top5_acc: 0.1617, loss_cls: 5.1254, loss: 5.1254, grad_norm: 1.2083 2022-02-07 16:00:25,639 - mmaction - INFO - Epoch [2][800/940] lr: 5.959e-02, eta: 3 days, 14:55:26, time: 1.189, data_time: 0.072, memory: 9497, top1_acc: 0.0568, top5_acc: 0.1668, loss_cls: 5.1159, loss: 5.1159, grad_norm: 1.2214 2022-02-07 16:00:49,274 - mmaction - INFO - Epoch [2][820/940] lr: 5.981e-02, eta: 3 days, 14:49:14, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.0541, top5_acc: 0.1590, loss_cls: 5.1269, loss: 5.1269, grad_norm: 1.1971 2022-02-07 16:01:12,945 - mmaction - INFO - Epoch [2][840/940] lr: 6.004e-02, eta: 3 days, 14:43:13, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.0518, top5_acc: 0.1668, loss_cls: 5.0851, loss: 5.0851, grad_norm: 1.2064 2022-02-07 16:01:36,550 - mmaction - INFO - Epoch [2][860/940] lr: 6.026e-02, eta: 3 days, 14:37:12, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.0541, top5_acc: 0.1697, loss_cls: 5.0924, loss: 5.0924, grad_norm: 1.1905 2022-02-07 16:02:00,277 - mmaction - INFO - Epoch [2][880/940] lr: 6.049e-02, eta: 3 days, 14:31:30, time: 1.185, data_time: 0.061, memory: 9497, top1_acc: 0.0512, top5_acc: 0.1641, loss_cls: 5.0958, loss: 5.0958, grad_norm: 1.1556 2022-02-07 16:02:24,071 - mmaction - INFO - Epoch [2][900/940] lr: 6.071e-02, eta: 3 days, 14:26:08, time: 1.190, data_time: 0.058, memory: 9497, top1_acc: 0.0584, top5_acc: 0.1689, loss_cls: 5.0941, loss: 5.0941, grad_norm: 1.1487 2022-02-07 16:02:47,945 - mmaction - INFO - Epoch [2][920/940] lr: 6.094e-02, eta: 3 days, 14:21:01, time: 1.194, data_time: 0.063, memory: 9497, top1_acc: 0.0645, top5_acc: 0.1771, loss_cls: 5.0749, loss: 5.0749, grad_norm: 1.1933 2022-02-07 16:03:11,028 - mmaction - INFO - Epoch [2][940/940] lr: 6.117e-02, eta: 3 days, 14:14:20, time: 1.154, data_time: 0.056, memory: 9497, top1_acc: 0.0629, top5_acc: 0.1759, loss_cls: 5.0436, loss: 5.0436, grad_norm: 1.1690 2022-02-07 16:05:40,766 - mmaction - INFO - Epoch [3][20/940] lr: 6.139e-02, eta: 3 days, 18:26:30, time: 7.331, data_time: 5.748, memory: 9497, top1_acc: 0.0535, top5_acc: 0.1689, loss_cls: 5.0829, loss: 5.0829, grad_norm: 1.1794 2022-02-07 16:06:03,641 - mmaction - INFO - Epoch [3][40/940] lr: 6.162e-02, eta: 3 days, 18:16:57, time: 1.144, data_time: 0.045, memory: 9497, top1_acc: 0.0535, top5_acc: 0.1586, loss_cls: 5.0973, loss: 5.0973, grad_norm: 1.2033 2022-02-07 16:06:26,775 - mmaction - INFO - Epoch [3][60/940] lr: 6.184e-02, eta: 3 days, 18:08:04, time: 1.156, data_time: 0.045, memory: 9497, top1_acc: 0.0549, top5_acc: 0.1699, loss_cls: 5.0631, loss: 5.0631, grad_norm: 1.1991 2022-02-07 16:06:49,913 - mmaction - INFO - Epoch [3][80/940] lr: 6.207e-02, eta: 3 days, 17:59:24, time: 1.157, data_time: 0.045, memory: 9497, top1_acc: 0.0680, top5_acc: 0.1771, loss_cls: 5.0389, loss: 5.0389, grad_norm: 1.1976 2022-02-07 16:07:13,211 - mmaction - INFO - Epoch [3][100/940] lr: 6.229e-02, eta: 3 days, 17:51:15, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.0549, top5_acc: 0.1654, loss_cls: 5.0700, loss: 5.0700, grad_norm: 1.1770 2022-02-07 16:07:36,541 - mmaction - INFO - Epoch [3][120/940] lr: 6.252e-02, eta: 3 days, 17:43:15, time: 1.166, data_time: 0.047, memory: 9497, top1_acc: 0.0600, top5_acc: 0.1805, loss_cls: 5.0255, loss: 5.0255, grad_norm: 1.1626 2022-02-07 16:07:59,896 - mmaction - INFO - Epoch [3][140/940] lr: 6.274e-02, eta: 3 days, 17:35:31, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.0566, top5_acc: 0.1816, loss_cls: 5.0404, loss: 5.0404, grad_norm: 1.1898 2022-02-07 16:08:23,349 - mmaction - INFO - Epoch [3][160/940] lr: 6.297e-02, eta: 3 days, 17:28:02, time: 1.171, data_time: 0.046, memory: 9497, top1_acc: 0.0654, top5_acc: 0.1846, loss_cls: 5.0251, loss: 5.0251, grad_norm: 1.1600 2022-02-07 16:08:46,892 - mmaction - INFO - Epoch [3][180/940] lr: 6.319e-02, eta: 3 days, 17:20:57, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.0629, top5_acc: 0.1838, loss_cls: 5.0007, loss: 5.0007, grad_norm: 1.1488 2022-02-07 16:09:10,245 - mmaction - INFO - Epoch [3][200/940] lr: 6.342e-02, eta: 3 days, 17:13:35, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.0617, top5_acc: 0.1791, loss_cls: 5.0105, loss: 5.0105, grad_norm: 1.1556 2022-02-07 16:09:33,682 - mmaction - INFO - Epoch [3][220/940] lr: 6.364e-02, eta: 3 days, 17:06:32, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.0572, top5_acc: 0.1783, loss_cls: 5.0449, loss: 5.0449, grad_norm: 1.2035 2022-02-07 16:09:57,164 - mmaction - INFO - Epoch [3][240/940] lr: 6.387e-02, eta: 3 days, 16:59:41, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.0643, top5_acc: 0.1840, loss_cls: 4.9858, loss: 4.9858, grad_norm: 1.1879 2022-02-07 16:10:20,692 - mmaction - INFO - Epoch [3][260/940] lr: 6.409e-02, eta: 3 days, 16:53:02, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.0574, top5_acc: 0.1791, loss_cls: 5.0172, loss: 5.0172, grad_norm: 1.1754 2022-02-07 16:10:44,233 - mmaction - INFO - Epoch [3][280/940] lr: 6.432e-02, eta: 3 days, 16:46:32, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.0641, top5_acc: 0.1863, loss_cls: 5.0119, loss: 5.0119, grad_norm: 1.1783 2022-02-07 16:11:07,565 - mmaction - INFO - Epoch [3][300/940] lr: 6.454e-02, eta: 3 days, 16:39:45, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.0607, top5_acc: 0.1805, loss_cls: 5.0257, loss: 5.0257, grad_norm: 1.1427 2022-02-07 16:11:30,939 - mmaction - INFO - Epoch [3][320/940] lr: 6.477e-02, eta: 3 days, 16:33:10, time: 1.169, data_time: 0.059, memory: 9497, top1_acc: 0.0588, top5_acc: 0.1781, loss_cls: 5.0178, loss: 5.0178, grad_norm: 1.1415 2022-02-07 16:11:54,321 - mmaction - INFO - Epoch [3][340/940] lr: 6.499e-02, eta: 3 days, 16:26:43, time: 1.169, data_time: 0.062, memory: 9497, top1_acc: 0.0688, top5_acc: 0.1908, loss_cls: 4.9779, loss: 4.9779, grad_norm: 1.1520 2022-02-07 16:12:17,716 - mmaction - INFO - Epoch [3][360/940] lr: 6.522e-02, eta: 3 days, 16:20:25, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.0695, top5_acc: 0.1908, loss_cls: 5.0021, loss: 5.0021, grad_norm: 1.1368 2022-02-07 16:12:41,189 - mmaction - INFO - Epoch [3][380/940] lr: 6.545e-02, eta: 3 days, 16:14:18, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.0613, top5_acc: 0.1918, loss_cls: 4.9868, loss: 4.9868, grad_norm: 1.1719 2022-02-07 16:13:04,636 - mmaction - INFO - Epoch [3][400/940] lr: 6.567e-02, eta: 3 days, 16:08:17, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.0607, top5_acc: 0.1805, loss_cls: 5.0259, loss: 5.0259, grad_norm: 1.1865 2022-02-07 16:13:28,065 - mmaction - INFO - Epoch [3][420/940] lr: 6.590e-02, eta: 3 days, 16:02:19, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.0637, top5_acc: 0.1822, loss_cls: 5.0110, loss: 5.0110, grad_norm: 1.1555 2022-02-07 16:13:51,526 - mmaction - INFO - Epoch [3][440/940] lr: 6.612e-02, eta: 3 days, 15:56:30, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.0727, top5_acc: 0.1912, loss_cls: 4.9557, loss: 4.9557, grad_norm: 1.1449 2022-02-07 16:14:15,095 - mmaction - INFO - Epoch [3][460/940] lr: 6.635e-02, eta: 3 days, 15:50:59, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.0684, top5_acc: 0.1891, loss_cls: 4.9712, loss: 4.9712, grad_norm: 1.1639 2022-02-07 16:14:38,490 - mmaction - INFO - Epoch [3][480/940] lr: 6.657e-02, eta: 3 days, 15:45:16, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.0646, top5_acc: 0.1932, loss_cls: 4.9781, loss: 4.9781, grad_norm: 1.1367 2022-02-07 16:15:01,952 - mmaction - INFO - Epoch [3][500/940] lr: 6.680e-02, eta: 3 days, 15:39:42, time: 1.172, data_time: 0.063, memory: 9497, top1_acc: 0.0666, top5_acc: 0.1965, loss_cls: 4.9749, loss: 4.9749, grad_norm: 1.1859 2022-02-07 16:15:25,324 - mmaction - INFO - Epoch [3][520/940] lr: 6.702e-02, eta: 3 days, 15:34:06, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.0643, top5_acc: 0.1939, loss_cls: 4.9747, loss: 4.9747, grad_norm: 1.1498 2022-02-07 16:15:48,727 - mmaction - INFO - Epoch [3][540/940] lr: 6.725e-02, eta: 3 days, 15:28:38, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.0693, top5_acc: 0.2053, loss_cls: 4.9005, loss: 4.9005, grad_norm: 1.1526 2022-02-07 16:16:12,081 - mmaction - INFO - Epoch [3][560/940] lr: 6.747e-02, eta: 3 days, 15:23:10, time: 1.168, data_time: 0.059, memory: 9497, top1_acc: 0.0645, top5_acc: 0.1904, loss_cls: 4.9624, loss: 4.9624, grad_norm: 1.1557 2022-02-07 16:16:35,516 - mmaction - INFO - Epoch [3][580/940] lr: 6.770e-02, eta: 3 days, 15:17:54, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.0742, top5_acc: 0.2029, loss_cls: 4.9516, loss: 4.9516, grad_norm: 1.1225 2022-02-07 16:16:59,024 - mmaction - INFO - Epoch [3][600/940] lr: 6.792e-02, eta: 3 days, 15:12:51, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.0652, top5_acc: 0.1994, loss_cls: 4.9413, loss: 4.9413, grad_norm: 1.1645 2022-02-07 16:17:22,434 - mmaction - INFO - Epoch [3][620/940] lr: 6.815e-02, eta: 3 days, 15:07:44, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.0672, top5_acc: 0.2035, loss_cls: 4.9190, loss: 4.9190, grad_norm: 1.1342 2022-02-07 16:17:45,972 - mmaction - INFO - Epoch [3][640/940] lr: 6.837e-02, eta: 3 days, 15:02:53, time: 1.177, data_time: 0.063, memory: 9497, top1_acc: 0.0662, top5_acc: 0.1938, loss_cls: 4.9741, loss: 4.9741, grad_norm: 1.1912 2022-02-07 16:18:09,464 - mmaction - INFO - Epoch [3][660/940] lr: 6.860e-02, eta: 3 days, 14:58:01, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.0676, top5_acc: 0.1975, loss_cls: 4.9568, loss: 4.9568, grad_norm: 1.1215 2022-02-07 16:18:33,131 - mmaction - INFO - Epoch [3][680/940] lr: 6.882e-02, eta: 3 days, 14:53:30, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.0691, top5_acc: 0.2002, loss_cls: 4.9354, loss: 4.9354, grad_norm: 1.1165 2022-02-07 16:18:56,729 - mmaction - INFO - Epoch [3][700/940] lr: 6.905e-02, eta: 3 days, 14:48:57, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.0670, top5_acc: 0.1959, loss_cls: 4.9654, loss: 4.9654, grad_norm: 1.1518 2022-02-07 16:19:20,261 - mmaction - INFO - Epoch [3][720/940] lr: 6.928e-02, eta: 3 days, 14:44:21, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.0730, top5_acc: 0.2090, loss_cls: 4.8884, loss: 4.8884, grad_norm: 1.1405 2022-02-07 16:19:43,817 - mmaction - INFO - Epoch [3][740/940] lr: 6.950e-02, eta: 3 days, 14:39:51, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.0725, top5_acc: 0.2010, loss_cls: 4.9068, loss: 4.9068, grad_norm: 1.1610 2022-02-07 16:20:07,351 - mmaction - INFO - Epoch [3][760/940] lr: 6.973e-02, eta: 3 days, 14:35:25, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.0730, top5_acc: 0.2000, loss_cls: 4.9241, loss: 4.9241, grad_norm: 1.1496 2022-02-07 16:20:31,001 - mmaction - INFO - Epoch [3][780/940] lr: 6.995e-02, eta: 3 days, 14:31:09, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.0668, top5_acc: 0.2012, loss_cls: 4.8967, loss: 4.8967, grad_norm: 1.1194 2022-02-07 16:20:54,628 - mmaction - INFO - Epoch [3][800/940] lr: 7.018e-02, eta: 3 days, 14:26:58, time: 1.182, data_time: 0.060, memory: 9497, top1_acc: 0.0795, top5_acc: 0.2131, loss_cls: 4.8998, loss: 4.8998, grad_norm: 1.1462 2022-02-07 16:21:18,175 - mmaction - INFO - Epoch [3][820/940] lr: 7.040e-02, eta: 3 days, 14:22:41, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.0770, top5_acc: 0.2025, loss_cls: 4.9110, loss: 4.9110, grad_norm: 1.1248 2022-02-07 16:21:41,803 - mmaction - INFO - Epoch [3][840/940] lr: 7.063e-02, eta: 3 days, 14:18:35, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.0758, top5_acc: 0.2062, loss_cls: 4.8789, loss: 4.8789, grad_norm: 1.1271 2022-02-07 16:22:05,252 - mmaction - INFO - Epoch [3][860/940] lr: 7.085e-02, eta: 3 days, 14:14:18, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.0727, top5_acc: 0.2059, loss_cls: 4.9049, loss: 4.9049, grad_norm: 1.1534 2022-02-07 16:22:28,806 - mmaction - INFO - Epoch [3][880/940] lr: 7.108e-02, eta: 3 days, 14:10:11, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.0721, top5_acc: 0.2133, loss_cls: 4.8803, loss: 4.8803, grad_norm: 1.1337 2022-02-07 16:22:52,298 - mmaction - INFO - Epoch [3][900/940] lr: 7.130e-02, eta: 3 days, 14:06:04, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.0791, top5_acc: 0.2107, loss_cls: 4.8896, loss: 4.8896, grad_norm: 1.1486 2022-02-07 16:23:15,803 - mmaction - INFO - Epoch [3][920/940] lr: 7.153e-02, eta: 3 days, 14:02:00, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.0777, top5_acc: 0.2076, loss_cls: 4.8522, loss: 4.8522, grad_norm: 1.1587 2022-02-07 16:23:38,173 - mmaction - INFO - Epoch [3][940/940] lr: 7.175e-02, eta: 3 days, 13:56:25, time: 1.119, data_time: 0.056, memory: 9497, top1_acc: 0.0710, top5_acc: 0.2037, loss_cls: 4.9027, loss: 4.9027, grad_norm: 1.1504 2022-02-07 16:26:11,045 - mmaction - INFO - Epoch [4][20/940] lr: 7.198e-02, eta: 3 days, 16:47:42, time: 7.453, data_time: 6.034, memory: 9497, top1_acc: 0.0744, top5_acc: 0.2037, loss_cls: 4.8831, loss: 4.8831, grad_norm: 1.1347 2022-02-07 16:26:34,250 - mmaction - INFO - Epoch [4][40/940] lr: 7.220e-02, eta: 3 days, 16:42:08, time: 1.160, data_time: 0.049, memory: 9497, top1_acc: 0.0748, top5_acc: 0.2072, loss_cls: 4.8615, loss: 4.8615, grad_norm: 1.1044 2022-02-07 16:26:57,356 - mmaction - INFO - Epoch [4][60/940] lr: 7.243e-02, eta: 3 days, 16:36:32, time: 1.155, data_time: 0.044, memory: 9497, top1_acc: 0.0805, top5_acc: 0.2201, loss_cls: 4.8235, loss: 4.8235, grad_norm: 1.1444 2022-02-07 16:27:20,587 - mmaction - INFO - Epoch [4][80/940] lr: 7.265e-02, eta: 3 days, 16:31:08, time: 1.161, data_time: 0.044, memory: 9497, top1_acc: 0.0738, top5_acc: 0.2117, loss_cls: 4.8751, loss: 4.8751, grad_norm: 1.1305 2022-02-07 16:27:43,763 - mmaction - INFO - Epoch [4][100/940] lr: 7.288e-02, eta: 3 days, 16:25:47, time: 1.159, data_time: 0.048, memory: 9497, top1_acc: 0.0844, top5_acc: 0.2115, loss_cls: 4.8591, loss: 4.8591, grad_norm: 1.1419 2022-02-07 16:28:07,130 - mmaction - INFO - Epoch [4][120/940] lr: 7.311e-02, eta: 3 days, 16:20:44, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.0785, top5_acc: 0.2096, loss_cls: 4.8901, loss: 4.8901, grad_norm: 1.1190 2022-02-07 16:28:30,387 - mmaction - INFO - Epoch [4][140/940] lr: 7.333e-02, eta: 3 days, 16:15:36, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.0723, top5_acc: 0.2195, loss_cls: 4.8497, loss: 4.8497, grad_norm: 1.1091 2022-02-07 16:28:53,672 - mmaction - INFO - Epoch [4][160/940] lr: 7.356e-02, eta: 3 days, 16:10:32, time: 1.164, data_time: 0.046, memory: 9497, top1_acc: 0.0736, top5_acc: 0.2143, loss_cls: 4.8749, loss: 4.8749, grad_norm: 1.1435 2022-02-07 16:29:17,064 - mmaction - INFO - Epoch [4][180/940] lr: 7.378e-02, eta: 3 days, 16:05:43, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.0805, top5_acc: 0.2139, loss_cls: 4.8520, loss: 4.8520, grad_norm: 1.1239 2022-02-07 16:29:40,420 - mmaction - INFO - Epoch [4][200/940] lr: 7.401e-02, eta: 3 days, 16:00:55, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.0717, top5_acc: 0.2070, loss_cls: 4.8826, loss: 4.8826, grad_norm: 1.0879 2022-02-07 16:30:03,805 - mmaction - INFO - Epoch [4][220/940] lr: 7.423e-02, eta: 3 days, 15:56:11, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.0711, top5_acc: 0.2080, loss_cls: 4.8511, loss: 4.8511, grad_norm: 1.1870 2022-02-07 16:30:27,177 - mmaction - INFO - Epoch [4][240/940] lr: 7.446e-02, eta: 3 days, 15:51:29, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.0748, top5_acc: 0.2223, loss_cls: 4.8536, loss: 4.8536, grad_norm: 1.1495 2022-02-07 16:30:50,544 - mmaction - INFO - Epoch [4][260/940] lr: 7.468e-02, eta: 3 days, 15:46:51, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.0779, top5_acc: 0.2148, loss_cls: 4.8550, loss: 4.8550, grad_norm: 1.1203 2022-02-07 16:31:13,901 - mmaction - INFO - Epoch [4][280/940] lr: 7.491e-02, eta: 3 days, 15:42:16, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.0781, top5_acc: 0.2143, loss_cls: 4.8511, loss: 4.8511, grad_norm: 1.1565 2022-02-07 16:31:37,361 - mmaction - INFO - Epoch [4][300/940] lr: 7.513e-02, eta: 3 days, 15:37:51, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.0764, top5_acc: 0.2172, loss_cls: 4.8708, loss: 4.8708, grad_norm: 1.0986 2022-02-07 16:32:00,817 - mmaction - INFO - Epoch [4][320/940] lr: 7.536e-02, eta: 3 days, 15:33:31, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.0832, top5_acc: 0.2246, loss_cls: 4.8067, loss: 4.8067, grad_norm: 1.1134 2022-02-07 16:32:24,242 - mmaction - INFO - Epoch [4][340/940] lr: 7.558e-02, eta: 3 days, 15:29:10, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.0734, top5_acc: 0.2211, loss_cls: 4.8076, loss: 4.8076, grad_norm: 1.1224 2022-02-07 16:32:47,614 - mmaction - INFO - Epoch [4][360/940] lr: 7.581e-02, eta: 3 days, 15:24:48, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.0777, top5_acc: 0.2109, loss_cls: 4.8439, loss: 4.8439, grad_norm: 1.1229 2022-02-07 16:33:11,291 - mmaction - INFO - Epoch [4][380/940] lr: 7.603e-02, eta: 3 days, 15:20:52, time: 1.184, data_time: 0.056, memory: 9497, top1_acc: 0.0789, top5_acc: 0.2170, loss_cls: 4.7969, loss: 4.7969, grad_norm: 1.1141 2022-02-07 16:33:34,758 - mmaction - INFO - Epoch [4][400/940] lr: 7.626e-02, eta: 3 days, 15:16:42, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.0846, top5_acc: 0.2346, loss_cls: 4.7700, loss: 4.7700, grad_norm: 1.1182 2022-02-07 16:33:58,388 - mmaction - INFO - Epoch [4][420/940] lr: 7.648e-02, eta: 3 days, 15:12:48, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.0760, top5_acc: 0.2223, loss_cls: 4.7942, loss: 4.7942, grad_norm: 1.1228 2022-02-07 16:34:21,892 - mmaction - INFO - Epoch [4][440/940] lr: 7.671e-02, eta: 3 days, 15:08:47, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.0771, top5_acc: 0.2143, loss_cls: 4.8269, loss: 4.8269, grad_norm: 1.1053 2022-02-07 16:34:45,476 - mmaction - INFO - Epoch [4][460/940] lr: 7.693e-02, eta: 3 days, 15:04:55, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.0857, top5_acc: 0.2223, loss_cls: 4.7868, loss: 4.7868, grad_norm: 1.1266 2022-02-07 16:35:08,891 - mmaction - INFO - Epoch [4][480/940] lr: 7.716e-02, eta: 3 days, 15:00:51, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.0748, top5_acc: 0.2227, loss_cls: 4.7984, loss: 4.7984, grad_norm: 1.1651 2022-02-07 16:35:32,458 - mmaction - INFO - Epoch [4][500/940] lr: 7.739e-02, eta: 3 days, 14:57:03, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.0881, top5_acc: 0.2268, loss_cls: 4.7661, loss: 4.7661, grad_norm: 1.1059 2022-02-07 16:35:55,926 - mmaction - INFO - Epoch [4][520/940] lr: 7.761e-02, eta: 3 days, 14:53:10, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.0793, top5_acc: 0.2180, loss_cls: 4.7886, loss: 4.7886, grad_norm: 1.1423 2022-02-07 16:36:19,516 - mmaction - INFO - Epoch [4][540/940] lr: 7.784e-02, eta: 3 days, 14:49:27, time: 1.179, data_time: 0.048, memory: 9497, top1_acc: 0.0818, top5_acc: 0.2223, loss_cls: 4.8046, loss: 4.8046, grad_norm: 1.1347 2022-02-07 16:36:43,036 - mmaction - INFO - Epoch [4][560/940] lr: 7.806e-02, eta: 3 days, 14:45:43, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.0811, top5_acc: 0.2234, loss_cls: 4.7955, loss: 4.7955, grad_norm: 1.0883 2022-02-07 16:37:06,605 - mmaction - INFO - Epoch [4][580/940] lr: 7.829e-02, eta: 3 days, 14:42:04, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.0807, top5_acc: 0.2383, loss_cls: 4.7810, loss: 4.7810, grad_norm: 1.1290 2022-02-07 16:37:30,240 - mmaction - INFO - Epoch [4][600/940] lr: 7.851e-02, eta: 3 days, 14:38:32, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.0859, top5_acc: 0.2262, loss_cls: 4.7961, loss: 4.7961, grad_norm: 1.1289 2022-02-07 16:37:53,820 - mmaction - INFO - Epoch [4][620/940] lr: 7.874e-02, eta: 3 days, 14:34:59, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.0869, top5_acc: 0.2307, loss_cls: 4.7577, loss: 4.7577, grad_norm: 1.1164 2022-02-07 16:38:17,301 - mmaction - INFO - Epoch [4][640/940] lr: 7.896e-02, eta: 3 days, 14:31:21, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.0820, top5_acc: 0.2283, loss_cls: 4.7530, loss: 4.7530, grad_norm: 1.1194 2022-02-07 16:38:40,791 - mmaction - INFO - Epoch [4][660/940] lr: 7.919e-02, eta: 3 days, 14:27:45, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.0834, top5_acc: 0.2369, loss_cls: 4.7662, loss: 4.7662, grad_norm: 1.1057 2022-02-07 16:39:04,338 - mmaction - INFO - Epoch [4][680/940] lr: 7.941e-02, eta: 3 days, 14:24:16, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.0893, top5_acc: 0.2402, loss_cls: 4.7642, loss: 4.7642, grad_norm: 1.1617 2022-02-07 16:39:27,927 - mmaction - INFO - Epoch [4][700/940] lr: 7.964e-02, eta: 3 days, 14:20:51, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.0846, top5_acc: 0.2324, loss_cls: 4.7513, loss: 4.7513, grad_norm: 1.1489 2022-02-07 16:39:51,575 - mmaction - INFO - Epoch [4][720/940] lr: 7.986e-02, eta: 3 days, 14:17:33, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.0830, top5_acc: 0.2277, loss_cls: 4.7747, loss: 4.7747, grad_norm: 1.1225 2022-02-07 16:40:15,083 - mmaction - INFO - Epoch [4][740/940] lr: 8.009e-02, eta: 3 days, 14:14:07, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.0885, top5_acc: 0.2504, loss_cls: 4.7067, loss: 4.7067, grad_norm: 1.1169 2022-02-07 16:40:38,732 - mmaction - INFO - Epoch [4][760/940] lr: 8.031e-02, eta: 3 days, 14:10:52, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.0844, top5_acc: 0.2344, loss_cls: 4.7402, loss: 4.7402, grad_norm: 1.1264 2022-02-07 16:41:02,237 - mmaction - INFO - Epoch [4][780/940] lr: 8.054e-02, eta: 3 days, 14:07:31, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.0895, top5_acc: 0.2426, loss_cls: 4.7060, loss: 4.7060, grad_norm: 1.0877 2022-02-07 16:41:25,723 - mmaction - INFO - Epoch [4][800/940] lr: 8.076e-02, eta: 3 days, 14:04:10, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.0926, top5_acc: 0.2455, loss_cls: 4.7068, loss: 4.7068, grad_norm: 1.1364 2022-02-07 16:41:49,294 - mmaction - INFO - Epoch [4][820/940] lr: 8.099e-02, eta: 3 days, 14:00:55, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.0844, top5_acc: 0.2340, loss_cls: 4.7493, loss: 4.7493, grad_norm: 1.1284 2022-02-07 16:42:12,960 - mmaction - INFO - Epoch [4][840/940] lr: 8.122e-02, eta: 3 days, 13:57:49, time: 1.183, data_time: 0.053, memory: 9497, top1_acc: 0.0922, top5_acc: 0.2449, loss_cls: 4.7214, loss: 4.7214, grad_norm: 1.1142 2022-02-07 16:42:36,493 - mmaction - INFO - Epoch [4][860/940] lr: 8.144e-02, eta: 3 days, 13:54:37, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.0922, top5_acc: 0.2445, loss_cls: 4.6863, loss: 4.6863, grad_norm: 1.1300 2022-02-07 16:43:00,213 - mmaction - INFO - Epoch [4][880/940] lr: 8.167e-02, eta: 3 days, 13:51:37, time: 1.185, data_time: 0.056, memory: 9497, top1_acc: 0.0961, top5_acc: 0.2475, loss_cls: 4.6943, loss: 4.6943, grad_norm: 1.1577 2022-02-07 16:43:23,740 - mmaction - INFO - Epoch [4][900/940] lr: 8.189e-02, eta: 3 days, 13:48:29, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.0922, top5_acc: 0.2412, loss_cls: 4.7111, loss: 4.7111, grad_norm: 1.1401 2022-02-07 16:43:47,292 - mmaction - INFO - Epoch [4][920/940] lr: 8.212e-02, eta: 3 days, 13:45:23, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.0869, top5_acc: 0.2373, loss_cls: 4.7559, loss: 4.7559, grad_norm: 1.1410 2022-02-07 16:44:09,794 - mmaction - INFO - Epoch [4][940/940] lr: 8.234e-02, eta: 3 days, 13:41:11, time: 1.124, data_time: 0.053, memory: 9497, top1_acc: 0.0925, top5_acc: 0.2429, loss_cls: 4.7030, loss: 4.7030, grad_norm: 1.1000 2022-02-07 16:46:44,868 - mmaction - INFO - Epoch [5][20/940] lr: 8.257e-02, eta: 3 days, 15:53:12, time: 7.643, data_time: 6.174, memory: 9497, top1_acc: 0.0855, top5_acc: 0.2418, loss_cls: 4.6955, loss: 4.6955, grad_norm: 1.1432 2022-02-07 16:47:07,876 - mmaction - INFO - Epoch [5][40/940] lr: 8.279e-02, eta: 3 days, 15:48:53, time: 1.150, data_time: 0.051, memory: 9497, top1_acc: 0.0889, top5_acc: 0.2398, loss_cls: 4.6937, loss: 4.6937, grad_norm: 1.1210 2022-02-07 16:47:31,079 - mmaction - INFO - Epoch [5][60/940] lr: 8.302e-02, eta: 3 days, 15:44:51, time: 1.161, data_time: 0.045, memory: 9497, top1_acc: 0.0988, top5_acc: 0.2615, loss_cls: 4.6374, loss: 4.6374, grad_norm: 1.1377 2022-02-07 16:47:54,257 - mmaction - INFO - Epoch [5][80/940] lr: 8.324e-02, eta: 3 days, 15:40:48, time: 1.158, data_time: 0.048, memory: 9497, top1_acc: 0.0896, top5_acc: 0.2422, loss_cls: 4.7144, loss: 4.7144, grad_norm: 1.1639 2022-02-07 16:48:17,415 - mmaction - INFO - Epoch [5][100/940] lr: 8.347e-02, eta: 3 days, 15:36:47, time: 1.158, data_time: 0.052, memory: 9497, top1_acc: 0.0943, top5_acc: 0.2480, loss_cls: 4.6708, loss: 4.6708, grad_norm: 1.1385 2022-02-07 16:48:40,766 - mmaction - INFO - Epoch [5][120/940] lr: 8.369e-02, eta: 3 days, 15:32:59, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.0941, top5_acc: 0.2439, loss_cls: 4.6977, loss: 4.6977, grad_norm: 1.1318 2022-02-07 16:49:04,016 - mmaction - INFO - Epoch [5][140/940] lr: 8.392e-02, eta: 3 days, 15:29:08, time: 1.162, data_time: 0.055, memory: 9497, top1_acc: 0.0932, top5_acc: 0.2395, loss_cls: 4.6894, loss: 4.6894, grad_norm: 1.1357 2022-02-07 16:49:27,264 - mmaction - INFO - Epoch [5][160/940] lr: 8.414e-02, eta: 3 days, 15:25:18, time: 1.162, data_time: 0.051, memory: 9497, top1_acc: 0.0916, top5_acc: 0.2451, loss_cls: 4.6833, loss: 4.6833, grad_norm: 1.1259 2022-02-07 16:49:50,675 - mmaction - INFO - Epoch [5][180/940] lr: 8.437e-02, eta: 3 days, 15:21:41, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.0918, top5_acc: 0.2506, loss_cls: 4.6553, loss: 4.6553, grad_norm: 1.1127 2022-02-07 16:50:14,086 - mmaction - INFO - Epoch [5][200/940] lr: 8.459e-02, eta: 3 days, 15:18:05, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.0973, top5_acc: 0.2533, loss_cls: 4.6910, loss: 4.6910, grad_norm: 1.1619 2022-02-07 16:50:37,537 - mmaction - INFO - Epoch [5][220/940] lr: 8.482e-02, eta: 3 days, 15:14:34, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.0980, top5_acc: 0.2570, loss_cls: 4.6533, loss: 4.6533, grad_norm: 1.1145 2022-02-07 16:51:00,859 - mmaction - INFO - Epoch [5][240/940] lr: 8.505e-02, eta: 3 days, 15:10:57, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.0953, top5_acc: 0.2520, loss_cls: 4.6657, loss: 4.6657, grad_norm: 1.1615 2022-02-07 16:51:24,245 - mmaction - INFO - Epoch [5][260/940] lr: 8.527e-02, eta: 3 days, 15:07:26, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.1010, top5_acc: 0.2664, loss_cls: 4.6212, loss: 4.6212, grad_norm: 1.1059 2022-02-07 16:51:47,607 - mmaction - INFO - Epoch [5][280/940] lr: 8.550e-02, eta: 3 days, 15:03:54, time: 1.167, data_time: 0.058, memory: 9497, top1_acc: 0.1070, top5_acc: 0.2580, loss_cls: 4.6133, loss: 4.6133, grad_norm: 1.1509 2022-02-07 16:52:11,035 - mmaction - INFO - Epoch [5][300/940] lr: 8.572e-02, eta: 3 days, 15:00:29, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.0869, top5_acc: 0.2531, loss_cls: 4.6728, loss: 4.6728, grad_norm: 1.1509 2022-02-07 16:52:34,466 - mmaction - INFO - Epoch [5][320/940] lr: 8.595e-02, eta: 3 days, 14:57:06, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.0971, top5_acc: 0.2523, loss_cls: 4.6567, loss: 4.6567, grad_norm: 1.1521 2022-02-07 16:52:58,053 - mmaction - INFO - Epoch [5][340/940] lr: 8.617e-02, eta: 3 days, 14:53:53, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.0957, top5_acc: 0.2455, loss_cls: 4.6745, loss: 4.6745, grad_norm: 1.1307 2022-02-07 16:53:21,464 - mmaction - INFO - Epoch [5][360/940] lr: 8.640e-02, eta: 3 days, 14:50:32, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.0908, top5_acc: 0.2586, loss_cls: 4.6825, loss: 4.6825, grad_norm: 1.1137 2022-02-07 16:53:44,928 - mmaction - INFO - Epoch [5][380/940] lr: 8.662e-02, eta: 3 days, 14:47:16, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.1039, top5_acc: 0.2641, loss_cls: 4.6265, loss: 4.6265, grad_norm: 1.1189 2022-02-07 16:54:08,517 - mmaction - INFO - Epoch [5][400/940] lr: 8.685e-02, eta: 3 days, 14:44:09, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.1043, top5_acc: 0.2695, loss_cls: 4.6251, loss: 4.6251, grad_norm: 1.1668 2022-02-07 16:54:32,077 - mmaction - INFO - Epoch [5][420/940] lr: 8.707e-02, eta: 3 days, 14:41:01, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.1043, top5_acc: 0.2564, loss_cls: 4.6287, loss: 4.6287, grad_norm: 1.1663 2022-02-07 16:54:55,473 - mmaction - INFO - Epoch [5][440/940] lr: 8.730e-02, eta: 3 days, 14:37:46, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.0953, top5_acc: 0.2633, loss_cls: 4.6510, loss: 4.6510, grad_norm: 1.1433 2022-02-07 16:55:18,969 - mmaction - INFO - Epoch [5][460/940] lr: 8.752e-02, eta: 3 days, 14:34:38, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.0990, top5_acc: 0.2547, loss_cls: 4.6523, loss: 4.6523, grad_norm: 1.1666 2022-02-07 16:55:42,456 - mmaction - INFO - Epoch [5][480/940] lr: 8.775e-02, eta: 3 days, 14:31:31, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.1031, top5_acc: 0.2717, loss_cls: 4.6090, loss: 4.6090, grad_norm: 1.1396 2022-02-07 16:56:05,842 - mmaction - INFO - Epoch [5][500/940] lr: 8.797e-02, eta: 3 days, 14:28:20, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.0930, top5_acc: 0.2586, loss_cls: 4.6273, loss: 4.6273, grad_norm: 1.1235 2022-02-07 16:56:29,414 - mmaction - INFO - Epoch [5][520/940] lr: 8.820e-02, eta: 3 days, 14:25:21, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.0975, top5_acc: 0.2678, loss_cls: 4.6116, loss: 4.6116, grad_norm: 1.1414 2022-02-07 16:56:52,920 - mmaction - INFO - Epoch [5][540/940] lr: 8.842e-02, eta: 3 days, 14:22:20, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.1064, top5_acc: 0.2689, loss_cls: 4.6018, loss: 4.6018, grad_norm: 1.1678 2022-02-07 16:57:16,443 - mmaction - INFO - Epoch [5][560/940] lr: 8.865e-02, eta: 3 days, 14:19:21, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.1043, top5_acc: 0.2734, loss_cls: 4.5606, loss: 4.5606, grad_norm: 1.1446 2022-02-07 16:57:39,904 - mmaction - INFO - Epoch [5][580/940] lr: 8.887e-02, eta: 3 days, 14:16:20, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.1035, top5_acc: 0.2496, loss_cls: 4.6213, loss: 4.6213, grad_norm: 1.1552 2022-02-07 16:58:03,390 - mmaction - INFO - Epoch [5][600/940] lr: 8.910e-02, eta: 3 days, 14:13:22, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.1059, top5_acc: 0.2711, loss_cls: 4.5927, loss: 4.5927, grad_norm: 1.1644 2022-02-07 16:58:26,834 - mmaction - INFO - Epoch [5][620/940] lr: 8.933e-02, eta: 3 days, 14:10:23, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.1025, top5_acc: 0.2619, loss_cls: 4.6247, loss: 4.6247, grad_norm: 1.1128 2022-02-07 16:58:50,357 - mmaction - INFO - Epoch [5][640/940] lr: 8.955e-02, eta: 3 days, 14:07:29, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.1039, top5_acc: 0.2711, loss_cls: 4.5859, loss: 4.5859, grad_norm: 1.1385 2022-02-07 16:59:13,955 - mmaction - INFO - Epoch [5][660/940] lr: 8.978e-02, eta: 3 days, 14:04:42, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.1021, top5_acc: 0.2605, loss_cls: 4.6243, loss: 4.6243, grad_norm: 1.1508 2022-02-07 16:59:37,372 - mmaction - INFO - Epoch [5][680/940] lr: 9.000e-02, eta: 3 days, 14:01:45, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.1068, top5_acc: 0.2711, loss_cls: 4.5926, loss: 4.5926, grad_norm: 1.1154 2022-02-07 17:00:00,830 - mmaction - INFO - Epoch [5][700/940] lr: 9.023e-02, eta: 3 days, 13:58:53, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.0986, top5_acc: 0.2674, loss_cls: 4.5906, loss: 4.5906, grad_norm: 1.1743 2022-02-07 17:00:25,003 - mmaction - INFO - Epoch [5][720/940] lr: 9.045e-02, eta: 3 days, 13:56:40, time: 1.209, data_time: 0.053, memory: 9497, top1_acc: 0.1084, top5_acc: 0.2770, loss_cls: 4.5627, loss: 4.5627, grad_norm: 1.1774 2022-02-07 17:00:48,450 - mmaction - INFO - Epoch [5][740/940] lr: 9.068e-02, eta: 3 days, 13:53:48, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.1092, top5_acc: 0.2707, loss_cls: 4.5364, loss: 4.5364, grad_norm: 1.1579 2022-02-07 17:01:11,826 - mmaction - INFO - Epoch [5][760/940] lr: 9.090e-02, eta: 3 days, 13:50:55, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.1102, top5_acc: 0.2732, loss_cls: 4.5616, loss: 4.5616, grad_norm: 1.1592 2022-02-07 17:01:35,294 - mmaction - INFO - Epoch [5][780/940] lr: 9.113e-02, eta: 3 days, 13:48:09, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.1074, top5_acc: 0.2777, loss_cls: 4.5611, loss: 4.5611, grad_norm: 1.1653 2022-02-07 17:01:58,686 - mmaction - INFO - Epoch [5][800/940] lr: 9.135e-02, eta: 3 days, 13:45:18, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.1018, top5_acc: 0.2686, loss_cls: 4.5903, loss: 4.5903, grad_norm: 1.1594 2022-02-07 17:02:22,422 - mmaction - INFO - Epoch [5][820/940] lr: 9.158e-02, eta: 3 days, 13:42:47, time: 1.187, data_time: 0.059, memory: 9497, top1_acc: 0.1043, top5_acc: 0.2742, loss_cls: 4.5773, loss: 4.5773, grad_norm: 1.1575 2022-02-07 17:02:46,011 - mmaction - INFO - Epoch [5][840/940] lr: 9.180e-02, eta: 3 days, 13:40:10, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.1031, top5_acc: 0.2672, loss_cls: 4.6040, loss: 4.6040, grad_norm: 1.1499 2022-02-07 17:03:09,665 - mmaction - INFO - Epoch [5][860/940] lr: 9.203e-02, eta: 3 days, 13:37:37, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.1055, top5_acc: 0.2787, loss_cls: 4.5555, loss: 4.5555, grad_norm: 1.1696 2022-02-07 17:03:33,388 - mmaction - INFO - Epoch [5][880/940] lr: 9.225e-02, eta: 3 days, 13:35:09, time: 1.186, data_time: 0.062, memory: 9497, top1_acc: 0.1049, top5_acc: 0.2662, loss_cls: 4.5747, loss: 4.5747, grad_norm: 1.1513 2022-02-07 17:03:57,064 - mmaction - INFO - Epoch [5][900/940] lr: 9.248e-02, eta: 3 days, 13:32:40, time: 1.184, data_time: 0.065, memory: 9497, top1_acc: 0.1037, top5_acc: 0.2812, loss_cls: 4.5592, loss: 4.5592, grad_norm: 1.1711 2022-02-07 17:04:20,696 - mmaction - INFO - Epoch [5][920/940] lr: 9.270e-02, eta: 3 days, 13:30:09, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.1074, top5_acc: 0.2697, loss_cls: 4.5895, loss: 4.5895, grad_norm: 1.1645 2022-02-07 17:04:43,073 - mmaction - INFO - Epoch [5][940/940] lr: 9.293e-02, eta: 3 days, 13:26:37, time: 1.119, data_time: 0.058, memory: 9497, top1_acc: 0.1039, top5_acc: 0.2691, loss_cls: 4.5680, loss: 4.5680, grad_norm: 1.1247 2022-02-07 17:04:46,296 - mmaction - INFO - Saving checkpoint at 5 epochs 2022-02-07 17:07:38,196 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-07 17:07:38,969 - mmaction - INFO - top1_acc 0.0951 top5_acc 0.2641 2022-02-07 17:07:38,970 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-07 17:07:39,005 - mmaction - INFO - mean_acc 0.0950 2022-02-07 17:07:40,237 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_5.pth. 2022-02-07 17:07:40,237 - mmaction - INFO - Best top1_acc is 0.0951 at 5 epoch. 2022-02-07 17:07:40,247 - mmaction - INFO - Epoch(val) [5][78] top1_acc: 0.0951, top5_acc: 0.2641, mean_class_accuracy: 0.0950 2022-02-07 17:10:14,511 - mmaction - INFO - Epoch [6][20/940] lr: 9.316e-02, eta: 3 days, 15:12:48, time: 7.702, data_time: 6.484, memory: 9497, top1_acc: 0.1141, top5_acc: 0.2971, loss_cls: 4.4704, loss: 4.4704, grad_norm: 1.1862 2022-02-07 17:10:37,521 - mmaction - INFO - Epoch [6][40/940] lr: 9.338e-02, eta: 3 days, 15:09:22, time: 1.151, data_time: 0.048, memory: 9497, top1_acc: 0.1086, top5_acc: 0.2795, loss_cls: 4.5134, loss: 4.5134, grad_norm: 1.1857 2022-02-07 17:11:00,634 - mmaction - INFO - Epoch [6][60/940] lr: 9.361e-02, eta: 3 days, 15:06:03, time: 1.156, data_time: 0.043, memory: 9497, top1_acc: 0.1080, top5_acc: 0.2770, loss_cls: 4.5526, loss: 4.5526, grad_norm: 1.1606 2022-02-07 17:11:23,861 - mmaction - INFO - Epoch [6][80/940] lr: 9.383e-02, eta: 3 days, 15:02:50, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.1107, top5_acc: 0.2881, loss_cls: 4.4897, loss: 4.4897, grad_norm: 1.1448 2022-02-07 17:11:46,926 - mmaction - INFO - Epoch [6][100/940] lr: 9.406e-02, eta: 3 days, 14:59:31, time: 1.153, data_time: 0.043, memory: 9497, top1_acc: 0.1166, top5_acc: 0.2924, loss_cls: 4.4806, loss: 4.4806, grad_norm: 1.1867 2022-02-07 17:12:10,223 - mmaction - INFO - Epoch [6][120/940] lr: 9.428e-02, eta: 3 days, 14:56:25, time: 1.165, data_time: 0.041, memory: 9497, top1_acc: 0.1145, top5_acc: 0.2916, loss_cls: 4.4888, loss: 4.4888, grad_norm: 1.1943 2022-02-07 17:12:33,543 - mmaction - INFO - Epoch [6][140/940] lr: 9.451e-02, eta: 3 days, 14:53:21, time: 1.166, data_time: 0.043, memory: 9497, top1_acc: 0.1115, top5_acc: 0.2795, loss_cls: 4.5149, loss: 4.5149, grad_norm: 1.1719 2022-02-07 17:12:56,815 - mmaction - INFO - Epoch [6][160/940] lr: 9.473e-02, eta: 3 days, 14:50:17, time: 1.164, data_time: 0.050, memory: 9497, top1_acc: 0.1029, top5_acc: 0.2846, loss_cls: 4.5132, loss: 4.5132, grad_norm: 1.1598 2022-02-07 17:13:20,244 - mmaction - INFO - Epoch [6][180/940] lr: 9.496e-02, eta: 3 days, 14:47:21, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.1066, top5_acc: 0.2832, loss_cls: 4.5052, loss: 4.5052, grad_norm: 1.1834 2022-02-07 17:13:43,696 - mmaction - INFO - Epoch [6][200/940] lr: 9.518e-02, eta: 3 days, 14:44:28, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.1137, top5_acc: 0.2918, loss_cls: 4.4976, loss: 4.4976, grad_norm: 1.1722 2022-02-07 17:14:07,116 - mmaction - INFO - Epoch [6][220/940] lr: 9.541e-02, eta: 3 days, 14:41:34, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.1277, top5_acc: 0.2961, loss_cls: 4.4624, loss: 4.4624, grad_norm: 1.1845 2022-02-07 17:14:30,457 - mmaction - INFO - Epoch [6][240/940] lr: 9.563e-02, eta: 3 days, 14:38:38, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.1104, top5_acc: 0.2869, loss_cls: 4.5097, loss: 4.5097, grad_norm: 1.2067 2022-02-07 17:14:53,909 - mmaction - INFO - Epoch [6][260/940] lr: 9.586e-02, eta: 3 days, 14:35:48, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.1029, top5_acc: 0.2746, loss_cls: 4.5650, loss: 4.5650, grad_norm: 1.2076 2022-02-07 17:15:17,342 - mmaction - INFO - Epoch [6][280/940] lr: 9.608e-02, eta: 3 days, 14:32:59, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.1158, top5_acc: 0.2967, loss_cls: 4.4607, loss: 4.4607, grad_norm: 1.1790 2022-02-07 17:15:40,728 - mmaction - INFO - Epoch [6][300/940] lr: 9.631e-02, eta: 3 days, 14:30:08, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.1096, top5_acc: 0.2883, loss_cls: 4.5172, loss: 4.5172, grad_norm: 1.2027 2022-02-07 17:16:04,228 - mmaction - INFO - Epoch [6][320/940] lr: 9.653e-02, eta: 3 days, 14:27:24, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.1176, top5_acc: 0.2861, loss_cls: 4.4827, loss: 4.4827, grad_norm: 1.1764 2022-02-07 17:16:27,744 - mmaction - INFO - Epoch [6][340/940] lr: 9.676e-02, eta: 3 days, 14:24:42, time: 1.176, data_time: 0.065, memory: 9497, top1_acc: 0.1186, top5_acc: 0.2852, loss_cls: 4.4534, loss: 4.4534, grad_norm: 1.1729 2022-02-07 17:16:51,290 - mmaction - INFO - Epoch [6][360/940] lr: 9.698e-02, eta: 3 days, 14:22:02, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.1238, top5_acc: 0.2979, loss_cls: 4.4513, loss: 4.4513, grad_norm: 1.1950 2022-02-07 17:17:14,864 - mmaction - INFO - Epoch [6][380/940] lr: 9.721e-02, eta: 3 days, 14:19:25, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.1135, top5_acc: 0.2857, loss_cls: 4.5018, loss: 4.5018, grad_norm: 1.1754 2022-02-07 17:17:38,400 - mmaction - INFO - Epoch [6][400/940] lr: 9.744e-02, eta: 3 days, 14:16:47, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.1174, top5_acc: 0.2957, loss_cls: 4.4676, loss: 4.4676, grad_norm: 1.1897 2022-02-07 17:18:01,959 - mmaction - INFO - Epoch [6][420/940] lr: 9.766e-02, eta: 3 days, 14:14:11, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.1145, top5_acc: 0.2938, loss_cls: 4.4878, loss: 4.4878, grad_norm: 1.2100 2022-02-07 17:18:25,672 - mmaction - INFO - Epoch [6][440/940] lr: 9.789e-02, eta: 3 days, 14:11:43, time: 1.185, data_time: 0.057, memory: 9497, top1_acc: 0.1184, top5_acc: 0.2980, loss_cls: 4.4825, loss: 4.4825, grad_norm: 1.1788 2022-02-07 17:18:49,078 - mmaction - INFO - Epoch [6][460/940] lr: 9.811e-02, eta: 3 days, 14:09:02, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.1174, top5_acc: 0.2973, loss_cls: 4.4530, loss: 4.4530, grad_norm: 1.1746 2022-02-07 17:19:12,544 - mmaction - INFO - Epoch [6][480/940] lr: 9.834e-02, eta: 3 days, 14:06:25, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.1326, top5_acc: 0.3090, loss_cls: 4.3882, loss: 4.3882, grad_norm: 1.1710 2022-02-07 17:19:36,075 - mmaction - INFO - Epoch [6][500/940] lr: 9.856e-02, eta: 3 days, 14:03:52, time: 1.177, data_time: 0.063, memory: 9497, top1_acc: 0.1145, top5_acc: 0.2859, loss_cls: 4.4721, loss: 4.4721, grad_norm: 1.2239 2022-02-07 17:19:59,649 - mmaction - INFO - Epoch [6][520/940] lr: 9.879e-02, eta: 3 days, 14:01:23, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.1244, top5_acc: 0.2947, loss_cls: 4.4177, loss: 4.4177, grad_norm: 1.2045 2022-02-07 17:20:23,248 - mmaction - INFO - Epoch [6][540/940] lr: 9.901e-02, eta: 3 days, 13:58:54, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.1184, top5_acc: 0.3041, loss_cls: 4.4386, loss: 4.4386, grad_norm: 1.1820 2022-02-07 17:20:46,725 - mmaction - INFO - Epoch [6][560/940] lr: 9.924e-02, eta: 3 days, 13:56:22, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.1205, top5_acc: 0.3047, loss_cls: 4.4434, loss: 4.4434, grad_norm: 1.1855 2022-02-07 17:21:10,207 - mmaction - INFO - Epoch [6][580/940] lr: 9.946e-02, eta: 3 days, 13:53:50, time: 1.174, data_time: 0.063, memory: 9497, top1_acc: 0.1170, top5_acc: 0.2973, loss_cls: 4.4194, loss: 4.4194, grad_norm: 1.1863 2022-02-07 17:21:33,728 - mmaction - INFO - Epoch [6][600/940] lr: 9.969e-02, eta: 3 days, 13:51:21, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.1277, top5_acc: 0.3074, loss_cls: 4.3890, loss: 4.3890, grad_norm: 1.1866 2022-02-07 17:21:57,124 - mmaction - INFO - Epoch [6][620/940] lr: 9.991e-02, eta: 3 days, 13:48:48, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.1279, top5_acc: 0.3113, loss_cls: 4.3937, loss: 4.3937, grad_norm: 1.2014 2022-02-07 17:22:20,623 - mmaction - INFO - Epoch [6][640/940] lr: 1.001e-01, eta: 3 days, 13:46:21, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.1236, top5_acc: 0.3045, loss_cls: 4.3881, loss: 4.3881, grad_norm: 1.1950 2022-02-07 17:22:44,038 - mmaction - INFO - Epoch [6][660/940] lr: 1.004e-01, eta: 3 days, 13:43:50, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.1289, top5_acc: 0.3037, loss_cls: 4.4299, loss: 4.4299, grad_norm: 1.2378 2022-02-07 17:23:07,587 - mmaction - INFO - Epoch [6][680/940] lr: 1.006e-01, eta: 3 days, 13:41:26, time: 1.177, data_time: 0.063, memory: 9497, top1_acc: 0.1346, top5_acc: 0.3156, loss_cls: 4.3755, loss: 4.3755, grad_norm: 1.1830 2022-02-07 17:23:31,067 - mmaction - INFO - Epoch [6][700/940] lr: 1.008e-01, eta: 3 days, 13:39:00, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.1199, top5_acc: 0.3004, loss_cls: 4.4197, loss: 4.4197, grad_norm: 1.2053 2022-02-07 17:23:54,555 - mmaction - INFO - Epoch [6][720/940] lr: 1.010e-01, eta: 3 days, 13:36:36, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.1268, top5_acc: 0.3131, loss_cls: 4.3399, loss: 4.3399, grad_norm: 1.1906 2022-02-07 17:24:18,174 - mmaction - INFO - Epoch [6][740/940] lr: 1.013e-01, eta: 3 days, 13:34:18, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.1305, top5_acc: 0.3121, loss_cls: 4.3570, loss: 4.3570, grad_norm: 1.2065 2022-02-07 17:24:41,614 - mmaction - INFO - Epoch [6][760/940] lr: 1.015e-01, eta: 3 days, 13:31:53, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.1314, top5_acc: 0.3107, loss_cls: 4.4167, loss: 4.4167, grad_norm: 1.2259 2022-02-07 17:25:05,044 - mmaction - INFO - Epoch [6][780/940] lr: 1.017e-01, eta: 3 days, 13:29:29, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.1197, top5_acc: 0.3086, loss_cls: 4.4030, loss: 4.4030, grad_norm: 1.2050 2022-02-07 17:25:28,587 - mmaction - INFO - Epoch [6][800/940] lr: 1.019e-01, eta: 3 days, 13:27:10, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.1264, top5_acc: 0.3117, loss_cls: 4.3638, loss: 4.3638, grad_norm: 1.1553 2022-02-07 17:25:52,125 - mmaction - INFO - Epoch [6][820/940] lr: 1.022e-01, eta: 3 days, 13:24:52, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.1287, top5_acc: 0.3254, loss_cls: 4.3538, loss: 4.3538, grad_norm: 1.1503 2022-02-07 17:26:15,679 - mmaction - INFO - Epoch [6][840/940] lr: 1.024e-01, eta: 3 days, 13:22:35, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.1234, top5_acc: 0.3104, loss_cls: 4.3833, loss: 4.3833, grad_norm: 1.2501 2022-02-07 17:26:39,165 - mmaction - INFO - Epoch [6][860/940] lr: 1.026e-01, eta: 3 days, 13:20:16, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.1348, top5_acc: 0.3193, loss_cls: 4.3367, loss: 4.3367, grad_norm: 1.2145 2022-02-07 17:27:02,734 - mmaction - INFO - Epoch [6][880/940] lr: 1.028e-01, eta: 3 days, 13:18:02, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.1273, top5_acc: 0.3187, loss_cls: 4.3781, loss: 4.3781, grad_norm: 1.1896 2022-02-07 17:27:26,375 - mmaction - INFO - Epoch [6][900/940] lr: 1.031e-01, eta: 3 days, 13:15:52, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.1268, top5_acc: 0.3104, loss_cls: 4.3941, loss: 4.3941, grad_norm: 1.1945 2022-02-07 17:27:49,801 - mmaction - INFO - Epoch [6][920/940] lr: 1.033e-01, eta: 3 days, 13:13:33, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.1332, top5_acc: 0.3160, loss_cls: 4.3694, loss: 4.3694, grad_norm: 1.1938 2022-02-07 17:28:12,120 - mmaction - INFO - Epoch [6][940/940] lr: 1.035e-01, eta: 3 days, 13:10:29, time: 1.116, data_time: 0.056, memory: 9497, top1_acc: 0.1333, top5_acc: 0.3194, loss_cls: 4.3447, loss: 4.3447, grad_norm: 1.2360 2022-02-07 17:30:40,900 - mmaction - INFO - Epoch [7][20/940] lr: 1.037e-01, eta: 3 days, 14:33:14, time: 7.316, data_time: 5.941, memory: 9497, top1_acc: 0.1322, top5_acc: 0.3113, loss_cls: 4.3535, loss: 4.3535, grad_norm: 1.1974 2022-02-07 17:31:03,914 - mmaction - INFO - Epoch [7][40/940] lr: 1.040e-01, eta: 3 days, 14:30:23, time: 1.152, data_time: 0.050, memory: 9497, top1_acc: 0.1352, top5_acc: 0.3230, loss_cls: 4.3770, loss: 4.3770, grad_norm: 1.1959 2022-02-07 17:31:27,110 - mmaction - INFO - Epoch [7][60/940] lr: 1.042e-01, eta: 3 days, 14:27:40, time: 1.160, data_time: 0.045, memory: 9497, top1_acc: 0.1299, top5_acc: 0.3215, loss_cls: 4.3241, loss: 4.3241, grad_norm: 1.1894 2022-02-07 17:31:50,483 - mmaction - INFO - Epoch [7][80/940] lr: 1.044e-01, eta: 3 days, 14:25:06, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.1367, top5_acc: 0.3299, loss_cls: 4.2939, loss: 4.2939, grad_norm: 1.2290 2022-02-07 17:32:13,824 - mmaction - INFO - Epoch [7][100/940] lr: 1.046e-01, eta: 3 days, 14:22:30, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.1326, top5_acc: 0.3168, loss_cls: 4.3681, loss: 4.3681, grad_norm: 1.2410 2022-02-07 17:32:37,118 - mmaction - INFO - Epoch [7][120/940] lr: 1.049e-01, eta: 3 days, 14:19:54, time: 1.165, data_time: 0.046, memory: 9497, top1_acc: 0.1371, top5_acc: 0.3271, loss_cls: 4.3072, loss: 4.3072, grad_norm: 1.2130 2022-02-07 17:33:00,461 - mmaction - INFO - Epoch [7][140/940] lr: 1.051e-01, eta: 3 days, 14:17:21, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.1363, top5_acc: 0.3312, loss_cls: 4.2674, loss: 4.2674, grad_norm: 1.2081 2022-02-07 17:33:23,792 - mmaction - INFO - Epoch [7][160/940] lr: 1.053e-01, eta: 3 days, 14:14:48, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.1334, top5_acc: 0.3227, loss_cls: 4.3362, loss: 4.3362, grad_norm: 1.2212 2022-02-07 17:33:47,263 - mmaction - INFO - Epoch [7][180/940] lr: 1.055e-01, eta: 3 days, 14:12:21, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.1291, top5_acc: 0.3371, loss_cls: 4.2883, loss: 4.2883, grad_norm: 1.2289 2022-02-07 17:34:10,644 - mmaction - INFO - Epoch [7][200/940] lr: 1.058e-01, eta: 3 days, 14:09:52, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.1363, top5_acc: 0.3266, loss_cls: 4.3357, loss: 4.3357, grad_norm: 1.2597 2022-02-07 17:34:33,976 - mmaction - INFO - Epoch [7][220/940] lr: 1.060e-01, eta: 3 days, 14:07:22, time: 1.167, data_time: 0.056, memory: 9497, top1_acc: 0.1268, top5_acc: 0.3146, loss_cls: 4.3253, loss: 4.3253, grad_norm: 1.2223 2022-02-07 17:34:57,276 - mmaction - INFO - Epoch [7][240/940] lr: 1.062e-01, eta: 3 days, 14:04:52, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.1424, top5_acc: 0.3285, loss_cls: 4.2953, loss: 4.2953, grad_norm: 1.2125 2022-02-07 17:35:20,671 - mmaction - INFO - Epoch [7][260/940] lr: 1.064e-01, eta: 3 days, 14:02:26, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.1363, top5_acc: 0.3396, loss_cls: 4.2756, loss: 4.2756, grad_norm: 1.2161 2022-02-07 17:35:44,175 - mmaction - INFO - Epoch [7][280/940] lr: 1.067e-01, eta: 3 days, 14:00:05, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.1338, top5_acc: 0.3383, loss_cls: 4.2854, loss: 4.2854, grad_norm: 1.2585 2022-02-07 17:36:07,624 - mmaction - INFO - Epoch [7][300/940] lr: 1.069e-01, eta: 3 days, 13:57:42, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.1297, top5_acc: 0.3205, loss_cls: 4.3148, loss: 4.3148, grad_norm: 1.2323 2022-02-07 17:36:30,948 - mmaction - INFO - Epoch [7][320/940] lr: 1.071e-01, eta: 3 days, 13:55:16, time: 1.166, data_time: 0.057, memory: 9497, top1_acc: 0.1365, top5_acc: 0.3430, loss_cls: 4.2481, loss: 4.2481, grad_norm: 1.2059 2022-02-07 17:36:54,323 - mmaction - INFO - Epoch [7][340/940] lr: 1.073e-01, eta: 3 days, 13:52:53, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.1324, top5_acc: 0.3229, loss_cls: 4.3077, loss: 4.3077, grad_norm: 1.2495 2022-02-07 17:37:17,606 - mmaction - INFO - Epoch [7][360/940] lr: 1.076e-01, eta: 3 days, 13:50:26, time: 1.164, data_time: 0.060, memory: 9497, top1_acc: 0.1480, top5_acc: 0.3311, loss_cls: 4.2750, loss: 4.2750, grad_norm: 1.2271 2022-02-07 17:37:41,035 - mmaction - INFO - Epoch [7][380/940] lr: 1.078e-01, eta: 3 days, 13:48:06, time: 1.171, data_time: 0.061, memory: 9497, top1_acc: 0.1404, top5_acc: 0.3332, loss_cls: 4.3211, loss: 4.3211, grad_norm: 1.2209 2022-02-07 17:38:04,451 - mmaction - INFO - Epoch [7][400/940] lr: 1.080e-01, eta: 3 days, 13:45:47, time: 1.171, data_time: 0.061, memory: 9497, top1_acc: 0.1383, top5_acc: 0.3363, loss_cls: 4.2797, loss: 4.2797, grad_norm: 1.1865 2022-02-07 17:38:27,960 - mmaction - INFO - Epoch [7][420/940] lr: 1.082e-01, eta: 3 days, 13:43:32, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.1395, top5_acc: 0.3227, loss_cls: 4.3046, loss: 4.3046, grad_norm: 1.2220 2022-02-07 17:38:51,322 - mmaction - INFO - Epoch [7][440/940] lr: 1.085e-01, eta: 3 days, 13:41:12, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.1357, top5_acc: 0.3344, loss_cls: 4.2930, loss: 4.2930, grad_norm: 1.2188 2022-02-07 17:39:14,727 - mmaction - INFO - Epoch [7][460/940] lr: 1.087e-01, eta: 3 days, 13:38:54, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.1412, top5_acc: 0.3369, loss_cls: 4.2286, loss: 4.2286, grad_norm: 1.2102 2022-02-07 17:39:38,236 - mmaction - INFO - Epoch [7][480/940] lr: 1.089e-01, eta: 3 days, 13:36:41, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.1361, top5_acc: 0.3416, loss_cls: 4.2811, loss: 4.2811, grad_norm: 1.2235 2022-02-07 17:40:01,682 - mmaction - INFO - Epoch [7][500/940] lr: 1.092e-01, eta: 3 days, 13:34:26, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.1383, top5_acc: 0.3297, loss_cls: 4.2679, loss: 4.2679, grad_norm: 1.1975 2022-02-07 17:40:25,129 - mmaction - INFO - Epoch [7][520/940] lr: 1.094e-01, eta: 3 days, 13:32:12, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.1449, top5_acc: 0.3406, loss_cls: 4.2747, loss: 4.2747, grad_norm: 1.2221 2022-02-07 17:40:48,542 - mmaction - INFO - Epoch [7][540/940] lr: 1.096e-01, eta: 3 days, 13:29:58, time: 1.171, data_time: 0.065, memory: 9497, top1_acc: 0.1365, top5_acc: 0.3422, loss_cls: 4.2682, loss: 4.2682, grad_norm: 1.2176 2022-02-07 17:41:11,936 - mmaction - INFO - Epoch [7][560/940] lr: 1.098e-01, eta: 3 days, 13:27:43, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.1434, top5_acc: 0.3396, loss_cls: 4.2383, loss: 4.2383, grad_norm: 1.2176 2022-02-07 17:41:35,401 - mmaction - INFO - Epoch [7][580/940] lr: 1.101e-01, eta: 3 days, 13:25:32, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.1453, top5_acc: 0.3383, loss_cls: 4.2470, loss: 4.2470, grad_norm: 1.2211 2022-02-07 17:41:58,906 - mmaction - INFO - Epoch [7][600/940] lr: 1.103e-01, eta: 3 days, 13:23:23, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.1352, top5_acc: 0.3375, loss_cls: 4.2380, loss: 4.2380, grad_norm: 1.2084 2022-02-07 17:42:22,418 - mmaction - INFO - Epoch [7][620/940] lr: 1.105e-01, eta: 3 days, 13:21:15, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.1455, top5_acc: 0.3488, loss_cls: 4.2196, loss: 4.2196, grad_norm: 1.2402 2022-02-07 17:42:46,041 - mmaction - INFO - Epoch [7][640/940] lr: 1.107e-01, eta: 3 days, 13:19:12, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.1451, top5_acc: 0.3395, loss_cls: 4.2635, loss: 4.2635, grad_norm: 1.2553 2022-02-07 17:43:09,572 - mmaction - INFO - Epoch [7][660/940] lr: 1.110e-01, eta: 3 days, 13:17:06, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.1422, top5_acc: 0.3428, loss_cls: 4.2768, loss: 4.2768, grad_norm: 1.1979 2022-02-07 17:43:33,072 - mmaction - INFO - Epoch [7][680/940] lr: 1.112e-01, eta: 3 days, 13:15:00, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.1459, top5_acc: 0.3381, loss_cls: 4.2520, loss: 4.2520, grad_norm: 1.2029 2022-02-07 17:43:56,650 - mmaction - INFO - Epoch [7][700/940] lr: 1.114e-01, eta: 3 days, 13:12:57, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.1486, top5_acc: 0.3533, loss_cls: 4.1979, loss: 4.1979, grad_norm: 1.2233 2022-02-07 17:44:20,231 - mmaction - INFO - Epoch [7][720/940] lr: 1.116e-01, eta: 3 days, 13:10:55, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.1488, top5_acc: 0.3461, loss_cls: 4.2187, loss: 4.2187, grad_norm: 1.1934 2022-02-07 17:44:43,698 - mmaction - INFO - Epoch [7][740/940] lr: 1.119e-01, eta: 3 days, 13:08:50, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.1424, top5_acc: 0.3516, loss_cls: 4.1985, loss: 4.1985, grad_norm: 1.2325 2022-02-07 17:45:07,235 - mmaction - INFO - Epoch [7][760/940] lr: 1.121e-01, eta: 3 days, 13:06:46, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.1471, top5_acc: 0.3484, loss_cls: 4.2059, loss: 4.2059, grad_norm: 1.2172 2022-02-07 17:45:31,171 - mmaction - INFO - Epoch [7][780/940] lr: 1.123e-01, eta: 3 days, 13:05:00, time: 1.198, data_time: 0.061, memory: 9497, top1_acc: 0.1518, top5_acc: 0.3508, loss_cls: 4.2270, loss: 4.2270, grad_norm: 1.2295 2022-02-07 17:45:54,714 - mmaction - INFO - Epoch [7][800/940] lr: 1.125e-01, eta: 3 days, 13:02:58, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.1475, top5_acc: 0.3482, loss_cls: 4.2311, loss: 4.2311, grad_norm: 1.2292 2022-02-07 17:46:18,407 - mmaction - INFO - Epoch [7][820/940] lr: 1.128e-01, eta: 3 days, 13:01:03, time: 1.185, data_time: 0.057, memory: 9497, top1_acc: 0.1447, top5_acc: 0.3484, loss_cls: 4.1910, loss: 4.1910, grad_norm: 1.2438 2022-02-07 17:46:42,153 - mmaction - INFO - Epoch [7][840/940] lr: 1.130e-01, eta: 3 days, 12:59:10, time: 1.187, data_time: 0.060, memory: 9497, top1_acc: 0.1422, top5_acc: 0.3410, loss_cls: 4.2081, loss: 4.2081, grad_norm: 1.2741 2022-02-07 17:47:05,700 - mmaction - INFO - Epoch [7][860/940] lr: 1.132e-01, eta: 3 days, 12:57:11, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.1443, top5_acc: 0.3568, loss_cls: 4.1957, loss: 4.1957, grad_norm: 1.2549 2022-02-07 17:47:29,339 - mmaction - INFO - Epoch [7][880/940] lr: 1.134e-01, eta: 3 days, 12:55:16, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.1445, top5_acc: 0.3447, loss_cls: 4.2208, loss: 4.2208, grad_norm: 1.2143 2022-02-07 17:47:52,947 - mmaction - INFO - Epoch [7][900/940] lr: 1.137e-01, eta: 3 days, 12:53:20, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.1549, top5_acc: 0.3520, loss_cls: 4.1886, loss: 4.1886, grad_norm: 1.2270 2022-02-07 17:48:16,536 - mmaction - INFO - Epoch [7][920/940] lr: 1.139e-01, eta: 3 days, 12:51:24, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.1500, top5_acc: 0.3605, loss_cls: 4.1435, loss: 4.1435, grad_norm: 1.2271 2022-02-07 17:48:38,804 - mmaction - INFO - Epoch [7][940/940] lr: 1.141e-01, eta: 3 days, 12:48:42, time: 1.113, data_time: 0.058, memory: 9497, top1_acc: 0.1487, top5_acc: 0.3525, loss_cls: 4.1773, loss: 4.1773, grad_norm: 1.2590 2022-02-07 17:51:10,765 - mmaction - INFO - Epoch [8][20/940] lr: 1.143e-01, eta: 3 days, 14:01:20, time: 7.486, data_time: 6.180, memory: 9497, top1_acc: 0.1609, top5_acc: 0.3541, loss_cls: 4.1572, loss: 4.1572, grad_norm: 1.2566 2022-02-07 17:51:33,891 - mmaction - INFO - Epoch [8][40/940] lr: 1.146e-01, eta: 3 days, 13:58:55, time: 1.157, data_time: 0.046, memory: 9497, top1_acc: 0.1469, top5_acc: 0.3475, loss_cls: 4.1960, loss: 4.1960, grad_norm: 1.2324 2022-02-07 17:51:57,010 - mmaction - INFO - Epoch [8][60/940] lr: 1.148e-01, eta: 3 days, 13:56:31, time: 1.156, data_time: 0.042, memory: 9497, top1_acc: 0.1490, top5_acc: 0.3543, loss_cls: 4.1600, loss: 4.1600, grad_norm: 1.1986 2022-02-07 17:52:20,272 - mmaction - INFO - Epoch [8][80/940] lr: 1.150e-01, eta: 3 days, 13:54:13, time: 1.163, data_time: 0.041, memory: 9497, top1_acc: 0.1531, top5_acc: 0.3605, loss_cls: 4.1861, loss: 4.1861, grad_norm: 1.2351 2022-02-07 17:52:43,499 - mmaction - INFO - Epoch [8][100/940] lr: 1.152e-01, eta: 3 days, 13:51:54, time: 1.161, data_time: 0.044, memory: 9497, top1_acc: 0.1477, top5_acc: 0.3520, loss_cls: 4.1827, loss: 4.1827, grad_norm: 1.2436 2022-02-07 17:53:06,763 - mmaction - INFO - Epoch [8][120/940] lr: 1.155e-01, eta: 3 days, 13:49:38, time: 1.163, data_time: 0.044, memory: 9497, top1_acc: 0.1600, top5_acc: 0.3799, loss_cls: 4.1032, loss: 4.1032, grad_norm: 1.2160 2022-02-07 17:53:30,065 - mmaction - INFO - Epoch [8][140/940] lr: 1.157e-01, eta: 3 days, 13:47:23, time: 1.165, data_time: 0.045, memory: 9497, top1_acc: 0.1600, top5_acc: 0.3697, loss_cls: 4.1285, loss: 4.1285, grad_norm: 1.2932 2022-02-07 17:53:53,336 - mmaction - INFO - Epoch [8][160/940] lr: 1.159e-01, eta: 3 days, 13:45:08, time: 1.163, data_time: 0.049, memory: 9497, top1_acc: 0.1479, top5_acc: 0.3609, loss_cls: 4.1584, loss: 4.1584, grad_norm: 1.2607 2022-02-07 17:54:16,609 - mmaction - INFO - Epoch [8][180/940] lr: 1.161e-01, eta: 3 days, 13:42:53, time: 1.164, data_time: 0.054, memory: 9497, top1_acc: 0.1518, top5_acc: 0.3605, loss_cls: 4.1511, loss: 4.1511, grad_norm: 1.2691 2022-02-07 17:54:39,988 - mmaction - INFO - Epoch [8][200/940] lr: 1.164e-01, eta: 3 days, 13:40:43, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.1484, top5_acc: 0.3512, loss_cls: 4.1910, loss: 4.1910, grad_norm: 1.2342 2022-02-07 17:55:03,217 - mmaction - INFO - Epoch [8][220/940] lr: 1.166e-01, eta: 3 days, 13:38:28, time: 1.161, data_time: 0.051, memory: 9497, top1_acc: 0.1615, top5_acc: 0.3678, loss_cls: 4.1016, loss: 4.1016, grad_norm: 1.2171 2022-02-07 17:55:26,592 - mmaction - INFO - Epoch [8][240/940] lr: 1.168e-01, eta: 3 days, 13:36:20, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.1613, top5_acc: 0.3602, loss_cls: 4.1004, loss: 4.1004, grad_norm: 1.2852 2022-02-07 17:55:49,942 - mmaction - INFO - Epoch [8][260/940] lr: 1.170e-01, eta: 3 days, 13:34:10, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.1559, top5_acc: 0.3539, loss_cls: 4.1826, loss: 4.1826, grad_norm: 1.2445 2022-02-07 17:56:13,431 - mmaction - INFO - Epoch [8][280/940] lr: 1.173e-01, eta: 3 days, 13:32:06, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.1609, top5_acc: 0.3689, loss_cls: 4.1068, loss: 4.1068, grad_norm: 1.2319 2022-02-07 17:56:36,914 - mmaction - INFO - Epoch [8][300/940] lr: 1.175e-01, eta: 3 days, 13:30:03, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.1547, top5_acc: 0.3625, loss_cls: 4.1607, loss: 4.1607, grad_norm: 1.2190 2022-02-07 17:57:00,394 - mmaction - INFO - Epoch [8][320/940] lr: 1.177e-01, eta: 3 days, 13:28:00, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.1609, top5_acc: 0.3686, loss_cls: 4.1169, loss: 4.1169, grad_norm: 1.2516 2022-02-07 17:57:23,879 - mmaction - INFO - Epoch [8][340/940] lr: 1.179e-01, eta: 3 days, 13:25:57, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.1627, top5_acc: 0.3750, loss_cls: 4.1201, loss: 4.1201, grad_norm: 1.2411 2022-02-07 17:57:47,308 - mmaction - INFO - Epoch [8][360/940] lr: 1.182e-01, eta: 3 days, 13:23:54, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.1637, top5_acc: 0.3639, loss_cls: 4.1439, loss: 4.1439, grad_norm: 1.2393 2022-02-07 17:58:10,682 - mmaction - INFO - Epoch [8][380/940] lr: 1.184e-01, eta: 3 days, 13:21:49, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.1635, top5_acc: 0.3787, loss_cls: 4.0919, loss: 4.0919, grad_norm: 1.2184 2022-02-07 17:58:34,055 - mmaction - INFO - Epoch [8][400/940] lr: 1.186e-01, eta: 3 days, 13:19:45, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.1555, top5_acc: 0.3779, loss_cls: 4.0793, loss: 4.0793, grad_norm: 1.2347 2022-02-07 17:58:57,604 - mmaction - INFO - Epoch [8][420/940] lr: 1.188e-01, eta: 3 days, 13:17:47, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.1525, top5_acc: 0.3604, loss_cls: 4.1461, loss: 4.1461, grad_norm: 1.2466 2022-02-07 17:59:21,156 - mmaction - INFO - Epoch [8][440/940] lr: 1.191e-01, eta: 3 days, 13:15:49, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.1541, top5_acc: 0.3578, loss_cls: 4.1435, loss: 4.1435, grad_norm: 1.2572 2022-02-07 17:59:44,842 - mmaction - INFO - Epoch [8][460/940] lr: 1.193e-01, eta: 3 days, 13:13:57, time: 1.185, data_time: 0.050, memory: 9497, top1_acc: 0.1596, top5_acc: 0.3684, loss_cls: 4.1492, loss: 4.1492, grad_norm: 1.2258 2022-02-07 18:00:09,440 - mmaction - INFO - Epoch [8][480/940] lr: 1.195e-01, eta: 3 days, 13:12:35, time: 1.229, data_time: 0.064, memory: 9497, top1_acc: 0.1641, top5_acc: 0.3732, loss_cls: 4.1070, loss: 4.1070, grad_norm: 1.2048 2022-02-07 18:00:33,061 - mmaction - INFO - Epoch [8][500/940] lr: 1.197e-01, eta: 3 days, 13:10:42, time: 1.181, data_time: 0.049, memory: 9497, top1_acc: 0.1525, top5_acc: 0.3639, loss_cls: 4.1460, loss: 4.1460, grad_norm: 1.2320 2022-02-07 18:00:56,813 - mmaction - INFO - Epoch [8][520/940] lr: 1.200e-01, eta: 3 days, 13:08:53, time: 1.188, data_time: 0.055, memory: 9497, top1_acc: 0.1582, top5_acc: 0.3770, loss_cls: 4.1061, loss: 4.1061, grad_norm: 1.2155 2022-02-07 18:01:20,565 - mmaction - INFO - Epoch [8][540/940] lr: 1.202e-01, eta: 3 days, 13:07:05, time: 1.188, data_time: 0.057, memory: 9497, top1_acc: 0.1607, top5_acc: 0.3752, loss_cls: 4.0629, loss: 4.0629, grad_norm: 1.2739 2022-02-07 18:01:44,125 - mmaction - INFO - Epoch [8][560/940] lr: 1.204e-01, eta: 3 days, 13:05:11, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.1684, top5_acc: 0.3795, loss_cls: 4.0564, loss: 4.0564, grad_norm: 1.2160 2022-02-07 18:02:07,608 - mmaction - INFO - Epoch [8][580/940] lr: 1.206e-01, eta: 3 days, 13:03:15, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.1648, top5_acc: 0.3885, loss_cls: 4.0521, loss: 4.0521, grad_norm: 1.2495 2022-02-07 18:02:31,066 - mmaction - INFO - Epoch [8][600/940] lr: 1.209e-01, eta: 3 days, 13:01:19, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.1666, top5_acc: 0.3701, loss_cls: 4.1293, loss: 4.1293, grad_norm: 1.2494 2022-02-07 18:02:54,502 - mmaction - INFO - Epoch [8][620/940] lr: 1.211e-01, eta: 3 days, 12:59:22, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.1580, top5_acc: 0.3693, loss_cls: 4.1057, loss: 4.1057, grad_norm: 1.2407 2022-02-07 18:03:17,996 - mmaction - INFO - Epoch [8][640/940] lr: 1.213e-01, eta: 3 days, 12:57:28, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.1744, top5_acc: 0.3936, loss_cls: 4.0097, loss: 4.0097, grad_norm: 1.2496 2022-02-07 18:03:41,434 - mmaction - INFO - Epoch [8][660/940] lr: 1.215e-01, eta: 3 days, 12:55:32, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.1613, top5_acc: 0.3713, loss_cls: 4.1027, loss: 4.1027, grad_norm: 1.2562 2022-02-07 18:04:04,863 - mmaction - INFO - Epoch [8][680/940] lr: 1.218e-01, eta: 3 days, 12:53:37, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.1699, top5_acc: 0.3824, loss_cls: 4.0426, loss: 4.0426, grad_norm: 1.2676 2022-02-07 18:04:28,229 - mmaction - INFO - Epoch [8][700/940] lr: 1.220e-01, eta: 3 days, 12:51:40, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.1646, top5_acc: 0.3775, loss_cls: 4.0886, loss: 4.0886, grad_norm: 1.2637 2022-02-07 18:04:51,797 - mmaction - INFO - Epoch [8][720/940] lr: 1.222e-01, eta: 3 days, 12:49:51, time: 1.178, data_time: 0.047, memory: 9497, top1_acc: 0.1590, top5_acc: 0.3760, loss_cls: 4.1077, loss: 4.1077, grad_norm: 1.2803 2022-02-07 18:05:15,236 - mmaction - INFO - Epoch [8][740/940] lr: 1.224e-01, eta: 3 days, 12:47:57, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.1674, top5_acc: 0.3883, loss_cls: 4.0515, loss: 4.0515, grad_norm: 1.2634 2022-02-07 18:05:38,779 - mmaction - INFO - Epoch [8][760/940] lr: 1.227e-01, eta: 3 days, 12:46:08, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.1686, top5_acc: 0.3814, loss_cls: 4.0823, loss: 4.0823, grad_norm: 1.2340 2022-02-07 18:06:02,160 - mmaction - INFO - Epoch [8][780/940] lr: 1.229e-01, eta: 3 days, 12:44:13, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.1742, top5_acc: 0.3904, loss_cls: 4.0435, loss: 4.0435, grad_norm: 1.2478 2022-02-07 18:06:25,620 - mmaction - INFO - Epoch [8][800/940] lr: 1.231e-01, eta: 3 days, 12:42:22, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.1672, top5_acc: 0.3744, loss_cls: 4.0593, loss: 4.0593, grad_norm: 1.2411 2022-02-07 18:06:49,193 - mmaction - INFO - Epoch [8][820/940] lr: 1.233e-01, eta: 3 days, 12:40:35, time: 1.179, data_time: 0.049, memory: 9497, top1_acc: 0.1680, top5_acc: 0.3861, loss_cls: 4.0735, loss: 4.0735, grad_norm: 1.2493 2022-02-07 18:07:12,705 - mmaction - INFO - Epoch [8][840/940] lr: 1.236e-01, eta: 3 days, 12:38:46, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.1693, top5_acc: 0.3848, loss_cls: 4.0296, loss: 4.0296, grad_norm: 1.2509 2022-02-07 18:07:36,086 - mmaction - INFO - Epoch [8][860/940] lr: 1.238e-01, eta: 3 days, 12:36:54, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.1693, top5_acc: 0.3861, loss_cls: 4.0450, loss: 4.0450, grad_norm: 1.2579 2022-02-07 18:07:59,685 - mmaction - INFO - Epoch [8][880/940] lr: 1.240e-01, eta: 3 days, 12:35:09, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.1691, top5_acc: 0.3854, loss_cls: 4.0618, loss: 4.0618, grad_norm: 1.2758 2022-02-07 18:08:23,075 - mmaction - INFO - Epoch [8][900/940] lr: 1.242e-01, eta: 3 days, 12:33:17, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.1723, top5_acc: 0.3787, loss_cls: 4.0474, loss: 4.0474, grad_norm: 1.2366 2022-02-07 18:08:46,536 - mmaction - INFO - Epoch [8][920/940] lr: 1.245e-01, eta: 3 days, 12:31:29, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.1686, top5_acc: 0.3818, loss_cls: 4.0528, loss: 4.0528, grad_norm: 1.2964 2022-02-07 18:09:08,845 - mmaction - INFO - Epoch [8][940/940] lr: 1.247e-01, eta: 3 days, 12:29:05, time: 1.115, data_time: 0.052, memory: 9497, top1_acc: 0.1676, top5_acc: 0.3793, loss_cls: 4.0768, loss: 4.0768, grad_norm: 1.2674 2022-02-07 18:12:09,574 - mmaction - INFO - Epoch [9][20/940] lr: 1.249e-01, eta: 3 days, 13:45:26, time: 8.756, data_time: 7.402, memory: 9497, top1_acc: 0.1678, top5_acc: 0.3852, loss_cls: 4.0624, loss: 4.0624, grad_norm: 1.2258 2022-02-07 18:12:32,553 - mmaction - INFO - Epoch [9][40/940] lr: 1.251e-01, eta: 3 days, 13:43:13, time: 1.152, data_time: 0.047, memory: 9497, top1_acc: 0.1672, top5_acc: 0.3850, loss_cls: 4.0494, loss: 4.0494, grad_norm: 1.2363 2022-02-07 18:12:55,742 - mmaction - INFO - Epoch [9][60/940] lr: 1.254e-01, eta: 3 days, 13:41:05, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.1758, top5_acc: 0.3973, loss_cls: 3.9800, loss: 3.9800, grad_norm: 1.2599 2022-02-07 18:13:18,895 - mmaction - INFO - Epoch [9][80/940] lr: 1.256e-01, eta: 3 days, 13:38:58, time: 1.158, data_time: 0.044, memory: 9497, top1_acc: 0.1688, top5_acc: 0.3885, loss_cls: 4.0176, loss: 4.0176, grad_norm: 1.2630 2022-02-07 18:13:42,255 - mmaction - INFO - Epoch [9][100/940] lr: 1.258e-01, eta: 3 days, 13:36:56, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.1836, top5_acc: 0.4031, loss_cls: 3.9760, loss: 3.9760, grad_norm: 1.2589 2022-02-07 18:14:05,611 - mmaction - INFO - Epoch [9][120/940] lr: 1.260e-01, eta: 3 days, 13:34:55, time: 1.167, data_time: 0.040, memory: 9497, top1_acc: 0.1818, top5_acc: 0.4039, loss_cls: 3.9433, loss: 3.9433, grad_norm: 1.2618 2022-02-07 18:14:28,884 - mmaction - INFO - Epoch [9][140/940] lr: 1.263e-01, eta: 3 days, 13:32:52, time: 1.164, data_time: 0.055, memory: 9497, top1_acc: 0.1752, top5_acc: 0.3883, loss_cls: 4.0243, loss: 4.0243, grad_norm: 1.2675 2022-02-07 18:14:52,235 - mmaction - INFO - Epoch [9][160/940] lr: 1.265e-01, eta: 3 days, 13:30:52, time: 1.168, data_time: 0.045, memory: 9497, top1_acc: 0.1650, top5_acc: 0.3926, loss_cls: 3.9756, loss: 3.9756, grad_norm: 1.2518 2022-02-07 18:15:15,584 - mmaction - INFO - Epoch [9][180/940] lr: 1.267e-01, eta: 3 days, 13:28:52, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.1699, top5_acc: 0.3975, loss_cls: 4.0423, loss: 4.0423, grad_norm: 1.2583 2022-02-07 18:15:39,012 - mmaction - INFO - Epoch [9][200/940] lr: 1.269e-01, eta: 3 days, 13:26:56, time: 1.171, data_time: 0.046, memory: 9497, top1_acc: 0.1723, top5_acc: 0.3930, loss_cls: 4.0058, loss: 4.0058, grad_norm: 1.2511 2022-02-07 18:16:02,485 - mmaction - INFO - Epoch [9][220/940] lr: 1.272e-01, eta: 3 days, 13:25:01, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.1707, top5_acc: 0.4031, loss_cls: 3.9619, loss: 3.9619, grad_norm: 1.2626 2022-02-07 18:16:25,878 - mmaction - INFO - Epoch [9][240/940] lr: 1.274e-01, eta: 3 days, 13:23:04, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.1830, top5_acc: 0.4029, loss_cls: 3.9735, loss: 3.9735, grad_norm: 1.3003 2022-02-07 18:16:49,458 - mmaction - INFO - Epoch [9][260/940] lr: 1.276e-01, eta: 3 days, 13:21:13, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.1791, top5_acc: 0.3961, loss_cls: 3.9876, loss: 3.9876, grad_norm: 1.2874 2022-02-07 18:17:12,913 - mmaction - INFO - Epoch [9][280/940] lr: 1.278e-01, eta: 3 days, 13:19:20, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.1791, top5_acc: 0.3994, loss_cls: 3.9894, loss: 3.9894, grad_norm: 1.3273 2022-02-07 18:17:36,397 - mmaction - INFO - Epoch [9][300/940] lr: 1.281e-01, eta: 3 days, 13:17:26, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.1762, top5_acc: 0.3947, loss_cls: 3.9727, loss: 3.9727, grad_norm: 1.2500 2022-02-07 18:17:59,842 - mmaction - INFO - Epoch [9][320/940] lr: 1.283e-01, eta: 3 days, 13:15:33, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.1768, top5_acc: 0.3914, loss_cls: 4.0008, loss: 4.0008, grad_norm: 1.2457 2022-02-07 18:18:23,367 - mmaction - INFO - Epoch [9][340/940] lr: 1.285e-01, eta: 3 days, 13:13:42, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.1762, top5_acc: 0.3988, loss_cls: 3.9754, loss: 3.9754, grad_norm: 1.2693 2022-02-07 18:18:47,015 - mmaction - INFO - Epoch [9][360/940] lr: 1.287e-01, eta: 3 days, 13:11:56, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.1721, top5_acc: 0.3973, loss_cls: 3.9859, loss: 3.9859, grad_norm: 1.2681 2022-02-07 18:19:10,467 - mmaction - INFO - Epoch [9][380/940] lr: 1.290e-01, eta: 3 days, 13:10:04, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.1846, top5_acc: 0.3971, loss_cls: 3.9780, loss: 3.9780, grad_norm: 1.2695 2022-02-07 18:19:33,978 - mmaction - INFO - Epoch [9][400/940] lr: 1.292e-01, eta: 3 days, 13:08:14, time: 1.176, data_time: 0.066, memory: 9497, top1_acc: 0.1865, top5_acc: 0.4096, loss_cls: 3.9413, loss: 3.9413, grad_norm: 1.2628 2022-02-07 18:19:57,320 - mmaction - INFO - Epoch [9][420/940] lr: 1.294e-01, eta: 3 days, 13:06:20, time: 1.167, data_time: 0.055, memory: 9497, top1_acc: 0.1766, top5_acc: 0.3945, loss_cls: 3.9755, loss: 3.9755, grad_norm: 1.2624 2022-02-07 18:20:20,802 - mmaction - INFO - Epoch [9][440/940] lr: 1.297e-01, eta: 3 days, 13:04:30, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.1744, top5_acc: 0.3969, loss_cls: 4.0056, loss: 4.0056, grad_norm: 1.2467 2022-02-07 18:20:44,242 - mmaction - INFO - Epoch [9][460/940] lr: 1.299e-01, eta: 3 days, 13:02:40, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.1783, top5_acc: 0.4002, loss_cls: 3.9632, loss: 3.9632, grad_norm: 1.2859 2022-02-07 18:21:07,585 - mmaction - INFO - Epoch [9][480/940] lr: 1.301e-01, eta: 3 days, 13:00:47, time: 1.167, data_time: 0.059, memory: 9497, top1_acc: 0.1803, top5_acc: 0.3971, loss_cls: 3.9574, loss: 3.9574, grad_norm: 1.2482 2022-02-07 18:21:31,028 - mmaction - INFO - Epoch [9][500/940] lr: 1.303e-01, eta: 3 days, 12:58:58, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.1762, top5_acc: 0.3996, loss_cls: 3.9703, loss: 3.9703, grad_norm: 1.2725 2022-02-07 18:21:54,529 - mmaction - INFO - Epoch [9][520/940] lr: 1.306e-01, eta: 3 days, 12:57:10, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.1875, top5_acc: 0.4102, loss_cls: 3.9430, loss: 3.9430, grad_norm: 1.2924 2022-02-07 18:22:18,089 - mmaction - INFO - Epoch [9][540/940] lr: 1.308e-01, eta: 3 days, 12:55:25, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.1779, top5_acc: 0.3873, loss_cls: 4.0302, loss: 4.0302, grad_norm: 1.2718 2022-02-07 18:22:41,673 - mmaction - INFO - Epoch [9][560/940] lr: 1.310e-01, eta: 3 days, 12:53:41, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.1814, top5_acc: 0.4162, loss_cls: 3.9334, loss: 3.9334, grad_norm: 1.2604 2022-02-07 18:23:05,267 - mmaction - INFO - Epoch [9][580/940] lr: 1.312e-01, eta: 3 days, 12:51:58, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.1820, top5_acc: 0.4070, loss_cls: 3.9683, loss: 3.9683, grad_norm: 1.2554 2022-02-07 18:23:28,796 - mmaction - INFO - Epoch [9][600/940] lr: 1.315e-01, eta: 3 days, 12:50:13, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.1797, top5_acc: 0.4082, loss_cls: 3.9525, loss: 3.9525, grad_norm: 1.2550 2022-02-07 18:23:52,297 - mmaction - INFO - Epoch [9][620/940] lr: 1.317e-01, eta: 3 days, 12:48:27, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.1836, top5_acc: 0.4018, loss_cls: 3.9170, loss: 3.9170, grad_norm: 1.2689 2022-02-07 18:24:15,708 - mmaction - INFO - Epoch [9][640/940] lr: 1.319e-01, eta: 3 days, 12:46:40, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.1840, top5_acc: 0.4078, loss_cls: 3.9218, loss: 3.9218, grad_norm: 1.2733 2022-02-07 18:24:39,161 - mmaction - INFO - Epoch [9][660/940] lr: 1.321e-01, eta: 3 days, 12:44:53, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.1830, top5_acc: 0.4158, loss_cls: 3.9109, loss: 3.9109, grad_norm: 1.2722 2022-02-07 18:25:02,716 - mmaction - INFO - Epoch [9][680/940] lr: 1.324e-01, eta: 3 days, 12:43:11, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.1994, top5_acc: 0.4305, loss_cls: 3.8459, loss: 3.8459, grad_norm: 1.2999 2022-02-07 18:25:26,208 - mmaction - INFO - Epoch [9][700/940] lr: 1.326e-01, eta: 3 days, 12:41:27, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.2006, top5_acc: 0.4238, loss_cls: 3.8623, loss: 3.8623, grad_norm: 1.2536 2022-02-07 18:25:49,627 - mmaction - INFO - Epoch [9][720/940] lr: 1.328e-01, eta: 3 days, 12:39:41, time: 1.171, data_time: 0.063, memory: 9497, top1_acc: 0.1803, top5_acc: 0.4064, loss_cls: 3.9503, loss: 3.9503, grad_norm: 1.2706 2022-02-07 18:26:13,089 - mmaction - INFO - Epoch [9][740/940] lr: 1.330e-01, eta: 3 days, 12:37:57, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.1879, top5_acc: 0.4123, loss_cls: 3.9150, loss: 3.9150, grad_norm: 1.2929 2022-02-07 18:26:36,557 - mmaction - INFO - Epoch [9][760/940] lr: 1.333e-01, eta: 3 days, 12:36:14, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.1912, top5_acc: 0.4123, loss_cls: 3.9055, loss: 3.9055, grad_norm: 1.2824 2022-02-07 18:27:00,140 - mmaction - INFO - Epoch [9][780/940] lr: 1.335e-01, eta: 3 days, 12:34:34, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.1900, top5_acc: 0.4111, loss_cls: 3.9294, loss: 3.9294, grad_norm: 1.2954 2022-02-07 18:27:23,603 - mmaction - INFO - Epoch [9][800/940] lr: 1.337e-01, eta: 3 days, 12:32:51, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.1816, top5_acc: 0.4184, loss_cls: 3.9045, loss: 3.9045, grad_norm: 1.3099 2022-02-07 18:27:47,169 - mmaction - INFO - Epoch [9][820/940] lr: 1.339e-01, eta: 3 days, 12:31:11, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.1910, top5_acc: 0.4109, loss_cls: 3.9458, loss: 3.9458, grad_norm: 1.2821 2022-02-07 18:28:10,456 - mmaction - INFO - Epoch [9][840/940] lr: 1.342e-01, eta: 3 days, 12:29:24, time: 1.164, data_time: 0.057, memory: 9497, top1_acc: 0.1811, top5_acc: 0.4164, loss_cls: 3.9262, loss: 3.9262, grad_norm: 1.2577 2022-02-07 18:28:33,942 - mmaction - INFO - Epoch [9][860/940] lr: 1.344e-01, eta: 3 days, 12:27:43, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.1969, top5_acc: 0.4293, loss_cls: 3.8642, loss: 3.8642, grad_norm: 1.2625 2022-02-07 18:28:57,520 - mmaction - INFO - Epoch [9][880/940] lr: 1.346e-01, eta: 3 days, 12:26:05, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.1947, top5_acc: 0.4279, loss_cls: 3.8754, loss: 3.8754, grad_norm: 1.2742 2022-02-07 18:29:21,061 - mmaction - INFO - Epoch [9][900/940] lr: 1.348e-01, eta: 3 days, 12:24:26, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.1893, top5_acc: 0.4146, loss_cls: 3.9233, loss: 3.9233, grad_norm: 1.2733 2022-02-07 18:29:44,730 - mmaction - INFO - Epoch [9][920/940] lr: 1.351e-01, eta: 3 days, 12:22:51, time: 1.183, data_time: 0.061, memory: 9497, top1_acc: 0.1828, top5_acc: 0.4076, loss_cls: 3.9266, loss: 3.9266, grad_norm: 1.2715 2022-02-07 18:30:07,278 - mmaction - INFO - Epoch [9][940/940] lr: 1.353e-01, eta: 3 days, 12:20:46, time: 1.128, data_time: 0.061, memory: 9497, top1_acc: 0.1968, top5_acc: 0.4180, loss_cls: 3.8946, loss: 3.8946, grad_norm: 1.3089 2022-02-07 18:32:42,596 - mmaction - INFO - Epoch [10][20/940] lr: 1.355e-01, eta: 3 days, 13:18:13, time: 7.652, data_time: 6.071, memory: 9497, top1_acc: 0.1980, top5_acc: 0.4129, loss_cls: 3.8920, loss: 3.8920, grad_norm: 1.2746 2022-02-07 18:33:05,622 - mmaction - INFO - Epoch [10][40/940] lr: 1.357e-01, eta: 3 days, 13:16:13, time: 1.151, data_time: 0.045, memory: 9497, top1_acc: 0.1910, top5_acc: 0.4105, loss_cls: 3.8789, loss: 3.8789, grad_norm: 1.2918 2022-02-07 18:33:28,852 - mmaction - INFO - Epoch [10][60/940] lr: 1.360e-01, eta: 3 days, 13:14:19, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.2008, top5_acc: 0.4242, loss_cls: 3.8359, loss: 3.8359, grad_norm: 1.2613 2022-02-07 18:33:52,118 - mmaction - INFO - Epoch [10][80/940] lr: 1.362e-01, eta: 3 days, 13:12:26, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.1865, top5_acc: 0.4131, loss_cls: 3.9103, loss: 3.9103, grad_norm: 1.2929 2022-02-07 18:34:15,396 - mmaction - INFO - Epoch [10][100/940] lr: 1.364e-01, eta: 3 days, 13:10:34, time: 1.164, data_time: 0.044, memory: 9497, top1_acc: 0.1916, top5_acc: 0.4221, loss_cls: 3.8626, loss: 3.8626, grad_norm: 1.2917 2022-02-07 18:34:38,586 - mmaction - INFO - Epoch [10][120/940] lr: 1.366e-01, eta: 3 days, 13:08:40, time: 1.159, data_time: 0.046, memory: 9497, top1_acc: 0.1955, top5_acc: 0.4184, loss_cls: 3.8753, loss: 3.8753, grad_norm: 1.2932 2022-02-07 18:35:01,855 - mmaction - INFO - Epoch [10][140/940] lr: 1.369e-01, eta: 3 days, 13:06:49, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.2115, top5_acc: 0.4357, loss_cls: 3.7794, loss: 3.7794, grad_norm: 1.2857 2022-02-07 18:35:25,160 - mmaction - INFO - Epoch [10][160/940] lr: 1.371e-01, eta: 3 days, 13:04:59, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.2047, top5_acc: 0.4275, loss_cls: 3.8492, loss: 3.8492, grad_norm: 1.3545 2022-02-07 18:35:48,441 - mmaction - INFO - Epoch [10][180/940] lr: 1.373e-01, eta: 3 days, 13:03:09, time: 1.164, data_time: 0.052, memory: 9497, top1_acc: 0.1908, top5_acc: 0.4252, loss_cls: 3.8747, loss: 3.8747, grad_norm: 1.3172 2022-02-07 18:36:11,773 - mmaction - INFO - Epoch [10][200/940] lr: 1.375e-01, eta: 3 days, 13:01:21, time: 1.167, data_time: 0.055, memory: 9497, top1_acc: 0.2043, top5_acc: 0.4387, loss_cls: 3.8408, loss: 3.8408, grad_norm: 1.2853 2022-02-07 18:36:35,165 - mmaction - INFO - Epoch [10][220/940] lr: 1.378e-01, eta: 3 days, 12:59:34, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.1969, top5_acc: 0.4270, loss_cls: 3.8685, loss: 3.8685, grad_norm: 1.2714 2022-02-07 18:36:58,585 - mmaction - INFO - Epoch [10][240/940] lr: 1.380e-01, eta: 3 days, 12:57:48, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.1973, top5_acc: 0.4266, loss_cls: 3.8643, loss: 3.8643, grad_norm: 1.2999 2022-02-07 18:37:21,953 - mmaction - INFO - Epoch [10][260/940] lr: 1.382e-01, eta: 3 days, 12:56:02, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.1953, top5_acc: 0.4148, loss_cls: 3.8622, loss: 3.8622, grad_norm: 1.3064 2022-02-07 18:37:45,367 - mmaction - INFO - Epoch [10][280/940] lr: 1.384e-01, eta: 3 days, 12:54:17, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.1951, top5_acc: 0.4254, loss_cls: 3.8432, loss: 3.8432, grad_norm: 1.2921 2022-02-07 18:38:08,764 - mmaction - INFO - Epoch [10][300/940] lr: 1.387e-01, eta: 3 days, 12:52:32, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.1965, top5_acc: 0.4242, loss_cls: 3.8522, loss: 3.8522, grad_norm: 1.2617 2022-02-07 18:38:32,365 - mmaction - INFO - Epoch [10][320/940] lr: 1.389e-01, eta: 3 days, 12:50:53, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.2135, top5_acc: 0.4371, loss_cls: 3.7845, loss: 3.7845, grad_norm: 1.3104 2022-02-07 18:38:55,884 - mmaction - INFO - Epoch [10][340/940] lr: 1.391e-01, eta: 3 days, 12:49:13, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.2010, top5_acc: 0.4301, loss_cls: 3.8525, loss: 3.8525, grad_norm: 1.3015 2022-02-07 18:39:19,437 - mmaction - INFO - Epoch [10][360/940] lr: 1.393e-01, eta: 3 days, 12:47:33, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.1990, top5_acc: 0.4199, loss_cls: 3.8791, loss: 3.8791, grad_norm: 1.3026 2022-02-07 18:39:42,971 - mmaction - INFO - Epoch [10][380/940] lr: 1.396e-01, eta: 3 days, 12:45:53, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.1975, top5_acc: 0.4303, loss_cls: 3.8473, loss: 3.8473, grad_norm: 1.2883 2022-02-07 18:40:06,557 - mmaction - INFO - Epoch [10][400/940] lr: 1.398e-01, eta: 3 days, 12:44:15, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.1977, top5_acc: 0.4229, loss_cls: 3.8808, loss: 3.8808, grad_norm: 1.2690 2022-02-07 18:40:30,136 - mmaction - INFO - Epoch [10][420/940] lr: 1.400e-01, eta: 3 days, 12:42:37, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.2098, top5_acc: 0.4432, loss_cls: 3.8033, loss: 3.8033, grad_norm: 1.2604 2022-02-07 18:40:53,646 - mmaction - INFO - Epoch [10][440/940] lr: 1.402e-01, eta: 3 days, 12:40:57, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.2043, top5_acc: 0.4352, loss_cls: 3.8165, loss: 3.8165, grad_norm: 1.2916 2022-02-07 18:41:17,126 - mmaction - INFO - Epoch [10][460/940] lr: 1.405e-01, eta: 3 days, 12:39:18, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.1998, top5_acc: 0.4359, loss_cls: 3.7968, loss: 3.7968, grad_norm: 1.2915 2022-02-07 18:41:40,576 - mmaction - INFO - Epoch [10][480/940] lr: 1.407e-01, eta: 3 days, 12:37:37, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.2076, top5_acc: 0.4314, loss_cls: 3.7949, loss: 3.7949, grad_norm: 1.3029 2022-02-07 18:42:04,094 - mmaction - INFO - Epoch [10][500/940] lr: 1.409e-01, eta: 3 days, 12:35:59, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.2010, top5_acc: 0.4277, loss_cls: 3.8543, loss: 3.8543, grad_norm: 1.3040 2022-02-07 18:42:27,514 - mmaction - INFO - Epoch [10][520/940] lr: 1.411e-01, eta: 3 days, 12:34:19, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.1980, top5_acc: 0.4414, loss_cls: 3.7957, loss: 3.7957, grad_norm: 1.3179 2022-02-07 18:42:50,771 - mmaction - INFO - Epoch [10][540/940] lr: 1.414e-01, eta: 3 days, 12:32:34, time: 1.162, data_time: 0.054, memory: 9497, top1_acc: 0.1984, top5_acc: 0.4313, loss_cls: 3.7985, loss: 3.7985, grad_norm: 1.2727 2022-02-07 18:43:14,158 - mmaction - INFO - Epoch [10][560/940] lr: 1.416e-01, eta: 3 days, 12:30:54, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.2037, top5_acc: 0.4387, loss_cls: 3.8207, loss: 3.8207, grad_norm: 1.3219 2022-02-07 18:43:37,613 - mmaction - INFO - Epoch [10][580/940] lr: 1.418e-01, eta: 3 days, 12:29:15, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.1924, top5_acc: 0.4215, loss_cls: 3.8707, loss: 3.8707, grad_norm: 1.2991 2022-02-07 18:44:01,004 - mmaction - INFO - Epoch [10][600/940] lr: 1.420e-01, eta: 3 days, 12:27:36, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.2166, top5_acc: 0.4506, loss_cls: 3.7588, loss: 3.7588, grad_norm: 1.2903 2022-02-07 18:44:24,471 - mmaction - INFO - Epoch [10][620/940] lr: 1.423e-01, eta: 3 days, 12:25:58, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.2094, top5_acc: 0.4342, loss_cls: 3.7992, loss: 3.7992, grad_norm: 1.2949 2022-02-07 18:44:47,995 - mmaction - INFO - Epoch [10][640/940] lr: 1.425e-01, eta: 3 days, 12:24:22, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.2025, top5_acc: 0.4441, loss_cls: 3.8255, loss: 3.8255, grad_norm: 1.3149 2022-02-07 18:45:12,402 - mmaction - INFO - Epoch [10][660/940] lr: 1.427e-01, eta: 3 days, 12:23:10, time: 1.221, data_time: 0.053, memory: 9497, top1_acc: 0.2168, top5_acc: 0.4521, loss_cls: 3.7496, loss: 3.7496, grad_norm: 1.3023 2022-02-07 18:45:35,804 - mmaction - INFO - Epoch [10][680/940] lr: 1.429e-01, eta: 3 days, 12:21:32, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.1994, top5_acc: 0.4203, loss_cls: 3.8266, loss: 3.8266, grad_norm: 1.3033 2022-02-07 18:45:59,439 - mmaction - INFO - Epoch [10][700/940] lr: 1.432e-01, eta: 3 days, 12:20:00, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.2164, top5_acc: 0.4479, loss_cls: 3.7420, loss: 3.7420, grad_norm: 1.3129 2022-02-07 18:46:22,940 - mmaction - INFO - Epoch [10][720/940] lr: 1.434e-01, eta: 3 days, 12:18:25, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.2043, top5_acc: 0.4342, loss_cls: 3.8431, loss: 3.8431, grad_norm: 1.3100 2022-02-07 18:46:46,458 - mmaction - INFO - Epoch [10][740/940] lr: 1.436e-01, eta: 3 days, 12:16:50, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.2051, top5_acc: 0.4365, loss_cls: 3.7992, loss: 3.7992, grad_norm: 1.3174 2022-02-07 18:47:09,939 - mmaction - INFO - Epoch [10][760/940] lr: 1.438e-01, eta: 3 days, 12:15:15, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.2078, top5_acc: 0.4418, loss_cls: 3.7771, loss: 3.7771, grad_norm: 1.3013 2022-02-07 18:47:33,423 - mmaction - INFO - Epoch [10][780/940] lr: 1.441e-01, eta: 3 days, 12:13:41, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.2123, top5_acc: 0.4467, loss_cls: 3.7519, loss: 3.7519, grad_norm: 1.2952 2022-02-07 18:47:56,883 - mmaction - INFO - Epoch [10][800/940] lr: 1.443e-01, eta: 3 days, 12:12:06, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.2127, top5_acc: 0.4242, loss_cls: 3.8475, loss: 3.8475, grad_norm: 1.2675 2022-02-07 18:48:20,344 - mmaction - INFO - Epoch [10][820/940] lr: 1.445e-01, eta: 3 days, 12:10:31, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.2111, top5_acc: 0.4342, loss_cls: 3.7827, loss: 3.7827, grad_norm: 1.3084 2022-02-07 18:48:43,886 - mmaction - INFO - Epoch [10][840/940] lr: 1.447e-01, eta: 3 days, 12:08:59, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.1977, top5_acc: 0.4313, loss_cls: 3.8229, loss: 3.8229, grad_norm: 1.3127 2022-02-07 18:49:07,425 - mmaction - INFO - Epoch [10][860/940] lr: 1.450e-01, eta: 3 days, 12:07:27, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.1965, top5_acc: 0.4445, loss_cls: 3.8179, loss: 3.8179, grad_norm: 1.2722 2022-02-07 18:49:31,005 - mmaction - INFO - Epoch [10][880/940] lr: 1.452e-01, eta: 3 days, 12:05:56, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.2143, top5_acc: 0.4506, loss_cls: 3.7506, loss: 3.7506, grad_norm: 1.2891 2022-02-07 18:49:54,555 - mmaction - INFO - Epoch [10][900/940] lr: 1.454e-01, eta: 3 days, 12:04:25, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.2068, top5_acc: 0.4473, loss_cls: 3.7583, loss: 3.7583, grad_norm: 1.2872 2022-02-07 18:50:18,582 - mmaction - INFO - Epoch [10][920/940] lr: 1.456e-01, eta: 3 days, 12:03:06, time: 1.201, data_time: 0.054, memory: 9497, top1_acc: 0.2141, top5_acc: 0.4379, loss_cls: 3.7765, loss: 3.7765, grad_norm: 1.2994 2022-02-07 18:50:40,845 - mmaction - INFO - Epoch [10][940/940] lr: 1.459e-01, eta: 3 days, 12:01:04, time: 1.114, data_time: 0.055, memory: 9497, top1_acc: 0.2052, top5_acc: 0.4318, loss_cls: 3.8319, loss: 3.8319, grad_norm: 1.3149 2022-02-07 18:50:46,305 - mmaction - INFO - Saving checkpoint at 10 epochs 2022-02-07 18:54:19,942 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-07 18:54:20,706 - mmaction - INFO - top1_acc 0.2003 top5_acc 0.4412 2022-02-07 18:54:20,707 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-07 18:54:20,779 - mmaction - INFO - mean_acc 0.2002 2022-02-07 18:54:20,780 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_5.pth was removed 2022-02-07 18:54:22,290 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_10.pth. 2022-02-07 18:54:22,290 - mmaction - INFO - Best top1_acc is 0.2003 at 10 epoch. 2022-02-07 18:54:22,305 - mmaction - INFO - Epoch(val) [10][78] top1_acc: 0.2003, top5_acc: 0.4412, mean_class_accuracy: 0.2002 2022-02-07 18:56:39,390 - mmaction - INFO - Epoch [11][20/940] lr: 1.461e-01, eta: 3 days, 12:46:00, time: 6.852, data_time: 5.549, memory: 9497, top1_acc: 0.2084, top5_acc: 0.4408, loss_cls: 3.7622, loss: 3.7622, grad_norm: 1.3120 2022-02-07 18:57:02,471 - mmaction - INFO - Epoch [11][40/940] lr: 1.463e-01, eta: 3 days, 12:44:12, time: 1.154, data_time: 0.046, memory: 9497, top1_acc: 0.2205, top5_acc: 0.4621, loss_cls: 3.6861, loss: 3.6861, grad_norm: 1.3070 2022-02-07 18:57:25,539 - mmaction - INFO - Epoch [11][60/940] lr: 1.465e-01, eta: 3 days, 12:42:25, time: 1.153, data_time: 0.047, memory: 9497, top1_acc: 0.2168, top5_acc: 0.4385, loss_cls: 3.7638, loss: 3.7638, grad_norm: 1.3160 2022-02-07 18:57:48,736 - mmaction - INFO - Epoch [11][80/940] lr: 1.468e-01, eta: 3 days, 12:40:41, time: 1.160, data_time: 0.044, memory: 9497, top1_acc: 0.2182, top5_acc: 0.4455, loss_cls: 3.7570, loss: 3.7570, grad_norm: 1.3123 2022-02-07 18:58:11,930 - mmaction - INFO - Epoch [11][100/940] lr: 1.470e-01, eta: 3 days, 12:38:57, time: 1.160, data_time: 0.048, memory: 9497, top1_acc: 0.2166, top5_acc: 0.4461, loss_cls: 3.7437, loss: 3.7437, grad_norm: 1.3101 2022-02-07 18:58:35,067 - mmaction - INFO - Epoch [11][120/940] lr: 1.472e-01, eta: 3 days, 12:37:12, time: 1.156, data_time: 0.050, memory: 9497, top1_acc: 0.2186, top5_acc: 0.4506, loss_cls: 3.7366, loss: 3.7366, grad_norm: 1.3075 2022-02-07 18:58:58,317 - mmaction - INFO - Epoch [11][140/940] lr: 1.474e-01, eta: 3 days, 12:35:30, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.2064, top5_acc: 0.4535, loss_cls: 3.7561, loss: 3.7561, grad_norm: 1.3069 2022-02-07 18:59:21,539 - mmaction - INFO - Epoch [11][160/940] lr: 1.477e-01, eta: 3 days, 12:33:48, time: 1.161, data_time: 0.050, memory: 9497, top1_acc: 0.2125, top5_acc: 0.4500, loss_cls: 3.7283, loss: 3.7283, grad_norm: 1.2783 2022-02-07 18:59:44,832 - mmaction - INFO - Epoch [11][180/940] lr: 1.479e-01, eta: 3 days, 12:32:08, time: 1.165, data_time: 0.057, memory: 9497, top1_acc: 0.2279, top5_acc: 0.4537, loss_cls: 3.7169, loss: 3.7169, grad_norm: 1.3126 2022-02-07 19:00:08,139 - mmaction - INFO - Epoch [11][200/940] lr: 1.481e-01, eta: 3 days, 12:30:29, time: 1.165, data_time: 0.056, memory: 9497, top1_acc: 0.2217, top5_acc: 0.4576, loss_cls: 3.6891, loss: 3.6891, grad_norm: 1.3174 2022-02-07 19:00:31,452 - mmaction - INFO - Epoch [11][220/940] lr: 1.483e-01, eta: 3 days, 12:28:50, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.2092, top5_acc: 0.4475, loss_cls: 3.7586, loss: 3.7586, grad_norm: 1.3003 2022-02-07 19:00:54,785 - mmaction - INFO - Epoch [11][240/940] lr: 1.486e-01, eta: 3 days, 12:27:12, time: 1.167, data_time: 0.055, memory: 9497, top1_acc: 0.2178, top5_acc: 0.4500, loss_cls: 3.7246, loss: 3.7246, grad_norm: 1.3067 2022-02-07 19:01:18,083 - mmaction - INFO - Epoch [11][260/940] lr: 1.488e-01, eta: 3 days, 12:25:33, time: 1.165, data_time: 0.059, memory: 9497, top1_acc: 0.2193, top5_acc: 0.4547, loss_cls: 3.7234, loss: 3.7234, grad_norm: 1.3064 2022-02-07 19:01:41,572 - mmaction - INFO - Epoch [11][280/940] lr: 1.490e-01, eta: 3 days, 12:24:00, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.2164, top5_acc: 0.4467, loss_cls: 3.7533, loss: 3.7533, grad_norm: 1.2885 2022-02-07 19:02:05,009 - mmaction - INFO - Epoch [11][300/940] lr: 1.493e-01, eta: 3 days, 12:22:25, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.2168, top5_acc: 0.4590, loss_cls: 3.6948, loss: 3.6948, grad_norm: 1.3086 2022-02-07 19:02:28,385 - mmaction - INFO - Epoch [11][320/940] lr: 1.495e-01, eta: 3 days, 12:20:49, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.2176, top5_acc: 0.4529, loss_cls: 3.7549, loss: 3.7549, grad_norm: 1.3124 2022-02-07 19:02:51,808 - mmaction - INFO - Epoch [11][340/940] lr: 1.497e-01, eta: 3 days, 12:19:14, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.2223, top5_acc: 0.4580, loss_cls: 3.7196, loss: 3.7196, grad_norm: 1.3016 2022-02-07 19:03:15,297 - mmaction - INFO - Epoch [11][360/940] lr: 1.499e-01, eta: 3 days, 12:17:42, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.2158, top5_acc: 0.4488, loss_cls: 3.7420, loss: 3.7420, grad_norm: 1.3084 2022-02-07 19:03:38,523 - mmaction - INFO - Epoch [11][380/940] lr: 1.502e-01, eta: 3 days, 12:16:03, time: 1.162, data_time: 0.058, memory: 9497, top1_acc: 0.2254, top5_acc: 0.4562, loss_cls: 3.6876, loss: 3.6876, grad_norm: 1.2897 2022-02-07 19:04:01,807 - mmaction - INFO - Epoch [11][400/940] lr: 1.504e-01, eta: 3 days, 12:14:26, time: 1.164, data_time: 0.062, memory: 9497, top1_acc: 0.2189, top5_acc: 0.4633, loss_cls: 3.6968, loss: 3.6968, grad_norm: 1.3039 2022-02-07 19:04:25,241 - mmaction - INFO - Epoch [11][420/940] lr: 1.506e-01, eta: 3 days, 12:12:53, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.2291, top5_acc: 0.4629, loss_cls: 3.7098, loss: 3.7098, grad_norm: 1.3334 2022-02-07 19:04:48,661 - mmaction - INFO - Epoch [11][440/940] lr: 1.508e-01, eta: 3 days, 12:11:20, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.2148, top5_acc: 0.4418, loss_cls: 3.7474, loss: 3.7474, grad_norm: 1.2905 2022-02-07 19:05:12,035 - mmaction - INFO - Epoch [11][460/940] lr: 1.511e-01, eta: 3 days, 12:09:47, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.2170, top5_acc: 0.4508, loss_cls: 3.7188, loss: 3.7188, grad_norm: 1.3088 2022-02-07 19:05:35,423 - mmaction - INFO - Epoch [11][480/940] lr: 1.513e-01, eta: 3 days, 12:08:13, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.2145, top5_acc: 0.4541, loss_cls: 3.7157, loss: 3.7157, grad_norm: 1.3133 2022-02-07 19:05:58,854 - mmaction - INFO - Epoch [11][500/940] lr: 1.515e-01, eta: 3 days, 12:06:41, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.2062, top5_acc: 0.4455, loss_cls: 3.7617, loss: 3.7617, grad_norm: 1.3193 2022-02-07 19:06:22,375 - mmaction - INFO - Epoch [11][520/940] lr: 1.517e-01, eta: 3 days, 12:05:11, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.2191, top5_acc: 0.4650, loss_cls: 3.6904, loss: 3.6904, grad_norm: 1.3258 2022-02-07 19:06:45,879 - mmaction - INFO - Epoch [11][540/940] lr: 1.520e-01, eta: 3 days, 12:03:41, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.2133, top5_acc: 0.4531, loss_cls: 3.7354, loss: 3.7354, grad_norm: 1.3313 2022-02-07 19:07:09,534 - mmaction - INFO - Epoch [11][560/940] lr: 1.522e-01, eta: 3 days, 12:02:15, time: 1.183, data_time: 0.065, memory: 9497, top1_acc: 0.2189, top5_acc: 0.4510, loss_cls: 3.7259, loss: 3.7259, grad_norm: 1.2760 2022-02-07 19:07:33,003 - mmaction - INFO - Epoch [11][580/940] lr: 1.524e-01, eta: 3 days, 12:00:45, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.2244, top5_acc: 0.4520, loss_cls: 3.6969, loss: 3.6969, grad_norm: 1.3133 2022-02-07 19:07:56,771 - mmaction - INFO - Epoch [11][600/940] lr: 1.526e-01, eta: 3 days, 11:59:23, time: 1.188, data_time: 0.057, memory: 9497, top1_acc: 0.2221, top5_acc: 0.4684, loss_cls: 3.6512, loss: 3.6512, grad_norm: 1.2908 2022-02-07 19:08:20,259 - mmaction - INFO - Epoch [11][620/940] lr: 1.529e-01, eta: 3 days, 11:57:54, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.2248, top5_acc: 0.4604, loss_cls: 3.6967, loss: 3.6967, grad_norm: 1.3062 2022-02-07 19:08:43,844 - mmaction - INFO - Epoch [11][640/940] lr: 1.531e-01, eta: 3 days, 11:56:27, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.2188, top5_acc: 0.4527, loss_cls: 3.7109, loss: 3.7109, grad_norm: 1.2814 2022-02-07 19:09:07,646 - mmaction - INFO - Epoch [11][660/940] lr: 1.533e-01, eta: 3 days, 11:55:05, time: 1.190, data_time: 0.059, memory: 9497, top1_acc: 0.2209, top5_acc: 0.4752, loss_cls: 3.6644, loss: 3.6644, grad_norm: 1.2860 2022-02-07 19:09:31,335 - mmaction - INFO - Epoch [11][680/940] lr: 1.535e-01, eta: 3 days, 11:53:42, time: 1.184, data_time: 0.055, memory: 9497, top1_acc: 0.2289, top5_acc: 0.4654, loss_cls: 3.6702, loss: 3.6702, grad_norm: 1.3432 2022-02-07 19:09:54,655 - mmaction - INFO - Epoch [11][700/940] lr: 1.538e-01, eta: 3 days, 11:52:10, time: 1.166, data_time: 0.061, memory: 9497, top1_acc: 0.2332, top5_acc: 0.4684, loss_cls: 3.6503, loss: 3.6503, grad_norm: 1.3134 2022-02-07 19:10:17,982 - mmaction - INFO - Epoch [11][720/940] lr: 1.540e-01, eta: 3 days, 11:50:39, time: 1.167, data_time: 0.058, memory: 9497, top1_acc: 0.2277, top5_acc: 0.4613, loss_cls: 3.6601, loss: 3.6601, grad_norm: 1.3088 2022-02-07 19:10:41,382 - mmaction - INFO - Epoch [11][740/940] lr: 1.542e-01, eta: 3 days, 11:49:09, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.2281, top5_acc: 0.4699, loss_cls: 3.6627, loss: 3.6627, grad_norm: 1.3519 2022-02-07 19:11:04,859 - mmaction - INFO - Epoch [11][760/940] lr: 1.544e-01, eta: 3 days, 11:47:41, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.2219, top5_acc: 0.4482, loss_cls: 3.7281, loss: 3.7281, grad_norm: 1.3141 2022-02-07 19:11:28,314 - mmaction - INFO - Epoch [11][780/940] lr: 1.547e-01, eta: 3 days, 11:46:13, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.2205, top5_acc: 0.4652, loss_cls: 3.6844, loss: 3.6844, grad_norm: 1.2796 2022-02-07 19:11:51,819 - mmaction - INFO - Epoch [11][800/940] lr: 1.549e-01, eta: 3 days, 11:44:47, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.2182, top5_acc: 0.4586, loss_cls: 3.6933, loss: 3.6933, grad_norm: 1.3133 2022-02-07 19:12:15,419 - mmaction - INFO - Epoch [11][820/940] lr: 1.551e-01, eta: 3 days, 11:43:23, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.2195, top5_acc: 0.4430, loss_cls: 3.7474, loss: 3.7474, grad_norm: 1.3109 2022-02-07 19:12:38,973 - mmaction - INFO - Epoch [11][840/940] lr: 1.553e-01, eta: 3 days, 11:41:58, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.2252, top5_acc: 0.4625, loss_cls: 3.6953, loss: 3.6953, grad_norm: 1.3206 2022-02-07 19:13:02,524 - mmaction - INFO - Epoch [11][860/940] lr: 1.556e-01, eta: 3 days, 11:40:33, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.2299, top5_acc: 0.4666, loss_cls: 3.6758, loss: 3.6758, grad_norm: 1.2979 2022-02-07 19:13:25,910 - mmaction - INFO - Epoch [11][880/940] lr: 1.558e-01, eta: 3 days, 11:39:05, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.2232, top5_acc: 0.4629, loss_cls: 3.6898, loss: 3.6898, grad_norm: 1.3119 2022-02-07 19:13:49,384 - mmaction - INFO - Epoch [11][900/940] lr: 1.560e-01, eta: 3 days, 11:37:40, time: 1.174, data_time: 0.069, memory: 9497, top1_acc: 0.2264, top5_acc: 0.4611, loss_cls: 3.6923, loss: 3.6923, grad_norm: 1.2865 2022-02-07 19:14:13,018 - mmaction - INFO - Epoch [11][920/940] lr: 1.562e-01, eta: 3 days, 11:36:17, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.2313, top5_acc: 0.4752, loss_cls: 3.6459, loss: 3.6459, grad_norm: 1.2977 2022-02-07 19:14:35,325 - mmaction - INFO - Epoch [11][940/940] lr: 1.565e-01, eta: 3 days, 11:34:26, time: 1.116, data_time: 0.056, memory: 9497, top1_acc: 0.2246, top5_acc: 0.4627, loss_cls: 3.6916, loss: 3.6916, grad_norm: 1.3029 2022-02-07 19:17:01,684 - mmaction - INFO - Epoch [12][20/940] lr: 1.567e-01, eta: 3 days, 12:17:28, time: 7.172, data_time: 6.062, memory: 9497, top1_acc: 0.2254, top5_acc: 0.4676, loss_cls: 3.6789, loss: 3.6789, grad_norm: 1.3253 2022-02-07 19:17:24,776 - mmaction - INFO - Epoch [12][40/940] lr: 1.569e-01, eta: 3 days, 12:15:49, time: 1.155, data_time: 0.050, memory: 9497, top1_acc: 0.2398, top5_acc: 0.4838, loss_cls: 3.5825, loss: 3.5825, grad_norm: 1.3310 2022-02-07 19:17:47,786 - mmaction - INFO - Epoch [12][60/940] lr: 1.571e-01, eta: 3 days, 12:14:09, time: 1.151, data_time: 0.042, memory: 9497, top1_acc: 0.2230, top5_acc: 0.4637, loss_cls: 3.6743, loss: 3.6743, grad_norm: 1.3331 2022-02-07 19:18:11,015 - mmaction - INFO - Epoch [12][80/940] lr: 1.574e-01, eta: 3 days, 12:12:34, time: 1.161, data_time: 0.043, memory: 9497, top1_acc: 0.2297, top5_acc: 0.4740, loss_cls: 3.6103, loss: 3.6103, grad_norm: 1.3256 2022-02-07 19:18:34,214 - mmaction - INFO - Epoch [12][100/940] lr: 1.576e-01, eta: 3 days, 12:10:58, time: 1.160, data_time: 0.048, memory: 9497, top1_acc: 0.2275, top5_acc: 0.4723, loss_cls: 3.6399, loss: 3.6399, grad_norm: 1.2952 2022-02-07 19:18:57,413 - mmaction - INFO - Epoch [12][120/940] lr: 1.578e-01, eta: 3 days, 12:09:23, time: 1.160, data_time: 0.043, memory: 9497, top1_acc: 0.2381, top5_acc: 0.4750, loss_cls: 3.6173, loss: 3.6173, grad_norm: 1.3072 2022-02-07 19:19:20,589 - mmaction - INFO - Epoch [12][140/940] lr: 1.580e-01, eta: 3 days, 12:07:47, time: 1.158, data_time: 0.046, memory: 9497, top1_acc: 0.2279, top5_acc: 0.4699, loss_cls: 3.6451, loss: 3.6451, grad_norm: 1.3253 2022-02-07 19:19:43,920 - mmaction - INFO - Epoch [12][160/940] lr: 1.583e-01, eta: 3 days, 12:06:16, time: 1.167, data_time: 0.043, memory: 9497, top1_acc: 0.2414, top5_acc: 0.4807, loss_cls: 3.6033, loss: 3.6033, grad_norm: 1.3220 2022-02-07 19:20:08,469 - mmaction - INFO - Epoch [12][180/940] lr: 1.585e-01, eta: 3 days, 12:05:11, time: 1.228, data_time: 0.047, memory: 9497, top1_acc: 0.2189, top5_acc: 0.4623, loss_cls: 3.6631, loss: 3.6631, grad_norm: 1.3067 2022-02-07 19:20:31,722 - mmaction - INFO - Epoch [12][200/940] lr: 1.587e-01, eta: 3 days, 12:03:38, time: 1.163, data_time: 0.050, memory: 9497, top1_acc: 0.2373, top5_acc: 0.4785, loss_cls: 3.6097, loss: 3.6097, grad_norm: 1.3134 2022-02-07 19:20:55,134 - mmaction - INFO - Epoch [12][220/940] lr: 1.589e-01, eta: 3 days, 12:02:09, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.2346, top5_acc: 0.4727, loss_cls: 3.5916, loss: 3.5916, grad_norm: 1.3098 2022-02-07 19:21:18,634 - mmaction - INFO - Epoch [12][240/940] lr: 1.592e-01, eta: 3 days, 12:00:41, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.2371, top5_acc: 0.4807, loss_cls: 3.6110, loss: 3.6110, grad_norm: 1.3516 2022-02-07 19:21:42,028 - mmaction - INFO - Epoch [12][260/940] lr: 1.594e-01, eta: 3 days, 11:59:12, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.2252, top5_acc: 0.4746, loss_cls: 3.6436, loss: 3.6436, grad_norm: 1.3438 2022-02-07 19:22:05,445 - mmaction - INFO - Epoch [12][280/940] lr: 1.596e-01, eta: 3 days, 11:57:44, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.2258, top5_acc: 0.4623, loss_cls: 3.6746, loss: 3.6746, grad_norm: 1.3341 2022-02-07 19:22:28,843 - mmaction - INFO - Epoch [12][300/940] lr: 1.598e-01, eta: 3 days, 11:56:15, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.2418, top5_acc: 0.4793, loss_cls: 3.5965, loss: 3.5965, grad_norm: 1.3475 2022-02-07 19:22:52,432 - mmaction - INFO - Epoch [12][320/940] lr: 1.601e-01, eta: 3 days, 11:54:51, time: 1.179, data_time: 0.041, memory: 9497, top1_acc: 0.2355, top5_acc: 0.4775, loss_cls: 3.6113, loss: 3.6113, grad_norm: 1.3117 2022-02-07 19:23:15,781 - mmaction - INFO - Epoch [12][340/940] lr: 1.603e-01, eta: 3 days, 11:53:22, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.2223, top5_acc: 0.4652, loss_cls: 3.6581, loss: 3.6581, grad_norm: 1.3154 2022-02-07 19:23:39,237 - mmaction - INFO - Epoch [12][360/940] lr: 1.605e-01, eta: 3 days, 11:51:55, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.2326, top5_acc: 0.4775, loss_cls: 3.6487, loss: 3.6487, grad_norm: 1.3155 2022-02-07 19:24:02,647 - mmaction - INFO - Epoch [12][380/940] lr: 1.607e-01, eta: 3 days, 11:50:28, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.2297, top5_acc: 0.4746, loss_cls: 3.6219, loss: 3.6219, grad_norm: 1.3007 2022-02-07 19:24:26,053 - mmaction - INFO - Epoch [12][400/940] lr: 1.610e-01, eta: 3 days, 11:49:00, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.2346, top5_acc: 0.4789, loss_cls: 3.5967, loss: 3.5967, grad_norm: 1.3193 2022-02-07 19:24:49,442 - mmaction - INFO - Epoch [12][420/940] lr: 1.612e-01, eta: 3 days, 11:47:33, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.2248, top5_acc: 0.4680, loss_cls: 3.6263, loss: 3.6263, grad_norm: 1.3294 2022-02-07 19:25:12,933 - mmaction - INFO - Epoch [12][440/940] lr: 1.614e-01, eta: 3 days, 11:46:08, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.2365, top5_acc: 0.4787, loss_cls: 3.5931, loss: 3.5931, grad_norm: 1.3054 2022-02-07 19:25:36,361 - mmaction - INFO - Epoch [12][460/940] lr: 1.616e-01, eta: 3 days, 11:44:42, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.2355, top5_acc: 0.4840, loss_cls: 3.5911, loss: 3.5911, grad_norm: 1.3075 2022-02-07 19:25:59,974 - mmaction - INFO - Epoch [12][480/940] lr: 1.619e-01, eta: 3 days, 11:43:20, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.2379, top5_acc: 0.4875, loss_cls: 3.5612, loss: 3.5612, grad_norm: 1.3434 2022-02-07 19:26:23,443 - mmaction - INFO - Epoch [12][500/940] lr: 1.621e-01, eta: 3 days, 11:41:55, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.2436, top5_acc: 0.4791, loss_cls: 3.5882, loss: 3.5882, grad_norm: 1.3471 2022-02-07 19:26:46,878 - mmaction - INFO - Epoch [12][520/940] lr: 1.623e-01, eta: 3 days, 11:40:30, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.2473, top5_acc: 0.4844, loss_cls: 3.5799, loss: 3.5799, grad_norm: 1.3005 2022-02-07 19:27:10,308 - mmaction - INFO - Epoch [12][540/940] lr: 1.625e-01, eta: 3 days, 11:39:05, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.2445, top5_acc: 0.4859, loss_cls: 3.5758, loss: 3.5758, grad_norm: 1.3321 2022-02-07 19:27:33,740 - mmaction - INFO - Epoch [12][560/940] lr: 1.628e-01, eta: 3 days, 11:37:40, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.2238, top5_acc: 0.4699, loss_cls: 3.6688, loss: 3.6688, grad_norm: 1.3280 2022-02-07 19:27:57,180 - mmaction - INFO - Epoch [12][580/940] lr: 1.630e-01, eta: 3 days, 11:36:16, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.2363, top5_acc: 0.4799, loss_cls: 3.5934, loss: 3.5934, grad_norm: 1.3367 2022-02-07 19:28:20,657 - mmaction - INFO - Epoch [12][600/940] lr: 1.632e-01, eta: 3 days, 11:34:52, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.2322, top5_acc: 0.4734, loss_cls: 3.6428, loss: 3.6428, grad_norm: 1.3457 2022-02-07 19:28:44,054 - mmaction - INFO - Epoch [12][620/940] lr: 1.634e-01, eta: 3 days, 11:33:27, time: 1.170, data_time: 0.060, memory: 9497, top1_acc: 0.2219, top5_acc: 0.4715, loss_cls: 3.6427, loss: 3.6427, grad_norm: 1.3216 2022-02-07 19:29:07,581 - mmaction - INFO - Epoch [12][640/940] lr: 1.637e-01, eta: 3 days, 11:32:05, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.2344, top5_acc: 0.4861, loss_cls: 3.5932, loss: 3.5932, grad_norm: 1.3149 2022-02-07 19:29:30,838 - mmaction - INFO - Epoch [12][660/940] lr: 1.639e-01, eta: 3 days, 11:30:38, time: 1.163, data_time: 0.059, memory: 9497, top1_acc: 0.2340, top5_acc: 0.4705, loss_cls: 3.6333, loss: 3.6333, grad_norm: 1.3152 2022-02-07 19:29:54,341 - mmaction - INFO - Epoch [12][680/940] lr: 1.641e-01, eta: 3 days, 11:29:16, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.2451, top5_acc: 0.4875, loss_cls: 3.5565, loss: 3.5565, grad_norm: 1.3200 2022-02-07 19:30:18,268 - mmaction - INFO - Epoch [12][700/940] lr: 1.643e-01, eta: 3 days, 11:28:03, time: 1.196, data_time: 0.075, memory: 9497, top1_acc: 0.2410, top5_acc: 0.4896, loss_cls: 3.5552, loss: 3.5552, grad_norm: 1.3377 2022-02-07 19:30:41,825 - mmaction - INFO - Epoch [12][720/940] lr: 1.646e-01, eta: 3 days, 11:26:42, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.2357, top5_acc: 0.4713, loss_cls: 3.6186, loss: 3.6186, grad_norm: 1.3309 2022-02-07 19:31:05,306 - mmaction - INFO - Epoch [12][740/940] lr: 1.648e-01, eta: 3 days, 11:25:20, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.2285, top5_acc: 0.4752, loss_cls: 3.6378, loss: 3.6378, grad_norm: 1.3291 2022-02-07 19:31:28,719 - mmaction - INFO - Epoch [12][760/940] lr: 1.650e-01, eta: 3 days, 11:23:57, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.2273, top5_acc: 0.4799, loss_cls: 3.6083, loss: 3.6083, grad_norm: 1.3249 2022-02-07 19:31:52,099 - mmaction - INFO - Epoch [12][780/940] lr: 1.652e-01, eta: 3 days, 11:22:34, time: 1.170, data_time: 0.062, memory: 9497, top1_acc: 0.2271, top5_acc: 0.4799, loss_cls: 3.6204, loss: 3.6204, grad_norm: 1.3254 2022-02-07 19:32:15,460 - mmaction - INFO - Epoch [12][800/940] lr: 1.655e-01, eta: 3 days, 11:21:10, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.2451, top5_acc: 0.4820, loss_cls: 3.5849, loss: 3.5849, grad_norm: 1.3059 2022-02-07 19:32:38,922 - mmaction - INFO - Epoch [12][820/940] lr: 1.657e-01, eta: 3 days, 11:19:49, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.2313, top5_acc: 0.4711, loss_cls: 3.6070, loss: 3.6070, grad_norm: 1.3149 2022-02-07 19:33:02,384 - mmaction - INFO - Epoch [12][840/940] lr: 1.659e-01, eta: 3 days, 11:18:27, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.2445, top5_acc: 0.4881, loss_cls: 3.5551, loss: 3.5551, grad_norm: 1.3323 2022-02-07 19:33:25,841 - mmaction - INFO - Epoch [12][860/940] lr: 1.661e-01, eta: 3 days, 11:17:06, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.2416, top5_acc: 0.4900, loss_cls: 3.5498, loss: 3.5498, grad_norm: 1.3083 2022-02-07 19:33:49,297 - mmaction - INFO - Epoch [12][880/940] lr: 1.664e-01, eta: 3 days, 11:15:45, time: 1.173, data_time: 0.064, memory: 9497, top1_acc: 0.2418, top5_acc: 0.4836, loss_cls: 3.5673, loss: 3.5673, grad_norm: 1.3436 2022-02-07 19:34:12,863 - mmaction - INFO - Epoch [12][900/940] lr: 1.666e-01, eta: 3 days, 11:14:27, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.2422, top5_acc: 0.4869, loss_cls: 3.5558, loss: 3.5558, grad_norm: 1.3090 2022-02-07 19:34:36,278 - mmaction - INFO - Epoch [12][920/940] lr: 1.668e-01, eta: 3 days, 11:13:06, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.2361, top5_acc: 0.4826, loss_cls: 3.5890, loss: 3.5890, grad_norm: 1.3265 2022-02-07 19:34:58,585 - mmaction - INFO - Epoch [12][940/940] lr: 1.670e-01, eta: 3 days, 11:11:22, time: 1.115, data_time: 0.065, memory: 9497, top1_acc: 0.2378, top5_acc: 0.4767, loss_cls: 3.6107, loss: 3.6107, grad_norm: 1.3073 2022-02-07 19:37:30,969 - mmaction - INFO - Epoch [13][20/940] lr: 1.673e-01, eta: 3 days, 11:51:57, time: 7.369, data_time: 6.187, memory: 9497, top1_acc: 0.2352, top5_acc: 0.4820, loss_cls: 3.6073, loss: 3.6073, grad_norm: 1.3023 2022-02-07 19:37:54,045 - mmaction - INFO - Epoch [13][40/940] lr: 1.675e-01, eta: 3 days, 11:50:25, time: 1.156, data_time: 0.055, memory: 9497, top1_acc: 0.2479, top5_acc: 0.4887, loss_cls: 3.5797, loss: 3.5797, grad_norm: 1.3225 2022-02-07 19:38:17,179 - mmaction - INFO - Epoch [13][60/940] lr: 1.677e-01, eta: 3 days, 11:48:55, time: 1.157, data_time: 0.045, memory: 9497, top1_acc: 0.2437, top5_acc: 0.4852, loss_cls: 3.5266, loss: 3.5266, grad_norm: 1.3161 2022-02-07 19:38:40,384 - mmaction - INFO - Epoch [13][80/940] lr: 1.679e-01, eta: 3 days, 11:47:25, time: 1.160, data_time: 0.044, memory: 9497, top1_acc: 0.2594, top5_acc: 0.5074, loss_cls: 3.4905, loss: 3.4905, grad_norm: 1.3139 2022-02-07 19:39:03,601 - mmaction - INFO - Epoch [13][100/940] lr: 1.682e-01, eta: 3 days, 11:45:57, time: 1.161, data_time: 0.044, memory: 9497, top1_acc: 0.2482, top5_acc: 0.4932, loss_cls: 3.5272, loss: 3.5272, grad_norm: 1.3515 2022-02-07 19:39:26,696 - mmaction - INFO - Epoch [13][120/940] lr: 1.684e-01, eta: 3 days, 11:44:26, time: 1.155, data_time: 0.048, memory: 9497, top1_acc: 0.2406, top5_acc: 0.4785, loss_cls: 3.5779, loss: 3.5779, grad_norm: 1.3190 2022-02-07 19:39:49,912 - mmaction - INFO - Epoch [13][140/940] lr: 1.686e-01, eta: 3 days, 11:42:57, time: 1.160, data_time: 0.048, memory: 9497, top1_acc: 0.2633, top5_acc: 0.5119, loss_cls: 3.4744, loss: 3.4744, grad_norm: 1.3239 2022-02-07 19:40:13,166 - mmaction - INFO - Epoch [13][160/940] lr: 1.688e-01, eta: 3 days, 11:41:30, time: 1.163, data_time: 0.052, memory: 9497, top1_acc: 0.2479, top5_acc: 0.4846, loss_cls: 3.5622, loss: 3.5622, grad_norm: 1.3514 2022-02-07 19:40:36,506 - mmaction - INFO - Epoch [13][180/940] lr: 1.691e-01, eta: 3 days, 11:40:05, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.2477, top5_acc: 0.4939, loss_cls: 3.5534, loss: 3.5534, grad_norm: 1.3601 2022-02-07 19:40:59,921 - mmaction - INFO - Epoch [13][200/940] lr: 1.693e-01, eta: 3 days, 11:38:42, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.2424, top5_acc: 0.4863, loss_cls: 3.6006, loss: 3.6006, grad_norm: 1.3260 2022-02-07 19:41:23,276 - mmaction - INFO - Epoch [13][220/940] lr: 1.695e-01, eta: 3 days, 11:37:17, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.2441, top5_acc: 0.4912, loss_cls: 3.5463, loss: 3.5463, grad_norm: 1.3032 2022-02-07 19:41:46,582 - mmaction - INFO - Epoch [13][240/940] lr: 1.698e-01, eta: 3 days, 11:35:51, time: 1.165, data_time: 0.061, memory: 9497, top1_acc: 0.2635, top5_acc: 0.5104, loss_cls: 3.4730, loss: 3.4730, grad_norm: 1.3199 2022-02-07 19:42:10,009 - mmaction - INFO - Epoch [13][260/940] lr: 1.700e-01, eta: 3 days, 11:34:29, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.2551, top5_acc: 0.4979, loss_cls: 3.5213, loss: 3.5213, grad_norm: 1.3334 2022-02-07 19:42:33,415 - mmaction - INFO - Epoch [13][280/940] lr: 1.702e-01, eta: 3 days, 11:33:06, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.2451, top5_acc: 0.4980, loss_cls: 3.5190, loss: 3.5190, grad_norm: 1.3452 2022-02-07 19:42:56,963 - mmaction - INFO - Epoch [13][300/940] lr: 1.704e-01, eta: 3 days, 11:31:46, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.2418, top5_acc: 0.4877, loss_cls: 3.5580, loss: 3.5580, grad_norm: 1.3192 2022-02-07 19:43:20,256 - mmaction - INFO - Epoch [13][320/940] lr: 1.707e-01, eta: 3 days, 11:30:21, time: 1.165, data_time: 0.056, memory: 9497, top1_acc: 0.2373, top5_acc: 0.4928, loss_cls: 3.5541, loss: 3.5541, grad_norm: 1.3088 2022-02-07 19:43:43,704 - mmaction - INFO - Epoch [13][340/940] lr: 1.709e-01, eta: 3 days, 11:29:00, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.2604, top5_acc: 0.4984, loss_cls: 3.5124, loss: 3.5124, grad_norm: 1.3372 2022-02-07 19:44:07,175 - mmaction - INFO - Epoch [13][360/940] lr: 1.711e-01, eta: 3 days, 11:27:39, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.2510, top5_acc: 0.5055, loss_cls: 3.4843, loss: 3.4843, grad_norm: 1.3138 2022-02-07 19:44:30,530 - mmaction - INFO - Epoch [13][380/940] lr: 1.713e-01, eta: 3 days, 11:26:16, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.2424, top5_acc: 0.4885, loss_cls: 3.5592, loss: 3.5592, grad_norm: 1.3461 2022-02-07 19:44:53,953 - mmaction - INFO - Epoch [13][400/940] lr: 1.716e-01, eta: 3 days, 11:24:55, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.2518, top5_acc: 0.4932, loss_cls: 3.5424, loss: 3.5424, grad_norm: 1.3149 2022-02-07 19:45:17,389 - mmaction - INFO - Epoch [13][420/940] lr: 1.718e-01, eta: 3 days, 11:23:34, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.2453, top5_acc: 0.4867, loss_cls: 3.5656, loss: 3.5656, grad_norm: 1.3299 2022-02-07 19:45:40,846 - mmaction - INFO - Epoch [13][440/940] lr: 1.720e-01, eta: 3 days, 11:22:13, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.2477, top5_acc: 0.4873, loss_cls: 3.5412, loss: 3.5412, grad_norm: 1.3276 2022-02-07 19:46:04,355 - mmaction - INFO - Epoch [13][460/940] lr: 1.722e-01, eta: 3 days, 11:20:54, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.2426, top5_acc: 0.4883, loss_cls: 3.5633, loss: 3.5633, grad_norm: 1.3357 2022-02-07 19:46:27,801 - mmaction - INFO - Epoch [13][480/940] lr: 1.725e-01, eta: 3 days, 11:19:34, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.2541, top5_acc: 0.5051, loss_cls: 3.4785, loss: 3.4785, grad_norm: 1.2971 2022-02-07 19:46:51,292 - mmaction - INFO - Epoch [13][500/940] lr: 1.727e-01, eta: 3 days, 11:18:15, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.2447, top5_acc: 0.4811, loss_cls: 3.5812, loss: 3.5812, grad_norm: 1.3045 2022-02-07 19:47:14,656 - mmaction - INFO - Epoch [13][520/940] lr: 1.729e-01, eta: 3 days, 11:16:54, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.2502, top5_acc: 0.4973, loss_cls: 3.5311, loss: 3.5311, grad_norm: 1.3277 2022-02-07 19:47:38,150 - mmaction - INFO - Epoch [13][540/940] lr: 1.731e-01, eta: 3 days, 11:15:35, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.2432, top5_acc: 0.5020, loss_cls: 3.5031, loss: 3.5031, grad_norm: 1.3332 2022-02-07 19:48:01,584 - mmaction - INFO - Epoch [13][560/940] lr: 1.734e-01, eta: 3 days, 11:14:15, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.2414, top5_acc: 0.4912, loss_cls: 3.5324, loss: 3.5324, grad_norm: 1.3545 2022-02-07 19:48:25,047 - mmaction - INFO - Epoch [13][580/940] lr: 1.736e-01, eta: 3 days, 11:12:57, time: 1.174, data_time: 0.063, memory: 9497, top1_acc: 0.2498, top5_acc: 0.4967, loss_cls: 3.4986, loss: 3.4986, grad_norm: 1.3299 2022-02-07 19:48:48,612 - mmaction - INFO - Epoch [13][600/940] lr: 1.738e-01, eta: 3 days, 11:11:40, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.2557, top5_acc: 0.5088, loss_cls: 3.4755, loss: 3.4755, grad_norm: 1.3326 2022-02-07 19:49:12,026 - mmaction - INFO - Epoch [13][620/940] lr: 1.740e-01, eta: 3 days, 11:10:21, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.2547, top5_acc: 0.4963, loss_cls: 3.5080, loss: 3.5080, grad_norm: 1.2957 2022-02-07 19:49:35,489 - mmaction - INFO - Epoch [13][640/940] lr: 1.743e-01, eta: 3 days, 11:09:02, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.2385, top5_acc: 0.4846, loss_cls: 3.5705, loss: 3.5705, grad_norm: 1.3087 2022-02-07 19:49:59,025 - mmaction - INFO - Epoch [13][660/940] lr: 1.745e-01, eta: 3 days, 11:07:45, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.2469, top5_acc: 0.4900, loss_cls: 3.5522, loss: 3.5522, grad_norm: 1.3251 2022-02-07 19:50:22,521 - mmaction - INFO - Epoch [13][680/940] lr: 1.747e-01, eta: 3 days, 11:06:28, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.2633, top5_acc: 0.5045, loss_cls: 3.4813, loss: 3.4813, grad_norm: 1.3080 2022-02-07 19:50:46,132 - mmaction - INFO - Epoch [13][700/940] lr: 1.749e-01, eta: 3 days, 11:05:13, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.2422, top5_acc: 0.4926, loss_cls: 3.5220, loss: 3.5220, grad_norm: 1.3187 2022-02-07 19:51:09,735 - mmaction - INFO - Epoch [13][720/940] lr: 1.752e-01, eta: 3 days, 11:03:58, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.2590, top5_acc: 0.5088, loss_cls: 3.4794, loss: 3.4794, grad_norm: 1.2997 2022-02-07 19:51:33,337 - mmaction - INFO - Epoch [13][740/940] lr: 1.754e-01, eta: 3 days, 11:02:43, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.2473, top5_acc: 0.4875, loss_cls: 3.5574, loss: 3.5574, grad_norm: 1.3105 2022-02-07 19:51:57,033 - mmaction - INFO - Epoch [13][760/940] lr: 1.756e-01, eta: 3 days, 11:01:30, time: 1.185, data_time: 0.054, memory: 9497, top1_acc: 0.2455, top5_acc: 0.4930, loss_cls: 3.5261, loss: 3.5261, grad_norm: 1.3037 2022-02-07 19:52:20,586 - mmaction - INFO - Epoch [13][780/940] lr: 1.758e-01, eta: 3 days, 11:00:15, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.2535, top5_acc: 0.5018, loss_cls: 3.4995, loss: 3.4995, grad_norm: 1.2979 2022-02-07 19:52:44,072 - mmaction - INFO - Epoch [13][800/940] lr: 1.761e-01, eta: 3 days, 10:58:59, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.2508, top5_acc: 0.5066, loss_cls: 3.4637, loss: 3.4637, grad_norm: 1.3212 2022-02-07 19:53:07,443 - mmaction - INFO - Epoch [13][820/940] lr: 1.763e-01, eta: 3 days, 10:57:40, time: 1.168, data_time: 0.059, memory: 9497, top1_acc: 0.2498, top5_acc: 0.4969, loss_cls: 3.5217, loss: 3.5217, grad_norm: 1.3120 2022-02-07 19:53:30,932 - mmaction - INFO - Epoch [13][840/940] lr: 1.765e-01, eta: 3 days, 10:56:24, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.2516, top5_acc: 0.4994, loss_cls: 3.4967, loss: 3.4967, grad_norm: 1.3054 2022-02-07 19:53:54,380 - mmaction - INFO - Epoch [13][860/940] lr: 1.767e-01, eta: 3 days, 10:55:08, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.2451, top5_acc: 0.4947, loss_cls: 3.5160, loss: 3.5160, grad_norm: 1.3368 2022-02-07 19:54:17,832 - mmaction - INFO - Epoch [13][880/940] lr: 1.770e-01, eta: 3 days, 10:53:51, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.2488, top5_acc: 0.4957, loss_cls: 3.5153, loss: 3.5153, grad_norm: 1.3023 2022-02-07 19:54:41,250 - mmaction - INFO - Epoch [13][900/940] lr: 1.772e-01, eta: 3 days, 10:52:34, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.2461, top5_acc: 0.4896, loss_cls: 3.5329, loss: 3.5329, grad_norm: 1.3573 2022-02-07 19:55:04,835 - mmaction - INFO - Epoch [13][920/940] lr: 1.774e-01, eta: 3 days, 10:51:21, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.2549, top5_acc: 0.4900, loss_cls: 3.5079, loss: 3.5079, grad_norm: 1.3013 2022-02-07 19:55:27,077 - mmaction - INFO - Epoch [13][940/940] lr: 1.776e-01, eta: 3 days, 10:49:42, time: 1.113, data_time: 0.061, memory: 9497, top1_acc: 0.2587, top5_acc: 0.5026, loss_cls: 3.4955, loss: 3.4955, grad_norm: 1.3091 2022-02-07 19:58:13,175 - mmaction - INFO - Epoch [14][20/940] lr: 1.779e-01, eta: 3 days, 11:31:57, time: 8.167, data_time: 6.663, memory: 9497, top1_acc: 0.2488, top5_acc: 0.5078, loss_cls: 3.4592, loss: 3.4592, grad_norm: 1.3038 2022-02-07 19:58:36,252 - mmaction - INFO - Epoch [14][40/940] lr: 1.781e-01, eta: 3 days, 11:30:30, time: 1.154, data_time: 0.048, memory: 9497, top1_acc: 0.2523, top5_acc: 0.4957, loss_cls: 3.5080, loss: 3.5080, grad_norm: 1.3284 2022-02-07 19:58:59,459 - mmaction - INFO - Epoch [14][60/940] lr: 1.783e-01, eta: 3 days, 11:29:06, time: 1.160, data_time: 0.052, memory: 9497, top1_acc: 0.2594, top5_acc: 0.5025, loss_cls: 3.4908, loss: 3.4908, grad_norm: 1.3014 2022-02-07 19:59:22,623 - mmaction - INFO - Epoch [14][80/940] lr: 1.785e-01, eta: 3 days, 11:27:41, time: 1.159, data_time: 0.046, memory: 9497, top1_acc: 0.2598, top5_acc: 0.5021, loss_cls: 3.4950, loss: 3.4950, grad_norm: 1.2975 2022-02-07 19:59:45,853 - mmaction - INFO - Epoch [14][100/940] lr: 1.788e-01, eta: 3 days, 11:26:17, time: 1.160, data_time: 0.046, memory: 9497, top1_acc: 0.2547, top5_acc: 0.5105, loss_cls: 3.4735, loss: 3.4735, grad_norm: 1.3196 2022-02-07 20:00:09,027 - mmaction - INFO - Epoch [14][120/940] lr: 1.790e-01, eta: 3 days, 11:24:53, time: 1.159, data_time: 0.048, memory: 9497, top1_acc: 0.2594, top5_acc: 0.5004, loss_cls: 3.4915, loss: 3.4915, grad_norm: 1.3132 2022-02-07 20:00:32,318 - mmaction - INFO - Epoch [14][140/940] lr: 1.792e-01, eta: 3 days, 11:23:31, time: 1.164, data_time: 0.053, memory: 9497, top1_acc: 0.2623, top5_acc: 0.5098, loss_cls: 3.4488, loss: 3.4488, grad_norm: 1.3338 2022-02-07 20:00:55,605 - mmaction - INFO - Epoch [14][160/940] lr: 1.794e-01, eta: 3 days, 11:22:09, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.2541, top5_acc: 0.5088, loss_cls: 3.4666, loss: 3.4666, grad_norm: 1.3356 2022-02-07 20:01:18,834 - mmaction - INFO - Epoch [14][180/940] lr: 1.797e-01, eta: 3 days, 11:20:46, time: 1.161, data_time: 0.055, memory: 9497, top1_acc: 0.2562, top5_acc: 0.5000, loss_cls: 3.4811, loss: 3.4811, grad_norm: 1.3095 2022-02-07 20:01:42,182 - mmaction - INFO - Epoch [14][200/940] lr: 1.799e-01, eta: 3 days, 11:19:26, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.2525, top5_acc: 0.4971, loss_cls: 3.5008, loss: 3.5008, grad_norm: 1.3086 2022-02-07 20:02:05,520 - mmaction - INFO - Epoch [14][220/940] lr: 1.801e-01, eta: 3 days, 11:18:05, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.2604, top5_acc: 0.5119, loss_cls: 3.4622, loss: 3.4622, grad_norm: 1.3277 2022-02-07 20:02:29,022 - mmaction - INFO - Epoch [14][240/940] lr: 1.803e-01, eta: 3 days, 11:16:48, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.2562, top5_acc: 0.4957, loss_cls: 3.5130, loss: 3.5130, grad_norm: 1.3182 2022-02-07 20:02:52,433 - mmaction - INFO - Epoch [14][260/940] lr: 1.806e-01, eta: 3 days, 11:15:29, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.2557, top5_acc: 0.5139, loss_cls: 3.4631, loss: 3.4631, grad_norm: 1.3019 2022-02-07 20:03:15,845 - mmaction - INFO - Epoch [14][280/940] lr: 1.808e-01, eta: 3 days, 11:14:11, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.2586, top5_acc: 0.5049, loss_cls: 3.4264, loss: 3.4264, grad_norm: 1.3317 2022-02-07 20:03:39,235 - mmaction - INFO - Epoch [14][300/940] lr: 1.810e-01, eta: 3 days, 11:12:52, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.2543, top5_acc: 0.5098, loss_cls: 3.4406, loss: 3.4406, grad_norm: 1.3261 2022-02-07 20:04:02,600 - mmaction - INFO - Epoch [14][320/940] lr: 1.812e-01, eta: 3 days, 11:11:33, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.2602, top5_acc: 0.5113, loss_cls: 3.4567, loss: 3.4567, grad_norm: 1.3503 2022-02-07 20:04:26,014 - mmaction - INFO - Epoch [14][340/940] lr: 1.815e-01, eta: 3 days, 11:10:15, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.2529, top5_acc: 0.4996, loss_cls: 3.4888, loss: 3.4888, grad_norm: 1.2942 2022-02-07 20:04:49,446 - mmaction - INFO - Epoch [14][360/940] lr: 1.817e-01, eta: 3 days, 11:08:58, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.2664, top5_acc: 0.5086, loss_cls: 3.4278, loss: 3.4278, grad_norm: 1.3238 2022-02-07 20:05:12,866 - mmaction - INFO - Epoch [14][380/940] lr: 1.819e-01, eta: 3 days, 11:07:40, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.2568, top5_acc: 0.4994, loss_cls: 3.4727, loss: 3.4727, grad_norm: 1.3065 2022-02-07 20:05:36,524 - mmaction - INFO - Epoch [14][400/940] lr: 1.821e-01, eta: 3 days, 11:06:27, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.2646, top5_acc: 0.5170, loss_cls: 3.4245, loss: 3.4245, grad_norm: 1.3340 2022-02-07 20:06:00,011 - mmaction - INFO - Epoch [14][420/940] lr: 1.824e-01, eta: 3 days, 11:05:11, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.2705, top5_acc: 0.5299, loss_cls: 3.4019, loss: 3.4019, grad_norm: 1.3396 2022-02-07 20:06:23,561 - mmaction - INFO - Epoch [14][440/940] lr: 1.826e-01, eta: 3 days, 11:03:57, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.2664, top5_acc: 0.5027, loss_cls: 3.4693, loss: 3.4693, grad_norm: 1.3066 2022-02-07 20:06:47,027 - mmaction - INFO - Epoch [14][460/940] lr: 1.828e-01, eta: 3 days, 11:02:41, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.2598, top5_acc: 0.5094, loss_cls: 3.4409, loss: 3.4409, grad_norm: 1.3406 2022-02-07 20:07:10,412 - mmaction - INFO - Epoch [14][480/940] lr: 1.830e-01, eta: 3 days, 11:01:24, time: 1.169, data_time: 0.059, memory: 9497, top1_acc: 0.2633, top5_acc: 0.5115, loss_cls: 3.4598, loss: 3.4598, grad_norm: 1.3036 2022-02-07 20:07:33,868 - mmaction - INFO - Epoch [14][500/940] lr: 1.833e-01, eta: 3 days, 11:00:08, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.2580, top5_acc: 0.5053, loss_cls: 3.4795, loss: 3.4795, grad_norm: 1.3083 2022-02-07 20:07:57,260 - mmaction - INFO - Epoch [14][520/940] lr: 1.835e-01, eta: 3 days, 10:58:51, time: 1.170, data_time: 0.064, memory: 9497, top1_acc: 0.2617, top5_acc: 0.5127, loss_cls: 3.4801, loss: 3.4801, grad_norm: 1.3189 2022-02-07 20:08:20,784 - mmaction - INFO - Epoch [14][540/940] lr: 1.837e-01, eta: 3 days, 10:57:36, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.2623, top5_acc: 0.5082, loss_cls: 3.4844, loss: 3.4844, grad_norm: 1.2949 2022-02-07 20:08:44,265 - mmaction - INFO - Epoch [14][560/940] lr: 1.839e-01, eta: 3 days, 10:56:22, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.2557, top5_acc: 0.5057, loss_cls: 3.4907, loss: 3.4907, grad_norm: 1.3218 2022-02-07 20:09:07,585 - mmaction - INFO - Epoch [14][580/940] lr: 1.842e-01, eta: 3 days, 10:55:04, time: 1.166, data_time: 0.060, memory: 9497, top1_acc: 0.2605, top5_acc: 0.5094, loss_cls: 3.4445, loss: 3.4445, grad_norm: 1.3257 2022-02-07 20:09:31,065 - mmaction - INFO - Epoch [14][600/940] lr: 1.844e-01, eta: 3 days, 10:53:49, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.2615, top5_acc: 0.5115, loss_cls: 3.4158, loss: 3.4158, grad_norm: 1.3294 2022-02-07 20:09:54,518 - mmaction - INFO - Epoch [14][620/940] lr: 1.846e-01, eta: 3 days, 10:52:34, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.2609, top5_acc: 0.5066, loss_cls: 3.4713, loss: 3.4713, grad_norm: 1.3076 2022-02-07 20:10:18,105 - mmaction - INFO - Epoch [14][640/940] lr: 1.848e-01, eta: 3 days, 10:51:22, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.2662, top5_acc: 0.5043, loss_cls: 3.4528, loss: 3.4528, grad_norm: 1.3010 2022-02-07 20:10:41,717 - mmaction - INFO - Epoch [14][660/940] lr: 1.851e-01, eta: 3 days, 10:50:10, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.2617, top5_acc: 0.5133, loss_cls: 3.4459, loss: 3.4459, grad_norm: 1.3174 2022-02-07 20:11:05,293 - mmaction - INFO - Epoch [14][680/940] lr: 1.853e-01, eta: 3 days, 10:48:58, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.2717, top5_acc: 0.5102, loss_cls: 3.4412, loss: 3.4412, grad_norm: 1.3300 2022-02-07 20:11:28,873 - mmaction - INFO - Epoch [14][700/940] lr: 1.855e-01, eta: 3 days, 10:47:46, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.2658, top5_acc: 0.5166, loss_cls: 3.4534, loss: 3.4534, grad_norm: 1.3230 2022-02-07 20:11:52,428 - mmaction - INFO - Epoch [14][720/940] lr: 1.857e-01, eta: 3 days, 10:46:34, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.2707, top5_acc: 0.5158, loss_cls: 3.4059, loss: 3.4059, grad_norm: 1.3171 2022-02-07 20:12:15,894 - mmaction - INFO - Epoch [14][740/940] lr: 1.860e-01, eta: 3 days, 10:45:20, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.2508, top5_acc: 0.5045, loss_cls: 3.4807, loss: 3.4807, grad_norm: 1.3275 2022-02-07 20:12:39,329 - mmaction - INFO - Epoch [14][760/940] lr: 1.862e-01, eta: 3 days, 10:44:06, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.2533, top5_acc: 0.5027, loss_cls: 3.4713, loss: 3.4713, grad_norm: 1.3195 2022-02-07 20:13:02,750 - mmaction - INFO - Epoch [14][780/940] lr: 1.864e-01, eta: 3 days, 10:42:52, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.2635, top5_acc: 0.5074, loss_cls: 3.4459, loss: 3.4459, grad_norm: 1.3163 2022-02-07 20:13:26,115 - mmaction - INFO - Epoch [14][800/940] lr: 1.866e-01, eta: 3 days, 10:41:37, time: 1.168, data_time: 0.059, memory: 9497, top1_acc: 0.2732, top5_acc: 0.5189, loss_cls: 3.4116, loss: 3.4116, grad_norm: 1.2865 2022-02-07 20:13:49,527 - mmaction - INFO - Epoch [14][820/940] lr: 1.869e-01, eta: 3 days, 10:40:22, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.2572, top5_acc: 0.5160, loss_cls: 3.4462, loss: 3.4462, grad_norm: 1.2865 2022-02-07 20:14:12,908 - mmaction - INFO - Epoch [14][840/940] lr: 1.871e-01, eta: 3 days, 10:39:08, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.2750, top5_acc: 0.5189, loss_cls: 3.4148, loss: 3.4148, grad_norm: 1.3037 2022-02-07 20:14:36,392 - mmaction - INFO - Epoch [14][860/940] lr: 1.873e-01, eta: 3 days, 10:37:56, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.2662, top5_acc: 0.5016, loss_cls: 3.4668, loss: 3.4668, grad_norm: 1.2819 2022-02-07 20:14:59,895 - mmaction - INFO - Epoch [14][880/940] lr: 1.875e-01, eta: 3 days, 10:36:44, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.2705, top5_acc: 0.5102, loss_cls: 3.4384, loss: 3.4384, grad_norm: 1.3170 2022-02-07 20:15:23,391 - mmaction - INFO - Epoch [14][900/940] lr: 1.878e-01, eta: 3 days, 10:35:31, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.2652, top5_acc: 0.5084, loss_cls: 3.4537, loss: 3.4537, grad_norm: 1.3381 2022-02-07 20:15:46,900 - mmaction - INFO - Epoch [14][920/940] lr: 1.880e-01, eta: 3 days, 10:34:20, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.2691, top5_acc: 0.5066, loss_cls: 3.4490, loss: 3.4490, grad_norm: 1.3285 2022-02-07 20:16:09,160 - mmaction - INFO - Epoch [14][940/940] lr: 1.882e-01, eta: 3 days, 10:32:47, time: 1.113, data_time: 0.067, memory: 9497, top1_acc: 0.2606, top5_acc: 0.4955, loss_cls: 3.4913, loss: 3.4913, grad_norm: 1.3156 2022-02-07 20:18:59,590 - mmaction - INFO - Epoch [15][20/940] lr: 1.884e-01, eta: 3 days, 11:11:40, time: 8.143, data_time: 6.969, memory: 9497, top1_acc: 0.2639, top5_acc: 0.5068, loss_cls: 3.4370, loss: 3.4370, grad_norm: 1.3136 2022-02-07 20:19:22,628 - mmaction - INFO - Epoch [15][40/940] lr: 1.887e-01, eta: 3 days, 11:10:17, time: 1.153, data_time: 0.053, memory: 9497, top1_acc: 0.2654, top5_acc: 0.5248, loss_cls: 3.3841, loss: 3.3841, grad_norm: 1.3339 2022-02-07 20:19:45,681 - mmaction - INFO - Epoch [15][60/940] lr: 1.889e-01, eta: 3 days, 11:08:55, time: 1.153, data_time: 0.043, memory: 9497, top1_acc: 0.2713, top5_acc: 0.5133, loss_cls: 3.4302, loss: 3.4302, grad_norm: 1.3178 2022-02-07 20:20:08,964 - mmaction - INFO - Epoch [15][80/940] lr: 1.891e-01, eta: 3 days, 11:07:36, time: 1.164, data_time: 0.040, memory: 9497, top1_acc: 0.2777, top5_acc: 0.5170, loss_cls: 3.4048, loss: 3.4048, grad_norm: 1.3107 2022-02-07 20:20:32,202 - mmaction - INFO - Epoch [15][100/940] lr: 1.894e-01, eta: 3 days, 11:06:17, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.2734, top5_acc: 0.5234, loss_cls: 3.3734, loss: 3.3734, grad_norm: 1.3345 2022-02-07 20:20:55,486 - mmaction - INFO - Epoch [15][120/940] lr: 1.896e-01, eta: 3 days, 11:04:59, time: 1.164, data_time: 0.043, memory: 9497, top1_acc: 0.2598, top5_acc: 0.5092, loss_cls: 3.4530, loss: 3.4530, grad_norm: 1.3164 2022-02-07 20:21:18,804 - mmaction - INFO - Epoch [15][140/940] lr: 1.898e-01, eta: 3 days, 11:03:41, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.2619, top5_acc: 0.5139, loss_cls: 3.4529, loss: 3.4529, grad_norm: 1.3291 2022-02-07 20:21:42,087 - mmaction - INFO - Epoch [15][160/940] lr: 1.900e-01, eta: 3 days, 11:02:24, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.2777, top5_acc: 0.5262, loss_cls: 3.3789, loss: 3.3789, grad_norm: 1.3027 2022-02-07 20:22:05,400 - mmaction - INFO - Epoch [15][180/940] lr: 1.903e-01, eta: 3 days, 11:01:06, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.2617, top5_acc: 0.4990, loss_cls: 3.4989, loss: 3.4989, grad_norm: 1.3379 2022-02-07 20:22:28,722 - mmaction - INFO - Epoch [15][200/940] lr: 1.905e-01, eta: 3 days, 10:59:49, time: 1.165, data_time: 0.057, memory: 9497, top1_acc: 0.2734, top5_acc: 0.5232, loss_cls: 3.3851, loss: 3.3851, grad_norm: 1.3128 2022-02-07 20:22:52,055 - mmaction - INFO - Epoch [15][220/940] lr: 1.907e-01, eta: 3 days, 10:58:33, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.2721, top5_acc: 0.5291, loss_cls: 3.3493, loss: 3.3493, grad_norm: 1.2827 2022-02-07 20:23:15,383 - mmaction - INFO - Epoch [15][240/940] lr: 1.909e-01, eta: 3 days, 10:57:17, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.2734, top5_acc: 0.5172, loss_cls: 3.4060, loss: 3.4060, grad_norm: 1.3248 2022-02-07 20:23:38,678 - mmaction - INFO - Epoch [15][260/940] lr: 1.912e-01, eta: 3 days, 10:55:59, time: 1.164, data_time: 0.051, memory: 9497, top1_acc: 0.2725, top5_acc: 0.5305, loss_cls: 3.3846, loss: 3.3846, grad_norm: 1.3154 2022-02-07 20:24:02,154 - mmaction - INFO - Epoch [15][280/940] lr: 1.914e-01, eta: 3 days, 10:54:46, time: 1.174, data_time: 0.046, memory: 9497, top1_acc: 0.2723, top5_acc: 0.5328, loss_cls: 3.3467, loss: 3.3467, grad_norm: 1.3081 2022-02-07 20:24:25,493 - mmaction - INFO - Epoch [15][300/940] lr: 1.916e-01, eta: 3 days, 10:53:30, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.2670, top5_acc: 0.5168, loss_cls: 3.4027, loss: 3.4027, grad_norm: 1.3019 2022-02-07 20:24:48,813 - mmaction - INFO - Epoch [15][320/940] lr: 1.918e-01, eta: 3 days, 10:52:14, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.2738, top5_acc: 0.5197, loss_cls: 3.3877, loss: 3.3877, grad_norm: 1.3116 2022-02-07 20:25:12,208 - mmaction - INFO - Epoch [15][340/940] lr: 1.921e-01, eta: 3 days, 10:50:59, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.2723, top5_acc: 0.5205, loss_cls: 3.3947, loss: 3.3947, grad_norm: 1.3133 2022-02-07 20:25:35,575 - mmaction - INFO - Epoch [15][360/940] lr: 1.923e-01, eta: 3 days, 10:49:44, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.2676, top5_acc: 0.5107, loss_cls: 3.4419, loss: 3.4419, grad_norm: 1.3053 2022-02-07 20:25:59,043 - mmaction - INFO - Epoch [15][380/940] lr: 1.925e-01, eta: 3 days, 10:48:31, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.2738, top5_acc: 0.5072, loss_cls: 3.4401, loss: 3.4401, grad_norm: 1.3070 2022-02-07 20:26:22,444 - mmaction - INFO - Epoch [15][400/940] lr: 1.927e-01, eta: 3 days, 10:47:17, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.2721, top5_acc: 0.5160, loss_cls: 3.4265, loss: 3.4265, grad_norm: 1.3158 2022-02-07 20:26:45,817 - mmaction - INFO - Epoch [15][420/940] lr: 1.930e-01, eta: 3 days, 10:46:03, time: 1.169, data_time: 0.044, memory: 9497, top1_acc: 0.2607, top5_acc: 0.5145, loss_cls: 3.4237, loss: 3.4237, grad_norm: 1.3068 2022-02-07 20:27:09,225 - mmaction - INFO - Epoch [15][440/940] lr: 1.932e-01, eta: 3 days, 10:44:49, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.2729, top5_acc: 0.5154, loss_cls: 3.3919, loss: 3.3919, grad_norm: 1.3642 2022-02-07 20:27:32,583 - mmaction - INFO - Epoch [15][460/940] lr: 1.934e-01, eta: 3 days, 10:43:35, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.2613, top5_acc: 0.5189, loss_cls: 3.4008, loss: 3.4008, grad_norm: 1.3276 2022-02-07 20:27:56,055 - mmaction - INFO - Epoch [15][480/940] lr: 1.936e-01, eta: 3 days, 10:42:23, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.2779, top5_acc: 0.5219, loss_cls: 3.4036, loss: 3.4036, grad_norm: 1.2887 2022-02-07 20:28:19,391 - mmaction - INFO - Epoch [15][500/940] lr: 1.939e-01, eta: 3 days, 10:41:08, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.2633, top5_acc: 0.5201, loss_cls: 3.4111, loss: 3.4111, grad_norm: 1.3320 2022-02-07 20:28:42,812 - mmaction - INFO - Epoch [15][520/940] lr: 1.941e-01, eta: 3 days, 10:39:56, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.2631, top5_acc: 0.5115, loss_cls: 3.4264, loss: 3.4264, grad_norm: 1.3218 2022-02-07 20:29:06,257 - mmaction - INFO - Epoch [15][540/940] lr: 1.943e-01, eta: 3 days, 10:38:43, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.2768, top5_acc: 0.5250, loss_cls: 3.3750, loss: 3.3750, grad_norm: 1.2816 2022-02-07 20:29:29,648 - mmaction - INFO - Epoch [15][560/940] lr: 1.945e-01, eta: 3 days, 10:37:30, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.2723, top5_acc: 0.5188, loss_cls: 3.3900, loss: 3.3900, grad_norm: 1.3270 2022-02-07 20:29:53,054 - mmaction - INFO - Epoch [15][580/940] lr: 1.948e-01, eta: 3 days, 10:36:18, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.2664, top5_acc: 0.5285, loss_cls: 3.3683, loss: 3.3683, grad_norm: 1.3248 2022-02-07 20:30:16,559 - mmaction - INFO - Epoch [15][600/940] lr: 1.950e-01, eta: 3 days, 10:35:07, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.2840, top5_acc: 0.5354, loss_cls: 3.3564, loss: 3.3564, grad_norm: 1.3393 2022-02-07 20:30:39,930 - mmaction - INFO - Epoch [15][620/940] lr: 1.952e-01, eta: 3 days, 10:33:54, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.2807, top5_acc: 0.5285, loss_cls: 3.3583, loss: 3.3583, grad_norm: 1.3516 2022-02-07 20:31:03,278 - mmaction - INFO - Epoch [15][640/940] lr: 1.954e-01, eta: 3 days, 10:32:41, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.2701, top5_acc: 0.5221, loss_cls: 3.3834, loss: 3.3834, grad_norm: 1.3317 2022-02-07 20:31:26,651 - mmaction - INFO - Epoch [15][660/940] lr: 1.957e-01, eta: 3 days, 10:31:28, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.2705, top5_acc: 0.5219, loss_cls: 3.3994, loss: 3.3994, grad_norm: 1.3220 2022-02-07 20:31:50,148 - mmaction - INFO - Epoch [15][680/940] lr: 1.959e-01, eta: 3 days, 10:30:18, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.2619, top5_acc: 0.5096, loss_cls: 3.4134, loss: 3.4134, grad_norm: 1.3245 2022-02-07 20:32:13,624 - mmaction - INFO - Epoch [15][700/940] lr: 1.961e-01, eta: 3 days, 10:29:07, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.2721, top5_acc: 0.5217, loss_cls: 3.3923, loss: 3.3923, grad_norm: 1.2997 2022-02-07 20:32:37,064 - mmaction - INFO - Epoch [15][720/940] lr: 1.963e-01, eta: 3 days, 10:27:56, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.2803, top5_acc: 0.5283, loss_cls: 3.3813, loss: 3.3813, grad_norm: 1.3369 2022-02-07 20:33:00,464 - mmaction - INFO - Epoch [15][740/940] lr: 1.966e-01, eta: 3 days, 10:26:44, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.2662, top5_acc: 0.5107, loss_cls: 3.4499, loss: 3.4499, grad_norm: 1.3073 2022-02-07 20:33:23,839 - mmaction - INFO - Epoch [15][760/940] lr: 1.968e-01, eta: 3 days, 10:25:33, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.2686, top5_acc: 0.5215, loss_cls: 3.3969, loss: 3.3969, grad_norm: 1.3257 2022-02-07 20:33:47,152 - mmaction - INFO - Epoch [15][780/940] lr: 1.970e-01, eta: 3 days, 10:24:20, time: 1.165, data_time: 0.056, memory: 9497, top1_acc: 0.2709, top5_acc: 0.5211, loss_cls: 3.3916, loss: 3.3916, grad_norm: 1.3435 2022-02-07 20:34:10,586 - mmaction - INFO - Epoch [15][800/940] lr: 1.972e-01, eta: 3 days, 10:23:09, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.2826, top5_acc: 0.5363, loss_cls: 3.3438, loss: 3.3438, grad_norm: 1.2862 2022-02-07 20:34:34,153 - mmaction - INFO - Epoch [15][820/940] lr: 1.975e-01, eta: 3 days, 10:22:01, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.2666, top5_acc: 0.5193, loss_cls: 3.4024, loss: 3.4024, grad_norm: 1.3198 2022-02-07 20:34:57,796 - mmaction - INFO - Epoch [15][840/940] lr: 1.977e-01, eta: 3 days, 10:20:54, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.2682, top5_acc: 0.5213, loss_cls: 3.4172, loss: 3.4172, grad_norm: 1.3058 2022-02-07 20:35:21,265 - mmaction - INFO - Epoch [15][860/940] lr: 1.979e-01, eta: 3 days, 10:19:44, time: 1.173, data_time: 0.047, memory: 9497, top1_acc: 0.2787, top5_acc: 0.5268, loss_cls: 3.3736, loss: 3.3736, grad_norm: 1.3017 2022-02-07 20:35:44,875 - mmaction - INFO - Epoch [15][880/940] lr: 1.981e-01, eta: 3 days, 10:18:37, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.2725, top5_acc: 0.5160, loss_cls: 3.3967, loss: 3.3967, grad_norm: 1.3184 2022-02-07 20:36:08,300 - mmaction - INFO - Epoch [15][900/940] lr: 1.984e-01, eta: 3 days, 10:17:27, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.2709, top5_acc: 0.5268, loss_cls: 3.3885, loss: 3.3885, grad_norm: 1.2769 2022-02-07 20:36:31,771 - mmaction - INFO - Epoch [15][920/940] lr: 1.986e-01, eta: 3 days, 10:16:17, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.2785, top5_acc: 0.5238, loss_cls: 3.3704, loss: 3.3704, grad_norm: 1.2958 2022-02-07 20:36:54,017 - mmaction - INFO - Epoch [15][940/940] lr: 1.988e-01, eta: 3 days, 10:14:49, time: 1.113, data_time: 0.054, memory: 9497, top1_acc: 0.2705, top5_acc: 0.5128, loss_cls: 3.4373, loss: 3.4373, grad_norm: 1.3258 2022-02-07 20:37:01,040 - mmaction - INFO - Saving checkpoint at 15 epochs 2022-02-07 20:40:12,219 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-07 20:40:12,979 - mmaction - INFO - top1_acc 0.3067 top5_acc 0.5807 2022-02-07 20:40:12,979 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-07 20:40:13,030 - mmaction - INFO - mean_acc 0.3066 2022-02-07 20:40:13,355 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_10.pth was removed 2022-02-07 20:40:15,643 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_15.pth. 2022-02-07 20:40:15,644 - mmaction - INFO - Best top1_acc is 0.3067 at 15 epoch. 2022-02-07 20:40:15,665 - mmaction - INFO - Epoch(val) [15][78] top1_acc: 0.3067, top5_acc: 0.5807, mean_class_accuracy: 0.3066 2022-02-07 20:42:39,835 - mmaction - INFO - Epoch [16][20/940] lr: 1.990e-01, eta: 3 days, 10:45:56, time: 7.207, data_time: 5.544, memory: 9497, top1_acc: 0.2750, top5_acc: 0.5309, loss_cls: 3.3403, loss: 3.3403, grad_norm: 1.3282 2022-02-07 20:43:02,951 - mmaction - INFO - Epoch [16][40/940] lr: 1.993e-01, eta: 3 days, 10:44:38, time: 1.155, data_time: 0.040, memory: 9497, top1_acc: 0.2814, top5_acc: 0.5258, loss_cls: 3.3735, loss: 3.3735, grad_norm: 1.3364 2022-02-07 20:43:26,041 - mmaction - INFO - Epoch [16][60/940] lr: 1.995e-01, eta: 3 days, 10:43:20, time: 1.154, data_time: 0.043, memory: 9497, top1_acc: 0.2783, top5_acc: 0.5262, loss_cls: 3.3444, loss: 3.3444, grad_norm: 1.2971 2022-02-07 20:43:49,290 - mmaction - INFO - Epoch [16][80/940] lr: 1.997e-01, eta: 3 days, 10:42:05, time: 1.162, data_time: 0.044, memory: 9497, top1_acc: 0.2861, top5_acc: 0.5271, loss_cls: 3.3469, loss: 3.3469, grad_norm: 1.2905 2022-02-07 20:44:12,508 - mmaction - INFO - Epoch [16][100/940] lr: 1.999e-01, eta: 3 days, 10:40:50, time: 1.161, data_time: 0.050, memory: 9497, top1_acc: 0.2830, top5_acc: 0.5371, loss_cls: 3.3213, loss: 3.3213, grad_norm: 1.3057 2022-02-07 20:44:35,895 - mmaction - INFO - Epoch [16][120/940] lr: 2.002e-01, eta: 3 days, 10:39:38, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.2816, top5_acc: 0.5285, loss_cls: 3.3572, loss: 3.3572, grad_norm: 1.3321 2022-02-07 20:44:59,149 - mmaction - INFO - Epoch [16][140/940] lr: 2.004e-01, eta: 3 days, 10:38:23, time: 1.162, data_time: 0.052, memory: 9497, top1_acc: 0.2830, top5_acc: 0.5320, loss_cls: 3.3310, loss: 3.3310, grad_norm: 1.3172 2022-02-07 20:45:22,292 - mmaction - INFO - Epoch [16][160/940] lr: 2.006e-01, eta: 3 days, 10:37:07, time: 1.157, data_time: 0.054, memory: 9497, top1_acc: 0.2834, top5_acc: 0.5299, loss_cls: 3.3587, loss: 3.3587, grad_norm: 1.3235 2022-02-07 20:45:45,543 - mmaction - INFO - Epoch [16][180/940] lr: 2.008e-01, eta: 3 days, 10:35:53, time: 1.163, data_time: 0.049, memory: 9497, top1_acc: 0.2680, top5_acc: 0.5113, loss_cls: 3.4054, loss: 3.4054, grad_norm: 1.3180 2022-02-07 20:46:08,882 - mmaction - INFO - Epoch [16][200/940] lr: 2.011e-01, eta: 3 days, 10:34:40, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.2803, top5_acc: 0.5375, loss_cls: 3.3190, loss: 3.3190, grad_norm: 1.3011 2022-02-07 20:46:32,191 - mmaction - INFO - Epoch [16][220/940] lr: 2.013e-01, eta: 3 days, 10:33:27, time: 1.165, data_time: 0.057, memory: 9497, top1_acc: 0.2764, top5_acc: 0.5252, loss_cls: 3.3789, loss: 3.3789, grad_norm: 1.3145 2022-02-07 20:46:55,547 - mmaction - INFO - Epoch [16][240/940] lr: 2.015e-01, eta: 3 days, 10:32:15, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.2807, top5_acc: 0.5207, loss_cls: 3.3703, loss: 3.3703, grad_norm: 1.3357 2022-02-07 20:47:18,987 - mmaction - INFO - Epoch [16][260/940] lr: 2.017e-01, eta: 3 days, 10:31:04, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.2840, top5_acc: 0.5250, loss_cls: 3.3861, loss: 3.3861, grad_norm: 1.2945 2022-02-07 20:47:42,378 - mmaction - INFO - Epoch [16][280/940] lr: 2.020e-01, eta: 3 days, 10:29:53, time: 1.169, data_time: 0.059, memory: 9497, top1_acc: 0.2686, top5_acc: 0.5150, loss_cls: 3.4000, loss: 3.4000, grad_norm: 1.3370 2022-02-07 20:48:05,759 - mmaction - INFO - Epoch [16][300/940] lr: 2.022e-01, eta: 3 days, 10:28:41, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.2791, top5_acc: 0.5381, loss_cls: 3.3134, loss: 3.3134, grad_norm: 1.2988 2022-02-07 20:48:29,198 - mmaction - INFO - Epoch [16][320/940] lr: 2.024e-01, eta: 3 days, 10:27:31, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.2748, top5_acc: 0.5285, loss_cls: 3.3993, loss: 3.3993, grad_norm: 1.3069 2022-02-07 20:48:52,509 - mmaction - INFO - Epoch [16][340/940] lr: 2.026e-01, eta: 3 days, 10:26:19, time: 1.165, data_time: 0.057, memory: 9497, top1_acc: 0.2836, top5_acc: 0.5320, loss_cls: 3.3372, loss: 3.3372, grad_norm: 1.3141 2022-02-07 20:49:15,957 - mmaction - INFO - Epoch [16][360/940] lr: 2.029e-01, eta: 3 days, 10:25:09, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.2641, top5_acc: 0.5234, loss_cls: 3.4063, loss: 3.4063, grad_norm: 1.3580 2022-02-07 20:49:39,423 - mmaction - INFO - Epoch [16][380/940] lr: 2.031e-01, eta: 3 days, 10:23:59, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.2754, top5_acc: 0.5266, loss_cls: 3.3434, loss: 3.3434, grad_norm: 1.2836 2022-02-07 20:50:02,854 - mmaction - INFO - Epoch [16][400/940] lr: 2.033e-01, eta: 3 days, 10:22:49, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.2785, top5_acc: 0.5283, loss_cls: 3.3661, loss: 3.3661, grad_norm: 1.2806 2022-02-07 20:50:26,373 - mmaction - INFO - Epoch [16][420/940] lr: 2.035e-01, eta: 3 days, 10:21:41, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.2703, top5_acc: 0.5123, loss_cls: 3.4057, loss: 3.4057, grad_norm: 1.3206 2022-02-07 20:50:49,738 - mmaction - INFO - Epoch [16][440/940] lr: 2.038e-01, eta: 3 days, 10:20:31, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.2709, top5_acc: 0.5250, loss_cls: 3.3610, loss: 3.3610, grad_norm: 1.3139 2022-02-07 20:51:13,210 - mmaction - INFO - Epoch [16][460/940] lr: 2.040e-01, eta: 3 days, 10:19:21, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.2951, top5_acc: 0.5447, loss_cls: 3.3137, loss: 3.3137, grad_norm: 1.3045 2022-02-07 20:51:36,739 - mmaction - INFO - Epoch [16][480/940] lr: 2.042e-01, eta: 3 days, 10:18:13, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.2707, top5_acc: 0.5293, loss_cls: 3.3668, loss: 3.3668, grad_norm: 1.3117 2022-02-07 20:52:00,217 - mmaction - INFO - Epoch [16][500/940] lr: 2.044e-01, eta: 3 days, 10:17:05, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.2857, top5_acc: 0.5350, loss_cls: 3.2951, loss: 3.2951, grad_norm: 1.3440 2022-02-07 20:52:23,770 - mmaction - INFO - Epoch [16][520/940] lr: 2.047e-01, eta: 3 days, 10:15:58, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.2666, top5_acc: 0.5176, loss_cls: 3.4222, loss: 3.4222, grad_norm: 1.3487 2022-02-07 20:52:47,120 - mmaction - INFO - Epoch [16][540/940] lr: 2.049e-01, eta: 3 days, 10:14:47, time: 1.167, data_time: 0.056, memory: 9497, top1_acc: 0.2809, top5_acc: 0.5295, loss_cls: 3.3624, loss: 3.3624, grad_norm: 1.3208 2022-02-07 20:53:10,528 - mmaction - INFO - Epoch [16][560/940] lr: 2.051e-01, eta: 3 days, 10:13:38, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.2793, top5_acc: 0.5299, loss_cls: 3.3395, loss: 3.3395, grad_norm: 1.2821 2022-02-07 20:53:34,011 - mmaction - INFO - Epoch [16][580/940] lr: 2.053e-01, eta: 3 days, 10:12:30, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.2707, top5_acc: 0.5295, loss_cls: 3.3548, loss: 3.3548, grad_norm: 1.3250 2022-02-07 20:53:57,451 - mmaction - INFO - Epoch [16][600/940] lr: 2.056e-01, eta: 3 days, 10:11:22, time: 1.172, data_time: 0.062, memory: 9497, top1_acc: 0.2754, top5_acc: 0.5156, loss_cls: 3.3960, loss: 3.3960, grad_norm: 1.2953 2022-02-07 20:54:20,990 - mmaction - INFO - Epoch [16][620/940] lr: 2.058e-01, eta: 3 days, 10:10:15, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.2725, top5_acc: 0.5193, loss_cls: 3.4066, loss: 3.4066, grad_norm: 1.3145 2022-02-07 20:54:44,472 - mmaction - INFO - Epoch [16][640/940] lr: 2.060e-01, eta: 3 days, 10:09:07, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.2861, top5_acc: 0.5164, loss_cls: 3.3918, loss: 3.3918, grad_norm: 1.2832 2022-02-07 20:55:08,071 - mmaction - INFO - Epoch [16][660/940] lr: 2.062e-01, eta: 3 days, 10:08:01, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.2797, top5_acc: 0.5459, loss_cls: 3.2928, loss: 3.2928, grad_norm: 1.2986 2022-02-07 20:55:31,627 - mmaction - INFO - Epoch [16][680/940] lr: 2.065e-01, eta: 3 days, 10:06:55, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.2846, top5_acc: 0.5320, loss_cls: 3.3362, loss: 3.3362, grad_norm: 1.2954 2022-02-07 20:55:55,136 - mmaction - INFO - Epoch [16][700/940] lr: 2.067e-01, eta: 3 days, 10:05:48, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.2852, top5_acc: 0.5326, loss_cls: 3.3494, loss: 3.3494, grad_norm: 1.2850 2022-02-07 20:56:18,664 - mmaction - INFO - Epoch [16][720/940] lr: 2.069e-01, eta: 3 days, 10:04:42, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.2725, top5_acc: 0.5186, loss_cls: 3.3877, loss: 3.3877, grad_norm: 1.2969 2022-02-07 20:56:42,071 - mmaction - INFO - Epoch [16][740/940] lr: 2.071e-01, eta: 3 days, 10:03:33, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.2814, top5_acc: 0.5342, loss_cls: 3.3400, loss: 3.3400, grad_norm: 1.3529 2022-02-07 20:57:05,644 - mmaction - INFO - Epoch [16][760/940] lr: 2.074e-01, eta: 3 days, 10:02:28, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.2857, top5_acc: 0.5311, loss_cls: 3.3580, loss: 3.3580, grad_norm: 1.2542 2022-02-07 20:57:29,127 - mmaction - INFO - Epoch [16][780/940] lr: 2.076e-01, eta: 3 days, 10:01:21, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.2820, top5_acc: 0.5336, loss_cls: 3.3348, loss: 3.3348, grad_norm: 1.2994 2022-02-07 20:57:52,613 - mmaction - INFO - Epoch [16][800/940] lr: 2.078e-01, eta: 3 days, 10:00:14, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.2828, top5_acc: 0.5305, loss_cls: 3.3509, loss: 3.3509, grad_norm: 1.2929 2022-02-07 20:58:16,051 - mmaction - INFO - Epoch [16][820/940] lr: 2.080e-01, eta: 3 days, 9:59:07, time: 1.172, data_time: 0.062, memory: 9497, top1_acc: 0.2789, top5_acc: 0.5283, loss_cls: 3.3555, loss: 3.3555, grad_norm: 1.3208 2022-02-07 20:58:39,407 - mmaction - INFO - Epoch [16][840/940] lr: 2.083e-01, eta: 3 days, 9:57:59, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.2756, top5_acc: 0.5205, loss_cls: 3.3688, loss: 3.3688, grad_norm: 1.2924 2022-02-07 20:59:02,901 - mmaction - INFO - Epoch [16][860/940] lr: 2.085e-01, eta: 3 days, 9:56:53, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.2789, top5_acc: 0.5297, loss_cls: 3.3227, loss: 3.3227, grad_norm: 1.3390 2022-02-07 20:59:26,408 - mmaction - INFO - Epoch [16][880/940] lr: 2.087e-01, eta: 3 days, 9:55:47, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.2828, top5_acc: 0.5256, loss_cls: 3.3476, loss: 3.3476, grad_norm: 1.2902 2022-02-07 20:59:49,820 - mmaction - INFO - Epoch [16][900/940] lr: 2.089e-01, eta: 3 days, 9:54:39, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.2762, top5_acc: 0.5264, loss_cls: 3.3675, loss: 3.3675, grad_norm: 1.3159 2022-02-07 21:00:13,428 - mmaction - INFO - Epoch [16][920/940] lr: 2.092e-01, eta: 3 days, 9:53:35, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.2803, top5_acc: 0.5303, loss_cls: 3.3272, loss: 3.3272, grad_norm: 1.2945 2022-02-07 21:00:35,775 - mmaction - INFO - Epoch [16][940/940] lr: 2.094e-01, eta: 3 days, 9:52:13, time: 1.118, data_time: 0.061, memory: 9497, top1_acc: 0.2863, top5_acc: 0.5392, loss_cls: 3.3435, loss: 3.3435, grad_norm: 1.2973 2022-02-07 21:03:18,341 - mmaction - INFO - Epoch [17][20/940] lr: 2.096e-01, eta: 3 days, 10:25:12, time: 8.002, data_time: 6.272, memory: 9497, top1_acc: 0.2848, top5_acc: 0.5371, loss_cls: 3.3393, loss: 3.3393, grad_norm: 1.2953 2022-02-07 21:03:41,521 - mmaction - INFO - Epoch [17][40/940] lr: 2.099e-01, eta: 3 days, 10:23:59, time: 1.159, data_time: 0.046, memory: 9497, top1_acc: 0.2916, top5_acc: 0.5385, loss_cls: 3.2896, loss: 3.2896, grad_norm: 1.3039 2022-02-07 21:04:04,585 - mmaction - INFO - Epoch [17][60/940] lr: 2.101e-01, eta: 3 days, 10:22:44, time: 1.153, data_time: 0.045, memory: 9497, top1_acc: 0.2830, top5_acc: 0.5258, loss_cls: 3.3181, loss: 3.3181, grad_norm: 1.2984 2022-02-07 21:04:27,785 - mmaction - INFO - Epoch [17][80/940] lr: 2.103e-01, eta: 3 days, 10:21:32, time: 1.160, data_time: 0.046, memory: 9497, top1_acc: 0.2768, top5_acc: 0.5283, loss_cls: 3.3647, loss: 3.3647, grad_norm: 1.2890 2022-02-07 21:04:50,916 - mmaction - INFO - Epoch [17][100/940] lr: 2.105e-01, eta: 3 days, 10:20:18, time: 1.157, data_time: 0.044, memory: 9497, top1_acc: 0.2801, top5_acc: 0.5363, loss_cls: 3.3247, loss: 3.3247, grad_norm: 1.2600 2022-02-07 21:05:14,230 - mmaction - INFO - Epoch [17][120/940] lr: 2.108e-01, eta: 3 days, 10:19:08, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.2809, top5_acc: 0.5363, loss_cls: 3.3094, loss: 3.3094, grad_norm: 1.3010 2022-02-07 21:05:37,515 - mmaction - INFO - Epoch [17][140/940] lr: 2.110e-01, eta: 3 days, 10:17:57, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.2881, top5_acc: 0.5326, loss_cls: 3.2966, loss: 3.2966, grad_norm: 1.3134 2022-02-07 21:06:00,819 - mmaction - INFO - Epoch [17][160/940] lr: 2.112e-01, eta: 3 days, 10:16:47, time: 1.165, data_time: 0.045, memory: 9497, top1_acc: 0.2830, top5_acc: 0.5367, loss_cls: 3.3264, loss: 3.3264, grad_norm: 1.3055 2022-02-07 21:06:24,146 - mmaction - INFO - Epoch [17][180/940] lr: 2.114e-01, eta: 3 days, 10:15:37, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.2850, top5_acc: 0.5428, loss_cls: 3.3145, loss: 3.3145, grad_norm: 1.2939 2022-02-07 21:06:47,611 - mmaction - INFO - Epoch [17][200/940] lr: 2.117e-01, eta: 3 days, 10:14:29, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.2896, top5_acc: 0.5410, loss_cls: 3.2939, loss: 3.2939, grad_norm: 1.2844 2022-02-07 21:07:11,050 - mmaction - INFO - Epoch [17][220/940] lr: 2.119e-01, eta: 3 days, 10:13:21, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.2920, top5_acc: 0.5506, loss_cls: 3.2802, loss: 3.2802, grad_norm: 1.3146 2022-02-07 21:07:34,381 - mmaction - INFO - Epoch [17][240/940] lr: 2.121e-01, eta: 3 days, 10:12:11, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.2721, top5_acc: 0.5197, loss_cls: 3.4050, loss: 3.4050, grad_norm: 1.3175 2022-02-07 21:07:57,867 - mmaction - INFO - Epoch [17][260/940] lr: 2.123e-01, eta: 3 days, 10:11:04, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.2797, top5_acc: 0.5395, loss_cls: 3.2952, loss: 3.2952, grad_norm: 1.3061 2022-02-07 21:08:21,239 - mmaction - INFO - Epoch [17][280/940] lr: 2.126e-01, eta: 3 days, 10:09:55, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.2951, top5_acc: 0.5324, loss_cls: 3.3320, loss: 3.3320, grad_norm: 1.3082 2022-02-07 21:08:44,618 - mmaction - INFO - Epoch [17][300/940] lr: 2.128e-01, eta: 3 days, 10:08:47, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.2855, top5_acc: 0.5246, loss_cls: 3.3346, loss: 3.3346, grad_norm: 1.2744 2022-02-07 21:09:07,960 - mmaction - INFO - Epoch [17][320/940] lr: 2.130e-01, eta: 3 days, 10:07:38, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.2869, top5_acc: 0.5416, loss_cls: 3.2932, loss: 3.2932, grad_norm: 1.3111 2022-02-07 21:09:31,398 - mmaction - INFO - Epoch [17][340/940] lr: 2.132e-01, eta: 3 days, 10:06:30, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.2914, top5_acc: 0.5432, loss_cls: 3.2869, loss: 3.2869, grad_norm: 1.3093 2022-02-07 21:09:54,720 - mmaction - INFO - Epoch [17][360/940] lr: 2.135e-01, eta: 3 days, 10:05:21, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.2773, top5_acc: 0.5334, loss_cls: 3.3273, loss: 3.3273, grad_norm: 1.2819 2022-02-07 21:10:18,161 - mmaction - INFO - Epoch [17][380/940] lr: 2.137e-01, eta: 3 days, 10:04:14, time: 1.172, data_time: 0.045, memory: 9497, top1_acc: 0.2857, top5_acc: 0.5363, loss_cls: 3.3085, loss: 3.3085, grad_norm: 1.3012 2022-02-07 21:10:41,645 - mmaction - INFO - Epoch [17][400/940] lr: 2.139e-01, eta: 3 days, 10:03:08, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.2912, top5_acc: 0.5434, loss_cls: 3.3078, loss: 3.3078, grad_norm: 1.3385 2022-02-07 21:11:05,053 - mmaction - INFO - Epoch [17][420/940] lr: 2.141e-01, eta: 3 days, 10:02:00, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.2742, top5_acc: 0.5406, loss_cls: 3.3313, loss: 3.3313, grad_norm: 1.3086 2022-02-07 21:11:28,452 - mmaction - INFO - Epoch [17][440/940] lr: 2.144e-01, eta: 3 days, 10:00:53, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.2861, top5_acc: 0.5355, loss_cls: 3.3242, loss: 3.3242, grad_norm: 1.2828 2022-02-07 21:11:51,873 - mmaction - INFO - Epoch [17][460/940] lr: 2.146e-01, eta: 3 days, 9:59:46, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.2797, top5_acc: 0.5320, loss_cls: 3.3238, loss: 3.3238, grad_norm: 1.2754 2022-02-07 21:12:15,268 - mmaction - INFO - Epoch [17][480/940] lr: 2.148e-01, eta: 3 days, 9:58:39, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.2867, top5_acc: 0.5367, loss_cls: 3.3109, loss: 3.3109, grad_norm: 1.3181 2022-02-07 21:12:38,707 - mmaction - INFO - Epoch [17][500/940] lr: 2.150e-01, eta: 3 days, 9:57:32, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.2945, top5_acc: 0.5357, loss_cls: 3.3191, loss: 3.3191, grad_norm: 1.2805 2022-02-07 21:13:02,131 - mmaction - INFO - Epoch [17][520/940] lr: 2.153e-01, eta: 3 days, 9:56:26, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.2846, top5_acc: 0.5352, loss_cls: 3.3139, loss: 3.3139, grad_norm: 1.3069 2022-02-07 21:13:25,573 - mmaction - INFO - Epoch [17][540/940] lr: 2.155e-01, eta: 3 days, 9:55:20, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.2920, top5_acc: 0.5475, loss_cls: 3.2927, loss: 3.2927, grad_norm: 1.2995 2022-02-07 21:13:48,984 - mmaction - INFO - Epoch [17][560/940] lr: 2.157e-01, eta: 3 days, 9:54:13, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.2881, top5_acc: 0.5307, loss_cls: 3.3208, loss: 3.3208, grad_norm: 1.3027 2022-02-07 21:14:12,312 - mmaction - INFO - Epoch [17][580/940] lr: 2.159e-01, eta: 3 days, 9:53:05, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.2945, top5_acc: 0.5338, loss_cls: 3.3320, loss: 3.3320, grad_norm: 1.2724 2022-02-07 21:14:35,828 - mmaction - INFO - Epoch [17][600/940] lr: 2.162e-01, eta: 3 days, 9:52:01, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.2867, top5_acc: 0.5365, loss_cls: 3.3241, loss: 3.3241, grad_norm: 1.2921 2022-02-07 21:14:59,307 - mmaction - INFO - Epoch [17][620/940] lr: 2.164e-01, eta: 3 days, 9:50:55, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.2943, top5_acc: 0.5404, loss_cls: 3.2928, loss: 3.2928, grad_norm: 1.2855 2022-02-07 21:15:22,829 - mmaction - INFO - Epoch [17][640/940] lr: 2.166e-01, eta: 3 days, 9:49:51, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.2834, top5_acc: 0.5314, loss_cls: 3.3109, loss: 3.3109, grad_norm: 1.3129 2022-02-07 21:15:46,374 - mmaction - INFO - Epoch [17][660/940] lr: 2.168e-01, eta: 3 days, 9:48:47, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.2865, top5_acc: 0.5326, loss_cls: 3.3303, loss: 3.3303, grad_norm: 1.3005 2022-02-07 21:16:09,928 - mmaction - INFO - Epoch [17][680/940] lr: 2.171e-01, eta: 3 days, 9:47:43, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.2863, top5_acc: 0.5305, loss_cls: 3.3268, loss: 3.3268, grad_norm: 1.2843 2022-02-07 21:16:33,428 - mmaction - INFO - Epoch [17][700/940] lr: 2.173e-01, eta: 3 days, 9:46:38, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.2822, top5_acc: 0.5346, loss_cls: 3.2806, loss: 3.2806, grad_norm: 1.2993 2022-02-07 21:16:56,916 - mmaction - INFO - Epoch [17][720/940] lr: 2.175e-01, eta: 3 days, 9:45:34, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.2912, top5_acc: 0.5414, loss_cls: 3.3351, loss: 3.3351, grad_norm: 1.3145 2022-02-07 21:17:20,411 - mmaction - INFO - Epoch [17][740/940] lr: 2.177e-01, eta: 3 days, 9:44:29, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.2844, top5_acc: 0.5383, loss_cls: 3.3260, loss: 3.3260, grad_norm: 1.3263 2022-02-07 21:17:43,825 - mmaction - INFO - Epoch [17][760/940] lr: 2.180e-01, eta: 3 days, 9:43:24, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.2736, top5_acc: 0.5303, loss_cls: 3.3411, loss: 3.3411, grad_norm: 1.2993 2022-02-07 21:18:07,338 - mmaction - INFO - Epoch [17][780/940] lr: 2.182e-01, eta: 3 days, 9:42:20, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.2834, top5_acc: 0.5328, loss_cls: 3.3112, loss: 3.3112, grad_norm: 1.2888 2022-02-07 21:18:30,813 - mmaction - INFO - Epoch [17][800/940] lr: 2.184e-01, eta: 3 days, 9:41:16, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.2746, top5_acc: 0.5219, loss_cls: 3.3783, loss: 3.3783, grad_norm: 1.2947 2022-02-07 21:18:54,234 - mmaction - INFO - Epoch [17][820/940] lr: 2.186e-01, eta: 3 days, 9:40:10, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.2855, top5_acc: 0.5379, loss_cls: 3.3151, loss: 3.3151, grad_norm: 1.2780 2022-02-07 21:19:17,766 - mmaction - INFO - Epoch [17][840/940] lr: 2.189e-01, eta: 3 days, 9:39:07, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.2814, top5_acc: 0.5303, loss_cls: 3.3308, loss: 3.3308, grad_norm: 1.2734 2022-02-07 21:19:41,276 - mmaction - INFO - Epoch [17][860/940] lr: 2.191e-01, eta: 3 days, 9:38:04, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.2795, top5_acc: 0.5373, loss_cls: 3.3147, loss: 3.3147, grad_norm: 1.2831 2022-02-07 21:20:04,712 - mmaction - INFO - Epoch [17][880/940] lr: 2.193e-01, eta: 3 days, 9:36:59, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.2859, top5_acc: 0.5367, loss_cls: 3.3279, loss: 3.3279, grad_norm: 1.3094 2022-02-07 21:20:28,145 - mmaction - INFO - Epoch [17][900/940] lr: 2.195e-01, eta: 3 days, 9:35:55, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.2875, top5_acc: 0.5346, loss_cls: 3.3113, loss: 3.3113, grad_norm: 1.2631 2022-02-07 21:20:51,624 - mmaction - INFO - Epoch [17][920/940] lr: 2.198e-01, eta: 3 days, 9:34:51, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.2785, top5_acc: 0.5314, loss_cls: 3.3317, loss: 3.3317, grad_norm: 1.3112 2022-02-07 21:21:13,897 - mmaction - INFO - Epoch [17][940/940] lr: 2.200e-01, eta: 3 days, 9:33:30, time: 1.114, data_time: 0.059, memory: 9497, top1_acc: 0.2790, top5_acc: 0.5465, loss_cls: 3.2995, loss: 3.2995, grad_norm: 1.3209 2022-02-07 21:23:40,163 - mmaction - INFO - Epoch [18][20/940] lr: 2.202e-01, eta: 3 days, 10:00:39, time: 7.200, data_time: 5.895, memory: 9497, top1_acc: 0.2764, top5_acc: 0.5320, loss_cls: 3.3410, loss: 3.3410, grad_norm: 1.2966 2022-02-07 21:24:03,289 - mmaction - INFO - Epoch [18][40/940] lr: 2.204e-01, eta: 3 days, 9:59:29, time: 1.157, data_time: 0.049, memory: 9497, top1_acc: 0.2898, top5_acc: 0.5424, loss_cls: 3.2979, loss: 3.2979, grad_norm: 1.2783 2022-02-07 21:24:26,809 - mmaction - INFO - Epoch [18][60/940] lr: 2.207e-01, eta: 3 days, 9:58:24, time: 1.176, data_time: 0.044, memory: 9497, top1_acc: 0.3014, top5_acc: 0.5533, loss_cls: 3.2246, loss: 3.2246, grad_norm: 1.2900 2022-02-07 21:24:50,088 - mmaction - INFO - Epoch [18][80/940] lr: 2.209e-01, eta: 3 days, 9:57:16, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.2861, top5_acc: 0.5281, loss_cls: 3.3465, loss: 3.3465, grad_norm: 1.2868 2022-02-07 21:25:13,326 - mmaction - INFO - Epoch [18][100/940] lr: 2.211e-01, eta: 3 days, 9:56:07, time: 1.161, data_time: 0.049, memory: 9497, top1_acc: 0.2928, top5_acc: 0.5432, loss_cls: 3.2740, loss: 3.2740, grad_norm: 1.2972 2022-02-07 21:25:36,548 - mmaction - INFO - Epoch [18][120/940] lr: 2.213e-01, eta: 3 days, 9:54:58, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.2898, top5_acc: 0.5387, loss_cls: 3.2941, loss: 3.2941, grad_norm: 1.2887 2022-02-07 21:25:59,957 - mmaction - INFO - Epoch [18][140/940] lr: 2.216e-01, eta: 3 days, 9:53:52, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.2881, top5_acc: 0.5395, loss_cls: 3.2757, loss: 3.2757, grad_norm: 1.2961 2022-02-07 21:26:23,239 - mmaction - INFO - Epoch [18][160/940] lr: 2.218e-01, eta: 3 days, 9:52:44, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.3014, top5_acc: 0.5504, loss_cls: 3.2530, loss: 3.2530, grad_norm: 1.2898 2022-02-07 21:26:46,561 - mmaction - INFO - Epoch [18][180/940] lr: 2.220e-01, eta: 3 days, 9:51:37, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.2996, top5_acc: 0.5494, loss_cls: 3.2396, loss: 3.2396, grad_norm: 1.3097 2022-02-07 21:27:09,917 - mmaction - INFO - Epoch [18][200/940] lr: 2.222e-01, eta: 3 days, 9:50:31, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.2881, top5_acc: 0.5371, loss_cls: 3.2951, loss: 3.2951, grad_norm: 1.2694 2022-02-07 21:27:33,267 - mmaction - INFO - Epoch [18][220/940] lr: 2.225e-01, eta: 3 days, 9:49:24, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.2881, top5_acc: 0.5439, loss_cls: 3.2910, loss: 3.2910, grad_norm: 1.2933 2022-02-07 21:27:56,524 - mmaction - INFO - Epoch [18][240/940] lr: 2.227e-01, eta: 3 days, 9:48:17, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.2896, top5_acc: 0.5354, loss_cls: 3.3173, loss: 3.3173, grad_norm: 1.2901 2022-02-07 21:28:19,956 - mmaction - INFO - Epoch [18][260/940] lr: 2.229e-01, eta: 3 days, 9:47:11, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.2955, top5_acc: 0.5367, loss_cls: 3.3048, loss: 3.3048, grad_norm: 1.2759 2022-02-07 21:28:43,417 - mmaction - INFO - Epoch [18][280/940] lr: 2.231e-01, eta: 3 days, 9:46:07, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.2836, top5_acc: 0.5375, loss_cls: 3.3290, loss: 3.3290, grad_norm: 1.2907 2022-02-07 21:29:06,789 - mmaction - INFO - Epoch [18][300/940] lr: 2.234e-01, eta: 3 days, 9:45:01, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.2945, top5_acc: 0.5385, loss_cls: 3.2783, loss: 3.2783, grad_norm: 1.2830 2022-02-07 21:29:30,273 - mmaction - INFO - Epoch [18][320/940] lr: 2.236e-01, eta: 3 days, 9:43:57, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.2875, top5_acc: 0.5322, loss_cls: 3.3008, loss: 3.3008, grad_norm: 1.2838 2022-02-07 21:29:53,616 - mmaction - INFO - Epoch [18][340/940] lr: 2.238e-01, eta: 3 days, 9:42:51, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.2818, top5_acc: 0.5371, loss_cls: 3.3298, loss: 3.3298, grad_norm: 1.3196 2022-02-07 21:30:17,279 - mmaction - INFO - Epoch [18][360/940] lr: 2.240e-01, eta: 3 days, 9:41:50, time: 1.183, data_time: 0.052, memory: 9497, top1_acc: 0.2791, top5_acc: 0.5350, loss_cls: 3.3310, loss: 3.3310, grad_norm: 1.2974 2022-02-07 21:30:40,928 - mmaction - INFO - Epoch [18][380/940] lr: 2.243e-01, eta: 3 days, 9:40:48, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.2990, top5_acc: 0.5469, loss_cls: 3.2911, loss: 3.2911, grad_norm: 1.2815 2022-02-07 21:31:04,357 - mmaction - INFO - Epoch [18][400/940] lr: 2.245e-01, eta: 3 days, 9:39:44, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.2969, top5_acc: 0.5424, loss_cls: 3.2721, loss: 3.2721, grad_norm: 1.2648 2022-02-07 21:31:27,847 - mmaction - INFO - Epoch [18][420/940] lr: 2.247e-01, eta: 3 days, 9:38:40, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.2885, top5_acc: 0.5475, loss_cls: 3.2914, loss: 3.2914, grad_norm: 1.2698 2022-02-07 21:31:51,197 - mmaction - INFO - Epoch [18][440/940] lr: 2.249e-01, eta: 3 days, 9:37:35, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.2949, top5_acc: 0.5436, loss_cls: 3.2602, loss: 3.2602, grad_norm: 1.2782 2022-02-07 21:32:14,587 - mmaction - INFO - Epoch [18][460/940] lr: 2.252e-01, eta: 3 days, 9:36:30, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.2961, top5_acc: 0.5492, loss_cls: 3.2605, loss: 3.2605, grad_norm: 1.3038 2022-02-07 21:32:37,973 - mmaction - INFO - Epoch [18][480/940] lr: 2.254e-01, eta: 3 days, 9:35:25, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.2953, top5_acc: 0.5365, loss_cls: 3.2788, loss: 3.2788, grad_norm: 1.3049 2022-02-07 21:33:01,531 - mmaction - INFO - Epoch [18][500/940] lr: 2.256e-01, eta: 3 days, 9:34:23, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.2861, top5_acc: 0.5330, loss_cls: 3.3309, loss: 3.3309, grad_norm: 1.2746 2022-02-07 21:33:25,065 - mmaction - INFO - Epoch [18][520/940] lr: 2.258e-01, eta: 3 days, 9:33:21, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.3043, top5_acc: 0.5479, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.2803 2022-02-07 21:33:48,670 - mmaction - INFO - Epoch [18][540/940] lr: 2.261e-01, eta: 3 days, 9:32:19, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.2900, top5_acc: 0.5451, loss_cls: 3.2828, loss: 3.2828, grad_norm: 1.2835 2022-02-07 21:34:12,167 - mmaction - INFO - Epoch [18][560/940] lr: 2.263e-01, eta: 3 days, 9:31:17, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.2885, top5_acc: 0.5389, loss_cls: 3.2873, loss: 3.2873, grad_norm: 1.3163 2022-02-07 21:34:35,579 - mmaction - INFO - Epoch [18][580/940] lr: 2.265e-01, eta: 3 days, 9:30:13, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.2803, top5_acc: 0.5301, loss_cls: 3.3141, loss: 3.3141, grad_norm: 1.2703 2022-02-07 21:34:58,945 - mmaction - INFO - Epoch [18][600/940] lr: 2.267e-01, eta: 3 days, 9:29:08, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.2926, top5_acc: 0.5469, loss_cls: 3.2799, loss: 3.2799, grad_norm: 1.3018 2022-02-07 21:35:22,497 - mmaction - INFO - Epoch [18][620/940] lr: 2.270e-01, eta: 3 days, 9:28:07, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.2900, top5_acc: 0.5475, loss_cls: 3.2984, loss: 3.2984, grad_norm: 1.2726 2022-02-07 21:35:46,153 - mmaction - INFO - Epoch [18][640/940] lr: 2.272e-01, eta: 3 days, 9:27:07, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.2826, top5_acc: 0.5363, loss_cls: 3.3131, loss: 3.3131, grad_norm: 1.2914 2022-02-07 21:36:09,533 - mmaction - INFO - Epoch [18][660/940] lr: 2.274e-01, eta: 3 days, 9:26:03, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.2963, top5_acc: 0.5369, loss_cls: 3.2893, loss: 3.2893, grad_norm: 1.3243 2022-02-07 21:36:32,959 - mmaction - INFO - Epoch [18][680/940] lr: 2.276e-01, eta: 3 days, 9:25:00, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.2824, top5_acc: 0.5467, loss_cls: 3.2752, loss: 3.2752, grad_norm: 1.2691 2022-02-07 21:36:56,457 - mmaction - INFO - Epoch [18][700/940] lr: 2.279e-01, eta: 3 days, 9:23:57, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.2883, top5_acc: 0.5434, loss_cls: 3.2888, loss: 3.2888, grad_norm: 1.2908 2022-02-07 21:37:19,919 - mmaction - INFO - Epoch [18][720/940] lr: 2.281e-01, eta: 3 days, 9:22:55, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.2881, top5_acc: 0.5426, loss_cls: 3.3116, loss: 3.3116, grad_norm: 1.2840 2022-02-07 21:37:43,393 - mmaction - INFO - Epoch [18][740/940] lr: 2.283e-01, eta: 3 days, 9:21:53, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.2885, top5_acc: 0.5488, loss_cls: 3.2679, loss: 3.2679, grad_norm: 1.2842 2022-02-07 21:38:06,944 - mmaction - INFO - Epoch [18][760/940] lr: 2.285e-01, eta: 3 days, 9:20:52, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.2984, top5_acc: 0.5461, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.2517 2022-02-07 21:38:30,361 - mmaction - INFO - Epoch [18][780/940] lr: 2.288e-01, eta: 3 days, 9:19:49, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.2977, top5_acc: 0.5539, loss_cls: 3.2403, loss: 3.2403, grad_norm: 1.2474 2022-02-07 21:38:53,872 - mmaction - INFO - Epoch [18][800/940] lr: 2.290e-01, eta: 3 days, 9:18:48, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.2818, top5_acc: 0.5375, loss_cls: 3.3304, loss: 3.3304, grad_norm: 1.2937 2022-02-07 21:39:17,409 - mmaction - INFO - Epoch [18][820/940] lr: 2.292e-01, eta: 3 days, 9:17:46, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.2793, top5_acc: 0.5381, loss_cls: 3.3192, loss: 3.3192, grad_norm: 1.2710 2022-02-07 21:39:40,994 - mmaction - INFO - Epoch [18][840/940] lr: 2.295e-01, eta: 3 days, 9:16:46, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.2902, top5_acc: 0.5391, loss_cls: 3.3099, loss: 3.3099, grad_norm: 1.2682 2022-02-07 21:40:04,507 - mmaction - INFO - Epoch [18][860/940] lr: 2.297e-01, eta: 3 days, 9:15:45, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.2928, top5_acc: 0.5434, loss_cls: 3.2595, loss: 3.2595, grad_norm: 1.2859 2022-02-07 21:40:27,942 - mmaction - INFO - Epoch [18][880/940] lr: 2.299e-01, eta: 3 days, 9:14:43, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.2891, top5_acc: 0.5406, loss_cls: 3.2880, loss: 3.2880, grad_norm: 1.2908 2022-02-07 21:40:51,391 - mmaction - INFO - Epoch [18][900/940] lr: 2.301e-01, eta: 3 days, 9:13:41, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.3027, top5_acc: 0.5512, loss_cls: 3.2439, loss: 3.2439, grad_norm: 1.2655 2022-02-07 21:41:14,871 - mmaction - INFO - Epoch [18][920/940] lr: 2.304e-01, eta: 3 days, 9:12:40, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.2924, top5_acc: 0.5449, loss_cls: 3.2698, loss: 3.2698, grad_norm: 1.2715 2022-02-07 21:41:37,146 - mmaction - INFO - Epoch [18][940/940] lr: 2.306e-01, eta: 3 days, 9:11:23, time: 1.114, data_time: 0.062, memory: 9497, top1_acc: 0.2890, top5_acc: 0.5440, loss_cls: 3.2806, loss: 3.2806, grad_norm: 1.2870 2022-02-07 21:44:11,935 - mmaction - INFO - Epoch [19][20/940] lr: 2.308e-01, eta: 3 days, 9:38:49, time: 7.638, data_time: 6.361, memory: 9497, top1_acc: 0.2994, top5_acc: 0.5451, loss_cls: 3.2492, loss: 3.2492, grad_norm: 1.2799 2022-02-07 21:44:34,969 - mmaction - INFO - Epoch [19][40/940] lr: 2.310e-01, eta: 3 days, 9:37:40, time: 1.152, data_time: 0.052, memory: 9497, top1_acc: 0.3016, top5_acc: 0.5449, loss_cls: 3.2249, loss: 3.2249, grad_norm: 1.2974 2022-02-07 21:44:58,101 - mmaction - INFO - Epoch [19][60/940] lr: 2.313e-01, eta: 3 days, 9:36:32, time: 1.156, data_time: 0.041, memory: 9497, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.2897 2022-02-07 21:45:21,195 - mmaction - INFO - Epoch [19][80/940] lr: 2.315e-01, eta: 3 days, 9:35:24, time: 1.155, data_time: 0.043, memory: 9497, top1_acc: 0.3035, top5_acc: 0.5582, loss_cls: 3.2266, loss: 3.2266, grad_norm: 1.3110 2022-02-07 21:45:44,499 - mmaction - INFO - Epoch [19][100/940] lr: 2.317e-01, eta: 3 days, 9:34:19, time: 1.166, data_time: 0.042, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5496, loss_cls: 3.2469, loss: 3.2469, grad_norm: 1.2784 2022-02-07 21:46:07,699 - mmaction - INFO - Epoch [19][120/940] lr: 2.319e-01, eta: 3 days, 9:33:12, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.2891, top5_acc: 0.5469, loss_cls: 3.2796, loss: 3.2796, grad_norm: 1.2959 2022-02-07 21:46:30,998 - mmaction - INFO - Epoch [19][140/940] lr: 2.322e-01, eta: 3 days, 9:32:08, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.2988, top5_acc: 0.5547, loss_cls: 3.2287, loss: 3.2287, grad_norm: 1.3005 2022-02-07 21:46:54,224 - mmaction - INFO - Epoch [19][160/940] lr: 2.324e-01, eta: 3 days, 9:31:02, time: 1.161, data_time: 0.049, memory: 9497, top1_acc: 0.2939, top5_acc: 0.5416, loss_cls: 3.2792, loss: 3.2792, grad_norm: 1.2693 2022-02-07 21:47:17,560 - mmaction - INFO - Epoch [19][180/940] lr: 2.326e-01, eta: 3 days, 9:29:57, time: 1.166, data_time: 0.045, memory: 9497, top1_acc: 0.3010, top5_acc: 0.5520, loss_cls: 3.2457, loss: 3.2457, grad_norm: 1.2966 2022-02-07 21:47:40,922 - mmaction - INFO - Epoch [19][200/940] lr: 2.328e-01, eta: 3 days, 9:28:53, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5527, loss_cls: 3.2422, loss: 3.2422, grad_norm: 1.2457 2022-02-07 21:48:04,148 - mmaction - INFO - Epoch [19][220/940] lr: 2.331e-01, eta: 3 days, 9:27:48, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.2988, top5_acc: 0.5574, loss_cls: 3.2167, loss: 3.2167, grad_norm: 1.2788 2022-02-07 21:48:27,505 - mmaction - INFO - Epoch [19][240/940] lr: 2.333e-01, eta: 3 days, 9:26:44, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.2973, top5_acc: 0.5531, loss_cls: 3.2238, loss: 3.2238, grad_norm: 1.2730 2022-02-07 21:48:50,975 - mmaction - INFO - Epoch [19][260/940] lr: 2.335e-01, eta: 3 days, 9:25:42, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.2963, top5_acc: 0.5512, loss_cls: 3.2482, loss: 3.2482, grad_norm: 1.2831 2022-02-07 21:49:14,454 - mmaction - INFO - Epoch [19][280/940] lr: 2.337e-01, eta: 3 days, 9:24:39, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.2938, top5_acc: 0.5383, loss_cls: 3.3043, loss: 3.3043, grad_norm: 1.3082 2022-02-07 21:49:37,961 - mmaction - INFO - Epoch [19][300/940] lr: 2.340e-01, eta: 3 days, 9:23:38, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.2941, top5_acc: 0.5455, loss_cls: 3.2681, loss: 3.2681, grad_norm: 1.3002 2022-02-07 21:50:01,397 - mmaction - INFO - Epoch [19][320/940] lr: 2.342e-01, eta: 3 days, 9:22:35, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.2920, top5_acc: 0.5527, loss_cls: 3.2409, loss: 3.2409, grad_norm: 1.2863 2022-02-07 21:50:24,852 - mmaction - INFO - Epoch [19][340/940] lr: 2.344e-01, eta: 3 days, 9:21:33, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.2918, top5_acc: 0.5469, loss_cls: 3.3008, loss: 3.3008, grad_norm: 1.2719 2022-02-07 21:50:48,628 - mmaction - INFO - Epoch [19][360/940] lr: 2.346e-01, eta: 3 days, 9:20:35, time: 1.188, data_time: 0.058, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5521, loss_cls: 3.2069, loss: 3.2069, grad_norm: 1.2687 2022-02-07 21:51:12,196 - mmaction - INFO - Epoch [19][380/940] lr: 2.349e-01, eta: 3 days, 9:19:35, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.2934, top5_acc: 0.5580, loss_cls: 3.2188, loss: 3.2188, grad_norm: 1.3044 2022-02-07 21:51:35,863 - mmaction - INFO - Epoch [19][400/940] lr: 2.351e-01, eta: 3 days, 9:18:36, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.3027, top5_acc: 0.5551, loss_cls: 3.2399, loss: 3.2399, grad_norm: 1.3070 2022-02-07 21:51:59,363 - mmaction - INFO - Epoch [19][420/940] lr: 2.353e-01, eta: 3 days, 9:17:35, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.2850, top5_acc: 0.5461, loss_cls: 3.2799, loss: 3.2799, grad_norm: 1.2919 2022-02-07 21:52:22,955 - mmaction - INFO - Epoch [19][440/940] lr: 2.355e-01, eta: 3 days, 9:16:35, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.2912, top5_acc: 0.5434, loss_cls: 3.2972, loss: 3.2972, grad_norm: 1.2894 2022-02-07 21:52:46,523 - mmaction - INFO - Epoch [19][460/940] lr: 2.358e-01, eta: 3 days, 9:15:35, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.2938, top5_acc: 0.5504, loss_cls: 3.2632, loss: 3.2632, grad_norm: 1.2616 2022-02-07 21:53:10,016 - mmaction - INFO - Epoch [19][480/940] lr: 2.360e-01, eta: 3 days, 9:14:34, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.2850, top5_acc: 0.5369, loss_cls: 3.2847, loss: 3.2847, grad_norm: 1.2817 2022-02-07 21:53:33,430 - mmaction - INFO - Epoch [19][500/940] lr: 2.362e-01, eta: 3 days, 9:13:32, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.2908, top5_acc: 0.5596, loss_cls: 3.2296, loss: 3.2296, grad_norm: 1.2756 2022-02-07 21:53:57,001 - mmaction - INFO - Epoch [19][520/940] lr: 2.364e-01, eta: 3 days, 9:12:32, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.2973, top5_acc: 0.5412, loss_cls: 3.2514, loss: 3.2514, grad_norm: 1.2573 2022-02-07 21:54:20,606 - mmaction - INFO - Epoch [19][540/940] lr: 2.367e-01, eta: 3 days, 9:11:32, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.2961, top5_acc: 0.5527, loss_cls: 3.2455, loss: 3.2455, grad_norm: 1.2922 2022-02-07 21:54:44,116 - mmaction - INFO - Epoch [19][560/940] lr: 2.369e-01, eta: 3 days, 9:10:32, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.2992, top5_acc: 0.5563, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.2640 2022-02-07 21:55:07,637 - mmaction - INFO - Epoch [19][580/940] lr: 2.371e-01, eta: 3 days, 9:09:32, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.2963, top5_acc: 0.5500, loss_cls: 3.2459, loss: 3.2459, grad_norm: 1.3005 2022-02-07 21:55:31,084 - mmaction - INFO - Epoch [19][600/940] lr: 2.373e-01, eta: 3 days, 9:08:31, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.2957, top5_acc: 0.5510, loss_cls: 3.2416, loss: 3.2416, grad_norm: 1.2827 2022-02-07 21:55:54,440 - mmaction - INFO - Epoch [19][620/940] lr: 2.376e-01, eta: 3 days, 9:07:29, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.2848, top5_acc: 0.5457, loss_cls: 3.3073, loss: 3.3073, grad_norm: 1.2489 2022-02-07 21:56:17,888 - mmaction - INFO - Epoch [19][640/940] lr: 2.378e-01, eta: 3 days, 9:06:28, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.2834, top5_acc: 0.5389, loss_cls: 3.2972, loss: 3.2972, grad_norm: 1.2742 2022-02-07 21:56:41,436 - mmaction - INFO - Epoch [19][660/940] lr: 2.380e-01, eta: 3 days, 9:05:28, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3006, top5_acc: 0.5645, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.2754 2022-02-07 21:57:04,963 - mmaction - INFO - Epoch [19][680/940] lr: 2.382e-01, eta: 3 days, 9:04:29, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3014, top5_acc: 0.5535, loss_cls: 3.2400, loss: 3.2400, grad_norm: 1.2951 2022-02-07 21:57:28,561 - mmaction - INFO - Epoch [19][700/940] lr: 2.385e-01, eta: 3 days, 9:03:30, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.2898, top5_acc: 0.5465, loss_cls: 3.2756, loss: 3.2756, grad_norm: 1.2776 2022-02-07 21:57:51,979 - mmaction - INFO - Epoch [19][720/940] lr: 2.387e-01, eta: 3 days, 9:02:29, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.2961, top5_acc: 0.5480, loss_cls: 3.2534, loss: 3.2534, grad_norm: 1.2887 2022-02-07 21:58:15,481 - mmaction - INFO - Epoch [19][740/940] lr: 2.389e-01, eta: 3 days, 9:01:29, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5426, loss_cls: 3.2766, loss: 3.2766, grad_norm: 1.2818 2022-02-07 21:58:38,856 - mmaction - INFO - Epoch [19][760/940] lr: 2.391e-01, eta: 3 days, 9:00:27, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.2822, top5_acc: 0.5328, loss_cls: 3.3275, loss: 3.3275, grad_norm: 1.2742 2022-02-07 21:59:02,224 - mmaction - INFO - Epoch [19][780/940] lr: 2.394e-01, eta: 3 days, 8:59:26, time: 1.169, data_time: 0.060, memory: 9497, top1_acc: 0.3004, top5_acc: 0.5486, loss_cls: 3.2486, loss: 3.2486, grad_norm: 1.2530 2022-02-07 21:59:25,637 - mmaction - INFO - Epoch [19][800/940] lr: 2.396e-01, eta: 3 days, 8:58:26, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.3066, top5_acc: 0.5486, loss_cls: 3.2219, loss: 3.2219, grad_norm: 1.2524 2022-02-07 21:59:49,168 - mmaction - INFO - Epoch [19][820/940] lr: 2.398e-01, eta: 3 days, 8:57:26, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3051, top5_acc: 0.5566, loss_cls: 3.2372, loss: 3.2372, grad_norm: 1.2850 2022-02-07 22:00:12,867 - mmaction - INFO - Epoch [19][840/940] lr: 2.400e-01, eta: 3 days, 8:56:30, time: 1.185, data_time: 0.054, memory: 9497, top1_acc: 0.2906, top5_acc: 0.5459, loss_cls: 3.2871, loss: 3.2871, grad_norm: 1.2857 2022-02-07 22:00:36,421 - mmaction - INFO - Epoch [19][860/940] lr: 2.403e-01, eta: 3 days, 8:55:31, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3014, top5_acc: 0.5512, loss_cls: 3.2356, loss: 3.2356, grad_norm: 1.2778 2022-02-07 22:00:59,976 - mmaction - INFO - Epoch [19][880/940] lr: 2.405e-01, eta: 3 days, 8:54:32, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.2920, top5_acc: 0.5457, loss_cls: 3.2743, loss: 3.2743, grad_norm: 1.2766 2022-02-07 22:01:23,548 - mmaction - INFO - Epoch [19][900/940] lr: 2.407e-01, eta: 3 days, 8:53:34, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.3006, top5_acc: 0.5510, loss_cls: 3.2305, loss: 3.2305, grad_norm: 1.2692 2022-02-07 22:01:47,015 - mmaction - INFO - Epoch [19][920/940] lr: 2.409e-01, eta: 3 days, 8:52:34, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.2967, top5_acc: 0.5428, loss_cls: 3.2632, loss: 3.2632, grad_norm: 1.2892 2022-02-07 22:02:09,236 - mmaction - INFO - Epoch [19][940/940] lr: 2.412e-01, eta: 3 days, 8:51:19, time: 1.111, data_time: 0.057, memory: 9497, top1_acc: 0.2932, top5_acc: 0.5455, loss_cls: 3.2257, loss: 3.2257, grad_norm: 1.2630 2022-02-07 22:04:36,050 - mmaction - INFO - Epoch [20][20/940] lr: 2.414e-01, eta: 3 days, 9:15:25, time: 7.214, data_time: 5.633, memory: 9497, top1_acc: 0.3008, top5_acc: 0.5455, loss_cls: 3.2646, loss: 3.2646, grad_norm: 1.2844 2022-02-07 22:04:58,893 - mmaction - INFO - Epoch [20][40/940] lr: 2.416e-01, eta: 3 days, 9:14:17, time: 1.142, data_time: 0.047, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5559, loss_cls: 3.2125, loss: 3.2125, grad_norm: 1.3016 2022-02-07 22:05:22,068 - mmaction - INFO - Epoch [20][60/940] lr: 2.418e-01, eta: 3 days, 9:13:12, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.3057, top5_acc: 0.5545, loss_cls: 3.2081, loss: 3.2081, grad_norm: 1.2800 2022-02-07 22:05:45,223 - mmaction - INFO - Epoch [20][80/940] lr: 2.421e-01, eta: 3 days, 9:12:07, time: 1.157, data_time: 0.039, memory: 9497, top1_acc: 0.3008, top5_acc: 0.5525, loss_cls: 3.2507, loss: 3.2507, grad_norm: 1.2510 2022-02-07 22:06:08,537 - mmaction - INFO - Epoch [20][100/940] lr: 2.423e-01, eta: 3 days, 9:11:04, time: 1.166, data_time: 0.043, memory: 9497, top1_acc: 0.2984, top5_acc: 0.5525, loss_cls: 3.2436, loss: 3.2436, grad_norm: 1.2955 2022-02-07 22:06:31,836 - mmaction - INFO - Epoch [20][120/940] lr: 2.425e-01, eta: 3 days, 9:10:02, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.2996, top5_acc: 0.5582, loss_cls: 3.2485, loss: 3.2485, grad_norm: 1.2677 2022-02-07 22:06:55,012 - mmaction - INFO - Epoch [20][140/940] lr: 2.427e-01, eta: 3 days, 9:08:57, time: 1.159, data_time: 0.045, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5592, loss_cls: 3.2022, loss: 3.2022, grad_norm: 1.2752 2022-02-07 22:07:18,220 - mmaction - INFO - Epoch [20][160/940] lr: 2.430e-01, eta: 3 days, 9:07:54, time: 1.161, data_time: 0.046, memory: 9497, top1_acc: 0.2979, top5_acc: 0.5480, loss_cls: 3.2637, loss: 3.2637, grad_norm: 1.2807 2022-02-07 22:07:41,459 - mmaction - INFO - Epoch [20][180/940] lr: 2.432e-01, eta: 3 days, 9:06:50, time: 1.161, data_time: 0.044, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5613, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.2738 2022-02-07 22:08:04,884 - mmaction - INFO - Epoch [20][200/940] lr: 2.434e-01, eta: 3 days, 9:05:50, time: 1.172, data_time: 0.045, memory: 9497, top1_acc: 0.2906, top5_acc: 0.5473, loss_cls: 3.2482, loss: 3.2482, grad_norm: 1.2862 2022-02-07 22:08:28,276 - mmaction - INFO - Epoch [20][220/940] lr: 2.436e-01, eta: 3 days, 9:04:48, time: 1.169, data_time: 0.044, memory: 9497, top1_acc: 0.2949, top5_acc: 0.5477, loss_cls: 3.2560, loss: 3.2560, grad_norm: 1.2870 2022-02-07 22:08:51,641 - mmaction - INFO - Epoch [20][240/940] lr: 2.439e-01, eta: 3 days, 9:03:47, time: 1.168, data_time: 0.045, memory: 9497, top1_acc: 0.3035, top5_acc: 0.5563, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.2712 2022-02-07 22:09:15,094 - mmaction - INFO - Epoch [20][260/940] lr: 2.441e-01, eta: 3 days, 9:02:47, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3006, top5_acc: 0.5650, loss_cls: 3.2035, loss: 3.2035, grad_norm: 1.2811 2022-02-07 22:09:38,503 - mmaction - INFO - Epoch [20][280/940] lr: 2.443e-01, eta: 3 days, 9:01:46, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.3051, top5_acc: 0.5645, loss_cls: 3.1821, loss: 3.1821, grad_norm: 1.2800 2022-02-07 22:10:01,933 - mmaction - INFO - Epoch [20][300/940] lr: 2.445e-01, eta: 3 days, 9:00:45, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.2879, top5_acc: 0.5387, loss_cls: 3.3000, loss: 3.3000, grad_norm: 1.2986 2022-02-07 22:10:25,328 - mmaction - INFO - Epoch [20][320/940] lr: 2.448e-01, eta: 3 days, 8:59:45, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.2990, top5_acc: 0.5498, loss_cls: 3.2412, loss: 3.2412, grad_norm: 1.2764 2022-02-07 22:10:48,617 - mmaction - INFO - Epoch [20][340/940] lr: 2.450e-01, eta: 3 days, 8:58:43, time: 1.165, data_time: 0.051, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5471, loss_cls: 3.2365, loss: 3.2365, grad_norm: 1.2693 2022-02-07 22:11:12,051 - mmaction - INFO - Epoch [20][360/940] lr: 2.452e-01, eta: 3 days, 8:57:43, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.3002, top5_acc: 0.5523, loss_cls: 3.2684, loss: 3.2684, grad_norm: 1.2946 2022-02-07 22:11:35,510 - mmaction - INFO - Epoch [20][380/940] lr: 2.454e-01, eta: 3 days, 8:56:43, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.2965, top5_acc: 0.5564, loss_cls: 3.2387, loss: 3.2387, grad_norm: 1.2662 2022-02-07 22:11:58,964 - mmaction - INFO - Epoch [20][400/940] lr: 2.457e-01, eta: 3 days, 8:55:43, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.2963, top5_acc: 0.5494, loss_cls: 3.2605, loss: 3.2605, grad_norm: 1.2609 2022-02-07 22:12:22,474 - mmaction - INFO - Epoch [20][420/940] lr: 2.459e-01, eta: 3 days, 8:54:44, time: 1.176, data_time: 0.045, memory: 9497, top1_acc: 0.3020, top5_acc: 0.5617, loss_cls: 3.1885, loss: 3.1885, grad_norm: 1.2865 2022-02-07 22:12:45,886 - mmaction - INFO - Epoch [20][440/940] lr: 2.461e-01, eta: 3 days, 8:53:44, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.2852, top5_acc: 0.5285, loss_cls: 3.3373, loss: 3.3373, grad_norm: 1.2623 2022-02-07 22:13:09,369 - mmaction - INFO - Epoch [20][460/940] lr: 2.463e-01, eta: 3 days, 8:52:45, time: 1.175, data_time: 0.046, memory: 9497, top1_acc: 0.3037, top5_acc: 0.5395, loss_cls: 3.2498, loss: 3.2498, grad_norm: 1.2359 2022-02-07 22:13:32,866 - mmaction - INFO - Epoch [20][480/940] lr: 2.466e-01, eta: 3 days, 8:51:46, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5555, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.2506 2022-02-07 22:13:56,368 - mmaction - INFO - Epoch [20][500/940] lr: 2.468e-01, eta: 3 days, 8:50:47, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.3066, top5_acc: 0.5602, loss_cls: 3.1989, loss: 3.1989, grad_norm: 1.2846 2022-02-07 22:14:19,957 - mmaction - INFO - Epoch [20][520/940] lr: 2.470e-01, eta: 3 days, 8:49:50, time: 1.179, data_time: 0.045, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5609, loss_cls: 3.2137, loss: 3.2137, grad_norm: 1.2619 2022-02-07 22:14:43,446 - mmaction - INFO - Epoch [20][540/940] lr: 2.472e-01, eta: 3 days, 8:48:51, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3035, top5_acc: 0.5529, loss_cls: 3.2222, loss: 3.2222, grad_norm: 1.2468 2022-02-07 22:15:07,008 - mmaction - INFO - Epoch [20][560/940] lr: 2.475e-01, eta: 3 days, 8:47:53, time: 1.178, data_time: 0.047, memory: 9497, top1_acc: 0.3008, top5_acc: 0.5570, loss_cls: 3.1967, loss: 3.1967, grad_norm: 1.2666 2022-02-07 22:15:30,452 - mmaction - INFO - Epoch [20][580/940] lr: 2.477e-01, eta: 3 days, 8:46:54, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5563, loss_cls: 3.2078, loss: 3.2078, grad_norm: 1.2658 2022-02-07 22:15:53,963 - mmaction - INFO - Epoch [20][600/940] lr: 2.479e-01, eta: 3 days, 8:45:56, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5586, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.2844 2022-02-07 22:16:17,369 - mmaction - INFO - Epoch [20][620/940] lr: 2.481e-01, eta: 3 days, 8:44:57, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.2979, top5_acc: 0.5488, loss_cls: 3.2772, loss: 3.2772, grad_norm: 1.2750 2022-02-07 22:16:40,828 - mmaction - INFO - Epoch [20][640/940] lr: 2.484e-01, eta: 3 days, 8:43:58, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.2988, top5_acc: 0.5465, loss_cls: 3.2442, loss: 3.2442, grad_norm: 1.2524 2022-02-07 22:17:04,273 - mmaction - INFO - Epoch [20][660/940] lr: 2.486e-01, eta: 3 days, 8:42:59, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.2918, top5_acc: 0.5557, loss_cls: 3.2231, loss: 3.2231, grad_norm: 1.2671 2022-02-07 22:17:27,745 - mmaction - INFO - Epoch [20][680/940] lr: 2.488e-01, eta: 3 days, 8:42:00, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.2908, top5_acc: 0.5430, loss_cls: 3.2931, loss: 3.2931, grad_norm: 1.2836 2022-02-07 22:17:51,186 - mmaction - INFO - Epoch [20][700/940] lr: 2.491e-01, eta: 3 days, 8:41:02, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.2902, top5_acc: 0.5461, loss_cls: 3.2700, loss: 3.2700, grad_norm: 1.2504 2022-02-07 22:18:14,636 - mmaction - INFO - Epoch [20][720/940] lr: 2.493e-01, eta: 3 days, 8:40:03, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.2871, top5_acc: 0.5439, loss_cls: 3.2700, loss: 3.2700, grad_norm: 1.2670 2022-02-07 22:18:38,081 - mmaction - INFO - Epoch [20][740/940] lr: 2.495e-01, eta: 3 days, 8:39:05, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.2799, top5_acc: 0.5320, loss_cls: 3.3081, loss: 3.3081, grad_norm: 1.2806 2022-02-07 22:19:01,608 - mmaction - INFO - Epoch [20][760/940] lr: 2.497e-01, eta: 3 days, 8:38:07, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3070, top5_acc: 0.5604, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.2521 2022-02-07 22:19:25,058 - mmaction - INFO - Epoch [20][780/940] lr: 2.500e-01, eta: 3 days, 8:37:09, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.2912, top5_acc: 0.5484, loss_cls: 3.2681, loss: 3.2681, grad_norm: 1.2361 2022-02-07 22:19:48,555 - mmaction - INFO - Epoch [20][800/940] lr: 2.502e-01, eta: 3 days, 8:36:11, time: 1.176, data_time: 0.043, memory: 9497, top1_acc: 0.3002, top5_acc: 0.5557, loss_cls: 3.2162, loss: 3.2162, grad_norm: 1.2381 2022-02-07 22:20:12,282 - mmaction - INFO - Epoch [20][820/940] lr: 2.504e-01, eta: 3 days, 8:35:16, time: 1.186, data_time: 0.047, memory: 9497, top1_acc: 0.2975, top5_acc: 0.5590, loss_cls: 3.2188, loss: 3.2188, grad_norm: 1.2696 2022-02-07 22:20:35,762 - mmaction - INFO - Epoch [20][840/940] lr: 2.506e-01, eta: 3 days, 8:34:19, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.2973, top5_acc: 0.5604, loss_cls: 3.2255, loss: 3.2255, grad_norm: 1.2701 2022-02-07 22:20:59,255 - mmaction - INFO - Epoch [20][860/940] lr: 2.509e-01, eta: 3 days, 8:33:21, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5627, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.2683 2022-02-07 22:21:22,729 - mmaction - INFO - Epoch [20][880/940] lr: 2.511e-01, eta: 3 days, 8:32:24, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3047, top5_acc: 0.5590, loss_cls: 3.2191, loss: 3.2191, grad_norm: 1.2491 2022-02-07 22:21:46,180 - mmaction - INFO - Epoch [20][900/940] lr: 2.513e-01, eta: 3 days, 8:31:26, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5527, loss_cls: 3.1851, loss: 3.1851, grad_norm: 1.2420 2022-02-07 22:22:09,747 - mmaction - INFO - Epoch [20][920/940] lr: 2.515e-01, eta: 3 days, 8:30:29, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.3016, top5_acc: 0.5582, loss_cls: 3.2087, loss: 3.2087, grad_norm: 1.2268 2022-02-07 22:22:32,080 - mmaction - INFO - Epoch [20][940/940] lr: 2.518e-01, eta: 3 days, 8:29:18, time: 1.116, data_time: 0.063, memory: 9497, top1_acc: 0.2961, top5_acc: 0.5438, loss_cls: 3.2928, loss: 3.2928, grad_norm: 1.2819 2022-02-07 22:22:34,678 - mmaction - INFO - Saving checkpoint at 20 epochs 2022-02-07 22:25:18,062 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-07 22:25:18,799 - mmaction - INFO - top1_acc 0.3221 top5_acc 0.5991 2022-02-07 22:25:18,799 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-07 22:25:18,829 - mmaction - INFO - mean_acc 0.3221 2022-02-07 22:25:18,869 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_15.pth was removed 2022-02-07 22:25:20,612 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_20.pth. 2022-02-07 22:25:20,612 - mmaction - INFO - Best top1_acc is 0.3221 at 20 epoch. 2022-02-07 22:25:20,622 - mmaction - INFO - Epoch(val) [20][78] top1_acc: 0.3221, top5_acc: 0.5991, mean_class_accuracy: 0.3221 2022-02-07 22:27:39,577 - mmaction - INFO - Epoch [21][20/940] lr: 2.520e-01, eta: 3 days, 8:51:01, time: 6.945, data_time: 5.520, memory: 9497, top1_acc: 0.2967, top5_acc: 0.5471, loss_cls: 3.2324, loss: 3.2324, grad_norm: 1.2820 2022-02-07 22:28:02,600 - mmaction - INFO - Epoch [21][40/940] lr: 2.522e-01, eta: 3 days, 8:49:57, time: 1.151, data_time: 0.050, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5729, loss_cls: 3.1503, loss: 3.1503, grad_norm: 1.2453 2022-02-07 22:28:25,709 - mmaction - INFO - Epoch [21][60/940] lr: 2.524e-01, eta: 3 days, 8:48:54, time: 1.155, data_time: 0.045, memory: 9497, top1_acc: 0.3041, top5_acc: 0.5609, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.2674 2022-02-07 22:28:48,826 - mmaction - INFO - Epoch [21][80/940] lr: 2.527e-01, eta: 3 days, 8:47:52, time: 1.156, data_time: 0.044, memory: 9497, top1_acc: 0.2951, top5_acc: 0.5582, loss_cls: 3.2100, loss: 3.2100, grad_norm: 1.2963 2022-02-07 22:29:12,013 - mmaction - INFO - Epoch [21][100/940] lr: 2.529e-01, eta: 3 days, 8:46:49, time: 1.159, data_time: 0.053, memory: 9497, top1_acc: 0.3021, top5_acc: 0.5479, loss_cls: 3.2342, loss: 3.2342, grad_norm: 1.2606 2022-02-07 22:29:35,193 - mmaction - INFO - Epoch [21][120/940] lr: 2.531e-01, eta: 3 days, 8:45:47, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5691, loss_cls: 3.1891, loss: 3.1891, grad_norm: 1.2787 2022-02-07 22:29:58,755 - mmaction - INFO - Epoch [21][140/940] lr: 2.533e-01, eta: 3 days, 8:44:50, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.3043, top5_acc: 0.5572, loss_cls: 3.2057, loss: 3.2057, grad_norm: 1.2683 2022-02-07 22:30:22,085 - mmaction - INFO - Epoch [21][160/940] lr: 2.536e-01, eta: 3 days, 8:43:50, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.2965, top5_acc: 0.5555, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.2812 2022-02-07 22:30:45,397 - mmaction - INFO - Epoch [21][180/940] lr: 2.538e-01, eta: 3 days, 8:42:50, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.2904, top5_acc: 0.5508, loss_cls: 3.2488, loss: 3.2488, grad_norm: 1.2764 2022-02-07 22:31:08,781 - mmaction - INFO - Epoch [21][200/940] lr: 2.540e-01, eta: 3 days, 8:41:51, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.3037, top5_acc: 0.5502, loss_cls: 3.2621, loss: 3.2621, grad_norm: 1.2664 2022-02-07 22:31:32,256 - mmaction - INFO - Epoch [21][220/940] lr: 2.542e-01, eta: 3 days, 8:40:52, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5557, loss_cls: 3.2210, loss: 3.2210, grad_norm: 1.2633 2022-02-07 22:31:55,686 - mmaction - INFO - Epoch [21][240/940] lr: 2.545e-01, eta: 3 days, 8:39:54, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5566, loss_cls: 3.1934, loss: 3.1934, grad_norm: 1.2632 2022-02-07 22:32:19,051 - mmaction - INFO - Epoch [21][260/940] lr: 2.547e-01, eta: 3 days, 8:38:55, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.3041, top5_acc: 0.5609, loss_cls: 3.1962, loss: 3.1962, grad_norm: 1.2721 2022-02-07 22:32:42,506 - mmaction - INFO - Epoch [21][280/940] lr: 2.549e-01, eta: 3 days, 8:37:57, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.2967, top5_acc: 0.5457, loss_cls: 3.2329, loss: 3.2329, grad_norm: 1.2793 2022-02-07 22:33:05,976 - mmaction - INFO - Epoch [21][300/940] lr: 2.551e-01, eta: 3 days, 8:36:58, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.2900, top5_acc: 0.5471, loss_cls: 3.2872, loss: 3.2872, grad_norm: 1.2729 2022-02-07 22:33:29,541 - mmaction - INFO - Epoch [21][320/940] lr: 2.554e-01, eta: 3 days, 8:36:02, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5555, loss_cls: 3.2228, loss: 3.2228, grad_norm: 1.2470 2022-02-07 22:33:53,068 - mmaction - INFO - Epoch [21][340/940] lr: 2.556e-01, eta: 3 days, 8:35:05, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3021, top5_acc: 0.5574, loss_cls: 3.2030, loss: 3.2030, grad_norm: 1.2888 2022-02-07 22:34:16,497 - mmaction - INFO - Epoch [21][360/940] lr: 2.558e-01, eta: 3 days, 8:34:06, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.2986, top5_acc: 0.5641, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.2348 2022-02-07 22:34:39,904 - mmaction - INFO - Epoch [21][380/940] lr: 2.560e-01, eta: 3 days, 8:33:08, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.2988, top5_acc: 0.5523, loss_cls: 3.2378, loss: 3.2378, grad_norm: 1.2540 2022-02-07 22:35:03,249 - mmaction - INFO - Epoch [21][400/940] lr: 2.563e-01, eta: 3 days, 8:32:09, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.3023, top5_acc: 0.5555, loss_cls: 3.2343, loss: 3.2343, grad_norm: 1.2633 2022-02-07 22:35:26,689 - mmaction - INFO - Epoch [21][420/940] lr: 2.565e-01, eta: 3 days, 8:31:11, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.2887, top5_acc: 0.5563, loss_cls: 3.2248, loss: 3.2248, grad_norm: 1.2689 2022-02-07 22:35:50,119 - mmaction - INFO - Epoch [21][440/940] lr: 2.567e-01, eta: 3 days, 8:30:13, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.3045, top5_acc: 0.5553, loss_cls: 3.2171, loss: 3.2171, grad_norm: 1.2494 2022-02-07 22:36:13,505 - mmaction - INFO - Epoch [21][460/940] lr: 2.569e-01, eta: 3 days, 8:29:15, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3025, top5_acc: 0.5547, loss_cls: 3.2122, loss: 3.2122, grad_norm: 1.2492 2022-02-07 22:36:36,885 - mmaction - INFO - Epoch [21][480/940] lr: 2.572e-01, eta: 3 days, 8:28:17, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3016, top5_acc: 0.5605, loss_cls: 3.1961, loss: 3.1961, grad_norm: 1.2904 2022-02-07 22:37:00,321 - mmaction - INFO - Epoch [21][500/940] lr: 2.574e-01, eta: 3 days, 8:27:19, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.2908, top5_acc: 0.5555, loss_cls: 3.2599, loss: 3.2599, grad_norm: 1.2595 2022-02-07 22:37:23,843 - mmaction - INFO - Epoch [21][520/940] lr: 2.576e-01, eta: 3 days, 8:26:23, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.3029, top5_acc: 0.5521, loss_cls: 3.2567, loss: 3.2567, grad_norm: 1.2667 2022-02-07 22:37:47,387 - mmaction - INFO - Epoch [21][540/940] lr: 2.578e-01, eta: 3 days, 8:25:27, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.2955, top5_acc: 0.5568, loss_cls: 3.2370, loss: 3.2370, grad_norm: 1.2452 2022-02-07 22:38:10,893 - mmaction - INFO - Epoch [21][560/940] lr: 2.581e-01, eta: 3 days, 8:24:30, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3092, top5_acc: 0.5574, loss_cls: 3.2021, loss: 3.2021, grad_norm: 1.2648 2022-02-07 22:38:34,342 - mmaction - INFO - Epoch [21][580/940] lr: 2.583e-01, eta: 3 days, 8:23:33, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.2994, top5_acc: 0.5523, loss_cls: 3.2260, loss: 3.2260, grad_norm: 1.2778 2022-02-07 22:38:57,731 - mmaction - INFO - Epoch [21][600/940] lr: 2.585e-01, eta: 3 days, 8:22:35, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.2965, top5_acc: 0.5576, loss_cls: 3.2210, loss: 3.2210, grad_norm: 1.2684 2022-02-07 22:39:21,185 - mmaction - INFO - Epoch [21][620/940] lr: 2.587e-01, eta: 3 days, 8:21:38, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3014, top5_acc: 0.5494, loss_cls: 3.2533, loss: 3.2533, grad_norm: 1.2421 2022-02-07 22:39:44,677 - mmaction - INFO - Epoch [21][640/940] lr: 2.590e-01, eta: 3 days, 8:20:42, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.2990, top5_acc: 0.5615, loss_cls: 3.1805, loss: 3.1805, grad_norm: 1.2603 2022-02-07 22:40:08,220 - mmaction - INFO - Epoch [21][660/940] lr: 2.592e-01, eta: 3 days, 8:19:46, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.2932, top5_acc: 0.5471, loss_cls: 3.2558, loss: 3.2558, grad_norm: 1.2356 2022-02-07 22:40:31,713 - mmaction - INFO - Epoch [21][680/940] lr: 2.594e-01, eta: 3 days, 8:18:50, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5557, loss_cls: 3.1859, loss: 3.1859, grad_norm: 1.2582 2022-02-07 22:40:55,066 - mmaction - INFO - Epoch [21][700/940] lr: 2.596e-01, eta: 3 days, 8:17:52, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.3039, top5_acc: 0.5629, loss_cls: 3.2276, loss: 3.2276, grad_norm: 1.2377 2022-02-07 22:41:18,565 - mmaction - INFO - Epoch [21][720/940] lr: 2.599e-01, eta: 3 days, 8:16:56, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.3131, top5_acc: 0.5658, loss_cls: 3.1894, loss: 3.1894, grad_norm: 1.2258 2022-02-07 22:41:42,004 - mmaction - INFO - Epoch [21][740/940] lr: 2.601e-01, eta: 3 days, 8:15:59, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3027, top5_acc: 0.5621, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.2509 2022-02-07 22:42:05,451 - mmaction - INFO - Epoch [21][760/940] lr: 2.603e-01, eta: 3 days, 8:15:02, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3021, top5_acc: 0.5617, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.2683 2022-02-07 22:42:28,890 - mmaction - INFO - Epoch [21][780/940] lr: 2.605e-01, eta: 3 days, 8:14:06, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.3039, top5_acc: 0.5564, loss_cls: 3.1988, loss: 3.1988, grad_norm: 1.2456 2022-02-07 22:42:52,364 - mmaction - INFO - Epoch [21][800/940] lr: 2.608e-01, eta: 3 days, 8:13:10, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5570, loss_cls: 3.2187, loss: 3.2187, grad_norm: 1.2669 2022-02-07 22:43:15,799 - mmaction - INFO - Epoch [21][820/940] lr: 2.610e-01, eta: 3 days, 8:12:13, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3020, top5_acc: 0.5553, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.2328 2022-02-07 22:43:39,369 - mmaction - INFO - Epoch [21][840/940] lr: 2.612e-01, eta: 3 days, 8:11:18, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.2953, top5_acc: 0.5508, loss_cls: 3.2674, loss: 3.2674, grad_norm: 1.2436 2022-02-07 22:44:02,888 - mmaction - INFO - Epoch [21][860/940] lr: 2.614e-01, eta: 3 days, 8:10:23, time: 1.176, data_time: 0.063, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5627, loss_cls: 3.1641, loss: 3.1641, grad_norm: 1.2450 2022-02-07 22:44:26,455 - mmaction - INFO - Epoch [21][880/940] lr: 2.617e-01, eta: 3 days, 8:09:28, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.2994, top5_acc: 0.5547, loss_cls: 3.2238, loss: 3.2238, grad_norm: 1.2695 2022-02-07 22:44:49,958 - mmaction - INFO - Epoch [21][900/940] lr: 2.619e-01, eta: 3 days, 8:08:33, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5621, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.2365 2022-02-07 22:45:13,391 - mmaction - INFO - Epoch [21][920/940] lr: 2.621e-01, eta: 3 days, 8:07:36, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.2994, top5_acc: 0.5594, loss_cls: 3.2179, loss: 3.2179, grad_norm: 1.2413 2022-02-07 22:45:35,698 - mmaction - INFO - Epoch [21][940/940] lr: 2.623e-01, eta: 3 days, 8:06:28, time: 1.116, data_time: 0.059, memory: 9497, top1_acc: 0.3022, top5_acc: 0.5513, loss_cls: 3.2303, loss: 3.2303, grad_norm: 1.2768 2022-02-07 22:48:16,769 - mmaction - INFO - Epoch [22][20/940] lr: 2.626e-01, eta: 3 days, 8:30:40, time: 7.920, data_time: 6.122, memory: 9497, top1_acc: 0.2949, top5_acc: 0.5490, loss_cls: 3.2634, loss: 3.2634, grad_norm: 1.2746 2022-02-07 22:48:39,763 - mmaction - INFO - Epoch [22][40/940] lr: 2.628e-01, eta: 3 days, 8:29:38, time: 1.150, data_time: 0.051, memory: 9497, top1_acc: 0.2979, top5_acc: 0.5506, loss_cls: 3.2139, loss: 3.2139, grad_norm: 1.2561 2022-02-07 22:49:02,887 - mmaction - INFO - Epoch [22][60/940] lr: 2.630e-01, eta: 3 days, 8:28:37, time: 1.156, data_time: 0.044, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5613, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.2584 2022-02-07 22:49:26,115 - mmaction - INFO - Epoch [22][80/940] lr: 2.632e-01, eta: 3 days, 8:27:37, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5594, loss_cls: 3.1983, loss: 3.1983, grad_norm: 1.2294 2022-02-07 22:49:49,473 - mmaction - INFO - Epoch [22][100/940] lr: 2.635e-01, eta: 3 days, 8:26:39, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.3027, top5_acc: 0.5625, loss_cls: 3.2150, loss: 3.2150, grad_norm: 1.2585 2022-02-07 22:50:13,003 - mmaction - INFO - Epoch [22][120/940] lr: 2.637e-01, eta: 3 days, 8:25:42, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.3012, top5_acc: 0.5596, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.2503 2022-02-07 22:50:36,282 - mmaction - INFO - Epoch [22][140/940] lr: 2.639e-01, eta: 3 days, 8:24:44, time: 1.165, data_time: 0.051, memory: 9497, top1_acc: 0.3016, top5_acc: 0.5496, loss_cls: 3.2100, loss: 3.2100, grad_norm: 1.2599 2022-02-07 22:50:59,720 - mmaction - INFO - Epoch [22][160/940] lr: 2.641e-01, eta: 3 days, 8:23:46, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5687, loss_cls: 3.1444, loss: 3.1444, grad_norm: 1.2475 2022-02-07 22:51:23,184 - mmaction - INFO - Epoch [22][180/940] lr: 2.644e-01, eta: 3 days, 8:22:49, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5656, loss_cls: 3.1986, loss: 3.1986, grad_norm: 1.2523 2022-02-07 22:51:46,528 - mmaction - INFO - Epoch [22][200/940] lr: 2.646e-01, eta: 3 days, 8:21:52, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5590, loss_cls: 3.1827, loss: 3.1827, grad_norm: 1.2765 2022-02-07 22:52:10,008 - mmaction - INFO - Epoch [22][220/940] lr: 2.648e-01, eta: 3 days, 8:20:55, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5686, loss_cls: 3.1771, loss: 3.1771, grad_norm: 1.2735 2022-02-07 22:52:33,463 - mmaction - INFO - Epoch [22][240/940] lr: 2.650e-01, eta: 3 days, 8:19:58, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5549, loss_cls: 3.2215, loss: 3.2215, grad_norm: 1.2428 2022-02-07 22:52:56,886 - mmaction - INFO - Epoch [22][260/940] lr: 2.653e-01, eta: 3 days, 8:19:01, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.3018, top5_acc: 0.5541, loss_cls: 3.2348, loss: 3.2348, grad_norm: 1.2665 2022-02-07 22:53:20,273 - mmaction - INFO - Epoch [22][280/940] lr: 2.655e-01, eta: 3 days, 8:18:04, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.3061, top5_acc: 0.5598, loss_cls: 3.1946, loss: 3.1946, grad_norm: 1.2498 2022-02-07 22:53:43,763 - mmaction - INFO - Epoch [22][300/940] lr: 2.657e-01, eta: 3 days, 8:17:08, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3049, top5_acc: 0.5605, loss_cls: 3.1896, loss: 3.1896, grad_norm: 1.2536 2022-02-07 22:54:07,292 - mmaction - INFO - Epoch [22][320/940] lr: 2.659e-01, eta: 3 days, 8:16:12, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.2914, top5_acc: 0.5598, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.2550 2022-02-07 22:54:30,656 - mmaction - INFO - Epoch [22][340/940] lr: 2.662e-01, eta: 3 days, 8:15:15, time: 1.168, data_time: 0.060, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5709, loss_cls: 3.1712, loss: 3.1712, grad_norm: 1.2622 2022-02-07 22:54:54,125 - mmaction - INFO - Epoch [22][360/940] lr: 2.664e-01, eta: 3 days, 8:14:19, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5525, loss_cls: 3.2152, loss: 3.2152, grad_norm: 1.2503 2022-02-07 22:55:17,588 - mmaction - INFO - Epoch [22][380/940] lr: 2.666e-01, eta: 3 days, 8:13:23, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5680, loss_cls: 3.1795, loss: 3.1795, grad_norm: 1.2473 2022-02-07 22:55:41,027 - mmaction - INFO - Epoch [22][400/940] lr: 2.668e-01, eta: 3 days, 8:12:26, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.3074, top5_acc: 0.5584, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.2530 2022-02-07 22:56:04,445 - mmaction - INFO - Epoch [22][420/940] lr: 2.671e-01, eta: 3 days, 8:11:30, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.2891, top5_acc: 0.5535, loss_cls: 3.2387, loss: 3.2387, grad_norm: 1.2338 2022-02-07 22:56:27,835 - mmaction - INFO - Epoch [22][440/940] lr: 2.673e-01, eta: 3 days, 8:10:33, time: 1.169, data_time: 0.062, memory: 9497, top1_acc: 0.3006, top5_acc: 0.5551, loss_cls: 3.2162, loss: 3.2162, grad_norm: 1.2665 2022-02-07 22:56:51,201 - mmaction - INFO - Epoch [22][460/940] lr: 2.675e-01, eta: 3 days, 8:09:36, time: 1.168, data_time: 0.064, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5547, loss_cls: 3.2112, loss: 3.2112, grad_norm: 1.2541 2022-02-07 22:57:14,619 - mmaction - INFO - Epoch [22][480/940] lr: 2.677e-01, eta: 3 days, 8:08:40, time: 1.171, data_time: 0.064, memory: 9497, top1_acc: 0.3043, top5_acc: 0.5525, loss_cls: 3.2019, loss: 3.2019, grad_norm: 1.2382 2022-02-07 22:57:38,071 - mmaction - INFO - Epoch [22][500/940] lr: 2.680e-01, eta: 3 days, 8:07:44, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3035, top5_acc: 0.5502, loss_cls: 3.2409, loss: 3.2409, grad_norm: 1.2590 2022-02-07 22:58:01,516 - mmaction - INFO - Epoch [22][520/940] lr: 2.682e-01, eta: 3 days, 8:06:48, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5676, loss_cls: 3.1750, loss: 3.1750, grad_norm: 1.2202 2022-02-07 22:58:25,015 - mmaction - INFO - Epoch [22][540/940] lr: 2.684e-01, eta: 3 days, 8:05:53, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.2959, top5_acc: 0.5611, loss_cls: 3.2212, loss: 3.2212, grad_norm: 1.2837 2022-02-07 22:58:48,426 - mmaction - INFO - Epoch [22][560/940] lr: 2.686e-01, eta: 3 days, 8:04:57, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.3045, top5_acc: 0.5551, loss_cls: 3.2290, loss: 3.2290, grad_norm: 1.2364 2022-02-07 22:59:11,760 - mmaction - INFO - Epoch [22][580/940] lr: 2.689e-01, eta: 3 days, 8:04:00, time: 1.167, data_time: 0.061, memory: 9497, top1_acc: 0.3025, top5_acc: 0.5537, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.2609 2022-02-07 22:59:35,304 - mmaction - INFO - Epoch [22][600/940] lr: 2.691e-01, eta: 3 days, 8:03:05, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3027, top5_acc: 0.5572, loss_cls: 3.2494, loss: 3.2494, grad_norm: 1.2578 2022-02-07 22:59:58,690 - mmaction - INFO - Epoch [22][620/940] lr: 2.693e-01, eta: 3 days, 8:02:09, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3066, top5_acc: 0.5471, loss_cls: 3.2494, loss: 3.2494, grad_norm: 1.2387 2022-02-07 23:00:22,182 - mmaction - INFO - Epoch [22][640/940] lr: 2.696e-01, eta: 3 days, 8:01:14, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.3074, top5_acc: 0.5596, loss_cls: 3.1721, loss: 3.1721, grad_norm: 1.2396 2022-02-07 23:00:45,664 - mmaction - INFO - Epoch [22][660/940] lr: 2.698e-01, eta: 3 days, 8:00:19, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.3031, top5_acc: 0.5516, loss_cls: 3.2132, loss: 3.2132, grad_norm: 1.2625 2022-02-07 23:01:09,141 - mmaction - INFO - Epoch [22][680/940] lr: 2.700e-01, eta: 3 days, 7:59:24, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.3016, top5_acc: 0.5504, loss_cls: 3.2305, loss: 3.2305, grad_norm: 1.2445 2022-02-07 23:01:32,706 - mmaction - INFO - Epoch [22][700/940] lr: 2.702e-01, eta: 3 days, 7:58:30, time: 1.178, data_time: 0.067, memory: 9497, top1_acc: 0.2947, top5_acc: 0.5566, loss_cls: 3.2601, loss: 3.2601, grad_norm: 1.2405 2022-02-07 23:01:56,249 - mmaction - INFO - Epoch [22][720/940] lr: 2.705e-01, eta: 3 days, 7:57:36, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5566, loss_cls: 3.2399, loss: 3.2399, grad_norm: 1.2257 2022-02-07 23:02:19,739 - mmaction - INFO - Epoch [22][740/940] lr: 2.707e-01, eta: 3 days, 7:56:41, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3029, top5_acc: 0.5520, loss_cls: 3.1930, loss: 3.1930, grad_norm: 1.2348 2022-02-07 23:02:43,144 - mmaction - INFO - Epoch [22][760/940] lr: 2.709e-01, eta: 3 days, 7:55:45, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.2998, top5_acc: 0.5475, loss_cls: 3.2371, loss: 3.2371, grad_norm: 1.2526 2022-02-07 23:03:06,540 - mmaction - INFO - Epoch [22][780/940] lr: 2.711e-01, eta: 3 days, 7:54:50, time: 1.170, data_time: 0.067, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5584, loss_cls: 3.2310, loss: 3.2310, grad_norm: 1.2242 2022-02-07 23:03:30,113 - mmaction - INFO - Epoch [22][800/940] lr: 2.714e-01, eta: 3 days, 7:53:56, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5656, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.2128 2022-02-07 23:03:53,562 - mmaction - INFO - Epoch [22][820/940] lr: 2.716e-01, eta: 3 days, 7:53:01, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5639, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.2541 2022-02-07 23:04:17,064 - mmaction - INFO - Epoch [22][840/940] lr: 2.718e-01, eta: 3 days, 7:52:07, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.2953, top5_acc: 0.5525, loss_cls: 3.2353, loss: 3.2353, grad_norm: 1.2440 2022-02-07 23:04:40,560 - mmaction - INFO - Epoch [22][860/940] lr: 2.720e-01, eta: 3 days, 7:51:13, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5588, loss_cls: 3.1884, loss: 3.1884, grad_norm: 1.2740 2022-02-07 23:05:04,061 - mmaction - INFO - Epoch [22][880/940] lr: 2.723e-01, eta: 3 days, 7:50:18, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5547, loss_cls: 3.1900, loss: 3.1900, grad_norm: 1.2495 2022-02-07 23:05:27,476 - mmaction - INFO - Epoch [22][900/940] lr: 2.725e-01, eta: 3 days, 7:49:23, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5598, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.2235 2022-02-07 23:05:50,948 - mmaction - INFO - Epoch [22][920/940] lr: 2.727e-01, eta: 3 days, 7:48:29, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5676, loss_cls: 3.1786, loss: 3.1786, grad_norm: 1.2176 2022-02-07 23:06:13,304 - mmaction - INFO - Epoch [22][940/940] lr: 2.729e-01, eta: 3 days, 7:47:23, time: 1.118, data_time: 0.064, memory: 9497, top1_acc: 0.3162, top5_acc: 0.5676, loss_cls: 3.1512, loss: 3.1512, grad_norm: 1.2501 2022-02-07 23:08:37,235 - mmaction - INFO - Epoch [23][20/940] lr: 2.732e-01, eta: 3 days, 8:07:22, time: 7.073, data_time: 5.785, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5709, loss_cls: 3.1577, loss: 3.1577, grad_norm: 1.2625 2022-02-07 23:09:00,173 - mmaction - INFO - Epoch [23][40/940] lr: 2.734e-01, eta: 3 days, 8:06:21, time: 1.146, data_time: 0.052, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5629, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.2241 2022-02-07 23:09:23,120 - mmaction - INFO - Epoch [23][60/940] lr: 2.736e-01, eta: 3 days, 8:05:20, time: 1.148, data_time: 0.043, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5672, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.2697 2022-02-07 23:09:46,311 - mmaction - INFO - Epoch [23][80/940] lr: 2.738e-01, eta: 3 days, 8:04:22, time: 1.160, data_time: 0.044, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5539, loss_cls: 3.2017, loss: 3.2017, grad_norm: 1.2676 2022-02-07 23:10:09,391 - mmaction - INFO - Epoch [23][100/940] lr: 2.741e-01, eta: 3 days, 8:03:22, time: 1.153, data_time: 0.043, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5633, loss_cls: 3.1815, loss: 3.1815, grad_norm: 1.2524 2022-02-07 23:10:32,624 - mmaction - INFO - Epoch [23][120/940] lr: 2.743e-01, eta: 3 days, 8:02:25, time: 1.162, data_time: 0.045, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5674, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.2380 2022-02-07 23:10:55,972 - mmaction - INFO - Epoch [23][140/940] lr: 2.745e-01, eta: 3 days, 8:01:28, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5559, loss_cls: 3.2103, loss: 3.2103, grad_norm: 1.2500 2022-02-07 23:11:19,317 - mmaction - INFO - Epoch [23][160/940] lr: 2.747e-01, eta: 3 days, 8:00:32, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.3070, top5_acc: 0.5621, loss_cls: 3.2015, loss: 3.2015, grad_norm: 1.2553 2022-02-07 23:11:42,558 - mmaction - INFO - Epoch [23][180/940] lr: 2.750e-01, eta: 3 days, 7:59:34, time: 1.162, data_time: 0.047, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5686, loss_cls: 3.1696, loss: 3.1696, grad_norm: 1.2642 2022-02-07 23:12:05,873 - mmaction - INFO - Epoch [23][200/940] lr: 2.752e-01, eta: 3 days, 7:58:37, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5582, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.2458 2022-02-07 23:12:29,295 - mmaction - INFO - Epoch [23][220/940] lr: 2.754e-01, eta: 3 days, 7:57:42, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.3016, top5_acc: 0.5566, loss_cls: 3.2262, loss: 3.2262, grad_norm: 1.2564 2022-02-07 23:12:52,726 - mmaction - INFO - Epoch [23][240/940] lr: 2.756e-01, eta: 3 days, 7:56:47, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5687, loss_cls: 3.1363, loss: 3.1363, grad_norm: 1.2124 2022-02-07 23:13:16,049 - mmaction - INFO - Epoch [23][260/940] lr: 2.759e-01, eta: 3 days, 7:55:50, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.3094, top5_acc: 0.5564, loss_cls: 3.2104, loss: 3.2104, grad_norm: 1.2253 2022-02-07 23:13:39,433 - mmaction - INFO - Epoch [23][280/940] lr: 2.761e-01, eta: 3 days, 7:54:55, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3074, top5_acc: 0.5637, loss_cls: 3.1921, loss: 3.1921, grad_norm: 1.2341 2022-02-07 23:14:02,980 - mmaction - INFO - Epoch [23][300/940] lr: 2.763e-01, eta: 3 days, 7:54:01, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5684, loss_cls: 3.1601, loss: 3.1601, grad_norm: 1.2600 2022-02-07 23:14:26,435 - mmaction - INFO - Epoch [23][320/940] lr: 2.765e-01, eta: 3 days, 7:53:06, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.3016, top5_acc: 0.5635, loss_cls: 3.1719, loss: 3.1719, grad_norm: 1.2596 2022-02-07 23:14:49,801 - mmaction - INFO - Epoch [23][340/940] lr: 2.768e-01, eta: 3 days, 7:52:10, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.3014, top5_acc: 0.5539, loss_cls: 3.2155, loss: 3.2155, grad_norm: 1.2352 2022-02-07 23:15:13,257 - mmaction - INFO - Epoch [23][360/940] lr: 2.770e-01, eta: 3 days, 7:51:16, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3059, top5_acc: 0.5506, loss_cls: 3.2112, loss: 3.2112, grad_norm: 1.2409 2022-02-07 23:15:36,760 - mmaction - INFO - Epoch [23][380/940] lr: 2.772e-01, eta: 3 days, 7:50:22, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3002, top5_acc: 0.5477, loss_cls: 3.2356, loss: 3.2356, grad_norm: 1.2303 2022-02-07 23:16:00,129 - mmaction - INFO - Epoch [23][400/940] lr: 2.774e-01, eta: 3 days, 7:49:26, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.2998, top5_acc: 0.5516, loss_cls: 3.2593, loss: 3.2593, grad_norm: 1.2293 2022-02-07 23:16:23,567 - mmaction - INFO - Epoch [23][420/940] lr: 2.777e-01, eta: 3 days, 7:48:32, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.2938, top5_acc: 0.5588, loss_cls: 3.2449, loss: 3.2449, grad_norm: 1.2397 2022-02-07 23:16:47,069 - mmaction - INFO - Epoch [23][440/940] lr: 2.779e-01, eta: 3 days, 7:47:38, time: 1.176, data_time: 0.044, memory: 9497, top1_acc: 0.3027, top5_acc: 0.5467, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.2175 2022-02-07 23:17:10,556 - mmaction - INFO - Epoch [23][460/940] lr: 2.781e-01, eta: 3 days, 7:46:44, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.3043, top5_acc: 0.5687, loss_cls: 3.1833, loss: 3.1833, grad_norm: 1.2321 2022-02-07 23:17:33,995 - mmaction - INFO - Epoch [23][480/940] lr: 2.783e-01, eta: 3 days, 7:45:49, time: 1.172, data_time: 0.044, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5518, loss_cls: 3.2081, loss: 3.2081, grad_norm: 1.2482 2022-02-07 23:17:57,441 - mmaction - INFO - Epoch [23][500/940] lr: 2.786e-01, eta: 3 days, 7:44:55, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5664, loss_cls: 3.1568, loss: 3.1568, grad_norm: 1.2334 2022-02-07 23:18:20,945 - mmaction - INFO - Epoch [23][520/940] lr: 2.788e-01, eta: 3 days, 7:44:01, time: 1.174, data_time: 0.043, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5654, loss_cls: 3.1745, loss: 3.1745, grad_norm: 1.2307 2022-02-07 23:18:44,472 - mmaction - INFO - Epoch [23][540/940] lr: 2.790e-01, eta: 3 days, 7:43:08, time: 1.176, data_time: 0.048, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5650, loss_cls: 3.1493, loss: 3.1493, grad_norm: 1.2783 2022-02-07 23:19:07,888 - mmaction - INFO - Epoch [23][560/940] lr: 2.792e-01, eta: 3 days, 7:42:13, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.3162, top5_acc: 0.5602, loss_cls: 3.1785, loss: 3.1785, grad_norm: 1.2467 2022-02-07 23:19:31,407 - mmaction - INFO - Epoch [23][580/940] lr: 2.795e-01, eta: 3 days, 7:41:20, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.3004, top5_acc: 0.5520, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.2346 2022-02-07 23:19:54,900 - mmaction - INFO - Epoch [23][600/940] lr: 2.797e-01, eta: 3 days, 7:40:26, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.3051, top5_acc: 0.5684, loss_cls: 3.1587, loss: 3.1587, grad_norm: 1.2318 2022-02-07 23:20:18,665 - mmaction - INFO - Epoch [23][620/940] lr: 2.799e-01, eta: 3 days, 7:39:35, time: 1.187, data_time: 0.046, memory: 9497, top1_acc: 0.3027, top5_acc: 0.5494, loss_cls: 3.2079, loss: 3.2079, grad_norm: 1.2348 2022-02-07 23:20:42,086 - mmaction - INFO - Epoch [23][640/940] lr: 2.801e-01, eta: 3 days, 7:38:41, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.3018, top5_acc: 0.5453, loss_cls: 3.2329, loss: 3.2329, grad_norm: 1.2462 2022-02-07 23:21:05,707 - mmaction - INFO - Epoch [23][660/940] lr: 2.804e-01, eta: 3 days, 7:37:49, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.3051, top5_acc: 0.5576, loss_cls: 3.2248, loss: 3.2248, grad_norm: 1.1999 2022-02-07 23:21:29,249 - mmaction - INFO - Epoch [23][680/940] lr: 2.806e-01, eta: 3 days, 7:36:56, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5672, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.2432 2022-02-07 23:21:52,750 - mmaction - INFO - Epoch [23][700/940] lr: 2.808e-01, eta: 3 days, 7:36:03, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3018, top5_acc: 0.5494, loss_cls: 3.2380, loss: 3.2380, grad_norm: 1.2407 2022-02-07 23:22:16,353 - mmaction - INFO - Epoch [23][720/940] lr: 2.810e-01, eta: 3 days, 7:35:11, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.3078, top5_acc: 0.5572, loss_cls: 3.1758, loss: 3.1758, grad_norm: 1.2270 2022-02-07 23:22:39,902 - mmaction - INFO - Epoch [23][740/940] lr: 2.813e-01, eta: 3 days, 7:34:18, time: 1.178, data_time: 0.043, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5521, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.2506 2022-02-07 23:23:03,398 - mmaction - INFO - Epoch [23][760/940] lr: 2.815e-01, eta: 3 days, 7:33:25, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.3016, top5_acc: 0.5482, loss_cls: 3.2268, loss: 3.2268, grad_norm: 1.2411 2022-02-07 23:23:26,909 - mmaction - INFO - Epoch [23][780/940] lr: 2.817e-01, eta: 3 days, 7:32:32, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5510, loss_cls: 3.2093, loss: 3.2093, grad_norm: 1.2302 2022-02-07 23:23:50,388 - mmaction - INFO - Epoch [23][800/940] lr: 2.819e-01, eta: 3 days, 7:31:39, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.3086, top5_acc: 0.5549, loss_cls: 3.1823, loss: 3.1823, grad_norm: 1.2388 2022-02-07 23:24:13,861 - mmaction - INFO - Epoch [23][820/940] lr: 2.822e-01, eta: 3 days, 7:30:46, time: 1.174, data_time: 0.043, memory: 9497, top1_acc: 0.3031, top5_acc: 0.5578, loss_cls: 3.2008, loss: 3.2008, grad_norm: 1.2278 2022-02-07 23:24:37,432 - mmaction - INFO - Epoch [23][840/940] lr: 2.824e-01, eta: 3 days, 7:29:54, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5521, loss_cls: 3.2249, loss: 3.2249, grad_norm: 1.2352 2022-02-07 23:25:00,834 - mmaction - INFO - Epoch [23][860/940] lr: 2.826e-01, eta: 3 days, 7:29:00, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.3070, top5_acc: 0.5662, loss_cls: 3.1929, loss: 3.1929, grad_norm: 1.2353 2022-02-07 23:25:24,262 - mmaction - INFO - Epoch [23][880/940] lr: 2.828e-01, eta: 3 days, 7:28:07, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.2947, top5_acc: 0.5539, loss_cls: 3.1889, loss: 3.1889, grad_norm: 1.2299 2022-02-07 23:25:47,814 - mmaction - INFO - Epoch [23][900/940] lr: 2.831e-01, eta: 3 days, 7:27:14, time: 1.177, data_time: 0.043, memory: 9497, top1_acc: 0.3012, top5_acc: 0.5563, loss_cls: 3.2227, loss: 3.2227, grad_norm: 1.2327 2022-02-07 23:26:11,369 - mmaction - INFO - Epoch [23][920/940] lr: 2.833e-01, eta: 3 days, 7:26:22, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3031, top5_acc: 0.5674, loss_cls: 3.1890, loss: 3.1890, grad_norm: 1.2245 2022-02-07 23:26:33,610 - mmaction - INFO - Epoch [23][940/940] lr: 2.835e-01, eta: 3 days, 7:25:17, time: 1.113, data_time: 0.047, memory: 9497, top1_acc: 0.2855, top5_acc: 0.5422, loss_cls: 3.2864, loss: 3.2864, grad_norm: 1.2570 2022-02-07 23:29:03,483 - mmaction - INFO - Epoch [24][20/940] lr: 2.837e-01, eta: 3 days, 7:45:07, time: 7.316, data_time: 6.033, memory: 9497, top1_acc: 0.2910, top5_acc: 0.5441, loss_cls: 3.2909, loss: 3.2909, grad_norm: 1.2322 2022-02-07 23:29:26,706 - mmaction - INFO - Epoch [24][40/940] lr: 2.840e-01, eta: 3 days, 7:44:11, time: 1.162, data_time: 0.051, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5627, loss_cls: 3.1932, loss: 3.1932, grad_norm: 1.2163 2022-02-07 23:29:49,719 - mmaction - INFO - Epoch [24][60/940] lr: 2.842e-01, eta: 3 days, 7:43:12, time: 1.149, data_time: 0.046, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5545, loss_cls: 3.2054, loss: 3.2054, grad_norm: 1.2175 2022-02-07 23:30:13,080 - mmaction - INFO - Epoch [24][80/940] lr: 2.844e-01, eta: 3 days, 7:42:17, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5637, loss_cls: 3.1804, loss: 3.1804, grad_norm: 1.2575 2022-02-07 23:30:36,340 - mmaction - INFO - Epoch [24][100/940] lr: 2.846e-01, eta: 3 days, 7:41:21, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5600, loss_cls: 3.1803, loss: 3.1803, grad_norm: 1.2223 2022-02-07 23:30:59,595 - mmaction - INFO - Epoch [24][120/940] lr: 2.849e-01, eta: 3 days, 7:40:26, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.3049, top5_acc: 0.5656, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.2405 2022-02-07 23:31:22,863 - mmaction - INFO - Epoch [24][140/940] lr: 2.851e-01, eta: 3 days, 7:39:30, time: 1.163, data_time: 0.049, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5621, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.2457 2022-02-07 23:31:46,193 - mmaction - INFO - Epoch [24][160/940] lr: 2.853e-01, eta: 3 days, 7:38:35, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5588, loss_cls: 3.1902, loss: 3.1902, grad_norm: 1.2318 2022-02-07 23:32:09,539 - mmaction - INFO - Epoch [24][180/940] lr: 2.855e-01, eta: 3 days, 7:37:40, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5662, loss_cls: 3.1456, loss: 3.1456, grad_norm: 1.2225 2022-02-07 23:32:32,903 - mmaction - INFO - Epoch [24][200/940] lr: 2.858e-01, eta: 3 days, 7:36:45, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5580, loss_cls: 3.2091, loss: 3.2091, grad_norm: 1.2474 2022-02-07 23:32:56,325 - mmaction - INFO - Epoch [24][220/940] lr: 2.860e-01, eta: 3 days, 7:35:51, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.2963, top5_acc: 0.5559, loss_cls: 3.2340, loss: 3.2340, grad_norm: 1.2116 2022-02-07 23:33:19,627 - mmaction - INFO - Epoch [24][240/940] lr: 2.862e-01, eta: 3 days, 7:34:56, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5635, loss_cls: 3.1505, loss: 3.1505, grad_norm: 1.2204 2022-02-07 23:33:43,085 - mmaction - INFO - Epoch [24][260/940] lr: 2.864e-01, eta: 3 days, 7:34:02, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5596, loss_cls: 3.1920, loss: 3.1920, grad_norm: 1.2389 2022-02-07 23:34:06,539 - mmaction - INFO - Epoch [24][280/940] lr: 2.867e-01, eta: 3 days, 7:33:09, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.2979, top5_acc: 0.5463, loss_cls: 3.2178, loss: 3.2178, grad_norm: 1.2373 2022-02-07 23:34:29,941 - mmaction - INFO - Epoch [24][300/940] lr: 2.869e-01, eta: 3 days, 7:32:15, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3043, top5_acc: 0.5488, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.2324 2022-02-07 23:34:53,270 - mmaction - INFO - Epoch [24][320/940] lr: 2.871e-01, eta: 3 days, 7:31:21, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.3086, top5_acc: 0.5533, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.2449 2022-02-07 23:35:16,637 - mmaction - INFO - Epoch [24][340/940] lr: 2.873e-01, eta: 3 days, 7:30:26, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5609, loss_cls: 3.2066, loss: 3.2066, grad_norm: 1.2109 2022-02-07 23:35:40,104 - mmaction - INFO - Epoch [24][360/940] lr: 2.876e-01, eta: 3 days, 7:29:33, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5602, loss_cls: 3.1970, loss: 3.1970, grad_norm: 1.2344 2022-02-07 23:36:03,519 - mmaction - INFO - Epoch [24][380/940] lr: 2.878e-01, eta: 3 days, 7:28:39, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5695, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.2297 2022-02-07 23:36:26,980 - mmaction - INFO - Epoch [24][400/940] lr: 2.880e-01, eta: 3 days, 7:27:46, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5580, loss_cls: 3.2049, loss: 3.2049, grad_norm: 1.2225 2022-02-07 23:36:50,367 - mmaction - INFO - Epoch [24][420/940] lr: 2.882e-01, eta: 3 days, 7:26:52, time: 1.167, data_time: 0.057, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5715, loss_cls: 3.1396, loss: 3.1396, grad_norm: 1.2105 2022-02-07 23:37:13,833 - mmaction - INFO - Epoch [24][440/940] lr: 2.885e-01, eta: 3 days, 7:26:00, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5545, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.2253 2022-02-07 23:37:37,195 - mmaction - INFO - Epoch [24][460/940] lr: 2.887e-01, eta: 3 days, 7:25:06, time: 1.169, data_time: 0.061, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5687, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.2139 2022-02-07 23:38:00,566 - mmaction - INFO - Epoch [24][480/940] lr: 2.889e-01, eta: 3 days, 7:24:12, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.2963, top5_acc: 0.5621, loss_cls: 3.2211, loss: 3.2211, grad_norm: 1.2200 2022-02-07 23:38:24,068 - mmaction - INFO - Epoch [24][500/940] lr: 2.892e-01, eta: 3 days, 7:23:20, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5574, loss_cls: 3.2064, loss: 3.2064, grad_norm: 1.2295 2022-02-07 23:38:47,547 - mmaction - INFO - Epoch [24][520/940] lr: 2.894e-01, eta: 3 days, 7:22:27, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5564, loss_cls: 3.2045, loss: 3.2045, grad_norm: 1.2197 2022-02-07 23:39:10,981 - mmaction - INFO - Epoch [24][540/940] lr: 2.896e-01, eta: 3 days, 7:21:34, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5652, loss_cls: 3.1844, loss: 3.1844, grad_norm: 1.2102 2022-02-07 23:39:34,473 - mmaction - INFO - Epoch [24][560/940] lr: 2.898e-01, eta: 3 days, 7:20:41, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3078, top5_acc: 0.5535, loss_cls: 3.2280, loss: 3.2280, grad_norm: 1.2300 2022-02-07 23:39:57,921 - mmaction - INFO - Epoch [24][580/940] lr: 2.901e-01, eta: 3 days, 7:19:49, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5691, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.2105 2022-02-07 23:40:21,345 - mmaction - INFO - Epoch [24][600/940] lr: 2.903e-01, eta: 3 days, 7:18:56, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.3000, top5_acc: 0.5436, loss_cls: 3.2516, loss: 3.2516, grad_norm: 1.2200 2022-02-07 23:40:44,685 - mmaction - INFO - Epoch [24][620/940] lr: 2.905e-01, eta: 3 days, 7:18:02, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5672, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.2281 2022-02-07 23:41:08,014 - mmaction - INFO - Epoch [24][640/940] lr: 2.907e-01, eta: 3 days, 7:17:08, time: 1.167, data_time: 0.057, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5631, loss_cls: 3.1718, loss: 3.1718, grad_norm: 1.2316 2022-02-07 23:41:31,384 - mmaction - INFO - Epoch [24][660/940] lr: 2.910e-01, eta: 3 days, 7:16:15, time: 1.169, data_time: 0.060, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5631, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.2614 2022-02-07 23:41:54,792 - mmaction - INFO - Epoch [24][680/940] lr: 2.912e-01, eta: 3 days, 7:15:22, time: 1.170, data_time: 0.062, memory: 9497, top1_acc: 0.3021, top5_acc: 0.5494, loss_cls: 3.2609, loss: 3.2609, grad_norm: 1.1855 2022-02-07 23:42:18,175 - mmaction - INFO - Epoch [24][700/940] lr: 2.914e-01, eta: 3 days, 7:14:29, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5615, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.2298 2022-02-07 23:42:41,674 - mmaction - INFO - Epoch [24][720/940] lr: 2.916e-01, eta: 3 days, 7:13:37, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5605, loss_cls: 3.1922, loss: 3.1922, grad_norm: 1.1805 2022-02-07 23:43:05,074 - mmaction - INFO - Epoch [24][740/940] lr: 2.919e-01, eta: 3 days, 7:12:45, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5615, loss_cls: 3.1762, loss: 3.1762, grad_norm: 1.2321 2022-02-07 23:43:28,558 - mmaction - INFO - Epoch [24][760/940] lr: 2.921e-01, eta: 3 days, 7:11:53, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5600, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.2284 2022-02-07 23:43:52,001 - mmaction - INFO - Epoch [24][780/940] lr: 2.923e-01, eta: 3 days, 7:11:00, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5623, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.2265 2022-02-07 23:44:15,464 - mmaction - INFO - Epoch [24][800/940] lr: 2.925e-01, eta: 3 days, 7:10:08, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5646, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.2081 2022-02-07 23:44:38,934 - mmaction - INFO - Epoch [24][820/940] lr: 2.928e-01, eta: 3 days, 7:09:17, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5670, loss_cls: 3.1577, loss: 3.1577, grad_norm: 1.2414 2022-02-07 23:45:02,453 - mmaction - INFO - Epoch [24][840/940] lr: 2.930e-01, eta: 3 days, 7:08:25, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5578, loss_cls: 3.1824, loss: 3.1824, grad_norm: 1.2509 2022-02-07 23:45:25,965 - mmaction - INFO - Epoch [24][860/940] lr: 2.932e-01, eta: 3 days, 7:07:34, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.2988, top5_acc: 0.5555, loss_cls: 3.2177, loss: 3.2177, grad_norm: 1.2307 2022-02-07 23:45:49,422 - mmaction - INFO - Epoch [24][880/940] lr: 2.934e-01, eta: 3 days, 7:06:42, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5580, loss_cls: 3.2119, loss: 3.2119, grad_norm: 1.2206 2022-02-07 23:46:12,994 - mmaction - INFO - Epoch [24][900/940] lr: 2.937e-01, eta: 3 days, 7:05:51, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.3014, top5_acc: 0.5588, loss_cls: 3.2178, loss: 3.2178, grad_norm: 1.2310 2022-02-07 23:46:36,605 - mmaction - INFO - Epoch [24][920/940] lr: 2.939e-01, eta: 3 days, 7:05:01, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5641, loss_cls: 3.1706, loss: 3.1706, grad_norm: 1.2202 2022-02-07 23:46:58,896 - mmaction - INFO - Epoch [24][940/940] lr: 2.941e-01, eta: 3 days, 7:03:58, time: 1.114, data_time: 0.060, memory: 9497, top1_acc: 0.3032, top5_acc: 0.5548, loss_cls: 3.2114, loss: 3.2114, grad_norm: 1.2316 2022-02-07 23:49:44,422 - mmaction - INFO - Epoch [25][20/940] lr: 2.943e-01, eta: 3 days, 7:25:10, time: 8.027, data_time: 6.515, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5631, loss_cls: 3.1934, loss: 3.1934, grad_norm: 1.2283 2022-02-07 23:50:08,098 - mmaction - INFO - Epoch [25][40/940] lr: 2.946e-01, eta: 3 days, 7:24:19, time: 1.184, data_time: 0.050, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5609, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.2200 2022-02-07 23:50:31,239 - mmaction - INFO - Epoch [25][60/940] lr: 2.948e-01, eta: 3 days, 7:23:23, time: 1.156, data_time: 0.049, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5668, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.2126 2022-02-07 23:50:54,403 - mmaction - INFO - Epoch [25][80/940] lr: 2.950e-01, eta: 3 days, 7:22:28, time: 1.159, data_time: 0.045, memory: 9497, top1_acc: 0.3059, top5_acc: 0.5582, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.2302 2022-02-07 23:51:17,662 - mmaction - INFO - Epoch [25][100/940] lr: 2.952e-01, eta: 3 days, 7:21:33, time: 1.163, data_time: 0.049, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5604, loss_cls: 3.1909, loss: 3.1909, grad_norm: 1.2161 2022-02-07 23:51:40,934 - mmaction - INFO - Epoch [25][120/940] lr: 2.955e-01, eta: 3 days, 7:20:38, time: 1.162, data_time: 0.043, memory: 9497, top1_acc: 0.3000, top5_acc: 0.5537, loss_cls: 3.2280, loss: 3.2280, grad_norm: 1.2473 2022-02-07 23:52:04,217 - mmaction - INFO - Epoch [25][140/940] lr: 2.957e-01, eta: 3 days, 7:19:44, time: 1.164, data_time: 0.055, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5676, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.2186 2022-02-07 23:52:27,426 - mmaction - INFO - Epoch [25][160/940] lr: 2.959e-01, eta: 3 days, 7:18:49, time: 1.161, data_time: 0.055, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5656, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.2084 2022-02-07 23:52:50,713 - mmaction - INFO - Epoch [25][180/940] lr: 2.961e-01, eta: 3 days, 7:17:55, time: 1.164, data_time: 0.055, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5643, loss_cls: 3.1996, loss: 3.1996, grad_norm: 1.2190 2022-02-07 23:53:14,066 - mmaction - INFO - Epoch [25][200/940] lr: 2.964e-01, eta: 3 days, 7:17:01, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5660, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.2248 2022-02-07 23:53:37,381 - mmaction - INFO - Epoch [25][220/940] lr: 2.966e-01, eta: 3 days, 7:16:08, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5631, loss_cls: 3.1910, loss: 3.1910, grad_norm: 1.2374 2022-02-07 23:54:00,672 - mmaction - INFO - Epoch [25][240/940] lr: 2.968e-01, eta: 3 days, 7:15:14, time: 1.165, data_time: 0.060, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5666, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.2166 2022-02-07 23:54:23,986 - mmaction - INFO - Epoch [25][260/940] lr: 2.970e-01, eta: 3 days, 7:14:20, time: 1.166, data_time: 0.055, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5605, loss_cls: 3.1899, loss: 3.1899, grad_norm: 1.2469 2022-02-07 23:54:47,295 - mmaction - INFO - Epoch [25][280/940] lr: 2.973e-01, eta: 3 days, 7:13:26, time: 1.165, data_time: 0.055, memory: 9497, top1_acc: 0.3029, top5_acc: 0.5563, loss_cls: 3.2056, loss: 3.2056, grad_norm: 1.2243 2022-02-07 23:55:10,663 - mmaction - INFO - Epoch [25][300/940] lr: 2.975e-01, eta: 3 days, 7:12:33, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5676, loss_cls: 3.1825, loss: 3.1825, grad_norm: 1.2112 2022-02-07 23:55:34,096 - mmaction - INFO - Epoch [25][320/940] lr: 2.977e-01, eta: 3 days, 7:11:41, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5645, loss_cls: 3.1807, loss: 3.1807, grad_norm: 1.2028 2022-02-07 23:55:57,596 - mmaction - INFO - Epoch [25][340/940] lr: 2.979e-01, eta: 3 days, 7:10:49, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.2990, top5_acc: 0.5533, loss_cls: 3.2366, loss: 3.2366, grad_norm: 1.2115 2022-02-07 23:56:20,991 - mmaction - INFO - Epoch [25][360/940] lr: 2.982e-01, eta: 3 days, 7:09:56, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5703, loss_cls: 3.1194, loss: 3.1194, grad_norm: 1.2528 2022-02-07 23:56:44,604 - mmaction - INFO - Epoch [25][380/940] lr: 2.984e-01, eta: 3 days, 7:09:06, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.3057, top5_acc: 0.5582, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.2172 2022-02-07 23:57:08,135 - mmaction - INFO - Epoch [25][400/940] lr: 2.986e-01, eta: 3 days, 7:08:15, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5629, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.2382 2022-02-07 23:57:31,544 - mmaction - INFO - Epoch [25][420/940] lr: 2.988e-01, eta: 3 days, 7:07:22, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5527, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.2214 2022-02-07 23:57:54,950 - mmaction - INFO - Epoch [25][440/940] lr: 2.991e-01, eta: 3 days, 7:06:30, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3018, top5_acc: 0.5533, loss_cls: 3.2220, loss: 3.2220, grad_norm: 1.2387 2022-02-07 23:58:18,347 - mmaction - INFO - Epoch [25][460/940] lr: 2.993e-01, eta: 3 days, 7:05:38, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.3086, top5_acc: 0.5570, loss_cls: 3.2239, loss: 3.2239, grad_norm: 1.2022 2022-02-07 23:58:41,937 - mmaction - INFO - Epoch [25][480/940] lr: 2.995e-01, eta: 3 days, 7:04:47, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5744, loss_cls: 3.1385, loss: 3.1385, grad_norm: 1.2083 2022-02-07 23:59:05,462 - mmaction - INFO - Epoch [25][500/940] lr: 2.997e-01, eta: 3 days, 7:03:56, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.3047, top5_acc: 0.5635, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.2361 2022-02-07 23:59:29,035 - mmaction - INFO - Epoch [25][520/940] lr: 3.000e-01, eta: 3 days, 7:03:05, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5652, loss_cls: 3.1744, loss: 3.1744, grad_norm: 1.2127 2022-02-07 23:59:52,368 - mmaction - INFO - Epoch [25][540/940] lr: 3.002e-01, eta: 3 days, 7:02:12, time: 1.167, data_time: 0.057, memory: 9497, top1_acc: 0.2969, top5_acc: 0.5545, loss_cls: 3.2345, loss: 3.2345, grad_norm: 1.2136 2022-02-08 00:00:17,023 - mmaction - INFO - Epoch [25][560/940] lr: 3.004e-01, eta: 3 days, 7:01:32, time: 1.233, data_time: 0.066, memory: 9497, top1_acc: 0.3049, top5_acc: 0.5605, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.2283 2022-02-08 00:00:40,522 - mmaction - INFO - Epoch [25][580/940] lr: 3.006e-01, eta: 3 days, 7:00:41, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3045, top5_acc: 0.5604, loss_cls: 3.1895, loss: 3.1895, grad_norm: 1.2132 2022-02-08 00:01:03,942 - mmaction - INFO - Epoch [25][600/940] lr: 3.009e-01, eta: 3 days, 6:59:49, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5533, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.1954 2022-02-08 00:01:27,347 - mmaction - INFO - Epoch [25][620/940] lr: 3.011e-01, eta: 3 days, 6:58:57, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5525, loss_cls: 3.2264, loss: 3.2264, grad_norm: 1.2226 2022-02-08 00:01:50,826 - mmaction - INFO - Epoch [25][640/940] lr: 3.013e-01, eta: 3 days, 6:58:06, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.3092, top5_acc: 0.5627, loss_cls: 3.1936, loss: 3.1936, grad_norm: 1.2202 2022-02-08 00:02:14,171 - mmaction - INFO - Epoch [25][660/940] lr: 3.015e-01, eta: 3 days, 6:57:14, time: 1.168, data_time: 0.058, memory: 9497, top1_acc: 0.2949, top5_acc: 0.5420, loss_cls: 3.2983, loss: 3.2983, grad_norm: 1.2144 2022-02-08 00:02:37,623 - mmaction - INFO - Epoch [25][680/940] lr: 3.018e-01, eta: 3 days, 6:56:22, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5674, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.1922 2022-02-08 00:03:01,094 - mmaction - INFO - Epoch [25][700/940] lr: 3.020e-01, eta: 3 days, 6:55:31, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5625, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.2254 2022-02-08 00:03:24,641 - mmaction - INFO - Epoch [25][720/940] lr: 3.022e-01, eta: 3 days, 6:54:41, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5631, loss_cls: 3.1495, loss: 3.1495, grad_norm: 1.1979 2022-02-08 00:03:48,142 - mmaction - INFO - Epoch [25][740/940] lr: 3.024e-01, eta: 3 days, 6:53:50, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5582, loss_cls: 3.1860, loss: 3.1860, grad_norm: 1.2133 2022-02-08 00:04:11,545 - mmaction - INFO - Epoch [25][760/940] lr: 3.027e-01, eta: 3 days, 6:52:58, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5531, loss_cls: 3.2263, loss: 3.2263, grad_norm: 1.2111 2022-02-08 00:04:34,857 - mmaction - INFO - Epoch [25][780/940] lr: 3.029e-01, eta: 3 days, 6:52:06, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.3039, top5_acc: 0.5588, loss_cls: 3.2203, loss: 3.2203, grad_norm: 1.2142 2022-02-08 00:04:58,350 - mmaction - INFO - Epoch [25][800/940] lr: 3.031e-01, eta: 3 days, 6:51:15, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5633, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.2074 2022-02-08 00:05:21,811 - mmaction - INFO - Epoch [25][820/940] lr: 3.033e-01, eta: 3 days, 6:50:24, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5670, loss_cls: 3.1695, loss: 3.1695, grad_norm: 1.1972 2022-02-08 00:05:45,323 - mmaction - INFO - Epoch [25][840/940] lr: 3.036e-01, eta: 3 days, 6:49:34, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3025, top5_acc: 0.5645, loss_cls: 3.2124, loss: 3.2124, grad_norm: 1.2380 2022-02-08 00:06:08,860 - mmaction - INFO - Epoch [25][860/940] lr: 3.038e-01, eta: 3 days, 6:48:44, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5627, loss_cls: 3.1839, loss: 3.1839, grad_norm: 1.2246 2022-02-08 00:06:32,388 - mmaction - INFO - Epoch [25][880/940] lr: 3.040e-01, eta: 3 days, 6:47:54, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5496, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.2145 2022-02-08 00:06:55,909 - mmaction - INFO - Epoch [25][900/940] lr: 3.042e-01, eta: 3 days, 6:47:03, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5635, loss_cls: 3.1894, loss: 3.1894, grad_norm: 1.2071 2022-02-08 00:07:19,422 - mmaction - INFO - Epoch [25][920/940] lr: 3.045e-01, eta: 3 days, 6:46:13, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5660, loss_cls: 3.1885, loss: 3.1885, grad_norm: 1.2126 2022-02-08 00:07:41,668 - mmaction - INFO - Epoch [25][940/940] lr: 3.047e-01, eta: 3 days, 6:45:11, time: 1.113, data_time: 0.060, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5554, loss_cls: 3.2132, loss: 3.2132, grad_norm: 1.2346 2022-02-08 00:07:49,742 - mmaction - INFO - Saving checkpoint at 25 epochs 2022-02-08 00:11:28,133 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 00:11:28,903 - mmaction - INFO - top1_acc 0.3087 top5_acc 0.5856 2022-02-08 00:11:28,903 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 00:11:28,937 - mmaction - INFO - mean_acc 0.3085 2022-02-08 00:11:28,946 - mmaction - INFO - Epoch(val) [25][78] top1_acc: 0.3087, top5_acc: 0.5856, mean_class_accuracy: 0.3085 2022-02-08 00:13:49,815 - mmaction - INFO - Epoch [26][20/940] lr: 3.049e-01, eta: 3 days, 7:02:24, time: 7.040, data_time: 5.558, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5654, loss_cls: 3.1579, loss: 3.1579, grad_norm: 1.2169 2022-02-08 00:14:12,804 - mmaction - INFO - Epoch [26][40/940] lr: 3.051e-01, eta: 3 days, 7:01:28, time: 1.150, data_time: 0.047, memory: 9497, top1_acc: 0.3059, top5_acc: 0.5658, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.2136 2022-02-08 00:14:35,880 - mmaction - INFO - Epoch [26][60/940] lr: 3.054e-01, eta: 3 days, 7:00:33, time: 1.153, data_time: 0.041, memory: 9497, top1_acc: 0.2984, top5_acc: 0.5557, loss_cls: 3.2322, loss: 3.2322, grad_norm: 1.2115 2022-02-08 00:14:59,194 - mmaction - INFO - Epoch [26][80/940] lr: 3.056e-01, eta: 3 days, 6:59:40, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.3018, top5_acc: 0.5537, loss_cls: 3.2041, loss: 3.2041, grad_norm: 1.1726 2022-02-08 00:15:22,509 - mmaction - INFO - Epoch [26][100/940] lr: 3.058e-01, eta: 3 days, 6:58:48, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5709, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.1979 2022-02-08 00:15:45,916 - mmaction - INFO - Epoch [26][120/940] lr: 3.060e-01, eta: 3 days, 6:57:56, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5656, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.1916 2022-02-08 00:16:09,306 - mmaction - INFO - Epoch [26][140/940] lr: 3.063e-01, eta: 3 days, 6:57:04, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5613, loss_cls: 3.1712, loss: 3.1712, grad_norm: 1.2122 2022-02-08 00:16:32,740 - mmaction - INFO - Epoch [26][160/940] lr: 3.065e-01, eta: 3 days, 6:56:12, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5611, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.2264 2022-02-08 00:16:56,176 - mmaction - INFO - Epoch [26][180/940] lr: 3.067e-01, eta: 3 days, 6:55:21, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5682, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.1955 2022-02-08 00:17:19,673 - mmaction - INFO - Epoch [26][200/940] lr: 3.069e-01, eta: 3 days, 6:54:30, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5609, loss_cls: 3.1547, loss: 3.1547, grad_norm: 1.2163 2022-02-08 00:17:43,167 - mmaction - INFO - Epoch [26][220/940] lr: 3.072e-01, eta: 3 days, 6:53:39, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3000, top5_acc: 0.5641, loss_cls: 3.1933, loss: 3.1933, grad_norm: 1.2142 2022-02-08 00:18:06,825 - mmaction - INFO - Epoch [26][240/940] lr: 3.074e-01, eta: 3 days, 6:52:50, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5564, loss_cls: 3.1903, loss: 3.1903, grad_norm: 1.2004 2022-02-08 00:18:30,383 - mmaction - INFO - Epoch [26][260/940] lr: 3.076e-01, eta: 3 days, 6:52:00, time: 1.179, data_time: 0.049, memory: 9497, top1_acc: 0.3039, top5_acc: 0.5596, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.1939 2022-02-08 00:18:53,857 - mmaction - INFO - Epoch [26][280/940] lr: 3.078e-01, eta: 3 days, 6:51:09, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5553, loss_cls: 3.2266, loss: 3.2266, grad_norm: 1.2120 2022-02-08 00:19:17,416 - mmaction - INFO - Epoch [26][300/940] lr: 3.081e-01, eta: 3 days, 6:50:19, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5717, loss_cls: 3.1747, loss: 3.1747, grad_norm: 1.1910 2022-02-08 00:19:40,948 - mmaction - INFO - Epoch [26][320/940] lr: 3.083e-01, eta: 3 days, 6:49:28, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5684, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.2148 2022-02-08 00:20:04,544 - mmaction - INFO - Epoch [26][340/940] lr: 3.085e-01, eta: 3 days, 6:48:39, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5680, loss_cls: 3.1563, loss: 3.1563, grad_norm: 1.1839 2022-02-08 00:20:28,115 - mmaction - INFO - Epoch [26][360/940] lr: 3.087e-01, eta: 3 days, 6:47:49, time: 1.179, data_time: 0.064, memory: 9497, top1_acc: 0.3057, top5_acc: 0.5600, loss_cls: 3.1885, loss: 3.1885, grad_norm: 1.2259 2022-02-08 00:20:51,643 - mmaction - INFO - Epoch [26][380/940] lr: 3.090e-01, eta: 3 days, 6:46:59, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5684, loss_cls: 3.1505, loss: 3.1505, grad_norm: 1.2258 2022-02-08 00:21:15,213 - mmaction - INFO - Epoch [26][400/940] lr: 3.092e-01, eta: 3 days, 6:46:09, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.3035, top5_acc: 0.5525, loss_cls: 3.2182, loss: 3.2182, grad_norm: 1.2155 2022-02-08 00:21:38,798 - mmaction - INFO - Epoch [26][420/940] lr: 3.094e-01, eta: 3 days, 6:45:20, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5592, loss_cls: 3.1979, loss: 3.1979, grad_norm: 1.2218 2022-02-08 00:22:02,478 - mmaction - INFO - Epoch [26][440/940] lr: 3.097e-01, eta: 3 days, 6:44:31, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5590, loss_cls: 3.1928, loss: 3.1928, grad_norm: 1.2011 2022-02-08 00:22:26,108 - mmaction - INFO - Epoch [26][460/940] lr: 3.099e-01, eta: 3 days, 6:43:42, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.2980, top5_acc: 0.5514, loss_cls: 3.2305, loss: 3.2305, grad_norm: 1.2463 2022-02-08 00:22:49,598 - mmaction - INFO - Epoch [26][480/940] lr: 3.101e-01, eta: 3 days, 6:42:52, time: 1.174, data_time: 0.065, memory: 9497, top1_acc: 0.3061, top5_acc: 0.5787, loss_cls: 3.1576, loss: 3.1576, grad_norm: 1.2434 2022-02-08 00:23:13,174 - mmaction - INFO - Epoch [26][500/940] lr: 3.103e-01, eta: 3 days, 6:42:02, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.2971, top5_acc: 0.5586, loss_cls: 3.2187, loss: 3.2187, grad_norm: 1.1888 2022-02-08 00:23:36,784 - mmaction - INFO - Epoch [26][520/940] lr: 3.106e-01, eta: 3 days, 6:41:13, time: 1.181, data_time: 0.063, memory: 9497, top1_acc: 0.2992, top5_acc: 0.5455, loss_cls: 3.2420, loss: 3.2420, grad_norm: 1.2194 2022-02-08 00:24:00,355 - mmaction - INFO - Epoch [26][540/940] lr: 3.108e-01, eta: 3 days, 6:40:24, time: 1.178, data_time: 0.064, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5664, loss_cls: 3.1907, loss: 3.1907, grad_norm: 1.2030 2022-02-08 00:24:24,065 - mmaction - INFO - Epoch [26][560/940] lr: 3.110e-01, eta: 3 days, 6:39:36, time: 1.186, data_time: 0.056, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5713, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.2115 2022-02-08 00:24:47,743 - mmaction - INFO - Epoch [26][580/940] lr: 3.112e-01, eta: 3 days, 6:38:47, time: 1.183, data_time: 0.052, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5580, loss_cls: 3.2129, loss: 3.2129, grad_norm: 1.2051 2022-02-08 00:25:11,548 - mmaction - INFO - Epoch [26][600/940] lr: 3.115e-01, eta: 3 days, 6:38:00, time: 1.190, data_time: 0.055, memory: 9497, top1_acc: 0.3047, top5_acc: 0.5648, loss_cls: 3.2007, loss: 3.2007, grad_norm: 1.2116 2022-02-08 00:25:35,250 - mmaction - INFO - Epoch [26][620/940] lr: 3.117e-01, eta: 3 days, 6:37:12, time: 1.185, data_time: 0.053, memory: 9497, top1_acc: 0.3000, top5_acc: 0.5492, loss_cls: 3.2371, loss: 3.2371, grad_norm: 1.1994 2022-02-08 00:25:58,849 - mmaction - INFO - Epoch [26][640/940] lr: 3.119e-01, eta: 3 days, 6:36:23, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.3051, top5_acc: 0.5563, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.2303 2022-02-08 00:26:22,359 - mmaction - INFO - Epoch [26][660/940] lr: 3.121e-01, eta: 3 days, 6:35:33, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.2951, top5_acc: 0.5441, loss_cls: 3.2463, loss: 3.2463, grad_norm: 1.1921 2022-02-08 00:26:46,041 - mmaction - INFO - Epoch [26][680/940] lr: 3.124e-01, eta: 3 days, 6:34:45, time: 1.184, data_time: 0.061, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5602, loss_cls: 3.2016, loss: 3.2016, grad_norm: 1.1993 2022-02-08 00:27:09,745 - mmaction - INFO - Epoch [26][700/940] lr: 3.126e-01, eta: 3 days, 6:33:57, time: 1.185, data_time: 0.063, memory: 9497, top1_acc: 0.2957, top5_acc: 0.5447, loss_cls: 3.2710, loss: 3.2710, grad_norm: 1.2060 2022-02-08 00:27:33,260 - mmaction - INFO - Epoch [26][720/940] lr: 3.128e-01, eta: 3 days, 6:33:08, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5596, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.2041 2022-02-08 00:27:57,010 - mmaction - INFO - Epoch [26][740/940] lr: 3.130e-01, eta: 3 days, 6:32:20, time: 1.187, data_time: 0.056, memory: 9497, top1_acc: 0.3035, top5_acc: 0.5580, loss_cls: 3.2221, loss: 3.2221, grad_norm: 1.2066 2022-02-08 00:28:20,675 - mmaction - INFO - Epoch [26][760/940] lr: 3.133e-01, eta: 3 days, 6:31:32, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.3086, top5_acc: 0.5592, loss_cls: 3.1910, loss: 3.1910, grad_norm: 1.1852 2022-02-08 00:28:44,242 - mmaction - INFO - Epoch [26][780/940] lr: 3.135e-01, eta: 3 days, 6:30:43, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5811, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.2080 2022-02-08 00:29:08,022 - mmaction - INFO - Epoch [26][800/940] lr: 3.137e-01, eta: 3 days, 6:29:56, time: 1.189, data_time: 0.057, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5676, loss_cls: 3.1679, loss: 3.1679, grad_norm: 1.1928 2022-02-08 00:29:31,658 - mmaction - INFO - Epoch [26][820/940] lr: 3.139e-01, eta: 3 days, 6:29:08, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.3029, top5_acc: 0.5547, loss_cls: 3.2357, loss: 3.2357, grad_norm: 1.2117 2022-02-08 00:29:55,218 - mmaction - INFO - Epoch [26][840/940] lr: 3.142e-01, eta: 3 days, 6:28:19, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.3021, top5_acc: 0.5635, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.2006 2022-02-08 00:30:18,676 - mmaction - INFO - Epoch [26][860/940] lr: 3.144e-01, eta: 3 days, 6:27:29, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5604, loss_cls: 3.2002, loss: 3.2002, grad_norm: 1.2184 2022-02-08 00:30:42,324 - mmaction - INFO - Epoch [26][880/940] lr: 3.146e-01, eta: 3 days, 6:26:41, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5586, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.1804 2022-02-08 00:31:05,800 - mmaction - INFO - Epoch [26][900/940] lr: 3.148e-01, eta: 3 days, 6:25:51, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5711, loss_cls: 3.1530, loss: 3.1530, grad_norm: 1.2254 2022-02-08 00:31:29,329 - mmaction - INFO - Epoch [26][920/940] lr: 3.151e-01, eta: 3 days, 6:25:03, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3014, top5_acc: 0.5527, loss_cls: 3.2551, loss: 3.2551, grad_norm: 1.2052 2022-02-08 00:31:51,596 - mmaction - INFO - Epoch [26][940/940] lr: 3.153e-01, eta: 3 days, 6:24:02, time: 1.113, data_time: 0.057, memory: 9497, top1_acc: 0.3015, top5_acc: 0.5593, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.2162 2022-02-08 00:34:21,704 - mmaction - INFO - Epoch [27][20/940] lr: 3.155e-01, eta: 3 days, 6:41:35, time: 7.408, data_time: 6.048, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5631, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.2061 2022-02-08 00:34:44,735 - mmaction - INFO - Epoch [27][40/940] lr: 3.157e-01, eta: 3 days, 6:40:41, time: 1.152, data_time: 0.050, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5684, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.2442 2022-02-08 00:35:07,948 - mmaction - INFO - Epoch [27][60/940] lr: 3.160e-01, eta: 3 days, 6:39:48, time: 1.160, data_time: 0.042, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5686, loss_cls: 3.1647, loss: 3.1647, grad_norm: 1.2031 2022-02-08 00:35:31,360 - mmaction - INFO - Epoch [27][80/940] lr: 3.162e-01, eta: 3 days, 6:38:57, time: 1.172, data_time: 0.045, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5754, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.2150 2022-02-08 00:35:54,766 - mmaction - INFO - Epoch [27][100/940] lr: 3.164e-01, eta: 3 days, 6:38:06, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3006, top5_acc: 0.5559, loss_cls: 3.2209, loss: 3.2209, grad_norm: 1.2141 2022-02-08 00:36:17,945 - mmaction - INFO - Epoch [27][120/940] lr: 3.166e-01, eta: 3 days, 6:37:14, time: 1.159, data_time: 0.052, memory: 9497, top1_acc: 0.3021, top5_acc: 0.5535, loss_cls: 3.2309, loss: 3.2309, grad_norm: 1.1975 2022-02-08 00:36:41,225 - mmaction - INFO - Epoch [27][140/940] lr: 3.169e-01, eta: 3 days, 6:36:22, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5547, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.1972 2022-02-08 00:37:04,510 - mmaction - INFO - Epoch [27][160/940] lr: 3.171e-01, eta: 3 days, 6:35:30, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.3066, top5_acc: 0.5643, loss_cls: 3.2032, loss: 3.2032, grad_norm: 1.2081 2022-02-08 00:37:27,828 - mmaction - INFO - Epoch [27][180/940] lr: 3.173e-01, eta: 3 days, 6:34:39, time: 1.167, data_time: 0.045, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5510, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.1904 2022-02-08 00:37:51,276 - mmaction - INFO - Epoch [27][200/940] lr: 3.175e-01, eta: 3 days, 6:33:49, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5629, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.2103 2022-02-08 00:38:14,626 - mmaction - INFO - Epoch [27][220/940] lr: 3.178e-01, eta: 3 days, 6:32:57, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5687, loss_cls: 3.1618, loss: 3.1618, grad_norm: 1.2032 2022-02-08 00:38:38,057 - mmaction - INFO - Epoch [27][240/940] lr: 3.180e-01, eta: 3 days, 6:32:07, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5580, loss_cls: 3.2008, loss: 3.2008, grad_norm: 1.2214 2022-02-08 00:39:01,530 - mmaction - INFO - Epoch [27][260/940] lr: 3.182e-01, eta: 3 days, 6:31:17, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3049, top5_acc: 0.5588, loss_cls: 3.2278, loss: 3.2278, grad_norm: 1.1761 2022-02-08 00:39:24,997 - mmaction - INFO - Epoch [27][280/940] lr: 3.184e-01, eta: 3 days, 6:30:27, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5693, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.1927 2022-02-08 00:39:48,488 - mmaction - INFO - Epoch [27][300/940] lr: 3.187e-01, eta: 3 days, 6:29:38, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5549, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.1972 2022-02-08 00:40:12,192 - mmaction - INFO - Epoch [27][320/940] lr: 3.189e-01, eta: 3 days, 6:28:50, time: 1.186, data_time: 0.065, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5627, loss_cls: 3.1612, loss: 3.1612, grad_norm: 1.2140 2022-02-08 00:40:35,738 - mmaction - INFO - Epoch [27][340/940] lr: 3.191e-01, eta: 3 days, 6:28:01, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3094, top5_acc: 0.5584, loss_cls: 3.1936, loss: 3.1936, grad_norm: 1.1883 2022-02-08 00:40:59,220 - mmaction - INFO - Epoch [27][360/940] lr: 3.193e-01, eta: 3 days, 6:27:11, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5596, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.2118 2022-02-08 00:41:22,758 - mmaction - INFO - Epoch [27][380/940] lr: 3.196e-01, eta: 3 days, 6:26:22, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5742, loss_cls: 3.1267, loss: 3.1267, grad_norm: 1.1854 2022-02-08 00:41:46,207 - mmaction - INFO - Epoch [27][400/940] lr: 3.198e-01, eta: 3 days, 6:25:32, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3057, top5_acc: 0.5668, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.2248 2022-02-08 00:42:09,654 - mmaction - INFO - Epoch [27][420/940] lr: 3.200e-01, eta: 3 days, 6:24:43, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5604, loss_cls: 3.2191, loss: 3.2191, grad_norm: 1.1871 2022-02-08 00:42:33,177 - mmaction - INFO - Epoch [27][440/940] lr: 3.202e-01, eta: 3 days, 6:23:53, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3086, top5_acc: 0.5662, loss_cls: 3.1938, loss: 3.1938, grad_norm: 1.1859 2022-02-08 00:42:56,658 - mmaction - INFO - Epoch [27][460/940] lr: 3.205e-01, eta: 3 days, 6:23:04, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5682, loss_cls: 3.1620, loss: 3.1620, grad_norm: 1.2022 2022-02-08 00:43:20,203 - mmaction - INFO - Epoch [27][480/940] lr: 3.207e-01, eta: 3 days, 6:22:15, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.2977, top5_acc: 0.5605, loss_cls: 3.1832, loss: 3.1832, grad_norm: 1.2152 2022-02-08 00:43:43,683 - mmaction - INFO - Epoch [27][500/940] lr: 3.209e-01, eta: 3 days, 6:21:26, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5617, loss_cls: 3.1484, loss: 3.1484, grad_norm: 1.1825 2022-02-08 00:44:07,189 - mmaction - INFO - Epoch [27][520/940] lr: 3.211e-01, eta: 3 days, 6:20:37, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5641, loss_cls: 3.1704, loss: 3.1704, grad_norm: 1.1937 2022-02-08 00:44:30,835 - mmaction - INFO - Epoch [27][540/940] lr: 3.214e-01, eta: 3 days, 6:19:49, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5674, loss_cls: 3.1546, loss: 3.1546, grad_norm: 1.2178 2022-02-08 00:44:54,346 - mmaction - INFO - Epoch [27][560/940] lr: 3.216e-01, eta: 3 days, 6:19:00, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5529, loss_cls: 3.2445, loss: 3.2445, grad_norm: 1.1907 2022-02-08 00:45:17,838 - mmaction - INFO - Epoch [27][580/940] lr: 3.218e-01, eta: 3 days, 6:18:11, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.2971, top5_acc: 0.5584, loss_cls: 3.2234, loss: 3.2234, grad_norm: 1.1904 2022-02-08 00:45:41,275 - mmaction - INFO - Epoch [27][600/940] lr: 3.220e-01, eta: 3 days, 6:17:22, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5639, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.1810 2022-02-08 00:46:04,754 - mmaction - INFO - Epoch [27][620/940] lr: 3.223e-01, eta: 3 days, 6:16:33, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5578, loss_cls: 3.1798, loss: 3.1798, grad_norm: 1.1841 2022-02-08 00:46:28,334 - mmaction - INFO - Epoch [27][640/940] lr: 3.225e-01, eta: 3 days, 6:15:45, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.3074, top5_acc: 0.5607, loss_cls: 3.1974, loss: 3.1974, grad_norm: 1.1947 2022-02-08 00:46:51,795 - mmaction - INFO - Epoch [27][660/940] lr: 3.227e-01, eta: 3 days, 6:14:55, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3047, top5_acc: 0.5555, loss_cls: 3.2274, loss: 3.2274, grad_norm: 1.2126 2022-02-08 00:47:15,363 - mmaction - INFO - Epoch [27][680/940] lr: 3.229e-01, eta: 3 days, 6:14:07, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.2979, top5_acc: 0.5578, loss_cls: 3.2264, loss: 3.2264, grad_norm: 1.1851 2022-02-08 00:47:38,851 - mmaction - INFO - Epoch [27][700/940] lr: 3.232e-01, eta: 3 days, 6:13:18, time: 1.174, data_time: 0.066, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5680, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.1876 2022-02-08 00:48:02,455 - mmaction - INFO - Epoch [27][720/940] lr: 3.234e-01, eta: 3 days, 6:12:30, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5662, loss_cls: 3.1758, loss: 3.1758, grad_norm: 1.2192 2022-02-08 00:48:26,066 - mmaction - INFO - Epoch [27][740/940] lr: 3.236e-01, eta: 3 days, 6:11:43, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5617, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.2115 2022-02-08 00:48:49,657 - mmaction - INFO - Epoch [27][760/940] lr: 3.238e-01, eta: 3 days, 6:10:55, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5568, loss_cls: 3.1927, loss: 3.1927, grad_norm: 1.1950 2022-02-08 00:49:13,204 - mmaction - INFO - Epoch [27][780/940] lr: 3.241e-01, eta: 3 days, 6:10:07, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5564, loss_cls: 3.2239, loss: 3.2239, grad_norm: 1.1886 2022-02-08 00:49:36,735 - mmaction - INFO - Epoch [27][800/940] lr: 3.243e-01, eta: 3 days, 6:09:18, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3006, top5_acc: 0.5639, loss_cls: 3.2167, loss: 3.2167, grad_norm: 1.1802 2022-02-08 00:50:00,203 - mmaction - INFO - Epoch [27][820/940] lr: 3.245e-01, eta: 3 days, 6:08:30, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.2996, top5_acc: 0.5543, loss_cls: 3.2440, loss: 3.2440, grad_norm: 1.2222 2022-02-08 00:50:23,765 - mmaction - INFO - Epoch [27][840/940] lr: 3.247e-01, eta: 3 days, 6:07:42, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5748, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.1813 2022-02-08 00:50:47,320 - mmaction - INFO - Epoch [27][860/940] lr: 3.250e-01, eta: 3 days, 6:06:54, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5588, loss_cls: 3.2017, loss: 3.2017, grad_norm: 1.1887 2022-02-08 00:51:10,712 - mmaction - INFO - Epoch [27][880/940] lr: 3.252e-01, eta: 3 days, 6:06:04, time: 1.170, data_time: 0.061, memory: 9497, top1_acc: 0.3121, top5_acc: 0.5627, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.1931 2022-02-08 00:51:34,251 - mmaction - INFO - Epoch [27][900/940] lr: 3.254e-01, eta: 3 days, 6:05:16, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5533, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.1924 2022-02-08 00:51:57,702 - mmaction - INFO - Epoch [27][920/940] lr: 3.256e-01, eta: 3 days, 6:04:28, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5615, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.2041 2022-02-08 00:52:19,911 - mmaction - INFO - Epoch [27][940/940] lr: 3.259e-01, eta: 3 days, 6:03:29, time: 1.111, data_time: 0.070, memory: 9497, top1_acc: 0.3070, top5_acc: 0.5497, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.1910 2022-02-08 00:55:03,848 - mmaction - INFO - Epoch [28][20/940] lr: 3.261e-01, eta: 3 days, 6:21:51, time: 7.964, data_time: 6.444, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5744, loss_cls: 3.1566, loss: 3.1566, grad_norm: 1.1887 2022-02-08 00:55:26,905 - mmaction - INFO - Epoch [28][40/940] lr: 3.263e-01, eta: 3 days, 6:20:58, time: 1.152, data_time: 0.054, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5564, loss_cls: 3.1983, loss: 3.1983, grad_norm: 1.2024 2022-02-08 00:55:50,164 - mmaction - INFO - Epoch [28][60/940] lr: 3.265e-01, eta: 3 days, 6:20:07, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5697, loss_cls: 3.1618, loss: 3.1618, grad_norm: 1.2248 2022-02-08 00:56:13,525 - mmaction - INFO - Epoch [28][80/940] lr: 3.268e-01, eta: 3 days, 6:19:17, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5750, loss_cls: 3.1408, loss: 3.1408, grad_norm: 1.2050 2022-02-08 00:56:36,883 - mmaction - INFO - Epoch [28][100/940] lr: 3.270e-01, eta: 3 days, 6:18:26, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5664, loss_cls: 3.1479, loss: 3.1479, grad_norm: 1.1908 2022-02-08 00:57:00,263 - mmaction - INFO - Epoch [28][120/940] lr: 3.272e-01, eta: 3 days, 6:17:36, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5662, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.1968 2022-02-08 00:57:23,703 - mmaction - INFO - Epoch [28][140/940] lr: 3.274e-01, eta: 3 days, 6:16:47, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3162, top5_acc: 0.5687, loss_cls: 3.1415, loss: 3.1415, grad_norm: 1.1960 2022-02-08 00:57:47,091 - mmaction - INFO - Epoch [28][160/940] lr: 3.277e-01, eta: 3 days, 6:15:57, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5748, loss_cls: 3.0989, loss: 3.0989, grad_norm: 1.1881 2022-02-08 00:58:10,446 - mmaction - INFO - Epoch [28][180/940] lr: 3.279e-01, eta: 3 days, 6:15:07, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5584, loss_cls: 3.2064, loss: 3.2064, grad_norm: 1.2125 2022-02-08 00:58:33,859 - mmaction - INFO - Epoch [28][200/940] lr: 3.281e-01, eta: 3 days, 6:14:17, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3066, top5_acc: 0.5654, loss_cls: 3.1737, loss: 3.1737, grad_norm: 1.1826 2022-02-08 00:58:57,334 - mmaction - INFO - Epoch [28][220/940] lr: 3.283e-01, eta: 3 days, 6:13:28, time: 1.174, data_time: 0.065, memory: 9497, top1_acc: 0.3059, top5_acc: 0.5637, loss_cls: 3.1927, loss: 3.1927, grad_norm: 1.1952 2022-02-08 00:59:20,796 - mmaction - INFO - Epoch [28][240/940] lr: 3.286e-01, eta: 3 days, 6:12:39, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5719, loss_cls: 3.1758, loss: 3.1758, grad_norm: 1.2070 2022-02-08 00:59:44,188 - mmaction - INFO - Epoch [28][260/940] lr: 3.288e-01, eta: 3 days, 6:11:50, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5656, loss_cls: 3.2077, loss: 3.2077, grad_norm: 1.1762 2022-02-08 01:00:07,552 - mmaction - INFO - Epoch [28][280/940] lr: 3.290e-01, eta: 3 days, 6:11:00, time: 1.167, data_time: 0.055, memory: 9497, top1_acc: 0.3002, top5_acc: 0.5520, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.2168 2022-02-08 01:00:30,963 - mmaction - INFO - Epoch [28][300/940] lr: 3.293e-01, eta: 3 days, 6:10:10, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.3006, top5_acc: 0.5555, loss_cls: 3.2104, loss: 3.2104, grad_norm: 1.1553 2022-02-08 01:00:54,449 - mmaction - INFO - Epoch [28][320/940] lr: 3.295e-01, eta: 3 days, 6:09:21, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5561, loss_cls: 3.2360, loss: 3.2360, grad_norm: 1.1944 2022-02-08 01:01:17,897 - mmaction - INFO - Epoch [28][340/940] lr: 3.297e-01, eta: 3 days, 6:08:32, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5574, loss_cls: 3.1728, loss: 3.1728, grad_norm: 1.1654 2022-02-08 01:01:41,418 - mmaction - INFO - Epoch [28][360/940] lr: 3.299e-01, eta: 3 days, 6:07:44, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5664, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.2080 2022-02-08 01:02:04,939 - mmaction - INFO - Epoch [28][380/940] lr: 3.302e-01, eta: 3 days, 6:06:56, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5674, loss_cls: 3.1480, loss: 3.1480, grad_norm: 1.1828 2022-02-08 01:02:28,491 - mmaction - INFO - Epoch [28][400/940] lr: 3.304e-01, eta: 3 days, 6:06:08, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5574, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.1919 2022-02-08 01:02:51,906 - mmaction - INFO - Epoch [28][420/940] lr: 3.306e-01, eta: 3 days, 6:05:19, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5668, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.1940 2022-02-08 01:03:15,402 - mmaction - INFO - Epoch [28][440/940] lr: 3.308e-01, eta: 3 days, 6:04:30, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.3049, top5_acc: 0.5564, loss_cls: 3.2005, loss: 3.2005, grad_norm: 1.2173 2022-02-08 01:03:38,835 - mmaction - INFO - Epoch [28][460/940] lr: 3.311e-01, eta: 3 days, 6:03:41, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5658, loss_cls: 3.1849, loss: 3.1849, grad_norm: 1.1761 2022-02-08 01:04:02,451 - mmaction - INFO - Epoch [28][480/940] lr: 3.313e-01, eta: 3 days, 6:02:54, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5744, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.2061 2022-02-08 01:04:26,069 - mmaction - INFO - Epoch [28][500/940] lr: 3.315e-01, eta: 3 days, 6:02:07, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5699, loss_cls: 3.1686, loss: 3.1686, grad_norm: 1.2015 2022-02-08 01:04:49,721 - mmaction - INFO - Epoch [28][520/940] lr: 3.317e-01, eta: 3 days, 6:01:20, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5623, loss_cls: 3.2164, loss: 3.2164, grad_norm: 1.1818 2022-02-08 01:05:13,322 - mmaction - INFO - Epoch [28][540/940] lr: 3.320e-01, eta: 3 days, 6:00:32, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5662, loss_cls: 3.1560, loss: 3.1560, grad_norm: 1.1759 2022-02-08 01:05:36,900 - mmaction - INFO - Epoch [28][560/940] lr: 3.322e-01, eta: 3 days, 5:59:45, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.3025, top5_acc: 0.5641, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.2177 2022-02-08 01:06:00,475 - mmaction - INFO - Epoch [28][580/940] lr: 3.324e-01, eta: 3 days, 5:58:57, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.2969, top5_acc: 0.5496, loss_cls: 3.2450, loss: 3.2450, grad_norm: 1.1845 2022-02-08 01:06:24,029 - mmaction - INFO - Epoch [28][600/940] lr: 3.326e-01, eta: 3 days, 5:58:10, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5457, loss_cls: 3.2411, loss: 3.2411, grad_norm: 1.1847 2022-02-08 01:06:47,601 - mmaction - INFO - Epoch [28][620/940] lr: 3.329e-01, eta: 3 days, 5:57:22, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5646, loss_cls: 3.1727, loss: 3.1727, grad_norm: 1.1705 2022-02-08 01:07:11,092 - mmaction - INFO - Epoch [28][640/940] lr: 3.331e-01, eta: 3 days, 5:56:34, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5596, loss_cls: 3.1749, loss: 3.1749, grad_norm: 1.2056 2022-02-08 01:07:34,556 - mmaction - INFO - Epoch [28][660/940] lr: 3.333e-01, eta: 3 days, 5:55:46, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3000, top5_acc: 0.5498, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.1874 2022-02-08 01:07:57,948 - mmaction - INFO - Epoch [28][680/940] lr: 3.335e-01, eta: 3 days, 5:54:57, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5621, loss_cls: 3.1770, loss: 3.1770, grad_norm: 1.1758 2022-02-08 01:08:21,488 - mmaction - INFO - Epoch [28][700/940] lr: 3.338e-01, eta: 3 days, 5:54:09, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5650, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.1837 2022-02-08 01:08:45,007 - mmaction - INFO - Epoch [28][720/940] lr: 3.340e-01, eta: 3 days, 5:53:22, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.3037, top5_acc: 0.5570, loss_cls: 3.2021, loss: 3.2021, grad_norm: 1.1904 2022-02-08 01:09:08,489 - mmaction - INFO - Epoch [28][740/940] lr: 3.342e-01, eta: 3 days, 5:52:34, time: 1.175, data_time: 0.045, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5672, loss_cls: 3.1557, loss: 3.1557, grad_norm: 1.1797 2022-02-08 01:09:32,020 - mmaction - INFO - Epoch [28][760/940] lr: 3.344e-01, eta: 3 days, 5:51:46, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.2992, top5_acc: 0.5701, loss_cls: 3.1937, loss: 3.1937, grad_norm: 1.1966 2022-02-08 01:09:55,568 - mmaction - INFO - Epoch [28][780/940] lr: 3.347e-01, eta: 3 days, 5:50:59, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5576, loss_cls: 3.2189, loss: 3.2189, grad_norm: 1.1908 2022-02-08 01:10:19,245 - mmaction - INFO - Epoch [28][800/940] lr: 3.349e-01, eta: 3 days, 5:50:13, time: 1.184, data_time: 0.058, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5723, loss_cls: 3.1544, loss: 3.1544, grad_norm: 1.1817 2022-02-08 01:10:42,794 - mmaction - INFO - Epoch [28][820/940] lr: 3.351e-01, eta: 3 days, 5:49:25, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5615, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.2074 2022-02-08 01:11:06,368 - mmaction - INFO - Epoch [28][840/940] lr: 3.353e-01, eta: 3 days, 5:48:38, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.3043, top5_acc: 0.5557, loss_cls: 3.2133, loss: 3.2133, grad_norm: 1.1730 2022-02-08 01:11:29,831 - mmaction - INFO - Epoch [28][860/940] lr: 3.356e-01, eta: 3 days, 5:47:50, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5678, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.2015 2022-02-08 01:11:53,356 - mmaction - INFO - Epoch [28][880/940] lr: 3.358e-01, eta: 3 days, 5:47:03, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5576, loss_cls: 3.1914, loss: 3.1914, grad_norm: 1.1928 2022-02-08 01:12:16,892 - mmaction - INFO - Epoch [28][900/940] lr: 3.360e-01, eta: 3 days, 5:46:16, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5676, loss_cls: 3.1909, loss: 3.1909, grad_norm: 1.1797 2022-02-08 01:12:40,391 - mmaction - INFO - Epoch [28][920/940] lr: 3.362e-01, eta: 3 days, 5:45:28, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3016, top5_acc: 0.5625, loss_cls: 3.2016, loss: 3.2016, grad_norm: 1.1928 2022-02-08 01:13:02,618 - mmaction - INFO - Epoch [28][940/940] lr: 3.365e-01, eta: 3 days, 5:44:31, time: 1.112, data_time: 0.058, memory: 9497, top1_acc: 0.3097, top5_acc: 0.5722, loss_cls: 3.1589, loss: 3.1589, grad_norm: 1.1873 2022-02-08 01:15:49,280 - mmaction - INFO - Epoch [29][20/940] lr: 3.367e-01, eta: 3 days, 6:02:36, time: 8.140, data_time: 6.662, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5564, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.2182 2022-02-08 01:16:12,309 - mmaction - INFO - Epoch [29][40/940] lr: 3.369e-01, eta: 3 days, 6:01:44, time: 1.152, data_time: 0.053, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5494, loss_cls: 3.2128, loss: 3.2128, grad_norm: 1.1623 2022-02-08 01:16:35,516 - mmaction - INFO - Epoch [29][60/940] lr: 3.371e-01, eta: 3 days, 6:00:54, time: 1.160, data_time: 0.046, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5652, loss_cls: 3.1810, loss: 3.1810, grad_norm: 1.1927 2022-02-08 01:16:58,863 - mmaction - INFO - Epoch [29][80/940] lr: 3.374e-01, eta: 3 days, 6:00:04, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5678, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.1765 2022-02-08 01:17:22,189 - mmaction - INFO - Epoch [29][100/940] lr: 3.376e-01, eta: 3 days, 5:59:14, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5664, loss_cls: 3.1480, loss: 3.1480, grad_norm: 1.1915 2022-02-08 01:17:45,375 - mmaction - INFO - Epoch [29][120/940] lr: 3.378e-01, eta: 3 days, 5:58:24, time: 1.159, data_time: 0.052, memory: 9497, top1_acc: 0.3086, top5_acc: 0.5660, loss_cls: 3.1814, loss: 3.1814, grad_norm: 1.2027 2022-02-08 01:18:08,685 - mmaction - INFO - Epoch [29][140/940] lr: 3.380e-01, eta: 3 days, 5:57:34, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.3012, top5_acc: 0.5525, loss_cls: 3.2489, loss: 3.2489, grad_norm: 1.1894 2022-02-08 01:18:32,082 - mmaction - INFO - Epoch [29][160/940] lr: 3.383e-01, eta: 3 days, 5:56:45, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5527, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.1666 2022-02-08 01:18:55,488 - mmaction - INFO - Epoch [29][180/940] lr: 3.385e-01, eta: 3 days, 5:55:56, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5758, loss_cls: 3.1023, loss: 3.1023, grad_norm: 1.1698 2022-02-08 01:19:18,937 - mmaction - INFO - Epoch [29][200/940] lr: 3.387e-01, eta: 3 days, 5:55:08, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5693, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.1945 2022-02-08 01:19:42,508 - mmaction - INFO - Epoch [29][220/940] lr: 3.389e-01, eta: 3 days, 5:54:20, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5590, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.1600 2022-02-08 01:20:06,233 - mmaction - INFO - Epoch [29][240/940] lr: 3.392e-01, eta: 3 days, 5:53:34, time: 1.187, data_time: 0.057, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5582, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.1822 2022-02-08 01:20:29,705 - mmaction - INFO - Epoch [29][260/940] lr: 3.394e-01, eta: 3 days, 5:52:46, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3021, top5_acc: 0.5693, loss_cls: 3.1742, loss: 3.1742, grad_norm: 1.1665 2022-02-08 01:20:53,240 - mmaction - INFO - Epoch [29][280/940] lr: 3.396e-01, eta: 3 days, 5:51:59, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3131, top5_acc: 0.5641, loss_cls: 3.1777, loss: 3.1777, grad_norm: 1.1801 2022-02-08 01:21:16,626 - mmaction - INFO - Epoch [29][300/940] lr: 3.398e-01, eta: 3 days, 5:51:10, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5650, loss_cls: 3.1532, loss: 3.1532, grad_norm: 1.1594 2022-02-08 01:21:40,031 - mmaction - INFO - Epoch [29][320/940] lr: 3.401e-01, eta: 3 days, 5:50:21, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.2979, top5_acc: 0.5637, loss_cls: 3.1786, loss: 3.1786, grad_norm: 1.2019 2022-02-08 01:22:03,432 - mmaction - INFO - Epoch [29][340/940] lr: 3.403e-01, eta: 3 days, 5:49:33, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3041, top5_acc: 0.5514, loss_cls: 3.2122, loss: 3.2122, grad_norm: 1.2007 2022-02-08 01:22:26,963 - mmaction - INFO - Epoch [29][360/940] lr: 3.405e-01, eta: 3 days, 5:48:45, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5656, loss_cls: 3.1724, loss: 3.1724, grad_norm: 1.1675 2022-02-08 01:22:50,344 - mmaction - INFO - Epoch [29][380/940] lr: 3.407e-01, eta: 3 days, 5:47:56, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5666, loss_cls: 3.1568, loss: 3.1568, grad_norm: 1.1653 2022-02-08 01:23:13,749 - mmaction - INFO - Epoch [29][400/940] lr: 3.410e-01, eta: 3 days, 5:47:08, time: 1.171, data_time: 0.063, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5658, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.1867 2022-02-08 01:23:37,247 - mmaction - INFO - Epoch [29][420/940] lr: 3.412e-01, eta: 3 days, 5:46:21, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3059, top5_acc: 0.5648, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.1919 2022-02-08 01:24:00,677 - mmaction - INFO - Epoch [29][440/940] lr: 3.414e-01, eta: 3 days, 5:45:32, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5506, loss_cls: 3.1974, loss: 3.1974, grad_norm: 1.1795 2022-02-08 01:24:24,183 - mmaction - INFO - Epoch [29][460/940] lr: 3.416e-01, eta: 3 days, 5:44:45, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.2990, top5_acc: 0.5646, loss_cls: 3.1863, loss: 3.1863, grad_norm: 1.2051 2022-02-08 01:24:47,561 - mmaction - INFO - Epoch [29][480/940] lr: 3.419e-01, eta: 3 days, 5:43:56, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5555, loss_cls: 3.1849, loss: 3.1849, grad_norm: 1.1929 2022-02-08 01:25:11,023 - mmaction - INFO - Epoch [29][500/940] lr: 3.421e-01, eta: 3 days, 5:43:09, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.2969, top5_acc: 0.5459, loss_cls: 3.2346, loss: 3.2346, grad_norm: 1.1570 2022-02-08 01:25:34,509 - mmaction - INFO - Epoch [29][520/940] lr: 3.423e-01, eta: 3 days, 5:42:21, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5625, loss_cls: 3.1790, loss: 3.1790, grad_norm: 1.1789 2022-02-08 01:25:58,092 - mmaction - INFO - Epoch [29][540/940] lr: 3.425e-01, eta: 3 days, 5:41:34, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.3078, top5_acc: 0.5613, loss_cls: 3.1860, loss: 3.1860, grad_norm: 1.1833 2022-02-08 01:26:21,673 - mmaction - INFO - Epoch [29][560/940] lr: 3.428e-01, eta: 3 days, 5:40:48, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.3002, top5_acc: 0.5604, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.1948 2022-02-08 01:26:45,337 - mmaction - INFO - Epoch [29][580/940] lr: 3.430e-01, eta: 3 days, 5:40:01, time: 1.183, data_time: 0.062, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5592, loss_cls: 3.1811, loss: 3.1811, grad_norm: 1.1704 2022-02-08 01:27:08,937 - mmaction - INFO - Epoch [29][600/940] lr: 3.432e-01, eta: 3 days, 5:39:15, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5619, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.1841 2022-02-08 01:27:32,510 - mmaction - INFO - Epoch [29][620/940] lr: 3.434e-01, eta: 3 days, 5:38:28, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.3041, top5_acc: 0.5586, loss_cls: 3.2134, loss: 3.2134, grad_norm: 1.1823 2022-02-08 01:27:55,993 - mmaction - INFO - Epoch [29][640/940] lr: 3.437e-01, eta: 3 days, 5:37:41, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5611, loss_cls: 3.1849, loss: 3.1849, grad_norm: 1.1792 2022-02-08 01:28:19,457 - mmaction - INFO - Epoch [29][660/940] lr: 3.439e-01, eta: 3 days, 5:36:53, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5689, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.1667 2022-02-08 01:28:42,922 - mmaction - INFO - Epoch [29][680/940] lr: 3.441e-01, eta: 3 days, 5:36:06, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5670, loss_cls: 3.1768, loss: 3.1768, grad_norm: 1.2133 2022-02-08 01:29:06,343 - mmaction - INFO - Epoch [29][700/940] lr: 3.443e-01, eta: 3 days, 5:35:18, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5574, loss_cls: 3.1755, loss: 3.1755, grad_norm: 1.1629 2022-02-08 01:29:29,747 - mmaction - INFO - Epoch [29][720/940] lr: 3.446e-01, eta: 3 days, 5:34:30, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3131, top5_acc: 0.5656, loss_cls: 3.1749, loss: 3.1749, grad_norm: 1.1981 2022-02-08 01:29:53,209 - mmaction - INFO - Epoch [29][740/940] lr: 3.448e-01, eta: 3 days, 5:33:43, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5660, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.1745 2022-02-08 01:30:16,675 - mmaction - INFO - Epoch [29][760/940] lr: 3.450e-01, eta: 3 days, 5:32:56, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.2994, top5_acc: 0.5518, loss_cls: 3.2574, loss: 3.2574, grad_norm: 1.1887 2022-02-08 01:30:40,126 - mmaction - INFO - Epoch [29][780/940] lr: 3.452e-01, eta: 3 days, 5:32:08, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5652, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.1809 2022-02-08 01:31:03,696 - mmaction - INFO - Epoch [29][800/940] lr: 3.455e-01, eta: 3 days, 5:31:22, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.3035, top5_acc: 0.5660, loss_cls: 3.2039, loss: 3.2039, grad_norm: 1.1735 2022-02-08 01:31:27,113 - mmaction - INFO - Epoch [29][820/940] lr: 3.457e-01, eta: 3 days, 5:30:34, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5521, loss_cls: 3.2407, loss: 3.2407, grad_norm: 1.1932 2022-02-08 01:31:50,601 - mmaction - INFO - Epoch [29][840/940] lr: 3.459e-01, eta: 3 days, 5:29:47, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5660, loss_cls: 3.1752, loss: 3.1752, grad_norm: 1.1914 2022-02-08 01:32:14,087 - mmaction - INFO - Epoch [29][860/940] lr: 3.461e-01, eta: 3 days, 5:29:00, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5641, loss_cls: 3.1660, loss: 3.1660, grad_norm: 1.1646 2022-02-08 01:32:37,552 - mmaction - INFO - Epoch [29][880/940] lr: 3.464e-01, eta: 3 days, 5:28:13, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3078, top5_acc: 0.5576, loss_cls: 3.2040, loss: 3.2040, grad_norm: 1.1947 2022-02-08 01:33:01,106 - mmaction - INFO - Epoch [29][900/940] lr: 3.466e-01, eta: 3 days, 5:27:27, time: 1.177, data_time: 0.063, memory: 9497, top1_acc: 0.2973, top5_acc: 0.5498, loss_cls: 3.2318, loss: 3.2318, grad_norm: 1.2023 2022-02-08 01:33:24,581 - mmaction - INFO - Epoch [29][920/940] lr: 3.468e-01, eta: 3 days, 5:26:40, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5535, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.1549 2022-02-08 01:33:46,882 - mmaction - INFO - Epoch [29][940/940] lr: 3.470e-01, eta: 3 days, 5:25:44, time: 1.115, data_time: 0.058, memory: 9497, top1_acc: 0.3005, top5_acc: 0.5528, loss_cls: 3.2430, loss: 3.2430, grad_norm: 1.1993 2022-02-08 01:36:28,422 - mmaction - INFO - Epoch [30][20/940] lr: 3.473e-01, eta: 3 days, 5:42:39, time: 7.961, data_time: 6.448, memory: 9497, top1_acc: 0.3094, top5_acc: 0.5449, loss_cls: 3.2275, loss: 3.2275, grad_norm: 1.1508 2022-02-08 01:36:51,535 - mmaction - INFO - Epoch [30][40/940] lr: 3.475e-01, eta: 3 days, 5:41:48, time: 1.156, data_time: 0.047, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5693, loss_cls: 3.1479, loss: 3.1479, grad_norm: 1.1638 2022-02-08 01:37:14,806 - mmaction - INFO - Epoch [30][60/940] lr: 3.477e-01, eta: 3 days, 5:40:59, time: 1.164, data_time: 0.043, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5650, loss_cls: 3.1475, loss: 3.1475, grad_norm: 1.1762 2022-02-08 01:37:38,069 - mmaction - INFO - Epoch [30][80/940] lr: 3.479e-01, eta: 3 days, 5:40:10, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5559, loss_cls: 3.2130, loss: 3.2130, grad_norm: 1.1518 2022-02-08 01:38:01,316 - mmaction - INFO - Epoch [30][100/940] lr: 3.482e-01, eta: 3 days, 5:39:20, time: 1.162, data_time: 0.045, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5605, loss_cls: 3.1790, loss: 3.1790, grad_norm: 1.1920 2022-02-08 01:38:24,522 - mmaction - INFO - Epoch [30][120/940] lr: 3.484e-01, eta: 3 days, 5:38:31, time: 1.160, data_time: 0.045, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5572, loss_cls: 3.1952, loss: 3.1952, grad_norm: 1.1905 2022-02-08 01:38:47,820 - mmaction - INFO - Epoch [30][140/940] lr: 3.486e-01, eta: 3 days, 5:37:42, time: 1.165, data_time: 0.043, memory: 9497, top1_acc: 0.2883, top5_acc: 0.5631, loss_cls: 3.2286, loss: 3.2286, grad_norm: 1.1629 2022-02-08 01:39:11,115 - mmaction - INFO - Epoch [30][160/940] lr: 3.488e-01, eta: 3 days, 5:36:53, time: 1.165, data_time: 0.051, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5588, loss_cls: 3.2000, loss: 3.2000, grad_norm: 1.1557 2022-02-08 01:39:34,379 - mmaction - INFO - Epoch [30][180/940] lr: 3.491e-01, eta: 3 days, 5:36:04, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5762, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.1722 2022-02-08 01:39:57,653 - mmaction - INFO - Epoch [30][200/940] lr: 3.493e-01, eta: 3 days, 5:35:15, time: 1.163, data_time: 0.044, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5623, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.2055 2022-02-08 01:40:21,421 - mmaction - INFO - Epoch [30][220/940] lr: 3.495e-01, eta: 3 days, 5:34:30, time: 1.190, data_time: 0.044, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5684, loss_cls: 3.1705, loss: 3.1705, grad_norm: 1.1662 2022-02-08 01:40:44,762 - mmaction - INFO - Epoch [30][240/940] lr: 3.498e-01, eta: 3 days, 5:33:41, time: 1.166, data_time: 0.044, memory: 9497, top1_acc: 0.3043, top5_acc: 0.5648, loss_cls: 3.1828, loss: 3.1828, grad_norm: 1.1586 2022-02-08 01:41:08,109 - mmaction - INFO - Epoch [30][260/940] lr: 3.500e-01, eta: 3 days, 5:32:53, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5594, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.1718 2022-02-08 01:41:31,574 - mmaction - INFO - Epoch [30][280/940] lr: 3.502e-01, eta: 3 days, 5:32:06, time: 1.173, data_time: 0.047, memory: 9497, top1_acc: 0.3156, top5_acc: 0.5572, loss_cls: 3.1745, loss: 3.1745, grad_norm: 1.1818 2022-02-08 01:41:55,006 - mmaction - INFO - Epoch [30][300/940] lr: 3.504e-01, eta: 3 days, 5:31:18, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.2930, top5_acc: 0.5564, loss_cls: 3.2094, loss: 3.2094, grad_norm: 1.1978 2022-02-08 01:42:18,418 - mmaction - INFO - Epoch [30][320/940] lr: 3.507e-01, eta: 3 days, 5:30:30, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5689, loss_cls: 3.1737, loss: 3.1737, grad_norm: 1.1586 2022-02-08 01:42:41,737 - mmaction - INFO - Epoch [30][340/940] lr: 3.509e-01, eta: 3 days, 5:29:42, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.3043, top5_acc: 0.5543, loss_cls: 3.1859, loss: 3.1859, grad_norm: 1.1956 2022-02-08 01:43:05,406 - mmaction - INFO - Epoch [30][360/940] lr: 3.511e-01, eta: 3 days, 5:28:56, time: 1.184, data_time: 0.049, memory: 9497, top1_acc: 0.2996, top5_acc: 0.5557, loss_cls: 3.2282, loss: 3.2282, grad_norm: 1.1610 2022-02-08 01:43:28,803 - mmaction - INFO - Epoch [30][380/940] lr: 3.513e-01, eta: 3 days, 5:28:09, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5723, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.1923 2022-02-08 01:43:52,266 - mmaction - INFO - Epoch [30][400/940] lr: 3.516e-01, eta: 3 days, 5:27:22, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.3012, top5_acc: 0.5559, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.1892 2022-02-08 01:44:15,686 - mmaction - INFO - Epoch [30][420/940] lr: 3.518e-01, eta: 3 days, 5:26:34, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.3031, top5_acc: 0.5600, loss_cls: 3.1894, loss: 3.1894, grad_norm: 1.1830 2022-02-08 01:44:39,124 - mmaction - INFO - Epoch [30][440/940] lr: 3.520e-01, eta: 3 days, 5:25:47, time: 1.171, data_time: 0.042, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5576, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.1630 2022-02-08 01:45:02,493 - mmaction - INFO - Epoch [30][460/940] lr: 3.522e-01, eta: 3 days, 5:24:59, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5596, loss_cls: 3.1929, loss: 3.1929, grad_norm: 1.1916 2022-02-08 01:45:25,936 - mmaction - INFO - Epoch [30][480/940] lr: 3.525e-01, eta: 3 days, 5:24:12, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5684, loss_cls: 3.1793, loss: 3.1793, grad_norm: 1.1677 2022-02-08 01:45:49,468 - mmaction - INFO - Epoch [30][500/940] lr: 3.527e-01, eta: 3 days, 5:23:25, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5641, loss_cls: 3.1620, loss: 3.1620, grad_norm: 1.1700 2022-02-08 01:46:12,991 - mmaction - INFO - Epoch [30][520/940] lr: 3.529e-01, eta: 3 days, 5:22:39, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3031, top5_acc: 0.5691, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.1636 2022-02-08 01:46:36,393 - mmaction - INFO - Epoch [30][540/940] lr: 3.531e-01, eta: 3 days, 5:21:52, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.3012, top5_acc: 0.5508, loss_cls: 3.2518, loss: 3.2518, grad_norm: 1.1616 2022-02-08 01:46:59,981 - mmaction - INFO - Epoch [30][560/940] lr: 3.534e-01, eta: 3 days, 5:21:06, time: 1.179, data_time: 0.044, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5672, loss_cls: 3.1681, loss: 3.1681, grad_norm: 1.1777 2022-02-08 01:47:23,357 - mmaction - INFO - Epoch [30][580/940] lr: 3.536e-01, eta: 3 days, 5:20:18, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5516, loss_cls: 3.2411, loss: 3.2411, grad_norm: 1.2163 2022-02-08 01:47:46,855 - mmaction - INFO - Epoch [30][600/940] lr: 3.538e-01, eta: 3 days, 5:19:32, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.3092, top5_acc: 0.5574, loss_cls: 3.2070, loss: 3.2070, grad_norm: 1.1408 2022-02-08 01:48:10,410 - mmaction - INFO - Epoch [30][620/940] lr: 3.540e-01, eta: 3 days, 5:18:45, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3156, top5_acc: 0.5654, loss_cls: 3.1538, loss: 3.1538, grad_norm: 1.1713 2022-02-08 01:48:33,751 - mmaction - INFO - Epoch [30][640/940] lr: 3.543e-01, eta: 3 days, 5:17:58, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5684, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.1816 2022-02-08 01:48:57,167 - mmaction - INFO - Epoch [30][660/940] lr: 3.545e-01, eta: 3 days, 5:17:11, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5676, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.1680 2022-02-08 01:49:20,574 - mmaction - INFO - Epoch [30][680/940] lr: 3.547e-01, eta: 3 days, 5:16:24, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3066, top5_acc: 0.5549, loss_cls: 3.2402, loss: 3.2402, grad_norm: 1.1755 2022-02-08 01:49:44,092 - mmaction - INFO - Epoch [30][700/940] lr: 3.549e-01, eta: 3 days, 5:15:37, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5648, loss_cls: 3.1893, loss: 3.1893, grad_norm: 1.1568 2022-02-08 01:50:07,449 - mmaction - INFO - Epoch [30][720/940] lr: 3.552e-01, eta: 3 days, 5:14:50, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.2963, top5_acc: 0.5479, loss_cls: 3.2406, loss: 3.2406, grad_norm: 1.1773 2022-02-08 01:50:30,869 - mmaction - INFO - Epoch [30][740/940] lr: 3.554e-01, eta: 3 days, 5:14:03, time: 1.170, data_time: 0.060, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5658, loss_cls: 3.1688, loss: 3.1688, grad_norm: 1.1509 2022-02-08 01:50:54,368 - mmaction - INFO - Epoch [30][760/940] lr: 3.556e-01, eta: 3 days, 5:13:17, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5637, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.1349 2022-02-08 01:51:17,861 - mmaction - INFO - Epoch [30][780/940] lr: 3.558e-01, eta: 3 days, 5:12:30, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5566, loss_cls: 3.1746, loss: 3.1746, grad_norm: 1.1712 2022-02-08 01:51:41,432 - mmaction - INFO - Epoch [30][800/940] lr: 3.561e-01, eta: 3 days, 5:11:45, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5590, loss_cls: 3.2040, loss: 3.2040, grad_norm: 1.1531 2022-02-08 01:52:04,993 - mmaction - INFO - Epoch [30][820/940] lr: 3.563e-01, eta: 3 days, 5:10:59, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5596, loss_cls: 3.2295, loss: 3.2295, grad_norm: 1.1681 2022-02-08 01:52:28,534 - mmaction - INFO - Epoch [30][840/940] lr: 3.565e-01, eta: 3 days, 5:10:13, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.3021, top5_acc: 0.5600, loss_cls: 3.2091, loss: 3.2091, grad_norm: 1.1594 2022-02-08 01:52:52,061 - mmaction - INFO - Epoch [30][860/940] lr: 3.567e-01, eta: 3 days, 5:09:27, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5717, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.1465 2022-02-08 01:53:15,603 - mmaction - INFO - Epoch [30][880/940] lr: 3.570e-01, eta: 3 days, 5:08:42, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5604, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.1865 2022-02-08 01:53:39,213 - mmaction - INFO - Epoch [30][900/940] lr: 3.572e-01, eta: 3 days, 5:07:56, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.3008, top5_acc: 0.5641, loss_cls: 3.2099, loss: 3.2099, grad_norm: 1.1445 2022-02-08 01:54:02,700 - mmaction - INFO - Epoch [30][920/940] lr: 3.574e-01, eta: 3 days, 5:07:10, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3045, top5_acc: 0.5590, loss_cls: 3.1894, loss: 3.1894, grad_norm: 1.1471 2022-02-08 01:54:24,995 - mmaction - INFO - Epoch [30][940/940] lr: 3.576e-01, eta: 3 days, 5:06:15, time: 1.115, data_time: 0.054, memory: 9497, top1_acc: 0.3095, top5_acc: 0.5664, loss_cls: 3.1704, loss: 3.1704, grad_norm: 1.1599 2022-02-08 01:54:28,783 - mmaction - INFO - Saving checkpoint at 30 epochs 2022-02-08 01:57:32,886 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 01:57:33,608 - mmaction - INFO - top1_acc 0.3348 top5_acc 0.6015 2022-02-08 01:57:33,608 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 01:57:33,638 - mmaction - INFO - mean_acc 0.3346 2022-02-08 01:57:33,640 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_20.pth was removed 2022-02-08 01:57:35,435 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_30.pth. 2022-02-08 01:57:35,436 - mmaction - INFO - Best top1_acc is 0.3348 at 30 epoch. 2022-02-08 01:57:35,445 - mmaction - INFO - Epoch(val) [30][78] top1_acc: 0.3348, top5_acc: 0.6015, mean_class_accuracy: 0.3346 2022-02-08 02:00:02,004 - mmaction - INFO - Epoch [31][20/940] lr: 3.579e-01, eta: 3 days, 5:20:55, time: 7.325, data_time: 6.138, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5518, loss_cls: 3.2268, loss: 3.2268, grad_norm: 1.1964 2022-02-08 02:00:25,644 - mmaction - INFO - Epoch [31][40/940] lr: 3.581e-01, eta: 3 days, 5:20:10, time: 1.182, data_time: 0.044, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5658, loss_cls: 3.1757, loss: 3.1757, grad_norm: 1.1501 2022-02-08 02:00:48,775 - mmaction - INFO - Epoch [31][60/940] lr: 3.583e-01, eta: 3 days, 5:19:20, time: 1.156, data_time: 0.048, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5600, loss_cls: 3.2016, loss: 3.2016, grad_norm: 1.1771 2022-02-08 02:01:12,026 - mmaction - INFO - Epoch [31][80/940] lr: 3.585e-01, eta: 3 days, 5:18:32, time: 1.163, data_time: 0.052, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5664, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.1649 2022-02-08 02:01:35,295 - mmaction - INFO - Epoch [31][100/940] lr: 3.588e-01, eta: 3 days, 5:17:43, time: 1.163, data_time: 0.050, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5785, loss_cls: 3.1176, loss: 3.1176, grad_norm: 1.1831 2022-02-08 02:01:58,558 - mmaction - INFO - Epoch [31][120/940] lr: 3.590e-01, eta: 3 days, 5:16:55, time: 1.164, data_time: 0.052, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5520, loss_cls: 3.1934, loss: 3.1934, grad_norm: 1.1817 2022-02-08 02:02:21,957 - mmaction - INFO - Epoch [31][140/940] lr: 3.592e-01, eta: 3 days, 5:16:08, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.2934, top5_acc: 0.5471, loss_cls: 3.2769, loss: 3.2769, grad_norm: 1.1497 2022-02-08 02:02:45,397 - mmaction - INFO - Epoch [31][160/940] lr: 3.594e-01, eta: 3 days, 5:15:21, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5547, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.1650 2022-02-08 02:03:08,865 - mmaction - INFO - Epoch [31][180/940] lr: 3.597e-01, eta: 3 days, 5:14:34, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5740, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.1658 2022-02-08 02:03:32,262 - mmaction - INFO - Epoch [31][200/940] lr: 3.599e-01, eta: 3 days, 5:13:47, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5701, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.1786 2022-02-08 02:03:55,605 - mmaction - INFO - Epoch [31][220/940] lr: 3.601e-01, eta: 3 days, 5:13:00, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5699, loss_cls: 3.1377, loss: 3.1377, grad_norm: 1.1626 2022-02-08 02:04:19,028 - mmaction - INFO - Epoch [31][240/940] lr: 3.603e-01, eta: 3 days, 5:12:13, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5580, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.1880 2022-02-08 02:04:42,491 - mmaction - INFO - Epoch [31][260/940] lr: 3.606e-01, eta: 3 days, 5:11:26, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.2945, top5_acc: 0.5543, loss_cls: 3.2372, loss: 3.2372, grad_norm: 1.1415 2022-02-08 02:05:05,962 - mmaction - INFO - Epoch [31][280/940] lr: 3.608e-01, eta: 3 days, 5:10:40, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3236, top5_acc: 0.5732, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.1537 2022-02-08 02:05:29,338 - mmaction - INFO - Epoch [31][300/940] lr: 3.610e-01, eta: 3 days, 5:09:53, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5582, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.1817 2022-02-08 02:05:52,870 - mmaction - INFO - Epoch [31][320/940] lr: 3.612e-01, eta: 3 days, 5:09:07, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5674, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.1361 2022-02-08 02:06:16,373 - mmaction - INFO - Epoch [31][340/940] lr: 3.615e-01, eta: 3 days, 5:08:20, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5703, loss_cls: 3.1547, loss: 3.1547, grad_norm: 1.1756 2022-02-08 02:06:39,787 - mmaction - INFO - Epoch [31][360/940] lr: 3.617e-01, eta: 3 days, 5:07:34, time: 1.171, data_time: 0.063, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5584, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.1841 2022-02-08 02:07:03,253 - mmaction - INFO - Epoch [31][380/940] lr: 3.619e-01, eta: 3 days, 5:06:47, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5594, loss_cls: 3.1681, loss: 3.1681, grad_norm: 1.1743 2022-02-08 02:07:26,718 - mmaction - INFO - Epoch [31][400/940] lr: 3.621e-01, eta: 3 days, 5:06:01, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5668, loss_cls: 3.1572, loss: 3.1572, grad_norm: 1.1545 2022-02-08 02:07:50,317 - mmaction - INFO - Epoch [31][420/940] lr: 3.624e-01, eta: 3 days, 5:05:16, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5676, loss_cls: 3.1642, loss: 3.1642, grad_norm: 1.1803 2022-02-08 02:08:13,733 - mmaction - INFO - Epoch [31][440/940] lr: 3.626e-01, eta: 3 days, 5:04:29, time: 1.171, data_time: 0.062, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5631, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.1628 2022-02-08 02:08:37,172 - mmaction - INFO - Epoch [31][460/940] lr: 3.628e-01, eta: 3 days, 5:03:43, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5687, loss_cls: 3.1346, loss: 3.1346, grad_norm: 1.1510 2022-02-08 02:09:00,697 - mmaction - INFO - Epoch [31][480/940] lr: 3.630e-01, eta: 3 days, 5:02:57, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5582, loss_cls: 3.2199, loss: 3.2199, grad_norm: 1.1734 2022-02-08 02:09:24,327 - mmaction - INFO - Epoch [31][500/940] lr: 3.633e-01, eta: 3 days, 5:02:12, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.3025, top5_acc: 0.5445, loss_cls: 3.2128, loss: 3.2128, grad_norm: 1.1487 2022-02-08 02:09:47,888 - mmaction - INFO - Epoch [31][520/940] lr: 3.635e-01, eta: 3 days, 5:01:26, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3018, top5_acc: 0.5643, loss_cls: 3.1891, loss: 3.1891, grad_norm: 1.1428 2022-02-08 02:10:11,372 - mmaction - INFO - Epoch [31][540/940] lr: 3.637e-01, eta: 3 days, 5:00:41, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3043, top5_acc: 0.5498, loss_cls: 3.2388, loss: 3.2388, grad_norm: 1.1749 2022-02-08 02:10:34,987 - mmaction - INFO - Epoch [31][560/940] lr: 3.639e-01, eta: 3 days, 4:59:56, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5613, loss_cls: 3.1766, loss: 3.1766, grad_norm: 1.1639 2022-02-08 02:10:58,595 - mmaction - INFO - Epoch [31][580/940] lr: 3.642e-01, eta: 3 days, 4:59:11, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5729, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.1625 2022-02-08 02:11:22,138 - mmaction - INFO - Epoch [31][600/940] lr: 3.644e-01, eta: 3 days, 4:58:25, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.2994, top5_acc: 0.5518, loss_cls: 3.2298, loss: 3.2298, grad_norm: 1.1758 2022-02-08 02:11:45,639 - mmaction - INFO - Epoch [31][620/940] lr: 3.646e-01, eta: 3 days, 4:57:39, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.3074, top5_acc: 0.5611, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.1587 2022-02-08 02:12:09,100 - mmaction - INFO - Epoch [31][640/940] lr: 3.648e-01, eta: 3 days, 4:56:53, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3025, top5_acc: 0.5572, loss_cls: 3.1839, loss: 3.1839, grad_norm: 1.1628 2022-02-08 02:12:32,623 - mmaction - INFO - Epoch [31][660/940] lr: 3.651e-01, eta: 3 days, 4:56:08, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5570, loss_cls: 3.2005, loss: 3.2005, grad_norm: 1.1658 2022-02-08 02:12:56,142 - mmaction - INFO - Epoch [31][680/940] lr: 3.653e-01, eta: 3 days, 4:55:22, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5510, loss_cls: 3.2324, loss: 3.2324, grad_norm: 1.1940 2022-02-08 02:13:19,518 - mmaction - INFO - Epoch [31][700/940] lr: 3.655e-01, eta: 3 days, 4:54:36, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5551, loss_cls: 3.2165, loss: 3.2165, grad_norm: 1.1421 2022-02-08 02:13:42,940 - mmaction - INFO - Epoch [31][720/940] lr: 3.657e-01, eta: 3 days, 4:53:50, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5582, loss_cls: 3.1990, loss: 3.1990, grad_norm: 1.1579 2022-02-08 02:14:06,373 - mmaction - INFO - Epoch [31][740/940] lr: 3.660e-01, eta: 3 days, 4:53:04, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.3025, top5_acc: 0.5572, loss_cls: 3.1998, loss: 3.1998, grad_norm: 1.1573 2022-02-08 02:14:29,866 - mmaction - INFO - Epoch [31][760/940] lr: 3.662e-01, eta: 3 days, 4:52:18, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5607, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.1554 2022-02-08 02:14:53,379 - mmaction - INFO - Epoch [31][780/940] lr: 3.664e-01, eta: 3 days, 4:51:33, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.2965, top5_acc: 0.5574, loss_cls: 3.2187, loss: 3.2187, grad_norm: 1.1474 2022-02-08 02:15:17,605 - mmaction - INFO - Epoch [31][800/940] lr: 3.666e-01, eta: 3 days, 4:50:53, time: 1.211, data_time: 0.055, memory: 9497, top1_acc: 0.3031, top5_acc: 0.5586, loss_cls: 3.2004, loss: 3.2004, grad_norm: 1.1365 2022-02-08 02:15:41,141 - mmaction - INFO - Epoch [31][820/940] lr: 3.669e-01, eta: 3 days, 4:50:07, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5572, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.1709 2022-02-08 02:16:04,735 - mmaction - INFO - Epoch [31][840/940] lr: 3.671e-01, eta: 3 days, 4:49:23, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5596, loss_cls: 3.2064, loss: 3.2064, grad_norm: 1.1560 2022-02-08 02:16:28,143 - mmaction - INFO - Epoch [31][860/940] lr: 3.673e-01, eta: 3 days, 4:48:37, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5609, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.1477 2022-02-08 02:16:51,614 - mmaction - INFO - Epoch [31][880/940] lr: 3.675e-01, eta: 3 days, 4:47:51, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3035, top5_acc: 0.5539, loss_cls: 3.2228, loss: 3.2228, grad_norm: 1.1751 2022-02-08 02:17:15,041 - mmaction - INFO - Epoch [31][900/940] lr: 3.678e-01, eta: 3 days, 4:47:05, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5563, loss_cls: 3.2038, loss: 3.2038, grad_norm: 1.1397 2022-02-08 02:17:38,494 - mmaction - INFO - Epoch [31][920/940] lr: 3.680e-01, eta: 3 days, 4:46:20, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3010, top5_acc: 0.5664, loss_cls: 3.1797, loss: 3.1797, grad_norm: 1.1417 2022-02-08 02:18:00,772 - mmaction - INFO - Epoch [31][940/940] lr: 3.682e-01, eta: 3 days, 4:45:26, time: 1.114, data_time: 0.054, memory: 9497, top1_acc: 0.3042, top5_acc: 0.5609, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.1907 2022-02-08 02:21:41,934 - mmaction - INFO - Epoch [32][20/940] lr: 3.684e-01, eta: 3 days, 5:06:28, time: 10.188, data_time: 8.610, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5668, loss_cls: 3.1452, loss: 3.1452, grad_norm: 1.1601 2022-02-08 02:22:04,931 - mmaction - INFO - Epoch [32][40/940] lr: 3.687e-01, eta: 3 days, 5:05:38, time: 1.150, data_time: 0.042, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5691, loss_cls: 3.1417, loss: 3.1417, grad_norm: 1.1671 2022-02-08 02:22:28,090 - mmaction - INFO - Epoch [32][60/940] lr: 3.689e-01, eta: 3 days, 5:04:49, time: 1.158, data_time: 0.042, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5650, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.1380 2022-02-08 02:22:51,336 - mmaction - INFO - Epoch [32][80/940] lr: 3.691e-01, eta: 3 days, 5:04:01, time: 1.163, data_time: 0.041, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5557, loss_cls: 3.2097, loss: 3.2097, grad_norm: 1.1482 2022-02-08 02:23:14,536 - mmaction - INFO - Epoch [32][100/940] lr: 3.694e-01, eta: 3 days, 5:03:13, time: 1.160, data_time: 0.045, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5473, loss_cls: 3.2152, loss: 3.2152, grad_norm: 1.1629 2022-02-08 02:23:37,800 - mmaction - INFO - Epoch [32][120/940] lr: 3.696e-01, eta: 3 days, 5:02:25, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.2994, top5_acc: 0.5486, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.1622 2022-02-08 02:24:01,272 - mmaction - INFO - Epoch [32][140/940] lr: 3.698e-01, eta: 3 days, 5:01:39, time: 1.174, data_time: 0.044, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5656, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.1339 2022-02-08 02:24:24,591 - mmaction - INFO - Epoch [32][160/940] lr: 3.700e-01, eta: 3 days, 5:00:52, time: 1.165, data_time: 0.046, memory: 9497, top1_acc: 0.3236, top5_acc: 0.5687, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.1613 2022-02-08 02:24:47,868 - mmaction - INFO - Epoch [32][180/940] lr: 3.703e-01, eta: 3 days, 5:00:04, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5486, loss_cls: 3.2134, loss: 3.2134, grad_norm: 1.1574 2022-02-08 02:25:11,291 - mmaction - INFO - Epoch [32][200/940] lr: 3.705e-01, eta: 3 days, 4:59:18, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5609, loss_cls: 3.1619, loss: 3.1619, grad_norm: 1.1833 2022-02-08 02:25:34,662 - mmaction - INFO - Epoch [32][220/940] lr: 3.707e-01, eta: 3 days, 4:58:31, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.3070, top5_acc: 0.5568, loss_cls: 3.2154, loss: 3.2154, grad_norm: 1.1590 2022-02-08 02:25:58,047 - mmaction - INFO - Epoch [32][240/940] lr: 3.709e-01, eta: 3 days, 4:57:44, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5645, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.1364 2022-02-08 02:26:21,250 - mmaction - INFO - Epoch [32][260/940] lr: 3.712e-01, eta: 3 days, 4:56:56, time: 1.160, data_time: 0.046, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5664, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.1541 2022-02-08 02:26:44,605 - mmaction - INFO - Epoch [32][280/940] lr: 3.714e-01, eta: 3 days, 4:56:09, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.3031, top5_acc: 0.5449, loss_cls: 3.2432, loss: 3.2432, grad_norm: 1.1687 2022-02-08 02:27:08,196 - mmaction - INFO - Epoch [32][300/940] lr: 3.716e-01, eta: 3 days, 4:55:24, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.2957, top5_acc: 0.5523, loss_cls: 3.2279, loss: 3.2279, grad_norm: 1.1603 2022-02-08 02:27:31,737 - mmaction - INFO - Epoch [32][320/940] lr: 3.718e-01, eta: 3 days, 4:54:39, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.2990, top5_acc: 0.5605, loss_cls: 3.2092, loss: 3.2092, grad_norm: 1.1750 2022-02-08 02:27:55,137 - mmaction - INFO - Epoch [32][340/940] lr: 3.721e-01, eta: 3 days, 4:53:52, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5539, loss_cls: 3.2021, loss: 3.2021, grad_norm: 1.1644 2022-02-08 02:28:18,668 - mmaction - INFO - Epoch [32][360/940] lr: 3.723e-01, eta: 3 days, 4:53:07, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5613, loss_cls: 3.1927, loss: 3.1927, grad_norm: 1.1539 2022-02-08 02:28:42,098 - mmaction - INFO - Epoch [32][380/940] lr: 3.725e-01, eta: 3 days, 4:52:21, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5615, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.1526 2022-02-08 02:29:05,571 - mmaction - INFO - Epoch [32][400/940] lr: 3.727e-01, eta: 3 days, 4:51:35, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5547, loss_cls: 3.2165, loss: 3.2165, grad_norm: 1.1532 2022-02-08 02:29:28,963 - mmaction - INFO - Epoch [32][420/940] lr: 3.730e-01, eta: 3 days, 4:50:48, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.3070, top5_acc: 0.5572, loss_cls: 3.2132, loss: 3.2132, grad_norm: 1.1589 2022-02-08 02:29:52,382 - mmaction - INFO - Epoch [32][440/940] lr: 3.732e-01, eta: 3 days, 4:50:02, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5670, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.1286 2022-02-08 02:30:15,900 - mmaction - INFO - Epoch [32][460/940] lr: 3.734e-01, eta: 3 days, 4:49:17, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5666, loss_cls: 3.1483, loss: 3.1483, grad_norm: 1.1447 2022-02-08 02:30:39,493 - mmaction - INFO - Epoch [32][480/940] lr: 3.736e-01, eta: 3 days, 4:48:32, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.3057, top5_acc: 0.5598, loss_cls: 3.2023, loss: 3.2023, grad_norm: 1.1704 2022-02-08 02:31:02,932 - mmaction - INFO - Epoch [32][500/940] lr: 3.739e-01, eta: 3 days, 4:47:46, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5570, loss_cls: 3.2124, loss: 3.2124, grad_norm: 1.1490 2022-02-08 02:31:26,292 - mmaction - INFO - Epoch [32][520/940] lr: 3.741e-01, eta: 3 days, 4:47:00, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5629, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.1790 2022-02-08 02:31:49,767 - mmaction - INFO - Epoch [32][540/940] lr: 3.743e-01, eta: 3 days, 4:46:14, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3023, top5_acc: 0.5461, loss_cls: 3.2672, loss: 3.2672, grad_norm: 1.1486 2022-02-08 02:32:13,238 - mmaction - INFO - Epoch [32][560/940] lr: 3.745e-01, eta: 3 days, 4:45:28, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5594, loss_cls: 3.1921, loss: 3.1921, grad_norm: 1.1481 2022-02-08 02:32:36,605 - mmaction - INFO - Epoch [32][580/940] lr: 3.748e-01, eta: 3 days, 4:44:42, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.3031, top5_acc: 0.5721, loss_cls: 3.1812, loss: 3.1812, grad_norm: 1.1651 2022-02-08 02:33:00,107 - mmaction - INFO - Epoch [32][600/940] lr: 3.750e-01, eta: 3 days, 4:43:57, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.2975, top5_acc: 0.5490, loss_cls: 3.2322, loss: 3.2322, grad_norm: 1.1517 2022-02-08 02:33:23,704 - mmaction - INFO - Epoch [32][620/940] lr: 3.752e-01, eta: 3 days, 4:43:12, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5727, loss_cls: 3.1452, loss: 3.1452, grad_norm: 1.1617 2022-02-08 02:33:47,163 - mmaction - INFO - Epoch [32][640/940] lr: 3.754e-01, eta: 3 days, 4:42:27, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.3020, top5_acc: 0.5553, loss_cls: 3.2326, loss: 3.2326, grad_norm: 1.1604 2022-02-08 02:34:10,678 - mmaction - INFO - Epoch [32][660/940] lr: 3.757e-01, eta: 3 days, 4:41:42, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.2990, top5_acc: 0.5572, loss_cls: 3.2202, loss: 3.2202, grad_norm: 1.1602 2022-02-08 02:34:34,027 - mmaction - INFO - Epoch [32][680/940] lr: 3.759e-01, eta: 3 days, 4:40:55, time: 1.167, data_time: 0.058, memory: 9497, top1_acc: 0.2965, top5_acc: 0.5463, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.1394 2022-02-08 02:34:57,552 - mmaction - INFO - Epoch [32][700/940] lr: 3.761e-01, eta: 3 days, 4:40:10, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3012, top5_acc: 0.5582, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.1505 2022-02-08 02:35:21,020 - mmaction - INFO - Epoch [32][720/940] lr: 3.763e-01, eta: 3 days, 4:39:25, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.3049, top5_acc: 0.5551, loss_cls: 3.2055, loss: 3.2055, grad_norm: 1.1411 2022-02-08 02:35:44,580 - mmaction - INFO - Epoch [32][740/940] lr: 3.766e-01, eta: 3 days, 4:38:40, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5664, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.1519 2022-02-08 02:36:08,164 - mmaction - INFO - Epoch [32][760/940] lr: 3.768e-01, eta: 3 days, 4:37:56, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.3051, top5_acc: 0.5506, loss_cls: 3.2260, loss: 3.2260, grad_norm: 1.1394 2022-02-08 02:36:31,799 - mmaction - INFO - Epoch [32][780/940] lr: 3.770e-01, eta: 3 days, 4:37:12, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5619, loss_cls: 3.1732, loss: 3.1732, grad_norm: 1.1579 2022-02-08 02:36:55,416 - mmaction - INFO - Epoch [32][800/940] lr: 3.772e-01, eta: 3 days, 4:36:27, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5633, loss_cls: 3.1662, loss: 3.1662, grad_norm: 1.1516 2022-02-08 02:37:18,908 - mmaction - INFO - Epoch [32][820/940] lr: 3.775e-01, eta: 3 days, 4:35:42, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5592, loss_cls: 3.2439, loss: 3.2439, grad_norm: 1.1462 2022-02-08 02:37:42,386 - mmaction - INFO - Epoch [32][840/940] lr: 3.777e-01, eta: 3 days, 4:34:57, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3018, top5_acc: 0.5604, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.1664 2022-02-08 02:38:05,847 - mmaction - INFO - Epoch [32][860/940] lr: 3.779e-01, eta: 3 days, 4:34:12, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5629, loss_cls: 3.1827, loss: 3.1827, grad_norm: 1.1274 2022-02-08 02:38:29,281 - mmaction - INFO - Epoch [32][880/940] lr: 3.781e-01, eta: 3 days, 4:33:26, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5563, loss_cls: 3.2017, loss: 3.2017, grad_norm: 1.1511 2022-02-08 02:38:52,818 - mmaction - INFO - Epoch [32][900/940] lr: 3.784e-01, eta: 3 days, 4:32:42, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5537, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.1411 2022-02-08 02:39:16,378 - mmaction - INFO - Epoch [32][920/940] lr: 3.786e-01, eta: 3 days, 4:31:57, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5549, loss_cls: 3.1880, loss: 3.1880, grad_norm: 1.1580 2022-02-08 02:39:38,700 - mmaction - INFO - Epoch [32][940/940] lr: 3.788e-01, eta: 3 days, 4:31:04, time: 1.117, data_time: 0.059, memory: 9497, top1_acc: 0.3131, top5_acc: 0.5603, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.1594 2022-02-08 02:42:28,598 - mmaction - INFO - Epoch [33][20/940] lr: 3.790e-01, eta: 3 days, 4:47:03, time: 8.349, data_time: 7.121, memory: 9497, top1_acc: 0.3035, top5_acc: 0.5619, loss_cls: 3.1987, loss: 3.1987, grad_norm: 1.1767 2022-02-08 02:42:51,553 - mmaction - INFO - Epoch [33][40/940] lr: 3.793e-01, eta: 3 days, 4:46:14, time: 1.148, data_time: 0.048, memory: 9497, top1_acc: 0.3078, top5_acc: 0.5523, loss_cls: 3.2215, loss: 3.2215, grad_norm: 1.1581 2022-02-08 02:43:14,778 - mmaction - INFO - Epoch [33][60/940] lr: 3.795e-01, eta: 3 days, 4:45:26, time: 1.161, data_time: 0.043, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5639, loss_cls: 3.1579, loss: 3.1579, grad_norm: 1.1732 2022-02-08 02:43:37,939 - mmaction - INFO - Epoch [33][80/940] lr: 3.797e-01, eta: 3 days, 4:44:39, time: 1.159, data_time: 0.045, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5645, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.1461 2022-02-08 02:44:01,214 - mmaction - INFO - Epoch [33][100/940] lr: 3.799e-01, eta: 3 days, 4:43:51, time: 1.163, data_time: 0.045, memory: 9497, top1_acc: 0.3037, top5_acc: 0.5596, loss_cls: 3.1821, loss: 3.1821, grad_norm: 1.1480 2022-02-08 02:44:24,463 - mmaction - INFO - Epoch [33][120/940] lr: 3.802e-01, eta: 3 days, 4:43:04, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.3059, top5_acc: 0.5557, loss_cls: 3.2054, loss: 3.2054, grad_norm: 1.1622 2022-02-08 02:44:47,825 - mmaction - INFO - Epoch [33][140/940] lr: 3.804e-01, eta: 3 days, 4:42:18, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5703, loss_cls: 3.1547, loss: 3.1547, grad_norm: 1.1440 2022-02-08 02:45:11,287 - mmaction - INFO - Epoch [33][160/940] lr: 3.806e-01, eta: 3 days, 4:41:32, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5582, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.1601 2022-02-08 02:45:34,704 - mmaction - INFO - Epoch [33][180/940] lr: 3.808e-01, eta: 3 days, 4:40:46, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5668, loss_cls: 3.1858, loss: 3.1858, grad_norm: 1.1517 2022-02-08 02:45:58,180 - mmaction - INFO - Epoch [33][200/940] lr: 3.811e-01, eta: 3 days, 4:40:01, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5635, loss_cls: 3.1905, loss: 3.1905, grad_norm: 1.1382 2022-02-08 02:46:21,488 - mmaction - INFO - Epoch [33][220/940] lr: 3.813e-01, eta: 3 days, 4:39:14, time: 1.166, data_time: 0.058, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5578, loss_cls: 3.2320, loss: 3.2320, grad_norm: 1.1393 2022-02-08 02:46:44,931 - mmaction - INFO - Epoch [33][240/940] lr: 3.815e-01, eta: 3 days, 4:38:29, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5564, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.1640 2022-02-08 02:47:08,360 - mmaction - INFO - Epoch [33][260/940] lr: 3.817e-01, eta: 3 days, 4:37:43, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3061, top5_acc: 0.5707, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.1685 2022-02-08 02:47:31,718 - mmaction - INFO - Epoch [33][280/940] lr: 3.820e-01, eta: 3 days, 4:36:57, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5547, loss_cls: 3.2016, loss: 3.2016, grad_norm: 1.1603 2022-02-08 02:47:54,996 - mmaction - INFO - Epoch [33][300/940] lr: 3.822e-01, eta: 3 days, 4:36:10, time: 1.164, data_time: 0.057, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5668, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.1579 2022-02-08 02:48:18,377 - mmaction - INFO - Epoch [33][320/940] lr: 3.824e-01, eta: 3 days, 4:35:24, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5547, loss_cls: 3.1985, loss: 3.1985, grad_norm: 1.1339 2022-02-08 02:48:41,853 - mmaction - INFO - Epoch [33][340/940] lr: 3.826e-01, eta: 3 days, 4:34:39, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5627, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.1516 2022-02-08 02:49:05,297 - mmaction - INFO - Epoch [33][360/940] lr: 3.829e-01, eta: 3 days, 4:33:54, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5619, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.1170 2022-02-08 02:49:28,703 - mmaction - INFO - Epoch [33][380/940] lr: 3.831e-01, eta: 3 days, 4:33:08, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5623, loss_cls: 3.1925, loss: 3.1925, grad_norm: 1.1645 2022-02-08 02:49:52,179 - mmaction - INFO - Epoch [33][400/940] lr: 3.833e-01, eta: 3 days, 4:32:23, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.3061, top5_acc: 0.5563, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.1533 2022-02-08 02:50:15,668 - mmaction - INFO - Epoch [33][420/940] lr: 3.835e-01, eta: 3 days, 4:31:38, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5680, loss_cls: 3.1744, loss: 3.1744, grad_norm: 1.1301 2022-02-08 02:50:39,109 - mmaction - INFO - Epoch [33][440/940] lr: 3.838e-01, eta: 3 days, 4:30:52, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3000, top5_acc: 0.5529, loss_cls: 3.2294, loss: 3.2294, grad_norm: 1.1587 2022-02-08 02:51:02,501 - mmaction - INFO - Epoch [33][460/940] lr: 3.840e-01, eta: 3 days, 4:30:07, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5520, loss_cls: 3.2155, loss: 3.2155, grad_norm: 1.1192 2022-02-08 02:51:26,019 - mmaction - INFO - Epoch [33][480/940] lr: 3.842e-01, eta: 3 days, 4:29:22, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5682, loss_cls: 3.1576, loss: 3.1576, grad_norm: 1.1460 2022-02-08 02:51:49,405 - mmaction - INFO - Epoch [33][500/940] lr: 3.844e-01, eta: 3 days, 4:28:36, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3061, top5_acc: 0.5590, loss_cls: 3.2129, loss: 3.2129, grad_norm: 1.1522 2022-02-08 02:52:12,895 - mmaction - INFO - Epoch [33][520/940] lr: 3.847e-01, eta: 3 days, 4:27:51, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5686, loss_cls: 3.1667, loss: 3.1667, grad_norm: 1.1544 2022-02-08 02:52:36,338 - mmaction - INFO - Epoch [33][540/940] lr: 3.849e-01, eta: 3 days, 4:27:06, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5619, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.1451 2022-02-08 02:52:59,846 - mmaction - INFO - Epoch [33][560/940] lr: 3.851e-01, eta: 3 days, 4:26:21, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5668, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.1480 2022-02-08 02:53:23,354 - mmaction - INFO - Epoch [33][580/940] lr: 3.853e-01, eta: 3 days, 4:25:37, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.2963, top5_acc: 0.5447, loss_cls: 3.2577, loss: 3.2577, grad_norm: 1.1370 2022-02-08 02:53:46,891 - mmaction - INFO - Epoch [33][600/940] lr: 3.856e-01, eta: 3 days, 4:24:52, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.3037, top5_acc: 0.5541, loss_cls: 3.2268, loss: 3.2268, grad_norm: 1.1656 2022-02-08 02:54:10,440 - mmaction - INFO - Epoch [33][620/940] lr: 3.858e-01, eta: 3 days, 4:24:08, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5662, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.1524 2022-02-08 02:54:33,926 - mmaction - INFO - Epoch [33][640/940] lr: 3.860e-01, eta: 3 days, 4:23:23, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.2898, top5_acc: 0.5553, loss_cls: 3.2281, loss: 3.2281, grad_norm: 1.1383 2022-02-08 02:54:57,317 - mmaction - INFO - Epoch [33][660/940] lr: 3.862e-01, eta: 3 days, 4:22:38, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5648, loss_cls: 3.1898, loss: 3.1898, grad_norm: 1.1338 2022-02-08 02:55:20,738 - mmaction - INFO - Epoch [33][680/940] lr: 3.865e-01, eta: 3 days, 4:21:53, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5709, loss_cls: 3.1638, loss: 3.1638, grad_norm: 1.1543 2022-02-08 02:55:44,419 - mmaction - INFO - Epoch [33][700/940] lr: 3.867e-01, eta: 3 days, 4:21:09, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.2994, top5_acc: 0.5553, loss_cls: 3.2021, loss: 3.2021, grad_norm: 1.1607 2022-02-08 02:56:07,935 - mmaction - INFO - Epoch [33][720/940] lr: 3.869e-01, eta: 3 days, 4:20:25, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.2869, top5_acc: 0.5516, loss_cls: 3.2726, loss: 3.2726, grad_norm: 1.1756 2022-02-08 02:56:31,328 - mmaction - INFO - Epoch [33][740/940] lr: 3.871e-01, eta: 3 days, 4:19:39, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.2961, top5_acc: 0.5496, loss_cls: 3.2747, loss: 3.2747, grad_norm: 1.1171 2022-02-08 02:56:54,906 - mmaction - INFO - Epoch [33][760/940] lr: 3.874e-01, eta: 3 days, 4:18:55, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5717, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.1126 2022-02-08 02:57:18,405 - mmaction - INFO - Epoch [33][780/940] lr: 3.876e-01, eta: 3 days, 4:18:11, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3092, top5_acc: 0.5502, loss_cls: 3.2287, loss: 3.2287, grad_norm: 1.1478 2022-02-08 02:57:41,918 - mmaction - INFO - Epoch [33][800/940] lr: 3.878e-01, eta: 3 days, 4:17:27, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.2947, top5_acc: 0.5459, loss_cls: 3.2759, loss: 3.2759, grad_norm: 1.1467 2022-02-08 02:58:05,365 - mmaction - INFO - Epoch [33][820/940] lr: 3.880e-01, eta: 3 days, 4:16:42, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.3002, top5_acc: 0.5592, loss_cls: 3.1917, loss: 3.1917, grad_norm: 1.1243 2022-02-08 02:58:28,826 - mmaction - INFO - Epoch [33][840/940] lr: 3.883e-01, eta: 3 days, 4:15:57, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3049, top5_acc: 0.5551, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.1596 2022-02-08 02:58:52,255 - mmaction - INFO - Epoch [33][860/940] lr: 3.885e-01, eta: 3 days, 4:15:12, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5613, loss_cls: 3.1859, loss: 3.1859, grad_norm: 1.1199 2022-02-08 02:59:15,705 - mmaction - INFO - Epoch [33][880/940] lr: 3.887e-01, eta: 3 days, 4:14:28, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.2924, top5_acc: 0.5443, loss_cls: 3.2806, loss: 3.2806, grad_norm: 1.1466 2022-02-08 02:59:39,206 - mmaction - INFO - Epoch [33][900/940] lr: 3.889e-01, eta: 3 days, 4:13:43, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5668, loss_cls: 3.1693, loss: 3.1693, grad_norm: 1.1376 2022-02-08 03:00:02,769 - mmaction - INFO - Epoch [33][920/940] lr: 3.892e-01, eta: 3 days, 4:13:00, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.2979, top5_acc: 0.5486, loss_cls: 3.2357, loss: 3.2357, grad_norm: 1.1162 2022-02-08 03:00:25,079 - mmaction - INFO - Epoch [33][940/940] lr: 3.894e-01, eta: 3 days, 4:12:07, time: 1.115, data_time: 0.058, memory: 9497, top1_acc: 0.3030, top5_acc: 0.5532, loss_cls: 3.2358, loss: 3.2358, grad_norm: 1.1329 2022-02-08 03:02:53,143 - mmaction - INFO - Epoch [34][20/940] lr: 3.896e-01, eta: 3 days, 4:24:57, time: 7.199, data_time: 6.071, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5687, loss_cls: 3.1344, loss: 3.1344, grad_norm: 1.1312 2022-02-08 03:03:16,236 - mmaction - INFO - Epoch [34][40/940] lr: 3.899e-01, eta: 3 days, 4:24:09, time: 1.155, data_time: 0.047, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5725, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.1409 2022-02-08 03:03:39,741 - mmaction - INFO - Epoch [34][60/940] lr: 3.901e-01, eta: 3 days, 4:23:24, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5629, loss_cls: 3.1854, loss: 3.1854, grad_norm: 1.1642 2022-02-08 03:04:03,004 - mmaction - INFO - Epoch [34][80/940] lr: 3.903e-01, eta: 3 days, 4:22:38, time: 1.164, data_time: 0.043, memory: 9497, top1_acc: 0.3004, top5_acc: 0.5596, loss_cls: 3.2220, loss: 3.2220, grad_norm: 1.1651 2022-02-08 03:04:26,245 - mmaction - INFO - Epoch [34][100/940] lr: 3.905e-01, eta: 3 days, 4:21:51, time: 1.162, data_time: 0.043, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5580, loss_cls: 3.2254, loss: 3.2254, grad_norm: 1.1405 2022-02-08 03:04:49,538 - mmaction - INFO - Epoch [34][120/940] lr: 3.908e-01, eta: 3 days, 4:21:05, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5547, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.1400 2022-02-08 03:05:12,903 - mmaction - INFO - Epoch [34][140/940] lr: 3.910e-01, eta: 3 days, 4:20:20, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5506, loss_cls: 3.2118, loss: 3.2118, grad_norm: 1.1439 2022-02-08 03:05:36,237 - mmaction - INFO - Epoch [34][160/940] lr: 3.912e-01, eta: 3 days, 4:19:34, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5586, loss_cls: 3.1825, loss: 3.1825, grad_norm: 1.1456 2022-02-08 03:05:59,534 - mmaction - INFO - Epoch [34][180/940] lr: 3.914e-01, eta: 3 days, 4:18:48, time: 1.165, data_time: 0.051, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5660, loss_cls: 3.1871, loss: 3.1871, grad_norm: 1.1519 2022-02-08 03:06:22,855 - mmaction - INFO - Epoch [34][200/940] lr: 3.917e-01, eta: 3 days, 4:18:02, time: 1.166, data_time: 0.054, memory: 9497, top1_acc: 0.3029, top5_acc: 0.5613, loss_cls: 3.2083, loss: 3.2083, grad_norm: 1.1614 2022-02-08 03:06:46,113 - mmaction - INFO - Epoch [34][220/940] lr: 3.919e-01, eta: 3 days, 4:17:16, time: 1.163, data_time: 0.054, memory: 9497, top1_acc: 0.3002, top5_acc: 0.5545, loss_cls: 3.2444, loss: 3.2444, grad_norm: 1.1382 2022-02-08 03:07:09,413 - mmaction - INFO - Epoch [34][240/940] lr: 3.921e-01, eta: 3 days, 4:16:30, time: 1.165, data_time: 0.054, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5617, loss_cls: 3.1893, loss: 3.1893, grad_norm: 1.1352 2022-02-08 03:07:32,762 - mmaction - INFO - Epoch [34][260/940] lr: 3.923e-01, eta: 3 days, 4:15:45, time: 1.167, data_time: 0.056, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5518, loss_cls: 3.2433, loss: 3.2433, grad_norm: 1.1757 2022-02-08 03:07:56,018 - mmaction - INFO - Epoch [34][280/940] lr: 3.926e-01, eta: 3 days, 4:14:59, time: 1.163, data_time: 0.052, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5535, loss_cls: 3.2160, loss: 3.2160, grad_norm: 1.1639 2022-02-08 03:08:19,378 - mmaction - INFO - Epoch [34][300/940] lr: 3.928e-01, eta: 3 days, 4:14:13, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5570, loss_cls: 3.2242, loss: 3.2242, grad_norm: 1.1302 2022-02-08 03:08:42,746 - mmaction - INFO - Epoch [34][320/940] lr: 3.930e-01, eta: 3 days, 4:13:28, time: 1.168, data_time: 0.059, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5619, loss_cls: 3.1902, loss: 3.1902, grad_norm: 1.1231 2022-02-08 03:09:06,120 - mmaction - INFO - Epoch [34][340/940] lr: 3.932e-01, eta: 3 days, 4:12:43, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5666, loss_cls: 3.1530, loss: 3.1530, grad_norm: 1.1302 2022-02-08 03:09:29,557 - mmaction - INFO - Epoch [34][360/940] lr: 3.935e-01, eta: 3 days, 4:11:58, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.2814, top5_acc: 0.5428, loss_cls: 3.2968, loss: 3.2968, grad_norm: 1.1486 2022-02-08 03:09:52,967 - mmaction - INFO - Epoch [34][380/940] lr: 3.937e-01, eta: 3 days, 4:11:13, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.3031, top5_acc: 0.5611, loss_cls: 3.2049, loss: 3.2049, grad_norm: 1.1162 2022-02-08 03:10:17,254 - mmaction - INFO - Epoch [34][400/940] lr: 3.939e-01, eta: 3 days, 4:10:34, time: 1.214, data_time: 0.057, memory: 9497, top1_acc: 0.3018, top5_acc: 0.5480, loss_cls: 3.2490, loss: 3.2490, grad_norm: 1.1407 2022-02-08 03:10:40,846 - mmaction - INFO - Epoch [34][420/940] lr: 3.941e-01, eta: 3 days, 4:09:50, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.3051, top5_acc: 0.5561, loss_cls: 3.2094, loss: 3.2094, grad_norm: 1.1045 2022-02-08 03:11:04,398 - mmaction - INFO - Epoch [34][440/940] lr: 3.944e-01, eta: 3 days, 4:09:06, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5582, loss_cls: 3.2269, loss: 3.2269, grad_norm: 1.1376 2022-02-08 03:11:27,919 - mmaction - INFO - Epoch [34][460/940] lr: 3.946e-01, eta: 3 days, 4:08:22, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5686, loss_cls: 3.1845, loss: 3.1845, grad_norm: 1.1344 2022-02-08 03:11:51,449 - mmaction - INFO - Epoch [34][480/940] lr: 3.948e-01, eta: 3 days, 4:07:38, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3029, top5_acc: 0.5604, loss_cls: 3.2134, loss: 3.2134, grad_norm: 1.1618 2022-02-08 03:12:14,965 - mmaction - INFO - Epoch [34][500/940] lr: 3.950e-01, eta: 3 days, 4:06:54, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.2988, top5_acc: 0.5602, loss_cls: 3.2209, loss: 3.2209, grad_norm: 1.1318 2022-02-08 03:12:38,554 - mmaction - INFO - Epoch [34][520/940] lr: 3.953e-01, eta: 3 days, 4:06:11, time: 1.180, data_time: 0.064, memory: 9497, top1_acc: 0.2998, top5_acc: 0.5520, loss_cls: 3.2414, loss: 3.2414, grad_norm: 1.1369 2022-02-08 03:13:02,122 - mmaction - INFO - Epoch [34][540/940] lr: 3.955e-01, eta: 3 days, 4:05:27, time: 1.179, data_time: 0.063, memory: 9497, top1_acc: 0.3023, top5_acc: 0.5549, loss_cls: 3.2150, loss: 3.2150, grad_norm: 1.1616 2022-02-08 03:13:25,788 - mmaction - INFO - Epoch [34][560/940] lr: 3.957e-01, eta: 3 days, 4:04:44, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5537, loss_cls: 3.2093, loss: 3.2093, grad_norm: 1.1206 2022-02-08 03:13:49,370 - mmaction - INFO - Epoch [34][580/940] lr: 3.959e-01, eta: 3 days, 4:04:01, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5557, loss_cls: 3.2042, loss: 3.2042, grad_norm: 1.1337 2022-02-08 03:14:13,002 - mmaction - INFO - Epoch [34][600/940] lr: 3.962e-01, eta: 3 days, 4:03:17, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5674, loss_cls: 3.1828, loss: 3.1828, grad_norm: 1.1346 2022-02-08 03:14:36,477 - mmaction - INFO - Epoch [34][620/940] lr: 3.964e-01, eta: 3 days, 4:02:33, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5682, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.1230 2022-02-08 03:14:59,902 - mmaction - INFO - Epoch [34][640/940] lr: 3.966e-01, eta: 3 days, 4:01:49, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.3070, top5_acc: 0.5607, loss_cls: 3.1850, loss: 3.1850, grad_norm: 1.1332 2022-02-08 03:15:23,365 - mmaction - INFO - Epoch [34][660/940] lr: 3.968e-01, eta: 3 days, 4:01:04, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5549, loss_cls: 3.2449, loss: 3.2449, grad_norm: 1.1297 2022-02-08 03:15:46,871 - mmaction - INFO - Epoch [34][680/940] lr: 3.971e-01, eta: 3 days, 4:00:21, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3061, top5_acc: 0.5547, loss_cls: 3.2051, loss: 3.2051, grad_norm: 1.1000 2022-02-08 03:16:10,397 - mmaction - INFO - Epoch [34][700/940] lr: 3.973e-01, eta: 3 days, 3:59:37, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3035, top5_acc: 0.5482, loss_cls: 3.2289, loss: 3.2289, grad_norm: 1.1415 2022-02-08 03:16:33,916 - mmaction - INFO - Epoch [34][720/940] lr: 3.975e-01, eta: 3 days, 3:58:53, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.3094, top5_acc: 0.5672, loss_cls: 3.1820, loss: 3.1820, grad_norm: 1.1353 2022-02-08 03:16:57,413 - mmaction - INFO - Epoch [34][740/940] lr: 3.977e-01, eta: 3 days, 3:58:09, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.3078, top5_acc: 0.5473, loss_cls: 3.2361, loss: 3.2361, grad_norm: 1.1109 2022-02-08 03:17:20,922 - mmaction - INFO - Epoch [34][760/940] lr: 3.980e-01, eta: 3 days, 3:57:25, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.3018, top5_acc: 0.5563, loss_cls: 3.2217, loss: 3.2217, grad_norm: 1.1278 2022-02-08 03:17:44,426 - mmaction - INFO - Epoch [34][780/940] lr: 3.982e-01, eta: 3 days, 3:56:42, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.3043, top5_acc: 0.5527, loss_cls: 3.1904, loss: 3.1904, grad_norm: 1.1349 2022-02-08 03:18:08,048 - mmaction - INFO - Epoch [34][800/940] lr: 3.984e-01, eta: 3 days, 3:55:59, time: 1.182, data_time: 0.062, memory: 9497, top1_acc: 0.3023, top5_acc: 0.5490, loss_cls: 3.2315, loss: 3.2315, grad_norm: 1.1172 2022-02-08 03:18:31,537 - mmaction - INFO - Epoch [34][820/940] lr: 3.986e-01, eta: 3 days, 3:55:15, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3051, top5_acc: 0.5510, loss_cls: 3.2272, loss: 3.2272, grad_norm: 1.1265 2022-02-08 03:18:55,049 - mmaction - INFO - Epoch [34][840/940] lr: 3.989e-01, eta: 3 days, 3:54:31, time: 1.175, data_time: 0.045, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.1719, loss: 3.1719, grad_norm: 1.1584 2022-02-08 03:19:18,577 - mmaction - INFO - Epoch [34][860/940] lr: 3.991e-01, eta: 3 days, 3:53:48, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.2959, top5_acc: 0.5514, loss_cls: 3.2584, loss: 3.2584, grad_norm: 1.1477 2022-02-08 03:19:42,181 - mmaction - INFO - Epoch [34][880/940] lr: 3.993e-01, eta: 3 days, 3:53:05, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.3014, top5_acc: 0.5461, loss_cls: 3.2059, loss: 3.2059, grad_norm: 1.1160 2022-02-08 03:20:06,078 - mmaction - INFO - Epoch [34][900/940] lr: 3.995e-01, eta: 3 days, 3:52:23, time: 1.195, data_time: 0.057, memory: 9497, top1_acc: 0.2963, top5_acc: 0.5332, loss_cls: 3.2855, loss: 3.2855, grad_norm: 1.1132 2022-02-08 03:20:29,591 - mmaction - INFO - Epoch [34][920/940] lr: 3.998e-01, eta: 3 days, 3:51:40, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3066, top5_acc: 0.5584, loss_cls: 3.2268, loss: 3.2268, grad_norm: 1.1305 2022-02-08 03:20:51,926 - mmaction - INFO - Epoch [34][940/940] lr: 4.000e-01, eta: 3 days, 3:50:49, time: 1.116, data_time: 0.065, memory: 9497, top1_acc: 0.3007, top5_acc: 0.5465, loss_cls: 3.2454, loss: 3.2454, grad_norm: 1.1296 2022-02-08 03:23:36,211 - mmaction - INFO - Epoch [35][20/940] lr: 4.000e-01, eta: 3 days, 4:05:00, time: 8.031, data_time: 6.430, memory: 9497, top1_acc: 0.3131, top5_acc: 0.5676, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.1614 2022-02-08 03:23:59,392 - mmaction - INFO - Epoch [35][40/940] lr: 4.000e-01, eta: 3 days, 4:04:13, time: 1.159, data_time: 0.041, memory: 9497, top1_acc: 0.3002, top5_acc: 0.5604, loss_cls: 3.2388, loss: 3.2388, grad_norm: 1.1367 2022-02-08 03:24:22,506 - mmaction - INFO - Epoch [35][60/940] lr: 4.000e-01, eta: 3 days, 4:03:27, time: 1.156, data_time: 0.044, memory: 9497, top1_acc: 0.2873, top5_acc: 0.5541, loss_cls: 3.2205, loss: 3.2205, grad_norm: 1.1476 2022-02-08 03:24:45,709 - mmaction - INFO - Epoch [35][80/940] lr: 4.000e-01, eta: 3 days, 4:02:41, time: 1.161, data_time: 0.043, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5555, loss_cls: 3.1972, loss: 3.1972, grad_norm: 1.1411 2022-02-08 03:25:08,976 - mmaction - INFO - Epoch [35][100/940] lr: 4.000e-01, eta: 3 days, 4:01:55, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5549, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.1506 2022-02-08 03:25:32,333 - mmaction - INFO - Epoch [35][120/940] lr: 4.000e-01, eta: 3 days, 4:01:10, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5605, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.1125 2022-02-08 03:25:55,650 - mmaction - INFO - Epoch [35][140/940] lr: 4.000e-01, eta: 3 days, 4:00:25, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.1334 2022-02-08 03:26:18,923 - mmaction - INFO - Epoch [35][160/940] lr: 4.000e-01, eta: 3 days, 3:59:39, time: 1.163, data_time: 0.045, memory: 9497, top1_acc: 0.3035, top5_acc: 0.5564, loss_cls: 3.2109, loss: 3.2109, grad_norm: 1.1147 2022-02-08 03:26:42,264 - mmaction - INFO - Epoch [35][180/940] lr: 4.000e-01, eta: 3 days, 3:58:54, time: 1.167, data_time: 0.056, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5566, loss_cls: 3.1748, loss: 3.1748, grad_norm: 1.1194 2022-02-08 03:27:05,540 - mmaction - INFO - Epoch [35][200/940] lr: 4.000e-01, eta: 3 days, 3:58:09, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.2967, top5_acc: 0.5543, loss_cls: 3.2599, loss: 3.2599, grad_norm: 1.1321 2022-02-08 03:27:29,014 - mmaction - INFO - Epoch [35][220/940] lr: 4.000e-01, eta: 3 days, 3:57:25, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3078, top5_acc: 0.5607, loss_cls: 3.1763, loss: 3.1763, grad_norm: 1.1163 2022-02-08 03:27:52,329 - mmaction - INFO - Epoch [35][240/940] lr: 4.000e-01, eta: 3 days, 3:56:39, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.3066, top5_acc: 0.5604, loss_cls: 3.2005, loss: 3.2005, grad_norm: 1.1527 2022-02-08 03:28:15,830 - mmaction - INFO - Epoch [35][260/940] lr: 4.000e-01, eta: 3 days, 3:55:55, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5650, loss_cls: 3.1821, loss: 3.1821, grad_norm: 1.1485 2022-02-08 03:28:39,243 - mmaction - INFO - Epoch [35][280/940] lr: 4.000e-01, eta: 3 days, 3:55:11, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.2977, top5_acc: 0.5459, loss_cls: 3.2402, loss: 3.2402, grad_norm: 1.1218 2022-02-08 03:29:02,554 - mmaction - INFO - Epoch [35][300/940] lr: 4.000e-01, eta: 3 days, 3:54:26, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5666, loss_cls: 3.1647, loss: 3.1647, grad_norm: 1.1228 2022-02-08 03:29:25,906 - mmaction - INFO - Epoch [35][320/940] lr: 4.000e-01, eta: 3 days, 3:53:41, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5674, loss_cls: 3.1766, loss: 3.1766, grad_norm: 1.1061 2022-02-08 03:29:49,359 - mmaction - INFO - Epoch [35][340/940] lr: 4.000e-01, eta: 3 days, 3:52:57, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5654, loss_cls: 3.1711, loss: 3.1711, grad_norm: 1.1328 2022-02-08 03:30:12,844 - mmaction - INFO - Epoch [35][360/940] lr: 4.000e-01, eta: 3 days, 3:52:13, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5539, loss_cls: 3.2091, loss: 3.2091, grad_norm: 1.1228 2022-02-08 03:30:36,420 - mmaction - INFO - Epoch [35][380/940] lr: 4.000e-01, eta: 3 days, 3:51:30, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.3078, top5_acc: 0.5557, loss_cls: 3.2656, loss: 3.2656, grad_norm: 1.1577 2022-02-08 03:30:59,807 - mmaction - INFO - Epoch [35][400/940] lr: 4.000e-01, eta: 3 days, 3:50:45, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5758, loss_cls: 3.1466, loss: 3.1466, grad_norm: 1.1110 2022-02-08 03:31:23,363 - mmaction - INFO - Epoch [35][420/940] lr: 4.000e-01, eta: 3 days, 3:50:02, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3074, top5_acc: 0.5574, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.1195 2022-02-08 03:31:46,844 - mmaction - INFO - Epoch [35][440/940] lr: 4.000e-01, eta: 3 days, 3:49:18, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.2957, top5_acc: 0.5514, loss_cls: 3.2527, loss: 3.2527, grad_norm: 1.1364 2022-02-08 03:32:10,419 - mmaction - INFO - Epoch [35][460/940] lr: 4.000e-01, eta: 3 days, 3:48:35, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5629, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.1427 2022-02-08 03:32:33,829 - mmaction - INFO - Epoch [35][480/940] lr: 4.000e-01, eta: 3 days, 3:47:51, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5496, loss_cls: 3.2022, loss: 3.2022, grad_norm: 1.1405 2022-02-08 03:32:57,379 - mmaction - INFO - Epoch [35][500/940] lr: 4.000e-01, eta: 3 days, 3:47:08, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5727, loss_cls: 3.1585, loss: 3.1585, grad_norm: 1.1408 2022-02-08 03:33:20,857 - mmaction - INFO - Epoch [35][520/940] lr: 4.000e-01, eta: 3 days, 3:46:24, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3039, top5_acc: 0.5586, loss_cls: 3.1736, loss: 3.1736, grad_norm: 1.1332 2022-02-08 03:33:44,277 - mmaction - INFO - Epoch [35][540/940] lr: 4.000e-01, eta: 3 days, 3:45:40, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5586, loss_cls: 3.1995, loss: 3.1995, grad_norm: 1.1404 2022-02-08 03:34:07,752 - mmaction - INFO - Epoch [35][560/940] lr: 4.000e-01, eta: 3 days, 3:44:56, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5699, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.1528 2022-02-08 03:34:31,220 - mmaction - INFO - Epoch [35][580/940] lr: 4.000e-01, eta: 3 days, 3:44:13, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5629, loss_cls: 3.1651, loss: 3.1651, grad_norm: 1.1244 2022-02-08 03:34:54,746 - mmaction - INFO - Epoch [35][600/940] lr: 4.000e-01, eta: 3 days, 3:43:29, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5498, loss_cls: 3.2290, loss: 3.2290, grad_norm: 1.1073 2022-02-08 03:35:18,152 - mmaction - INFO - Epoch [35][620/940] lr: 4.000e-01, eta: 3 days, 3:42:45, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.2969, top5_acc: 0.5602, loss_cls: 3.2283, loss: 3.2283, grad_norm: 1.1201 2022-02-08 03:35:41,641 - mmaction - INFO - Epoch [35][640/940] lr: 4.000e-01, eta: 3 days, 3:42:02, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3016, top5_acc: 0.5576, loss_cls: 3.2246, loss: 3.2246, grad_norm: 1.1313 2022-02-08 03:36:05,156 - mmaction - INFO - Epoch [35][660/940] lr: 4.000e-01, eta: 3 days, 3:41:18, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.2883, top5_acc: 0.5406, loss_cls: 3.2676, loss: 3.2676, grad_norm: 1.1420 2022-02-08 03:36:28,787 - mmaction - INFO - Epoch [35][680/940] lr: 4.000e-01, eta: 3 days, 3:40:36, time: 1.182, data_time: 0.050, memory: 9497, top1_acc: 0.3061, top5_acc: 0.5609, loss_cls: 3.2284, loss: 3.2284, grad_norm: 1.1117 2022-02-08 03:36:52,157 - mmaction - INFO - Epoch [35][700/940] lr: 4.000e-01, eta: 3 days, 3:39:51, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5619, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.1210 2022-02-08 03:37:15,538 - mmaction - INFO - Epoch [35][720/940] lr: 4.000e-01, eta: 3 days, 3:39:07, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5729, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.1550 2022-02-08 03:37:39,012 - mmaction - INFO - Epoch [35][740/940] lr: 4.000e-01, eta: 3 days, 3:38:24, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.2912, top5_acc: 0.5467, loss_cls: 3.2913, loss: 3.2913, grad_norm: 1.1436 2022-02-08 03:38:02,637 - mmaction - INFO - Epoch [35][760/940] lr: 4.000e-01, eta: 3 days, 3:37:41, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5531, loss_cls: 3.2322, loss: 3.2322, grad_norm: 1.1154 2022-02-08 03:38:26,154 - mmaction - INFO - Epoch [35][780/940] lr: 4.000e-01, eta: 3 days, 3:36:58, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3070, top5_acc: 0.5551, loss_cls: 3.2033, loss: 3.2033, grad_norm: 1.1092 2022-02-08 03:38:49,596 - mmaction - INFO - Epoch [35][800/940] lr: 4.000e-01, eta: 3 days, 3:36:15, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.2994, top5_acc: 0.5547, loss_cls: 3.2124, loss: 3.2124, grad_norm: 1.1249 2022-02-08 03:39:13,145 - mmaction - INFO - Epoch [35][820/940] lr: 4.000e-01, eta: 3 days, 3:35:32, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.3041, top5_acc: 0.5535, loss_cls: 3.2123, loss: 3.2123, grad_norm: 1.1260 2022-02-08 03:39:36,604 - mmaction - INFO - Epoch [35][840/940] lr: 4.000e-01, eta: 3 days, 3:34:48, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.2924, top5_acc: 0.5486, loss_cls: 3.2459, loss: 3.2459, grad_norm: 1.1168 2022-02-08 03:40:00,088 - mmaction - INFO - Epoch [35][860/940] lr: 4.000e-01, eta: 3 days, 3:34:05, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3014, top5_acc: 0.5531, loss_cls: 3.2429, loss: 3.2429, grad_norm: 1.1130 2022-02-08 03:40:23,523 - mmaction - INFO - Epoch [35][880/940] lr: 4.000e-01, eta: 3 days, 3:33:21, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5678, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.1454 2022-02-08 03:40:46,989 - mmaction - INFO - Epoch [35][900/940] lr: 4.000e-01, eta: 3 days, 3:32:38, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5645, loss_cls: 3.1940, loss: 3.1940, grad_norm: 1.1451 2022-02-08 03:41:10,516 - mmaction - INFO - Epoch [35][920/940] lr: 4.000e-01, eta: 3 days, 3:31:55, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3020, top5_acc: 0.5613, loss_cls: 3.2180, loss: 3.2180, grad_norm: 1.1472 2022-02-08 03:41:32,795 - mmaction - INFO - Epoch [35][940/940] lr: 4.000e-01, eta: 3 days, 3:31:05, time: 1.114, data_time: 0.062, memory: 9497, top1_acc: 0.3009, top5_acc: 0.5538, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.1265 2022-02-08 03:41:35,336 - mmaction - INFO - Saving checkpoint at 35 epochs 2022-02-08 03:44:24,825 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 03:44:25,649 - mmaction - INFO - top1_acc 0.3264 top5_acc 0.6054 2022-02-08 03:44:25,649 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 03:44:25,781 - mmaction - INFO - mean_acc 0.3262 2022-02-08 03:44:25,791 - mmaction - INFO - Epoch(val) [35][78] top1_acc: 0.3264, top5_acc: 0.6054, mean_class_accuracy: 0.3262 2022-02-08 03:46:48,102 - mmaction - INFO - Epoch [36][20/940] lr: 4.000e-01, eta: 3 days, 3:42:51, time: 7.114, data_time: 5.475, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5641, loss_cls: 3.1714, loss: 3.1714, grad_norm: 1.1354 2022-02-08 03:47:11,161 - mmaction - INFO - Epoch [36][40/940] lr: 4.000e-01, eta: 3 days, 3:42:05, time: 1.153, data_time: 0.052, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5604, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.1371 2022-02-08 03:47:34,381 - mmaction - INFO - Epoch [36][60/940] lr: 4.000e-01, eta: 3 days, 3:41:19, time: 1.161, data_time: 0.051, memory: 9497, top1_acc: 0.3012, top5_acc: 0.5514, loss_cls: 3.2180, loss: 3.2180, grad_norm: 1.1368 2022-02-08 03:47:57,715 - mmaction - INFO - Epoch [36][80/940] lr: 4.000e-01, eta: 3 days, 3:40:35, time: 1.166, data_time: 0.055, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5637, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.1117 2022-02-08 03:48:21,006 - mmaction - INFO - Epoch [36][100/940] lr: 4.000e-01, eta: 3 days, 3:39:50, time: 1.165, data_time: 0.051, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5580, loss_cls: 3.2003, loss: 3.2003, grad_norm: 1.1596 2022-02-08 03:48:44,205 - mmaction - INFO - Epoch [36][120/940] lr: 4.000e-01, eta: 3 days, 3:39:05, time: 1.160, data_time: 0.048, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5621, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.1354 2022-02-08 03:49:07,309 - mmaction - INFO - Epoch [36][140/940] lr: 4.000e-01, eta: 3 days, 3:38:19, time: 1.155, data_time: 0.046, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5646, loss_cls: 3.1848, loss: 3.1848, grad_norm: 1.1088 2022-02-08 03:49:30,778 - mmaction - INFO - Epoch [36][160/940] lr: 4.000e-01, eta: 3 days, 3:37:35, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3078, top5_acc: 0.5615, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.1209 2022-02-08 03:49:54,199 - mmaction - INFO - Epoch [36][180/940] lr: 4.000e-01, eta: 3 days, 3:36:51, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5705, loss_cls: 3.1638, loss: 3.1638, grad_norm: 1.1459 2022-02-08 03:50:17,649 - mmaction - INFO - Epoch [36][200/940] lr: 4.000e-01, eta: 3 days, 3:36:08, time: 1.173, data_time: 0.046, memory: 9497, top1_acc: 0.3037, top5_acc: 0.5547, loss_cls: 3.2243, loss: 3.2243, grad_norm: 1.1197 2022-02-08 03:50:40,915 - mmaction - INFO - Epoch [36][220/940] lr: 4.000e-01, eta: 3 days, 3:35:23, time: 1.163, data_time: 0.052, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5637, loss_cls: 3.1606, loss: 3.1606, grad_norm: 1.1248 2022-02-08 03:51:04,286 - mmaction - INFO - Epoch [36][240/940] lr: 4.000e-01, eta: 3 days, 3:34:39, time: 1.169, data_time: 0.060, memory: 9497, top1_acc: 0.2990, top5_acc: 0.5600, loss_cls: 3.2256, loss: 3.2256, grad_norm: 1.1353 2022-02-08 03:51:27,735 - mmaction - INFO - Epoch [36][260/940] lr: 4.000e-01, eta: 3 days, 3:33:55, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5590, loss_cls: 3.1957, loss: 3.1957, grad_norm: 1.1150 2022-02-08 03:51:51,179 - mmaction - INFO - Epoch [36][280/940] lr: 4.000e-01, eta: 3 days, 3:33:12, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5623, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.1191 2022-02-08 03:52:14,636 - mmaction - INFO - Epoch [36][300/940] lr: 4.000e-01, eta: 3 days, 3:32:28, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3039, top5_acc: 0.5670, loss_cls: 3.1546, loss: 3.1546, grad_norm: 1.1443 2022-02-08 03:52:38,098 - mmaction - INFO - Epoch [36][320/940] lr: 4.000e-01, eta: 3 days, 3:31:45, time: 1.173, data_time: 0.065, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5594, loss_cls: 3.1860, loss: 3.1860, grad_norm: 1.1212 2022-02-08 03:53:01,562 - mmaction - INFO - Epoch [36][340/940] lr: 4.000e-01, eta: 3 days, 3:31:01, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5602, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.1362 2022-02-08 03:53:25,031 - mmaction - INFO - Epoch [36][360/940] lr: 4.000e-01, eta: 3 days, 3:30:18, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3012, top5_acc: 0.5662, loss_cls: 3.1938, loss: 3.1938, grad_norm: 1.1177 2022-02-08 03:53:48,572 - mmaction - INFO - Epoch [36][380/940] lr: 4.000e-01, eta: 3 days, 3:29:35, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5561, loss_cls: 3.2209, loss: 3.2209, grad_norm: 1.1204 2022-02-08 03:54:12,068 - mmaction - INFO - Epoch [36][400/940] lr: 4.000e-01, eta: 3 days, 3:28:52, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.2986, top5_acc: 0.5521, loss_cls: 3.2395, loss: 3.2395, grad_norm: 1.1353 2022-02-08 03:54:35,528 - mmaction - INFO - Epoch [36][420/940] lr: 4.000e-01, eta: 3 days, 3:28:09, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5617, loss_cls: 3.2032, loss: 3.2032, grad_norm: 1.1327 2022-02-08 03:54:58,943 - mmaction - INFO - Epoch [36][440/940] lr: 4.000e-01, eta: 3 days, 3:27:25, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5650, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.1264 2022-02-08 03:55:22,480 - mmaction - INFO - Epoch [36][460/940] lr: 4.000e-01, eta: 3 days, 3:26:42, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3025, top5_acc: 0.5492, loss_cls: 3.2285, loss: 3.2285, grad_norm: 1.1395 2022-02-08 03:55:45,909 - mmaction - INFO - Epoch [36][480/940] lr: 4.000e-01, eta: 3 days, 3:25:59, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.2928, top5_acc: 0.5582, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.1320 2022-02-08 03:56:09,273 - mmaction - INFO - Epoch [36][500/940] lr: 4.000e-01, eta: 3 days, 3:25:15, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.2988, top5_acc: 0.5607, loss_cls: 3.2167, loss: 3.2167, grad_norm: 1.1294 2022-02-08 03:56:32,699 - mmaction - INFO - Epoch [36][520/940] lr: 4.000e-01, eta: 3 days, 3:24:31, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3010, top5_acc: 0.5578, loss_cls: 3.2286, loss: 3.2286, grad_norm: 1.1447 2022-02-08 03:56:56,132 - mmaction - INFO - Epoch [36][540/940] lr: 4.000e-01, eta: 3 days, 3:23:48, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.3094, top5_acc: 0.5645, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.1268 2022-02-08 03:57:19,654 - mmaction - INFO - Epoch [36][560/940] lr: 4.000e-01, eta: 3 days, 3:23:05, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3021, top5_acc: 0.5451, loss_cls: 3.2304, loss: 3.2304, grad_norm: 1.1275 2022-02-08 03:57:43,100 - mmaction - INFO - Epoch [36][580/940] lr: 4.000e-01, eta: 3 days, 3:22:22, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3006, top5_acc: 0.5564, loss_cls: 3.2410, loss: 3.2410, grad_norm: 1.1237 2022-02-08 03:58:06,484 - mmaction - INFO - Epoch [36][600/940] lr: 4.000e-01, eta: 3 days, 3:21:39, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5648, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.1213 2022-02-08 03:58:29,945 - mmaction - INFO - Epoch [36][620/940] lr: 4.000e-01, eta: 3 days, 3:20:55, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5625, loss_cls: 3.2059, loss: 3.2059, grad_norm: 1.1381 2022-02-08 03:58:53,400 - mmaction - INFO - Epoch [36][640/940] lr: 4.000e-01, eta: 3 days, 3:20:12, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5717, loss_cls: 3.1613, loss: 3.1613, grad_norm: 1.1398 2022-02-08 03:59:16,863 - mmaction - INFO - Epoch [36][660/940] lr: 4.000e-01, eta: 3 days, 3:19:29, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3066, top5_acc: 0.5602, loss_cls: 3.2059, loss: 3.2059, grad_norm: 1.1316 2022-02-08 03:59:40,287 - mmaction - INFO - Epoch [36][680/940] lr: 4.000e-01, eta: 3 days, 3:18:46, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.3006, top5_acc: 0.5525, loss_cls: 3.2372, loss: 3.2372, grad_norm: 1.1183 2022-02-08 04:00:03,738 - mmaction - INFO - Epoch [36][700/940] lr: 4.000e-01, eta: 3 days, 3:18:03, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5590, loss_cls: 3.1966, loss: 3.1966, grad_norm: 1.1281 2022-02-08 04:00:27,534 - mmaction - INFO - Epoch [36][720/940] lr: 4.000e-01, eta: 3 days, 3:17:22, time: 1.191, data_time: 0.051, memory: 9497, top1_acc: 0.3086, top5_acc: 0.5717, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.1345 2022-02-08 04:00:51,008 - mmaction - INFO - Epoch [36][740/940] lr: 4.000e-01, eta: 3 days, 3:16:39, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.3049, top5_acc: 0.5527, loss_cls: 3.2189, loss: 3.2189, grad_norm: 1.1262 2022-02-08 04:01:14,437 - mmaction - INFO - Epoch [36][760/940] lr: 4.000e-01, eta: 3 days, 3:15:56, time: 1.171, data_time: 0.062, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5748, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.1534 2022-02-08 04:01:37,870 - mmaction - INFO - Epoch [36][780/940] lr: 4.000e-01, eta: 3 days, 3:15:13, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5451, loss_cls: 3.2409, loss: 3.2409, grad_norm: 1.1224 2022-02-08 04:02:01,408 - mmaction - INFO - Epoch [36][800/940] lr: 4.000e-01, eta: 3 days, 3:14:31, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5600, loss_cls: 3.2136, loss: 3.2136, grad_norm: 1.1511 2022-02-08 04:02:24,913 - mmaction - INFO - Epoch [36][820/940] lr: 4.000e-01, eta: 3 days, 3:13:48, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5590, loss_cls: 3.1972, loss: 3.1972, grad_norm: 1.1085 2022-02-08 04:02:48,484 - mmaction - INFO - Epoch [36][840/940] lr: 4.000e-01, eta: 3 days, 3:13:06, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.2977, top5_acc: 0.5490, loss_cls: 3.2373, loss: 3.2373, grad_norm: 1.1216 2022-02-08 04:03:11,975 - mmaction - INFO - Epoch [36][860/940] lr: 4.000e-01, eta: 3 days, 3:12:23, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3020, top5_acc: 0.5574, loss_cls: 3.2211, loss: 3.2211, grad_norm: 1.1121 2022-02-08 04:03:35,485 - mmaction - INFO - Epoch [36][880/940] lr: 4.000e-01, eta: 3 days, 3:11:41, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5664, loss_cls: 3.1566, loss: 3.1566, grad_norm: 1.1152 2022-02-08 04:03:58,957 - mmaction - INFO - Epoch [36][900/940] lr: 4.000e-01, eta: 3 days, 3:10:58, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5504, loss_cls: 3.2386, loss: 3.2386, grad_norm: 1.1141 2022-02-08 04:04:22,498 - mmaction - INFO - Epoch [36][920/940] lr: 4.000e-01, eta: 3 days, 3:10:16, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.2988, top5_acc: 0.5455, loss_cls: 3.2643, loss: 3.2643, grad_norm: 1.1293 2022-02-08 04:04:44,816 - mmaction - INFO - Epoch [36][940/940] lr: 4.000e-01, eta: 3 days, 3:09:26, time: 1.117, data_time: 0.060, memory: 9497, top1_acc: 0.2989, top5_acc: 0.5546, loss_cls: 3.2331, loss: 3.2331, grad_norm: 1.1304 2022-02-08 04:07:07,219 - mmaction - INFO - Epoch [37][20/940] lr: 4.000e-01, eta: 3 days, 3:20:36, time: 7.009, data_time: 5.559, memory: 9497, top1_acc: 0.3025, top5_acc: 0.5600, loss_cls: 3.2231, loss: 3.2231, grad_norm: 1.1278 2022-02-08 04:07:30,059 - mmaction - INFO - Epoch [37][40/940] lr: 4.000e-01, eta: 3 days, 3:19:49, time: 1.142, data_time: 0.048, memory: 9497, top1_acc: 0.3021, top5_acc: 0.5602, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.1022 2022-02-08 04:07:53,173 - mmaction - INFO - Epoch [37][60/940] lr: 4.000e-01, eta: 3 days, 3:19:04, time: 1.156, data_time: 0.045, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5627, loss_cls: 3.2196, loss: 3.2196, grad_norm: 1.1308 2022-02-08 04:08:16,363 - mmaction - INFO - Epoch [37][80/940] lr: 4.000e-01, eta: 3 days, 3:18:19, time: 1.159, data_time: 0.042, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5660, loss_cls: 3.1726, loss: 3.1726, grad_norm: 1.1232 2022-02-08 04:08:39,727 - mmaction - INFO - Epoch [37][100/940] lr: 4.000e-01, eta: 3 days, 3:17:36, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5672, loss_cls: 3.1636, loss: 3.1636, grad_norm: 1.1133 2022-02-08 04:09:02,891 - mmaction - INFO - Epoch [37][120/940] lr: 4.000e-01, eta: 3 days, 3:16:51, time: 1.158, data_time: 0.054, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5604, loss_cls: 3.2066, loss: 3.2066, grad_norm: 1.1345 2022-02-08 04:09:26,261 - mmaction - INFO - Epoch [37][140/940] lr: 4.000e-01, eta: 3 days, 3:16:07, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.2996, top5_acc: 0.5520, loss_cls: 3.2348, loss: 3.2348, grad_norm: 1.1311 2022-02-08 04:09:49,496 - mmaction - INFO - Epoch [37][160/940] lr: 4.000e-01, eta: 3 days, 3:15:23, time: 1.162, data_time: 0.047, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5613, loss_cls: 3.2125, loss: 3.2125, grad_norm: 1.1346 2022-02-08 04:10:12,814 - mmaction - INFO - Epoch [37][180/940] lr: 4.000e-01, eta: 3 days, 3:14:39, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5572, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.1143 2022-02-08 04:10:36,082 - mmaction - INFO - Epoch [37][200/940] lr: 4.000e-01, eta: 3 days, 3:13:55, time: 1.163, data_time: 0.050, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5533, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.1433 2022-02-08 04:10:59,387 - mmaction - INFO - Epoch [37][220/940] lr: 4.000e-01, eta: 3 days, 3:13:11, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.3086, top5_acc: 0.5693, loss_cls: 3.1942, loss: 3.1942, grad_norm: 1.1547 2022-02-08 04:11:22,717 - mmaction - INFO - Epoch [37][240/940] lr: 4.000e-01, eta: 3 days, 3:12:27, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5658, loss_cls: 3.1982, loss: 3.1982, grad_norm: 1.1272 2022-02-08 04:11:46,068 - mmaction - INFO - Epoch [37][260/940] lr: 4.000e-01, eta: 3 days, 3:11:44, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3059, top5_acc: 0.5687, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.1119 2022-02-08 04:12:09,476 - mmaction - INFO - Epoch [37][280/940] lr: 4.000e-01, eta: 3 days, 3:11:00, time: 1.170, data_time: 0.045, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5588, loss_cls: 3.2054, loss: 3.2054, grad_norm: 1.1379 2022-02-08 04:12:32,838 - mmaction - INFO - Epoch [37][300/940] lr: 4.000e-01, eta: 3 days, 3:10:17, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5547, loss_cls: 3.2235, loss: 3.2235, grad_norm: 1.1349 2022-02-08 04:12:56,332 - mmaction - INFO - Epoch [37][320/940] lr: 4.000e-01, eta: 3 days, 3:09:34, time: 1.175, data_time: 0.044, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5586, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.1144 2022-02-08 04:13:19,750 - mmaction - INFO - Epoch [37][340/940] lr: 4.000e-01, eta: 3 days, 3:08:51, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.2994, top5_acc: 0.5494, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.1219 2022-02-08 04:13:43,244 - mmaction - INFO - Epoch [37][360/940] lr: 4.000e-01, eta: 3 days, 3:08:09, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5566, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.1429 2022-02-08 04:14:06,677 - mmaction - INFO - Epoch [37][380/940] lr: 4.000e-01, eta: 3 days, 3:07:26, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5498, loss_cls: 3.2355, loss: 3.2355, grad_norm: 1.1312 2022-02-08 04:14:30,092 - mmaction - INFO - Epoch [37][400/940] lr: 4.000e-01, eta: 3 days, 3:06:43, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.3004, top5_acc: 0.5541, loss_cls: 3.2126, loss: 3.2126, grad_norm: 1.1350 2022-02-08 04:14:53,578 - mmaction - INFO - Epoch [37][420/940] lr: 4.000e-01, eta: 3 days, 3:06:00, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.2988, top5_acc: 0.5432, loss_cls: 3.2517, loss: 3.2517, grad_norm: 1.1066 2022-02-08 04:15:17,025 - mmaction - INFO - Epoch [37][440/940] lr: 4.000e-01, eta: 3 days, 3:05:17, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5590, loss_cls: 3.1495, loss: 3.1495, grad_norm: 1.1202 2022-02-08 04:15:40,552 - mmaction - INFO - Epoch [37][460/940] lr: 4.000e-01, eta: 3 days, 3:04:35, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5604, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.1230 2022-02-08 04:16:03,945 - mmaction - INFO - Epoch [37][480/940] lr: 4.000e-01, eta: 3 days, 3:03:52, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5672, loss_cls: 3.1774, loss: 3.1774, grad_norm: 1.1365 2022-02-08 04:16:27,339 - mmaction - INFO - Epoch [37][500/940] lr: 4.000e-01, eta: 3 days, 3:03:09, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.2936, top5_acc: 0.5541, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.1266 2022-02-08 04:16:50,892 - mmaction - INFO - Epoch [37][520/940] lr: 4.000e-01, eta: 3 days, 3:02:27, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5664, loss_cls: 3.1832, loss: 3.1832, grad_norm: 1.1212 2022-02-08 04:17:14,431 - mmaction - INFO - Epoch [37][540/940] lr: 4.000e-01, eta: 3 days, 3:01:45, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5785, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.1354 2022-02-08 04:17:38,096 - mmaction - INFO - Epoch [37][560/940] lr: 4.000e-01, eta: 3 days, 3:01:03, time: 1.183, data_time: 0.061, memory: 9497, top1_acc: 0.3156, top5_acc: 0.5564, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.1303 2022-02-08 04:18:01,646 - mmaction - INFO - Epoch [37][580/940] lr: 4.000e-01, eta: 3 days, 3:00:22, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5693, loss_cls: 3.1803, loss: 3.1803, grad_norm: 1.1153 2022-02-08 04:18:25,057 - mmaction - INFO - Epoch [37][600/940] lr: 4.000e-01, eta: 3 days, 2:59:39, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5678, loss_cls: 3.1622, loss: 3.1622, grad_norm: 1.1422 2022-02-08 04:18:48,554 - mmaction - INFO - Epoch [37][620/940] lr: 4.000e-01, eta: 3 days, 2:58:56, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3057, top5_acc: 0.5619, loss_cls: 3.1704, loss: 3.1704, grad_norm: 1.1420 2022-02-08 04:19:12,018 - mmaction - INFO - Epoch [37][640/940] lr: 4.000e-01, eta: 3 days, 2:58:14, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5689, loss_cls: 3.1528, loss: 3.1528, grad_norm: 1.1400 2022-02-08 04:19:35,401 - mmaction - INFO - Epoch [37][660/940] lr: 4.000e-01, eta: 3 days, 2:57:31, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5785, loss_cls: 3.1241, loss: 3.1241, grad_norm: 1.1364 2022-02-08 04:19:58,759 - mmaction - INFO - Epoch [37][680/940] lr: 4.000e-01, eta: 3 days, 2:56:48, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.3010, top5_acc: 0.5668, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.1358 2022-02-08 04:20:22,177 - mmaction - INFO - Epoch [37][700/940] lr: 4.000e-01, eta: 3 days, 2:56:05, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5758, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.1463 2022-02-08 04:20:45,644 - mmaction - INFO - Epoch [37][720/940] lr: 4.000e-01, eta: 3 days, 2:55:23, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5611, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.1512 2022-02-08 04:21:09,115 - mmaction - INFO - Epoch [37][740/940] lr: 4.000e-01, eta: 3 days, 2:54:41, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.2977, top5_acc: 0.5545, loss_cls: 3.2583, loss: 3.2583, grad_norm: 1.1365 2022-02-08 04:21:32,644 - mmaction - INFO - Epoch [37][760/940] lr: 4.000e-01, eta: 3 days, 2:53:59, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3070, top5_acc: 0.5643, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.1260 2022-02-08 04:21:56,054 - mmaction - INFO - Epoch [37][780/940] lr: 4.000e-01, eta: 3 days, 2:53:16, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5664, loss_cls: 3.1678, loss: 3.1678, grad_norm: 1.1192 2022-02-08 04:22:19,541 - mmaction - INFO - Epoch [37][800/940] lr: 4.000e-01, eta: 3 days, 2:52:34, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5596, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.1289 2022-02-08 04:22:43,016 - mmaction - INFO - Epoch [37][820/940] lr: 4.000e-01, eta: 3 days, 2:51:52, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.3070, top5_acc: 0.5490, loss_cls: 3.2260, loss: 3.2260, grad_norm: 1.1049 2022-02-08 04:23:06,454 - mmaction - INFO - Epoch [37][840/940] lr: 4.000e-01, eta: 3 days, 2:51:09, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.2975, top5_acc: 0.5469, loss_cls: 3.2562, loss: 3.2562, grad_norm: 1.1334 2022-02-08 04:23:29,871 - mmaction - INFO - Epoch [37][860/940] lr: 4.000e-01, eta: 3 days, 2:50:27, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3121, top5_acc: 0.5703, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.1263 2022-02-08 04:23:53,398 - mmaction - INFO - Epoch [37][880/940] lr: 4.000e-01, eta: 3 days, 2:49:45, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5564, loss_cls: 3.2215, loss: 3.2215, grad_norm: 1.1504 2022-02-08 04:24:16,768 - mmaction - INFO - Epoch [37][900/940] lr: 4.000e-01, eta: 3 days, 2:49:02, time: 1.168, data_time: 0.045, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5615, loss_cls: 3.2070, loss: 3.2070, grad_norm: 1.1180 2022-02-08 04:24:40,250 - mmaction - INFO - Epoch [37][920/940] lr: 4.000e-01, eta: 3 days, 2:48:20, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5729, loss_cls: 3.1457, loss: 3.1457, grad_norm: 1.1268 2022-02-08 04:25:02,543 - mmaction - INFO - Epoch [37][940/940] lr: 4.000e-01, eta: 3 days, 2:47:31, time: 1.115, data_time: 0.057, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5682, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.1228 2022-02-08 04:27:48,324 - mmaction - INFO - Epoch [38][20/940] lr: 4.000e-01, eta: 3 days, 3:00:39, time: 8.188, data_time: 6.828, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5766, loss_cls: 3.1239, loss: 3.1239, grad_norm: 1.1571 2022-02-08 04:28:11,163 - mmaction - INFO - Epoch [38][40/940] lr: 4.000e-01, eta: 3 days, 2:59:53, time: 1.142, data_time: 0.046, memory: 9497, top1_acc: 0.3086, top5_acc: 0.5643, loss_cls: 3.1580, loss: 3.1580, grad_norm: 1.1433 2022-02-08 04:28:34,208 - mmaction - INFO - Epoch [38][60/940] lr: 4.000e-01, eta: 3 days, 2:59:08, time: 1.152, data_time: 0.046, memory: 9497, top1_acc: 0.2986, top5_acc: 0.5605, loss_cls: 3.1982, loss: 3.1982, grad_norm: 1.1423 2022-02-08 04:28:57,374 - mmaction - INFO - Epoch [38][80/940] lr: 4.000e-01, eta: 3 days, 2:58:23, time: 1.158, data_time: 0.044, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5629, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.1200 2022-02-08 04:29:20,567 - mmaction - INFO - Epoch [38][100/940] lr: 4.000e-01, eta: 3 days, 2:57:39, time: 1.160, data_time: 0.047, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5799, loss_cls: 3.1250, loss: 3.1250, grad_norm: 1.1268 2022-02-08 04:29:43,840 - mmaction - INFO - Epoch [38][120/940] lr: 4.000e-01, eta: 3 days, 2:56:56, time: 1.163, data_time: 0.049, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5580, loss_cls: 3.2141, loss: 3.2141, grad_norm: 1.1250 2022-02-08 04:30:07,158 - mmaction - INFO - Epoch [38][140/940] lr: 4.000e-01, eta: 3 days, 2:56:12, time: 1.166, data_time: 0.055, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5771, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.1341 2022-02-08 04:30:30,472 - mmaction - INFO - Epoch [38][160/940] lr: 4.000e-01, eta: 3 days, 2:55:29, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5744, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.1323 2022-02-08 04:30:53,854 - mmaction - INFO - Epoch [38][180/940] lr: 4.000e-01, eta: 3 days, 2:54:46, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5660, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.1094 2022-02-08 04:31:17,240 - mmaction - INFO - Epoch [38][200/940] lr: 4.000e-01, eta: 3 days, 2:54:03, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5547, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.1219 2022-02-08 04:31:40,575 - mmaction - INFO - Epoch [38][220/940] lr: 4.000e-01, eta: 3 days, 2:53:20, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5580, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.1225 2022-02-08 04:32:03,902 - mmaction - INFO - Epoch [38][240/940] lr: 4.000e-01, eta: 3 days, 2:52:37, time: 1.166, data_time: 0.055, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5705, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.1278 2022-02-08 04:32:27,319 - mmaction - INFO - Epoch [38][260/940] lr: 4.000e-01, eta: 3 days, 2:51:54, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5709, loss_cls: 3.1171, loss: 3.1171, grad_norm: 1.1057 2022-02-08 04:32:50,829 - mmaction - INFO - Epoch [38][280/940] lr: 4.000e-01, eta: 3 days, 2:51:12, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5605, loss_cls: 3.1811, loss: 3.1811, grad_norm: 1.1398 2022-02-08 04:33:14,282 - mmaction - INFO - Epoch [38][300/940] lr: 4.000e-01, eta: 3 days, 2:50:29, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.2979, top5_acc: 0.5473, loss_cls: 3.2369, loss: 3.2369, grad_norm: 1.1486 2022-02-08 04:33:37,628 - mmaction - INFO - Epoch [38][320/940] lr: 4.000e-01, eta: 3 days, 2:49:46, time: 1.168, data_time: 0.060, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5748, loss_cls: 3.1121, loss: 3.1121, grad_norm: 1.1240 2022-02-08 04:34:01,192 - mmaction - INFO - Epoch [38][340/940] lr: 4.000e-01, eta: 3 days, 2:49:05, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5729, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.1260 2022-02-08 04:34:24,670 - mmaction - INFO - Epoch [38][360/940] lr: 4.000e-01, eta: 3 days, 2:48:23, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5609, loss_cls: 3.1749, loss: 3.1749, grad_norm: 1.1325 2022-02-08 04:34:48,146 - mmaction - INFO - Epoch [38][380/940] lr: 4.000e-01, eta: 3 days, 2:47:40, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3037, top5_acc: 0.5564, loss_cls: 3.2012, loss: 3.2012, grad_norm: 1.1371 2022-02-08 04:35:11,591 - mmaction - INFO - Epoch [38][400/940] lr: 4.000e-01, eta: 3 days, 2:46:58, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5666, loss_cls: 3.1620, loss: 3.1620, grad_norm: 1.1583 2022-02-08 04:35:35,044 - mmaction - INFO - Epoch [38][420/940] lr: 4.000e-01, eta: 3 days, 2:46:16, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5627, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.1166 2022-02-08 04:35:58,721 - mmaction - INFO - Epoch [38][440/940] lr: 4.000e-01, eta: 3 days, 2:45:35, time: 1.184, data_time: 0.055, memory: 9497, top1_acc: 0.3059, top5_acc: 0.5633, loss_cls: 3.2280, loss: 3.2280, grad_norm: 1.1182 2022-02-08 04:36:22,224 - mmaction - INFO - Epoch [38][460/940] lr: 4.000e-01, eta: 3 days, 2:44:53, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5756, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.1344 2022-02-08 04:36:45,675 - mmaction - INFO - Epoch [38][480/940] lr: 4.000e-01, eta: 3 days, 2:44:11, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5615, loss_cls: 3.2051, loss: 3.2051, grad_norm: 1.1407 2022-02-08 04:37:09,122 - mmaction - INFO - Epoch [38][500/940] lr: 4.000e-01, eta: 3 days, 2:43:28, time: 1.172, data_time: 0.062, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5543, loss_cls: 3.2124, loss: 3.2124, grad_norm: 1.1251 2022-02-08 04:37:32,641 - mmaction - INFO - Epoch [38][520/940] lr: 4.000e-01, eta: 3 days, 2:42:46, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5600, loss_cls: 3.1693, loss: 3.1693, grad_norm: 1.1348 2022-02-08 04:37:56,129 - mmaction - INFO - Epoch [38][540/940] lr: 4.000e-01, eta: 3 days, 2:42:05, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5662, loss_cls: 3.1471, loss: 3.1471, grad_norm: 1.1063 2022-02-08 04:38:19,599 - mmaction - INFO - Epoch [38][560/940] lr: 4.000e-01, eta: 3 days, 2:41:23, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3023, top5_acc: 0.5547, loss_cls: 3.2007, loss: 3.2007, grad_norm: 1.1629 2022-02-08 04:38:43,155 - mmaction - INFO - Epoch [38][580/940] lr: 4.000e-01, eta: 3 days, 2:40:41, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5551, loss_cls: 3.2297, loss: 3.2297, grad_norm: 1.1284 2022-02-08 04:39:06,750 - mmaction - INFO - Epoch [38][600/940] lr: 4.000e-01, eta: 3 days, 2:40:00, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2080, loss: 3.2080, grad_norm: 1.1401 2022-02-08 04:39:30,254 - mmaction - INFO - Epoch [38][620/940] lr: 4.000e-01, eta: 3 days, 2:39:18, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.2973, top5_acc: 0.5551, loss_cls: 3.2447, loss: 3.2447, grad_norm: 1.1339 2022-02-08 04:39:53,710 - mmaction - INFO - Epoch [38][640/940] lr: 4.000e-01, eta: 3 days, 2:38:36, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3051, top5_acc: 0.5609, loss_cls: 3.2020, loss: 3.2020, grad_norm: 1.1375 2022-02-08 04:40:17,330 - mmaction - INFO - Epoch [38][660/940] lr: 4.000e-01, eta: 3 days, 2:37:55, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5695, loss_cls: 3.1303, loss: 3.1303, grad_norm: 1.1173 2022-02-08 04:40:40,835 - mmaction - INFO - Epoch [38][680/940] lr: 4.000e-01, eta: 3 days, 2:37:13, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5627, loss_cls: 3.1501, loss: 3.1501, grad_norm: 1.1316 2022-02-08 04:41:04,385 - mmaction - INFO - Epoch [38][700/940] lr: 4.000e-01, eta: 3 days, 2:36:32, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3074, top5_acc: 0.5643, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.1577 2022-02-08 04:41:27,912 - mmaction - INFO - Epoch [38][720/940] lr: 4.000e-01, eta: 3 days, 2:35:50, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5596, loss_cls: 3.1742, loss: 3.1742, grad_norm: 1.1275 2022-02-08 04:41:51,387 - mmaction - INFO - Epoch [38][740/940] lr: 4.000e-01, eta: 3 days, 2:35:08, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5572, loss_cls: 3.2317, loss: 3.2317, grad_norm: 1.1280 2022-02-08 04:42:14,827 - mmaction - INFO - Epoch [38][760/940] lr: 4.000e-01, eta: 3 days, 2:34:26, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.2959, top5_acc: 0.5535, loss_cls: 3.2445, loss: 3.2445, grad_norm: 1.1400 2022-02-08 04:42:38,158 - mmaction - INFO - Epoch [38][780/940] lr: 4.000e-01, eta: 3 days, 2:33:44, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5584, loss_cls: 3.2217, loss: 3.2217, grad_norm: 1.1302 2022-02-08 04:43:01,597 - mmaction - INFO - Epoch [38][800/940] lr: 4.000e-01, eta: 3 days, 2:33:02, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3051, top5_acc: 0.5557, loss_cls: 3.2188, loss: 3.2188, grad_norm: 1.1242 2022-02-08 04:43:25,082 - mmaction - INFO - Epoch [38][820/940] lr: 4.000e-01, eta: 3 days, 2:32:20, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5557, loss_cls: 3.1828, loss: 3.1828, grad_norm: 1.1295 2022-02-08 04:43:48,549 - mmaction - INFO - Epoch [38][840/940] lr: 4.000e-01, eta: 3 days, 2:31:38, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.2953, top5_acc: 0.5426, loss_cls: 3.2801, loss: 3.2801, grad_norm: 1.1065 2022-02-08 04:44:11,968 - mmaction - INFO - Epoch [38][860/940] lr: 4.000e-01, eta: 3 days, 2:30:56, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3131, top5_acc: 0.5570, loss_cls: 3.2276, loss: 3.2276, grad_norm: 1.1409 2022-02-08 04:44:35,426 - mmaction - INFO - Epoch [38][880/940] lr: 4.000e-01, eta: 3 days, 2:30:15, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5746, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.1239 2022-02-08 04:44:58,830 - mmaction - INFO - Epoch [38][900/940] lr: 4.000e-01, eta: 3 days, 2:29:33, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.3131, top5_acc: 0.5678, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.1367 2022-02-08 04:45:22,327 - mmaction - INFO - Epoch [38][920/940] lr: 4.000e-01, eta: 3 days, 2:28:51, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5525, loss_cls: 3.2265, loss: 3.2265, grad_norm: 1.1441 2022-02-08 04:45:44,600 - mmaction - INFO - Epoch [38][940/940] lr: 4.000e-01, eta: 3 days, 2:28:03, time: 1.114, data_time: 0.061, memory: 9497, top1_acc: 0.3007, top5_acc: 0.5605, loss_cls: 3.1976, loss: 3.1976, grad_norm: 1.1287 2022-02-08 04:48:16,988 - mmaction - INFO - Epoch [39][20/940] lr: 4.000e-01, eta: 3 days, 2:39:22, time: 7.458, data_time: 6.243, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5619, loss_cls: 3.1601, loss: 3.1601, grad_norm: 1.1399 2022-02-08 04:48:39,822 - mmaction - INFO - Epoch [39][40/940] lr: 4.000e-01, eta: 3 days, 2:38:36, time: 1.142, data_time: 0.049, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5803, loss_cls: 3.1289, loss: 3.1289, grad_norm: 1.1114 2022-02-08 04:49:02,861 - mmaction - INFO - Epoch [39][60/940] lr: 4.000e-01, eta: 3 days, 2:37:51, time: 1.152, data_time: 0.044, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5678, loss_cls: 3.1383, loss: 3.1383, grad_norm: 1.1285 2022-02-08 04:49:25,995 - mmaction - INFO - Epoch [39][80/940] lr: 4.000e-01, eta: 3 days, 2:37:07, time: 1.157, data_time: 0.040, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5635, loss_cls: 3.1961, loss: 3.1961, grad_norm: 1.1437 2022-02-08 04:49:49,148 - mmaction - INFO - Epoch [39][100/940] lr: 4.000e-01, eta: 3 days, 2:36:24, time: 1.158, data_time: 0.042, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5645, loss_cls: 3.1695, loss: 3.1695, grad_norm: 1.1288 2022-02-08 04:50:12,325 - mmaction - INFO - Epoch [39][120/940] lr: 4.000e-01, eta: 3 days, 2:35:40, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5588, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.1315 2022-02-08 04:50:35,570 - mmaction - INFO - Epoch [39][140/940] lr: 4.000e-01, eta: 3 days, 2:34:57, time: 1.162, data_time: 0.050, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5705, loss_cls: 3.1238, loss: 3.1238, grad_norm: 1.1434 2022-02-08 04:50:58,852 - mmaction - INFO - Epoch [39][160/940] lr: 4.000e-01, eta: 3 days, 2:34:14, time: 1.164, data_time: 0.052, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5643, loss_cls: 3.1876, loss: 3.1876, grad_norm: 1.1470 2022-02-08 04:51:22,071 - mmaction - INFO - Epoch [39][180/940] lr: 4.000e-01, eta: 3 days, 2:33:30, time: 1.161, data_time: 0.051, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5668, loss_cls: 3.1936, loss: 3.1936, grad_norm: 1.1426 2022-02-08 04:51:45,400 - mmaction - INFO - Epoch [39][200/940] lr: 4.000e-01, eta: 3 days, 2:32:48, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5656, loss_cls: 3.1706, loss: 3.1706, grad_norm: 1.1289 2022-02-08 04:52:08,745 - mmaction - INFO - Epoch [39][220/940] lr: 4.000e-01, eta: 3 days, 2:32:05, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5586, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.1036 2022-02-08 04:52:32,140 - mmaction - INFO - Epoch [39][240/940] lr: 4.000e-01, eta: 3 days, 2:31:23, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5629, loss_cls: 3.1482, loss: 3.1482, grad_norm: 1.1474 2022-02-08 04:52:55,531 - mmaction - INFO - Epoch [39][260/940] lr: 4.000e-01, eta: 3 days, 2:30:41, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5664, loss_cls: 3.1699, loss: 3.1699, grad_norm: 1.1378 2022-02-08 04:53:18,896 - mmaction - INFO - Epoch [39][280/940] lr: 4.000e-01, eta: 3 days, 2:29:58, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.3086, top5_acc: 0.5623, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.1080 2022-02-08 04:53:42,286 - mmaction - INFO - Epoch [39][300/940] lr: 4.000e-01, eta: 3 days, 2:29:16, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.3094, top5_acc: 0.5633, loss_cls: 3.1783, loss: 3.1783, grad_norm: 1.1646 2022-02-08 04:54:05,754 - mmaction - INFO - Epoch [39][320/940] lr: 4.000e-01, eta: 3 days, 2:28:34, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.3061, top5_acc: 0.5627, loss_cls: 3.1853, loss: 3.1853, grad_norm: 1.1384 2022-02-08 04:54:29,168 - mmaction - INFO - Epoch [39][340/940] lr: 4.000e-01, eta: 3 days, 2:27:52, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5607, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.1349 2022-02-08 04:54:52,622 - mmaction - INFO - Epoch [39][360/940] lr: 4.000e-01, eta: 3 days, 2:27:10, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.3059, top5_acc: 0.5598, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.1242 2022-02-08 04:55:16,001 - mmaction - INFO - Epoch [39][380/940] lr: 4.000e-01, eta: 3 days, 2:26:28, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5662, loss_cls: 3.1754, loss: 3.1754, grad_norm: 1.1156 2022-02-08 04:55:39,339 - mmaction - INFO - Epoch [39][400/940] lr: 4.000e-01, eta: 3 days, 2:25:46, time: 1.167, data_time: 0.047, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5639, loss_cls: 3.1802, loss: 3.1802, grad_norm: 1.1325 2022-02-08 04:56:02,656 - mmaction - INFO - Epoch [39][420/940] lr: 4.000e-01, eta: 3 days, 2:25:03, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5658, loss_cls: 3.2005, loss: 3.2005, grad_norm: 1.1261 2022-02-08 04:56:26,119 - mmaction - INFO - Epoch [39][440/940] lr: 4.000e-01, eta: 3 days, 2:24:21, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.3045, top5_acc: 0.5566, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.1315 2022-02-08 04:56:49,552 - mmaction - INFO - Epoch [39][460/940] lr: 4.000e-01, eta: 3 days, 2:23:40, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5668, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.1157 2022-02-08 04:57:12,971 - mmaction - INFO - Epoch [39][480/940] lr: 4.000e-01, eta: 3 days, 2:22:58, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5547, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.1294 2022-02-08 04:57:36,477 - mmaction - INFO - Epoch [39][500/940] lr: 4.000e-01, eta: 3 days, 2:22:16, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.2875, top5_acc: 0.5508, loss_cls: 3.2435, loss: 3.2435, grad_norm: 1.1574 2022-02-08 04:58:00,047 - mmaction - INFO - Epoch [39][520/940] lr: 4.000e-01, eta: 3 days, 2:21:35, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3002, top5_acc: 0.5555, loss_cls: 3.2375, loss: 3.2375, grad_norm: 1.1545 2022-02-08 04:58:23,601 - mmaction - INFO - Epoch [39][540/940] lr: 4.000e-01, eta: 3 days, 2:20:54, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5621, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.1224 2022-02-08 04:58:47,107 - mmaction - INFO - Epoch [39][560/940] lr: 4.000e-01, eta: 3 days, 2:20:13, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5652, loss_cls: 3.1728, loss: 3.1728, grad_norm: 1.1405 2022-02-08 04:59:10,585 - mmaction - INFO - Epoch [39][580/940] lr: 4.000e-01, eta: 3 days, 2:19:31, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5535, loss_cls: 3.1985, loss: 3.1985, grad_norm: 1.1236 2022-02-08 04:59:34,075 - mmaction - INFO - Epoch [39][600/940] lr: 4.000e-01, eta: 3 days, 2:18:50, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.3049, top5_acc: 0.5627, loss_cls: 3.2111, loss: 3.2111, grad_norm: 1.1182 2022-02-08 04:59:57,498 - mmaction - INFO - Epoch [39][620/940] lr: 4.000e-01, eta: 3 days, 2:18:08, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5654, loss_cls: 3.1730, loss: 3.1730, grad_norm: 1.1149 2022-02-08 05:00:20,913 - mmaction - INFO - Epoch [39][640/940] lr: 4.000e-01, eta: 3 days, 2:17:27, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5629, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.1168 2022-02-08 05:00:44,304 - mmaction - INFO - Epoch [39][660/940] lr: 4.000e-01, eta: 3 days, 2:16:45, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3086, top5_acc: 0.5662, loss_cls: 3.1566, loss: 3.1566, grad_norm: 1.1462 2022-02-08 05:01:07,715 - mmaction - INFO - Epoch [39][680/940] lr: 4.000e-01, eta: 3 days, 2:16:03, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5764, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.1411 2022-02-08 05:01:31,053 - mmaction - INFO - Epoch [39][700/940] lr: 4.000e-01, eta: 3 days, 2:15:21, time: 1.166, data_time: 0.054, memory: 9497, top1_acc: 0.3066, top5_acc: 0.5633, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.1294 2022-02-08 05:01:54,422 - mmaction - INFO - Epoch [39][720/940] lr: 4.000e-01, eta: 3 days, 2:14:39, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5617, loss_cls: 3.1844, loss: 3.1844, grad_norm: 1.1327 2022-02-08 05:02:17,806 - mmaction - INFO - Epoch [39][740/940] lr: 4.000e-01, eta: 3 days, 2:13:57, time: 1.169, data_time: 0.064, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5607, loss_cls: 3.1660, loss: 3.1660, grad_norm: 1.1462 2022-02-08 05:02:41,189 - mmaction - INFO - Epoch [39][760/940] lr: 4.000e-01, eta: 3 days, 2:13:15, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5650, loss_cls: 3.1652, loss: 3.1652, grad_norm: 1.1055 2022-02-08 05:03:04,785 - mmaction - INFO - Epoch [39][780/940] lr: 4.000e-01, eta: 3 days, 2:12:35, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5672, loss_cls: 3.1592, loss: 3.1592, grad_norm: 1.1300 2022-02-08 05:03:28,136 - mmaction - INFO - Epoch [39][800/940] lr: 4.000e-01, eta: 3 days, 2:11:53, time: 1.167, data_time: 0.055, memory: 9497, top1_acc: 0.3037, top5_acc: 0.5512, loss_cls: 3.2449, loss: 3.2449, grad_norm: 1.1492 2022-02-08 05:03:51,647 - mmaction - INFO - Epoch [39][820/940] lr: 4.000e-01, eta: 3 days, 2:11:12, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5559, loss_cls: 3.2357, loss: 3.2357, grad_norm: 1.1395 2022-02-08 05:04:15,152 - mmaction - INFO - Epoch [39][840/940] lr: 4.000e-01, eta: 3 days, 2:10:31, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5664, loss_cls: 3.1532, loss: 3.1532, grad_norm: 1.1315 2022-02-08 05:04:38,617 - mmaction - INFO - Epoch [39][860/940] lr: 4.000e-01, eta: 3 days, 2:09:49, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.2971, top5_acc: 0.5604, loss_cls: 3.2291, loss: 3.2291, grad_norm: 1.1122 2022-02-08 05:05:02,079 - mmaction - INFO - Epoch [39][880/940] lr: 4.000e-01, eta: 3 days, 2:09:08, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3043, top5_acc: 0.5684, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.1200 2022-02-08 05:05:25,512 - mmaction - INFO - Epoch [39][900/940] lr: 4.000e-01, eta: 3 days, 2:08:27, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5625, loss_cls: 3.1762, loss: 3.1762, grad_norm: 1.1259 2022-02-08 05:05:48,882 - mmaction - INFO - Epoch [39][920/940] lr: 4.000e-01, eta: 3 days, 2:07:45, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.3178, top5_acc: 0.5693, loss_cls: 3.1476, loss: 3.1476, grad_norm: 1.1416 2022-02-08 05:06:11,192 - mmaction - INFO - Epoch [39][940/940] lr: 4.000e-01, eta: 3 days, 2:06:57, time: 1.116, data_time: 0.056, memory: 9497, top1_acc: 0.2938, top5_acc: 0.5509, loss_cls: 3.2615, loss: 3.2615, grad_norm: 1.1183 2022-02-08 05:09:06,211 - mmaction - INFO - Epoch [40][20/940] lr: 4.000e-01, eta: 3 days, 2:19:46, time: 8.453, data_time: 7.242, memory: 9497, top1_acc: 0.3016, top5_acc: 0.5430, loss_cls: 3.2397, loss: 3.2397, grad_norm: 1.1302 2022-02-08 05:09:29,175 - mmaction - INFO - Epoch [40][40/940] lr: 4.000e-01, eta: 3 days, 2:19:01, time: 1.149, data_time: 0.047, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5807, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.1327 2022-02-08 05:09:52,338 - mmaction - INFO - Epoch [40][60/940] lr: 4.000e-01, eta: 3 days, 2:18:18, time: 1.158, data_time: 0.043, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5533, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.1466 2022-02-08 05:10:15,597 - mmaction - INFO - Epoch [40][80/940] lr: 4.000e-01, eta: 3 days, 2:17:35, time: 1.164, data_time: 0.046, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5602, loss_cls: 3.1659, loss: 3.1659, grad_norm: 1.1100 2022-02-08 05:10:38,799 - mmaction - INFO - Epoch [40][100/940] lr: 4.000e-01, eta: 3 days, 2:16:52, time: 1.159, data_time: 0.050, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5561, loss_cls: 3.2115, loss: 3.2115, grad_norm: 1.1309 2022-02-08 05:11:02,157 - mmaction - INFO - Epoch [40][120/940] lr: 4.000e-01, eta: 3 days, 2:16:10, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5807, loss_cls: 3.1144, loss: 3.1144, grad_norm: 1.1158 2022-02-08 05:11:25,508 - mmaction - INFO - Epoch [40][140/940] lr: 4.000e-01, eta: 3 days, 2:15:28, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5711, loss_cls: 3.1577, loss: 3.1577, grad_norm: 1.1228 2022-02-08 05:11:48,725 - mmaction - INFO - Epoch [40][160/940] lr: 4.000e-01, eta: 3 days, 2:14:45, time: 1.162, data_time: 0.052, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5783, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.1219 2022-02-08 05:12:12,090 - mmaction - INFO - Epoch [40][180/940] lr: 4.000e-01, eta: 3 days, 2:14:03, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5547, loss_cls: 3.1987, loss: 3.1987, grad_norm: 1.1247 2022-02-08 05:12:35,391 - mmaction - INFO - Epoch [40][200/940] lr: 4.000e-01, eta: 3 days, 2:13:21, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5746, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.1479 2022-02-08 05:12:58,730 - mmaction - INFO - Epoch [40][220/940] lr: 4.000e-01, eta: 3 days, 2:12:38, time: 1.166, data_time: 0.058, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5650, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.1172 2022-02-08 05:13:22,073 - mmaction - INFO - Epoch [40][240/940] lr: 4.000e-01, eta: 3 days, 2:11:56, time: 1.167, data_time: 0.056, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5656, loss_cls: 3.1649, loss: 3.1649, grad_norm: 1.1479 2022-02-08 05:13:45,464 - mmaction - INFO - Epoch [40][260/940] lr: 4.000e-01, eta: 3 days, 2:11:14, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5654, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.1118 2022-02-08 05:14:08,867 - mmaction - INFO - Epoch [40][280/940] lr: 4.000e-01, eta: 3 days, 2:10:33, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5582, loss_cls: 3.1933, loss: 3.1933, grad_norm: 1.1141 2022-02-08 05:14:32,229 - mmaction - INFO - Epoch [40][300/940] lr: 4.000e-01, eta: 3 days, 2:09:51, time: 1.168, data_time: 0.058, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5598, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.1290 2022-02-08 05:14:55,633 - mmaction - INFO - Epoch [40][320/940] lr: 4.000e-01, eta: 3 days, 2:09:09, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5637, loss_cls: 3.1607, loss: 3.1607, grad_norm: 1.1418 2022-02-08 05:15:19,054 - mmaction - INFO - Epoch [40][340/940] lr: 4.000e-01, eta: 3 days, 2:08:27, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5738, loss_cls: 3.1543, loss: 3.1543, grad_norm: 1.1280 2022-02-08 05:15:42,576 - mmaction - INFO - Epoch [40][360/940] lr: 4.000e-01, eta: 3 days, 2:07:46, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5701, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.1463 2022-02-08 05:16:05,984 - mmaction - INFO - Epoch [40][380/940] lr: 4.000e-01, eta: 3 days, 2:07:05, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5684, loss_cls: 3.1514, loss: 3.1514, grad_norm: 1.1362 2022-02-08 05:16:29,409 - mmaction - INFO - Epoch [40][400/940] lr: 4.000e-01, eta: 3 days, 2:06:23, time: 1.171, data_time: 0.061, memory: 9497, top1_acc: 0.3016, top5_acc: 0.5611, loss_cls: 3.2190, loss: 3.2190, grad_norm: 1.1259 2022-02-08 05:16:52,847 - mmaction - INFO - Epoch [40][420/940] lr: 4.000e-01, eta: 3 days, 2:05:42, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3027, top5_acc: 0.5547, loss_cls: 3.2117, loss: 3.2117, grad_norm: 1.1557 2022-02-08 05:17:16,363 - mmaction - INFO - Epoch [40][440/940] lr: 4.000e-01, eta: 3 days, 2:05:01, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5568, loss_cls: 3.1927, loss: 3.1927, grad_norm: 1.1229 2022-02-08 05:17:39,858 - mmaction - INFO - Epoch [40][460/940] lr: 4.000e-01, eta: 3 days, 2:04:20, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5725, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.1261 2022-02-08 05:18:03,352 - mmaction - INFO - Epoch [40][480/940] lr: 4.000e-01, eta: 3 days, 2:03:39, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5662, loss_cls: 3.1645, loss: 3.1645, grad_norm: 1.1278 2022-02-08 05:18:26,917 - mmaction - INFO - Epoch [40][500/940] lr: 4.000e-01, eta: 3 days, 2:02:58, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3047, top5_acc: 0.5539, loss_cls: 3.2196, loss: 3.2196, grad_norm: 1.1153 2022-02-08 05:18:50,364 - mmaction - INFO - Epoch [40][520/940] lr: 4.000e-01, eta: 3 days, 2:02:17, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.2994, top5_acc: 0.5461, loss_cls: 3.2447, loss: 3.2447, grad_norm: 1.1236 2022-02-08 05:19:13,847 - mmaction - INFO - Epoch [40][540/940] lr: 4.000e-01, eta: 3 days, 2:01:36, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3066, top5_acc: 0.5615, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.1213 2022-02-08 05:19:37,301 - mmaction - INFO - Epoch [40][560/940] lr: 4.000e-01, eta: 3 days, 2:00:55, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5611, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.1150 2022-02-08 05:20:00,736 - mmaction - INFO - Epoch [40][580/940] lr: 4.000e-01, eta: 3 days, 2:00:13, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5672, loss_cls: 3.1856, loss: 3.1856, grad_norm: 1.1684 2022-02-08 05:20:24,299 - mmaction - INFO - Epoch [40][600/940] lr: 4.000e-01, eta: 3 days, 1:59:33, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5654, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.1517 2022-02-08 05:20:47,829 - mmaction - INFO - Epoch [40][620/940] lr: 4.000e-01, eta: 3 days, 1:58:52, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5646, loss_cls: 3.1515, loss: 3.1515, grad_norm: 1.1113 2022-02-08 05:21:11,273 - mmaction - INFO - Epoch [40][640/940] lr: 4.000e-01, eta: 3 days, 1:58:11, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5641, loss_cls: 3.1495, loss: 3.1495, grad_norm: 1.1238 2022-02-08 05:21:34,733 - mmaction - INFO - Epoch [40][660/940] lr: 4.000e-01, eta: 3 days, 1:57:30, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5611, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.1281 2022-02-08 05:21:58,247 - mmaction - INFO - Epoch [40][680/940] lr: 4.000e-01, eta: 3 days, 1:56:49, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.3041, top5_acc: 0.5541, loss_cls: 3.2002, loss: 3.2002, grad_norm: 1.1461 2022-02-08 05:22:21,795 - mmaction - INFO - Epoch [40][700/940] lr: 4.000e-01, eta: 3 days, 1:56:08, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.3025, top5_acc: 0.5568, loss_cls: 3.2156, loss: 3.2156, grad_norm: 1.1369 2022-02-08 05:22:45,245 - mmaction - INFO - Epoch [40][720/940] lr: 4.000e-01, eta: 3 days, 1:55:27, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5703, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.1241 2022-02-08 05:23:08,759 - mmaction - INFO - Epoch [40][740/940] lr: 4.000e-01, eta: 3 days, 1:54:47, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5678, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.1218 2022-02-08 05:23:32,221 - mmaction - INFO - Epoch [40][760/940] lr: 4.000e-01, eta: 3 days, 1:54:06, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5711, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.1253 2022-02-08 05:23:55,697 - mmaction - INFO - Epoch [40][780/940] lr: 4.000e-01, eta: 3 days, 1:53:25, time: 1.173, data_time: 0.064, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5570, loss_cls: 3.1810, loss: 3.1810, grad_norm: 1.1193 2022-02-08 05:24:19,181 - mmaction - INFO - Epoch [40][800/940] lr: 4.000e-01, eta: 3 days, 1:52:44, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3162, top5_acc: 0.5717, loss_cls: 3.1575, loss: 3.1575, grad_norm: 1.1266 2022-02-08 05:24:42,695 - mmaction - INFO - Epoch [40][820/940] lr: 4.000e-01, eta: 3 days, 1:52:03, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5652, loss_cls: 3.1859, loss: 3.1859, grad_norm: 1.1237 2022-02-08 05:25:06,169 - mmaction - INFO - Epoch [40][840/940] lr: 4.000e-01, eta: 3 days, 1:51:22, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3121, top5_acc: 0.5553, loss_cls: 3.2344, loss: 3.2344, grad_norm: 1.1306 2022-02-08 05:25:29,640 - mmaction - INFO - Epoch [40][860/940] lr: 4.000e-01, eta: 3 days, 1:50:42, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.3061, top5_acc: 0.5625, loss_cls: 3.1537, loss: 3.1537, grad_norm: 1.1203 2022-02-08 05:25:53,079 - mmaction - INFO - Epoch [40][880/940] lr: 4.000e-01, eta: 3 days, 1:50:01, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5666, loss_cls: 3.1626, loss: 3.1626, grad_norm: 1.1389 2022-02-08 05:26:16,541 - mmaction - INFO - Epoch [40][900/940] lr: 4.000e-01, eta: 3 days, 1:49:20, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3070, top5_acc: 0.5684, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.1456 2022-02-08 05:26:40,077 - mmaction - INFO - Epoch [40][920/940] lr: 4.000e-01, eta: 3 days, 1:48:39, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5551, loss_cls: 3.1970, loss: 3.1970, grad_norm: 1.1167 2022-02-08 05:27:02,342 - mmaction - INFO - Epoch [40][940/940] lr: 4.000e-01, eta: 3 days, 1:47:52, time: 1.114, data_time: 0.060, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5603, loss_cls: 3.2071, loss: 3.2071, grad_norm: 1.1196 2022-02-08 05:27:06,538 - mmaction - INFO - Saving checkpoint at 40 epochs 2022-02-08 05:30:02,141 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 05:30:02,908 - mmaction - INFO - top1_acc 0.3520 top5_acc 0.6270 2022-02-08 05:30:02,909 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 05:30:02,941 - mmaction - INFO - mean_acc 0.3519 2022-02-08 05:30:02,943 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_30.pth was removed 2022-02-08 05:30:04,502 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_40.pth. 2022-02-08 05:30:04,503 - mmaction - INFO - Best top1_acc is 0.3520 at 40 epoch. 2022-02-08 05:30:04,512 - mmaction - INFO - Epoch(val) [40][78] top1_acc: 0.3520, top5_acc: 0.6270, mean_class_accuracy: 0.3519 2022-02-08 05:32:28,031 - mmaction - INFO - Epoch [41][20/940] lr: 4.000e-01, eta: 3 days, 1:57:59, time: 7.174, data_time: 5.888, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5492, loss_cls: 3.2143, loss: 3.2143, grad_norm: 1.1373 2022-02-08 05:32:50,923 - mmaction - INFO - Epoch [41][40/940] lr: 4.000e-01, eta: 3 days, 1:57:15, time: 1.146, data_time: 0.053, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5629, loss_cls: 3.1647, loss: 3.1647, grad_norm: 1.1397 2022-02-08 05:33:14,058 - mmaction - INFO - Epoch [41][60/940] lr: 4.000e-01, eta: 3 days, 1:56:32, time: 1.156, data_time: 0.050, memory: 9497, top1_acc: 0.3016, top5_acc: 0.5641, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.1334 2022-02-08 05:33:37,317 - mmaction - INFO - Epoch [41][80/940] lr: 4.000e-01, eta: 3 days, 1:55:50, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5648, loss_cls: 3.1725, loss: 3.1725, grad_norm: 1.1214 2022-02-08 05:34:00,629 - mmaction - INFO - Epoch [41][100/940] lr: 4.000e-01, eta: 3 days, 1:55:08, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5666, loss_cls: 3.1724, loss: 3.1724, grad_norm: 1.1546 2022-02-08 05:34:23,938 - mmaction - INFO - Epoch [41][120/940] lr: 4.000e-01, eta: 3 days, 1:54:26, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5656, loss_cls: 3.1741, loss: 3.1741, grad_norm: 1.1446 2022-02-08 05:34:47,284 - mmaction - INFO - Epoch [41][140/940] lr: 4.000e-01, eta: 3 days, 1:53:44, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5770, loss_cls: 3.1289, loss: 3.1289, grad_norm: 1.1134 2022-02-08 05:35:10,580 - mmaction - INFO - Epoch [41][160/940] lr: 4.000e-01, eta: 3 days, 1:53:02, time: 1.165, data_time: 0.054, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5705, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.1438 2022-02-08 05:35:33,816 - mmaction - INFO - Epoch [41][180/940] lr: 4.000e-01, eta: 3 days, 1:52:20, time: 1.162, data_time: 0.052, memory: 9497, top1_acc: 0.3051, top5_acc: 0.5613, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.1486 2022-02-08 05:35:57,180 - mmaction - INFO - Epoch [41][200/940] lr: 4.000e-01, eta: 3 days, 1:51:39, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5648, loss_cls: 3.1577, loss: 3.1577, grad_norm: 1.1102 2022-02-08 05:36:20,561 - mmaction - INFO - Epoch [41][220/940] lr: 4.000e-01, eta: 3 days, 1:50:57, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5738, loss_cls: 3.1433, loss: 3.1433, grad_norm: 1.1371 2022-02-08 05:36:43,818 - mmaction - INFO - Epoch [41][240/940] lr: 4.000e-01, eta: 3 days, 1:50:15, time: 1.163, data_time: 0.052, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5725, loss_cls: 3.1288, loss: 3.1288, grad_norm: 1.1052 2022-02-08 05:37:07,212 - mmaction - INFO - Epoch [41][260/940] lr: 4.000e-01, eta: 3 days, 1:49:34, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5600, loss_cls: 3.1987, loss: 3.1987, grad_norm: 1.1243 2022-02-08 05:37:30,571 - mmaction - INFO - Epoch [41][280/940] lr: 4.000e-01, eta: 3 days, 1:48:52, time: 1.168, data_time: 0.058, memory: 9497, top1_acc: 0.3094, top5_acc: 0.5629, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.1202 2022-02-08 05:37:54,080 - mmaction - INFO - Epoch [41][300/940] lr: 4.000e-01, eta: 3 days, 1:48:12, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5570, loss_cls: 3.2305, loss: 3.2305, grad_norm: 1.1261 2022-02-08 05:38:17,527 - mmaction - INFO - Epoch [41][320/940] lr: 4.000e-01, eta: 3 days, 1:47:31, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3002, top5_acc: 0.5592, loss_cls: 3.2037, loss: 3.2037, grad_norm: 1.1324 2022-02-08 05:38:40,993 - mmaction - INFO - Epoch [41][340/940] lr: 4.000e-01, eta: 3 days, 1:46:50, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5684, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.1445 2022-02-08 05:39:04,486 - mmaction - INFO - Epoch [41][360/940] lr: 4.000e-01, eta: 3 days, 1:46:09, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3041, top5_acc: 0.5627, loss_cls: 3.1832, loss: 3.1832, grad_norm: 1.1259 2022-02-08 05:39:27,911 - mmaction - INFO - Epoch [41][380/940] lr: 4.000e-01, eta: 3 days, 1:45:28, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5738, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.0992 2022-02-08 05:39:51,368 - mmaction - INFO - Epoch [41][400/940] lr: 4.000e-01, eta: 3 days, 1:44:47, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5607, loss_cls: 3.1854, loss: 3.1854, grad_norm: 1.1219 2022-02-08 05:40:14,785 - mmaction - INFO - Epoch [41][420/940] lr: 4.000e-01, eta: 3 days, 1:44:06, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5713, loss_cls: 3.1399, loss: 3.1399, grad_norm: 1.1168 2022-02-08 05:40:38,275 - mmaction - INFO - Epoch [41][440/940] lr: 4.000e-01, eta: 3 days, 1:43:25, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3010, top5_acc: 0.5590, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.1432 2022-02-08 05:41:01,773 - mmaction - INFO - Epoch [41][460/940] lr: 4.000e-01, eta: 3 days, 1:42:45, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5775, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.1260 2022-02-08 05:41:25,316 - mmaction - INFO - Epoch [41][480/940] lr: 4.000e-01, eta: 3 days, 1:42:04, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5701, loss_cls: 3.1695, loss: 3.1695, grad_norm: 1.1288 2022-02-08 05:41:48,756 - mmaction - INFO - Epoch [41][500/940] lr: 4.000e-01, eta: 3 days, 1:41:24, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5602, loss_cls: 3.2000, loss: 3.2000, grad_norm: 1.1411 2022-02-08 05:42:12,207 - mmaction - INFO - Epoch [41][520/940] lr: 4.000e-01, eta: 3 days, 1:40:43, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5553, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.1334 2022-02-08 05:42:35,720 - mmaction - INFO - Epoch [41][540/940] lr: 4.000e-01, eta: 3 days, 1:40:02, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5615, loss_cls: 3.1814, loss: 3.1814, grad_norm: 1.1375 2022-02-08 05:42:59,180 - mmaction - INFO - Epoch [41][560/940] lr: 4.000e-01, eta: 3 days, 1:39:22, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.2994, top5_acc: 0.5576, loss_cls: 3.2173, loss: 3.2173, grad_norm: 1.1182 2022-02-08 05:43:22,700 - mmaction - INFO - Epoch [41][580/940] lr: 4.000e-01, eta: 3 days, 1:38:41, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5687, loss_cls: 3.1455, loss: 3.1455, grad_norm: 1.1147 2022-02-08 05:43:46,185 - mmaction - INFO - Epoch [41][600/940] lr: 4.000e-01, eta: 3 days, 1:38:01, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5535, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.1370 2022-02-08 05:44:09,645 - mmaction - INFO - Epoch [41][620/940] lr: 4.000e-01, eta: 3 days, 1:37:20, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5687, loss_cls: 3.1598, loss: 3.1598, grad_norm: 1.1108 2022-02-08 05:44:33,085 - mmaction - INFO - Epoch [41][640/940] lr: 4.000e-01, eta: 3 days, 1:36:39, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3029, top5_acc: 0.5611, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.1318 2022-02-08 05:44:56,460 - mmaction - INFO - Epoch [41][660/940] lr: 4.000e-01, eta: 3 days, 1:35:58, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1600, loss: 3.1600, grad_norm: 1.1298 2022-02-08 05:45:19,880 - mmaction - INFO - Epoch [41][680/940] lr: 4.000e-01, eta: 3 days, 1:35:18, time: 1.171, data_time: 0.061, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5748, loss_cls: 3.1135, loss: 3.1135, grad_norm: 1.1368 2022-02-08 05:45:43,504 - mmaction - INFO - Epoch [41][700/940] lr: 4.000e-01, eta: 3 days, 1:34:38, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.3051, top5_acc: 0.5674, loss_cls: 3.1650, loss: 3.1650, grad_norm: 1.1180 2022-02-08 05:46:06,986 - mmaction - INFO - Epoch [41][720/940] lr: 4.000e-01, eta: 3 days, 1:33:57, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5701, loss_cls: 3.1492, loss: 3.1492, grad_norm: 1.1134 2022-02-08 05:46:30,481 - mmaction - INFO - Epoch [41][740/940] lr: 4.000e-01, eta: 3 days, 1:33:17, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5709, loss_cls: 3.1406, loss: 3.1406, grad_norm: 1.1560 2022-02-08 05:46:54,052 - mmaction - INFO - Epoch [41][760/940] lr: 4.000e-01, eta: 3 days, 1:32:37, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5660, loss_cls: 3.1507, loss: 3.1507, grad_norm: 1.1325 2022-02-08 05:47:17,624 - mmaction - INFO - Epoch [41][780/940] lr: 4.000e-01, eta: 3 days, 1:31:57, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5566, loss_cls: 3.2200, loss: 3.2200, grad_norm: 1.1337 2022-02-08 05:47:41,203 - mmaction - INFO - Epoch [41][800/940] lr: 4.000e-01, eta: 3 days, 1:31:17, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5813, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.1156 2022-02-08 05:48:04,666 - mmaction - INFO - Epoch [41][820/940] lr: 4.000e-01, eta: 3 days, 1:30:37, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5646, loss_cls: 3.1821, loss: 3.1821, grad_norm: 1.1399 2022-02-08 05:48:28,156 - mmaction - INFO - Epoch [41][840/940] lr: 4.000e-01, eta: 3 days, 1:29:57, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5693, loss_cls: 3.1420, loss: 3.1420, grad_norm: 1.1474 2022-02-08 05:48:51,631 - mmaction - INFO - Epoch [41][860/940] lr: 4.000e-01, eta: 3 days, 1:29:16, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5564, loss_cls: 3.1766, loss: 3.1766, grad_norm: 1.1244 2022-02-08 05:49:15,113 - mmaction - INFO - Epoch [41][880/940] lr: 4.000e-01, eta: 3 days, 1:28:36, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5611, loss_cls: 3.1940, loss: 3.1940, grad_norm: 1.1315 2022-02-08 05:49:38,587 - mmaction - INFO - Epoch [41][900/940] lr: 4.000e-01, eta: 3 days, 1:27:56, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5592, loss_cls: 3.1745, loss: 3.1745, grad_norm: 1.1528 2022-02-08 05:50:02,175 - mmaction - INFO - Epoch [41][920/940] lr: 4.000e-01, eta: 3 days, 1:27:16, time: 1.180, data_time: 0.064, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5699, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.1229 2022-02-08 05:50:24,532 - mmaction - INFO - Epoch [41][940/940] lr: 4.000e-01, eta: 3 days, 1:26:30, time: 1.118, data_time: 0.067, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5684, loss_cls: 3.1723, loss: 3.1723, grad_norm: 1.1372 2022-02-08 05:52:47,958 - mmaction - INFO - Epoch [42][20/940] lr: 4.000e-01, eta: 3 days, 1:36:06, time: 7.052, data_time: 5.858, memory: 9497, top1_acc: 0.3025, top5_acc: 0.5529, loss_cls: 3.1998, loss: 3.1998, grad_norm: 1.1554 2022-02-08 05:53:10,784 - mmaction - INFO - Epoch [42][40/940] lr: 4.000e-01, eta: 3 days, 1:35:22, time: 1.141, data_time: 0.046, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5609, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.1341 2022-02-08 05:53:33,855 - mmaction - INFO - Epoch [42][60/940] lr: 4.000e-01, eta: 3 days, 1:34:39, time: 1.154, data_time: 0.044, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5754, loss_cls: 3.1057, loss: 3.1057, grad_norm: 1.1128 2022-02-08 05:53:57,045 - mmaction - INFO - Epoch [42][80/940] lr: 4.000e-01, eta: 3 days, 1:33:57, time: 1.159, data_time: 0.045, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5672, loss_cls: 3.1889, loss: 3.1889, grad_norm: 1.1407 2022-02-08 05:54:20,293 - mmaction - INFO - Epoch [42][100/940] lr: 4.000e-01, eta: 3 days, 1:33:15, time: 1.162, data_time: 0.041, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5813, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.1205 2022-02-08 05:54:43,560 - mmaction - INFO - Epoch [42][120/940] lr: 4.000e-01, eta: 3 days, 1:32:34, time: 1.163, data_time: 0.045, memory: 9497, top1_acc: 0.3004, top5_acc: 0.5637, loss_cls: 3.1853, loss: 3.1853, grad_norm: 1.1325 2022-02-08 05:55:06,849 - mmaction - INFO - Epoch [42][140/940] lr: 4.000e-01, eta: 3 days, 1:31:52, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.3121, top5_acc: 0.5725, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.1398 2022-02-08 05:55:30,131 - mmaction - INFO - Epoch [42][160/940] lr: 4.000e-01, eta: 3 days, 1:31:11, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5676, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.1135 2022-02-08 05:55:53,352 - mmaction - INFO - Epoch [42][180/940] lr: 4.000e-01, eta: 3 days, 1:30:29, time: 1.160, data_time: 0.050, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5730, loss_cls: 3.1312, loss: 3.1312, grad_norm: 1.1466 2022-02-08 05:56:16,607 - mmaction - INFO - Epoch [42][200/940] lr: 4.000e-01, eta: 3 days, 1:29:47, time: 1.163, data_time: 0.053, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5570, loss_cls: 3.2026, loss: 3.2026, grad_norm: 1.1323 2022-02-08 05:56:39,883 - mmaction - INFO - Epoch [42][220/940] lr: 4.000e-01, eta: 3 days, 1:29:06, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5658, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.1386 2022-02-08 05:57:03,241 - mmaction - INFO - Epoch [42][240/940] lr: 4.000e-01, eta: 3 days, 1:28:25, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5619, loss_cls: 3.1862, loss: 3.1862, grad_norm: 1.1198 2022-02-08 05:57:26,524 - mmaction - INFO - Epoch [42][260/940] lr: 4.000e-01, eta: 3 days, 1:27:43, time: 1.163, data_time: 0.050, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5830, loss_cls: 3.0966, loss: 3.0966, grad_norm: 1.1365 2022-02-08 05:57:49,792 - mmaction - INFO - Epoch [42][280/940] lr: 4.000e-01, eta: 3 days, 1:27:02, time: 1.163, data_time: 0.048, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5822, loss_cls: 3.1319, loss: 3.1319, grad_norm: 1.1244 2022-02-08 05:58:13,219 - mmaction - INFO - Epoch [42][300/940] lr: 4.000e-01, eta: 3 days, 1:26:21, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5680, loss_cls: 3.1738, loss: 3.1738, grad_norm: 1.1263 2022-02-08 05:58:36,491 - mmaction - INFO - Epoch [42][320/940] lr: 4.000e-01, eta: 3 days, 1:25:40, time: 1.164, data_time: 0.056, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5623, loss_cls: 3.1529, loss: 3.1529, grad_norm: 1.1605 2022-02-08 05:58:59,897 - mmaction - INFO - Epoch [42][340/940] lr: 4.000e-01, eta: 3 days, 1:24:59, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5596, loss_cls: 3.1774, loss: 3.1774, grad_norm: 1.1527 2022-02-08 05:59:23,363 - mmaction - INFO - Epoch [42][360/940] lr: 4.000e-01, eta: 3 days, 1:24:19, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3045, top5_acc: 0.5584, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.1262 2022-02-08 05:59:46,779 - mmaction - INFO - Epoch [42][380/940] lr: 4.000e-01, eta: 3 days, 1:23:38, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.3057, top5_acc: 0.5578, loss_cls: 3.1948, loss: 3.1948, grad_norm: 1.1260 2022-02-08 06:00:10,505 - mmaction - INFO - Epoch [42][400/940] lr: 4.000e-01, eta: 3 days, 1:22:59, time: 1.186, data_time: 0.060, memory: 9497, top1_acc: 0.3059, top5_acc: 0.5639, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.1447 2022-02-08 06:00:33,902 - mmaction - INFO - Epoch [42][420/940] lr: 4.000e-01, eta: 3 days, 1:22:18, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5590, loss_cls: 3.1885, loss: 3.1885, grad_norm: 1.1183 2022-02-08 06:00:57,302 - mmaction - INFO - Epoch [42][440/940] lr: 4.000e-01, eta: 3 days, 1:21:38, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5650, loss_cls: 3.1842, loss: 3.1842, grad_norm: 1.1187 2022-02-08 06:01:20,549 - mmaction - INFO - Epoch [42][460/940] lr: 4.000e-01, eta: 3 days, 1:20:56, time: 1.162, data_time: 0.059, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5607, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.1295 2022-02-08 06:01:43,883 - mmaction - INFO - Epoch [42][480/940] lr: 4.000e-01, eta: 3 days, 1:20:15, time: 1.167, data_time: 0.056, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5730, loss_cls: 3.1588, loss: 3.1588, grad_norm: 1.1200 2022-02-08 06:02:07,328 - mmaction - INFO - Epoch [42][500/940] lr: 4.000e-01, eta: 3 days, 1:19:35, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5658, loss_cls: 3.1547, loss: 3.1547, grad_norm: 1.1344 2022-02-08 06:02:30,781 - mmaction - INFO - Epoch [42][520/940] lr: 4.000e-01, eta: 3 days, 1:18:55, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5617, loss_cls: 3.1799, loss: 3.1799, grad_norm: 1.1241 2022-02-08 06:02:54,311 - mmaction - INFO - Epoch [42][540/940] lr: 4.000e-01, eta: 3 days, 1:18:15, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5664, loss_cls: 3.1467, loss: 3.1467, grad_norm: 1.1364 2022-02-08 06:03:17,807 - mmaction - INFO - Epoch [42][560/940] lr: 4.000e-01, eta: 3 days, 1:17:35, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5580, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.1315 2022-02-08 06:03:41,233 - mmaction - INFO - Epoch [42][580/940] lr: 4.000e-01, eta: 3 days, 1:16:54, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3236, top5_acc: 0.5684, loss_cls: 3.1416, loss: 3.1416, grad_norm: 1.1293 2022-02-08 06:04:04,747 - mmaction - INFO - Epoch [42][600/940] lr: 4.000e-01, eta: 3 days, 1:16:14, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5730, loss_cls: 3.1343, loss: 3.1343, grad_norm: 1.1107 2022-02-08 06:04:28,221 - mmaction - INFO - Epoch [42][620/940] lr: 4.000e-01, eta: 3 days, 1:15:34, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5654, loss_cls: 3.1599, loss: 3.1599, grad_norm: 1.1379 2022-02-08 06:04:51,793 - mmaction - INFO - Epoch [42][640/940] lr: 4.000e-01, eta: 3 days, 1:14:55, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.2992, top5_acc: 0.5572, loss_cls: 3.2207, loss: 3.2207, grad_norm: 1.1313 2022-02-08 06:05:15,360 - mmaction - INFO - Epoch [42][660/940] lr: 4.000e-01, eta: 3 days, 1:14:15, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5656, loss_cls: 3.1744, loss: 3.1744, grad_norm: 1.1353 2022-02-08 06:05:38,820 - mmaction - INFO - Epoch [42][680/940] lr: 4.000e-01, eta: 3 days, 1:13:35, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5770, loss_cls: 3.1363, loss: 3.1363, grad_norm: 1.1125 2022-02-08 06:06:02,302 - mmaction - INFO - Epoch [42][700/940] lr: 4.000e-01, eta: 3 days, 1:12:55, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5576, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.1467 2022-02-08 06:06:25,750 - mmaction - INFO - Epoch [42][720/940] lr: 4.000e-01, eta: 3 days, 1:12:15, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.3078, top5_acc: 0.5699, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.1130 2022-02-08 06:06:49,255 - mmaction - INFO - Epoch [42][740/940] lr: 4.000e-01, eta: 3 days, 1:11:35, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.3047, top5_acc: 0.5547, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.1205 2022-02-08 06:07:12,743 - mmaction - INFO - Epoch [42][760/940] lr: 4.000e-01, eta: 3 days, 1:10:55, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.3045, top5_acc: 0.5580, loss_cls: 3.2113, loss: 3.2113, grad_norm: 1.1400 2022-02-08 06:07:36,135 - mmaction - INFO - Epoch [42][780/940] lr: 4.000e-01, eta: 3 days, 1:10:15, time: 1.170, data_time: 0.063, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5732, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.1365 2022-02-08 06:07:59,613 - mmaction - INFO - Epoch [42][800/940] lr: 4.000e-01, eta: 3 days, 1:09:35, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5646, loss_cls: 3.1515, loss: 3.1515, grad_norm: 1.1306 2022-02-08 06:08:23,092 - mmaction - INFO - Epoch [42][820/940] lr: 4.000e-01, eta: 3 days, 1:08:55, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5635, loss_cls: 3.1636, loss: 3.1636, grad_norm: 1.1464 2022-02-08 06:08:46,496 - mmaction - INFO - Epoch [42][840/940] lr: 4.000e-01, eta: 3 days, 1:08:14, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5623, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.1115 2022-02-08 06:09:09,988 - mmaction - INFO - Epoch [42][860/940] lr: 4.000e-01, eta: 3 days, 1:07:35, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3074, top5_acc: 0.5631, loss_cls: 3.2023, loss: 3.2023, grad_norm: 1.1361 2022-02-08 06:09:33,405 - mmaction - INFO - Epoch [42][880/940] lr: 4.000e-01, eta: 3 days, 1:06:54, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.2998, top5_acc: 0.5600, loss_cls: 3.2030, loss: 3.2030, grad_norm: 1.1290 2022-02-08 06:09:56,922 - mmaction - INFO - Epoch [42][900/940] lr: 4.000e-01, eta: 3 days, 1:06:15, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3037, top5_acc: 0.5598, loss_cls: 3.2271, loss: 3.2271, grad_norm: 1.1256 2022-02-08 06:10:20,465 - mmaction - INFO - Epoch [42][920/940] lr: 4.000e-01, eta: 3 days, 1:05:35, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5590, loss_cls: 3.1992, loss: 3.1992, grad_norm: 1.1425 2022-02-08 06:10:42,784 - mmaction - INFO - Epoch [42][940/940] lr: 4.000e-01, eta: 3 days, 1:04:50, time: 1.116, data_time: 0.062, memory: 9497, top1_acc: 0.3052, top5_acc: 0.5635, loss_cls: 3.2196, loss: 3.2196, grad_norm: 1.1238 2022-02-08 06:13:45,673 - mmaction - INFO - Epoch [43][20/940] lr: 4.000e-01, eta: 3 days, 1:17:08, time: 8.817, data_time: 7.618, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5611, loss_cls: 3.1675, loss: 3.1675, grad_norm: 1.1494 2022-02-08 06:14:08,801 - mmaction - INFO - Epoch [43][40/940] lr: 4.000e-01, eta: 3 days, 1:16:26, time: 1.157, data_time: 0.045, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5898, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.1507 2022-02-08 06:14:31,999 - mmaction - INFO - Epoch [43][60/940] lr: 4.000e-01, eta: 3 days, 1:15:45, time: 1.160, data_time: 0.045, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5686, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.1203 2022-02-08 06:14:55,074 - mmaction - INFO - Epoch [43][80/940] lr: 4.000e-01, eta: 3 days, 1:15:02, time: 1.154, data_time: 0.041, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5762, loss_cls: 3.1245, loss: 3.1245, grad_norm: 1.1348 2022-02-08 06:15:18,234 - mmaction - INFO - Epoch [43][100/940] lr: 4.000e-01, eta: 3 days, 1:14:20, time: 1.158, data_time: 0.047, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5789, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.1377 2022-02-08 06:15:41,561 - mmaction - INFO - Epoch [43][120/940] lr: 4.000e-01, eta: 3 days, 1:13:40, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.3074, top5_acc: 0.5643, loss_cls: 3.1710, loss: 3.1710, grad_norm: 1.1368 2022-02-08 06:16:04,868 - mmaction - INFO - Epoch [43][140/940] lr: 4.000e-01, eta: 3 days, 1:12:58, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.3061, top5_acc: 0.5643, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.1416 2022-02-08 06:16:28,179 - mmaction - INFO - Epoch [43][160/940] lr: 4.000e-01, eta: 3 days, 1:12:17, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.3008, top5_acc: 0.5666, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.1164 2022-02-08 06:16:51,531 - mmaction - INFO - Epoch [43][180/940] lr: 4.000e-01, eta: 3 days, 1:11:37, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.3057, top5_acc: 0.5646, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.1250 2022-02-08 06:17:14,883 - mmaction - INFO - Epoch [43][200/940] lr: 4.000e-01, eta: 3 days, 1:10:56, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5701, loss_cls: 3.1647, loss: 3.1647, grad_norm: 1.1263 2022-02-08 06:17:38,171 - mmaction - INFO - Epoch [43][220/940] lr: 4.000e-01, eta: 3 days, 1:10:15, time: 1.164, data_time: 0.050, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5641, loss_cls: 3.1675, loss: 3.1675, grad_norm: 1.1327 2022-02-08 06:18:01,512 - mmaction - INFO - Epoch [43][240/940] lr: 4.000e-01, eta: 3 days, 1:09:34, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3074, top5_acc: 0.5547, loss_cls: 3.1804, loss: 3.1804, grad_norm: 1.1398 2022-02-08 06:18:25,092 - mmaction - INFO - Epoch [43][260/940] lr: 4.000e-01, eta: 3 days, 1:08:55, time: 1.179, data_time: 0.047, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5781, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.1191 2022-02-08 06:18:48,567 - mmaction - INFO - Epoch [43][280/940] lr: 4.000e-01, eta: 3 days, 1:08:14, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5629, loss_cls: 3.2008, loss: 3.2008, grad_norm: 1.1630 2022-02-08 06:19:11,978 - mmaction - INFO - Epoch [43][300/940] lr: 4.000e-01, eta: 3 days, 1:07:34, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3041, top5_acc: 0.5715, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.1295 2022-02-08 06:19:35,286 - mmaction - INFO - Epoch [43][320/940] lr: 4.000e-01, eta: 3 days, 1:06:53, time: 1.165, data_time: 0.055, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5547, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.1340 2022-02-08 06:19:58,616 - mmaction - INFO - Epoch [43][340/940] lr: 4.000e-01, eta: 3 days, 1:06:13, time: 1.167, data_time: 0.058, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5637, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.1303 2022-02-08 06:20:22,087 - mmaction - INFO - Epoch [43][360/940] lr: 4.000e-01, eta: 3 days, 1:05:32, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5607, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.1572 2022-02-08 06:20:45,612 - mmaction - INFO - Epoch [43][380/940] lr: 4.000e-01, eta: 3 days, 1:04:53, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5746, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.1456 2022-02-08 06:21:09,040 - mmaction - INFO - Epoch [43][400/940] lr: 4.000e-01, eta: 3 days, 1:04:13, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5598, loss_cls: 3.1920, loss: 3.1920, grad_norm: 1.1185 2022-02-08 06:21:32,428 - mmaction - INFO - Epoch [43][420/940] lr: 4.000e-01, eta: 3 days, 1:03:32, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5717, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.1423 2022-02-08 06:21:55,798 - mmaction - INFO - Epoch [43][440/940] lr: 4.000e-01, eta: 3 days, 1:02:52, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5541, loss_cls: 3.2384, loss: 3.2384, grad_norm: 1.1235 2022-02-08 06:22:19,189 - mmaction - INFO - Epoch [43][460/940] lr: 4.000e-01, eta: 3 days, 1:02:11, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5758, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.1206 2022-02-08 06:22:42,671 - mmaction - INFO - Epoch [43][480/940] lr: 4.000e-01, eta: 3 days, 1:01:32, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5584, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.1260 2022-02-08 06:23:06,137 - mmaction - INFO - Epoch [43][500/940] lr: 4.000e-01, eta: 3 days, 1:00:52, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5646, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.1348 2022-02-08 06:23:29,619 - mmaction - INFO - Epoch [43][520/940] lr: 4.000e-01, eta: 3 days, 1:00:12, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5689, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.1296 2022-02-08 06:23:53,119 - mmaction - INFO - Epoch [43][540/940] lr: 4.000e-01, eta: 3 days, 0:59:32, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5660, loss_cls: 3.1920, loss: 3.1920, grad_norm: 1.1526 2022-02-08 06:24:16,521 - mmaction - INFO - Epoch [43][560/940] lr: 4.000e-01, eta: 3 days, 0:58:52, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5619, loss_cls: 3.1921, loss: 3.1921, grad_norm: 1.1280 2022-02-08 06:24:39,795 - mmaction - INFO - Epoch [43][580/940] lr: 4.000e-01, eta: 3 days, 0:58:11, time: 1.164, data_time: 0.053, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5658, loss_cls: 3.1554, loss: 3.1554, grad_norm: 1.1354 2022-02-08 06:25:03,361 - mmaction - INFO - Epoch [43][600/940] lr: 4.000e-01, eta: 3 days, 0:57:32, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5732, loss_cls: 3.1155, loss: 3.1155, grad_norm: 1.1349 2022-02-08 06:25:26,841 - mmaction - INFO - Epoch [43][620/940] lr: 4.000e-01, eta: 3 days, 0:56:52, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5586, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.1456 2022-02-08 06:25:50,315 - mmaction - INFO - Epoch [43][640/940] lr: 4.000e-01, eta: 3 days, 0:56:12, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5752, loss_cls: 3.1080, loss: 3.1080, grad_norm: 1.1391 2022-02-08 06:26:13,856 - mmaction - INFO - Epoch [43][660/940] lr: 4.000e-01, eta: 3 days, 0:55:33, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5627, loss_cls: 3.1781, loss: 3.1781, grad_norm: 1.1542 2022-02-08 06:26:37,319 - mmaction - INFO - Epoch [43][680/940] lr: 4.000e-01, eta: 3 days, 0:54:53, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5631, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.1385 2022-02-08 06:27:00,885 - mmaction - INFO - Epoch [43][700/940] lr: 4.000e-01, eta: 3 days, 0:54:14, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.3004, top5_acc: 0.5551, loss_cls: 3.2384, loss: 3.2384, grad_norm: 1.1429 2022-02-08 06:27:24,490 - mmaction - INFO - Epoch [43][720/940] lr: 4.000e-01, eta: 3 days, 0:53:35, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5750, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.1494 2022-02-08 06:27:48,014 - mmaction - INFO - Epoch [43][740/940] lr: 4.000e-01, eta: 3 days, 0:52:55, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5648, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.1260 2022-02-08 06:28:11,803 - mmaction - INFO - Epoch [43][760/940] lr: 4.000e-01, eta: 3 days, 0:52:17, time: 1.190, data_time: 0.055, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5795, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.1471 2022-02-08 06:28:35,465 - mmaction - INFO - Epoch [43][780/940] lr: 4.000e-01, eta: 3 days, 0:51:38, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5578, loss_cls: 3.2189, loss: 3.2189, grad_norm: 1.1386 2022-02-08 06:28:59,192 - mmaction - INFO - Epoch [43][800/940] lr: 4.000e-01, eta: 3 days, 0:51:00, time: 1.187, data_time: 0.053, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5637, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.1078 2022-02-08 06:29:22,756 - mmaction - INFO - Epoch [43][820/940] lr: 4.000e-01, eta: 3 days, 0:50:21, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5686, loss_cls: 3.1333, loss: 3.1333, grad_norm: 1.1430 2022-02-08 06:29:46,268 - mmaction - INFO - Epoch [43][840/940] lr: 4.000e-01, eta: 3 days, 0:49:41, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5611, loss_cls: 3.1511, loss: 3.1511, grad_norm: 1.1297 2022-02-08 06:30:09,905 - mmaction - INFO - Epoch [43][860/940] lr: 4.000e-01, eta: 3 days, 0:49:03, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5543, loss_cls: 3.2099, loss: 3.2099, grad_norm: 1.1341 2022-02-08 06:30:33,384 - mmaction - INFO - Epoch [43][880/940] lr: 4.000e-01, eta: 3 days, 0:48:23, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5664, loss_cls: 3.1423, loss: 3.1423, grad_norm: 1.1405 2022-02-08 06:30:56,805 - mmaction - INFO - Epoch [43][900/940] lr: 4.000e-01, eta: 3 days, 0:47:43, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5668, loss_cls: 3.1566, loss: 3.1566, grad_norm: 1.1539 2022-02-08 06:31:20,301 - mmaction - INFO - Epoch [43][920/940] lr: 4.000e-01, eta: 3 days, 0:47:04, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5594, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.1246 2022-02-08 06:31:42,679 - mmaction - INFO - Epoch [43][940/940] lr: 4.000e-01, eta: 3 days, 0:46:19, time: 1.119, data_time: 0.067, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5641, loss_cls: 3.1962, loss: 3.1962, grad_norm: 1.1095 2022-02-08 06:34:57,362 - mmaction - INFO - Epoch [44][20/940] lr: 4.000e-01, eta: 3 days, 0:59:15, time: 9.414, data_time: 6.600, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5580, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.1476 2022-02-08 06:35:20,463 - mmaction - INFO - Epoch [44][40/940] lr: 4.000e-01, eta: 3 days, 0:58:34, time: 1.157, data_time: 0.044, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5687, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.1384 2022-02-08 06:35:43,787 - mmaction - INFO - Epoch [44][60/940] lr: 4.000e-01, eta: 3 days, 0:57:53, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5750, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.1357 2022-02-08 06:36:06,989 - mmaction - INFO - Epoch [44][80/940] lr: 4.000e-01, eta: 3 days, 0:57:12, time: 1.160, data_time: 0.050, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5656, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.1152 2022-02-08 06:36:30,236 - mmaction - INFO - Epoch [44][100/940] lr: 4.000e-01, eta: 3 days, 0:56:31, time: 1.163, data_time: 0.050, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5707, loss_cls: 3.1418, loss: 3.1418, grad_norm: 1.1230 2022-02-08 06:36:53,504 - mmaction - INFO - Epoch [44][120/940] lr: 4.000e-01, eta: 3 days, 0:55:50, time: 1.163, data_time: 0.043, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5672, loss_cls: 3.1897, loss: 3.1897, grad_norm: 1.1214 2022-02-08 06:37:16,979 - mmaction - INFO - Epoch [44][140/940] lr: 4.000e-01, eta: 3 days, 0:55:10, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5721, loss_cls: 3.1314, loss: 3.1314, grad_norm: 1.1525 2022-02-08 06:37:40,369 - mmaction - INFO - Epoch [44][160/940] lr: 4.000e-01, eta: 3 days, 0:54:29, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5643, loss_cls: 3.1669, loss: 3.1669, grad_norm: 1.1216 2022-02-08 06:38:03,717 - mmaction - INFO - Epoch [44][180/940] lr: 4.000e-01, eta: 3 days, 0:53:49, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5736, loss_cls: 3.1318, loss: 3.1318, grad_norm: 1.1189 2022-02-08 06:38:27,095 - mmaction - INFO - Epoch [44][200/940] lr: 4.000e-01, eta: 3 days, 0:53:09, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5643, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.1231 2022-02-08 06:38:50,390 - mmaction - INFO - Epoch [44][220/940] lr: 4.000e-01, eta: 3 days, 0:52:28, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5695, loss_cls: 3.1323, loss: 3.1323, grad_norm: 1.1537 2022-02-08 06:39:13,685 - mmaction - INFO - Epoch [44][240/940] lr: 4.000e-01, eta: 3 days, 0:51:47, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5709, loss_cls: 3.1355, loss: 3.1355, grad_norm: 1.1206 2022-02-08 06:39:37,110 - mmaction - INFO - Epoch [44][260/940] lr: 4.000e-01, eta: 3 days, 0:51:07, time: 1.172, data_time: 0.046, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5682, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.1304 2022-02-08 06:40:00,482 - mmaction - INFO - Epoch [44][280/940] lr: 4.000e-01, eta: 3 days, 0:50:27, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5648, loss_cls: 3.1504, loss: 3.1504, grad_norm: 1.1342 2022-02-08 06:40:23,877 - mmaction - INFO - Epoch [44][300/940] lr: 4.000e-01, eta: 3 days, 0:49:47, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5645, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.1470 2022-02-08 06:40:47,278 - mmaction - INFO - Epoch [44][320/940] lr: 4.000e-01, eta: 3 days, 0:49:07, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5697, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.1264 2022-02-08 06:41:10,614 - mmaction - INFO - Epoch [44][340/940] lr: 4.000e-01, eta: 3 days, 0:48:26, time: 1.167, data_time: 0.056, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5646, loss_cls: 3.1752, loss: 3.1752, grad_norm: 1.1593 2022-02-08 06:41:34,069 - mmaction - INFO - Epoch [44][360/940] lr: 4.000e-01, eta: 3 days, 0:47:46, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5648, loss_cls: 3.2035, loss: 3.2035, grad_norm: 1.1303 2022-02-08 06:41:58,153 - mmaction - INFO - Epoch [44][380/940] lr: 4.000e-01, eta: 3 days, 0:47:10, time: 1.204, data_time: 0.058, memory: 9497, top1_acc: 0.3059, top5_acc: 0.5547, loss_cls: 3.2075, loss: 3.2075, grad_norm: 1.1235 2022-02-08 06:42:21,658 - mmaction - INFO - Epoch [44][400/940] lr: 4.000e-01, eta: 3 days, 0:46:30, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5744, loss_cls: 3.1408, loss: 3.1408, grad_norm: 1.1617 2022-02-08 06:42:45,096 - mmaction - INFO - Epoch [44][420/940] lr: 4.000e-01, eta: 3 days, 0:45:50, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.3041, top5_acc: 0.5572, loss_cls: 3.2092, loss: 3.2092, grad_norm: 1.1460 2022-02-08 06:43:08,675 - mmaction - INFO - Epoch [44][440/940] lr: 4.000e-01, eta: 3 days, 0:45:11, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5699, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.1443 2022-02-08 06:43:32,121 - mmaction - INFO - Epoch [44][460/940] lr: 4.000e-01, eta: 3 days, 0:44:32, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3061, top5_acc: 0.5633, loss_cls: 3.1836, loss: 3.1836, grad_norm: 1.1512 2022-02-08 06:43:55,628 - mmaction - INFO - Epoch [44][480/940] lr: 4.000e-01, eta: 3 days, 0:43:52, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5547, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.1291 2022-02-08 06:44:19,104 - mmaction - INFO - Epoch [44][500/940] lr: 4.000e-01, eta: 3 days, 0:43:12, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5771, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.1488 2022-02-08 06:44:42,559 - mmaction - INFO - Epoch [44][520/940] lr: 4.000e-01, eta: 3 days, 0:42:33, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5701, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.1318 2022-02-08 06:45:06,090 - mmaction - INFO - Epoch [44][540/940] lr: 4.000e-01, eta: 3 days, 0:41:53, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3156, top5_acc: 0.5680, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.1263 2022-02-08 06:45:29,739 - mmaction - INFO - Epoch [44][560/940] lr: 4.000e-01, eta: 3 days, 0:41:15, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5582, loss_cls: 3.1936, loss: 3.1936, grad_norm: 1.1358 2022-02-08 06:45:53,337 - mmaction - INFO - Epoch [44][580/940] lr: 4.000e-01, eta: 3 days, 0:40:36, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3131, top5_acc: 0.5633, loss_cls: 3.1757, loss: 3.1757, grad_norm: 1.1082 2022-02-08 06:46:16,878 - mmaction - INFO - Epoch [44][600/940] lr: 4.000e-01, eta: 3 days, 0:39:57, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5729, loss_cls: 3.1078, loss: 3.1078, grad_norm: 1.1469 2022-02-08 06:46:40,313 - mmaction - INFO - Epoch [44][620/940] lr: 4.000e-01, eta: 3 days, 0:39:17, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5564, loss_cls: 3.2079, loss: 3.2079, grad_norm: 1.1406 2022-02-08 06:47:03,875 - mmaction - INFO - Epoch [44][640/940] lr: 4.000e-01, eta: 3 days, 0:38:38, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5686, loss_cls: 3.1609, loss: 3.1609, grad_norm: 1.1235 2022-02-08 06:47:27,436 - mmaction - INFO - Epoch [44][660/940] lr: 4.000e-01, eta: 3 days, 0:37:59, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5725, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.1272 2022-02-08 06:47:50,858 - mmaction - INFO - Epoch [44][680/940] lr: 4.000e-01, eta: 3 days, 0:37:19, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5641, loss_cls: 3.1906, loss: 3.1906, grad_norm: 1.1377 2022-02-08 06:48:14,465 - mmaction - INFO - Epoch [44][700/940] lr: 4.000e-01, eta: 3 days, 0:36:40, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5697, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.1237 2022-02-08 06:48:38,016 - mmaction - INFO - Epoch [44][720/940] lr: 4.000e-01, eta: 3 days, 0:36:01, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5662, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.1327 2022-02-08 06:49:01,606 - mmaction - INFO - Epoch [44][740/940] lr: 4.000e-01, eta: 3 days, 0:35:22, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5797, loss_cls: 3.0987, loss: 3.0987, grad_norm: 1.1253 2022-02-08 06:49:25,087 - mmaction - INFO - Epoch [44][760/940] lr: 4.000e-01, eta: 3 days, 0:34:43, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5703, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.1391 2022-02-08 06:49:48,701 - mmaction - INFO - Epoch [44][780/940] lr: 4.000e-01, eta: 3 days, 0:34:04, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5758, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.1357 2022-02-08 06:50:12,266 - mmaction - INFO - Epoch [44][800/940] lr: 4.000e-01, eta: 3 days, 0:33:25, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5598, loss_cls: 3.1673, loss: 3.1673, grad_norm: 1.1325 2022-02-08 06:50:35,659 - mmaction - INFO - Epoch [44][820/940] lr: 4.000e-01, eta: 3 days, 0:32:45, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5811, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.1357 2022-02-08 06:50:59,036 - mmaction - INFO - Epoch [44][840/940] lr: 4.000e-01, eta: 3 days, 0:32:06, time: 1.169, data_time: 0.060, memory: 9497, top1_acc: 0.3039, top5_acc: 0.5576, loss_cls: 3.1714, loss: 3.1714, grad_norm: 1.1326 2022-02-08 06:51:22,528 - mmaction - INFO - Epoch [44][860/940] lr: 4.000e-01, eta: 3 days, 0:31:26, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5666, loss_cls: 3.1808, loss: 3.1808, grad_norm: 1.1300 2022-02-08 06:51:46,214 - mmaction - INFO - Epoch [44][880/940] lr: 4.000e-01, eta: 3 days, 0:30:48, time: 1.184, data_time: 0.056, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5648, loss_cls: 3.1713, loss: 3.1713, grad_norm: 1.1337 2022-02-08 06:52:09,756 - mmaction - INFO - Epoch [44][900/940] lr: 4.000e-01, eta: 3 days, 0:30:09, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3082, top5_acc: 0.5580, loss_cls: 3.2055, loss: 3.2055, grad_norm: 1.1446 2022-02-08 06:52:33,354 - mmaction - INFO - Epoch [44][920/940] lr: 4.000e-01, eta: 3 days, 0:29:31, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5748, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.1105 2022-02-08 06:52:55,684 - mmaction - INFO - Epoch [44][940/940] lr: 4.000e-01, eta: 3 days, 0:28:46, time: 1.115, data_time: 0.058, memory: 9497, top1_acc: 0.3093, top5_acc: 0.5566, loss_cls: 3.1853, loss: 3.1853, grad_norm: 1.1367 2022-02-08 06:55:30,630 - mmaction - INFO - Epoch [45][20/940] lr: 4.000e-01, eta: 3 days, 0:38:15, time: 7.494, data_time: 6.196, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5811, loss_cls: 3.1125, loss: 3.1125, grad_norm: 1.1189 2022-02-08 06:55:53,836 - mmaction - INFO - Epoch [45][40/940] lr: 4.000e-01, eta: 3 days, 0:37:34, time: 1.160, data_time: 0.050, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5725, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.1410 2022-02-08 06:56:16,993 - mmaction - INFO - Epoch [45][60/940] lr: 4.000e-01, eta: 3 days, 0:36:53, time: 1.158, data_time: 0.045, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5732, loss_cls: 3.1173, loss: 3.1173, grad_norm: 1.1589 2022-02-08 06:56:40,111 - mmaction - INFO - Epoch [45][80/940] lr: 4.000e-01, eta: 3 days, 0:36:12, time: 1.156, data_time: 0.044, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5768, loss_cls: 3.1335, loss: 3.1335, grad_norm: 1.1203 2022-02-08 06:57:03,406 - mmaction - INFO - Epoch [45][100/940] lr: 4.000e-01, eta: 3 days, 0:35:31, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5723, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.1447 2022-02-08 06:57:26,790 - mmaction - INFO - Epoch [45][120/940] lr: 4.000e-01, eta: 3 days, 0:34:52, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.3236, top5_acc: 0.5746, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.1249 2022-02-08 06:57:50,209 - mmaction - INFO - Epoch [45][140/940] lr: 4.000e-01, eta: 3 days, 0:34:12, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5701, loss_cls: 3.1293, loss: 3.1293, grad_norm: 1.1476 2022-02-08 06:58:13,618 - mmaction - INFO - Epoch [45][160/940] lr: 4.000e-01, eta: 3 days, 0:33:32, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5584, loss_cls: 3.1808, loss: 3.1808, grad_norm: 1.1411 2022-02-08 06:58:37,140 - mmaction - INFO - Epoch [45][180/940] lr: 4.000e-01, eta: 3 days, 0:32:53, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3012, top5_acc: 0.5705, loss_cls: 3.2074, loss: 3.2074, grad_norm: 1.1362 2022-02-08 06:59:00,623 - mmaction - INFO - Epoch [45][200/940] lr: 4.000e-01, eta: 3 days, 0:32:13, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5650, loss_cls: 3.1437, loss: 3.1437, grad_norm: 1.1124 2022-02-08 06:59:24,112 - mmaction - INFO - Epoch [45][220/940] lr: 4.000e-01, eta: 3 days, 0:31:34, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5697, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.1378 2022-02-08 06:59:47,846 - mmaction - INFO - Epoch [45][240/940] lr: 4.000e-01, eta: 3 days, 0:30:56, time: 1.185, data_time: 0.053, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5600, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.1582 2022-02-08 07:00:11,666 - mmaction - INFO - Epoch [45][260/940] lr: 4.000e-01, eta: 3 days, 0:30:18, time: 1.192, data_time: 0.056, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5578, loss_cls: 3.1607, loss: 3.1607, grad_norm: 1.1184 2022-02-08 07:00:35,168 - mmaction - INFO - Epoch [45][280/940] lr: 4.000e-01, eta: 3 days, 0:29:39, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5764, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.1442 2022-02-08 07:00:58,554 - mmaction - INFO - Epoch [45][300/940] lr: 4.000e-01, eta: 3 days, 0:28:59, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5746, loss_cls: 3.1144, loss: 3.1144, grad_norm: 1.1425 2022-02-08 07:01:22,029 - mmaction - INFO - Epoch [45][320/940] lr: 4.000e-01, eta: 3 days, 0:28:20, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5785, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.1304 2022-02-08 07:01:45,517 - mmaction - INFO - Epoch [45][340/940] lr: 4.000e-01, eta: 3 days, 0:27:40, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5723, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.1424 2022-02-08 07:02:09,015 - mmaction - INFO - Epoch [45][360/940] lr: 4.000e-01, eta: 3 days, 0:27:01, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5588, loss_cls: 3.1728, loss: 3.1728, grad_norm: 1.1465 2022-02-08 07:02:32,532 - mmaction - INFO - Epoch [45][380/940] lr: 4.000e-01, eta: 3 days, 0:26:22, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5820, loss_cls: 3.1266, loss: 3.1266, grad_norm: 1.1470 2022-02-08 07:02:56,004 - mmaction - INFO - Epoch [45][400/940] lr: 4.000e-01, eta: 3 days, 0:25:43, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5695, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.1149 2022-02-08 07:03:19,413 - mmaction - INFO - Epoch [45][420/940] lr: 4.000e-01, eta: 3 days, 0:25:03, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5816, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.1444 2022-02-08 07:03:42,850 - mmaction - INFO - Epoch [45][440/940] lr: 4.000e-01, eta: 3 days, 0:24:23, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5697, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.1406 2022-02-08 07:04:06,418 - mmaction - INFO - Epoch [45][460/940] lr: 4.000e-01, eta: 3 days, 0:23:45, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5748, loss_cls: 3.1440, loss: 3.1440, grad_norm: 1.1315 2022-02-08 07:04:29,964 - mmaction - INFO - Epoch [45][480/940] lr: 4.000e-01, eta: 3 days, 0:23:06, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5676, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.1538 2022-02-08 07:04:53,525 - mmaction - INFO - Epoch [45][500/940] lr: 4.000e-01, eta: 3 days, 0:22:27, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5686, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.1213 2022-02-08 07:05:17,011 - mmaction - INFO - Epoch [45][520/940] lr: 4.000e-01, eta: 3 days, 0:21:48, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3092, top5_acc: 0.5676, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.1521 2022-02-08 07:05:40,475 - mmaction - INFO - Epoch [45][540/940] lr: 4.000e-01, eta: 3 days, 0:21:08, time: 1.173, data_time: 0.046, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5615, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.1194 2022-02-08 07:06:03,821 - mmaction - INFO - Epoch [45][560/940] lr: 4.000e-01, eta: 3 days, 0:20:29, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5664, loss_cls: 3.1476, loss: 3.1476, grad_norm: 1.1030 2022-02-08 07:06:27,186 - mmaction - INFO - Epoch [45][580/940] lr: 4.000e-01, eta: 3 days, 0:19:49, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5766, loss_cls: 3.1751, loss: 3.1751, grad_norm: 1.1413 2022-02-08 07:06:50,589 - mmaction - INFO - Epoch [45][600/940] lr: 4.000e-01, eta: 3 days, 0:19:10, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5428, loss_cls: 3.2361, loss: 3.2361, grad_norm: 1.1251 2022-02-08 07:07:14,042 - mmaction - INFO - Epoch [45][620/940] lr: 4.000e-01, eta: 3 days, 0:18:30, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5695, loss_cls: 3.1639, loss: 3.1639, grad_norm: 1.1038 2022-02-08 07:07:37,531 - mmaction - INFO - Epoch [45][640/940] lr: 4.000e-01, eta: 3 days, 0:17:51, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5637, loss_cls: 3.1721, loss: 3.1721, grad_norm: 1.1124 2022-02-08 07:08:00,948 - mmaction - INFO - Epoch [45][660/940] lr: 4.000e-01, eta: 3 days, 0:17:12, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5652, loss_cls: 3.1736, loss: 3.1736, grad_norm: 1.1314 2022-02-08 07:08:24,473 - mmaction - INFO - Epoch [45][680/940] lr: 4.000e-01, eta: 3 days, 0:16:33, time: 1.177, data_time: 0.063, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5781, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.1295 2022-02-08 07:08:48,065 - mmaction - INFO - Epoch [45][700/940] lr: 4.000e-01, eta: 3 days, 0:15:54, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5650, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.1196 2022-02-08 07:09:11,560 - mmaction - INFO - Epoch [45][720/940] lr: 4.000e-01, eta: 3 days, 0:15:15, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5666, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.1466 2022-02-08 07:09:35,216 - mmaction - INFO - Epoch [45][740/940] lr: 4.000e-01, eta: 3 days, 0:14:37, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5670, loss_cls: 3.1717, loss: 3.1717, grad_norm: 1.1273 2022-02-08 07:09:58,694 - mmaction - INFO - Epoch [45][760/940] lr: 4.000e-01, eta: 3 days, 0:13:58, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5781, loss_cls: 3.1009, loss: 3.1009, grad_norm: 1.1233 2022-02-08 07:10:22,147 - mmaction - INFO - Epoch [45][780/940] lr: 4.000e-01, eta: 3 days, 0:13:19, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3059, top5_acc: 0.5525, loss_cls: 3.2162, loss: 3.2162, grad_norm: 1.1465 2022-02-08 07:10:45,617 - mmaction - INFO - Epoch [45][800/940] lr: 4.000e-01, eta: 3 days, 0:12:40, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5605, loss_cls: 3.2172, loss: 3.2172, grad_norm: 1.1382 2022-02-08 07:11:09,110 - mmaction - INFO - Epoch [45][820/940] lr: 4.000e-01, eta: 3 days, 0:12:01, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3156, top5_acc: 0.5633, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.1181 2022-02-08 07:11:32,516 - mmaction - INFO - Epoch [45][840/940] lr: 4.000e-01, eta: 3 days, 0:11:22, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3066, top5_acc: 0.5625, loss_cls: 3.1953, loss: 3.1953, grad_norm: 1.1782 2022-02-08 07:11:55,984 - mmaction - INFO - Epoch [45][860/940] lr: 4.000e-01, eta: 3 days, 0:10:43, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5615, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.1431 2022-02-08 07:12:19,378 - mmaction - INFO - Epoch [45][880/940] lr: 4.000e-01, eta: 3 days, 0:10:04, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.3010, top5_acc: 0.5549, loss_cls: 3.2013, loss: 3.2013, grad_norm: 1.1227 2022-02-08 07:12:42,868 - mmaction - INFO - Epoch [45][900/940] lr: 4.000e-01, eta: 3 days, 0:09:25, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5637, loss_cls: 3.1624, loss: 3.1624, grad_norm: 1.1336 2022-02-08 07:13:06,339 - mmaction - INFO - Epoch [45][920/940] lr: 4.000e-01, eta: 3 days, 0:08:46, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5734, loss_cls: 3.1428, loss: 3.1428, grad_norm: 1.1280 2022-02-08 07:13:28,705 - mmaction - INFO - Epoch [45][940/940] lr: 4.000e-01, eta: 3 days, 0:08:02, time: 1.119, data_time: 0.057, memory: 9497, top1_acc: 0.3214, top5_acc: 0.5757, loss_cls: 3.1093, loss: 3.1093, grad_norm: 1.1412 2022-02-08 07:13:33,009 - mmaction - INFO - Saving checkpoint at 45 epochs 2022-02-08 07:16:19,306 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 07:16:20,057 - mmaction - INFO - top1_acc 0.3297 top5_acc 0.5951 2022-02-08 07:16:20,057 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 07:16:20,092 - mmaction - INFO - mean_acc 0.3295 2022-02-08 07:16:20,102 - mmaction - INFO - Epoch(val) [45][78] top1_acc: 0.3297, top5_acc: 0.5951, mean_class_accuracy: 0.3295 2022-02-08 07:18:44,372 - mmaction - INFO - Epoch [46][20/940] lr: 4.000e-01, eta: 3 days, 0:16:49, time: 7.211, data_time: 5.621, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5744, loss_cls: 3.1340, loss: 3.1340, grad_norm: 1.1281 2022-02-08 07:19:07,190 - mmaction - INFO - Epoch [46][40/940] lr: 4.000e-01, eta: 3 days, 0:16:06, time: 1.141, data_time: 0.045, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5811, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.1347 2022-02-08 07:19:30,241 - mmaction - INFO - Epoch [46][60/940] lr: 4.000e-01, eta: 3 days, 0:15:25, time: 1.153, data_time: 0.041, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5799, loss_cls: 3.0934, loss: 3.0934, grad_norm: 1.1384 2022-02-08 07:19:53,522 - mmaction - INFO - Epoch [46][80/940] lr: 4.000e-01, eta: 3 days, 0:14:45, time: 1.163, data_time: 0.043, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5727, loss_cls: 3.1345, loss: 3.1345, grad_norm: 1.1300 2022-02-08 07:20:16,907 - mmaction - INFO - Epoch [46][100/940] lr: 4.000e-01, eta: 3 days, 0:14:05, time: 1.169, data_time: 0.045, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5748, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.1516 2022-02-08 07:20:40,034 - mmaction - INFO - Epoch [46][120/940] lr: 4.000e-01, eta: 3 days, 0:13:25, time: 1.157, data_time: 0.050, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5785, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.1398 2022-02-08 07:21:03,236 - mmaction - INFO - Epoch [46][140/940] lr: 4.000e-01, eta: 3 days, 0:12:44, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5643, loss_cls: 3.1645, loss: 3.1645, grad_norm: 1.1231 2022-02-08 07:21:26,542 - mmaction - INFO - Epoch [46][160/940] lr: 4.000e-01, eta: 3 days, 0:12:04, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5709, loss_cls: 3.1250, loss: 3.1250, grad_norm: 1.1161 2022-02-08 07:21:49,806 - mmaction - INFO - Epoch [46][180/940] lr: 4.000e-01, eta: 3 days, 0:11:24, time: 1.163, data_time: 0.048, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5750, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.1672 2022-02-08 07:22:13,154 - mmaction - INFO - Epoch [46][200/940] lr: 4.000e-01, eta: 3 days, 0:10:45, time: 1.167, data_time: 0.045, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5701, loss_cls: 3.1215, loss: 3.1215, grad_norm: 1.1359 2022-02-08 07:22:36,536 - mmaction - INFO - Epoch [46][220/940] lr: 4.000e-01, eta: 3 days, 0:10:05, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5764, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.1227 2022-02-08 07:22:59,928 - mmaction - INFO - Epoch [46][240/940] lr: 4.000e-01, eta: 3 days, 0:09:26, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5736, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.1497 2022-02-08 07:23:23,367 - mmaction - INFO - Epoch [46][260/940] lr: 4.000e-01, eta: 3 days, 0:08:47, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5789, loss_cls: 3.1245, loss: 3.1245, grad_norm: 1.1411 2022-02-08 07:23:46,744 - mmaction - INFO - Epoch [46][280/940] lr: 4.000e-01, eta: 3 days, 0:08:07, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5588, loss_cls: 3.1905, loss: 3.1905, grad_norm: 1.1599 2022-02-08 07:24:10,239 - mmaction - INFO - Epoch [46][300/940] lr: 4.000e-01, eta: 3 days, 0:07:28, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5725, loss_cls: 3.1527, loss: 3.1527, grad_norm: 1.1272 2022-02-08 07:24:33,819 - mmaction - INFO - Epoch [46][320/940] lr: 4.000e-01, eta: 3 days, 0:06:50, time: 1.179, data_time: 0.046, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5736, loss_cls: 3.1399, loss: 3.1399, grad_norm: 1.1413 2022-02-08 07:24:57,199 - mmaction - INFO - Epoch [46][340/940] lr: 4.000e-01, eta: 3 days, 0:06:10, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5660, loss_cls: 3.1742, loss: 3.1742, grad_norm: 1.1364 2022-02-08 07:25:20,709 - mmaction - INFO - Epoch [46][360/940] lr: 4.000e-01, eta: 3 days, 0:05:32, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5693, loss_cls: 3.1661, loss: 3.1661, grad_norm: 1.0857 2022-02-08 07:25:44,515 - mmaction - INFO - Epoch [46][380/940] lr: 4.000e-01, eta: 3 days, 0:04:54, time: 1.190, data_time: 0.056, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5689, loss_cls: 3.1408, loss: 3.1408, grad_norm: 1.1445 2022-02-08 07:26:08,027 - mmaction - INFO - Epoch [46][400/940] lr: 4.000e-01, eta: 3 days, 0:04:15, time: 1.176, data_time: 0.046, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5611, loss_cls: 3.1711, loss: 3.1711, grad_norm: 1.1293 2022-02-08 07:26:31,556 - mmaction - INFO - Epoch [46][420/940] lr: 4.000e-01, eta: 3 days, 0:03:37, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3162, top5_acc: 0.5754, loss_cls: 3.1392, loss: 3.1392, grad_norm: 1.1433 2022-02-08 07:26:55,022 - mmaction - INFO - Epoch [46][440/940] lr: 4.000e-01, eta: 3 days, 0:02:58, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5617, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.1465 2022-02-08 07:27:18,511 - mmaction - INFO - Epoch [46][460/940] lr: 4.000e-01, eta: 3 days, 0:02:19, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5635, loss_cls: 3.1835, loss: 3.1835, grad_norm: 1.1245 2022-02-08 07:27:41,982 - mmaction - INFO - Epoch [46][480/940] lr: 4.000e-01, eta: 3 days, 0:01:40, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5777, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.1390 2022-02-08 07:28:05,438 - mmaction - INFO - Epoch [46][500/940] lr: 4.000e-01, eta: 3 days, 0:01:01, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5697, loss_cls: 3.1590, loss: 3.1590, grad_norm: 1.1198 2022-02-08 07:28:28,969 - mmaction - INFO - Epoch [46][520/940] lr: 4.000e-01, eta: 3 days, 0:00:23, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5666, loss_cls: 3.1537, loss: 3.1537, grad_norm: 1.1253 2022-02-08 07:28:52,473 - mmaction - INFO - Epoch [46][540/940] lr: 4.000e-01, eta: 2 days, 23:59:44, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5586, loss_cls: 3.1868, loss: 3.1868, grad_norm: 1.1418 2022-02-08 07:29:16,019 - mmaction - INFO - Epoch [46][560/940] lr: 4.000e-01, eta: 2 days, 23:59:05, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5867, loss_cls: 3.1078, loss: 3.1078, grad_norm: 1.1253 2022-02-08 07:29:39,526 - mmaction - INFO - Epoch [46][580/940] lr: 4.000e-01, eta: 2 days, 23:58:27, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3061, top5_acc: 0.5654, loss_cls: 3.1839, loss: 3.1839, grad_norm: 1.1473 2022-02-08 07:30:03,025 - mmaction - INFO - Epoch [46][600/940] lr: 4.000e-01, eta: 2 days, 23:57:48, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5682, loss_cls: 3.1826, loss: 3.1826, grad_norm: 1.1311 2022-02-08 07:30:26,456 - mmaction - INFO - Epoch [46][620/940] lr: 4.000e-01, eta: 2 days, 23:57:09, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5619, loss_cls: 3.1932, loss: 3.1932, grad_norm: 1.1472 2022-02-08 07:30:49,970 - mmaction - INFO - Epoch [46][640/940] lr: 4.000e-01, eta: 2 days, 23:56:30, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5746, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.1025 2022-02-08 07:31:13,437 - mmaction - INFO - Epoch [46][660/940] lr: 4.000e-01, eta: 2 days, 23:55:52, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5773, loss_cls: 3.1250, loss: 3.1250, grad_norm: 1.1273 2022-02-08 07:31:36,918 - mmaction - INFO - Epoch [46][680/940] lr: 4.000e-01, eta: 2 days, 23:55:13, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5650, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.1430 2022-02-08 07:32:00,365 - mmaction - INFO - Epoch [46][700/940] lr: 4.000e-01, eta: 2 days, 23:54:34, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5578, loss_cls: 3.2102, loss: 3.2102, grad_norm: 1.1342 2022-02-08 07:32:23,932 - mmaction - INFO - Epoch [46][720/940] lr: 4.000e-01, eta: 2 days, 23:53:56, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5645, loss_cls: 3.1807, loss: 3.1807, grad_norm: 1.1276 2022-02-08 07:32:47,473 - mmaction - INFO - Epoch [46][740/940] lr: 4.000e-01, eta: 2 days, 23:53:17, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5666, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.1449 2022-02-08 07:33:11,045 - mmaction - INFO - Epoch [46][760/940] lr: 4.000e-01, eta: 2 days, 23:52:39, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5527, loss_cls: 3.1761, loss: 3.1761, grad_norm: 1.1372 2022-02-08 07:33:34,664 - mmaction - INFO - Epoch [46][780/940] lr: 4.000e-01, eta: 2 days, 23:52:01, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5488, loss_cls: 3.2423, loss: 3.2423, grad_norm: 1.1339 2022-02-08 07:33:58,241 - mmaction - INFO - Epoch [46][800/940] lr: 4.000e-01, eta: 2 days, 23:51:23, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5760, loss_cls: 3.1056, loss: 3.1056, grad_norm: 1.1335 2022-02-08 07:34:21,767 - mmaction - INFO - Epoch [46][820/940] lr: 4.000e-01, eta: 2 days, 23:50:45, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5736, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.1392 2022-02-08 07:34:45,305 - mmaction - INFO - Epoch [46][840/940] lr: 4.000e-01, eta: 2 days, 23:50:06, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.3037, top5_acc: 0.5568, loss_cls: 3.2189, loss: 3.2189, grad_norm: 1.1450 2022-02-08 07:35:08,776 - mmaction - INFO - Epoch [46][860/940] lr: 4.000e-01, eta: 2 days, 23:49:28, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5631, loss_cls: 3.1972, loss: 3.1972, grad_norm: 1.1159 2022-02-08 07:35:32,225 - mmaction - INFO - Epoch [46][880/940] lr: 4.000e-01, eta: 2 days, 23:48:49, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5703, loss_cls: 3.1180, loss: 3.1180, grad_norm: 1.1252 2022-02-08 07:35:55,646 - mmaction - INFO - Epoch [46][900/940] lr: 4.000e-01, eta: 2 days, 23:48:10, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5584, loss_cls: 3.2124, loss: 3.2124, grad_norm: 1.1325 2022-02-08 07:36:19,139 - mmaction - INFO - Epoch [46][920/940] lr: 4.000e-01, eta: 2 days, 23:47:32, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5633, loss_cls: 3.1757, loss: 3.1757, grad_norm: 1.1310 2022-02-08 07:36:41,400 - mmaction - INFO - Epoch [46][940/940] lr: 4.000e-01, eta: 2 days, 23:46:48, time: 1.113, data_time: 0.056, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5779, loss_cls: 3.1079, loss: 3.1079, grad_norm: 1.1260 2022-02-08 07:39:26,733 - mmaction - INFO - Epoch [47][20/940] lr: 4.000e-01, eta: 2 days, 23:56:44, time: 8.134, data_time: 7.013, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5686, loss_cls: 3.1501, loss: 3.1501, grad_norm: 1.1484 2022-02-08 07:39:49,791 - mmaction - INFO - Epoch [47][40/940] lr: 4.000e-01, eta: 2 days, 23:56:04, time: 1.154, data_time: 0.049, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5775, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.1254 2022-02-08 07:40:12,975 - mmaction - INFO - Epoch [47][60/940] lr: 4.000e-01, eta: 2 days, 23:55:23, time: 1.160, data_time: 0.042, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5754, loss_cls: 3.1135, loss: 3.1135, grad_norm: 1.1422 2022-02-08 07:40:36,231 - mmaction - INFO - Epoch [47][80/940] lr: 4.000e-01, eta: 2 days, 23:54:44, time: 1.162, data_time: 0.041, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5689, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.1551 2022-02-08 07:40:59,476 - mmaction - INFO - Epoch [47][100/940] lr: 4.000e-01, eta: 2 days, 23:54:04, time: 1.162, data_time: 0.044, memory: 9497, top1_acc: 0.3332, top5_acc: 0.5846, loss_cls: 3.0644, loss: 3.0644, grad_norm: 1.1297 2022-02-08 07:41:22,658 - mmaction - INFO - Epoch [47][120/940] lr: 4.000e-01, eta: 2 days, 23:53:24, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5666, loss_cls: 3.1394, loss: 3.1394, grad_norm: 1.1512 2022-02-08 07:41:46,175 - mmaction - INFO - Epoch [47][140/940] lr: 4.000e-01, eta: 2 days, 23:52:45, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5697, loss_cls: 3.1456, loss: 3.1456, grad_norm: 1.1470 2022-02-08 07:42:09,419 - mmaction - INFO - Epoch [47][160/940] lr: 4.000e-01, eta: 2 days, 23:52:05, time: 1.162, data_time: 0.052, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5879, loss_cls: 3.0690, loss: 3.0690, grad_norm: 1.1344 2022-02-08 07:42:32,827 - mmaction - INFO - Epoch [47][180/940] lr: 4.000e-01, eta: 2 days, 23:51:26, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5861, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.1622 2022-02-08 07:42:56,148 - mmaction - INFO - Epoch [47][200/940] lr: 4.000e-01, eta: 2 days, 23:50:47, time: 1.166, data_time: 0.055, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5574, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.1440 2022-02-08 07:43:19,383 - mmaction - INFO - Epoch [47][220/940] lr: 4.000e-01, eta: 2 days, 23:50:07, time: 1.162, data_time: 0.049, memory: 9497, top1_acc: 0.3057, top5_acc: 0.5652, loss_cls: 3.1807, loss: 3.1807, grad_norm: 1.1433 2022-02-08 07:43:42,687 - mmaction - INFO - Epoch [47][240/940] lr: 4.000e-01, eta: 2 days, 23:49:27, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5730, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.1173 2022-02-08 07:44:06,063 - mmaction - INFO - Epoch [47][260/940] lr: 4.000e-01, eta: 2 days, 23:48:48, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5639, loss_cls: 3.1748, loss: 3.1748, grad_norm: 1.1365 2022-02-08 07:44:29,443 - mmaction - INFO - Epoch [47][280/940] lr: 4.000e-01, eta: 2 days, 23:48:09, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5629, loss_cls: 3.1810, loss: 3.1810, grad_norm: 1.1486 2022-02-08 07:44:52,907 - mmaction - INFO - Epoch [47][300/940] lr: 4.000e-01, eta: 2 days, 23:47:30, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5771, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.1397 2022-02-08 07:45:16,378 - mmaction - INFO - Epoch [47][320/940] lr: 4.000e-01, eta: 2 days, 23:46:52, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5635, loss_cls: 3.1985, loss: 3.1985, grad_norm: 1.1231 2022-02-08 07:45:39,755 - mmaction - INFO - Epoch [47][340/940] lr: 4.000e-01, eta: 2 days, 23:46:12, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5863, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.1181 2022-02-08 07:46:03,280 - mmaction - INFO - Epoch [47][360/940] lr: 4.000e-01, eta: 2 days, 23:45:34, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5783, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.1487 2022-02-08 07:46:26,772 - mmaction - INFO - Epoch [47][380/940] lr: 4.000e-01, eta: 2 days, 23:44:55, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5730, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.1300 2022-02-08 07:46:50,154 - mmaction - INFO - Epoch [47][400/940] lr: 4.000e-01, eta: 2 days, 23:44:16, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5598, loss_cls: 3.1823, loss: 3.1823, grad_norm: 1.1659 2022-02-08 07:47:13,608 - mmaction - INFO - Epoch [47][420/940] lr: 4.000e-01, eta: 2 days, 23:43:38, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5658, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.1400 2022-02-08 07:47:37,009 - mmaction - INFO - Epoch [47][440/940] lr: 4.000e-01, eta: 2 days, 23:42:59, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5738, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.1418 2022-02-08 07:48:00,396 - mmaction - INFO - Epoch [47][460/940] lr: 4.000e-01, eta: 2 days, 23:42:20, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5725, loss_cls: 3.1335, loss: 3.1335, grad_norm: 1.1157 2022-02-08 07:48:23,666 - mmaction - INFO - Epoch [47][480/940] lr: 4.000e-01, eta: 2 days, 23:41:40, time: 1.164, data_time: 0.057, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5719, loss_cls: 3.1384, loss: 3.1384, grad_norm: 1.1326 2022-02-08 07:48:47,124 - mmaction - INFO - Epoch [47][500/940] lr: 4.000e-01, eta: 2 days, 23:41:02, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5746, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.1395 2022-02-08 07:49:10,566 - mmaction - INFO - Epoch [47][520/940] lr: 4.000e-01, eta: 2 days, 23:40:23, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3020, top5_acc: 0.5506, loss_cls: 3.2182, loss: 3.2182, grad_norm: 1.1252 2022-02-08 07:49:34,054 - mmaction - INFO - Epoch [47][540/940] lr: 4.000e-01, eta: 2 days, 23:39:45, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5682, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.1316 2022-02-08 07:49:57,481 - mmaction - INFO - Epoch [47][560/940] lr: 4.000e-01, eta: 2 days, 23:39:06, time: 1.171, data_time: 0.063, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.1253, loss: 3.1253, grad_norm: 1.1284 2022-02-08 07:50:20,882 - mmaction - INFO - Epoch [47][580/940] lr: 4.000e-01, eta: 2 days, 23:38:27, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5650, loss_cls: 3.1301, loss: 3.1301, grad_norm: 1.1420 2022-02-08 07:50:44,393 - mmaction - INFO - Epoch [47][600/940] lr: 4.000e-01, eta: 2 days, 23:37:49, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3010, top5_acc: 0.5543, loss_cls: 3.2200, loss: 3.2200, grad_norm: 1.1129 2022-02-08 07:51:07,865 - mmaction - INFO - Epoch [47][620/940] lr: 4.000e-01, eta: 2 days, 23:37:10, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.3094, top5_acc: 0.5615, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.1379 2022-02-08 07:51:31,352 - mmaction - INFO - Epoch [47][640/940] lr: 4.000e-01, eta: 2 days, 23:36:32, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5695, loss_cls: 3.1686, loss: 3.1686, grad_norm: 1.1417 2022-02-08 07:51:54,755 - mmaction - INFO - Epoch [47][660/940] lr: 4.000e-01, eta: 2 days, 23:35:53, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5807, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.1077 2022-02-08 07:52:18,269 - mmaction - INFO - Epoch [47][680/940] lr: 4.000e-01, eta: 2 days, 23:35:15, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5721, loss_cls: 3.1218, loss: 3.1218, grad_norm: 1.1413 2022-02-08 07:52:41,671 - mmaction - INFO - Epoch [47][700/940] lr: 4.000e-01, eta: 2 days, 23:34:36, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5645, loss_cls: 3.1922, loss: 3.1922, grad_norm: 1.1424 2022-02-08 07:53:05,167 - mmaction - INFO - Epoch [47][720/940] lr: 4.000e-01, eta: 2 days, 23:33:58, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5699, loss_cls: 3.1386, loss: 3.1386, grad_norm: 1.1304 2022-02-08 07:53:28,597 - mmaction - INFO - Epoch [47][740/940] lr: 4.000e-01, eta: 2 days, 23:33:19, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.3037, top5_acc: 0.5656, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.1400 2022-02-08 07:53:52,147 - mmaction - INFO - Epoch [47][760/940] lr: 4.000e-01, eta: 2 days, 23:32:41, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5613, loss_cls: 3.2087, loss: 3.2087, grad_norm: 1.1342 2022-02-08 07:54:15,605 - mmaction - INFO - Epoch [47][780/940] lr: 4.000e-01, eta: 2 days, 23:32:03, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5643, loss_cls: 3.1696, loss: 3.1696, grad_norm: 1.1413 2022-02-08 07:54:39,030 - mmaction - INFO - Epoch [47][800/940] lr: 4.000e-01, eta: 2 days, 23:31:24, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5723, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.1432 2022-02-08 07:55:02,516 - mmaction - INFO - Epoch [47][820/940] lr: 4.000e-01, eta: 2 days, 23:30:46, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5697, loss_cls: 3.1476, loss: 3.1476, grad_norm: 1.1442 2022-02-08 07:55:26,021 - mmaction - INFO - Epoch [47][840/940] lr: 4.000e-01, eta: 2 days, 23:30:08, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3156, top5_acc: 0.5684, loss_cls: 3.1582, loss: 3.1582, grad_norm: 1.1108 2022-02-08 07:55:49,510 - mmaction - INFO - Epoch [47][860/940] lr: 4.000e-01, eta: 2 days, 23:29:30, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5658, loss_cls: 3.1653, loss: 3.1653, grad_norm: 1.1303 2022-02-08 07:56:13,017 - mmaction - INFO - Epoch [47][880/940] lr: 4.000e-01, eta: 2 days, 23:28:51, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5666, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.1337 2022-02-08 07:56:36,444 - mmaction - INFO - Epoch [47][900/940] lr: 4.000e-01, eta: 2 days, 23:28:13, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5691, loss_cls: 3.1764, loss: 3.1764, grad_norm: 1.1259 2022-02-08 07:56:59,911 - mmaction - INFO - Epoch [47][920/940] lr: 4.000e-01, eta: 2 days, 23:27:35, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5629, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.1340 2022-02-08 07:57:22,244 - mmaction - INFO - Epoch [47][940/940] lr: 4.000e-01, eta: 2 days, 23:26:51, time: 1.117, data_time: 0.060, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5645, loss_cls: 3.1703, loss: 3.1703, grad_norm: 1.1530 2022-02-08 07:59:52,311 - mmaction - INFO - Epoch [48][20/940] lr: 4.000e-01, eta: 2 days, 23:35:16, time: 7.286, data_time: 5.905, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5816, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.1419 2022-02-08 08:00:15,403 - mmaction - INFO - Epoch [48][40/940] lr: 4.000e-01, eta: 2 days, 23:34:36, time: 1.153, data_time: 0.051, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5754, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.1224 2022-02-08 08:00:38,686 - mmaction - INFO - Epoch [48][60/940] lr: 4.000e-01, eta: 2 days, 23:33:57, time: 1.165, data_time: 0.044, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5680, loss_cls: 3.1721, loss: 3.1721, grad_norm: 1.1492 2022-02-08 08:01:01,923 - mmaction - INFO - Epoch [48][80/940] lr: 4.000e-01, eta: 2 days, 23:33:17, time: 1.163, data_time: 0.048, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5654, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.1593 2022-02-08 08:01:25,120 - mmaction - INFO - Epoch [48][100/940] lr: 4.000e-01, eta: 2 days, 23:32:38, time: 1.159, data_time: 0.048, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5883, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.1210 2022-02-08 08:01:48,321 - mmaction - INFO - Epoch [48][120/940] lr: 4.000e-01, eta: 2 days, 23:31:58, time: 1.160, data_time: 0.047, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5750, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.1441 2022-02-08 08:02:11,597 - mmaction - INFO - Epoch [48][140/940] lr: 4.000e-01, eta: 2 days, 23:31:19, time: 1.164, data_time: 0.043, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5754, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.1264 2022-02-08 08:02:34,890 - mmaction - INFO - Epoch [48][160/940] lr: 4.000e-01, eta: 2 days, 23:30:39, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5723, loss_cls: 3.1377, loss: 3.1377, grad_norm: 1.1386 2022-02-08 08:02:58,154 - mmaction - INFO - Epoch [48][180/940] lr: 4.000e-01, eta: 2 days, 23:30:00, time: 1.162, data_time: 0.049, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5691, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.1666 2022-02-08 08:03:21,539 - mmaction - INFO - Epoch [48][200/940] lr: 4.000e-01, eta: 2 days, 23:29:21, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5752, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.1505 2022-02-08 08:03:45,013 - mmaction - INFO - Epoch [48][220/940] lr: 4.000e-01, eta: 2 days, 23:28:43, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5727, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.1164 2022-02-08 08:04:08,386 - mmaction - INFO - Epoch [48][240/940] lr: 4.000e-01, eta: 2 days, 23:28:04, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5535, loss_cls: 3.1848, loss: 3.1848, grad_norm: 1.1302 2022-02-08 08:04:31,710 - mmaction - INFO - Epoch [48][260/940] lr: 4.000e-01, eta: 2 days, 23:27:25, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5746, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.1066 2022-02-08 08:04:55,097 - mmaction - INFO - Epoch [48][280/940] lr: 4.000e-01, eta: 2 days, 23:26:46, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5781, loss_cls: 3.1404, loss: 3.1404, grad_norm: 1.1139 2022-02-08 08:05:18,549 - mmaction - INFO - Epoch [48][300/940] lr: 4.000e-01, eta: 2 days, 23:26:08, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5805, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.1463 2022-02-08 08:05:41,923 - mmaction - INFO - Epoch [48][320/940] lr: 4.000e-01, eta: 2 days, 23:25:29, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5781, loss_cls: 3.1183, loss: 3.1183, grad_norm: 1.1965 2022-02-08 08:06:05,300 - mmaction - INFO - Epoch [48][340/940] lr: 4.000e-01, eta: 2 days, 23:24:50, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5586, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.1315 2022-02-08 08:06:28,773 - mmaction - INFO - Epoch [48][360/940] lr: 4.000e-01, eta: 2 days, 23:24:12, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5828, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.1453 2022-02-08 08:06:52,163 - mmaction - INFO - Epoch [48][380/940] lr: 4.000e-01, eta: 2 days, 23:23:33, time: 1.170, data_time: 0.061, memory: 9497, top1_acc: 0.3066, top5_acc: 0.5543, loss_cls: 3.2122, loss: 3.2122, grad_norm: 1.1488 2022-02-08 08:07:15,622 - mmaction - INFO - Epoch [48][400/940] lr: 4.000e-01, eta: 2 days, 23:22:55, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5682, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.1002 2022-02-08 08:07:39,140 - mmaction - INFO - Epoch [48][420/940] lr: 4.000e-01, eta: 2 days, 23:22:17, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3039, top5_acc: 0.5508, loss_cls: 3.2117, loss: 3.2117, grad_norm: 1.1393 2022-02-08 08:08:02,708 - mmaction - INFO - Epoch [48][440/940] lr: 4.000e-01, eta: 2 days, 23:21:39, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5715, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.1354 2022-02-08 08:08:26,141 - mmaction - INFO - Epoch [48][460/940] lr: 4.000e-01, eta: 2 days, 23:21:01, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3328, top5_acc: 0.5797, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.1447 2022-02-08 08:08:49,485 - mmaction - INFO - Epoch [48][480/940] lr: 4.000e-01, eta: 2 days, 23:20:22, time: 1.168, data_time: 0.058, memory: 9497, top1_acc: 0.3010, top5_acc: 0.5561, loss_cls: 3.1841, loss: 3.1841, grad_norm: 1.1357 2022-02-08 08:09:12,889 - mmaction - INFO - Epoch [48][500/940] lr: 4.000e-01, eta: 2 days, 23:19:43, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5670, loss_cls: 3.1467, loss: 3.1467, grad_norm: 1.1409 2022-02-08 08:09:36,396 - mmaction - INFO - Epoch [48][520/940] lr: 4.000e-01, eta: 2 days, 23:19:05, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.2994, top5_acc: 0.5547, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.1225 2022-02-08 08:09:59,806 - mmaction - INFO - Epoch [48][540/940] lr: 4.000e-01, eta: 2 days, 23:18:27, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5883, loss_cls: 3.0702, loss: 3.0702, grad_norm: 1.1293 2022-02-08 08:10:23,122 - mmaction - INFO - Epoch [48][560/940] lr: 4.000e-01, eta: 2 days, 23:17:48, time: 1.167, data_time: 0.060, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5691, loss_cls: 3.1599, loss: 3.1599, grad_norm: 1.1484 2022-02-08 08:10:46,490 - mmaction - INFO - Epoch [48][580/940] lr: 4.000e-01, eta: 2 days, 23:17:09, time: 1.168, data_time: 0.058, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5650, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.1446 2022-02-08 08:11:09,864 - mmaction - INFO - Epoch [48][600/940] lr: 4.000e-01, eta: 2 days, 23:16:31, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5705, loss_cls: 3.1240, loss: 3.1240, grad_norm: 1.1344 2022-02-08 08:11:33,366 - mmaction - INFO - Epoch [48][620/940] lr: 4.000e-01, eta: 2 days, 23:15:53, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3156, top5_acc: 0.5627, loss_cls: 3.1717, loss: 3.1717, grad_norm: 1.1436 2022-02-08 08:11:56,821 - mmaction - INFO - Epoch [48][640/940] lr: 4.000e-01, eta: 2 days, 23:15:15, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5607, loss_cls: 3.1755, loss: 3.1755, grad_norm: 1.1274 2022-02-08 08:12:20,271 - mmaction - INFO - Epoch [48][660/940] lr: 4.000e-01, eta: 2 days, 23:14:36, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5811, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.1369 2022-02-08 08:12:43,684 - mmaction - INFO - Epoch [48][680/940] lr: 4.000e-01, eta: 2 days, 23:13:58, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5729, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.1240 2022-02-08 08:13:07,141 - mmaction - INFO - Epoch [48][700/940] lr: 4.000e-01, eta: 2 days, 23:13:20, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.3070, top5_acc: 0.5605, loss_cls: 3.1714, loss: 3.1714, grad_norm: 1.1200 2022-02-08 08:13:30,592 - mmaction - INFO - Epoch [48][720/940] lr: 4.000e-01, eta: 2 days, 23:12:42, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5785, loss_cls: 3.1283, loss: 3.1283, grad_norm: 1.1681 2022-02-08 08:13:54,176 - mmaction - INFO - Epoch [48][740/940] lr: 4.000e-01, eta: 2 days, 23:12:04, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5609, loss_cls: 3.1752, loss: 3.1752, grad_norm: 1.1376 2022-02-08 08:14:17,762 - mmaction - INFO - Epoch [48][760/940] lr: 4.000e-01, eta: 2 days, 23:11:27, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5600, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.1184 2022-02-08 08:14:41,276 - mmaction - INFO - Epoch [48][780/940] lr: 4.000e-01, eta: 2 days, 23:10:49, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5680, loss_cls: 3.1712, loss: 3.1712, grad_norm: 1.1457 2022-02-08 08:15:04,709 - mmaction - INFO - Epoch [48][800/940] lr: 4.000e-01, eta: 2 days, 23:10:11, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5729, loss_cls: 3.1279, loss: 3.1279, grad_norm: 1.1290 2022-02-08 08:15:28,074 - mmaction - INFO - Epoch [48][820/940] lr: 4.000e-01, eta: 2 days, 23:09:32, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5715, loss_cls: 3.1356, loss: 3.1356, grad_norm: 1.1436 2022-02-08 08:15:51,497 - mmaction - INFO - Epoch [48][840/940] lr: 4.000e-01, eta: 2 days, 23:08:54, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5631, loss_cls: 3.1505, loss: 3.1505, grad_norm: 1.1536 2022-02-08 08:16:14,930 - mmaction - INFO - Epoch [48][860/940] lr: 4.000e-01, eta: 2 days, 23:08:16, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5705, loss_cls: 3.1897, loss: 3.1897, grad_norm: 1.1454 2022-02-08 08:16:38,428 - mmaction - INFO - Epoch [48][880/940] lr: 4.000e-01, eta: 2 days, 23:07:38, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.2961, top5_acc: 0.5506, loss_cls: 3.2256, loss: 3.2256, grad_norm: 1.1400 2022-02-08 08:17:01,939 - mmaction - INFO - Epoch [48][900/940] lr: 4.000e-01, eta: 2 days, 23:07:00, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5668, loss_cls: 3.1538, loss: 3.1538, grad_norm: 1.1241 2022-02-08 08:17:25,490 - mmaction - INFO - Epoch [48][920/940] lr: 4.000e-01, eta: 2 days, 23:06:23, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5658, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.1176 2022-02-08 08:17:47,875 - mmaction - INFO - Epoch [48][940/940] lr: 4.000e-01, eta: 2 days, 23:05:40, time: 1.120, data_time: 0.061, memory: 9497, top1_acc: 0.3200, top5_acc: 0.5724, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.1548 2022-02-08 08:20:24,191 - mmaction - INFO - Epoch [49][20/940] lr: 4.000e-01, eta: 2 days, 23:14:28, time: 7.706, data_time: 5.644, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5754, loss_cls: 3.1386, loss: 3.1386, grad_norm: 1.1572 2022-02-08 08:20:47,249 - mmaction - INFO - Epoch [49][40/940] lr: 4.000e-01, eta: 2 days, 23:13:48, time: 1.153, data_time: 0.044, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5809, loss_cls: 3.0568, loss: 3.0568, grad_norm: 1.1372 2022-02-08 08:21:10,428 - mmaction - INFO - Epoch [49][60/940] lr: 4.000e-01, eta: 2 days, 23:13:08, time: 1.159, data_time: 0.039, memory: 9497, top1_acc: 0.3094, top5_acc: 0.5678, loss_cls: 3.1739, loss: 3.1739, grad_norm: 1.1340 2022-02-08 08:21:33,640 - mmaction - INFO - Epoch [49][80/940] lr: 4.000e-01, eta: 2 days, 23:12:29, time: 1.161, data_time: 0.040, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5701, loss_cls: 3.1405, loss: 3.1405, grad_norm: 1.1024 2022-02-08 08:21:56,949 - mmaction - INFO - Epoch [49][100/940] lr: 4.000e-01, eta: 2 days, 23:11:50, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5785, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.1238 2022-02-08 08:22:20,352 - mmaction - INFO - Epoch [49][120/940] lr: 4.000e-01, eta: 2 days, 23:11:12, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5805, loss_cls: 3.0959, loss: 3.0959, grad_norm: 1.1499 2022-02-08 08:22:43,698 - mmaction - INFO - Epoch [49][140/940] lr: 4.000e-01, eta: 2 days, 23:10:33, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5707, loss_cls: 3.1234, loss: 3.1234, grad_norm: 1.1285 2022-02-08 08:23:07,069 - mmaction - INFO - Epoch [49][160/940] lr: 4.000e-01, eta: 2 days, 23:09:55, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5875, loss_cls: 3.1127, loss: 3.1127, grad_norm: 1.1318 2022-02-08 08:23:30,403 - mmaction - INFO - Epoch [49][180/940] lr: 4.000e-01, eta: 2 days, 23:09:16, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5588, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.1387 2022-02-08 08:23:55,535 - mmaction - INFO - Epoch [49][200/940] lr: 4.000e-01, eta: 2 days, 23:08:45, time: 1.257, data_time: 0.048, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5699, loss_cls: 3.1773, loss: 3.1773, grad_norm: 1.1424 2022-02-08 08:24:19,200 - mmaction - INFO - Epoch [49][220/940] lr: 4.000e-01, eta: 2 days, 23:08:08, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5760, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.1239 2022-02-08 08:24:42,657 - mmaction - INFO - Epoch [49][240/940] lr: 4.000e-01, eta: 2 days, 23:07:29, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5709, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.1378 2022-02-08 08:25:06,053 - mmaction - INFO - Epoch [49][260/940] lr: 4.000e-01, eta: 2 days, 23:06:51, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5779, loss_cls: 3.1301, loss: 3.1301, grad_norm: 1.1194 2022-02-08 08:25:29,521 - mmaction - INFO - Epoch [49][280/940] lr: 4.000e-01, eta: 2 days, 23:06:13, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5705, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.1167 2022-02-08 08:25:53,064 - mmaction - INFO - Epoch [49][300/940] lr: 4.000e-01, eta: 2 days, 23:05:35, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5611, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.1534 2022-02-08 08:26:16,611 - mmaction - INFO - Epoch [49][320/940] lr: 4.000e-01, eta: 2 days, 23:04:58, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5701, loss_cls: 3.1431, loss: 3.1431, grad_norm: 1.1210 2022-02-08 08:26:40,122 - mmaction - INFO - Epoch [49][340/940] lr: 4.000e-01, eta: 2 days, 23:04:20, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5637, loss_cls: 3.1906, loss: 3.1906, grad_norm: 1.1544 2022-02-08 08:27:03,559 - mmaction - INFO - Epoch [49][360/940] lr: 4.000e-01, eta: 2 days, 23:03:42, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5820, loss_cls: 3.1097, loss: 3.1097, grad_norm: 1.1177 2022-02-08 08:27:26,917 - mmaction - INFO - Epoch [49][380/940] lr: 4.000e-01, eta: 2 days, 23:03:03, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5658, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.1500 2022-02-08 08:27:50,402 - mmaction - INFO - Epoch [49][400/940] lr: 4.000e-01, eta: 2 days, 23:02:25, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5664, loss_cls: 3.1530, loss: 3.1530, grad_norm: 1.1423 2022-02-08 08:28:13,844 - mmaction - INFO - Epoch [49][420/940] lr: 4.000e-01, eta: 2 days, 23:01:47, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5645, loss_cls: 3.1286, loss: 3.1286, grad_norm: 1.1263 2022-02-08 08:28:37,320 - mmaction - INFO - Epoch [49][440/940] lr: 4.000e-01, eta: 2 days, 23:01:09, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5682, loss_cls: 3.1564, loss: 3.1564, grad_norm: 1.1424 2022-02-08 08:29:00,901 - mmaction - INFO - Epoch [49][460/940] lr: 4.000e-01, eta: 2 days, 23:00:32, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5846, loss_cls: 3.0589, loss: 3.0589, grad_norm: 1.1358 2022-02-08 08:29:24,313 - mmaction - INFO - Epoch [49][480/940] lr: 4.000e-01, eta: 2 days, 22:59:53, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5689, loss_cls: 3.1512, loss: 3.1512, grad_norm: 1.1757 2022-02-08 08:29:47,771 - mmaction - INFO - Epoch [49][500/940] lr: 4.000e-01, eta: 2 days, 22:59:15, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.3088, top5_acc: 0.5635, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.0990 2022-02-08 08:30:12,283 - mmaction - INFO - Epoch [49][520/940] lr: 4.000e-01, eta: 2 days, 22:58:42, time: 1.226, data_time: 0.058, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5691, loss_cls: 3.1582, loss: 3.1582, grad_norm: 1.1595 2022-02-08 08:30:35,773 - mmaction - INFO - Epoch [49][540/940] lr: 4.000e-01, eta: 2 days, 22:58:04, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5646, loss_cls: 3.1771, loss: 3.1771, grad_norm: 1.1515 2022-02-08 08:30:59,348 - mmaction - INFO - Epoch [49][560/940] lr: 4.000e-01, eta: 2 days, 22:57:27, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5727, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.1290 2022-02-08 08:31:22,808 - mmaction - INFO - Epoch [49][580/940] lr: 4.000e-01, eta: 2 days, 22:56:49, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5711, loss_cls: 3.1435, loss: 3.1435, grad_norm: 1.1665 2022-02-08 08:31:46,177 - mmaction - INFO - Epoch [49][600/940] lr: 4.000e-01, eta: 2 days, 22:56:11, time: 1.169, data_time: 0.045, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5705, loss_cls: 3.1618, loss: 3.1618, grad_norm: 1.1284 2022-02-08 08:32:09,529 - mmaction - INFO - Epoch [49][620/940] lr: 4.000e-01, eta: 2 days, 22:55:32, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5811, loss_cls: 3.1333, loss: 3.1333, grad_norm: 1.1377 2022-02-08 08:32:32,970 - mmaction - INFO - Epoch [49][640/940] lr: 4.000e-01, eta: 2 days, 22:54:54, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5734, loss_cls: 3.1503, loss: 3.1503, grad_norm: 1.1330 2022-02-08 08:32:56,483 - mmaction - INFO - Epoch [49][660/940] lr: 4.000e-01, eta: 2 days, 22:54:17, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5666, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.1555 2022-02-08 08:33:20,083 - mmaction - INFO - Epoch [49][680/940] lr: 4.000e-01, eta: 2 days, 22:53:39, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5621, loss_cls: 3.1681, loss: 3.1681, grad_norm: 1.1458 2022-02-08 08:33:43,599 - mmaction - INFO - Epoch [49][700/940] lr: 4.000e-01, eta: 2 days, 22:53:02, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5662, loss_cls: 3.1674, loss: 3.1674, grad_norm: 1.1354 2022-02-08 08:34:07,069 - mmaction - INFO - Epoch [49][720/940] lr: 4.000e-01, eta: 2 days, 22:52:24, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5586, loss_cls: 3.1859, loss: 3.1859, grad_norm: 1.1217 2022-02-08 08:34:30,644 - mmaction - INFO - Epoch [49][740/940] lr: 4.000e-01, eta: 2 days, 22:51:47, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5713, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.1065 2022-02-08 08:34:54,150 - mmaction - INFO - Epoch [49][760/940] lr: 4.000e-01, eta: 2 days, 22:51:09, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5793, loss_cls: 3.1183, loss: 3.1183, grad_norm: 1.1490 2022-02-08 08:35:17,803 - mmaction - INFO - Epoch [49][780/940] lr: 4.000e-01, eta: 2 days, 22:50:32, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5734, loss_cls: 3.1770, loss: 3.1770, grad_norm: 1.1580 2022-02-08 08:35:41,272 - mmaction - INFO - Epoch [49][800/940] lr: 4.000e-01, eta: 2 days, 22:49:54, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3061, top5_acc: 0.5670, loss_cls: 3.1863, loss: 3.1863, grad_norm: 1.1228 2022-02-08 08:36:04,687 - mmaction - INFO - Epoch [49][820/940] lr: 4.000e-01, eta: 2 days, 22:49:16, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5596, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.1467 2022-02-08 08:36:28,097 - mmaction - INFO - Epoch [49][840/940] lr: 4.000e-01, eta: 2 days, 22:48:38, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5834, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.1381 2022-02-08 08:36:51,540 - mmaction - INFO - Epoch [49][860/940] lr: 4.000e-01, eta: 2 days, 22:48:01, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5730, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.1344 2022-02-08 08:37:15,064 - mmaction - INFO - Epoch [49][880/940] lr: 4.000e-01, eta: 2 days, 22:47:23, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5635, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.1142 2022-02-08 08:37:38,482 - mmaction - INFO - Epoch [49][900/940] lr: 4.000e-01, eta: 2 days, 22:46:45, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5875, loss_cls: 3.1061, loss: 3.1061, grad_norm: 1.1239 2022-02-08 08:38:01,955 - mmaction - INFO - Epoch [49][920/940] lr: 4.000e-01, eta: 2 days, 22:46:08, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5783, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.1426 2022-02-08 08:38:24,252 - mmaction - INFO - Epoch [49][940/940] lr: 4.000e-01, eta: 2 days, 22:45:25, time: 1.115, data_time: 0.060, memory: 9497, top1_acc: 0.3200, top5_acc: 0.5710, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.1367 2022-02-08 08:41:04,236 - mmaction - INFO - Epoch [50][20/940] lr: 4.000e-01, eta: 2 days, 22:54:04, time: 7.760, data_time: 6.183, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5758, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.1358 2022-02-08 08:41:27,327 - mmaction - INFO - Epoch [50][40/940] lr: 4.000e-01, eta: 2 days, 22:53:24, time: 1.158, data_time: 0.047, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5760, loss_cls: 3.1199, loss: 3.1199, grad_norm: 1.1302 2022-02-08 08:41:50,533 - mmaction - INFO - Epoch [50][60/940] lr: 4.000e-01, eta: 2 days, 22:52:45, time: 1.161, data_time: 0.040, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5867, loss_cls: 3.0875, loss: 3.0875, grad_norm: 1.1239 2022-02-08 08:42:13,821 - mmaction - INFO - Epoch [50][80/940] lr: 4.000e-01, eta: 2 days, 22:52:07, time: 1.164, data_time: 0.045, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5826, loss_cls: 3.1087, loss: 3.1087, grad_norm: 1.1422 2022-02-08 08:42:37,117 - mmaction - INFO - Epoch [50][100/940] lr: 4.000e-01, eta: 2 days, 22:51:28, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5715, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.1459 2022-02-08 08:43:00,500 - mmaction - INFO - Epoch [50][120/940] lr: 4.000e-01, eta: 2 days, 22:50:50, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5801, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.1591 2022-02-08 08:43:23,964 - mmaction - INFO - Epoch [50][140/940] lr: 4.000e-01, eta: 2 days, 22:50:12, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5740, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.1508 2022-02-08 08:43:47,338 - mmaction - INFO - Epoch [50][160/940] lr: 4.000e-01, eta: 2 days, 22:49:34, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5680, loss_cls: 3.1701, loss: 3.1701, grad_norm: 1.1344 2022-02-08 08:44:10,783 - mmaction - INFO - Epoch [50][180/940] lr: 4.000e-01, eta: 2 days, 22:48:56, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5781, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.1258 2022-02-08 08:44:34,138 - mmaction - INFO - Epoch [50][200/940] lr: 4.000e-01, eta: 2 days, 22:48:17, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5723, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.1484 2022-02-08 08:44:57,427 - mmaction - INFO - Epoch [50][220/940] lr: 4.000e-01, eta: 2 days, 22:47:39, time: 1.164, data_time: 0.055, memory: 9497, top1_acc: 0.3049, top5_acc: 0.5592, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.1296 2022-02-08 08:45:20,884 - mmaction - INFO - Epoch [50][240/940] lr: 4.000e-01, eta: 2 days, 22:47:01, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5687, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.1423 2022-02-08 08:45:44,414 - mmaction - INFO - Epoch [50][260/940] lr: 4.000e-01, eta: 2 days, 22:46:23, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5711, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.1340 2022-02-08 08:46:07,956 - mmaction - INFO - Epoch [50][280/940] lr: 4.000e-01, eta: 2 days, 22:45:46, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5621, loss_cls: 3.1653, loss: 3.1653, grad_norm: 1.1417 2022-02-08 08:46:31,444 - mmaction - INFO - Epoch [50][300/940] lr: 4.000e-01, eta: 2 days, 22:45:08, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5879, loss_cls: 3.0900, loss: 3.0900, grad_norm: 1.1104 2022-02-08 08:46:54,992 - mmaction - INFO - Epoch [50][320/940] lr: 4.000e-01, eta: 2 days, 22:44:31, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5750, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.1381 2022-02-08 08:47:18,518 - mmaction - INFO - Epoch [50][340/940] lr: 4.000e-01, eta: 2 days, 22:43:53, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5785, loss_cls: 3.0987, loss: 3.0987, grad_norm: 1.1321 2022-02-08 08:47:42,043 - mmaction - INFO - Epoch [50][360/940] lr: 4.000e-01, eta: 2 days, 22:43:16, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5801, loss_cls: 3.0866, loss: 3.0866, grad_norm: 1.1503 2022-02-08 08:48:05,565 - mmaction - INFO - Epoch [50][380/940] lr: 4.000e-01, eta: 2 days, 22:42:38, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5748, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.1446 2022-02-08 08:48:29,051 - mmaction - INFO - Epoch [50][400/940] lr: 4.000e-01, eta: 2 days, 22:42:01, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5639, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.1579 2022-02-08 08:48:52,511 - mmaction - INFO - Epoch [50][420/940] lr: 4.000e-01, eta: 2 days, 22:41:23, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3053, top5_acc: 0.5541, loss_cls: 3.2098, loss: 3.2098, grad_norm: 1.1559 2022-02-08 08:49:15,974 - mmaction - INFO - Epoch [50][440/940] lr: 4.000e-01, eta: 2 days, 22:40:45, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5770, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.1324 2022-02-08 08:49:39,437 - mmaction - INFO - Epoch [50][460/940] lr: 4.000e-01, eta: 2 days, 22:40:08, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5680, loss_cls: 3.1339, loss: 3.1339, grad_norm: 1.1328 2022-02-08 08:50:02,878 - mmaction - INFO - Epoch [50][480/940] lr: 4.000e-01, eta: 2 days, 22:39:30, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5773, loss_cls: 3.0944, loss: 3.0944, grad_norm: 1.1266 2022-02-08 08:50:26,396 - mmaction - INFO - Epoch [50][500/940] lr: 4.000e-01, eta: 2 days, 22:38:52, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.2996, top5_acc: 0.5607, loss_cls: 3.1984, loss: 3.1984, grad_norm: 1.1310 2022-02-08 08:50:49,771 - mmaction - INFO - Epoch [50][520/940] lr: 4.000e-01, eta: 2 days, 22:38:15, time: 1.169, data_time: 0.063, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5734, loss_cls: 3.0942, loss: 3.0942, grad_norm: 1.1405 2022-02-08 08:51:13,362 - mmaction - INFO - Epoch [50][540/940] lr: 4.000e-01, eta: 2 days, 22:37:37, time: 1.179, data_time: 0.063, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5572, loss_cls: 3.1927, loss: 3.1927, grad_norm: 1.1351 2022-02-08 08:51:36,749 - mmaction - INFO - Epoch [50][560/940] lr: 4.000e-01, eta: 2 days, 22:36:59, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5691, loss_cls: 3.1306, loss: 3.1306, grad_norm: 1.1407 2022-02-08 08:52:00,396 - mmaction - INFO - Epoch [50][580/940] lr: 4.000e-01, eta: 2 days, 22:36:23, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5814, loss_cls: 3.1212, loss: 3.1212, grad_norm: 1.1454 2022-02-08 08:52:23,956 - mmaction - INFO - Epoch [50][600/940] lr: 4.000e-01, eta: 2 days, 22:35:45, time: 1.178, data_time: 0.063, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5660, loss_cls: 3.1502, loss: 3.1502, grad_norm: 1.1490 2022-02-08 08:52:47,361 - mmaction - INFO - Epoch [50][620/940] lr: 4.000e-01, eta: 2 days, 22:35:08, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5748, loss_cls: 3.1207, loss: 3.1207, grad_norm: 1.1350 2022-02-08 08:53:10,775 - mmaction - INFO - Epoch [50][640/940] lr: 4.000e-01, eta: 2 days, 22:34:30, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5676, loss_cls: 3.1675, loss: 3.1675, grad_norm: 1.1485 2022-02-08 08:53:34,314 - mmaction - INFO - Epoch [50][660/940] lr: 4.000e-01, eta: 2 days, 22:33:53, time: 1.177, data_time: 0.063, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5697, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.1087 2022-02-08 08:53:57,772 - mmaction - INFO - Epoch [50][680/940] lr: 4.000e-01, eta: 2 days, 22:33:15, time: 1.174, data_time: 0.064, memory: 9497, top1_acc: 0.3031, top5_acc: 0.5609, loss_cls: 3.1660, loss: 3.1660, grad_norm: 1.1526 2022-02-08 08:54:21,264 - mmaction - INFO - Epoch [50][700/940] lr: 4.000e-01, eta: 2 days, 22:32:38, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5701, loss_cls: 3.1674, loss: 3.1674, grad_norm: 1.1234 2022-02-08 08:54:44,682 - mmaction - INFO - Epoch [50][720/940] lr: 4.000e-01, eta: 2 days, 22:32:00, time: 1.171, data_time: 0.061, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5697, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.1460 2022-02-08 08:55:08,241 - mmaction - INFO - Epoch [50][740/940] lr: 4.000e-01, eta: 2 days, 22:31:23, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5746, loss_cls: 3.1132, loss: 3.1132, grad_norm: 1.1513 2022-02-08 08:55:31,696 - mmaction - INFO - Epoch [50][760/940] lr: 4.000e-01, eta: 2 days, 22:30:45, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5660, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.1618 2022-02-08 08:55:55,195 - mmaction - INFO - Epoch [50][780/940] lr: 4.000e-01, eta: 2 days, 22:30:08, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5740, loss_cls: 3.1671, loss: 3.1671, grad_norm: 1.1400 2022-02-08 08:56:18,558 - mmaction - INFO - Epoch [50][800/940] lr: 4.000e-01, eta: 2 days, 22:29:30, time: 1.168, data_time: 0.061, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5637, loss_cls: 3.1876, loss: 3.1876, grad_norm: 1.1169 2022-02-08 08:56:42,080 - mmaction - INFO - Epoch [50][820/940] lr: 4.000e-01, eta: 2 days, 22:28:53, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5730, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.1130 2022-02-08 08:57:05,619 - mmaction - INFO - Epoch [50][840/940] lr: 4.000e-01, eta: 2 days, 22:28:16, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5770, loss_cls: 3.1079, loss: 3.1079, grad_norm: 1.1537 2022-02-08 08:57:29,167 - mmaction - INFO - Epoch [50][860/940] lr: 4.000e-01, eta: 2 days, 22:27:38, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5697, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.1123 2022-02-08 08:57:52,673 - mmaction - INFO - Epoch [50][880/940] lr: 4.000e-01, eta: 2 days, 22:27:01, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3131, top5_acc: 0.5578, loss_cls: 3.1880, loss: 3.1880, grad_norm: 1.1177 2022-02-08 08:58:16,214 - mmaction - INFO - Epoch [50][900/940] lr: 4.000e-01, eta: 2 days, 22:26:24, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5705, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.1234 2022-02-08 08:58:39,511 - mmaction - INFO - Epoch [50][920/940] lr: 4.000e-01, eta: 2 days, 22:25:46, time: 1.165, data_time: 0.061, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5691, loss_cls: 3.1758, loss: 3.1758, grad_norm: 1.1307 2022-02-08 08:59:01,817 - mmaction - INFO - Epoch [50][940/940] lr: 4.000e-01, eta: 2 days, 22:25:04, time: 1.116, data_time: 0.060, memory: 9497, top1_acc: 0.3151, top5_acc: 0.5639, loss_cls: 3.1446, loss: 3.1446, grad_norm: 1.1430 2022-02-08 08:59:08,083 - mmaction - INFO - Saving checkpoint at 50 epochs 2022-02-08 09:02:17,772 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 09:02:18,719 - mmaction - INFO - top1_acc 0.2634 top5_acc 0.5227 2022-02-08 09:02:18,719 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 09:02:18,871 - mmaction - INFO - mean_acc 0.2633 2022-02-08 09:02:18,879 - mmaction - INFO - Epoch(val) [50][78] top1_acc: 0.2634, top5_acc: 0.5227, mean_class_accuracy: 0.2633 2022-02-08 09:04:45,012 - mmaction - INFO - Epoch [51][20/940] lr: 4.000e-01, eta: 2 days, 22:32:51, time: 7.301, data_time: 5.653, memory: 9497, top1_acc: 0.3178, top5_acc: 0.5789, loss_cls: 3.1061, loss: 3.1061, grad_norm: 1.1393 2022-02-08 09:05:08,029 - mmaction - INFO - Epoch [51][40/940] lr: 4.000e-01, eta: 2 days, 22:32:12, time: 1.153, data_time: 0.046, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5762, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.1495 2022-02-08 09:05:31,068 - mmaction - INFO - Epoch [51][60/940] lr: 4.000e-01, eta: 2 days, 22:31:32, time: 1.152, data_time: 0.044, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5768, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.1092 2022-02-08 09:05:54,128 - mmaction - INFO - Epoch [51][80/940] lr: 4.000e-01, eta: 2 days, 22:30:53, time: 1.153, data_time: 0.041, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5820, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.1611 2022-02-08 09:06:17,331 - mmaction - INFO - Epoch [51][100/940] lr: 4.000e-01, eta: 2 days, 22:30:15, time: 1.160, data_time: 0.048, memory: 9497, top1_acc: 0.3383, top5_acc: 0.5895, loss_cls: 3.0277, loss: 3.0277, grad_norm: 1.1525 2022-02-08 09:06:40,516 - mmaction - INFO - Epoch [51][120/940] lr: 4.000e-01, eta: 2 days, 22:29:36, time: 1.159, data_time: 0.048, memory: 9497, top1_acc: 0.3357, top5_acc: 0.5758, loss_cls: 3.1010, loss: 3.1010, grad_norm: 1.1508 2022-02-08 09:07:03,833 - mmaction - INFO - Epoch [51][140/940] lr: 4.000e-01, eta: 2 days, 22:28:58, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5779, loss_cls: 3.1129, loss: 3.1129, grad_norm: 1.1480 2022-02-08 09:07:27,165 - mmaction - INFO - Epoch [51][160/940] lr: 4.000e-01, eta: 2 days, 22:28:20, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5666, loss_cls: 3.1654, loss: 3.1654, grad_norm: 1.1474 2022-02-08 09:07:50,516 - mmaction - INFO - Epoch [51][180/940] lr: 4.000e-01, eta: 2 days, 22:27:42, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5703, loss_cls: 3.0852, loss: 3.0852, grad_norm: 1.1359 2022-02-08 09:08:13,817 - mmaction - INFO - Epoch [51][200/940] lr: 4.000e-01, eta: 2 days, 22:27:03, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5742, loss_cls: 3.1069, loss: 3.1069, grad_norm: 1.1298 2022-02-08 09:08:37,569 - mmaction - INFO - Epoch [51][220/940] lr: 4.000e-01, eta: 2 days, 22:26:27, time: 1.188, data_time: 0.056, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5723, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.1377 2022-02-08 09:09:00,950 - mmaction - INFO - Epoch [51][240/940] lr: 4.000e-01, eta: 2 days, 22:25:49, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5613, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.1323 2022-02-08 09:09:24,330 - mmaction - INFO - Epoch [51][260/940] lr: 4.000e-01, eta: 2 days, 22:25:11, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5797, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.1319 2022-02-08 09:09:47,791 - mmaction - INFO - Epoch [51][280/940] lr: 4.000e-01, eta: 2 days, 22:24:34, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5625, loss_cls: 3.1677, loss: 3.1677, grad_norm: 1.1343 2022-02-08 09:10:11,109 - mmaction - INFO - Epoch [51][300/940] lr: 4.000e-01, eta: 2 days, 22:23:56, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5738, loss_cls: 3.1286, loss: 3.1286, grad_norm: 1.1374 2022-02-08 09:10:34,563 - mmaction - INFO - Epoch [51][320/940] lr: 4.000e-01, eta: 2 days, 22:23:18, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5846, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.1513 2022-02-08 09:10:58,016 - mmaction - INFO - Epoch [51][340/940] lr: 4.000e-01, eta: 2 days, 22:22:41, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5768, loss_cls: 3.1055, loss: 3.1055, grad_norm: 1.1319 2022-02-08 09:11:21,380 - mmaction - INFO - Epoch [51][360/940] lr: 4.000e-01, eta: 2 days, 22:22:03, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.3045, top5_acc: 0.5557, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.1707 2022-02-08 09:11:44,888 - mmaction - INFO - Epoch [51][380/940] lr: 4.000e-01, eta: 2 days, 22:21:26, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5791, loss_cls: 3.0890, loss: 3.0890, grad_norm: 1.0912 2022-02-08 09:12:08,344 - mmaction - INFO - Epoch [51][400/940] lr: 4.000e-01, eta: 2 days, 22:20:48, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5744, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.1514 2022-02-08 09:12:31,962 - mmaction - INFO - Epoch [51][420/940] lr: 4.000e-01, eta: 2 days, 22:20:11, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5754, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.1248 2022-02-08 09:12:55,506 - mmaction - INFO - Epoch [51][440/940] lr: 4.000e-01, eta: 2 days, 22:19:34, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5711, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.1508 2022-02-08 09:13:18,984 - mmaction - INFO - Epoch [51][460/940] lr: 4.000e-01, eta: 2 days, 22:18:57, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5721, loss_cls: 3.0918, loss: 3.0918, grad_norm: 1.1270 2022-02-08 09:13:42,485 - mmaction - INFO - Epoch [51][480/940] lr: 4.000e-01, eta: 2 days, 22:18:20, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5760, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.1479 2022-02-08 09:14:05,854 - mmaction - INFO - Epoch [51][500/940] lr: 4.000e-01, eta: 2 days, 22:17:42, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5729, loss_cls: 3.1162, loss: 3.1162, grad_norm: 1.1375 2022-02-08 09:14:29,464 - mmaction - INFO - Epoch [51][520/940] lr: 4.000e-01, eta: 2 days, 22:17:05, time: 1.181, data_time: 0.048, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5758, loss_cls: 3.1279, loss: 3.1279, grad_norm: 1.1712 2022-02-08 09:14:53,002 - mmaction - INFO - Epoch [51][540/940] lr: 4.000e-01, eta: 2 days, 22:16:28, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5727, loss_cls: 3.1639, loss: 3.1639, grad_norm: 1.1274 2022-02-08 09:15:16,491 - mmaction - INFO - Epoch [51][560/940] lr: 4.000e-01, eta: 2 days, 22:15:51, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5707, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.1266 2022-02-08 09:15:40,041 - mmaction - INFO - Epoch [51][580/940] lr: 4.000e-01, eta: 2 days, 22:15:14, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5697, loss_cls: 3.1526, loss: 3.1526, grad_norm: 1.1447 2022-02-08 09:16:03,503 - mmaction - INFO - Epoch [51][600/940] lr: 4.000e-01, eta: 2 days, 22:14:37, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5754, loss_cls: 3.1271, loss: 3.1271, grad_norm: 1.1360 2022-02-08 09:16:27,265 - mmaction - INFO - Epoch [51][620/940] lr: 4.000e-01, eta: 2 days, 22:14:01, time: 1.188, data_time: 0.059, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5766, loss_cls: 3.0997, loss: 3.0997, grad_norm: 1.1276 2022-02-08 09:16:50,755 - mmaction - INFO - Epoch [51][640/940] lr: 4.000e-01, eta: 2 days, 22:13:24, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5771, loss_cls: 3.1345, loss: 3.1345, grad_norm: 1.1261 2022-02-08 09:17:14,243 - mmaction - INFO - Epoch [51][660/940] lr: 4.000e-01, eta: 2 days, 22:12:46, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5705, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.1392 2022-02-08 09:17:37,561 - mmaction - INFO - Epoch [51][680/940] lr: 4.000e-01, eta: 2 days, 22:12:09, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5719, loss_cls: 3.1282, loss: 3.1282, grad_norm: 1.1647 2022-02-08 09:18:01,182 - mmaction - INFO - Epoch [51][700/940] lr: 4.000e-01, eta: 2 days, 22:11:32, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.3156, top5_acc: 0.5588, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.1374 2022-02-08 09:18:24,617 - mmaction - INFO - Epoch [51][720/940] lr: 4.000e-01, eta: 2 days, 22:10:55, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5627, loss_cls: 3.1704, loss: 3.1704, grad_norm: 1.1315 2022-02-08 09:18:48,015 - mmaction - INFO - Epoch [51][740/940] lr: 4.000e-01, eta: 2 days, 22:10:17, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5771, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.1374 2022-02-08 09:19:11,461 - mmaction - INFO - Epoch [51][760/940] lr: 4.000e-01, eta: 2 days, 22:09:40, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5740, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.1479 2022-02-08 09:19:34,796 - mmaction - INFO - Epoch [51][780/940] lr: 4.000e-01, eta: 2 days, 22:09:02, time: 1.167, data_time: 0.055, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5697, loss_cls: 3.1462, loss: 3.1462, grad_norm: 1.1427 2022-02-08 09:19:58,261 - mmaction - INFO - Epoch [51][800/940] lr: 4.000e-01, eta: 2 days, 22:08:25, time: 1.173, data_time: 0.046, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5797, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.1283 2022-02-08 09:20:21,829 - mmaction - INFO - Epoch [51][820/940] lr: 4.000e-01, eta: 2 days, 22:07:48, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5713, loss_cls: 3.1437, loss: 3.1437, grad_norm: 1.1430 2022-02-08 09:20:45,366 - mmaction - INFO - Epoch [51][840/940] lr: 4.000e-01, eta: 2 days, 22:07:11, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5613, loss_cls: 3.1615, loss: 3.1615, grad_norm: 1.1313 2022-02-08 09:21:08,807 - mmaction - INFO - Epoch [51][860/940] lr: 4.000e-01, eta: 2 days, 22:06:34, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5723, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.1208 2022-02-08 09:21:32,255 - mmaction - INFO - Epoch [51][880/940] lr: 4.000e-01, eta: 2 days, 22:05:57, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5775, loss_cls: 3.1231, loss: 3.1231, grad_norm: 1.1386 2022-02-08 09:21:55,757 - mmaction - INFO - Epoch [51][900/940] lr: 4.000e-01, eta: 2 days, 22:05:20, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5770, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.1715 2022-02-08 09:22:19,263 - mmaction - INFO - Epoch [51][920/940] lr: 4.000e-01, eta: 2 days, 22:04:43, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5727, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.1434 2022-02-08 09:22:41,496 - mmaction - INFO - Epoch [51][940/940] lr: 4.000e-01, eta: 2 days, 22:04:01, time: 1.112, data_time: 0.056, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5676, loss_cls: 3.1607, loss: 3.1607, grad_norm: 1.1421 2022-02-08 09:25:30,681 - mmaction - INFO - Epoch [52][20/940] lr: 4.000e-01, eta: 2 days, 22:12:52, time: 8.245, data_time: 6.793, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5809, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.1435 2022-02-08 09:25:53,873 - mmaction - INFO - Epoch [52][40/940] lr: 4.000e-01, eta: 2 days, 22:12:14, time: 1.160, data_time: 0.047, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5725, loss_cls: 3.1493, loss: 3.1493, grad_norm: 1.1623 2022-02-08 09:26:17,068 - mmaction - INFO - Epoch [52][60/940] lr: 4.000e-01, eta: 2 days, 22:11:35, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.3178, top5_acc: 0.5680, loss_cls: 3.1462, loss: 3.1462, grad_norm: 1.1366 2022-02-08 09:26:40,405 - mmaction - INFO - Epoch [52][80/940] lr: 4.000e-01, eta: 2 days, 22:10:57, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5797, loss_cls: 3.0744, loss: 3.0744, grad_norm: 1.1643 2022-02-08 09:27:03,682 - mmaction - INFO - Epoch [52][100/940] lr: 4.000e-01, eta: 2 days, 22:10:19, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5750, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.1524 2022-02-08 09:27:26,977 - mmaction - INFO - Epoch [52][120/940] lr: 4.000e-01, eta: 2 days, 22:09:41, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5721, loss_cls: 3.1506, loss: 3.1506, grad_norm: 1.1182 2022-02-08 09:27:50,303 - mmaction - INFO - Epoch [52][140/940] lr: 4.000e-01, eta: 2 days, 22:09:03, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5588, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.1475 2022-02-08 09:28:13,617 - mmaction - INFO - Epoch [52][160/940] lr: 4.000e-01, eta: 2 days, 22:08:25, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5646, loss_cls: 3.1805, loss: 3.1805, grad_norm: 1.1501 2022-02-08 09:28:37,002 - mmaction - INFO - Epoch [52][180/940] lr: 4.000e-01, eta: 2 days, 22:07:48, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5820, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.1384 2022-02-08 09:29:00,387 - mmaction - INFO - Epoch [52][200/940] lr: 4.000e-01, eta: 2 days, 22:07:10, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5734, loss_cls: 3.1350, loss: 3.1350, grad_norm: 1.1322 2022-02-08 09:29:23,812 - mmaction - INFO - Epoch [52][220/940] lr: 4.000e-01, eta: 2 days, 22:06:33, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5793, loss_cls: 3.0944, loss: 3.0944, grad_norm: 1.1345 2022-02-08 09:29:47,259 - mmaction - INFO - Epoch [52][240/940] lr: 4.000e-01, eta: 2 days, 22:05:55, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5740, loss_cls: 3.1395, loss: 3.1395, grad_norm: 1.1508 2022-02-08 09:30:12,486 - mmaction - INFO - Epoch [52][260/940] lr: 4.000e-01, eta: 2 days, 22:05:25, time: 1.261, data_time: 0.055, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5734, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.1296 2022-02-08 09:30:36,039 - mmaction - INFO - Epoch [52][280/940] lr: 4.000e-01, eta: 2 days, 22:04:48, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5770, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.1292 2022-02-08 09:30:59,519 - mmaction - INFO - Epoch [52][300/940] lr: 4.000e-01, eta: 2 days, 22:04:11, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5730, loss_cls: 3.1175, loss: 3.1175, grad_norm: 1.1298 2022-02-08 09:31:22,961 - mmaction - INFO - Epoch [52][320/940] lr: 4.000e-01, eta: 2 days, 22:03:34, time: 1.172, data_time: 0.062, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5764, loss_cls: 3.1272, loss: 3.1272, grad_norm: 1.1502 2022-02-08 09:31:46,401 - mmaction - INFO - Epoch [52][340/940] lr: 4.000e-01, eta: 2 days, 22:02:57, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5627, loss_cls: 3.1813, loss: 3.1813, grad_norm: 1.1323 2022-02-08 09:32:09,925 - mmaction - INFO - Epoch [52][360/940] lr: 4.000e-01, eta: 2 days, 22:02:20, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5754, loss_cls: 3.1473, loss: 3.1473, grad_norm: 1.1355 2022-02-08 09:32:33,367 - mmaction - INFO - Epoch [52][380/940] lr: 4.000e-01, eta: 2 days, 22:01:42, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5801, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.1303 2022-02-08 09:32:56,822 - mmaction - INFO - Epoch [52][400/940] lr: 4.000e-01, eta: 2 days, 22:01:05, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5762, loss_cls: 3.0677, loss: 3.0677, grad_norm: 1.1611 2022-02-08 09:33:20,295 - mmaction - INFO - Epoch [52][420/940] lr: 4.000e-01, eta: 2 days, 22:00:28, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5652, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.1471 2022-02-08 09:33:43,836 - mmaction - INFO - Epoch [52][440/940] lr: 4.000e-01, eta: 2 days, 21:59:51, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5721, loss_cls: 3.1506, loss: 3.1506, grad_norm: 1.1316 2022-02-08 09:34:07,289 - mmaction - INFO - Epoch [52][460/940] lr: 4.000e-01, eta: 2 days, 21:59:14, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5785, loss_cls: 3.1404, loss: 3.1404, grad_norm: 1.1270 2022-02-08 09:34:30,814 - mmaction - INFO - Epoch [52][480/940] lr: 4.000e-01, eta: 2 days, 21:58:37, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5752, loss_cls: 3.1382, loss: 3.1382, grad_norm: 1.1501 2022-02-08 09:34:54,317 - mmaction - INFO - Epoch [52][500/940] lr: 4.000e-01, eta: 2 days, 21:58:00, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5664, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.1006 2022-02-08 09:35:17,823 - mmaction - INFO - Epoch [52][520/940] lr: 4.000e-01, eta: 2 days, 21:57:23, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5816, loss_cls: 3.0867, loss: 3.0867, grad_norm: 1.1358 2022-02-08 09:35:41,319 - mmaction - INFO - Epoch [52][540/940] lr: 4.000e-01, eta: 2 days, 21:56:46, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5781, loss_cls: 3.1206, loss: 3.1206, grad_norm: 1.1198 2022-02-08 09:36:04,828 - mmaction - INFO - Epoch [52][560/940] lr: 4.000e-01, eta: 2 days, 21:56:09, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3178, top5_acc: 0.5666, loss_cls: 3.1365, loss: 3.1365, grad_norm: 1.1371 2022-02-08 09:36:28,330 - mmaction - INFO - Epoch [52][580/940] lr: 4.000e-01, eta: 2 days, 21:55:32, time: 1.175, data_time: 0.064, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5770, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.1363 2022-02-08 09:36:51,799 - mmaction - INFO - Epoch [52][600/940] lr: 4.000e-01, eta: 2 days, 21:54:55, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5793, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.1182 2022-02-08 09:37:15,230 - mmaction - INFO - Epoch [52][620/940] lr: 4.000e-01, eta: 2 days, 21:54:18, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5682, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.1404 2022-02-08 09:37:38,653 - mmaction - INFO - Epoch [52][640/940] lr: 4.000e-01, eta: 2 days, 21:53:41, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.3299, top5_acc: 0.5908, loss_cls: 3.0614, loss: 3.0614, grad_norm: 1.1241 2022-02-08 09:38:02,151 - mmaction - INFO - Epoch [52][660/940] lr: 4.000e-01, eta: 2 days, 21:53:04, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5631, loss_cls: 3.1657, loss: 3.1657, grad_norm: 1.1448 2022-02-08 09:38:25,628 - mmaction - INFO - Epoch [52][680/940] lr: 4.000e-01, eta: 2 days, 21:52:27, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5723, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.1506 2022-02-08 09:38:49,152 - mmaction - INFO - Epoch [52][700/940] lr: 4.000e-01, eta: 2 days, 21:51:50, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5805, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.1654 2022-02-08 09:39:12,620 - mmaction - INFO - Epoch [52][720/940] lr: 4.000e-01, eta: 2 days, 21:51:13, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5795, loss_cls: 3.1199, loss: 3.1199, grad_norm: 1.1502 2022-02-08 09:39:36,093 - mmaction - INFO - Epoch [52][740/940] lr: 4.000e-01, eta: 2 days, 21:50:37, time: 1.174, data_time: 0.063, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5705, loss_cls: 3.1288, loss: 3.1288, grad_norm: 1.1520 2022-02-08 09:39:59,594 - mmaction - INFO - Epoch [52][760/940] lr: 4.000e-01, eta: 2 days, 21:50:00, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.3096, top5_acc: 0.5596, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.1279 2022-02-08 09:40:23,036 - mmaction - INFO - Epoch [52][780/940] lr: 4.000e-01, eta: 2 days, 21:49:23, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5752, loss_cls: 3.1405, loss: 3.1405, grad_norm: 1.1501 2022-02-08 09:40:46,521 - mmaction - INFO - Epoch [52][800/940] lr: 4.000e-01, eta: 2 days, 21:48:46, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5689, loss_cls: 3.1598, loss: 3.1598, grad_norm: 1.1353 2022-02-08 09:41:09,986 - mmaction - INFO - Epoch [52][820/940] lr: 4.000e-01, eta: 2 days, 21:48:09, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5854, loss_cls: 3.0886, loss: 3.0886, grad_norm: 1.1288 2022-02-08 09:41:33,476 - mmaction - INFO - Epoch [52][840/940] lr: 4.000e-01, eta: 2 days, 21:47:32, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5750, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.1362 2022-02-08 09:41:56,953 - mmaction - INFO - Epoch [52][860/940] lr: 4.000e-01, eta: 2 days, 21:46:55, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5662, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.1447 2022-02-08 09:42:20,408 - mmaction - INFO - Epoch [52][880/940] lr: 4.000e-01, eta: 2 days, 21:46:18, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5705, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.1504 2022-02-08 09:42:43,876 - mmaction - INFO - Epoch [52][900/940] lr: 4.000e-01, eta: 2 days, 21:45:41, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.1442 2022-02-08 09:43:07,356 - mmaction - INFO - Epoch [52][920/940] lr: 4.000e-01, eta: 2 days, 21:45:05, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3068, top5_acc: 0.5686, loss_cls: 3.1697, loss: 3.1697, grad_norm: 1.1469 2022-02-08 09:43:29,717 - mmaction - INFO - Epoch [52][940/940] lr: 4.000e-01, eta: 2 days, 21:44:23, time: 1.118, data_time: 0.063, memory: 9497, top1_acc: 0.3220, top5_acc: 0.5613, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.1273 2022-02-08 09:46:03,697 - mmaction - INFO - Epoch [53][20/940] lr: 4.000e-01, eta: 2 days, 21:52:06, time: 7.541, data_time: 6.397, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5691, loss_cls: 3.1473, loss: 3.1473, grad_norm: 1.1715 2022-02-08 09:46:26,816 - mmaction - INFO - Epoch [53][40/940] lr: 4.000e-01, eta: 2 days, 21:51:27, time: 1.156, data_time: 0.051, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5660, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.1381 2022-02-08 09:46:49,903 - mmaction - INFO - Epoch [53][60/940] lr: 4.000e-01, eta: 2 days, 21:50:49, time: 1.154, data_time: 0.045, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5680, loss_cls: 3.1337, loss: 3.1337, grad_norm: 1.1326 2022-02-08 09:47:13,149 - mmaction - INFO - Epoch [53][80/940] lr: 4.000e-01, eta: 2 days, 21:50:11, time: 1.162, data_time: 0.045, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5811, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.1469 2022-02-08 09:47:36,432 - mmaction - INFO - Epoch [53][100/940] lr: 4.000e-01, eta: 2 days, 21:49:33, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5756, loss_cls: 3.1144, loss: 3.1144, grad_norm: 1.1360 2022-02-08 09:47:59,714 - mmaction - INFO - Epoch [53][120/940] lr: 4.000e-01, eta: 2 days, 21:48:55, time: 1.165, data_time: 0.052, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5811, loss_cls: 3.1043, loss: 3.1043, grad_norm: 1.1220 2022-02-08 09:48:23,190 - mmaction - INFO - Epoch [53][140/940] lr: 4.000e-01, eta: 2 days, 21:48:18, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5754, loss_cls: 3.0994, loss: 3.0994, grad_norm: 1.1706 2022-02-08 09:48:46,502 - mmaction - INFO - Epoch [53][160/940] lr: 4.000e-01, eta: 2 days, 21:47:41, time: 1.165, data_time: 0.052, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5693, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.1428 2022-02-08 09:49:10,013 - mmaction - INFO - Epoch [53][180/940] lr: 4.000e-01, eta: 2 days, 21:47:04, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5635, loss_cls: 3.1561, loss: 3.1561, grad_norm: 1.1397 2022-02-08 09:49:33,323 - mmaction - INFO - Epoch [53][200/940] lr: 4.000e-01, eta: 2 days, 21:46:26, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5791, loss_cls: 3.1195, loss: 3.1195, grad_norm: 1.1309 2022-02-08 09:49:56,668 - mmaction - INFO - Epoch [53][220/940] lr: 4.000e-01, eta: 2 days, 21:45:49, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5727, loss_cls: 3.1334, loss: 3.1334, grad_norm: 1.1261 2022-02-08 09:50:20,123 - mmaction - INFO - Epoch [53][240/940] lr: 4.000e-01, eta: 2 days, 21:45:12, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5676, loss_cls: 3.1343, loss: 3.1343, grad_norm: 1.1258 2022-02-08 09:50:43,488 - mmaction - INFO - Epoch [53][260/940] lr: 4.000e-01, eta: 2 days, 21:44:35, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5752, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.1486 2022-02-08 09:51:06,823 - mmaction - INFO - Epoch [53][280/940] lr: 4.000e-01, eta: 2 days, 21:43:57, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5762, loss_cls: 3.1268, loss: 3.1268, grad_norm: 1.1551 2022-02-08 09:51:30,070 - mmaction - INFO - Epoch [53][300/940] lr: 4.000e-01, eta: 2 days, 21:43:19, time: 1.163, data_time: 0.048, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5748, loss_cls: 3.0841, loss: 3.0841, grad_norm: 1.1426 2022-02-08 09:51:53,521 - mmaction - INFO - Epoch [53][320/940] lr: 4.000e-01, eta: 2 days, 21:42:42, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5750, loss_cls: 3.1208, loss: 3.1208, grad_norm: 1.1455 2022-02-08 09:52:16,933 - mmaction - INFO - Epoch [53][340/940] lr: 4.000e-01, eta: 2 days, 21:42:05, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5773, loss_cls: 3.1022, loss: 3.1022, grad_norm: 1.1436 2022-02-08 09:52:40,338 - mmaction - INFO - Epoch [53][360/940] lr: 4.000e-01, eta: 2 days, 21:41:28, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5746, loss_cls: 3.1173, loss: 3.1173, grad_norm: 1.1474 2022-02-08 09:53:03,659 - mmaction - INFO - Epoch [53][380/940] lr: 4.000e-01, eta: 2 days, 21:40:51, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5750, loss_cls: 3.1494, loss: 3.1494, grad_norm: 1.1466 2022-02-08 09:53:27,055 - mmaction - INFO - Epoch [53][400/940] lr: 4.000e-01, eta: 2 days, 21:40:13, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5725, loss_cls: 3.1583, loss: 3.1583, grad_norm: 1.1388 2022-02-08 09:53:50,375 - mmaction - INFO - Epoch [53][420/940] lr: 4.000e-01, eta: 2 days, 21:39:36, time: 1.166, data_time: 0.059, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5732, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.1231 2022-02-08 09:54:13,758 - mmaction - INFO - Epoch [53][440/940] lr: 4.000e-01, eta: 2 days, 21:38:59, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5779, loss_cls: 3.0875, loss: 3.0875, grad_norm: 1.1398 2022-02-08 09:54:37,113 - mmaction - INFO - Epoch [53][460/940] lr: 4.000e-01, eta: 2 days, 21:38:21, time: 1.168, data_time: 0.060, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5674, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.1598 2022-02-08 09:55:00,561 - mmaction - INFO - Epoch [53][480/940] lr: 4.000e-01, eta: 2 days, 21:37:45, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5691, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.0966 2022-02-08 09:55:23,999 - mmaction - INFO - Epoch [53][500/940] lr: 4.000e-01, eta: 2 days, 21:37:08, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5770, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.1292 2022-02-08 09:55:47,402 - mmaction - INFO - Epoch [53][520/940] lr: 4.000e-01, eta: 2 days, 21:36:30, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5734, loss_cls: 3.1511, loss: 3.1511, grad_norm: 1.1429 2022-02-08 09:56:10,899 - mmaction - INFO - Epoch [53][540/940] lr: 4.000e-01, eta: 2 days, 21:35:54, time: 1.175, data_time: 0.065, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5615, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.1302 2022-02-08 09:56:34,363 - mmaction - INFO - Epoch [53][560/940] lr: 4.000e-01, eta: 2 days, 21:35:17, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5713, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.1161 2022-02-08 09:56:57,883 - mmaction - INFO - Epoch [53][580/940] lr: 4.000e-01, eta: 2 days, 21:34:40, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5637, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.1300 2022-02-08 09:57:21,284 - mmaction - INFO - Epoch [53][600/940] lr: 4.000e-01, eta: 2 days, 21:34:03, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5719, loss_cls: 3.1199, loss: 3.1199, grad_norm: 1.1386 2022-02-08 09:57:44,725 - mmaction - INFO - Epoch [53][620/940] lr: 4.000e-01, eta: 2 days, 21:33:26, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5682, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.1305 2022-02-08 09:58:08,167 - mmaction - INFO - Epoch [53][640/940] lr: 4.000e-01, eta: 2 days, 21:32:50, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5664, loss_cls: 3.1600, loss: 3.1600, grad_norm: 1.1556 2022-02-08 09:58:31,638 - mmaction - INFO - Epoch [53][660/940] lr: 4.000e-01, eta: 2 days, 21:32:13, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5631, loss_cls: 3.1661, loss: 3.1661, grad_norm: 1.1274 2022-02-08 09:58:55,135 - mmaction - INFO - Epoch [53][680/940] lr: 4.000e-01, eta: 2 days, 21:31:36, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5756, loss_cls: 3.0961, loss: 3.0961, grad_norm: 1.1297 2022-02-08 09:59:18,598 - mmaction - INFO - Epoch [53][700/940] lr: 4.000e-01, eta: 2 days, 21:31:00, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5646, loss_cls: 3.1836, loss: 3.1836, grad_norm: 1.1428 2022-02-08 09:59:42,118 - mmaction - INFO - Epoch [53][720/940] lr: 4.000e-01, eta: 2 days, 21:30:23, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5695, loss_cls: 3.1410, loss: 3.1410, grad_norm: 1.1289 2022-02-08 10:00:05,542 - mmaction - INFO - Epoch [53][740/940] lr: 4.000e-01, eta: 2 days, 21:29:46, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5805, loss_cls: 3.0772, loss: 3.0772, grad_norm: 1.1424 2022-02-08 10:00:28,942 - mmaction - INFO - Epoch [53][760/940] lr: 4.000e-01, eta: 2 days, 21:29:09, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5670, loss_cls: 3.1657, loss: 3.1657, grad_norm: 1.1255 2022-02-08 10:00:52,298 - mmaction - INFO - Epoch [53][780/940] lr: 4.000e-01, eta: 2 days, 21:28:32, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5732, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.1392 2022-02-08 10:01:15,810 - mmaction - INFO - Epoch [53][800/940] lr: 4.000e-01, eta: 2 days, 21:27:56, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5656, loss_cls: 3.1871, loss: 3.1871, grad_norm: 1.1203 2022-02-08 10:01:39,255 - mmaction - INFO - Epoch [53][820/940] lr: 4.000e-01, eta: 2 days, 21:27:19, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3039, top5_acc: 0.5643, loss_cls: 3.1811, loss: 3.1811, grad_norm: 1.1351 2022-02-08 10:02:02,657 - mmaction - INFO - Epoch [53][840/940] lr: 4.000e-01, eta: 2 days, 21:26:42, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5754, loss_cls: 3.1393, loss: 3.1393, grad_norm: 1.1658 2022-02-08 10:02:26,255 - mmaction - INFO - Epoch [53][860/940] lr: 4.000e-01, eta: 2 days, 21:26:06, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5695, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.1210 2022-02-08 10:02:49,761 - mmaction - INFO - Epoch [53][880/940] lr: 4.000e-01, eta: 2 days, 21:25:29, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5629, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.1399 2022-02-08 10:03:13,233 - mmaction - INFO - Epoch [53][900/940] lr: 4.000e-01, eta: 2 days, 21:24:53, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5719, loss_cls: 3.1688, loss: 3.1688, grad_norm: 1.1436 2022-02-08 10:03:36,758 - mmaction - INFO - Epoch [53][920/940] lr: 4.000e-01, eta: 2 days, 21:24:16, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3332, top5_acc: 0.5850, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.1035 2022-02-08 10:03:59,006 - mmaction - INFO - Epoch [53][940/940] lr: 4.000e-01, eta: 2 days, 21:23:35, time: 1.112, data_time: 0.055, memory: 9497, top1_acc: 0.3226, top5_acc: 0.5696, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.1508 2022-02-08 10:06:31,693 - mmaction - INFO - Epoch [54][20/940] lr: 4.000e-01, eta: 2 days, 21:31:02, time: 7.491, data_time: 5.997, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5705, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.1677 2022-02-08 10:06:54,786 - mmaction - INFO - Epoch [54][40/940] lr: 4.000e-01, eta: 2 days, 21:30:24, time: 1.156, data_time: 0.050, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5813, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.1571 2022-02-08 10:07:18,236 - mmaction - INFO - Epoch [54][60/940] lr: 4.000e-01, eta: 2 days, 21:29:47, time: 1.172, data_time: 0.042, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5875, loss_cls: 3.0763, loss: 3.0763, grad_norm: 1.1364 2022-02-08 10:07:41,311 - mmaction - INFO - Epoch [54][80/940] lr: 4.000e-01, eta: 2 days, 21:29:09, time: 1.154, data_time: 0.051, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5734, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.1356 2022-02-08 10:08:04,589 - mmaction - INFO - Epoch [54][100/940] lr: 4.000e-01, eta: 2 days, 21:28:31, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5732, loss_cls: 3.0920, loss: 3.0920, grad_norm: 1.1638 2022-02-08 10:08:27,690 - mmaction - INFO - Epoch [54][120/940] lr: 4.000e-01, eta: 2 days, 21:27:53, time: 1.156, data_time: 0.052, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5770, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.1436 2022-02-08 10:08:50,956 - mmaction - INFO - Epoch [54][140/940] lr: 4.000e-01, eta: 2 days, 21:27:16, time: 1.163, data_time: 0.051, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5803, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.1443 2022-02-08 10:09:14,229 - mmaction - INFO - Epoch [54][160/940] lr: 4.000e-01, eta: 2 days, 21:26:38, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5645, loss_cls: 3.1206, loss: 3.1206, grad_norm: 1.1413 2022-02-08 10:09:37,550 - mmaction - INFO - Epoch [54][180/940] lr: 4.000e-01, eta: 2 days, 21:26:01, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5691, loss_cls: 3.1969, loss: 3.1969, grad_norm: 1.1602 2022-02-08 10:10:00,810 - mmaction - INFO - Epoch [54][200/940] lr: 4.000e-01, eta: 2 days, 21:25:23, time: 1.163, data_time: 0.053, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5697, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.1241 2022-02-08 10:10:24,385 - mmaction - INFO - Epoch [54][220/940] lr: 4.000e-01, eta: 2 days, 21:24:47, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5727, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.1320 2022-02-08 10:10:47,773 - mmaction - INFO - Epoch [54][240/940] lr: 4.000e-01, eta: 2 days, 21:24:10, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5869, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.1453 2022-02-08 10:11:11,016 - mmaction - INFO - Epoch [54][260/940] lr: 4.000e-01, eta: 2 days, 21:23:33, time: 1.162, data_time: 0.047, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5768, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.1501 2022-02-08 10:11:34,490 - mmaction - INFO - Epoch [54][280/940] lr: 4.000e-01, eta: 2 days, 21:22:56, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5809, loss_cls: 3.1189, loss: 3.1189, grad_norm: 1.1245 2022-02-08 10:11:57,914 - mmaction - INFO - Epoch [54][300/940] lr: 4.000e-01, eta: 2 days, 21:22:19, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5684, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.1406 2022-02-08 10:12:21,459 - mmaction - INFO - Epoch [54][320/940] lr: 4.000e-01, eta: 2 days, 21:21:43, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5811, loss_cls: 3.0776, loss: 3.0776, grad_norm: 1.1324 2022-02-08 10:12:44,908 - mmaction - INFO - Epoch [54][340/940] lr: 4.000e-01, eta: 2 days, 21:21:06, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5592, loss_cls: 3.1609, loss: 3.1609, grad_norm: 1.1820 2022-02-08 10:13:08,414 - mmaction - INFO - Epoch [54][360/940] lr: 4.000e-01, eta: 2 days, 21:20:29, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5598, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.1277 2022-02-08 10:13:31,883 - mmaction - INFO - Epoch [54][380/940] lr: 4.000e-01, eta: 2 days, 21:19:53, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5814, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.1436 2022-02-08 10:13:55,391 - mmaction - INFO - Epoch [54][400/940] lr: 4.000e-01, eta: 2 days, 21:19:16, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5795, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.1349 2022-02-08 10:14:18,816 - mmaction - INFO - Epoch [54][420/940] lr: 4.000e-01, eta: 2 days, 21:18:40, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5750, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.1293 2022-02-08 10:14:42,287 - mmaction - INFO - Epoch [54][440/940] lr: 4.000e-01, eta: 2 days, 21:18:03, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5650, loss_cls: 3.1562, loss: 3.1562, grad_norm: 1.1456 2022-02-08 10:15:05,725 - mmaction - INFO - Epoch [54][460/940] lr: 4.000e-01, eta: 2 days, 21:17:26, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5674, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.1475 2022-02-08 10:15:29,249 - mmaction - INFO - Epoch [54][480/940] lr: 4.000e-01, eta: 2 days, 21:16:50, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5785, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.1634 2022-02-08 10:15:52,720 - mmaction - INFO - Epoch [54][500/940] lr: 4.000e-01, eta: 2 days, 21:16:13, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3057, top5_acc: 0.5664, loss_cls: 3.1542, loss: 3.1542, grad_norm: 1.1725 2022-02-08 10:16:16,212 - mmaction - INFO - Epoch [54][520/940] lr: 4.000e-01, eta: 2 days, 21:15:37, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5666, loss_cls: 3.1648, loss: 3.1648, grad_norm: 1.1387 2022-02-08 10:16:39,787 - mmaction - INFO - Epoch [54][540/940] lr: 4.000e-01, eta: 2 days, 21:15:01, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5795, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.1122 2022-02-08 10:17:03,377 - mmaction - INFO - Epoch [54][560/940] lr: 4.000e-01, eta: 2 days, 21:14:25, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5779, loss_cls: 3.0959, loss: 3.0959, grad_norm: 1.1485 2022-02-08 10:17:26,901 - mmaction - INFO - Epoch [54][580/940] lr: 4.000e-01, eta: 2 days, 21:13:48, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5645, loss_cls: 3.1641, loss: 3.1641, grad_norm: 1.1107 2022-02-08 10:17:50,414 - mmaction - INFO - Epoch [54][600/940] lr: 4.000e-01, eta: 2 days, 21:13:12, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5625, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.1295 2022-02-08 10:18:13,954 - mmaction - INFO - Epoch [54][620/940] lr: 4.000e-01, eta: 2 days, 21:12:36, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5807, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.1345 2022-02-08 10:18:37,547 - mmaction - INFO - Epoch [54][640/940] lr: 4.000e-01, eta: 2 days, 21:12:00, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5721, loss_cls: 3.1282, loss: 3.1282, grad_norm: 1.1620 2022-02-08 10:19:01,071 - mmaction - INFO - Epoch [54][660/940] lr: 4.000e-01, eta: 2 days, 21:11:23, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3063, top5_acc: 0.5600, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.1517 2022-02-08 10:19:24,563 - mmaction - INFO - Epoch [54][680/940] lr: 4.000e-01, eta: 2 days, 21:10:47, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5693, loss_cls: 3.1427, loss: 3.1427, grad_norm: 1.1570 2022-02-08 10:19:48,044 - mmaction - INFO - Epoch [54][700/940] lr: 4.000e-01, eta: 2 days, 21:10:11, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5574, loss_cls: 3.1803, loss: 3.1803, grad_norm: 1.1300 2022-02-08 10:20:11,706 - mmaction - INFO - Epoch [54][720/940] lr: 4.000e-01, eta: 2 days, 21:09:35, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5721, loss_cls: 3.1382, loss: 3.1382, grad_norm: 1.1500 2022-02-08 10:20:35,346 - mmaction - INFO - Epoch [54][740/940] lr: 4.000e-01, eta: 2 days, 21:08:59, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5758, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.1160 2022-02-08 10:20:59,064 - mmaction - INFO - Epoch [54][760/940] lr: 4.000e-01, eta: 2 days, 21:08:24, time: 1.187, data_time: 0.052, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5777, loss_cls: 3.1282, loss: 3.1282, grad_norm: 1.1539 2022-02-08 10:21:22,670 - mmaction - INFO - Epoch [54][780/940] lr: 4.000e-01, eta: 2 days, 21:07:48, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5641, loss_cls: 3.1710, loss: 3.1710, grad_norm: 1.1465 2022-02-08 10:21:46,207 - mmaction - INFO - Epoch [54][800/940] lr: 4.000e-01, eta: 2 days, 21:07:12, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5750, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.1504 2022-02-08 10:22:09,678 - mmaction - INFO - Epoch [54][820/940] lr: 4.000e-01, eta: 2 days, 21:06:35, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5693, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.1354 2022-02-08 10:22:33,261 - mmaction - INFO - Epoch [54][840/940] lr: 4.000e-01, eta: 2 days, 21:05:59, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5824, loss_cls: 3.1165, loss: 3.1165, grad_norm: 1.1250 2022-02-08 10:22:56,802 - mmaction - INFO - Epoch [54][860/940] lr: 4.000e-01, eta: 2 days, 21:05:23, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5793, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.1452 2022-02-08 10:23:20,306 - mmaction - INFO - Epoch [54][880/940] lr: 4.000e-01, eta: 2 days, 21:04:47, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5672, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.1422 2022-02-08 10:23:43,796 - mmaction - INFO - Epoch [54][900/940] lr: 4.000e-01, eta: 2 days, 21:04:11, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5686, loss_cls: 3.1306, loss: 3.1306, grad_norm: 1.1157 2022-02-08 10:24:07,232 - mmaction - INFO - Epoch [54][920/940] lr: 4.000e-01, eta: 2 days, 21:03:34, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5793, loss_cls: 3.1100, loss: 3.1100, grad_norm: 1.1415 2022-02-08 10:24:29,510 - mmaction - INFO - Epoch [54][940/940] lr: 4.000e-01, eta: 2 days, 21:02:53, time: 1.113, data_time: 0.059, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5759, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.1549 2022-02-08 10:27:13,227 - mmaction - INFO - Epoch [55][20/940] lr: 4.000e-01, eta: 2 days, 21:10:53, time: 8.077, data_time: 5.931, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5762, loss_cls: 3.1460, loss: 3.1460, grad_norm: 1.1508 2022-02-08 10:27:36,394 - mmaction - INFO - Epoch [55][40/940] lr: 4.000e-01, eta: 2 days, 21:10:16, time: 1.158, data_time: 0.043, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5699, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.1248 2022-02-08 10:27:59,673 - mmaction - INFO - Epoch [55][60/940] lr: 4.000e-01, eta: 2 days, 21:09:38, time: 1.165, data_time: 0.042, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5695, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.1419 2022-02-08 10:28:22,935 - mmaction - INFO - Epoch [55][80/940] lr: 4.000e-01, eta: 2 days, 21:09:01, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5787, loss_cls: 3.0928, loss: 3.0928, grad_norm: 1.1322 2022-02-08 10:28:46,169 - mmaction - INFO - Epoch [55][100/940] lr: 4.000e-01, eta: 2 days, 21:08:24, time: 1.161, data_time: 0.048, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5711, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.1401 2022-02-08 10:29:09,301 - mmaction - INFO - Epoch [55][120/940] lr: 4.000e-01, eta: 2 days, 21:07:46, time: 1.157, data_time: 0.052, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5760, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.1704 2022-02-08 10:29:32,560 - mmaction - INFO - Epoch [55][140/940] lr: 4.000e-01, eta: 2 days, 21:07:08, time: 1.163, data_time: 0.052, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5689, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.1424 2022-02-08 10:29:55,850 - mmaction - INFO - Epoch [55][160/940] lr: 4.000e-01, eta: 2 days, 21:06:31, time: 1.164, data_time: 0.053, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5717, loss_cls: 3.1194, loss: 3.1194, grad_norm: 1.1671 2022-02-08 10:30:19,238 - mmaction - INFO - Epoch [55][180/940] lr: 4.000e-01, eta: 2 days, 21:05:54, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5787, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.1334 2022-02-08 10:30:42,641 - mmaction - INFO - Epoch [55][200/940] lr: 4.000e-01, eta: 2 days, 21:05:18, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5875, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.1559 2022-02-08 10:31:06,034 - mmaction - INFO - Epoch [55][220/940] lr: 4.000e-01, eta: 2 days, 21:04:41, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5664, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.1421 2022-02-08 10:31:29,364 - mmaction - INFO - Epoch [55][240/940] lr: 4.000e-01, eta: 2 days, 21:04:04, time: 1.167, data_time: 0.055, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5797, loss_cls: 3.1099, loss: 3.1099, grad_norm: 1.1196 2022-02-08 10:31:52,774 - mmaction - INFO - Epoch [55][260/940] lr: 4.000e-01, eta: 2 days, 21:03:27, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5717, loss_cls: 3.0998, loss: 3.0998, grad_norm: 1.1588 2022-02-08 10:32:16,330 - mmaction - INFO - Epoch [55][280/940] lr: 4.000e-01, eta: 2 days, 21:02:51, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5877, loss_cls: 3.0739, loss: 3.0739, grad_norm: 1.1336 2022-02-08 10:32:39,731 - mmaction - INFO - Epoch [55][300/940] lr: 4.000e-01, eta: 2 days, 21:02:14, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5787, loss_cls: 3.0883, loss: 3.0883, grad_norm: 1.1530 2022-02-08 10:33:03,298 - mmaction - INFO - Epoch [55][320/940] lr: 4.000e-01, eta: 2 days, 21:01:38, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3035, top5_acc: 0.5703, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.1290 2022-02-08 10:33:26,772 - mmaction - INFO - Epoch [55][340/940] lr: 4.000e-01, eta: 2 days, 21:01:02, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5797, loss_cls: 3.1155, loss: 3.1155, grad_norm: 1.1339 2022-02-08 10:33:50,254 - mmaction - INFO - Epoch [55][360/940] lr: 4.000e-01, eta: 2 days, 21:00:26, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3156, top5_acc: 0.5771, loss_cls: 3.1190, loss: 3.1190, grad_norm: 1.1410 2022-02-08 10:34:13,842 - mmaction - INFO - Epoch [55][380/940] lr: 4.000e-01, eta: 2 days, 20:59:50, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5719, loss_cls: 3.1375, loss: 3.1375, grad_norm: 1.1210 2022-02-08 10:34:37,275 - mmaction - INFO - Epoch [55][400/940] lr: 4.000e-01, eta: 2 days, 20:59:13, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5740, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.1406 2022-02-08 10:35:00,737 - mmaction - INFO - Epoch [55][420/940] lr: 4.000e-01, eta: 2 days, 20:58:37, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5723, loss_cls: 3.1330, loss: 3.1330, grad_norm: 1.1474 2022-02-08 10:35:24,231 - mmaction - INFO - Epoch [55][440/940] lr: 4.000e-01, eta: 2 days, 20:58:01, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3043, top5_acc: 0.5617, loss_cls: 3.2011, loss: 3.2011, grad_norm: 1.1330 2022-02-08 10:35:47,693 - mmaction - INFO - Epoch [55][460/940] lr: 4.000e-01, eta: 2 days, 20:57:24, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5754, loss_cls: 3.1435, loss: 3.1435, grad_norm: 1.1208 2022-02-08 10:36:11,176 - mmaction - INFO - Epoch [55][480/940] lr: 4.000e-01, eta: 2 days, 20:56:48, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5676, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.1186 2022-02-08 10:36:34,649 - mmaction - INFO - Epoch [55][500/940] lr: 4.000e-01, eta: 2 days, 20:56:11, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5793, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.1474 2022-02-08 10:36:57,967 - mmaction - INFO - Epoch [55][520/940] lr: 4.000e-01, eta: 2 days, 20:55:35, time: 1.166, data_time: 0.054, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5766, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.1353 2022-02-08 10:37:21,585 - mmaction - INFO - Epoch [55][540/940] lr: 4.000e-01, eta: 2 days, 20:54:59, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5746, loss_cls: 3.1146, loss: 3.1146, grad_norm: 1.1156 2022-02-08 10:37:45,177 - mmaction - INFO - Epoch [55][560/940] lr: 4.000e-01, eta: 2 days, 20:54:23, time: 1.180, data_time: 0.070, memory: 9497, top1_acc: 0.3402, top5_acc: 0.5900, loss_cls: 3.0845, loss: 3.0845, grad_norm: 1.1444 2022-02-08 10:38:08,701 - mmaction - INFO - Epoch [55][580/940] lr: 4.000e-01, eta: 2 days, 20:53:47, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5631, loss_cls: 3.1566, loss: 3.1566, grad_norm: 1.1446 2022-02-08 10:38:32,063 - mmaction - INFO - Epoch [55][600/940] lr: 4.000e-01, eta: 2 days, 20:53:10, time: 1.168, data_time: 0.061, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5738, loss_cls: 3.1116, loss: 3.1116, grad_norm: 1.1229 2022-02-08 10:38:55,652 - mmaction - INFO - Epoch [55][620/940] lr: 4.000e-01, eta: 2 days, 20:52:34, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5785, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.1280 2022-02-08 10:39:19,159 - mmaction - INFO - Epoch [55][640/940] lr: 4.000e-01, eta: 2 days, 20:51:58, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5906, loss_cls: 3.0604, loss: 3.0604, grad_norm: 1.1411 2022-02-08 10:39:42,647 - mmaction - INFO - Epoch [55][660/940] lr: 4.000e-01, eta: 2 days, 20:51:22, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5668, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.1314 2022-02-08 10:40:06,143 - mmaction - INFO - Epoch [55][680/940] lr: 4.000e-01, eta: 2 days, 20:50:46, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3094, top5_acc: 0.5703, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.1407 2022-02-08 10:40:29,615 - mmaction - INFO - Epoch [55][700/940] lr: 4.000e-01, eta: 2 days, 20:50:10, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3078, top5_acc: 0.5613, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.1428 2022-02-08 10:40:53,225 - mmaction - INFO - Epoch [55][720/940] lr: 4.000e-01, eta: 2 days, 20:49:34, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5711, loss_cls: 3.1226, loss: 3.1226, grad_norm: 1.1238 2022-02-08 10:41:16,767 - mmaction - INFO - Epoch [55][740/940] lr: 4.000e-01, eta: 2 days, 20:48:58, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5783, loss_cls: 3.1068, loss: 3.1068, grad_norm: 1.1274 2022-02-08 10:41:40,299 - mmaction - INFO - Epoch [55][760/940] lr: 4.000e-01, eta: 2 days, 20:48:22, time: 1.176, data_time: 0.067, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5754, loss_cls: 3.1375, loss: 3.1375, grad_norm: 1.1513 2022-02-08 10:42:03,846 - mmaction - INFO - Epoch [55][780/940] lr: 4.000e-01, eta: 2 days, 20:47:46, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5713, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.1380 2022-02-08 10:42:27,439 - mmaction - INFO - Epoch [55][800/940] lr: 4.000e-01, eta: 2 days, 20:47:10, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5768, loss_cls: 3.1362, loss: 3.1362, grad_norm: 1.1224 2022-02-08 10:42:51,097 - mmaction - INFO - Epoch [55][820/940] lr: 4.000e-01, eta: 2 days, 20:46:35, time: 1.183, data_time: 0.051, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5672, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.1636 2022-02-08 10:43:14,666 - mmaction - INFO - Epoch [55][840/940] lr: 4.000e-01, eta: 2 days, 20:45:59, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5791, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.1355 2022-02-08 10:43:38,280 - mmaction - INFO - Epoch [55][860/940] lr: 4.000e-01, eta: 2 days, 20:45:23, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5639, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.1379 2022-02-08 10:44:01,710 - mmaction - INFO - Epoch [55][880/940] lr: 4.000e-01, eta: 2 days, 20:44:47, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5711, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.1506 2022-02-08 10:44:25,289 - mmaction - INFO - Epoch [55][900/940] lr: 4.000e-01, eta: 2 days, 20:44:11, time: 1.179, data_time: 0.069, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5740, loss_cls: 3.1450, loss: 3.1450, grad_norm: 1.1131 2022-02-08 10:44:48,767 - mmaction - INFO - Epoch [55][920/940] lr: 4.000e-01, eta: 2 days, 20:43:35, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5668, loss_cls: 3.1589, loss: 3.1589, grad_norm: 1.1419 2022-02-08 10:45:11,090 - mmaction - INFO - Epoch [55][940/940] lr: 4.000e-01, eta: 2 days, 20:42:55, time: 1.116, data_time: 0.062, memory: 9497, top1_acc: 0.3050, top5_acc: 0.5568, loss_cls: 3.2092, loss: 3.2092, grad_norm: 1.1430 2022-02-08 10:45:16,507 - mmaction - INFO - Saving checkpoint at 55 epochs 2022-02-08 10:47:55,720 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 10:47:56,460 - mmaction - INFO - top1_acc 0.2934 top5_acc 0.5465 2022-02-08 10:47:56,461 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 10:47:56,492 - mmaction - INFO - mean_acc 0.2932 2022-02-08 10:47:56,500 - mmaction - INFO - Epoch(val) [55][78] top1_acc: 0.2934, top5_acc: 0.5465, mean_class_accuracy: 0.2932 2022-02-08 10:50:20,778 - mmaction - INFO - Epoch [56][20/940] lr: 4.000e-01, eta: 2 days, 20:49:40, time: 7.212, data_time: 5.976, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5736, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.1292 2022-02-08 10:50:43,912 - mmaction - INFO - Epoch [56][40/940] lr: 4.000e-01, eta: 2 days, 20:49:03, time: 1.157, data_time: 0.047, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5813, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.1491 2022-02-08 10:51:07,053 - mmaction - INFO - Epoch [56][60/940] lr: 4.000e-01, eta: 2 days, 20:48:25, time: 1.157, data_time: 0.046, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5814, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.1398 2022-02-08 10:51:30,309 - mmaction - INFO - Epoch [56][80/940] lr: 4.000e-01, eta: 2 days, 20:47:48, time: 1.163, data_time: 0.044, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5758, loss_cls: 3.1466, loss: 3.1466, grad_norm: 1.1427 2022-02-08 10:51:53,548 - mmaction - INFO - Epoch [56][100/940] lr: 4.000e-01, eta: 2 days, 20:47:11, time: 1.162, data_time: 0.045, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5842, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.1355 2022-02-08 10:52:16,800 - mmaction - INFO - Epoch [56][120/940] lr: 4.000e-01, eta: 2 days, 20:46:34, time: 1.163, data_time: 0.048, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5762, loss_cls: 3.1127, loss: 3.1127, grad_norm: 1.1706 2022-02-08 10:52:40,095 - mmaction - INFO - Epoch [56][140/940] lr: 4.000e-01, eta: 2 days, 20:45:57, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.3076, top5_acc: 0.5527, loss_cls: 3.2326, loss: 3.2326, grad_norm: 1.1497 2022-02-08 10:53:03,397 - mmaction - INFO - Epoch [56][160/940] lr: 4.000e-01, eta: 2 days, 20:45:20, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5854, loss_cls: 3.1050, loss: 3.1050, grad_norm: 1.1184 2022-02-08 10:53:26,921 - mmaction - INFO - Epoch [56][180/940] lr: 4.000e-01, eta: 2 days, 20:44:44, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5859, loss_cls: 3.0949, loss: 3.0949, grad_norm: 1.1463 2022-02-08 10:53:50,424 - mmaction - INFO - Epoch [56][200/940] lr: 4.000e-01, eta: 2 days, 20:44:08, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5748, loss_cls: 3.1238, loss: 3.1238, grad_norm: 1.1606 2022-02-08 10:54:13,847 - mmaction - INFO - Epoch [56][220/940] lr: 4.000e-01, eta: 2 days, 20:43:31, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5785, loss_cls: 3.1376, loss: 3.1376, grad_norm: 1.1359 2022-02-08 10:54:37,240 - mmaction - INFO - Epoch [56][240/940] lr: 4.000e-01, eta: 2 days, 20:42:55, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5730, loss_cls: 3.1366, loss: 3.1366, grad_norm: 1.1333 2022-02-08 10:55:00,602 - mmaction - INFO - Epoch [56][260/940] lr: 4.000e-01, eta: 2 days, 20:42:18, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5795, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.1154 2022-02-08 10:55:24,079 - mmaction - INFO - Epoch [56][280/940] lr: 4.000e-01, eta: 2 days, 20:41:42, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5732, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.1449 2022-02-08 10:55:47,558 - mmaction - INFO - Epoch [56][300/940] lr: 4.000e-01, eta: 2 days, 20:41:06, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3162, top5_acc: 0.5725, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.1130 2022-02-08 10:56:11,028 - mmaction - INFO - Epoch [56][320/940] lr: 4.000e-01, eta: 2 days, 20:40:30, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5822, loss_cls: 3.1009, loss: 3.1009, grad_norm: 1.1509 2022-02-08 10:56:34,519 - mmaction - INFO - Epoch [56][340/940] lr: 4.000e-01, eta: 2 days, 20:39:54, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5791, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.1726 2022-02-08 10:56:58,044 - mmaction - INFO - Epoch [56][360/940] lr: 4.000e-01, eta: 2 days, 20:39:18, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5734, loss_cls: 3.1195, loss: 3.1195, grad_norm: 1.1355 2022-02-08 10:57:21,434 - mmaction - INFO - Epoch [56][380/940] lr: 4.000e-01, eta: 2 days, 20:38:41, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5916, loss_cls: 3.0673, loss: 3.0673, grad_norm: 1.1267 2022-02-08 10:57:44,907 - mmaction - INFO - Epoch [56][400/940] lr: 4.000e-01, eta: 2 days, 20:38:05, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3051, top5_acc: 0.5551, loss_cls: 3.2079, loss: 3.2079, grad_norm: 1.1542 2022-02-08 10:58:08,286 - mmaction - INFO - Epoch [56][420/940] lr: 4.000e-01, eta: 2 days, 20:37:29, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5738, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.1559 2022-02-08 10:58:31,713 - mmaction - INFO - Epoch [56][440/940] lr: 4.000e-01, eta: 2 days, 20:36:53, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5664, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.1510 2022-02-08 10:58:55,247 - mmaction - INFO - Epoch [56][460/940] lr: 4.000e-01, eta: 2 days, 20:36:17, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5789, loss_cls: 3.1333, loss: 3.1333, grad_norm: 1.1391 2022-02-08 10:59:18,743 - mmaction - INFO - Epoch [56][480/940] lr: 4.000e-01, eta: 2 days, 20:35:41, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5680, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.1401 2022-02-08 10:59:42,303 - mmaction - INFO - Epoch [56][500/940] lr: 4.000e-01, eta: 2 days, 20:35:05, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.2982, top5_acc: 0.5541, loss_cls: 3.2228, loss: 3.2228, grad_norm: 1.1363 2022-02-08 11:00:05,907 - mmaction - INFO - Epoch [56][520/940] lr: 4.000e-01, eta: 2 days, 20:34:29, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5693, loss_cls: 3.1564, loss: 3.1564, grad_norm: 1.1429 2022-02-08 11:00:29,411 - mmaction - INFO - Epoch [56][540/940] lr: 4.000e-01, eta: 2 days, 20:33:53, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5736, loss_cls: 3.1312, loss: 3.1312, grad_norm: 1.1209 2022-02-08 11:00:52,836 - mmaction - INFO - Epoch [56][560/940] lr: 4.000e-01, eta: 2 days, 20:33:17, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5645, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.1532 2022-02-08 11:01:16,200 - mmaction - INFO - Epoch [56][580/940] lr: 4.000e-01, eta: 2 days, 20:32:41, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.3383, top5_acc: 0.5826, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.1215 2022-02-08 11:01:39,636 - mmaction - INFO - Epoch [56][600/940] lr: 4.000e-01, eta: 2 days, 20:32:05, time: 1.172, data_time: 0.066, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5799, loss_cls: 3.1282, loss: 3.1282, grad_norm: 1.1492 2022-02-08 11:02:02,948 - mmaction - INFO - Epoch [56][620/940] lr: 4.000e-01, eta: 2 days, 20:31:28, time: 1.165, data_time: 0.056, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5855, loss_cls: 3.0861, loss: 3.0861, grad_norm: 1.1438 2022-02-08 11:02:26,285 - mmaction - INFO - Epoch [56][640/940] lr: 4.000e-01, eta: 2 days, 20:30:52, time: 1.167, data_time: 0.060, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5750, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.1464 2022-02-08 11:02:49,803 - mmaction - INFO - Epoch [56][660/940] lr: 4.000e-01, eta: 2 days, 20:30:16, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5748, loss_cls: 3.1460, loss: 3.1460, grad_norm: 1.1461 2022-02-08 11:03:13,272 - mmaction - INFO - Epoch [56][680/940] lr: 4.000e-01, eta: 2 days, 20:29:40, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5631, loss_cls: 3.1782, loss: 3.1782, grad_norm: 1.1362 2022-02-08 11:03:36,633 - mmaction - INFO - Epoch [56][700/940] lr: 4.000e-01, eta: 2 days, 20:29:03, time: 1.168, data_time: 0.061, memory: 9497, top1_acc: 0.3287, top5_acc: 0.5855, loss_cls: 3.0916, loss: 3.0916, grad_norm: 1.1270 2022-02-08 11:04:00,117 - mmaction - INFO - Epoch [56][720/940] lr: 4.000e-01, eta: 2 days, 20:28:27, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.3287, top5_acc: 0.5822, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.1297 2022-02-08 11:04:23,557 - mmaction - INFO - Epoch [56][740/940] lr: 4.000e-01, eta: 2 days, 20:27:51, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5705, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.1416 2022-02-08 11:04:47,008 - mmaction - INFO - Epoch [56][760/940] lr: 4.000e-01, eta: 2 days, 20:27:15, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5799, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.1788 2022-02-08 11:05:10,544 - mmaction - INFO - Epoch [56][780/940] lr: 4.000e-01, eta: 2 days, 20:26:40, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5695, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.1169 2022-02-08 11:05:33,973 - mmaction - INFO - Epoch [56][800/940] lr: 4.000e-01, eta: 2 days, 20:26:04, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5625, loss_cls: 3.1476, loss: 3.1476, grad_norm: 1.1287 2022-02-08 11:05:57,432 - mmaction - INFO - Epoch [56][820/940] lr: 4.000e-01, eta: 2 days, 20:25:27, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5715, loss_cls: 3.1325, loss: 3.1325, grad_norm: 1.1158 2022-02-08 11:06:20,951 - mmaction - INFO - Epoch [56][840/940] lr: 4.000e-01, eta: 2 days, 20:24:52, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5828, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.1235 2022-02-08 11:06:44,516 - mmaction - INFO - Epoch [56][860/940] lr: 4.000e-01, eta: 2 days, 20:24:16, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5666, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.1244 2022-02-08 11:07:08,043 - mmaction - INFO - Epoch [56][880/940] lr: 4.000e-01, eta: 2 days, 20:23:40, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5672, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.1558 2022-02-08 11:07:31,521 - mmaction - INFO - Epoch [56][900/940] lr: 4.000e-01, eta: 2 days, 20:23:05, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5584, loss_cls: 3.1483, loss: 3.1483, grad_norm: 1.1373 2022-02-08 11:07:55,074 - mmaction - INFO - Epoch [56][920/940] lr: 4.000e-01, eta: 2 days, 20:22:29, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3334, top5_acc: 0.5760, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.1410 2022-02-08 11:08:17,410 - mmaction - INFO - Epoch [56][940/940] lr: 4.000e-01, eta: 2 days, 20:21:49, time: 1.116, data_time: 0.056, memory: 9497, top1_acc: 0.3214, top5_acc: 0.5718, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.1592 2022-02-08 11:10:45,920 - mmaction - INFO - Epoch [57][20/940] lr: 4.000e-01, eta: 2 days, 20:28:29, time: 7.274, data_time: 5.905, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5680, loss_cls: 3.1263, loss: 3.1263, grad_norm: 1.1446 2022-02-08 11:11:09,032 - mmaction - INFO - Epoch [57][40/940] lr: 4.000e-01, eta: 2 days, 20:27:51, time: 1.156, data_time: 0.051, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5740, loss_cls: 3.0951, loss: 3.0951, grad_norm: 1.1485 2022-02-08 11:11:32,176 - mmaction - INFO - Epoch [57][60/940] lr: 4.000e-01, eta: 2 days, 20:27:14, time: 1.158, data_time: 0.042, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5668, loss_cls: 3.1758, loss: 3.1758, grad_norm: 1.1422 2022-02-08 11:11:55,334 - mmaction - INFO - Epoch [57][80/940] lr: 4.000e-01, eta: 2 days, 20:26:37, time: 1.157, data_time: 0.042, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5732, loss_cls: 3.1258, loss: 3.1258, grad_norm: 1.1302 2022-02-08 11:12:18,535 - mmaction - INFO - Epoch [57][100/940] lr: 4.000e-01, eta: 2 days, 20:26:00, time: 1.160, data_time: 0.043, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5787, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.1428 2022-02-08 11:12:41,724 - mmaction - INFO - Epoch [57][120/940] lr: 4.000e-01, eta: 2 days, 20:25:23, time: 1.160, data_time: 0.050, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5891, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.1487 2022-02-08 11:13:05,015 - mmaction - INFO - Epoch [57][140/940] lr: 4.000e-01, eta: 2 days, 20:24:46, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.3395, top5_acc: 0.5900, loss_cls: 3.0396, loss: 3.0396, grad_norm: 1.1589 2022-02-08 11:13:28,283 - mmaction - INFO - Epoch [57][160/940] lr: 4.000e-01, eta: 2 days, 20:24:10, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5803, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.1602 2022-02-08 11:13:51,595 - mmaction - INFO - Epoch [57][180/940] lr: 4.000e-01, eta: 2 days, 20:23:33, time: 1.166, data_time: 0.047, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5709, loss_cls: 3.1453, loss: 3.1453, grad_norm: 1.1472 2022-02-08 11:14:14,952 - mmaction - INFO - Epoch [57][200/940] lr: 4.000e-01, eta: 2 days, 20:22:57, time: 1.167, data_time: 0.041, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5766, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.1562 2022-02-08 11:14:38,240 - mmaction - INFO - Epoch [57][220/940] lr: 4.000e-01, eta: 2 days, 20:22:20, time: 1.164, data_time: 0.045, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5646, loss_cls: 3.1742, loss: 3.1742, grad_norm: 1.1254 2022-02-08 11:15:01,607 - mmaction - INFO - Epoch [57][240/940] lr: 4.000e-01, eta: 2 days, 20:21:44, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5750, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.1441 2022-02-08 11:15:24,998 - mmaction - INFO - Epoch [57][260/940] lr: 4.000e-01, eta: 2 days, 20:21:08, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5906, loss_cls: 3.0783, loss: 3.0783, grad_norm: 1.1260 2022-02-08 11:15:48,365 - mmaction - INFO - Epoch [57][280/940] lr: 4.000e-01, eta: 2 days, 20:20:31, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5746, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.1289 2022-02-08 11:16:11,726 - mmaction - INFO - Epoch [57][300/940] lr: 4.000e-01, eta: 2 days, 20:19:55, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5789, loss_cls: 3.1080, loss: 3.1080, grad_norm: 1.1535 2022-02-08 11:16:35,200 - mmaction - INFO - Epoch [57][320/940] lr: 4.000e-01, eta: 2 days, 20:19:19, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5771, loss_cls: 3.0891, loss: 3.0891, grad_norm: 1.1216 2022-02-08 11:16:58,633 - mmaction - INFO - Epoch [57][340/940] lr: 4.000e-01, eta: 2 days, 20:18:43, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5711, loss_cls: 3.1444, loss: 3.1444, grad_norm: 1.1455 2022-02-08 11:17:22,220 - mmaction - INFO - Epoch [57][360/940] lr: 4.000e-01, eta: 2 days, 20:18:07, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.3299, top5_acc: 0.5871, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.1487 2022-02-08 11:17:45,733 - mmaction - INFO - Epoch [57][380/940] lr: 4.000e-01, eta: 2 days, 20:17:32, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5750, loss_cls: 3.1225, loss: 3.1225, grad_norm: 1.1415 2022-02-08 11:18:09,251 - mmaction - INFO - Epoch [57][400/940] lr: 4.000e-01, eta: 2 days, 20:16:56, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5820, loss_cls: 3.1279, loss: 3.1279, grad_norm: 1.1310 2022-02-08 11:18:32,641 - mmaction - INFO - Epoch [57][420/940] lr: 4.000e-01, eta: 2 days, 20:16:20, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5777, loss_cls: 3.1104, loss: 3.1104, grad_norm: 1.1348 2022-02-08 11:18:56,170 - mmaction - INFO - Epoch [57][440/940] lr: 4.000e-01, eta: 2 days, 20:15:44, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5770, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.1560 2022-02-08 11:19:19,809 - mmaction - INFO - Epoch [57][460/940] lr: 4.000e-01, eta: 2 days, 20:15:09, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5619, loss_cls: 3.1517, loss: 3.1517, grad_norm: 1.1372 2022-02-08 11:19:43,328 - mmaction - INFO - Epoch [57][480/940] lr: 4.000e-01, eta: 2 days, 20:14:33, time: 1.176, data_time: 0.064, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5701, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.1242 2022-02-08 11:20:06,926 - mmaction - INFO - Epoch [57][500/940] lr: 4.000e-01, eta: 2 days, 20:13:58, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5689, loss_cls: 3.1407, loss: 3.1407, grad_norm: 1.1368 2022-02-08 11:20:30,528 - mmaction - INFO - Epoch [57][520/940] lr: 4.000e-01, eta: 2 days, 20:13:22, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.3357, top5_acc: 0.5832, loss_cls: 3.0606, loss: 3.0606, grad_norm: 1.1220 2022-02-08 11:20:54,131 - mmaction - INFO - Epoch [57][540/940] lr: 4.000e-01, eta: 2 days, 20:12:47, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5670, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.1330 2022-02-08 11:21:17,588 - mmaction - INFO - Epoch [57][560/940] lr: 4.000e-01, eta: 2 days, 20:12:11, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5693, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.1256 2022-02-08 11:21:41,082 - mmaction - INFO - Epoch [57][580/940] lr: 4.000e-01, eta: 2 days, 20:11:35, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5695, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.1603 2022-02-08 11:22:04,523 - mmaction - INFO - Epoch [57][600/940] lr: 4.000e-01, eta: 2 days, 20:11:00, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3178, top5_acc: 0.5637, loss_cls: 3.1580, loss: 3.1580, grad_norm: 1.1502 2022-02-08 11:22:28,118 - mmaction - INFO - Epoch [57][620/940] lr: 4.000e-01, eta: 2 days, 20:10:24, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5590, loss_cls: 3.1799, loss: 3.1799, grad_norm: 1.1219 2022-02-08 11:22:51,631 - mmaction - INFO - Epoch [57][640/940] lr: 4.000e-01, eta: 2 days, 20:09:49, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5783, loss_cls: 3.0948, loss: 3.0948, grad_norm: 1.1347 2022-02-08 11:23:15,224 - mmaction - INFO - Epoch [57][660/940] lr: 4.000e-01, eta: 2 days, 20:09:13, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5764, loss_cls: 3.1042, loss: 3.1042, grad_norm: 1.1334 2022-02-08 11:23:38,805 - mmaction - INFO - Epoch [57][680/940] lr: 4.000e-01, eta: 2 days, 20:08:38, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5729, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.1420 2022-02-08 11:24:02,426 - mmaction - INFO - Epoch [57][700/940] lr: 4.000e-01, eta: 2 days, 20:08:03, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5754, loss_cls: 3.1339, loss: 3.1339, grad_norm: 1.1528 2022-02-08 11:24:25,896 - mmaction - INFO - Epoch [57][720/940] lr: 4.000e-01, eta: 2 days, 20:07:27, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3094, top5_acc: 0.5662, loss_cls: 3.1758, loss: 3.1758, grad_norm: 1.1463 2022-02-08 11:24:49,416 - mmaction - INFO - Epoch [57][740/940] lr: 4.000e-01, eta: 2 days, 20:06:51, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5662, loss_cls: 3.1650, loss: 3.1650, grad_norm: 1.1354 2022-02-08 11:25:12,844 - mmaction - INFO - Epoch [57][760/940] lr: 4.000e-01, eta: 2 days, 20:06:15, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5682, loss_cls: 3.1573, loss: 3.1573, grad_norm: 1.1470 2022-02-08 11:25:36,341 - mmaction - INFO - Epoch [57][780/940] lr: 4.000e-01, eta: 2 days, 20:05:40, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3055, top5_acc: 0.5711, loss_cls: 3.1752, loss: 3.1752, grad_norm: 1.1480 2022-02-08 11:25:59,808 - mmaction - INFO - Epoch [57][800/940] lr: 4.000e-01, eta: 2 days, 20:05:04, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5830, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.1245 2022-02-08 11:26:23,206 - mmaction - INFO - Epoch [57][820/940] lr: 4.000e-01, eta: 2 days, 20:04:28, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5762, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.1322 2022-02-08 11:26:46,731 - mmaction - INFO - Epoch [57][840/940] lr: 4.000e-01, eta: 2 days, 20:03:53, time: 1.176, data_time: 0.064, memory: 9497, top1_acc: 0.3021, top5_acc: 0.5703, loss_cls: 3.1593, loss: 3.1593, grad_norm: 1.1620 2022-02-08 11:27:10,234 - mmaction - INFO - Epoch [57][860/940] lr: 4.000e-01, eta: 2 days, 20:03:17, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5699, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.1077 2022-02-08 11:27:33,732 - mmaction - INFO - Epoch [57][880/940] lr: 4.000e-01, eta: 2 days, 20:02:42, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5678, loss_cls: 3.1282, loss: 3.1282, grad_norm: 1.1313 2022-02-08 11:27:57,324 - mmaction - INFO - Epoch [57][900/940] lr: 4.000e-01, eta: 2 days, 20:02:06, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.3072, top5_acc: 0.5742, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.1296 2022-02-08 11:28:20,778 - mmaction - INFO - Epoch [57][920/940] lr: 4.000e-01, eta: 2 days, 20:01:31, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5691, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.1283 2022-02-08 11:28:43,245 - mmaction - INFO - Epoch [57][940/940] lr: 4.000e-01, eta: 2 days, 20:00:51, time: 1.123, data_time: 0.058, memory: 9497, top1_acc: 0.3153, top5_acc: 0.5576, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.1241 2022-02-08 11:31:26,069 - mmaction - INFO - Epoch [58][20/940] lr: 4.000e-01, eta: 2 days, 20:08:03, time: 7.862, data_time: 6.743, memory: 9497, top1_acc: 0.3338, top5_acc: 0.5789, loss_cls: 3.0688, loss: 3.0688, grad_norm: 1.1249 2022-02-08 11:31:49,109 - mmaction - INFO - Epoch [58][40/940] lr: 4.000e-01, eta: 2 days, 20:07:25, time: 1.152, data_time: 0.045, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5811, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.1344 2022-02-08 11:32:12,305 - mmaction - INFO - Epoch [58][60/940] lr: 4.000e-01, eta: 2 days, 20:06:49, time: 1.160, data_time: 0.044, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5848, loss_cls: 3.0896, loss: 3.0896, grad_norm: 1.1553 2022-02-08 11:32:35,419 - mmaction - INFO - Epoch [58][80/940] lr: 4.000e-01, eta: 2 days, 20:06:11, time: 1.156, data_time: 0.045, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5730, loss_cls: 3.1038, loss: 3.1038, grad_norm: 1.1295 2022-02-08 11:32:58,668 - mmaction - INFO - Epoch [58][100/940] lr: 4.000e-01, eta: 2 days, 20:05:35, time: 1.162, data_time: 0.044, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5814, loss_cls: 3.0694, loss: 3.0694, grad_norm: 1.1452 2022-02-08 11:33:22,047 - mmaction - INFO - Epoch [58][120/940] lr: 4.000e-01, eta: 2 days, 20:04:59, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5809, loss_cls: 3.0989, loss: 3.0989, grad_norm: 1.1483 2022-02-08 11:33:45,540 - mmaction - INFO - Epoch [58][140/940] lr: 4.000e-01, eta: 2 days, 20:04:23, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5703, loss_cls: 3.1385, loss: 3.1385, grad_norm: 1.1368 2022-02-08 11:34:08,955 - mmaction - INFO - Epoch [58][160/940] lr: 4.000e-01, eta: 2 days, 20:03:47, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5801, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.1299 2022-02-08 11:34:32,264 - mmaction - INFO - Epoch [58][180/940] lr: 4.000e-01, eta: 2 days, 20:03:11, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5799, loss_cls: 3.1100, loss: 3.1100, grad_norm: 1.1734 2022-02-08 11:34:55,619 - mmaction - INFO - Epoch [58][200/940] lr: 4.000e-01, eta: 2 days, 20:02:35, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5916, loss_cls: 3.0477, loss: 3.0477, grad_norm: 1.1717 2022-02-08 11:35:19,071 - mmaction - INFO - Epoch [58][220/940] lr: 4.000e-01, eta: 2 days, 20:01:59, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5734, loss_cls: 3.1507, loss: 3.1507, grad_norm: 1.1677 2022-02-08 11:35:42,577 - mmaction - INFO - Epoch [58][240/940] lr: 4.000e-01, eta: 2 days, 20:01:23, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5617, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.1505 2022-02-08 11:36:05,986 - mmaction - INFO - Epoch [58][260/940] lr: 4.000e-01, eta: 2 days, 20:00:47, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5723, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.1282 2022-02-08 11:36:29,470 - mmaction - INFO - Epoch [58][280/940] lr: 4.000e-01, eta: 2 days, 20:00:11, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5713, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.1333 2022-02-08 11:36:52,958 - mmaction - INFO - Epoch [58][300/940] lr: 4.000e-01, eta: 2 days, 19:59:36, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5768, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.1407 2022-02-08 11:37:16,467 - mmaction - INFO - Epoch [58][320/940] lr: 4.000e-01, eta: 2 days, 19:59:00, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5811, loss_cls: 3.1019, loss: 3.1019, grad_norm: 1.1657 2022-02-08 11:37:39,906 - mmaction - INFO - Epoch [58][340/940] lr: 4.000e-01, eta: 2 days, 19:58:24, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5680, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.1167 2022-02-08 11:38:03,281 - mmaction - INFO - Epoch [58][360/940] lr: 4.000e-01, eta: 2 days, 19:57:48, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5754, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.1310 2022-02-08 11:38:26,863 - mmaction - INFO - Epoch [58][380/940] lr: 4.000e-01, eta: 2 days, 19:57:13, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5752, loss_cls: 3.1201, loss: 3.1201, grad_norm: 1.1557 2022-02-08 11:38:50,313 - mmaction - INFO - Epoch [58][400/940] lr: 4.000e-01, eta: 2 days, 19:56:37, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5779, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.1461 2022-02-08 11:39:13,768 - mmaction - INFO - Epoch [58][420/940] lr: 4.000e-01, eta: 2 days, 19:56:02, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5687, loss_cls: 3.1466, loss: 3.1466, grad_norm: 1.1362 2022-02-08 11:39:37,232 - mmaction - INFO - Epoch [58][440/940] lr: 4.000e-01, eta: 2 days, 19:55:26, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5814, loss_cls: 3.1175, loss: 3.1175, grad_norm: 1.1522 2022-02-08 11:40:00,748 - mmaction - INFO - Epoch [58][460/940] lr: 4.000e-01, eta: 2 days, 19:54:50, time: 1.175, data_time: 0.046, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5801, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.1604 2022-02-08 11:40:24,264 - mmaction - INFO - Epoch [58][480/940] lr: 4.000e-01, eta: 2 days, 19:54:15, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3086, top5_acc: 0.5639, loss_cls: 3.1527, loss: 3.1527, grad_norm: 1.1322 2022-02-08 11:40:47,792 - mmaction - INFO - Epoch [58][500/940] lr: 4.000e-01, eta: 2 days, 19:53:39, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5807, loss_cls: 3.1234, loss: 3.1234, grad_norm: 1.1459 2022-02-08 11:41:11,337 - mmaction - INFO - Epoch [58][520/940] lr: 4.000e-01, eta: 2 days, 19:53:04, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5699, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.1388 2022-02-08 11:41:34,797 - mmaction - INFO - Epoch [58][540/940] lr: 4.000e-01, eta: 2 days, 19:52:28, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5717, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.1484 2022-02-08 11:41:58,303 - mmaction - INFO - Epoch [58][560/940] lr: 4.000e-01, eta: 2 days, 19:51:53, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5863, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.1100 2022-02-08 11:42:21,770 - mmaction - INFO - Epoch [58][580/940] lr: 4.000e-01, eta: 2 days, 19:51:17, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5805, loss_cls: 3.0634, loss: 3.0634, grad_norm: 1.1404 2022-02-08 11:42:45,211 - mmaction - INFO - Epoch [58][600/940] lr: 4.000e-01, eta: 2 days, 19:50:42, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5789, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.1642 2022-02-08 11:43:08,710 - mmaction - INFO - Epoch [58][620/940] lr: 4.000e-01, eta: 2 days, 19:50:06, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3078, top5_acc: 0.5648, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.1550 2022-02-08 11:43:32,212 - mmaction - INFO - Epoch [58][640/940] lr: 4.000e-01, eta: 2 days, 19:49:31, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3316, top5_acc: 0.5807, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.1543 2022-02-08 11:43:55,688 - mmaction - INFO - Epoch [58][660/940] lr: 4.000e-01, eta: 2 days, 19:48:55, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5889, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.1497 2022-02-08 11:44:19,163 - mmaction - INFO - Epoch [58][680/940] lr: 4.000e-01, eta: 2 days, 19:48:20, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5764, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.1444 2022-02-08 11:44:42,701 - mmaction - INFO - Epoch [58][700/940] lr: 4.000e-01, eta: 2 days, 19:47:44, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5773, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.1476 2022-02-08 11:45:06,495 - mmaction - INFO - Epoch [58][720/940] lr: 4.000e-01, eta: 2 days, 19:47:10, time: 1.190, data_time: 0.063, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5750, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.1395 2022-02-08 11:45:29,916 - mmaction - INFO - Epoch [58][740/940] lr: 4.000e-01, eta: 2 days, 19:46:34, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5822, loss_cls: 3.0855, loss: 3.0855, grad_norm: 1.1287 2022-02-08 11:45:53,363 - mmaction - INFO - Epoch [58][760/940] lr: 4.000e-01, eta: 2 days, 19:45:59, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5607, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.1416 2022-02-08 11:46:16,752 - mmaction - INFO - Epoch [58][780/940] lr: 4.000e-01, eta: 2 days, 19:45:23, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5643, loss_cls: 3.1653, loss: 3.1653, grad_norm: 1.1259 2022-02-08 11:46:40,126 - mmaction - INFO - Epoch [58][800/940] lr: 4.000e-01, eta: 2 days, 19:44:47, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3316, top5_acc: 0.5813, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.1174 2022-02-08 11:47:03,535 - mmaction - INFO - Epoch [58][820/940] lr: 4.000e-01, eta: 2 days, 19:44:11, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3162, top5_acc: 0.5672, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.1421 2022-02-08 11:47:26,835 - mmaction - INFO - Epoch [58][840/940] lr: 4.000e-01, eta: 2 days, 19:43:35, time: 1.165, data_time: 0.057, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5678, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.1368 2022-02-08 11:47:50,267 - mmaction - INFO - Epoch [58][860/940] lr: 4.000e-01, eta: 2 days, 19:43:00, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5787, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.1166 2022-02-08 11:48:13,737 - mmaction - INFO - Epoch [58][880/940] lr: 4.000e-01, eta: 2 days, 19:42:24, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5707, loss_cls: 3.1104, loss: 3.1104, grad_norm: 1.1484 2022-02-08 11:48:37,203 - mmaction - INFO - Epoch [58][900/940] lr: 4.000e-01, eta: 2 days, 19:41:49, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5674, loss_cls: 3.1392, loss: 3.1392, grad_norm: 1.1295 2022-02-08 11:49:00,617 - mmaction - INFO - Epoch [58][920/940] lr: 4.000e-01, eta: 2 days, 19:41:13, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5760, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.1217 2022-02-08 11:49:22,940 - mmaction - INFO - Epoch [58][940/940] lr: 4.000e-01, eta: 2 days, 19:40:34, time: 1.116, data_time: 0.063, memory: 9497, top1_acc: 0.3224, top5_acc: 0.5712, loss_cls: 3.1417, loss: 3.1417, grad_norm: 1.1549 2022-02-08 11:52:10,479 - mmaction - INFO - Epoch [59][20/940] lr: 4.000e-01, eta: 2 days, 19:48:02, time: 8.261, data_time: 6.724, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5766, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.1457 2022-02-08 11:52:33,682 - mmaction - INFO - Epoch [59][40/940] lr: 4.000e-01, eta: 2 days, 19:47:25, time: 1.160, data_time: 0.048, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5820, loss_cls: 3.0882, loss: 3.0882, grad_norm: 1.1308 2022-02-08 11:52:56,878 - mmaction - INFO - Epoch [59][60/940] lr: 4.000e-01, eta: 2 days, 19:46:49, time: 1.160, data_time: 0.042, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5609, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.1345 2022-02-08 11:53:20,129 - mmaction - INFO - Epoch [59][80/940] lr: 4.000e-01, eta: 2 days, 19:46:12, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.3316, top5_acc: 0.5895, loss_cls: 3.0589, loss: 3.0589, grad_norm: 1.1341 2022-02-08 11:53:43,536 - mmaction - INFO - Epoch [59][100/940] lr: 4.000e-01, eta: 2 days, 19:45:37, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.3316, top5_acc: 0.5836, loss_cls: 3.1002, loss: 3.1002, grad_norm: 1.1486 2022-02-08 11:54:07,014 - mmaction - INFO - Epoch [59][120/940] lr: 4.000e-01, eta: 2 days, 19:45:01, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.3354, top5_acc: 0.5824, loss_cls: 3.0658, loss: 3.0658, grad_norm: 1.1232 2022-02-08 11:54:30,407 - mmaction - INFO - Epoch [59][140/940] lr: 4.000e-01, eta: 2 days, 19:44:25, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5832, loss_cls: 3.0639, loss: 3.0639, grad_norm: 1.1533 2022-02-08 11:54:53,836 - mmaction - INFO - Epoch [59][160/940] lr: 4.000e-01, eta: 2 days, 19:43:49, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5824, loss_cls: 3.0818, loss: 3.0818, grad_norm: 1.1409 2022-02-08 11:55:17,191 - mmaction - INFO - Epoch [59][180/940] lr: 4.000e-01, eta: 2 days, 19:43:13, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5834, loss_cls: 3.0643, loss: 3.0643, grad_norm: 1.1272 2022-02-08 11:55:40,439 - mmaction - INFO - Epoch [59][200/940] lr: 4.000e-01, eta: 2 days, 19:42:37, time: 1.163, data_time: 0.050, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5691, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.1636 2022-02-08 11:56:03,732 - mmaction - INFO - Epoch [59][220/940] lr: 4.000e-01, eta: 2 days, 19:42:01, time: 1.164, data_time: 0.055, memory: 9497, top1_acc: 0.3355, top5_acc: 0.5955, loss_cls: 3.0376, loss: 3.0376, grad_norm: 1.1310 2022-02-08 11:56:27,166 - mmaction - INFO - Epoch [59][240/940] lr: 4.000e-01, eta: 2 days, 19:41:25, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5803, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.1511 2022-02-08 11:56:50,553 - mmaction - INFO - Epoch [59][260/940] lr: 4.000e-01, eta: 2 days, 19:40:49, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5754, loss_cls: 3.1355, loss: 3.1355, grad_norm: 1.1531 2022-02-08 11:57:13,854 - mmaction - INFO - Epoch [59][280/940] lr: 4.000e-01, eta: 2 days, 19:40:13, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5678, loss_cls: 3.1673, loss: 3.1673, grad_norm: 1.1271 2022-02-08 11:57:37,123 - mmaction - INFO - Epoch [59][300/940] lr: 4.000e-01, eta: 2 days, 19:39:37, time: 1.164, data_time: 0.052, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5873, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.1206 2022-02-08 11:58:00,500 - mmaction - INFO - Epoch [59][320/940] lr: 4.000e-01, eta: 2 days, 19:39:01, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5803, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.1638 2022-02-08 11:58:23,845 - mmaction - INFO - Epoch [59][340/940] lr: 4.000e-01, eta: 2 days, 19:38:25, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5736, loss_cls: 3.0957, loss: 3.0957, grad_norm: 1.1589 2022-02-08 11:58:47,258 - mmaction - INFO - Epoch [59][360/940] lr: 4.000e-01, eta: 2 days, 19:37:50, time: 1.171, data_time: 0.061, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5701, loss_cls: 3.1401, loss: 3.1401, grad_norm: 1.1236 2022-02-08 11:59:10,645 - mmaction - INFO - Epoch [59][380/940] lr: 4.000e-01, eta: 2 days, 19:37:14, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.3125, top5_acc: 0.5664, loss_cls: 3.1382, loss: 3.1382, grad_norm: 1.1543 2022-02-08 11:59:34,061 - mmaction - INFO - Epoch [59][400/940] lr: 4.000e-01, eta: 2 days, 19:36:38, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5699, loss_cls: 3.1453, loss: 3.1453, grad_norm: 1.1473 2022-02-08 11:59:57,355 - mmaction - INFO - Epoch [59][420/940] lr: 4.000e-01, eta: 2 days, 19:36:02, time: 1.165, data_time: 0.055, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5861, loss_cls: 3.0582, loss: 3.0582, grad_norm: 1.1032 2022-02-08 12:00:21,601 - mmaction - INFO - Epoch [59][440/940] lr: 4.000e-01, eta: 2 days, 19:35:29, time: 1.212, data_time: 0.054, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5787, loss_cls: 3.1330, loss: 3.1330, grad_norm: 1.1632 2022-02-08 12:00:44,982 - mmaction - INFO - Epoch [59][460/940] lr: 4.000e-01, eta: 2 days, 19:34:53, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5838, loss_cls: 3.0734, loss: 3.0734, grad_norm: 1.1476 2022-02-08 12:01:08,435 - mmaction - INFO - Epoch [59][480/940] lr: 4.000e-01, eta: 2 days, 19:34:18, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5703, loss_cls: 3.1395, loss: 3.1395, grad_norm: 1.1392 2022-02-08 12:01:31,887 - mmaction - INFO - Epoch [59][500/940] lr: 4.000e-01, eta: 2 days, 19:33:42, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5781, loss_cls: 3.0842, loss: 3.0842, grad_norm: 1.1259 2022-02-08 12:01:55,446 - mmaction - INFO - Epoch [59][520/940] lr: 4.000e-01, eta: 2 days, 19:33:07, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5801, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.1339 2022-02-08 12:02:19,118 - mmaction - INFO - Epoch [59][540/940] lr: 4.000e-01, eta: 2 days, 19:32:33, time: 1.184, data_time: 0.058, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5695, loss_cls: 3.1162, loss: 3.1162, grad_norm: 1.1430 2022-02-08 12:02:42,622 - mmaction - INFO - Epoch [59][560/940] lr: 4.000e-01, eta: 2 days, 19:31:57, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5742, loss_cls: 3.1349, loss: 3.1349, grad_norm: 1.1461 2022-02-08 12:03:06,235 - mmaction - INFO - Epoch [59][580/940] lr: 4.000e-01, eta: 2 days, 19:31:22, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5754, loss_cls: 3.0995, loss: 3.0995, grad_norm: 1.1450 2022-02-08 12:03:29,791 - mmaction - INFO - Epoch [59][600/940] lr: 4.000e-01, eta: 2 days, 19:30:47, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5814, loss_cls: 3.0854, loss: 3.0854, grad_norm: 1.1552 2022-02-08 12:03:53,255 - mmaction - INFO - Epoch [59][620/940] lr: 4.000e-01, eta: 2 days, 19:30:12, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5584, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.1544 2022-02-08 12:04:16,922 - mmaction - INFO - Epoch [59][640/940] lr: 4.000e-01, eta: 2 days, 19:29:37, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5707, loss_cls: 3.1511, loss: 3.1511, grad_norm: 1.1330 2022-02-08 12:04:40,397 - mmaction - INFO - Epoch [59][660/940] lr: 4.000e-01, eta: 2 days, 19:29:02, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3162, top5_acc: 0.5768, loss_cls: 3.0944, loss: 3.0944, grad_norm: 1.1442 2022-02-08 12:05:03,926 - mmaction - INFO - Epoch [59][680/940] lr: 4.000e-01, eta: 2 days, 19:28:27, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5861, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.1279 2022-02-08 12:05:27,395 - mmaction - INFO - Epoch [59][700/940] lr: 4.000e-01, eta: 2 days, 19:27:51, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5771, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.1450 2022-02-08 12:05:51,042 - mmaction - INFO - Epoch [59][720/940] lr: 4.000e-01, eta: 2 days, 19:27:16, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5777, loss_cls: 3.1245, loss: 3.1245, grad_norm: 1.1451 2022-02-08 12:06:14,608 - mmaction - INFO - Epoch [59][740/940] lr: 4.000e-01, eta: 2 days, 19:26:41, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5691, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.1380 2022-02-08 12:06:38,005 - mmaction - INFO - Epoch [59][760/940] lr: 4.000e-01, eta: 2 days, 19:26:06, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5658, loss_cls: 3.1566, loss: 3.1566, grad_norm: 1.1270 2022-02-08 12:07:01,468 - mmaction - INFO - Epoch [59][780/940] lr: 4.000e-01, eta: 2 days, 19:25:31, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5764, loss_cls: 3.1243, loss: 3.1243, grad_norm: 1.1206 2022-02-08 12:07:24,993 - mmaction - INFO - Epoch [59][800/940] lr: 4.000e-01, eta: 2 days, 19:24:55, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5779, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.1335 2022-02-08 12:07:48,492 - mmaction - INFO - Epoch [59][820/940] lr: 4.000e-01, eta: 2 days, 19:24:20, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5750, loss_cls: 3.1318, loss: 3.1318, grad_norm: 1.1527 2022-02-08 12:08:11,911 - mmaction - INFO - Epoch [59][840/940] lr: 4.000e-01, eta: 2 days, 19:23:45, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5768, loss_cls: 3.1302, loss: 3.1302, grad_norm: 1.1503 2022-02-08 12:08:35,285 - mmaction - INFO - Epoch [59][860/940] lr: 4.000e-01, eta: 2 days, 19:23:09, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.3115, top5_acc: 0.5619, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.1402 2022-02-08 12:08:58,713 - mmaction - INFO - Epoch [59][880/940] lr: 4.000e-01, eta: 2 days, 19:22:34, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3178, top5_acc: 0.5859, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.1384 2022-02-08 12:09:22,179 - mmaction - INFO - Epoch [59][900/940] lr: 4.000e-01, eta: 2 days, 19:21:58, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5746, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.1276 2022-02-08 12:09:45,651 - mmaction - INFO - Epoch [59][920/940] lr: 4.000e-01, eta: 2 days, 19:21:23, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5768, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.1412 2022-02-08 12:10:08,771 - mmaction - INFO - Epoch [59][940/940] lr: 4.000e-01, eta: 2 days, 19:20:47, time: 1.156, data_time: 0.056, memory: 9497, top1_acc: 0.3190, top5_acc: 0.5649, loss_cls: 3.1557, loss: 3.1557, grad_norm: 1.1495 2022-02-08 12:12:32,210 - mmaction - INFO - Epoch [60][20/940] lr: 4.000e-01, eta: 2 days, 19:26:44, time: 7.053, data_time: 5.727, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5766, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.1571 2022-02-08 12:12:55,236 - mmaction - INFO - Epoch [60][40/940] lr: 4.000e-01, eta: 2 days, 19:26:07, time: 1.151, data_time: 0.049, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5699, loss_cls: 3.1452, loss: 3.1452, grad_norm: 1.1501 2022-02-08 12:13:18,416 - mmaction - INFO - Epoch [60][60/940] lr: 4.000e-01, eta: 2 days, 19:25:31, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5803, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.1270 2022-02-08 12:13:41,903 - mmaction - INFO - Epoch [60][80/940] lr: 4.000e-01, eta: 2 days, 19:24:55, time: 1.174, data_time: 0.042, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5775, loss_cls: 3.0889, loss: 3.0889, grad_norm: 1.1659 2022-02-08 12:14:05,283 - mmaction - INFO - Epoch [60][100/940] lr: 4.000e-01, eta: 2 days, 19:24:20, time: 1.169, data_time: 0.044, memory: 9497, top1_acc: 0.3348, top5_acc: 0.5893, loss_cls: 3.0547, loss: 3.0547, grad_norm: 1.1408 2022-02-08 12:14:28,833 - mmaction - INFO - Epoch [60][120/940] lr: 4.000e-01, eta: 2 days, 19:23:45, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5824, loss_cls: 3.0802, loss: 3.0802, grad_norm: 1.1486 2022-02-08 12:14:52,126 - mmaction - INFO - Epoch [60][140/940] lr: 4.000e-01, eta: 2 days, 19:23:09, time: 1.164, data_time: 0.051, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5725, loss_cls: 3.1165, loss: 3.1165, grad_norm: 1.1211 2022-02-08 12:15:15,408 - mmaction - INFO - Epoch [60][160/940] lr: 4.000e-01, eta: 2 days, 19:22:33, time: 1.164, data_time: 0.051, memory: 9497, top1_acc: 0.3328, top5_acc: 0.5908, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.1391 2022-02-08 12:15:38,653 - mmaction - INFO - Epoch [60][180/940] lr: 4.000e-01, eta: 2 days, 19:21:56, time: 1.162, data_time: 0.052, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5660, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.1327 2022-02-08 12:16:01,997 - mmaction - INFO - Epoch [60][200/940] lr: 4.000e-01, eta: 2 days, 19:21:21, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5781, loss_cls: 3.1163, loss: 3.1163, grad_norm: 1.1403 2022-02-08 12:16:25,283 - mmaction - INFO - Epoch [60][220/940] lr: 4.000e-01, eta: 2 days, 19:20:45, time: 1.163, data_time: 0.049, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5777, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.1402 2022-02-08 12:16:48,617 - mmaction - INFO - Epoch [60][240/940] lr: 4.000e-01, eta: 2 days, 19:20:09, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5766, loss_cls: 3.1269, loss: 3.1269, grad_norm: 1.1222 2022-02-08 12:17:11,964 - mmaction - INFO - Epoch [60][260/940] lr: 4.000e-01, eta: 2 days, 19:19:33, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5695, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.1332 2022-02-08 12:17:35,264 - mmaction - INFO - Epoch [60][280/940] lr: 4.000e-01, eta: 2 days, 19:18:57, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5811, loss_cls: 3.1281, loss: 3.1281, grad_norm: 1.1609 2022-02-08 12:17:58,697 - mmaction - INFO - Epoch [60][300/940] lr: 4.000e-01, eta: 2 days, 19:18:22, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5660, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.1320 2022-02-08 12:18:22,053 - mmaction - INFO - Epoch [60][320/940] lr: 4.000e-01, eta: 2 days, 19:17:46, time: 1.168, data_time: 0.059, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5766, loss_cls: 3.0819, loss: 3.0819, grad_norm: 1.1430 2022-02-08 12:18:45,436 - mmaction - INFO - Epoch [60][340/940] lr: 4.000e-01, eta: 2 days, 19:17:11, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5846, loss_cls: 3.0696, loss: 3.0696, grad_norm: 1.1538 2022-02-08 12:19:08,890 - mmaction - INFO - Epoch [60][360/940] lr: 4.000e-01, eta: 2 days, 19:16:35, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5881, loss_cls: 3.0977, loss: 3.0977, grad_norm: 1.1373 2022-02-08 12:19:32,419 - mmaction - INFO - Epoch [60][380/940] lr: 4.000e-01, eta: 2 days, 19:16:00, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5695, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.1658 2022-02-08 12:19:55,855 - mmaction - INFO - Epoch [60][400/940] lr: 4.000e-01, eta: 2 days, 19:15:25, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5693, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.1427 2022-02-08 12:20:19,446 - mmaction - INFO - Epoch [60][420/940] lr: 4.000e-01, eta: 2 days, 19:14:50, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5633, loss_cls: 3.1654, loss: 3.1654, grad_norm: 1.1383 2022-02-08 12:20:42,842 - mmaction - INFO - Epoch [60][440/940] lr: 4.000e-01, eta: 2 days, 19:14:14, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5795, loss_cls: 3.1184, loss: 3.1184, grad_norm: 1.1526 2022-02-08 12:21:06,335 - mmaction - INFO - Epoch [60][460/940] lr: 4.000e-01, eta: 2 days, 19:13:39, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5846, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.1540 2022-02-08 12:21:29,803 - mmaction - INFO - Epoch [60][480/940] lr: 4.000e-01, eta: 2 days, 19:13:04, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5777, loss_cls: 3.1432, loss: 3.1432, grad_norm: 1.1386 2022-02-08 12:21:53,280 - mmaction - INFO - Epoch [60][500/940] lr: 4.000e-01, eta: 2 days, 19:12:29, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5846, loss_cls: 3.1031, loss: 3.1031, grad_norm: 1.1509 2022-02-08 12:22:16,735 - mmaction - INFO - Epoch [60][520/940] lr: 4.000e-01, eta: 2 days, 19:11:54, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5828, loss_cls: 3.0609, loss: 3.0609, grad_norm: 1.1405 2022-02-08 12:22:40,372 - mmaction - INFO - Epoch [60][540/940] lr: 4.000e-01, eta: 2 days, 19:11:19, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5721, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.1492 2022-02-08 12:23:03,946 - mmaction - INFO - Epoch [60][560/940] lr: 4.000e-01, eta: 2 days, 19:10:44, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5703, loss_cls: 3.1453, loss: 3.1453, grad_norm: 1.1335 2022-02-08 12:23:27,510 - mmaction - INFO - Epoch [60][580/940] lr: 4.000e-01, eta: 2 days, 19:10:09, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5777, loss_cls: 3.1009, loss: 3.1009, grad_norm: 1.1358 2022-02-08 12:23:50,985 - mmaction - INFO - Epoch [60][600/940] lr: 4.000e-01, eta: 2 days, 19:09:34, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5838, loss_cls: 3.0889, loss: 3.0889, grad_norm: 1.1307 2022-02-08 12:24:14,566 - mmaction - INFO - Epoch [60][620/940] lr: 4.000e-01, eta: 2 days, 19:08:59, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5727, loss_cls: 3.1465, loss: 3.1465, grad_norm: 1.1426 2022-02-08 12:24:38,060 - mmaction - INFO - Epoch [60][640/940] lr: 4.000e-01, eta: 2 days, 19:08:24, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5838, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.1667 2022-02-08 12:25:01,511 - mmaction - INFO - Epoch [60][660/940] lr: 4.000e-01, eta: 2 days, 19:07:49, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5604, loss_cls: 3.1549, loss: 3.1549, grad_norm: 1.1341 2022-02-08 12:25:25,022 - mmaction - INFO - Epoch [60][680/940] lr: 4.000e-01, eta: 2 days, 19:07:14, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5662, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.1295 2022-02-08 12:25:48,537 - mmaction - INFO - Epoch [60][700/940] lr: 4.000e-01, eta: 2 days, 19:06:39, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5836, loss_cls: 3.0885, loss: 3.0885, grad_norm: 1.1313 2022-02-08 12:26:11,877 - mmaction - INFO - Epoch [60][720/940] lr: 4.000e-01, eta: 2 days, 19:06:03, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5703, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.1385 2022-02-08 12:26:35,310 - mmaction - INFO - Epoch [60][740/940] lr: 4.000e-01, eta: 2 days, 19:05:28, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5818, loss_cls: 3.0758, loss: 3.0758, grad_norm: 1.1313 2022-02-08 12:26:58,757 - mmaction - INFO - Epoch [60][760/940] lr: 4.000e-01, eta: 2 days, 19:04:53, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5820, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.1514 2022-02-08 12:27:22,162 - mmaction - INFO - Epoch [60][780/940] lr: 4.000e-01, eta: 2 days, 19:04:18, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5791, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.1418 2022-02-08 12:27:45,597 - mmaction - INFO - Epoch [60][800/940] lr: 4.000e-01, eta: 2 days, 19:03:42, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5715, loss_cls: 3.1396, loss: 3.1396, grad_norm: 1.1278 2022-02-08 12:28:09,075 - mmaction - INFO - Epoch [60][820/940] lr: 4.000e-01, eta: 2 days, 19:03:07, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5686, loss_cls: 3.1300, loss: 3.1300, grad_norm: 1.1189 2022-02-08 12:28:32,623 - mmaction - INFO - Epoch [60][840/940] lr: 4.000e-01, eta: 2 days, 19:02:33, time: 1.178, data_time: 0.045, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5746, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.1379 2022-02-08 12:28:56,125 - mmaction - INFO - Epoch [60][860/940] lr: 4.000e-01, eta: 2 days, 19:01:58, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5748, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.1568 2022-02-08 12:29:19,666 - mmaction - INFO - Epoch [60][880/940] lr: 4.000e-01, eta: 2 days, 19:01:23, time: 1.178, data_time: 0.046, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5762, loss_cls: 3.1017, loss: 3.1017, grad_norm: 1.1466 2022-02-08 12:29:43,233 - mmaction - INFO - Epoch [60][900/940] lr: 4.000e-01, eta: 2 days, 19:00:48, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5762, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.1294 2022-02-08 12:30:06,775 - mmaction - INFO - Epoch [60][920/940] lr: 4.000e-01, eta: 2 days, 19:00:13, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5691, loss_cls: 3.1416, loss: 3.1416, grad_norm: 1.1577 2022-02-08 12:30:29,078 - mmaction - INFO - Epoch [60][940/940] lr: 4.000e-01, eta: 2 days, 18:59:34, time: 1.115, data_time: 0.057, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5710, loss_cls: 3.1555, loss: 3.1555, grad_norm: 1.1622 2022-02-08 12:30:31,168 - mmaction - INFO - Saving checkpoint at 60 epochs 2022-02-08 12:33:18,707 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 12:33:19,479 - mmaction - INFO - top1_acc 0.3316 top5_acc 0.6085 2022-02-08 12:33:19,479 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 12:33:19,518 - mmaction - INFO - mean_acc 0.3316 2022-02-08 12:33:19,526 - mmaction - INFO - Epoch(val) [60][78] top1_acc: 0.3316, top5_acc: 0.6085, mean_class_accuracy: 0.3316 2022-02-08 12:35:39,045 - mmaction - INFO - Epoch [61][20/940] lr: 4.000e-01, eta: 2 days, 19:05:18, time: 6.972, data_time: 5.610, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5789, loss_cls: 3.1021, loss: 3.1021, grad_norm: 1.1185 2022-02-08 12:36:02,062 - mmaction - INFO - Epoch [61][40/940] lr: 4.000e-01, eta: 2 days, 19:04:41, time: 1.151, data_time: 0.046, memory: 9497, top1_acc: 0.3402, top5_acc: 0.5797, loss_cls: 3.0430, loss: 3.0430, grad_norm: 1.1402 2022-02-08 12:36:25,283 - mmaction - INFO - Epoch [61][60/940] lr: 4.000e-01, eta: 2 days, 19:04:05, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.3346, top5_acc: 0.5789, loss_cls: 3.1094, loss: 3.1094, grad_norm: 1.1538 2022-02-08 12:36:48,460 - mmaction - INFO - Epoch [61][80/940] lr: 4.000e-01, eta: 2 days, 19:03:29, time: 1.158, data_time: 0.045, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5652, loss_cls: 3.1269, loss: 3.1269, grad_norm: 1.1176 2022-02-08 12:37:11,703 - mmaction - INFO - Epoch [61][100/940] lr: 4.000e-01, eta: 2 days, 19:02:53, time: 1.163, data_time: 0.050, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5865, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.1412 2022-02-08 12:37:34,950 - mmaction - INFO - Epoch [61][120/940] lr: 4.000e-01, eta: 2 days, 19:02:17, time: 1.162, data_time: 0.041, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5797, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.1385 2022-02-08 12:37:58,211 - mmaction - INFO - Epoch [61][140/940] lr: 4.000e-01, eta: 2 days, 19:01:42, time: 1.164, data_time: 0.046, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5869, loss_cls: 3.0734, loss: 3.0734, grad_norm: 1.1406 2022-02-08 12:38:21,429 - mmaction - INFO - Epoch [61][160/940] lr: 4.000e-01, eta: 2 days, 19:01:06, time: 1.161, data_time: 0.050, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5732, loss_cls: 3.1269, loss: 3.1269, grad_norm: 1.1244 2022-02-08 12:38:44,758 - mmaction - INFO - Epoch [61][180/940] lr: 4.000e-01, eta: 2 days, 19:00:30, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5621, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.1587 2022-02-08 12:39:08,059 - mmaction - INFO - Epoch [61][200/940] lr: 4.000e-01, eta: 2 days, 18:59:54, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5621, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.1290 2022-02-08 12:39:31,444 - mmaction - INFO - Epoch [61][220/940] lr: 4.000e-01, eta: 2 days, 18:59:19, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5842, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.1291 2022-02-08 12:39:54,776 - mmaction - INFO - Epoch [61][240/940] lr: 4.000e-01, eta: 2 days, 18:58:43, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5717, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.1567 2022-02-08 12:40:18,247 - mmaction - INFO - Epoch [61][260/940] lr: 4.000e-01, eta: 2 days, 18:58:08, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5777, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.1698 2022-02-08 12:40:41,824 - mmaction - INFO - Epoch [61][280/940] lr: 4.000e-01, eta: 2 days, 18:57:33, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5713, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.1606 2022-02-08 12:41:05,362 - mmaction - INFO - Epoch [61][300/940] lr: 4.000e-01, eta: 2 days, 18:56:59, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5787, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.1615 2022-02-08 12:41:28,847 - mmaction - INFO - Epoch [61][320/940] lr: 4.000e-01, eta: 2 days, 18:56:24, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5857, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.1348 2022-02-08 12:41:52,189 - mmaction - INFO - Epoch [61][340/940] lr: 4.000e-01, eta: 2 days, 18:55:48, time: 1.167, data_time: 0.055, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5771, loss_cls: 3.1056, loss: 3.1056, grad_norm: 1.1380 2022-02-08 12:42:15,638 - mmaction - INFO - Epoch [61][360/940] lr: 4.000e-01, eta: 2 days, 18:55:13, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5670, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.1419 2022-02-08 12:42:39,159 - mmaction - INFO - Epoch [61][380/940] lr: 4.000e-01, eta: 2 days, 18:54:38, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5750, loss_cls: 3.1389, loss: 3.1389, grad_norm: 1.1604 2022-02-08 12:43:02,594 - mmaction - INFO - Epoch [61][400/940] lr: 4.000e-01, eta: 2 days, 18:54:03, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5818, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.1316 2022-02-08 12:43:26,085 - mmaction - INFO - Epoch [61][420/940] lr: 4.000e-01, eta: 2 days, 18:53:28, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5750, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.1346 2022-02-08 12:43:49,562 - mmaction - INFO - Epoch [61][440/940] lr: 4.000e-01, eta: 2 days, 18:52:53, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5734, loss_cls: 3.1189, loss: 3.1189, grad_norm: 1.1461 2022-02-08 12:44:12,998 - mmaction - INFO - Epoch [61][460/940] lr: 4.000e-01, eta: 2 days, 18:52:18, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5691, loss_cls: 3.1165, loss: 3.1165, grad_norm: 1.1531 2022-02-08 12:44:36,458 - mmaction - INFO - Epoch [61][480/940] lr: 4.000e-01, eta: 2 days, 18:51:43, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5836, loss_cls: 3.0644, loss: 3.0644, grad_norm: 1.1671 2022-02-08 12:44:59,982 - mmaction - INFO - Epoch [61][500/940] lr: 4.000e-01, eta: 2 days, 18:51:08, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5828, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.1610 2022-02-08 12:45:23,418 - mmaction - INFO - Epoch [61][520/940] lr: 4.000e-01, eta: 2 days, 18:50:33, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5680, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.1616 2022-02-08 12:45:46,961 - mmaction - INFO - Epoch [61][540/940] lr: 4.000e-01, eta: 2 days, 18:49:58, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5738, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.1277 2022-02-08 12:46:10,581 - mmaction - INFO - Epoch [61][560/940] lr: 4.000e-01, eta: 2 days, 18:49:24, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5779, loss_cls: 3.0995, loss: 3.0995, grad_norm: 1.1427 2022-02-08 12:46:34,027 - mmaction - INFO - Epoch [61][580/940] lr: 4.000e-01, eta: 2 days, 18:48:49, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5723, loss_cls: 3.1258, loss: 3.1258, grad_norm: 1.1240 2022-02-08 12:46:57,536 - mmaction - INFO - Epoch [61][600/940] lr: 4.000e-01, eta: 2 days, 18:48:14, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3365, top5_acc: 0.5785, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.1334 2022-02-08 12:47:20,984 - mmaction - INFO - Epoch [61][620/940] lr: 4.000e-01, eta: 2 days, 18:47:39, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5777, loss_cls: 3.0899, loss: 3.0899, grad_norm: 1.1540 2022-02-08 12:47:44,490 - mmaction - INFO - Epoch [61][640/940] lr: 4.000e-01, eta: 2 days, 18:47:04, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5854, loss_cls: 3.0730, loss: 3.0730, grad_norm: 1.1262 2022-02-08 12:48:07,890 - mmaction - INFO - Epoch [61][660/940] lr: 4.000e-01, eta: 2 days, 18:46:29, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5805, loss_cls: 3.0787, loss: 3.0787, grad_norm: 1.1590 2022-02-08 12:48:31,414 - mmaction - INFO - Epoch [61][680/940] lr: 4.000e-01, eta: 2 days, 18:45:54, time: 1.176, data_time: 0.043, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5832, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.1399 2022-02-08 12:48:54,817 - mmaction - INFO - Epoch [61][700/940] lr: 4.000e-01, eta: 2 days, 18:45:19, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5762, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.1451 2022-02-08 12:49:18,328 - mmaction - INFO - Epoch [61][720/940] lr: 4.000e-01, eta: 2 days, 18:44:44, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5707, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.1340 2022-02-08 12:49:41,836 - mmaction - INFO - Epoch [61][740/940] lr: 4.000e-01, eta: 2 days, 18:44:09, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5730, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.1228 2022-02-08 12:50:05,355 - mmaction - INFO - Epoch [61][760/940] lr: 4.000e-01, eta: 2 days, 18:43:34, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5799, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.1466 2022-02-08 12:50:28,830 - mmaction - INFO - Epoch [61][780/940] lr: 4.000e-01, eta: 2 days, 18:43:00, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5584, loss_cls: 3.2000, loss: 3.2000, grad_norm: 1.1326 2022-02-08 12:50:52,277 - mmaction - INFO - Epoch [61][800/940] lr: 4.000e-01, eta: 2 days, 18:42:25, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5736, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.1270 2022-02-08 12:51:15,690 - mmaction - INFO - Epoch [61][820/940] lr: 4.000e-01, eta: 2 days, 18:41:50, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5686, loss_cls: 3.1417, loss: 3.1417, grad_norm: 1.1381 2022-02-08 12:51:39,360 - mmaction - INFO - Epoch [61][840/940] lr: 4.000e-01, eta: 2 days, 18:41:15, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5752, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.1278 2022-02-08 12:52:02,904 - mmaction - INFO - Epoch [61][860/940] lr: 4.000e-01, eta: 2 days, 18:40:41, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5762, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.1485 2022-02-08 12:52:26,376 - mmaction - INFO - Epoch [61][880/940] lr: 4.000e-01, eta: 2 days, 18:40:06, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5748, loss_cls: 3.1498, loss: 3.1498, grad_norm: 1.1422 2022-02-08 12:52:49,962 - mmaction - INFO - Epoch [61][900/940] lr: 4.000e-01, eta: 2 days, 18:39:31, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5785, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.1064 2022-02-08 12:53:13,638 - mmaction - INFO - Epoch [61][920/940] lr: 4.000e-01, eta: 2 days, 18:38:57, time: 1.184, data_time: 0.058, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5791, loss_cls: 3.1147, loss: 3.1147, grad_norm: 1.1423 2022-02-08 12:53:35,945 - mmaction - INFO - Epoch [61][940/940] lr: 4.000e-01, eta: 2 days, 18:38:19, time: 1.116, data_time: 0.063, memory: 9497, top1_acc: 0.3192, top5_acc: 0.5637, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.1367 2022-02-08 12:56:15,663 - mmaction - INFO - Epoch [62][20/940] lr: 4.000e-01, eta: 2 days, 18:44:46, time: 7.778, data_time: 6.465, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5682, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.1416 2022-02-08 12:56:38,788 - mmaction - INFO - Epoch [62][40/940] lr: 4.000e-01, eta: 2 days, 18:44:10, time: 1.156, data_time: 0.051, memory: 9497, top1_acc: 0.3406, top5_acc: 0.5867, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.1362 2022-02-08 12:57:01,970 - mmaction - INFO - Epoch [62][60/940] lr: 4.000e-01, eta: 2 days, 18:43:34, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5807, loss_cls: 3.0989, loss: 3.0989, grad_norm: 1.1511 2022-02-08 12:57:25,183 - mmaction - INFO - Epoch [62][80/940] lr: 4.000e-01, eta: 2 days, 18:42:58, time: 1.161, data_time: 0.046, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5811, loss_cls: 3.0949, loss: 3.0949, grad_norm: 1.1256 2022-02-08 12:57:48,466 - mmaction - INFO - Epoch [62][100/940] lr: 4.000e-01, eta: 2 days, 18:42:22, time: 1.164, data_time: 0.053, memory: 9497, top1_acc: 0.3338, top5_acc: 0.5863, loss_cls: 3.0770, loss: 3.0770, grad_norm: 1.1195 2022-02-08 12:58:11,822 - mmaction - INFO - Epoch [62][120/940] lr: 4.000e-01, eta: 2 days, 18:41:47, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5746, loss_cls: 3.1008, loss: 3.1008, grad_norm: 1.1443 2022-02-08 12:58:35,187 - mmaction - INFO - Epoch [62][140/940] lr: 4.000e-01, eta: 2 days, 18:41:12, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5682, loss_cls: 3.1443, loss: 3.1443, grad_norm: 1.1468 2022-02-08 12:58:58,596 - mmaction - INFO - Epoch [62][160/940] lr: 4.000e-01, eta: 2 days, 18:40:37, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5883, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.1668 2022-02-08 12:59:21,923 - mmaction - INFO - Epoch [62][180/940] lr: 4.000e-01, eta: 2 days, 18:40:01, time: 1.165, data_time: 0.057, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5746, loss_cls: 3.1097, loss: 3.1097, grad_norm: 1.1333 2022-02-08 12:59:45,281 - mmaction - INFO - Epoch [62][200/940] lr: 4.000e-01, eta: 2 days, 18:39:26, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5781, loss_cls: 3.0900, loss: 3.0900, grad_norm: 1.1348 2022-02-08 13:00:08,687 - mmaction - INFO - Epoch [62][220/940] lr: 4.000e-01, eta: 2 days, 18:38:51, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5734, loss_cls: 3.1135, loss: 3.1135, grad_norm: 1.1471 2022-02-08 13:00:32,135 - mmaction - INFO - Epoch [62][240/940] lr: 4.000e-01, eta: 2 days, 18:38:16, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3318, top5_acc: 0.5881, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.1394 2022-02-08 13:00:55,490 - mmaction - INFO - Epoch [62][260/940] lr: 4.000e-01, eta: 2 days, 18:37:41, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5748, loss_cls: 3.1263, loss: 3.1263, grad_norm: 1.1470 2022-02-08 13:01:18,925 - mmaction - INFO - Epoch [62][280/940] lr: 4.000e-01, eta: 2 days, 18:37:06, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5736, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.1544 2022-02-08 13:01:42,456 - mmaction - INFO - Epoch [62][300/940] lr: 4.000e-01, eta: 2 days, 18:36:31, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5742, loss_cls: 3.1132, loss: 3.1132, grad_norm: 1.1359 2022-02-08 13:02:05,876 - mmaction - INFO - Epoch [62][320/940] lr: 4.000e-01, eta: 2 days, 18:35:56, time: 1.171, data_time: 0.062, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5623, loss_cls: 3.1655, loss: 3.1655, grad_norm: 1.1374 2022-02-08 13:02:29,365 - mmaction - INFO - Epoch [62][340/940] lr: 4.000e-01, eta: 2 days, 18:35:21, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5830, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.1298 2022-02-08 13:02:52,821 - mmaction - INFO - Epoch [62][360/940] lr: 4.000e-01, eta: 2 days, 18:34:46, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5813, loss_cls: 3.1081, loss: 3.1081, grad_norm: 1.1630 2022-02-08 13:03:16,287 - mmaction - INFO - Epoch [62][380/940] lr: 4.000e-01, eta: 2 days, 18:34:11, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5779, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.1261 2022-02-08 13:03:39,765 - mmaction - INFO - Epoch [62][400/940] lr: 4.000e-01, eta: 2 days, 18:33:36, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5832, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.1482 2022-02-08 13:04:03,249 - mmaction - INFO - Epoch [62][420/940] lr: 4.000e-01, eta: 2 days, 18:33:01, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5740, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.1505 2022-02-08 13:04:26,742 - mmaction - INFO - Epoch [62][440/940] lr: 4.000e-01, eta: 2 days, 18:32:27, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5666, loss_cls: 3.1407, loss: 3.1407, grad_norm: 1.1375 2022-02-08 13:04:50,170 - mmaction - INFO - Epoch [62][460/940] lr: 4.000e-01, eta: 2 days, 18:31:52, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5799, loss_cls: 3.1070, loss: 3.1070, grad_norm: 1.1252 2022-02-08 13:05:13,547 - mmaction - INFO - Epoch [62][480/940] lr: 4.000e-01, eta: 2 days, 18:31:17, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5668, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.1447 2022-02-08 13:05:37,018 - mmaction - INFO - Epoch [62][500/940] lr: 4.000e-01, eta: 2 days, 18:30:42, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3064, top5_acc: 0.5754, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.1520 2022-02-08 13:06:00,601 - mmaction - INFO - Epoch [62][520/940] lr: 4.000e-01, eta: 2 days, 18:30:07, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5727, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.1224 2022-02-08 13:06:24,088 - mmaction - INFO - Epoch [62][540/940] lr: 4.000e-01, eta: 2 days, 18:29:33, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5701, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.1435 2022-02-08 13:06:47,481 - mmaction - INFO - Epoch [62][560/940] lr: 4.000e-01, eta: 2 days, 18:28:58, time: 1.169, data_time: 0.061, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5883, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.1451 2022-02-08 13:07:10,968 - mmaction - INFO - Epoch [62][580/940] lr: 4.000e-01, eta: 2 days, 18:28:23, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5834, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.1371 2022-02-08 13:07:34,387 - mmaction - INFO - Epoch [62][600/940] lr: 4.000e-01, eta: 2 days, 18:27:48, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5723, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.1730 2022-02-08 13:07:57,920 - mmaction - INFO - Epoch [62][620/940] lr: 4.000e-01, eta: 2 days, 18:27:13, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5592, loss_cls: 3.1802, loss: 3.1802, grad_norm: 1.1319 2022-02-08 13:08:21,516 - mmaction - INFO - Epoch [62][640/940] lr: 4.000e-01, eta: 2 days, 18:26:39, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5650, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.1532 2022-02-08 13:08:45,054 - mmaction - INFO - Epoch [62][660/940] lr: 4.000e-01, eta: 2 days, 18:26:04, time: 1.178, data_time: 0.065, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5646, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.1345 2022-02-08 13:09:08,655 - mmaction - INFO - Epoch [62][680/940] lr: 4.000e-01, eta: 2 days, 18:25:30, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5758, loss_cls: 3.1377, loss: 3.1377, grad_norm: 1.1296 2022-02-08 13:09:32,317 - mmaction - INFO - Epoch [62][700/940] lr: 4.000e-01, eta: 2 days, 18:24:56, time: 1.183, data_time: 0.065, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5619, loss_cls: 3.1895, loss: 3.1895, grad_norm: 1.1265 2022-02-08 13:09:55,753 - mmaction - INFO - Epoch [62][720/940] lr: 4.000e-01, eta: 2 days, 18:24:21, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5746, loss_cls: 3.1261, loss: 3.1261, grad_norm: 1.1175 2022-02-08 13:10:19,423 - mmaction - INFO - Epoch [62][740/940] lr: 4.000e-01, eta: 2 days, 18:23:47, time: 1.183, data_time: 0.061, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5660, loss_cls: 3.1473, loss: 3.1473, grad_norm: 1.1282 2022-02-08 13:10:42,890 - mmaction - INFO - Epoch [62][760/940] lr: 4.000e-01, eta: 2 days, 18:23:12, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5852, loss_cls: 3.0816, loss: 3.0816, grad_norm: 1.1414 2022-02-08 13:11:06,452 - mmaction - INFO - Epoch [62][780/940] lr: 4.000e-01, eta: 2 days, 18:22:38, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5787, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.1379 2022-02-08 13:11:29,955 - mmaction - INFO - Epoch [62][800/940] lr: 4.000e-01, eta: 2 days, 18:22:03, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5809, loss_cls: 3.0903, loss: 3.0903, grad_norm: 1.1340 2022-02-08 13:11:53,363 - mmaction - INFO - Epoch [62][820/940] lr: 4.000e-01, eta: 2 days, 18:21:28, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5789, loss_cls: 3.1272, loss: 3.1272, grad_norm: 1.1515 2022-02-08 13:12:16,823 - mmaction - INFO - Epoch [62][840/940] lr: 4.000e-01, eta: 2 days, 18:20:54, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5715, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.1440 2022-02-08 13:12:40,169 - mmaction - INFO - Epoch [62][860/940] lr: 4.000e-01, eta: 2 days, 18:20:19, time: 1.167, data_time: 0.058, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5846, loss_cls: 3.0874, loss: 3.0874, grad_norm: 1.1348 2022-02-08 13:13:03,499 - mmaction - INFO - Epoch [62][880/940] lr: 4.000e-01, eta: 2 days, 18:19:43, time: 1.166, data_time: 0.060, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5715, loss_cls: 3.1034, loss: 3.1034, grad_norm: 1.1438 2022-02-08 13:13:26,923 - mmaction - INFO - Epoch [62][900/940] lr: 4.000e-01, eta: 2 days, 18:19:09, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5703, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.1495 2022-02-08 13:13:50,417 - mmaction - INFO - Epoch [62][920/940] lr: 4.000e-01, eta: 2 days, 18:18:34, time: 1.175, data_time: 0.066, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5701, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.1494 2022-02-08 13:14:12,667 - mmaction - INFO - Epoch [62][940/940] lr: 4.000e-01, eta: 2 days, 18:17:56, time: 1.113, data_time: 0.054, memory: 9497, top1_acc: 0.3259, top5_acc: 0.5797, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.1501 2022-02-08 13:17:08,754 - mmaction - INFO - Epoch [63][20/940] lr: 4.000e-01, eta: 2 days, 18:25:04, time: 8.577, data_time: 6.532, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5707, loss_cls: 3.1432, loss: 3.1432, grad_norm: 1.1406 2022-02-08 13:17:32,080 - mmaction - INFO - Epoch [63][40/940] lr: 4.000e-01, eta: 2 days, 18:24:29, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5824, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.1509 2022-02-08 13:17:55,132 - mmaction - INFO - Epoch [63][60/940] lr: 4.000e-01, eta: 2 days, 18:23:53, time: 1.152, data_time: 0.039, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5686, loss_cls: 3.1366, loss: 3.1366, grad_norm: 1.1421 2022-02-08 13:18:18,385 - mmaction - INFO - Epoch [63][80/940] lr: 4.000e-01, eta: 2 days, 18:23:17, time: 1.163, data_time: 0.041, memory: 9497, top1_acc: 0.3379, top5_acc: 0.5949, loss_cls: 3.0314, loss: 3.0314, grad_norm: 1.1177 2022-02-08 13:18:41,628 - mmaction - INFO - Epoch [63][100/940] lr: 4.000e-01, eta: 2 days, 18:22:42, time: 1.162, data_time: 0.042, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5844, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.1348 2022-02-08 13:19:04,927 - mmaction - INFO - Epoch [63][120/940] lr: 4.000e-01, eta: 2 days, 18:22:07, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5717, loss_cls: 3.1423, loss: 3.1423, grad_norm: 1.1716 2022-02-08 13:19:28,253 - mmaction - INFO - Epoch [63][140/940] lr: 4.000e-01, eta: 2 days, 18:21:31, time: 1.166, data_time: 0.047, memory: 9497, top1_acc: 0.3330, top5_acc: 0.5902, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.1536 2022-02-08 13:19:51,495 - mmaction - INFO - Epoch [63][160/940] lr: 4.000e-01, eta: 2 days, 18:20:56, time: 1.162, data_time: 0.055, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5838, loss_cls: 3.0891, loss: 3.0891, grad_norm: 1.1352 2022-02-08 13:20:14,837 - mmaction - INFO - Epoch [63][180/940] lr: 4.000e-01, eta: 2 days, 18:20:21, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5801, loss_cls: 3.0844, loss: 3.0844, grad_norm: 1.1398 2022-02-08 13:20:38,240 - mmaction - INFO - Epoch [63][200/940] lr: 4.000e-01, eta: 2 days, 18:19:46, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5813, loss_cls: 3.1093, loss: 3.1093, grad_norm: 1.1536 2022-02-08 13:21:01,677 - mmaction - INFO - Epoch [63][220/940] lr: 4.000e-01, eta: 2 days, 18:19:11, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5824, loss_cls: 3.0787, loss: 3.0787, grad_norm: 1.1390 2022-02-08 13:21:24,961 - mmaction - INFO - Epoch [63][240/940] lr: 4.000e-01, eta: 2 days, 18:18:35, time: 1.164, data_time: 0.053, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5742, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.1606 2022-02-08 13:21:48,367 - mmaction - INFO - Epoch [63][260/940] lr: 4.000e-01, eta: 2 days, 18:18:00, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5756, loss_cls: 3.1250, loss: 3.1250, grad_norm: 1.1385 2022-02-08 13:22:11,847 - mmaction - INFO - Epoch [63][280/940] lr: 4.000e-01, eta: 2 days, 18:17:26, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5727, loss_cls: 3.1340, loss: 3.1340, grad_norm: 1.1116 2022-02-08 13:22:35,328 - mmaction - INFO - Epoch [63][300/940] lr: 4.000e-01, eta: 2 days, 18:16:51, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5770, loss_cls: 3.1184, loss: 3.1184, grad_norm: 1.1425 2022-02-08 13:22:58,989 - mmaction - INFO - Epoch [63][320/940] lr: 4.000e-01, eta: 2 days, 18:16:17, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5938, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.1484 2022-02-08 13:23:22,475 - mmaction - INFO - Epoch [63][340/940] lr: 4.000e-01, eta: 2 days, 18:15:42, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3348, top5_acc: 0.5852, loss_cls: 3.0863, loss: 3.0863, grad_norm: 1.1271 2022-02-08 13:23:46,003 - mmaction - INFO - Epoch [63][360/940] lr: 4.000e-01, eta: 2 days, 18:15:08, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5760, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.1329 2022-02-08 13:24:09,624 - mmaction - INFO - Epoch [63][380/940] lr: 4.000e-01, eta: 2 days, 18:14:33, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5775, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.1573 2022-02-08 13:24:33,255 - mmaction - INFO - Epoch [63][400/940] lr: 4.000e-01, eta: 2 days, 18:13:59, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5779, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.1368 2022-02-08 13:24:56,710 - mmaction - INFO - Epoch [63][420/940] lr: 4.000e-01, eta: 2 days, 18:13:24, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5646, loss_cls: 3.1564, loss: 3.1564, grad_norm: 1.1594 2022-02-08 13:25:20,270 - mmaction - INFO - Epoch [63][440/940] lr: 4.000e-01, eta: 2 days, 18:12:50, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5715, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.1545 2022-02-08 13:25:43,900 - mmaction - INFO - Epoch [63][460/940] lr: 4.000e-01, eta: 2 days, 18:12:16, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5689, loss_cls: 3.1221, loss: 3.1221, grad_norm: 1.1534 2022-02-08 13:26:07,389 - mmaction - INFO - Epoch [63][480/940] lr: 4.000e-01, eta: 2 days, 18:11:41, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5752, loss_cls: 3.1057, loss: 3.1057, grad_norm: 1.1638 2022-02-08 13:26:30,976 - mmaction - INFO - Epoch [63][500/940] lr: 4.000e-01, eta: 2 days, 18:11:07, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5801, loss_cls: 3.1198, loss: 3.1198, grad_norm: 1.1357 2022-02-08 13:26:54,570 - mmaction - INFO - Epoch [63][520/940] lr: 4.000e-01, eta: 2 days, 18:10:33, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5754, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.1311 2022-02-08 13:27:18,173 - mmaction - INFO - Epoch [63][540/940] lr: 4.000e-01, eta: 2 days, 18:09:58, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.3355, top5_acc: 0.5793, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.1495 2022-02-08 13:27:41,706 - mmaction - INFO - Epoch [63][560/940] lr: 4.000e-01, eta: 2 days, 18:09:24, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.3369, top5_acc: 0.5852, loss_cls: 3.0869, loss: 3.0869, grad_norm: 1.1451 2022-02-08 13:28:05,218 - mmaction - INFO - Epoch [63][580/940] lr: 4.000e-01, eta: 2 days, 18:08:49, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5729, loss_cls: 3.1165, loss: 3.1165, grad_norm: 1.1260 2022-02-08 13:28:28,771 - mmaction - INFO - Epoch [63][600/940] lr: 4.000e-01, eta: 2 days, 18:08:15, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5707, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.1521 2022-02-08 13:28:52,237 - mmaction - INFO - Epoch [63][620/940] lr: 4.000e-01, eta: 2 days, 18:07:41, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5686, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.1615 2022-02-08 13:29:15,679 - mmaction - INFO - Epoch [63][640/940] lr: 4.000e-01, eta: 2 days, 18:07:06, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5752, loss_cls: 3.1156, loss: 3.1156, grad_norm: 1.1306 2022-02-08 13:29:39,164 - mmaction - INFO - Epoch [63][660/940] lr: 4.000e-01, eta: 2 days, 18:06:31, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5828, loss_cls: 3.0825, loss: 3.0825, grad_norm: 1.1554 2022-02-08 13:30:02,505 - mmaction - INFO - Epoch [63][680/940] lr: 4.000e-01, eta: 2 days, 18:05:56, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5650, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.1528 2022-02-08 13:30:26,121 - mmaction - INFO - Epoch [63][700/940] lr: 4.000e-01, eta: 2 days, 18:05:22, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5693, loss_cls: 3.1193, loss: 3.1193, grad_norm: 1.1441 2022-02-08 13:30:49,577 - mmaction - INFO - Epoch [63][720/940] lr: 4.000e-01, eta: 2 days, 18:04:47, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5752, loss_cls: 3.1022, loss: 3.1022, grad_norm: 1.1077 2022-02-08 13:31:13,154 - mmaction - INFO - Epoch [63][740/940] lr: 4.000e-01, eta: 2 days, 18:04:13, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5721, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.1454 2022-02-08 13:31:36,747 - mmaction - INFO - Epoch [63][760/940] lr: 4.000e-01, eta: 2 days, 18:03:39, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5689, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.1466 2022-02-08 13:32:00,244 - mmaction - INFO - Epoch [63][780/940] lr: 4.000e-01, eta: 2 days, 18:03:05, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5701, loss_cls: 3.1010, loss: 3.1010, grad_norm: 1.1488 2022-02-08 13:32:23,648 - mmaction - INFO - Epoch [63][800/940] lr: 4.000e-01, eta: 2 days, 18:02:30, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5744, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.1621 2022-02-08 13:32:47,154 - mmaction - INFO - Epoch [63][820/940] lr: 4.000e-01, eta: 2 days, 18:01:55, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5740, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.1244 2022-02-08 13:33:10,584 - mmaction - INFO - Epoch [63][840/940] lr: 4.000e-01, eta: 2 days, 18:01:21, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5604, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.1511 2022-02-08 13:33:34,158 - mmaction - INFO - Epoch [63][860/940] lr: 4.000e-01, eta: 2 days, 18:00:46, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5754, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.1273 2022-02-08 13:33:57,768 - mmaction - INFO - Epoch [63][880/940] lr: 4.000e-01, eta: 2 days, 18:00:12, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5740, loss_cls: 3.1266, loss: 3.1266, grad_norm: 1.1649 2022-02-08 13:34:21,325 - mmaction - INFO - Epoch [63][900/940] lr: 4.000e-01, eta: 2 days, 17:59:38, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5674, loss_cls: 3.1300, loss: 3.1300, grad_norm: 1.1298 2022-02-08 13:34:44,862 - mmaction - INFO - Epoch [63][920/940] lr: 4.000e-01, eta: 2 days, 17:59:04, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.3359, top5_acc: 0.5881, loss_cls: 3.0691, loss: 3.0691, grad_norm: 1.1460 2022-02-08 13:35:07,181 - mmaction - INFO - Epoch [63][940/940] lr: 4.000e-01, eta: 2 days, 17:58:26, time: 1.116, data_time: 0.069, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5733, loss_cls: 3.1134, loss: 3.1134, grad_norm: 1.1520 2022-02-08 13:37:59,139 - mmaction - INFO - Epoch [64][20/940] lr: 4.000e-01, eta: 2 days, 18:05:19, time: 8.484, data_time: 7.346, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5813, loss_cls: 3.0966, loss: 3.0966, grad_norm: 1.1376 2022-02-08 13:38:22,286 - mmaction - INFO - Epoch [64][40/940] lr: 4.000e-01, eta: 2 days, 18:04:43, time: 1.157, data_time: 0.049, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5811, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.1390 2022-02-08 13:38:45,443 - mmaction - INFO - Epoch [64][60/940] lr: 4.000e-01, eta: 2 days, 18:04:08, time: 1.158, data_time: 0.048, memory: 9497, top1_acc: 0.3328, top5_acc: 0.5816, loss_cls: 3.0705, loss: 3.0705, grad_norm: 1.1239 2022-02-08 13:39:08,610 - mmaction - INFO - Epoch [64][80/940] lr: 4.000e-01, eta: 2 days, 18:03:32, time: 1.157, data_time: 0.046, memory: 9497, top1_acc: 0.3357, top5_acc: 0.5852, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.1306 2022-02-08 13:39:31,890 - mmaction - INFO - Epoch [64][100/940] lr: 4.000e-01, eta: 2 days, 18:02:57, time: 1.164, data_time: 0.050, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5824, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.1583 2022-02-08 13:39:55,818 - mmaction - INFO - Epoch [64][120/940] lr: 4.000e-01, eta: 2 days, 18:02:24, time: 1.199, data_time: 0.056, memory: 9497, top1_acc: 0.3391, top5_acc: 0.5828, loss_cls: 3.0435, loss: 3.0435, grad_norm: 1.1420 2022-02-08 13:40:19,167 - mmaction - INFO - Epoch [64][140/940] lr: 4.000e-01, eta: 2 days, 18:01:49, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5793, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.1635 2022-02-08 13:40:42,562 - mmaction - INFO - Epoch [64][160/940] lr: 4.000e-01, eta: 2 days, 18:01:14, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5730, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.1419 2022-02-08 13:41:05,844 - mmaction - INFO - Epoch [64][180/940] lr: 4.000e-01, eta: 2 days, 18:00:39, time: 1.164, data_time: 0.056, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5947, loss_cls: 3.0707, loss: 3.0707, grad_norm: 1.1489 2022-02-08 13:41:29,282 - mmaction - INFO - Epoch [64][200/940] lr: 4.000e-01, eta: 2 days, 18:00:04, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5697, loss_cls: 3.1529, loss: 3.1529, grad_norm: 1.1310 2022-02-08 13:41:52,609 - mmaction - INFO - Epoch [64][220/940] lr: 4.000e-01, eta: 2 days, 17:59:29, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5781, loss_cls: 3.0672, loss: 3.0672, grad_norm: 1.1340 2022-02-08 13:42:16,091 - mmaction - INFO - Epoch [64][240/940] lr: 4.000e-01, eta: 2 days, 17:58:54, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5729, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.1252 2022-02-08 13:42:39,521 - mmaction - INFO - Epoch [64][260/940] lr: 4.000e-01, eta: 2 days, 17:58:19, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5885, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.1599 2022-02-08 13:43:02,950 - mmaction - INFO - Epoch [64][280/940] lr: 4.000e-01, eta: 2 days, 17:57:45, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5768, loss_cls: 3.1142, loss: 3.1142, grad_norm: 1.1367 2022-02-08 13:43:26,346 - mmaction - INFO - Epoch [64][300/940] lr: 4.000e-01, eta: 2 days, 17:57:10, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5840, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.1418 2022-02-08 13:43:49,768 - mmaction - INFO - Epoch [64][320/940] lr: 4.000e-01, eta: 2 days, 17:56:35, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5664, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.1525 2022-02-08 13:44:13,207 - mmaction - INFO - Epoch [64][340/940] lr: 4.000e-01, eta: 2 days, 17:56:01, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5732, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.1582 2022-02-08 13:44:36,615 - mmaction - INFO - Epoch [64][360/940] lr: 4.000e-01, eta: 2 days, 17:55:26, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5650, loss_cls: 3.1261, loss: 3.1261, grad_norm: 1.1485 2022-02-08 13:45:00,059 - mmaction - INFO - Epoch [64][380/940] lr: 4.000e-01, eta: 2 days, 17:54:51, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3178, top5_acc: 0.5699, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.1533 2022-02-08 13:45:23,513 - mmaction - INFO - Epoch [64][400/940] lr: 4.000e-01, eta: 2 days, 17:54:17, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5668, loss_cls: 3.1438, loss: 3.1438, grad_norm: 1.1356 2022-02-08 13:45:46,994 - mmaction - INFO - Epoch [64][420/940] lr: 4.000e-01, eta: 2 days, 17:53:42, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5678, loss_cls: 3.1557, loss: 3.1557, grad_norm: 1.1519 2022-02-08 13:46:10,373 - mmaction - INFO - Epoch [64][440/940] lr: 4.000e-01, eta: 2 days, 17:53:07, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5762, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.1398 2022-02-08 13:46:33,860 - mmaction - INFO - Epoch [64][460/940] lr: 4.000e-01, eta: 2 days, 17:52:33, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5707, loss_cls: 3.1290, loss: 3.1290, grad_norm: 1.1250 2022-02-08 13:46:57,308 - mmaction - INFO - Epoch [64][480/940] lr: 4.000e-01, eta: 2 days, 17:51:58, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5869, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.1516 2022-02-08 13:47:20,669 - mmaction - INFO - Epoch [64][500/940] lr: 4.000e-01, eta: 2 days, 17:51:23, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5754, loss_cls: 3.1110, loss: 3.1110, grad_norm: 1.1355 2022-02-08 13:47:44,014 - mmaction - INFO - Epoch [64][520/940] lr: 4.000e-01, eta: 2 days, 17:50:49, time: 1.168, data_time: 0.061, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5832, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.1612 2022-02-08 13:48:07,430 - mmaction - INFO - Epoch [64][540/940] lr: 4.000e-01, eta: 2 days, 17:50:14, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.1353, loss: 3.1353, grad_norm: 1.1394 2022-02-08 13:48:30,855 - mmaction - INFO - Epoch [64][560/940] lr: 4.000e-01, eta: 2 days, 17:49:39, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5857, loss_cls: 3.0754, loss: 3.0754, grad_norm: 1.1211 2022-02-08 13:48:54,333 - mmaction - INFO - Epoch [64][580/940] lr: 4.000e-01, eta: 2 days, 17:49:05, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5643, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.1693 2022-02-08 13:49:17,801 - mmaction - INFO - Epoch [64][600/940] lr: 4.000e-01, eta: 2 days, 17:48:30, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5783, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.1624 2022-02-08 13:49:41,314 - mmaction - INFO - Epoch [64][620/940] lr: 4.000e-01, eta: 2 days, 17:47:56, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5740, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.1489 2022-02-08 13:50:05,016 - mmaction - INFO - Epoch [64][640/940] lr: 4.000e-01, eta: 2 days, 17:47:22, time: 1.185, data_time: 0.059, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5732, loss_cls: 3.1253, loss: 3.1253, grad_norm: 1.1401 2022-02-08 13:50:28,644 - mmaction - INFO - Epoch [64][660/940] lr: 4.000e-01, eta: 2 days, 17:46:48, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5828, loss_cls: 3.0932, loss: 3.0932, grad_norm: 1.1114 2022-02-08 13:50:52,207 - mmaction - INFO - Epoch [64][680/940] lr: 4.000e-01, eta: 2 days, 17:46:14, time: 1.178, data_time: 0.065, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5748, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.1431 2022-02-08 13:51:15,731 - mmaction - INFO - Epoch [64][700/940] lr: 4.000e-01, eta: 2 days, 17:45:40, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3350, top5_acc: 0.5687, loss_cls: 3.1291, loss: 3.1291, grad_norm: 1.1412 2022-02-08 13:51:39,302 - mmaction - INFO - Epoch [64][720/940] lr: 4.000e-01, eta: 2 days, 17:45:06, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5881, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.1575 2022-02-08 13:52:02,829 - mmaction - INFO - Epoch [64][740/940] lr: 4.000e-01, eta: 2 days, 17:44:31, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.3098, top5_acc: 0.5707, loss_cls: 3.1401, loss: 3.1401, grad_norm: 1.1366 2022-02-08 13:52:26,328 - mmaction - INFO - Epoch [64][760/940] lr: 4.000e-01, eta: 2 days, 17:43:57, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5803, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.1445 2022-02-08 13:52:49,830 - mmaction - INFO - Epoch [64][780/940] lr: 4.000e-01, eta: 2 days, 17:43:23, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5729, loss_cls: 3.1410, loss: 3.1410, grad_norm: 1.1495 2022-02-08 13:53:13,295 - mmaction - INFO - Epoch [64][800/940] lr: 4.000e-01, eta: 2 days, 17:42:48, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3414, top5_acc: 0.5834, loss_cls: 3.0535, loss: 3.0535, grad_norm: 1.1375 2022-02-08 13:53:36,819 - mmaction - INFO - Epoch [64][820/940] lr: 4.000e-01, eta: 2 days, 17:42:14, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5631, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.1691 2022-02-08 13:54:00,319 - mmaction - INFO - Epoch [64][840/940] lr: 4.000e-01, eta: 2 days, 17:41:40, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5875, loss_cls: 3.0547, loss: 3.0547, grad_norm: 1.1329 2022-02-08 13:54:23,896 - mmaction - INFO - Epoch [64][860/940] lr: 4.000e-01, eta: 2 days, 17:41:06, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5695, loss_cls: 3.1334, loss: 3.1334, grad_norm: 1.1498 2022-02-08 13:54:47,269 - mmaction - INFO - Epoch [64][880/940] lr: 4.000e-01, eta: 2 days, 17:40:31, time: 1.169, data_time: 0.059, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5760, loss_cls: 3.1509, loss: 3.1509, grad_norm: 1.1436 2022-02-08 13:55:10,730 - mmaction - INFO - Epoch [64][900/940] lr: 4.000e-01, eta: 2 days, 17:39:57, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5789, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.1440 2022-02-08 13:55:34,122 - mmaction - INFO - Epoch [64][920/940] lr: 4.000e-01, eta: 2 days, 17:39:22, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.3332, top5_acc: 0.5875, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.1360 2022-02-08 13:55:56,438 - mmaction - INFO - Epoch [64][940/940] lr: 4.000e-01, eta: 2 days, 17:38:44, time: 1.116, data_time: 0.058, memory: 9497, top1_acc: 0.3302, top5_acc: 0.5797, loss_cls: 3.0894, loss: 3.0894, grad_norm: 1.1450 2022-02-08 13:58:35,871 - mmaction - INFO - Epoch [65][20/940] lr: 4.000e-01, eta: 2 days, 17:44:47, time: 7.793, data_time: 6.447, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5760, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.1587 2022-02-08 13:58:59,047 - mmaction - INFO - Epoch [65][40/940] lr: 4.000e-01, eta: 2 days, 17:44:12, time: 1.159, data_time: 0.048, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5824, loss_cls: 3.0854, loss: 3.0854, grad_norm: 1.1583 2022-02-08 13:59:22,222 - mmaction - INFO - Epoch [65][60/940] lr: 4.000e-01, eta: 2 days, 17:43:36, time: 1.159, data_time: 0.043, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5752, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.1312 2022-02-08 13:59:45,505 - mmaction - INFO - Epoch [65][80/940] lr: 4.000e-01, eta: 2 days, 17:43:01, time: 1.164, data_time: 0.041, memory: 9497, top1_acc: 0.3346, top5_acc: 0.5828, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.1331 2022-02-08 14:00:08,997 - mmaction - INFO - Epoch [65][100/940] lr: 4.000e-01, eta: 2 days, 17:42:27, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5799, loss_cls: 3.0852, loss: 3.0852, grad_norm: 1.1381 2022-02-08 14:00:32,343 - mmaction - INFO - Epoch [65][120/940] lr: 4.000e-01, eta: 2 days, 17:41:52, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5803, loss_cls: 3.1318, loss: 3.1318, grad_norm: 1.1485 2022-02-08 14:00:55,716 - mmaction - INFO - Epoch [65][140/940] lr: 4.000e-01, eta: 2 days, 17:41:17, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5805, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.1388 2022-02-08 14:01:19,109 - mmaction - INFO - Epoch [65][160/940] lr: 4.000e-01, eta: 2 days, 17:40:42, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5723, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.1532 2022-02-08 14:01:42,528 - mmaction - INFO - Epoch [65][180/940] lr: 4.000e-01, eta: 2 days, 17:40:08, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5887, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.1421 2022-02-08 14:02:05,944 - mmaction - INFO - Epoch [65][200/940] lr: 4.000e-01, eta: 2 days, 17:39:33, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5830, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.1502 2022-02-08 14:02:29,447 - mmaction - INFO - Epoch [65][220/940] lr: 4.000e-01, eta: 2 days, 17:38:59, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5871, loss_cls: 3.0891, loss: 3.0891, grad_norm: 1.1465 2022-02-08 14:02:52,820 - mmaction - INFO - Epoch [65][240/940] lr: 4.000e-01, eta: 2 days, 17:38:24, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5748, loss_cls: 3.1423, loss: 3.1423, grad_norm: 1.1615 2022-02-08 14:03:16,365 - mmaction - INFO - Epoch [65][260/940] lr: 4.000e-01, eta: 2 days, 17:37:50, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.3178, top5_acc: 0.5758, loss_cls: 3.1239, loss: 3.1239, grad_norm: 1.1332 2022-02-08 14:03:39,879 - mmaction - INFO - Epoch [65][280/940] lr: 4.000e-01, eta: 2 days, 17:37:16, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3359, top5_acc: 0.5791, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.1487 2022-02-08 14:04:03,522 - mmaction - INFO - Epoch [65][300/940] lr: 4.000e-01, eta: 2 days, 17:36:42, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5846, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.1476 2022-02-08 14:04:27,129 - mmaction - INFO - Epoch [65][320/940] lr: 4.000e-01, eta: 2 days, 17:36:08, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5709, loss_cls: 3.1330, loss: 3.1330, grad_norm: 1.1647 2022-02-08 14:04:50,693 - mmaction - INFO - Epoch [65][340/940] lr: 4.000e-01, eta: 2 days, 17:35:34, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5627, loss_cls: 3.1588, loss: 3.1588, grad_norm: 1.1482 2022-02-08 14:05:14,178 - mmaction - INFO - Epoch [65][360/940] lr: 4.000e-01, eta: 2 days, 17:34:59, time: 1.174, data_time: 0.046, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5822, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.1501 2022-02-08 14:05:37,615 - mmaction - INFO - Epoch [65][380/940] lr: 4.000e-01, eta: 2 days, 17:34:25, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5709, loss_cls: 3.1293, loss: 3.1293, grad_norm: 1.1414 2022-02-08 14:06:01,070 - mmaction - INFO - Epoch [65][400/940] lr: 4.000e-01, eta: 2 days, 17:33:50, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3318, top5_acc: 0.5777, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.1651 2022-02-08 14:06:24,519 - mmaction - INFO - Epoch [65][420/940] lr: 4.000e-01, eta: 2 days, 17:33:16, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5746, loss_cls: 3.1362, loss: 3.1362, grad_norm: 1.1359 2022-02-08 14:06:48,003 - mmaction - INFO - Epoch [65][440/940] lr: 4.000e-01, eta: 2 days, 17:32:42, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5855, loss_cls: 3.0934, loss: 3.0934, grad_norm: 1.1460 2022-02-08 14:07:11,478 - mmaction - INFO - Epoch [65][460/940] lr: 4.000e-01, eta: 2 days, 17:32:07, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3332, top5_acc: 0.5752, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.1463 2022-02-08 14:07:34,961 - mmaction - INFO - Epoch [65][480/940] lr: 4.000e-01, eta: 2 days, 17:31:33, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5752, loss_cls: 3.0783, loss: 3.0783, grad_norm: 1.1389 2022-02-08 14:07:58,438 - mmaction - INFO - Epoch [65][500/940] lr: 4.000e-01, eta: 2 days, 17:30:59, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5824, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.1493 2022-02-08 14:08:21,985 - mmaction - INFO - Epoch [65][520/940] lr: 4.000e-01, eta: 2 days, 17:30:25, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5809, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.1524 2022-02-08 14:08:45,409 - mmaction - INFO - Epoch [65][540/940] lr: 4.000e-01, eta: 2 days, 17:29:50, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.3287, top5_acc: 0.5828, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.1624 2022-02-08 14:09:08,751 - mmaction - INFO - Epoch [65][560/940] lr: 4.000e-01, eta: 2 days, 17:29:15, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5795, loss_cls: 3.0374, loss: 3.0374, grad_norm: 1.1359 2022-02-08 14:09:32,228 - mmaction - INFO - Epoch [65][580/940] lr: 4.000e-01, eta: 2 days, 17:28:41, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5680, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.1478 2022-02-08 14:09:55,659 - mmaction - INFO - Epoch [65][600/940] lr: 4.000e-01, eta: 2 days, 17:28:07, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5758, loss_cls: 3.1396, loss: 3.1396, grad_norm: 1.1252 2022-02-08 14:10:19,180 - mmaction - INFO - Epoch [65][620/940] lr: 4.000e-01, eta: 2 days, 17:27:33, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3084, top5_acc: 0.5742, loss_cls: 3.1340, loss: 3.1340, grad_norm: 1.1393 2022-02-08 14:10:42,643 - mmaction - INFO - Epoch [65][640/940] lr: 4.000e-01, eta: 2 days, 17:26:58, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3365, top5_acc: 0.5814, loss_cls: 3.0763, loss: 3.0763, grad_norm: 1.1524 2022-02-08 14:11:06,210 - mmaction - INFO - Epoch [65][660/940] lr: 4.000e-01, eta: 2 days, 17:26:24, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5803, loss_cls: 3.0840, loss: 3.0840, grad_norm: 1.1389 2022-02-08 14:11:29,845 - mmaction - INFO - Epoch [65][680/940] lr: 4.000e-01, eta: 2 days, 17:25:50, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5488, loss_cls: 3.2049, loss: 3.2049, grad_norm: 1.1260 2022-02-08 14:11:53,485 - mmaction - INFO - Epoch [65][700/940] lr: 4.000e-01, eta: 2 days, 17:25:17, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.3156, top5_acc: 0.5695, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.1309 2022-02-08 14:12:17,028 - mmaction - INFO - Epoch [65][720/940] lr: 4.000e-01, eta: 2 days, 17:24:43, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5746, loss_cls: 3.1057, loss: 3.1057, grad_norm: 1.1262 2022-02-08 14:12:40,476 - mmaction - INFO - Epoch [65][740/940] lr: 4.000e-01, eta: 2 days, 17:24:08, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5809, loss_cls: 3.0948, loss: 3.0948, grad_norm: 1.1396 2022-02-08 14:13:04,019 - mmaction - INFO - Epoch [65][760/940] lr: 4.000e-01, eta: 2 days, 17:23:34, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5775, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.1620 2022-02-08 14:13:27,614 - mmaction - INFO - Epoch [65][780/940] lr: 4.000e-01, eta: 2 days, 17:23:00, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5729, loss_cls: 3.1022, loss: 3.1022, grad_norm: 1.1340 2022-02-08 14:13:51,140 - mmaction - INFO - Epoch [65][800/940] lr: 4.000e-01, eta: 2 days, 17:22:26, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5789, loss_cls: 3.1212, loss: 3.1212, grad_norm: 1.1500 2022-02-08 14:14:14,713 - mmaction - INFO - Epoch [65][820/940] lr: 4.000e-01, eta: 2 days, 17:21:52, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5682, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.1489 2022-02-08 14:14:38,247 - mmaction - INFO - Epoch [65][840/940] lr: 4.000e-01, eta: 2 days, 17:21:18, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5791, loss_cls: 3.1213, loss: 3.1213, grad_norm: 1.1322 2022-02-08 14:15:01,975 - mmaction - INFO - Epoch [65][860/940] lr: 4.000e-01, eta: 2 days, 17:20:45, time: 1.187, data_time: 0.054, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5773, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.1473 2022-02-08 14:15:25,512 - mmaction - INFO - Epoch [65][880/940] lr: 4.000e-01, eta: 2 days, 17:20:11, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5873, loss_cls: 3.0772, loss: 3.0772, grad_norm: 1.1258 2022-02-08 14:15:48,921 - mmaction - INFO - Epoch [65][900/940] lr: 4.000e-01, eta: 2 days, 17:19:37, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3299, top5_acc: 0.5852, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.1464 2022-02-08 14:16:12,346 - mmaction - INFO - Epoch [65][920/940] lr: 4.000e-01, eta: 2 days, 17:19:02, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5764, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.1615 2022-02-08 14:16:34,629 - mmaction - INFO - Epoch [65][940/940] lr: 4.000e-01, eta: 2 days, 17:18:25, time: 1.115, data_time: 0.060, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5767, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.1515 2022-02-08 14:16:40,431 - mmaction - INFO - Saving checkpoint at 65 epochs 2022-02-08 14:19:44,410 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 14:19:45,127 - mmaction - INFO - top1_acc 0.3489 top5_acc 0.6288 2022-02-08 14:19:45,128 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 14:19:45,156 - mmaction - INFO - mean_acc 0.3490 2022-02-08 14:19:45,163 - mmaction - INFO - Epoch(val) [65][78] top1_acc: 0.3489, top5_acc: 0.6288, mean_class_accuracy: 0.3490 2022-02-08 14:22:29,992 - mmaction - INFO - Epoch [66][20/940] lr: 4.000e-01, eta: 2 days, 17:24:45, time: 8.240, data_time: 6.782, memory: 9497, top1_acc: 0.3162, top5_acc: 0.5711, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.1451 2022-02-08 14:22:52,899 - mmaction - INFO - Epoch [66][40/940] lr: 4.000e-01, eta: 2 days, 17:24:09, time: 1.145, data_time: 0.045, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5826, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.1210 2022-02-08 14:23:16,145 - mmaction - INFO - Epoch [66][60/940] lr: 4.000e-01, eta: 2 days, 17:23:34, time: 1.162, data_time: 0.039, memory: 9497, top1_acc: 0.3422, top5_acc: 0.6014, loss_cls: 2.9989, loss: 2.9989, grad_norm: 1.1719 2022-02-08 14:23:39,306 - mmaction - INFO - Epoch [66][80/940] lr: 4.000e-01, eta: 2 days, 17:22:59, time: 1.158, data_time: 0.042, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5742, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.1542 2022-02-08 14:24:02,517 - mmaction - INFO - Epoch [66][100/940] lr: 4.000e-01, eta: 2 days, 17:22:24, time: 1.161, data_time: 0.050, memory: 9497, top1_acc: 0.3338, top5_acc: 0.5918, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.1533 2022-02-08 14:24:25,820 - mmaction - INFO - Epoch [66][120/940] lr: 4.000e-01, eta: 2 days, 17:21:49, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5855, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.1401 2022-02-08 14:24:48,978 - mmaction - INFO - Epoch [66][140/940] lr: 4.000e-01, eta: 2 days, 17:21:14, time: 1.158, data_time: 0.050, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5834, loss_cls: 3.0749, loss: 3.0749, grad_norm: 1.1466 2022-02-08 14:25:12,203 - mmaction - INFO - Epoch [66][160/940] lr: 4.000e-01, eta: 2 days, 17:20:39, time: 1.162, data_time: 0.051, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5781, loss_cls: 3.1097, loss: 3.1097, grad_norm: 1.1474 2022-02-08 14:25:35,558 - mmaction - INFO - Epoch [66][180/940] lr: 4.000e-01, eta: 2 days, 17:20:04, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.3121, top5_acc: 0.5789, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.1295 2022-02-08 14:25:58,995 - mmaction - INFO - Epoch [66][200/940] lr: 4.000e-01, eta: 2 days, 17:19:30, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5822, loss_cls: 3.0816, loss: 3.0816, grad_norm: 1.1474 2022-02-08 14:26:22,462 - mmaction - INFO - Epoch [66][220/940] lr: 4.000e-01, eta: 2 days, 17:18:56, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5697, loss_cls: 3.1475, loss: 3.1475, grad_norm: 1.1445 2022-02-08 14:26:45,789 - mmaction - INFO - Epoch [66][240/940] lr: 4.000e-01, eta: 2 days, 17:18:21, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5795, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.1363 2022-02-08 14:27:09,088 - mmaction - INFO - Epoch [66][260/940] lr: 4.000e-01, eta: 2 days, 17:17:46, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5729, loss_cls: 3.1127, loss: 3.1127, grad_norm: 1.1455 2022-02-08 14:27:32,395 - mmaction - INFO - Epoch [66][280/940] lr: 4.000e-01, eta: 2 days, 17:17:12, time: 1.164, data_time: 0.046, memory: 9497, top1_acc: 0.3104, top5_acc: 0.5635, loss_cls: 3.1624, loss: 3.1624, grad_norm: 1.1446 2022-02-08 14:27:55,793 - mmaction - INFO - Epoch [66][300/940] lr: 4.000e-01, eta: 2 days, 17:16:37, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.3363, top5_acc: 0.5830, loss_cls: 3.0906, loss: 3.0906, grad_norm: 1.1197 2022-02-08 14:28:19,291 - mmaction - INFO - Epoch [66][320/940] lr: 4.000e-01, eta: 2 days, 17:16:03, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5750, loss_cls: 3.1050, loss: 3.1050, grad_norm: 1.1659 2022-02-08 14:28:42,735 - mmaction - INFO - Epoch [66][340/940] lr: 4.000e-01, eta: 2 days, 17:15:29, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3354, top5_acc: 0.5795, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.1373 2022-02-08 14:29:06,096 - mmaction - INFO - Epoch [66][360/940] lr: 4.000e-01, eta: 2 days, 17:14:54, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5797, loss_cls: 3.1021, loss: 3.1021, grad_norm: 1.1551 2022-02-08 14:29:29,550 - mmaction - INFO - Epoch [66][380/940] lr: 4.000e-01, eta: 2 days, 17:14:20, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5666, loss_cls: 3.1498, loss: 3.1498, grad_norm: 1.1324 2022-02-08 14:29:52,938 - mmaction - INFO - Epoch [66][400/940] lr: 4.000e-01, eta: 2 days, 17:13:45, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5697, loss_cls: 3.1409, loss: 3.1409, grad_norm: 1.1265 2022-02-08 14:30:16,392 - mmaction - INFO - Epoch [66][420/940] lr: 4.000e-01, eta: 2 days, 17:13:11, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3236, top5_acc: 0.5840, loss_cls: 3.0723, loss: 3.0723, grad_norm: 1.1485 2022-02-08 14:30:39,764 - mmaction - INFO - Epoch [66][440/940] lr: 4.000e-01, eta: 2 days, 17:12:37, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5781, loss_cls: 3.0855, loss: 3.0855, grad_norm: 1.1222 2022-02-08 14:31:03,253 - mmaction - INFO - Epoch [66][460/940] lr: 4.000e-01, eta: 2 days, 17:12:02, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5762, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.1691 2022-02-08 14:31:26,566 - mmaction - INFO - Epoch [66][480/940] lr: 4.000e-01, eta: 2 days, 17:11:28, time: 1.166, data_time: 0.054, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5652, loss_cls: 3.1336, loss: 3.1336, grad_norm: 1.1438 2022-02-08 14:31:49,952 - mmaction - INFO - Epoch [66][500/940] lr: 4.000e-01, eta: 2 days, 17:10:53, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5846, loss_cls: 3.0772, loss: 3.0772, grad_norm: 1.1581 2022-02-08 14:32:13,445 - mmaction - INFO - Epoch [66][520/940] lr: 4.000e-01, eta: 2 days, 17:10:19, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5883, loss_cls: 3.0850, loss: 3.0850, grad_norm: 1.1379 2022-02-08 14:32:36,988 - mmaction - INFO - Epoch [66][540/940] lr: 4.000e-01, eta: 2 days, 17:09:45, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5785, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.1375 2022-02-08 14:33:00,438 - mmaction - INFO - Epoch [66][560/940] lr: 4.000e-01, eta: 2 days, 17:09:11, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5732, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.1449 2022-02-08 14:33:23,910 - mmaction - INFO - Epoch [66][580/940] lr: 4.000e-01, eta: 2 days, 17:08:37, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5730, loss_cls: 3.1543, loss: 3.1543, grad_norm: 1.1470 2022-02-08 14:33:47,399 - mmaction - INFO - Epoch [66][600/940] lr: 4.000e-01, eta: 2 days, 17:08:03, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5857, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.1425 2022-02-08 14:34:11,046 - mmaction - INFO - Epoch [66][620/940] lr: 4.000e-01, eta: 2 days, 17:07:29, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5760, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.1670 2022-02-08 14:34:34,656 - mmaction - INFO - Epoch [66][640/940] lr: 4.000e-01, eta: 2 days, 17:06:55, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5756, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.1279 2022-02-08 14:34:58,159 - mmaction - INFO - Epoch [66][660/940] lr: 4.000e-01, eta: 2 days, 17:06:21, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3389, top5_acc: 0.5768, loss_cls: 3.0850, loss: 3.0850, grad_norm: 1.1497 2022-02-08 14:35:21,717 - mmaction - INFO - Epoch [66][680/940] lr: 4.000e-01, eta: 2 days, 17:05:47, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5771, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.1569 2022-02-08 14:35:45,325 - mmaction - INFO - Epoch [66][700/940] lr: 4.000e-01, eta: 2 days, 17:05:14, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5633, loss_cls: 3.1725, loss: 3.1725, grad_norm: 1.1702 2022-02-08 14:36:08,868 - mmaction - INFO - Epoch [66][720/940] lr: 4.000e-01, eta: 2 days, 17:04:40, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3330, top5_acc: 0.5873, loss_cls: 3.0761, loss: 3.0761, grad_norm: 1.1204 2022-02-08 14:36:32,269 - mmaction - INFO - Epoch [66][740/940] lr: 4.000e-01, eta: 2 days, 17:04:06, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5789, loss_cls: 3.0959, loss: 3.0959, grad_norm: 1.1315 2022-02-08 14:36:55,865 - mmaction - INFO - Epoch [66][760/940] lr: 4.000e-01, eta: 2 days, 17:03:32, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5738, loss_cls: 3.1085, loss: 3.1085, grad_norm: 1.1354 2022-02-08 14:37:19,325 - mmaction - INFO - Epoch [66][780/940] lr: 4.000e-01, eta: 2 days, 17:02:58, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5736, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.1288 2022-02-08 14:37:42,832 - mmaction - INFO - Epoch [66][800/940] lr: 4.000e-01, eta: 2 days, 17:02:24, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5807, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.1488 2022-02-08 14:38:06,424 - mmaction - INFO - Epoch [66][820/940] lr: 4.000e-01, eta: 2 days, 17:01:50, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5682, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.1554 2022-02-08 14:38:29,974 - mmaction - INFO - Epoch [66][840/940] lr: 4.000e-01, eta: 2 days, 17:01:16, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5762, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.1049 2022-02-08 14:38:53,518 - mmaction - INFO - Epoch [66][860/940] lr: 4.000e-01, eta: 2 days, 17:00:42, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5756, loss_cls: 3.1021, loss: 3.1021, grad_norm: 1.1516 2022-02-08 14:39:16,961 - mmaction - INFO - Epoch [66][880/940] lr: 4.000e-01, eta: 2 days, 17:00:08, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5777, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.1360 2022-02-08 14:39:40,454 - mmaction - INFO - Epoch [66][900/940] lr: 4.000e-01, eta: 2 days, 16:59:34, time: 1.175, data_time: 0.064, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5729, loss_cls: 3.1174, loss: 3.1174, grad_norm: 1.1699 2022-02-08 14:40:04,005 - mmaction - INFO - Epoch [66][920/940] lr: 4.000e-01, eta: 2 days, 16:59:00, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5781, loss_cls: 3.0989, loss: 3.0989, grad_norm: 1.1386 2022-02-08 14:40:26,371 - mmaction - INFO - Epoch [66][940/940] lr: 4.000e-01, eta: 2 days, 16:58:23, time: 1.119, data_time: 0.059, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5749, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.1465 2022-02-08 14:42:59,314 - mmaction - INFO - Epoch [67][20/940] lr: 4.000e-01, eta: 2 days, 17:03:53, time: 7.504, data_time: 6.244, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5752, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.1444 2022-02-08 14:43:22,434 - mmaction - INFO - Epoch [67][40/940] lr: 4.000e-01, eta: 2 days, 17:03:18, time: 1.156, data_time: 0.047, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5768, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.1568 2022-02-08 14:43:45,449 - mmaction - INFO - Epoch [67][60/940] lr: 4.000e-01, eta: 2 days, 17:02:43, time: 1.150, data_time: 0.042, memory: 9497, top1_acc: 0.3359, top5_acc: 0.5859, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.1228 2022-02-08 14:44:08,639 - mmaction - INFO - Epoch [67][80/940] lr: 4.000e-01, eta: 2 days, 17:02:08, time: 1.160, data_time: 0.041, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5838, loss_cls: 3.0700, loss: 3.0700, grad_norm: 1.1238 2022-02-08 14:44:31,845 - mmaction - INFO - Epoch [67][100/940] lr: 4.000e-01, eta: 2 days, 17:01:33, time: 1.160, data_time: 0.047, memory: 9497, top1_acc: 0.3348, top5_acc: 0.5826, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.1693 2022-02-08 14:44:55,027 - mmaction - INFO - Epoch [67][120/940] lr: 4.000e-01, eta: 2 days, 17:00:58, time: 1.159, data_time: 0.048, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5713, loss_cls: 3.1403, loss: 3.1403, grad_norm: 1.1587 2022-02-08 14:45:18,348 - mmaction - INFO - Epoch [67][140/940] lr: 4.000e-01, eta: 2 days, 17:00:23, time: 1.166, data_time: 0.054, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5641, loss_cls: 3.1584, loss: 3.1584, grad_norm: 1.1310 2022-02-08 14:45:41,656 - mmaction - INFO - Epoch [67][160/940] lr: 4.000e-01, eta: 2 days, 16:59:49, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.3346, top5_acc: 0.5895, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.1237 2022-02-08 14:46:05,003 - mmaction - INFO - Epoch [67][180/940] lr: 4.000e-01, eta: 2 days, 16:59:14, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5789, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.1508 2022-02-08 14:46:28,440 - mmaction - INFO - Epoch [67][200/940] lr: 4.000e-01, eta: 2 days, 16:58:40, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5723, loss_cls: 3.1351, loss: 3.1351, grad_norm: 1.1479 2022-02-08 14:46:51,874 - mmaction - INFO - Epoch [67][220/940] lr: 4.000e-01, eta: 2 days, 16:58:06, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5746, loss_cls: 3.1243, loss: 3.1243, grad_norm: 1.1442 2022-02-08 14:47:15,431 - mmaction - INFO - Epoch [67][240/940] lr: 4.000e-01, eta: 2 days, 16:57:32, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5920, loss_cls: 3.0667, loss: 3.0667, grad_norm: 1.1440 2022-02-08 14:47:38,863 - mmaction - INFO - Epoch [67][260/940] lr: 4.000e-01, eta: 2 days, 16:56:58, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5807, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.1623 2022-02-08 14:48:02,255 - mmaction - INFO - Epoch [67][280/940] lr: 4.000e-01, eta: 2 days, 16:56:23, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5795, loss_cls: 3.1084, loss: 3.1084, grad_norm: 1.1474 2022-02-08 14:48:25,701 - mmaction - INFO - Epoch [67][300/940] lr: 4.000e-01, eta: 2 days, 16:55:49, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5795, loss_cls: 3.0903, loss: 3.0903, grad_norm: 1.1582 2022-02-08 14:48:49,316 - mmaction - INFO - Epoch [67][320/940] lr: 4.000e-01, eta: 2 days, 16:55:16, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.3236, top5_acc: 0.5822, loss_cls: 3.0841, loss: 3.0841, grad_norm: 1.1236 2022-02-08 14:49:12,747 - mmaction - INFO - Epoch [67][340/940] lr: 4.000e-01, eta: 2 days, 16:54:41, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3387, top5_acc: 0.5836, loss_cls: 3.0488, loss: 3.0488, grad_norm: 1.1481 2022-02-08 14:49:36,242 - mmaction - INFO - Epoch [67][360/940] lr: 4.000e-01, eta: 2 days, 16:54:07, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5906, loss_cls: 3.0530, loss: 3.0530, grad_norm: 1.1558 2022-02-08 14:49:59,746 - mmaction - INFO - Epoch [67][380/940] lr: 4.000e-01, eta: 2 days, 16:53:33, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3287, top5_acc: 0.5801, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.1597 2022-02-08 14:50:23,369 - mmaction - INFO - Epoch [67][400/940] lr: 4.000e-01, eta: 2 days, 16:53:00, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.3393, top5_acc: 0.5844, loss_cls: 3.0615, loss: 3.0615, grad_norm: 1.1466 2022-02-08 14:50:46,836 - mmaction - INFO - Epoch [67][420/940] lr: 4.000e-01, eta: 2 days, 16:52:26, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5834, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.1681 2022-02-08 14:51:10,344 - mmaction - INFO - Epoch [67][440/940] lr: 4.000e-01, eta: 2 days, 16:51:52, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3408, top5_acc: 0.5943, loss_cls: 3.0272, loss: 3.0272, grad_norm: 1.1580 2022-02-08 14:51:33,862 - mmaction - INFO - Epoch [67][460/940] lr: 4.000e-01, eta: 2 days, 16:51:18, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5775, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.1623 2022-02-08 14:51:57,438 - mmaction - INFO - Epoch [67][480/940] lr: 4.000e-01, eta: 2 days, 16:50:44, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5713, loss_cls: 3.1142, loss: 3.1142, grad_norm: 1.1457 2022-02-08 14:52:20,912 - mmaction - INFO - Epoch [67][500/940] lr: 4.000e-01, eta: 2 days, 16:50:10, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5826, loss_cls: 3.0421, loss: 3.0421, grad_norm: 1.1289 2022-02-08 14:52:44,441 - mmaction - INFO - Epoch [67][520/940] lr: 4.000e-01, eta: 2 days, 16:49:36, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5740, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.1556 2022-02-08 14:53:07,844 - mmaction - INFO - Epoch [67][540/940] lr: 4.000e-01, eta: 2 days, 16:49:02, time: 1.171, data_time: 0.061, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5752, loss_cls: 3.1070, loss: 3.1070, grad_norm: 1.1641 2022-02-08 14:53:31,358 - mmaction - INFO - Epoch [67][560/940] lr: 4.000e-01, eta: 2 days, 16:48:28, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5668, loss_cls: 3.1527, loss: 3.1527, grad_norm: 1.1500 2022-02-08 14:53:54,753 - mmaction - INFO - Epoch [67][580/940] lr: 4.000e-01, eta: 2 days, 16:47:54, time: 1.170, data_time: 0.062, memory: 9497, top1_acc: 0.3359, top5_acc: 0.5832, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.1093 2022-02-08 14:54:18,341 - mmaction - INFO - Epoch [67][600/940] lr: 4.000e-01, eta: 2 days, 16:47:20, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5748, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.1204 2022-02-08 14:54:41,827 - mmaction - INFO - Epoch [67][620/940] lr: 4.000e-01, eta: 2 days, 16:46:46, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5738, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.1371 2022-02-08 14:55:05,291 - mmaction - INFO - Epoch [67][640/940] lr: 4.000e-01, eta: 2 days, 16:46:12, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.3355, top5_acc: 0.5916, loss_cls: 3.0679, loss: 3.0679, grad_norm: 1.1354 2022-02-08 14:55:28,883 - mmaction - INFO - Epoch [67][660/940] lr: 4.000e-01, eta: 2 days, 16:45:39, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5754, loss_cls: 3.1084, loss: 3.1084, grad_norm: 1.1381 2022-02-08 14:55:52,489 - mmaction - INFO - Epoch [67][680/940] lr: 4.000e-01, eta: 2 days, 16:45:05, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5693, loss_cls: 3.1339, loss: 3.1339, grad_norm: 1.1462 2022-02-08 14:56:15,983 - mmaction - INFO - Epoch [67][700/940] lr: 4.000e-01, eta: 2 days, 16:44:31, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.1448 2022-02-08 14:56:39,486 - mmaction - INFO - Epoch [67][720/940] lr: 4.000e-01, eta: 2 days, 16:43:58, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5650, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.1357 2022-02-08 14:57:03,033 - mmaction - INFO - Epoch [67][740/940] lr: 4.000e-01, eta: 2 days, 16:43:24, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5662, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.1543 2022-02-08 14:57:26,724 - mmaction - INFO - Epoch [67][760/940] lr: 4.000e-01, eta: 2 days, 16:42:51, time: 1.185, data_time: 0.057, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5676, loss_cls: 3.1364, loss: 3.1364, grad_norm: 1.1411 2022-02-08 14:57:50,284 - mmaction - INFO - Epoch [67][780/940] lr: 4.000e-01, eta: 2 days, 16:42:17, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5758, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.1539 2022-02-08 14:58:14,041 - mmaction - INFO - Epoch [67][800/940] lr: 4.000e-01, eta: 2 days, 16:41:44, time: 1.188, data_time: 0.056, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5805, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.1389 2022-02-08 14:58:37,470 - mmaction - INFO - Epoch [67][820/940] lr: 4.000e-01, eta: 2 days, 16:41:10, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5777, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.1319 2022-02-08 14:59:01,105 - mmaction - INFO - Epoch [67][840/940] lr: 4.000e-01, eta: 2 days, 16:40:36, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5682, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.1463 2022-02-08 14:59:24,487 - mmaction - INFO - Epoch [67][860/940] lr: 4.000e-01, eta: 2 days, 16:40:02, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5797, loss_cls: 3.1420, loss: 3.1420, grad_norm: 1.1383 2022-02-08 14:59:47,898 - mmaction - INFO - Epoch [67][880/940] lr: 4.000e-01, eta: 2 days, 16:39:28, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.3109, top5_acc: 0.5684, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.1370 2022-02-08 15:00:11,521 - mmaction - INFO - Epoch [67][900/940] lr: 4.000e-01, eta: 2 days, 16:38:55, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5609, loss_cls: 3.1879, loss: 3.1879, grad_norm: 1.1272 2022-02-08 15:00:34,910 - mmaction - INFO - Epoch [67][920/940] lr: 4.000e-01, eta: 2 days, 16:38:20, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5850, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.1294 2022-02-08 15:00:57,216 - mmaction - INFO - Epoch [67][940/940] lr: 4.000e-01, eta: 2 days, 16:37:43, time: 1.116, data_time: 0.065, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5858, loss_cls: 3.0839, loss: 3.0839, grad_norm: 1.1436 2022-02-08 15:03:30,871 - mmaction - INFO - Epoch [68][20/940] lr: 4.000e-01, eta: 2 days, 16:43:07, time: 7.522, data_time: 6.357, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5859, loss_cls: 3.0812, loss: 3.0812, grad_norm: 1.1429 2022-02-08 15:03:54,071 - mmaction - INFO - Epoch [68][40/940] lr: 4.000e-01, eta: 2 days, 16:42:33, time: 1.160, data_time: 0.042, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5811, loss_cls: 3.0758, loss: 3.0758, grad_norm: 1.1374 2022-02-08 15:04:17,225 - mmaction - INFO - Epoch [68][60/940] lr: 4.000e-01, eta: 2 days, 16:41:58, time: 1.158, data_time: 0.043, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5748, loss_cls: 3.0964, loss: 3.0964, grad_norm: 1.1483 2022-02-08 15:04:40,446 - mmaction - INFO - Epoch [68][80/940] lr: 4.000e-01, eta: 2 days, 16:41:23, time: 1.161, data_time: 0.041, memory: 9497, top1_acc: 0.3236, top5_acc: 0.5818, loss_cls: 3.0805, loss: 3.0805, grad_norm: 1.1320 2022-02-08 15:05:03,811 - mmaction - INFO - Epoch [68][100/940] lr: 4.000e-01, eta: 2 days, 16:40:49, time: 1.168, data_time: 0.045, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5777, loss_cls: 3.0907, loss: 3.0907, grad_norm: 1.1407 2022-02-08 15:05:27,107 - mmaction - INFO - Epoch [68][120/940] lr: 4.000e-01, eta: 2 days, 16:40:14, time: 1.165, data_time: 0.045, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5898, loss_cls: 3.0418, loss: 3.0418, grad_norm: 1.1476 2022-02-08 15:05:50,407 - mmaction - INFO - Epoch [68][140/940] lr: 4.000e-01, eta: 2 days, 16:39:40, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5854, loss_cls: 3.0768, loss: 3.0768, grad_norm: 1.1631 2022-02-08 15:06:13,747 - mmaction - INFO - Epoch [68][160/940] lr: 4.000e-01, eta: 2 days, 16:39:06, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.3178, top5_acc: 0.5758, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.1509 2022-02-08 15:06:36,998 - mmaction - INFO - Epoch [68][180/940] lr: 4.000e-01, eta: 2 days, 16:38:31, time: 1.162, data_time: 0.050, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5873, loss_cls: 3.0451, loss: 3.0451, grad_norm: 1.1430 2022-02-08 15:07:00,443 - mmaction - INFO - Epoch [68][200/940] lr: 4.000e-01, eta: 2 days, 16:37:57, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5836, loss_cls: 3.0826, loss: 3.0826, grad_norm: 1.1796 2022-02-08 15:07:23,798 - mmaction - INFO - Epoch [68][220/940] lr: 4.000e-01, eta: 2 days, 16:37:23, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5826, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.1569 2022-02-08 15:07:47,341 - mmaction - INFO - Epoch [68][240/940] lr: 4.000e-01, eta: 2 days, 16:36:49, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5771, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.1763 2022-02-08 15:08:10,675 - mmaction - INFO - Epoch [68][260/940] lr: 4.000e-01, eta: 2 days, 16:36:15, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5795, loss_cls: 3.0862, loss: 3.0862, grad_norm: 1.1385 2022-02-08 15:08:34,121 - mmaction - INFO - Epoch [68][280/940] lr: 4.000e-01, eta: 2 days, 16:35:41, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5816, loss_cls: 3.0957, loss: 3.0957, grad_norm: 1.1690 2022-02-08 15:08:57,576 - mmaction - INFO - Epoch [68][300/940] lr: 4.000e-01, eta: 2 days, 16:35:07, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5764, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.1467 2022-02-08 15:09:21,043 - mmaction - INFO - Epoch [68][320/940] lr: 4.000e-01, eta: 2 days, 16:34:33, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5703, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.1664 2022-02-08 15:09:44,468 - mmaction - INFO - Epoch [68][340/940] lr: 4.000e-01, eta: 2 days, 16:33:59, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5768, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.1243 2022-02-08 15:10:07,795 - mmaction - INFO - Epoch [68][360/940] lr: 4.000e-01, eta: 2 days, 16:33:24, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5850, loss_cls: 3.0841, loss: 3.0841, grad_norm: 1.1525 2022-02-08 15:10:31,167 - mmaction - INFO - Epoch [68][380/940] lr: 4.000e-01, eta: 2 days, 16:32:50, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5852, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.1668 2022-02-08 15:10:54,606 - mmaction - INFO - Epoch [68][400/940] lr: 4.000e-01, eta: 2 days, 16:32:16, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5676, loss_cls: 3.1602, loss: 3.1602, grad_norm: 1.1461 2022-02-08 15:11:18,031 - mmaction - INFO - Epoch [68][420/940] lr: 4.000e-01, eta: 2 days, 16:31:42, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5861, loss_cls: 3.0692, loss: 3.0692, grad_norm: 1.1666 2022-02-08 15:11:41,400 - mmaction - INFO - Epoch [68][440/940] lr: 4.000e-01, eta: 2 days, 16:31:08, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5742, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.1244 2022-02-08 15:12:04,842 - mmaction - INFO - Epoch [68][460/940] lr: 4.000e-01, eta: 2 days, 16:30:34, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5734, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.1415 2022-02-08 15:12:28,347 - mmaction - INFO - Epoch [68][480/940] lr: 4.000e-01, eta: 2 days, 16:30:00, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3355, top5_acc: 0.5865, loss_cls: 3.0522, loss: 3.0522, grad_norm: 1.1275 2022-02-08 15:12:51,883 - mmaction - INFO - Epoch [68][500/940] lr: 4.000e-01, eta: 2 days, 16:29:27, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5768, loss_cls: 3.1158, loss: 3.1158, grad_norm: 1.1285 2022-02-08 15:13:15,424 - mmaction - INFO - Epoch [68][520/940] lr: 4.000e-01, eta: 2 days, 16:28:53, time: 1.177, data_time: 0.063, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5805, loss_cls: 3.1135, loss: 3.1135, grad_norm: 1.1589 2022-02-08 15:13:38,805 - mmaction - INFO - Epoch [68][540/940] lr: 4.000e-01, eta: 2 days, 16:28:19, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5816, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.1549 2022-02-08 15:14:02,264 - mmaction - INFO - Epoch [68][560/940] lr: 4.000e-01, eta: 2 days, 16:27:45, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5779, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.1370 2022-02-08 15:14:25,778 - mmaction - INFO - Epoch [68][580/940] lr: 4.000e-01, eta: 2 days, 16:27:11, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5879, loss_cls: 3.0625, loss: 3.0625, grad_norm: 1.1430 2022-02-08 15:14:49,254 - mmaction - INFO - Epoch [68][600/940] lr: 4.000e-01, eta: 2 days, 16:26:37, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5820, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.1347 2022-02-08 15:15:12,721 - mmaction - INFO - Epoch [68][620/940] lr: 4.000e-01, eta: 2 days, 16:26:04, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.3369, top5_acc: 0.5838, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.1470 2022-02-08 15:15:36,182 - mmaction - INFO - Epoch [68][640/940] lr: 4.000e-01, eta: 2 days, 16:25:30, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5795, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.1512 2022-02-08 15:15:59,615 - mmaction - INFO - Epoch [68][660/940] lr: 4.000e-01, eta: 2 days, 16:24:56, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3352, top5_acc: 0.5871, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.1630 2022-02-08 15:16:23,026 - mmaction - INFO - Epoch [68][680/940] lr: 4.000e-01, eta: 2 days, 16:24:22, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5758, loss_cls: 3.1185, loss: 3.1185, grad_norm: 1.1501 2022-02-08 15:16:46,495 - mmaction - INFO - Epoch [68][700/940] lr: 4.000e-01, eta: 2 days, 16:23:48, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5781, loss_cls: 3.1260, loss: 3.1260, grad_norm: 1.1378 2022-02-08 15:17:09,957 - mmaction - INFO - Epoch [68][720/940] lr: 4.000e-01, eta: 2 days, 16:23:14, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5623, loss_cls: 3.1473, loss: 3.1473, grad_norm: 1.1950 2022-02-08 15:17:33,512 - mmaction - INFO - Epoch [68][740/940] lr: 4.000e-01, eta: 2 days, 16:22:41, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5617, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.1418 2022-02-08 15:17:57,067 - mmaction - INFO - Epoch [68][760/940] lr: 4.000e-01, eta: 2 days, 16:22:07, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5816, loss_cls: 3.1001, loss: 3.1001, grad_norm: 1.1324 2022-02-08 15:18:20,488 - mmaction - INFO - Epoch [68][780/940] lr: 4.000e-01, eta: 2 days, 16:21:33, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5709, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.1706 2022-02-08 15:18:43,832 - mmaction - INFO - Epoch [68][800/940] lr: 4.000e-01, eta: 2 days, 16:20:59, time: 1.168, data_time: 0.058, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5637, loss_cls: 3.1302, loss: 3.1302, grad_norm: 1.1417 2022-02-08 15:19:07,369 - mmaction - INFO - Epoch [68][820/940] lr: 4.000e-01, eta: 2 days, 16:20:26, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5775, loss_cls: 3.1008, loss: 3.1008, grad_norm: 1.1320 2022-02-08 15:19:30,902 - mmaction - INFO - Epoch [68][840/940] lr: 4.000e-01, eta: 2 days, 16:19:52, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3344, top5_acc: 0.5773, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.1356 2022-02-08 15:19:54,431 - mmaction - INFO - Epoch [68][860/940] lr: 4.000e-01, eta: 2 days, 16:19:19, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5865, loss_cls: 3.0862, loss: 3.0862, grad_norm: 1.1371 2022-02-08 15:20:18,184 - mmaction - INFO - Epoch [68][880/940] lr: 4.000e-01, eta: 2 days, 16:18:46, time: 1.188, data_time: 0.060, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5771, loss_cls: 3.0934, loss: 3.0934, grad_norm: 1.1498 2022-02-08 15:20:41,572 - mmaction - INFO - Epoch [68][900/940] lr: 4.000e-01, eta: 2 days, 16:18:12, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5730, loss_cls: 3.1048, loss: 3.1048, grad_norm: 1.1357 2022-02-08 15:21:05,043 - mmaction - INFO - Epoch [68][920/940] lr: 4.000e-01, eta: 2 days, 16:17:38, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5861, loss_cls: 3.0765, loss: 3.0765, grad_norm: 1.1602 2022-02-08 15:21:27,473 - mmaction - INFO - Epoch [68][940/940] lr: 4.000e-01, eta: 2 days, 16:17:01, time: 1.122, data_time: 0.075, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5739, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.1385 2022-02-08 15:24:02,041 - mmaction - INFO - Epoch [69][20/940] lr: 4.000e-01, eta: 2 days, 16:22:21, time: 7.575, data_time: 6.226, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5707, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.1719 2022-02-08 15:24:25,051 - mmaction - INFO - Epoch [69][40/940] lr: 4.000e-01, eta: 2 days, 16:21:46, time: 1.150, data_time: 0.051, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5742, loss_cls: 3.0940, loss: 3.0940, grad_norm: 1.1241 2022-02-08 15:24:48,128 - mmaction - INFO - Epoch [69][60/940] lr: 4.000e-01, eta: 2 days, 16:21:11, time: 1.154, data_time: 0.037, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5725, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.1507 2022-02-08 15:25:11,361 - mmaction - INFO - Epoch [69][80/940] lr: 4.000e-01, eta: 2 days, 16:20:37, time: 1.162, data_time: 0.038, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5787, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.1684 2022-02-08 15:25:34,523 - mmaction - INFO - Epoch [69][100/940] lr: 4.000e-01, eta: 2 days, 16:20:02, time: 1.158, data_time: 0.036, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5748, loss_cls: 3.1017, loss: 3.1017, grad_norm: 1.1355 2022-02-08 15:25:57,735 - mmaction - INFO - Epoch [69][120/940] lr: 4.000e-01, eta: 2 days, 16:19:28, time: 1.160, data_time: 0.041, memory: 9497, top1_acc: 0.3299, top5_acc: 0.5848, loss_cls: 3.0423, loss: 3.0423, grad_norm: 1.1480 2022-02-08 15:26:21,150 - mmaction - INFO - Epoch [69][140/940] lr: 4.000e-01, eta: 2 days, 16:18:54, time: 1.171, data_time: 0.039, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5725, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.1459 2022-02-08 15:26:44,425 - mmaction - INFO - Epoch [69][160/940] lr: 4.000e-01, eta: 2 days, 16:18:19, time: 1.164, data_time: 0.042, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5744, loss_cls: 3.0950, loss: 3.0950, grad_norm: 1.1501 2022-02-08 15:27:07,759 - mmaction - INFO - Epoch [69][180/940] lr: 4.000e-01, eta: 2 days, 16:17:45, time: 1.167, data_time: 0.035, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5748, loss_cls: 3.1319, loss: 3.1319, grad_norm: 1.1472 2022-02-08 15:27:31,114 - mmaction - INFO - Epoch [69][200/940] lr: 4.000e-01, eta: 2 days, 16:17:11, time: 1.168, data_time: 0.041, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5867, loss_cls: 3.0665, loss: 3.0665, grad_norm: 1.1608 2022-02-08 15:27:54,474 - mmaction - INFO - Epoch [69][220/940] lr: 4.000e-01, eta: 2 days, 16:16:37, time: 1.168, data_time: 0.043, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5744, loss_cls: 3.1029, loss: 3.1029, grad_norm: 1.1543 2022-02-08 15:28:17,701 - mmaction - INFO - Epoch [69][240/940] lr: 4.000e-01, eta: 2 days, 16:16:02, time: 1.162, data_time: 0.045, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5781, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.1352 2022-02-08 15:28:41,055 - mmaction - INFO - Epoch [69][260/940] lr: 4.000e-01, eta: 2 days, 16:15:28, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5754, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.1373 2022-02-08 15:29:04,570 - mmaction - INFO - Epoch [69][280/940] lr: 4.000e-01, eta: 2 days, 16:14:55, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5754, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.1367 2022-02-08 15:29:27,927 - mmaction - INFO - Epoch [69][300/940] lr: 4.000e-01, eta: 2 days, 16:14:21, time: 1.167, data_time: 0.045, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5709, loss_cls: 3.1278, loss: 3.1278, grad_norm: 1.1495 2022-02-08 15:29:51,451 - mmaction - INFO - Epoch [69][320/940] lr: 4.000e-01, eta: 2 days, 16:13:47, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5758, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.1404 2022-02-08 15:30:14,909 - mmaction - INFO - Epoch [69][340/940] lr: 4.000e-01, eta: 2 days, 16:13:13, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5734, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.1400 2022-02-08 15:30:38,380 - mmaction - INFO - Epoch [69][360/940] lr: 4.000e-01, eta: 2 days, 16:12:39, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5877, loss_cls: 3.0867, loss: 3.0867, grad_norm: 1.1450 2022-02-08 15:31:01,732 - mmaction - INFO - Epoch [69][380/940] lr: 4.000e-01, eta: 2 days, 16:12:05, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5662, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.1659 2022-02-08 15:31:25,071 - mmaction - INFO - Epoch [69][400/940] lr: 4.000e-01, eta: 2 days, 16:11:31, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5760, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.1286 2022-02-08 15:31:48,461 - mmaction - INFO - Epoch [69][420/940] lr: 4.000e-01, eta: 2 days, 16:10:57, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.3236, top5_acc: 0.5781, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.1301 2022-02-08 15:32:11,815 - mmaction - INFO - Epoch [69][440/940] lr: 4.000e-01, eta: 2 days, 16:10:23, time: 1.167, data_time: 0.047, memory: 9497, top1_acc: 0.3355, top5_acc: 0.5842, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.1550 2022-02-08 15:32:35,173 - mmaction - INFO - Epoch [69][460/940] lr: 4.000e-01, eta: 2 days, 16:09:49, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5781, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.1449 2022-02-08 15:32:58,533 - mmaction - INFO - Epoch [69][480/940] lr: 4.000e-01, eta: 2 days, 16:09:15, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5822, loss_cls: 3.0662, loss: 3.0662, grad_norm: 1.1279 2022-02-08 15:33:21,996 - mmaction - INFO - Epoch [69][500/940] lr: 4.000e-01, eta: 2 days, 16:08:42, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5748, loss_cls: 3.1127, loss: 3.1127, grad_norm: 1.1435 2022-02-08 15:33:45,474 - mmaction - INFO - Epoch [69][520/940] lr: 4.000e-01, eta: 2 days, 16:08:08, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5834, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.1339 2022-02-08 15:34:08,877 - mmaction - INFO - Epoch [69][540/940] lr: 4.000e-01, eta: 2 days, 16:07:34, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5682, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.1427 2022-02-08 15:34:32,327 - mmaction - INFO - Epoch [69][560/940] lr: 4.000e-01, eta: 2 days, 16:07:00, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5797, loss_cls: 3.1175, loss: 3.1175, grad_norm: 1.1246 2022-02-08 15:34:55,664 - mmaction - INFO - Epoch [69][580/940] lr: 4.000e-01, eta: 2 days, 16:06:26, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5705, loss_cls: 3.1457, loss: 3.1457, grad_norm: 1.1744 2022-02-08 15:35:19,243 - mmaction - INFO - Epoch [69][600/940] lr: 4.000e-01, eta: 2 days, 16:05:53, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5809, loss_cls: 3.0957, loss: 3.0957, grad_norm: 1.1344 2022-02-08 15:35:42,630 - mmaction - INFO - Epoch [69][620/940] lr: 4.000e-01, eta: 2 days, 16:05:19, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3328, top5_acc: 0.5875, loss_cls: 3.0522, loss: 3.0522, grad_norm: 1.1388 2022-02-08 15:36:06,062 - mmaction - INFO - Epoch [69][640/940] lr: 4.000e-01, eta: 2 days, 16:04:45, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5670, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.1540 2022-02-08 15:36:29,615 - mmaction - INFO - Epoch [69][660/940] lr: 4.000e-01, eta: 2 days, 16:04:12, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3326, top5_acc: 0.5797, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.1358 2022-02-08 15:36:53,081 - mmaction - INFO - Epoch [69][680/940] lr: 4.000e-01, eta: 2 days, 16:03:38, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5756, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.1283 2022-02-08 15:37:16,608 - mmaction - INFO - Epoch [69][700/940] lr: 4.000e-01, eta: 2 days, 16:03:05, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5805, loss_cls: 3.0657, loss: 3.0657, grad_norm: 1.1418 2022-02-08 15:37:40,129 - mmaction - INFO - Epoch [69][720/940] lr: 4.000e-01, eta: 2 days, 16:02:31, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5695, loss_cls: 3.1363, loss: 3.1363, grad_norm: 1.1427 2022-02-08 15:38:03,605 - mmaction - INFO - Epoch [69][740/940] lr: 4.000e-01, eta: 2 days, 16:01:58, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5803, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.1594 2022-02-08 15:38:27,103 - mmaction - INFO - Epoch [69][760/940] lr: 4.000e-01, eta: 2 days, 16:01:24, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3326, top5_acc: 0.5811, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.1406 2022-02-08 15:38:50,584 - mmaction - INFO - Epoch [69][780/940] lr: 4.000e-01, eta: 2 days, 16:00:50, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5803, loss_cls: 3.1190, loss: 3.1190, grad_norm: 1.1665 2022-02-08 15:39:14,037 - mmaction - INFO - Epoch [69][800/940] lr: 4.000e-01, eta: 2 days, 16:00:17, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5684, loss_cls: 3.1353, loss: 3.1353, grad_norm: 1.1358 2022-02-08 15:39:37,472 - mmaction - INFO - Epoch [69][820/940] lr: 4.000e-01, eta: 2 days, 15:59:43, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5727, loss_cls: 3.1389, loss: 3.1389, grad_norm: 1.1600 2022-02-08 15:40:00,973 - mmaction - INFO - Epoch [69][840/940] lr: 4.000e-01, eta: 2 days, 15:59:10, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5748, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.1435 2022-02-08 15:40:24,477 - mmaction - INFO - Epoch [69][860/940] lr: 4.000e-01, eta: 2 days, 15:58:36, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5654, loss_cls: 3.1069, loss: 3.1069, grad_norm: 1.1675 2022-02-08 15:40:47,880 - mmaction - INFO - Epoch [69][880/940] lr: 4.000e-01, eta: 2 days, 15:58:02, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5703, loss_cls: 3.1193, loss: 3.1193, grad_norm: 1.1532 2022-02-08 15:41:11,343 - mmaction - INFO - Epoch [69][900/940] lr: 4.000e-01, eta: 2 days, 15:57:29, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5652, loss_cls: 3.1564, loss: 3.1564, grad_norm: 1.1357 2022-02-08 15:41:34,923 - mmaction - INFO - Epoch [69][920/940] lr: 4.000e-01, eta: 2 days, 15:56:55, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5705, loss_cls: 3.1557, loss: 3.1557, grad_norm: 1.1149 2022-02-08 15:41:57,263 - mmaction - INFO - Epoch [69][940/940] lr: 4.000e-01, eta: 2 days, 15:56:19, time: 1.118, data_time: 0.051, memory: 9497, top1_acc: 0.3093, top5_acc: 0.5651, loss_cls: 3.1902, loss: 3.1902, grad_norm: 1.1665 2022-02-08 15:44:28,291 - mmaction - INFO - Epoch [70][20/940] lr: 4.000e-01, eta: 2 days, 16:01:24, time: 7.430, data_time: 6.229, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5775, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.1482 2022-02-08 15:44:51,323 - mmaction - INFO - Epoch [70][40/940] lr: 4.000e-01, eta: 2 days, 16:00:49, time: 1.152, data_time: 0.051, memory: 9497, top1_acc: 0.3379, top5_acc: 0.5889, loss_cls: 3.0620, loss: 3.0620, grad_norm: 1.1447 2022-02-08 15:45:14,482 - mmaction - INFO - Epoch [70][60/940] lr: 4.000e-01, eta: 2 days, 16:00:15, time: 1.158, data_time: 0.043, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5697, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.1616 2022-02-08 15:45:37,584 - mmaction - INFO - Epoch [70][80/940] lr: 4.000e-01, eta: 2 days, 15:59:40, time: 1.154, data_time: 0.047, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5893, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.1356 2022-02-08 15:46:00,787 - mmaction - INFO - Epoch [70][100/940] lr: 4.000e-01, eta: 2 days, 15:59:06, time: 1.160, data_time: 0.050, memory: 9497, top1_acc: 0.3316, top5_acc: 0.5859, loss_cls: 3.0466, loss: 3.0466, grad_norm: 1.1293 2022-02-08 15:46:24,028 - mmaction - INFO - Epoch [70][120/940] lr: 4.000e-01, eta: 2 days, 15:58:31, time: 1.162, data_time: 0.050, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5873, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.1576 2022-02-08 15:46:47,265 - mmaction - INFO - Epoch [70][140/940] lr: 4.000e-01, eta: 2 days, 15:57:57, time: 1.162, data_time: 0.053, memory: 9497, top1_acc: 0.3350, top5_acc: 0.5824, loss_cls: 3.0451, loss: 3.0451, grad_norm: 1.1630 2022-02-08 15:47:10,598 - mmaction - INFO - Epoch [70][160/940] lr: 4.000e-01, eta: 2 days, 15:57:23, time: 1.166, data_time: 0.059, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5898, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.1391 2022-02-08 15:47:33,886 - mmaction - INFO - Epoch [70][180/940] lr: 4.000e-01, eta: 2 days, 15:56:49, time: 1.164, data_time: 0.054, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5775, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.1399 2022-02-08 15:47:57,213 - mmaction - INFO - Epoch [70][200/940] lr: 4.000e-01, eta: 2 days, 15:56:15, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5779, loss_cls: 3.0713, loss: 3.0713, grad_norm: 1.1386 2022-02-08 15:48:20,610 - mmaction - INFO - Epoch [70][220/940] lr: 4.000e-01, eta: 2 days, 15:55:41, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3299, top5_acc: 0.5840, loss_cls: 3.0743, loss: 3.0743, grad_norm: 1.1603 2022-02-08 15:48:44,043 - mmaction - INFO - Epoch [70][240/940] lr: 4.000e-01, eta: 2 days, 15:55:07, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5904, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.1647 2022-02-08 15:49:07,497 - mmaction - INFO - Epoch [70][260/940] lr: 4.000e-01, eta: 2 days, 15:54:34, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5941, loss_cls: 3.0484, loss: 3.0484, grad_norm: 1.1155 2022-02-08 15:49:30,851 - mmaction - INFO - Epoch [70][280/940] lr: 4.000e-01, eta: 2 days, 15:54:00, time: 1.167, data_time: 0.059, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5732, loss_cls: 3.1068, loss: 3.1068, grad_norm: 1.1361 2022-02-08 15:49:54,357 - mmaction - INFO - Epoch [70][300/940] lr: 4.000e-01, eta: 2 days, 15:53:26, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5703, loss_cls: 3.1561, loss: 3.1561, grad_norm: 1.1402 2022-02-08 15:50:17,758 - mmaction - INFO - Epoch [70][320/940] lr: 4.000e-01, eta: 2 days, 15:52:53, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5652, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.1590 2022-02-08 15:50:41,270 - mmaction - INFO - Epoch [70][340/940] lr: 4.000e-01, eta: 2 days, 15:52:19, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5746, loss_cls: 3.1422, loss: 3.1422, grad_norm: 1.1573 2022-02-08 15:51:04,869 - mmaction - INFO - Epoch [70][360/940] lr: 4.000e-01, eta: 2 days, 15:51:46, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.3334, top5_acc: 0.5906, loss_cls: 3.0391, loss: 3.0391, grad_norm: 1.1328 2022-02-08 15:51:28,382 - mmaction - INFO - Epoch [70][380/940] lr: 4.000e-01, eta: 2 days, 15:51:12, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5730, loss_cls: 3.1585, loss: 3.1585, grad_norm: 1.1320 2022-02-08 15:51:51,842 - mmaction - INFO - Epoch [70][400/940] lr: 4.000e-01, eta: 2 days, 15:50:39, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5797, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.1529 2022-02-08 15:52:15,311 - mmaction - INFO - Epoch [70][420/940] lr: 4.000e-01, eta: 2 days, 15:50:05, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5857, loss_cls: 3.0700, loss: 3.0700, grad_norm: 1.1368 2022-02-08 15:52:38,727 - mmaction - INFO - Epoch [70][440/940] lr: 4.000e-01, eta: 2 days, 15:49:31, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.3236, top5_acc: 0.5809, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.1557 2022-02-08 15:53:02,217 - mmaction - INFO - Epoch [70][460/940] lr: 4.000e-01, eta: 2 days, 15:48:58, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5771, loss_cls: 3.1155, loss: 3.1155, grad_norm: 1.1461 2022-02-08 15:53:25,703 - mmaction - INFO - Epoch [70][480/940] lr: 4.000e-01, eta: 2 days, 15:48:24, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5879, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.1553 2022-02-08 15:53:49,290 - mmaction - INFO - Epoch [70][500/940] lr: 4.000e-01, eta: 2 days, 15:47:51, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.3426, top5_acc: 0.5838, loss_cls: 3.0762, loss: 3.0762, grad_norm: 1.1200 2022-02-08 15:54:12,788 - mmaction - INFO - Epoch [70][520/940] lr: 4.000e-01, eta: 2 days, 15:47:18, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5822, loss_cls: 3.0674, loss: 3.0674, grad_norm: 1.1535 2022-02-08 15:54:36,348 - mmaction - INFO - Epoch [70][540/940] lr: 4.000e-01, eta: 2 days, 15:46:44, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5758, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.1390 2022-02-08 15:54:59,835 - mmaction - INFO - Epoch [70][560/940] lr: 4.000e-01, eta: 2 days, 15:46:11, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5813, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.1466 2022-02-08 15:55:23,323 - mmaction - INFO - Epoch [70][580/940] lr: 4.000e-01, eta: 2 days, 15:45:37, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5803, loss_cls: 3.0520, loss: 3.0520, grad_norm: 1.1512 2022-02-08 15:55:46,865 - mmaction - INFO - Epoch [70][600/940] lr: 4.000e-01, eta: 2 days, 15:45:04, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5760, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.1377 2022-02-08 15:56:10,412 - mmaction - INFO - Epoch [70][620/940] lr: 4.000e-01, eta: 2 days, 15:44:31, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5738, loss_cls: 3.1074, loss: 3.1074, grad_norm: 1.1442 2022-02-08 15:56:33,872 - mmaction - INFO - Epoch [70][640/940] lr: 4.000e-01, eta: 2 days, 15:43:57, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5734, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.1552 2022-02-08 15:56:57,327 - mmaction - INFO - Epoch [70][660/940] lr: 4.000e-01, eta: 2 days, 15:43:24, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5818, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.1506 2022-02-08 15:57:20,761 - mmaction - INFO - Epoch [70][680/940] lr: 4.000e-01, eta: 2 days, 15:42:50, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5777, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.1357 2022-02-08 15:57:44,272 - mmaction - INFO - Epoch [70][700/940] lr: 4.000e-01, eta: 2 days, 15:42:17, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5861, loss_cls: 3.0811, loss: 3.0811, grad_norm: 1.1492 2022-02-08 15:58:07,681 - mmaction - INFO - Epoch [70][720/940] lr: 4.000e-01, eta: 2 days, 15:41:43, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5721, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.1355 2022-02-08 15:58:31,162 - mmaction - INFO - Epoch [70][740/940] lr: 4.000e-01, eta: 2 days, 15:41:10, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3135, top5_acc: 0.5719, loss_cls: 3.1619, loss: 3.1619, grad_norm: 1.1810 2022-02-08 15:58:54,689 - mmaction - INFO - Epoch [70][760/940] lr: 4.000e-01, eta: 2 days, 15:40:36, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5727, loss_cls: 3.1336, loss: 3.1336, grad_norm: 1.1205 2022-02-08 15:59:18,132 - mmaction - INFO - Epoch [70][780/940] lr: 4.000e-01, eta: 2 days, 15:40:03, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5746, loss_cls: 3.1273, loss: 3.1273, grad_norm: 1.1431 2022-02-08 15:59:41,633 - mmaction - INFO - Epoch [70][800/940] lr: 4.000e-01, eta: 2 days, 15:39:29, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5762, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.1282 2022-02-08 16:00:05,624 - mmaction - INFO - Epoch [70][820/940] lr: 4.000e-01, eta: 2 days, 15:38:57, time: 1.189, data_time: 0.058, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5746, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.1409 2022-02-08 16:00:29,063 - mmaction - INFO - Epoch [70][840/940] lr: 4.000e-01, eta: 2 days, 15:38:24, time: 1.182, data_time: 0.068, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5811, loss_cls: 3.1020, loss: 3.1020, grad_norm: 1.1356 2022-02-08 16:00:52,540 - mmaction - INFO - Epoch [70][860/940] lr: 4.000e-01, eta: 2 days, 15:37:50, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5865, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.1574 2022-02-08 16:01:16,076 - mmaction - INFO - Epoch [70][880/940] lr: 4.000e-01, eta: 2 days, 15:37:17, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5736, loss_cls: 3.1281, loss: 3.1281, grad_norm: 1.1552 2022-02-08 16:01:39,657 - mmaction - INFO - Epoch [70][900/940] lr: 4.000e-01, eta: 2 days, 15:36:44, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5807, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.1578 2022-02-08 16:02:03,161 - mmaction - INFO - Epoch [70][920/940] lr: 4.000e-01, eta: 2 days, 15:36:11, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5770, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.1415 2022-02-08 16:02:25,471 - mmaction - INFO - Epoch [70][940/940] lr: 4.000e-01, eta: 2 days, 15:35:34, time: 1.116, data_time: 0.063, memory: 9497, top1_acc: 0.3086, top5_acc: 0.5781, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.1409 2022-02-08 16:02:31,194 - mmaction - INFO - Saving checkpoint at 70 epochs 2022-02-08 16:06:20,618 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 16:06:21,382 - mmaction - INFO - top1_acc 0.3564 top5_acc 0.6341 2022-02-08 16:06:21,382 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 16:06:21,419 - mmaction - INFO - mean_acc 0.3561 2022-02-08 16:06:21,420 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_40.pth was removed 2022-02-08 16:06:23,419 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_70.pth. 2022-02-08 16:06:23,419 - mmaction - INFO - Best top1_acc is 0.3564 at 70 epoch. 2022-02-08 16:06:23,428 - mmaction - INFO - Epoch(val) [70][78] top1_acc: 0.3564, top5_acc: 0.6341, mean_class_accuracy: 0.3561 2022-02-08 16:08:42,774 - mmaction - INFO - Epoch [71][20/940] lr: 4.000e-01, eta: 2 days, 15:40:09, time: 6.966, data_time: 5.537, memory: 9497, top1_acc: 0.3381, top5_acc: 0.5803, loss_cls: 3.0425, loss: 3.0425, grad_norm: 1.1473 2022-02-08 16:09:05,791 - mmaction - INFO - Epoch [71][40/940] lr: 4.000e-01, eta: 2 days, 15:39:34, time: 1.151, data_time: 0.055, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5842, loss_cls: 3.0801, loss: 3.0801, grad_norm: 1.1342 2022-02-08 16:09:28,903 - mmaction - INFO - Epoch [71][60/940] lr: 4.000e-01, eta: 2 days, 15:38:59, time: 1.156, data_time: 0.042, memory: 9497, top1_acc: 0.3316, top5_acc: 0.5789, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.1720 2022-02-08 16:09:52,164 - mmaction - INFO - Epoch [71][80/940] lr: 4.000e-01, eta: 2 days, 15:38:25, time: 1.163, data_time: 0.042, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5889, loss_cls: 3.0542, loss: 3.0542, grad_norm: 1.1459 2022-02-08 16:10:15,532 - mmaction - INFO - Epoch [71][100/940] lr: 4.000e-01, eta: 2 days, 15:37:52, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5816, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.1530 2022-02-08 16:10:38,856 - mmaction - INFO - Epoch [71][120/940] lr: 4.000e-01, eta: 2 days, 15:37:18, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.3381, top5_acc: 0.5814, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.1493 2022-02-08 16:11:02,205 - mmaction - INFO - Epoch [71][140/940] lr: 4.000e-01, eta: 2 days, 15:36:44, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5795, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.1779 2022-02-08 16:11:25,475 - mmaction - INFO - Epoch [71][160/940] lr: 4.000e-01, eta: 2 days, 15:36:10, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5773, loss_cls: 3.1028, loss: 3.1028, grad_norm: 1.1607 2022-02-08 16:11:48,773 - mmaction - INFO - Epoch [71][180/940] lr: 4.000e-01, eta: 2 days, 15:35:36, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5691, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.1449 2022-02-08 16:12:11,939 - mmaction - INFO - Epoch [71][200/940] lr: 4.000e-01, eta: 2 days, 15:35:02, time: 1.159, data_time: 0.055, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5820, loss_cls: 3.0658, loss: 3.0658, grad_norm: 1.1388 2022-02-08 16:12:35,323 - mmaction - INFO - Epoch [71][220/940] lr: 4.000e-01, eta: 2 days, 15:34:28, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5840, loss_cls: 3.0541, loss: 3.0541, grad_norm: 1.1732 2022-02-08 16:12:58,545 - mmaction - INFO - Epoch [71][240/940] lr: 4.000e-01, eta: 2 days, 15:33:54, time: 1.161, data_time: 0.048, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5744, loss_cls: 3.1391, loss: 3.1391, grad_norm: 1.1595 2022-02-08 16:13:21,913 - mmaction - INFO - Epoch [71][260/940] lr: 4.000e-01, eta: 2 days, 15:33:20, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5758, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.1436 2022-02-08 16:13:45,326 - mmaction - INFO - Epoch [71][280/940] lr: 4.000e-01, eta: 2 days, 15:32:46, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5736, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.1372 2022-02-08 16:14:08,681 - mmaction - INFO - Epoch [71][300/940] lr: 4.000e-01, eta: 2 days, 15:32:13, time: 1.168, data_time: 0.060, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5686, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.1402 2022-02-08 16:14:32,089 - mmaction - INFO - Epoch [71][320/940] lr: 4.000e-01, eta: 2 days, 15:31:39, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5811, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.1245 2022-02-08 16:14:55,478 - mmaction - INFO - Epoch [71][340/940] lr: 4.000e-01, eta: 2 days, 15:31:05, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5758, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.1424 2022-02-08 16:15:19,099 - mmaction - INFO - Epoch [71][360/940] lr: 4.000e-01, eta: 2 days, 15:30:32, time: 1.181, data_time: 0.068, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5752, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.1416 2022-02-08 16:15:42,548 - mmaction - INFO - Epoch [71][380/940] lr: 4.000e-01, eta: 2 days, 15:29:59, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3375, top5_acc: 0.5855, loss_cls: 3.0616, loss: 3.0616, grad_norm: 1.1458 2022-02-08 16:16:06,010 - mmaction - INFO - Epoch [71][400/940] lr: 4.000e-01, eta: 2 days, 15:29:25, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5752, loss_cls: 3.1331, loss: 3.1331, grad_norm: 1.1316 2022-02-08 16:16:29,429 - mmaction - INFO - Epoch [71][420/940] lr: 4.000e-01, eta: 2 days, 15:28:52, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5818, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.1438 2022-02-08 16:16:52,846 - mmaction - INFO - Epoch [71][440/940] lr: 4.000e-01, eta: 2 days, 15:28:18, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5865, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.1656 2022-02-08 16:17:16,208 - mmaction - INFO - Epoch [71][460/940] lr: 4.000e-01, eta: 2 days, 15:27:45, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5844, loss_cls: 3.0951, loss: 3.0951, grad_norm: 1.1627 2022-02-08 16:17:39,706 - mmaction - INFO - Epoch [71][480/940] lr: 4.000e-01, eta: 2 days, 15:27:11, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5813, loss_cls: 3.1087, loss: 3.1087, grad_norm: 1.1686 2022-02-08 16:18:03,155 - mmaction - INFO - Epoch [71][500/940] lr: 4.000e-01, eta: 2 days, 15:26:38, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5777, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.1322 2022-02-08 16:18:26,612 - mmaction - INFO - Epoch [71][520/940] lr: 4.000e-01, eta: 2 days, 15:26:05, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.3318, top5_acc: 0.5811, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.1457 2022-02-08 16:18:50,084 - mmaction - INFO - Epoch [71][540/940] lr: 4.000e-01, eta: 2 days, 15:25:31, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5859, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.1575 2022-02-08 16:19:13,419 - mmaction - INFO - Epoch [71][560/940] lr: 4.000e-01, eta: 2 days, 15:24:57, time: 1.167, data_time: 0.057, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5717, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.1370 2022-02-08 16:19:36,844 - mmaction - INFO - Epoch [71][580/940] lr: 4.000e-01, eta: 2 days, 15:24:24, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5818, loss_cls: 3.0837, loss: 3.0837, grad_norm: 1.1499 2022-02-08 16:20:00,353 - mmaction - INFO - Epoch [71][600/940] lr: 4.000e-01, eta: 2 days, 15:23:51, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5771, loss_cls: 3.1129, loss: 3.1129, grad_norm: 1.1495 2022-02-08 16:20:23,829 - mmaction - INFO - Epoch [71][620/940] lr: 4.000e-01, eta: 2 days, 15:23:17, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5660, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.1695 2022-02-08 16:20:47,253 - mmaction - INFO - Epoch [71][640/940] lr: 4.000e-01, eta: 2 days, 15:22:44, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.3299, top5_acc: 0.5809, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.1389 2022-02-08 16:21:10,719 - mmaction - INFO - Epoch [71][660/940] lr: 4.000e-01, eta: 2 days, 15:22:11, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5889, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.1334 2022-02-08 16:21:34,220 - mmaction - INFO - Epoch [71][680/940] lr: 4.000e-01, eta: 2 days, 15:21:37, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5682, loss_cls: 3.1282, loss: 3.1282, grad_norm: 1.1697 2022-02-08 16:21:57,696 - mmaction - INFO - Epoch [71][700/940] lr: 4.000e-01, eta: 2 days, 15:21:04, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5729, loss_cls: 3.1353, loss: 3.1353, grad_norm: 1.1495 2022-02-08 16:22:21,215 - mmaction - INFO - Epoch [71][720/940] lr: 4.000e-01, eta: 2 days, 15:20:31, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5932, loss_cls: 3.0508, loss: 3.0508, grad_norm: 1.1420 2022-02-08 16:22:44,680 - mmaction - INFO - Epoch [71][740/940] lr: 4.000e-01, eta: 2 days, 15:19:57, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5779, loss_cls: 3.0995, loss: 3.0995, grad_norm: 1.1611 2022-02-08 16:23:08,124 - mmaction - INFO - Epoch [71][760/940] lr: 4.000e-01, eta: 2 days, 15:19:24, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5770, loss_cls: 3.1148, loss: 3.1148, grad_norm: 1.1513 2022-02-08 16:23:31,637 - mmaction - INFO - Epoch [71][780/940] lr: 4.000e-01, eta: 2 days, 15:18:51, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5793, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.1371 2022-02-08 16:23:55,152 - mmaction - INFO - Epoch [71][800/940] lr: 4.000e-01, eta: 2 days, 15:18:18, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5793, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.1465 2022-02-08 16:24:18,558 - mmaction - INFO - Epoch [71][820/940] lr: 4.000e-01, eta: 2 days, 15:17:44, time: 1.170, data_time: 0.060, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5762, loss_cls: 3.1017, loss: 3.1017, grad_norm: 1.1630 2022-02-08 16:24:41,989 - mmaction - INFO - Epoch [71][840/940] lr: 4.000e-01, eta: 2 days, 15:17:11, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.3178, top5_acc: 0.5717, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.1317 2022-02-08 16:25:05,416 - mmaction - INFO - Epoch [71][860/940] lr: 4.000e-01, eta: 2 days, 15:16:37, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5803, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.1514 2022-02-08 16:25:28,977 - mmaction - INFO - Epoch [71][880/940] lr: 4.000e-01, eta: 2 days, 15:16:04, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5760, loss_cls: 3.1068, loss: 3.1068, grad_norm: 1.1414 2022-02-08 16:25:52,481 - mmaction - INFO - Epoch [71][900/940] lr: 4.000e-01, eta: 2 days, 15:15:31, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5701, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.1388 2022-02-08 16:26:15,962 - mmaction - INFO - Epoch [71][920/940] lr: 4.000e-01, eta: 2 days, 15:14:58, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5680, loss_cls: 3.1241, loss: 3.1241, grad_norm: 1.1627 2022-02-08 16:26:38,269 - mmaction - INFO - Epoch [71][940/940] lr: 4.000e-01, eta: 2 days, 15:14:22, time: 1.116, data_time: 0.064, memory: 9497, top1_acc: 0.3328, top5_acc: 0.5765, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.1377 2022-02-08 16:29:11,303 - mmaction - INFO - Epoch [72][20/940] lr: 4.000e-01, eta: 2 days, 15:19:16, time: 7.463, data_time: 6.306, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5777, loss_cls: 3.0749, loss: 3.0749, grad_norm: 1.1531 2022-02-08 16:29:34,430 - mmaction - INFO - Epoch [72][40/940] lr: 4.000e-01, eta: 2 days, 15:18:42, time: 1.156, data_time: 0.049, memory: 9497, top1_acc: 0.3377, top5_acc: 0.5908, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.1328 2022-02-08 16:29:57,547 - mmaction - INFO - Epoch [72][60/940] lr: 4.000e-01, eta: 2 days, 15:18:08, time: 1.155, data_time: 0.041, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5756, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.1677 2022-02-08 16:30:20,864 - mmaction - INFO - Epoch [72][80/940] lr: 4.000e-01, eta: 2 days, 15:17:34, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5717, loss_cls: 3.1289, loss: 3.1289, grad_norm: 1.1216 2022-02-08 16:30:44,303 - mmaction - INFO - Epoch [72][100/940] lr: 4.000e-01, eta: 2 days, 15:17:00, time: 1.171, data_time: 0.045, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5771, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.1592 2022-02-08 16:31:07,646 - mmaction - INFO - Epoch [72][120/940] lr: 4.000e-01, eta: 2 days, 15:16:27, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5734, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.1382 2022-02-08 16:31:31,017 - mmaction - INFO - Epoch [72][140/940] lr: 4.000e-01, eta: 2 days, 15:15:53, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5861, loss_cls: 3.0816, loss: 3.0816, grad_norm: 1.1409 2022-02-08 16:31:54,445 - mmaction - INFO - Epoch [72][160/940] lr: 4.000e-01, eta: 2 days, 15:15:20, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.3398, top5_acc: 0.5963, loss_cls: 3.0332, loss: 3.0332, grad_norm: 1.1492 2022-02-08 16:32:18,080 - mmaction - INFO - Epoch [72][180/940] lr: 4.000e-01, eta: 2 days, 15:14:47, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5854, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.1568 2022-02-08 16:32:41,458 - mmaction - INFO - Epoch [72][200/940] lr: 4.000e-01, eta: 2 days, 15:14:13, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3391, top5_acc: 0.5861, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.1706 2022-02-08 16:33:04,952 - mmaction - INFO - Epoch [72][220/940] lr: 4.000e-01, eta: 2 days, 15:13:40, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5746, loss_cls: 3.1280, loss: 3.1280, grad_norm: 1.1506 2022-02-08 16:33:28,403 - mmaction - INFO - Epoch [72][240/940] lr: 4.000e-01, eta: 2 days, 15:13:06, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3367, top5_acc: 0.5848, loss_cls: 3.0670, loss: 3.0670, grad_norm: 1.1563 2022-02-08 16:33:51,882 - mmaction - INFO - Epoch [72][260/940] lr: 4.000e-01, eta: 2 days, 15:12:33, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3385, top5_acc: 0.5932, loss_cls: 3.0371, loss: 3.0371, grad_norm: 1.1578 2022-02-08 16:34:15,453 - mmaction - INFO - Epoch [72][280/940] lr: 4.000e-01, eta: 2 days, 15:12:00, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5748, loss_cls: 3.0885, loss: 3.0885, grad_norm: 1.1449 2022-02-08 16:34:39,659 - mmaction - INFO - Epoch [72][300/940] lr: 4.000e-01, eta: 2 days, 15:11:29, time: 1.211, data_time: 0.055, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5811, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.1412 2022-02-08 16:35:03,313 - mmaction - INFO - Epoch [72][320/940] lr: 4.000e-01, eta: 2 days, 15:10:56, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5756, loss_cls: 3.1164, loss: 3.1164, grad_norm: 1.1348 2022-02-08 16:35:26,866 - mmaction - INFO - Epoch [72][340/940] lr: 4.000e-01, eta: 2 days, 15:10:23, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3389, top5_acc: 0.5869, loss_cls: 3.0658, loss: 3.0658, grad_norm: 1.1659 2022-02-08 16:35:50,302 - mmaction - INFO - Epoch [72][360/940] lr: 4.000e-01, eta: 2 days, 15:09:49, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5787, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.1560 2022-02-08 16:36:13,814 - mmaction - INFO - Epoch [72][380/940] lr: 4.000e-01, eta: 2 days, 15:09:16, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5691, loss_cls: 3.1610, loss: 3.1610, grad_norm: 1.1525 2022-02-08 16:36:37,251 - mmaction - INFO - Epoch [72][400/940] lr: 4.000e-01, eta: 2 days, 15:08:43, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5738, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.1565 2022-02-08 16:37:00,803 - mmaction - INFO - Epoch [72][420/940] lr: 4.000e-01, eta: 2 days, 15:08:10, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5758, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.1397 2022-02-08 16:37:24,226 - mmaction - INFO - Epoch [72][440/940] lr: 4.000e-01, eta: 2 days, 15:07:36, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5758, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.1341 2022-02-08 16:37:47,794 - mmaction - INFO - Epoch [72][460/940] lr: 4.000e-01, eta: 2 days, 15:07:03, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5725, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.1536 2022-02-08 16:38:11,307 - mmaction - INFO - Epoch [72][480/940] lr: 4.000e-01, eta: 2 days, 15:06:30, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5732, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.1324 2022-02-08 16:38:34,840 - mmaction - INFO - Epoch [72][500/940] lr: 4.000e-01, eta: 2 days, 15:05:57, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5824, loss_cls: 3.0785, loss: 3.0785, grad_norm: 1.1359 2022-02-08 16:38:58,359 - mmaction - INFO - Epoch [72][520/940] lr: 4.000e-01, eta: 2 days, 15:05:24, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3328, top5_acc: 0.5855, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.1450 2022-02-08 16:39:21,857 - mmaction - INFO - Epoch [72][540/940] lr: 4.000e-01, eta: 2 days, 15:04:51, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5631, loss_cls: 3.1329, loss: 3.1329, grad_norm: 1.1525 2022-02-08 16:39:45,354 - mmaction - INFO - Epoch [72][560/940] lr: 4.000e-01, eta: 2 days, 15:04:18, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5754, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.1498 2022-02-08 16:40:08,978 - mmaction - INFO - Epoch [72][580/940] lr: 4.000e-01, eta: 2 days, 15:03:45, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5834, loss_cls: 3.0527, loss: 3.0527, grad_norm: 1.1372 2022-02-08 16:40:32,575 - mmaction - INFO - Epoch [72][600/940] lr: 4.000e-01, eta: 2 days, 15:03:12, time: 1.180, data_time: 0.063, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5707, loss_cls: 3.1494, loss: 3.1494, grad_norm: 1.1369 2022-02-08 16:40:56,182 - mmaction - INFO - Epoch [72][620/940] lr: 4.000e-01, eta: 2 days, 15:02:39, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5916, loss_cls: 3.0626, loss: 3.0626, grad_norm: 1.1308 2022-02-08 16:41:19,846 - mmaction - INFO - Epoch [72][640/940] lr: 4.000e-01, eta: 2 days, 15:02:07, time: 1.183, data_time: 0.062, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5639, loss_cls: 3.1654, loss: 3.1654, grad_norm: 1.1523 2022-02-08 16:41:43,365 - mmaction - INFO - Epoch [72][660/940] lr: 4.000e-01, eta: 2 days, 15:01:33, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5672, loss_cls: 3.1364, loss: 3.1364, grad_norm: 1.1080 2022-02-08 16:42:06,837 - mmaction - INFO - Epoch [72][680/940] lr: 4.000e-01, eta: 2 days, 15:01:00, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5771, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.1518 2022-02-08 16:42:30,278 - mmaction - INFO - Epoch [72][700/940] lr: 4.000e-01, eta: 2 days, 15:00:27, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3367, top5_acc: 0.5883, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.1251 2022-02-08 16:42:53,833 - mmaction - INFO - Epoch [72][720/940] lr: 4.000e-01, eta: 2 days, 14:59:54, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5709, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.1479 2022-02-08 16:43:17,404 - mmaction - INFO - Epoch [72][740/940] lr: 4.000e-01, eta: 2 days, 14:59:21, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5701, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.1570 2022-02-08 16:43:40,882 - mmaction - INFO - Epoch [72][760/940] lr: 4.000e-01, eta: 2 days, 14:58:48, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5859, loss_cls: 3.0510, loss: 3.0510, grad_norm: 1.1359 2022-02-08 16:44:04,382 - mmaction - INFO - Epoch [72][780/940] lr: 4.000e-01, eta: 2 days, 14:58:15, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5740, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.1594 2022-02-08 16:44:27,776 - mmaction - INFO - Epoch [72][800/940] lr: 4.000e-01, eta: 2 days, 14:57:42, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5668, loss_cls: 3.1677, loss: 3.1677, grad_norm: 1.1510 2022-02-08 16:44:51,239 - mmaction - INFO - Epoch [72][820/940] lr: 4.000e-01, eta: 2 days, 14:57:08, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5660, loss_cls: 3.1428, loss: 3.1428, grad_norm: 1.1314 2022-02-08 16:45:14,781 - mmaction - INFO - Epoch [72][840/940] lr: 4.000e-01, eta: 2 days, 14:56:35, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5832, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.1470 2022-02-08 16:45:38,267 - mmaction - INFO - Epoch [72][860/940] lr: 4.000e-01, eta: 2 days, 14:56:02, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5809, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.1388 2022-02-08 16:46:01,963 - mmaction - INFO - Epoch [72][880/940] lr: 4.000e-01, eta: 2 days, 14:55:30, time: 1.185, data_time: 0.055, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5791, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.1645 2022-02-08 16:46:25,553 - mmaction - INFO - Epoch [72][900/940] lr: 4.000e-01, eta: 2 days, 14:54:57, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5785, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.1410 2022-02-08 16:46:49,079 - mmaction - INFO - Epoch [72][920/940] lr: 4.000e-01, eta: 2 days, 14:54:24, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3408, top5_acc: 0.5859, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.1258 2022-02-08 16:47:11,377 - mmaction - INFO - Epoch [72][940/940] lr: 4.000e-01, eta: 2 days, 14:53:48, time: 1.116, data_time: 0.065, memory: 9497, top1_acc: 0.3226, top5_acc: 0.5680, loss_cls: 3.1573, loss: 3.1573, grad_norm: 1.1659 2022-02-08 16:49:48,394 - mmaction - INFO - Epoch [73][20/940] lr: 4.000e-01, eta: 2 days, 14:58:47, time: 7.678, data_time: 6.037, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5797, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.1453 2022-02-08 16:50:11,364 - mmaction - INFO - Epoch [73][40/940] lr: 4.000e-01, eta: 2 days, 14:58:13, time: 1.149, data_time: 0.040, memory: 9497, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 3.0568, loss: 3.0568, grad_norm: 1.1470 2022-02-08 16:50:34,407 - mmaction - INFO - Epoch [73][60/940] lr: 4.000e-01, eta: 2 days, 14:57:38, time: 1.151, data_time: 0.039, memory: 9497, top1_acc: 0.3447, top5_acc: 0.6025, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.1688 2022-02-08 16:50:57,600 - mmaction - INFO - Epoch [73][80/940] lr: 4.000e-01, eta: 2 days, 14:57:04, time: 1.160, data_time: 0.042, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5760, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.1674 2022-02-08 16:51:20,871 - mmaction - INFO - Epoch [73][100/940] lr: 4.000e-01, eta: 2 days, 14:56:31, time: 1.163, data_time: 0.043, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5750, loss_cls: 3.1213, loss: 3.1213, grad_norm: 1.1379 2022-02-08 16:51:44,194 - mmaction - INFO - Epoch [73][120/940] lr: 4.000e-01, eta: 2 days, 14:55:57, time: 1.166, data_time: 0.041, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5783, loss_cls: 3.0874, loss: 3.0874, grad_norm: 1.1548 2022-02-08 16:52:07,484 - mmaction - INFO - Epoch [73][140/940] lr: 4.000e-01, eta: 2 days, 14:55:23, time: 1.164, data_time: 0.043, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5754, loss_cls: 3.1046, loss: 3.1046, grad_norm: 1.1540 2022-02-08 16:52:30,796 - mmaction - INFO - Epoch [73][160/940] lr: 4.000e-01, eta: 2 days, 14:54:50, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.3354, top5_acc: 0.5771, loss_cls: 3.0788, loss: 3.0788, grad_norm: 1.1443 2022-02-08 16:52:53,930 - mmaction - INFO - Epoch [73][180/940] lr: 4.000e-01, eta: 2 days, 14:54:16, time: 1.157, data_time: 0.046, memory: 9497, top1_acc: 0.3355, top5_acc: 0.5818, loss_cls: 3.0792, loss: 3.0792, grad_norm: 1.1355 2022-02-08 16:53:17,306 - mmaction - INFO - Epoch [73][200/940] lr: 4.000e-01, eta: 2 days, 14:53:42, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5795, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.1429 2022-02-08 16:53:40,765 - mmaction - INFO - Epoch [73][220/940] lr: 4.000e-01, eta: 2 days, 14:53:09, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.3355, top5_acc: 0.5873, loss_cls: 3.0614, loss: 3.0614, grad_norm: 1.1386 2022-02-08 16:54:04,175 - mmaction - INFO - Epoch [73][240/940] lr: 4.000e-01, eta: 2 days, 14:52:36, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5750, loss_cls: 3.0907, loss: 3.0907, grad_norm: 1.1517 2022-02-08 16:54:27,664 - mmaction - INFO - Epoch [73][260/940] lr: 4.000e-01, eta: 2 days, 14:52:03, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5709, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.1535 2022-02-08 16:54:51,132 - mmaction - INFO - Epoch [73][280/940] lr: 4.000e-01, eta: 2 days, 14:51:29, time: 1.173, data_time: 0.047, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5752, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.1072 2022-02-08 16:55:14,489 - mmaction - INFO - Epoch [73][300/940] lr: 4.000e-01, eta: 2 days, 14:50:56, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5844, loss_cls: 3.0646, loss: 3.0646, grad_norm: 1.1690 2022-02-08 16:55:37,945 - mmaction - INFO - Epoch [73][320/940] lr: 4.000e-01, eta: 2 days, 14:50:23, time: 1.172, data_time: 0.046, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5740, loss_cls: 3.1046, loss: 3.1046, grad_norm: 1.1727 2022-02-08 16:56:01,447 - mmaction - INFO - Epoch [73][340/940] lr: 4.000e-01, eta: 2 days, 14:49:50, time: 1.175, data_time: 0.044, memory: 9497, top1_acc: 0.3395, top5_acc: 0.5893, loss_cls: 3.0377, loss: 3.0377, grad_norm: 1.1244 2022-02-08 16:56:24,925 - mmaction - INFO - Epoch [73][360/940] lr: 4.000e-01, eta: 2 days, 14:49:16, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5795, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.1662 2022-02-08 16:56:48,439 - mmaction - INFO - Epoch [73][380/940] lr: 4.000e-01, eta: 2 days, 14:48:43, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5873, loss_cls: 3.0960, loss: 3.0960, grad_norm: 1.1496 2022-02-08 16:57:11,912 - mmaction - INFO - Epoch [73][400/940] lr: 4.000e-01, eta: 2 days, 14:48:10, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.3162, top5_acc: 0.5709, loss_cls: 3.1500, loss: 3.1500, grad_norm: 1.1619 2022-02-08 16:57:35,338 - mmaction - INFO - Epoch [73][420/940] lr: 4.000e-01, eta: 2 days, 14:47:37, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3365, top5_acc: 0.5879, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.1528 2022-02-08 16:57:58,793 - mmaction - INFO - Epoch [73][440/940] lr: 4.000e-01, eta: 2 days, 14:47:04, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5682, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.1413 2022-02-08 16:58:22,320 - mmaction - INFO - Epoch [73][460/940] lr: 4.000e-01, eta: 2 days, 14:46:31, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5709, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.1553 2022-02-08 16:58:45,824 - mmaction - INFO - Epoch [73][480/940] lr: 4.000e-01, eta: 2 days, 14:45:58, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5746, loss_cls: 3.1234, loss: 3.1234, grad_norm: 1.1264 2022-02-08 16:59:09,341 - mmaction - INFO - Epoch [73][500/940] lr: 4.000e-01, eta: 2 days, 14:45:25, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5734, loss_cls: 3.1341, loss: 3.1341, grad_norm: 1.1517 2022-02-08 16:59:32,812 - mmaction - INFO - Epoch [73][520/940] lr: 4.000e-01, eta: 2 days, 14:44:52, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5689, loss_cls: 3.1465, loss: 3.1465, grad_norm: 1.1299 2022-02-08 16:59:56,324 - mmaction - INFO - Epoch [73][540/940] lr: 4.000e-01, eta: 2 days, 14:44:19, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5768, loss_cls: 3.1057, loss: 3.1057, grad_norm: 1.1383 2022-02-08 17:00:19,842 - mmaction - INFO - Epoch [73][560/940] lr: 4.000e-01, eta: 2 days, 14:43:46, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5920, loss_cls: 3.0292, loss: 3.0292, grad_norm: 1.1493 2022-02-08 17:00:43,346 - mmaction - INFO - Epoch [73][580/940] lr: 4.000e-01, eta: 2 days, 14:43:13, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.1677 2022-02-08 17:01:06,913 - mmaction - INFO - Epoch [73][600/940] lr: 4.000e-01, eta: 2 days, 14:42:40, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5844, loss_cls: 3.0867, loss: 3.0867, grad_norm: 1.1303 2022-02-08 17:01:30,452 - mmaction - INFO - Epoch [73][620/940] lr: 4.000e-01, eta: 2 days, 14:42:07, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5746, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.1317 2022-02-08 17:01:53,911 - mmaction - INFO - Epoch [73][640/940] lr: 4.000e-01, eta: 2 days, 14:41:34, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5818, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.1334 2022-02-08 17:02:17,405 - mmaction - INFO - Epoch [73][660/940] lr: 4.000e-01, eta: 2 days, 14:41:01, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5734, loss_cls: 3.1325, loss: 3.1325, grad_norm: 1.1567 2022-02-08 17:02:40,890 - mmaction - INFO - Epoch [73][680/940] lr: 4.000e-01, eta: 2 days, 14:40:28, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5814, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.1206 2022-02-08 17:03:04,347 - mmaction - INFO - Epoch [73][700/940] lr: 4.000e-01, eta: 2 days, 14:39:55, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5730, loss_cls: 3.1070, loss: 3.1070, grad_norm: 1.1320 2022-02-08 17:03:27,777 - mmaction - INFO - Epoch [73][720/940] lr: 4.000e-01, eta: 2 days, 14:39:22, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5738, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.1387 2022-02-08 17:03:51,289 - mmaction - INFO - Epoch [73][740/940] lr: 4.000e-01, eta: 2 days, 14:38:49, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5771, loss_cls: 3.1118, loss: 3.1118, grad_norm: 1.1587 2022-02-08 17:04:14,808 - mmaction - INFO - Epoch [73][760/940] lr: 4.000e-01, eta: 2 days, 14:38:16, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5775, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.1593 2022-02-08 17:04:38,273 - mmaction - INFO - Epoch [73][780/940] lr: 4.000e-01, eta: 2 days, 14:37:43, time: 1.173, data_time: 0.047, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5859, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.1410 2022-02-08 17:05:01,871 - mmaction - INFO - Epoch [73][800/940] lr: 4.000e-01, eta: 2 days, 14:37:10, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5832, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.1478 2022-02-08 17:05:25,425 - mmaction - INFO - Epoch [73][820/940] lr: 4.000e-01, eta: 2 days, 14:36:37, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5746, loss_cls: 3.1159, loss: 3.1159, grad_norm: 1.1394 2022-02-08 17:05:48,879 - mmaction - INFO - Epoch [73][840/940] lr: 4.000e-01, eta: 2 days, 14:36:04, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3287, top5_acc: 0.5734, loss_cls: 3.1171, loss: 3.1171, grad_norm: 1.1588 2022-02-08 17:06:12,358 - mmaction - INFO - Epoch [73][860/940] lr: 4.000e-01, eta: 2 days, 14:35:31, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3033, top5_acc: 0.5738, loss_cls: 3.1524, loss: 3.1524, grad_norm: 1.1570 2022-02-08 17:06:35,855 - mmaction - INFO - Epoch [73][880/940] lr: 4.000e-01, eta: 2 days, 14:34:58, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5695, loss_cls: 3.1521, loss: 3.1521, grad_norm: 1.1256 2022-02-08 17:06:59,491 - mmaction - INFO - Epoch [73][900/940] lr: 4.000e-01, eta: 2 days, 14:34:26, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5799, loss_cls: 3.1136, loss: 3.1136, grad_norm: 1.1313 2022-02-08 17:07:22,912 - mmaction - INFO - Epoch [73][920/940] lr: 4.000e-01, eta: 2 days, 14:33:53, time: 1.171, data_time: 0.063, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5816, loss_cls: 3.0765, loss: 3.0765, grad_norm: 1.1275 2022-02-08 17:07:45,174 - mmaction - INFO - Epoch [73][940/940] lr: 4.000e-01, eta: 2 days, 14:33:17, time: 1.113, data_time: 0.058, memory: 9497, top1_acc: 0.3210, top5_acc: 0.5726, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.1459 2022-02-08 17:11:13,793 - mmaction - INFO - Epoch [74][20/940] lr: 4.000e-01, eta: 2 days, 14:40:14, time: 10.153, data_time: 7.148, memory: 9497, top1_acc: 0.3287, top5_acc: 0.5805, loss_cls: 3.0962, loss: 3.0962, grad_norm: 1.1406 2022-02-08 17:11:36,849 - mmaction - INFO - Epoch [74][40/940] lr: 4.000e-01, eta: 2 days, 14:39:40, time: 1.155, data_time: 0.050, memory: 9497, top1_acc: 0.3102, top5_acc: 0.5637, loss_cls: 3.1330, loss: 3.1330, grad_norm: 1.1508 2022-02-08 17:12:00,011 - mmaction - INFO - Epoch [74][60/940] lr: 4.000e-01, eta: 2 days, 14:39:06, time: 1.158, data_time: 0.042, memory: 9497, top1_acc: 0.3371, top5_acc: 0.5990, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.1520 2022-02-08 17:12:23,388 - mmaction - INFO - Epoch [74][80/940] lr: 4.000e-01, eta: 2 days, 14:38:32, time: 1.169, data_time: 0.044, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5865, loss_cls: 3.0787, loss: 3.0787, grad_norm: 1.1605 2022-02-08 17:12:46,784 - mmaction - INFO - Epoch [74][100/940] lr: 4.000e-01, eta: 2 days, 14:37:59, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5805, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.1405 2022-02-08 17:13:10,220 - mmaction - INFO - Epoch [74][120/940] lr: 4.000e-01, eta: 2 days, 14:37:26, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5752, loss_cls: 3.0957, loss: 3.0957, grad_norm: 1.1393 2022-02-08 17:13:33,734 - mmaction - INFO - Epoch [74][140/940] lr: 4.000e-01, eta: 2 days, 14:36:53, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.3416, top5_acc: 0.5869, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.1192 2022-02-08 17:13:57,570 - mmaction - INFO - Epoch [74][160/940] lr: 4.000e-01, eta: 2 days, 14:36:21, time: 1.191, data_time: 0.047, memory: 9497, top1_acc: 0.3352, top5_acc: 0.5906, loss_cls: 3.0612, loss: 3.0612, grad_norm: 1.1657 2022-02-08 17:14:20,930 - mmaction - INFO - Epoch [74][180/940] lr: 4.000e-01, eta: 2 days, 14:35:47, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.3355, top5_acc: 0.5867, loss_cls: 3.0364, loss: 3.0364, grad_norm: 1.1609 2022-02-08 17:14:44,447 - mmaction - INFO - Epoch [74][200/940] lr: 4.000e-01, eta: 2 days, 14:35:14, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5783, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.1574 2022-02-08 17:15:07,893 - mmaction - INFO - Epoch [74][220/940] lr: 4.000e-01, eta: 2 days, 14:34:41, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.3299, top5_acc: 0.5684, loss_cls: 3.1175, loss: 3.1175, grad_norm: 1.1417 2022-02-08 17:15:31,390 - mmaction - INFO - Epoch [74][240/940] lr: 4.000e-01, eta: 2 days, 14:34:08, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5779, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.1418 2022-02-08 17:15:54,950 - mmaction - INFO - Epoch [74][260/940] lr: 4.000e-01, eta: 2 days, 14:33:35, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5791, loss_cls: 3.0965, loss: 3.0965, grad_norm: 1.1437 2022-02-08 17:16:18,470 - mmaction - INFO - Epoch [74][280/940] lr: 4.000e-01, eta: 2 days, 14:33:02, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3441, top5_acc: 0.5910, loss_cls: 3.0413, loss: 3.0413, grad_norm: 1.1277 2022-02-08 17:16:41,812 - mmaction - INFO - Epoch [74][300/940] lr: 4.000e-01, eta: 2 days, 14:32:29, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5859, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.1324 2022-02-08 17:17:05,240 - mmaction - INFO - Epoch [74][320/940] lr: 4.000e-01, eta: 2 days, 14:31:56, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5754, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.1381 2022-02-08 17:17:28,758 - mmaction - INFO - Epoch [74][340/940] lr: 4.000e-01, eta: 2 days, 14:31:23, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5768, loss_cls: 3.0869, loss: 3.0869, grad_norm: 1.1417 2022-02-08 17:17:52,233 - mmaction - INFO - Epoch [74][360/940] lr: 4.000e-01, eta: 2 days, 14:30:50, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5779, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.1361 2022-02-08 17:18:15,716 - mmaction - INFO - Epoch [74][380/940] lr: 4.000e-01, eta: 2 days, 14:30:16, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5818, loss_cls: 3.0891, loss: 3.0891, grad_norm: 1.1577 2022-02-08 17:18:39,170 - mmaction - INFO - Epoch [74][400/940] lr: 4.000e-01, eta: 2 days, 14:29:43, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5727, loss_cls: 3.1011, loss: 3.1011, grad_norm: 1.1388 2022-02-08 17:19:02,719 - mmaction - INFO - Epoch [74][420/940] lr: 4.000e-01, eta: 2 days, 14:29:11, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5852, loss_cls: 3.0962, loss: 3.0962, grad_norm: 1.1576 2022-02-08 17:19:26,128 - mmaction - INFO - Epoch [74][440/940] lr: 4.000e-01, eta: 2 days, 14:28:37, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5859, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.1657 2022-02-08 17:19:49,329 - mmaction - INFO - Epoch [74][460/940] lr: 4.000e-01, eta: 2 days, 14:28:04, time: 1.160, data_time: 0.057, memory: 9497, top1_acc: 0.3344, top5_acc: 0.5855, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.1568 2022-02-08 17:20:12,710 - mmaction - INFO - Epoch [74][480/940] lr: 4.000e-01, eta: 2 days, 14:27:30, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5742, loss_cls: 3.1323, loss: 3.1323, grad_norm: 1.1779 2022-02-08 17:20:36,236 - mmaction - INFO - Epoch [74][500/940] lr: 4.000e-01, eta: 2 days, 14:26:57, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5705, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.1384 2022-02-08 17:20:59,655 - mmaction - INFO - Epoch [74][520/940] lr: 4.000e-01, eta: 2 days, 14:26:24, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5775, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.1413 2022-02-08 17:21:23,126 - mmaction - INFO - Epoch [74][540/940] lr: 4.000e-01, eta: 2 days, 14:25:51, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5746, loss_cls: 3.1116, loss: 3.1116, grad_norm: 1.1580 2022-02-08 17:21:46,782 - mmaction - INFO - Epoch [74][560/940] lr: 4.000e-01, eta: 2 days, 14:25:19, time: 1.184, data_time: 0.065, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5869, loss_cls: 3.0834, loss: 3.0834, grad_norm: 1.1512 2022-02-08 17:22:10,334 - mmaction - INFO - Epoch [74][580/940] lr: 4.000e-01, eta: 2 days, 14:24:46, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5678, loss_cls: 3.1413, loss: 3.1413, grad_norm: 1.1525 2022-02-08 17:22:33,830 - mmaction - INFO - Epoch [74][600/940] lr: 4.000e-01, eta: 2 days, 14:24:13, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3400, top5_acc: 0.5830, loss_cls: 3.0866, loss: 3.0866, grad_norm: 1.1079 2022-02-08 17:22:57,443 - mmaction - INFO - Epoch [74][620/940] lr: 4.000e-01, eta: 2 days, 14:23:40, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5746, loss_cls: 3.1051, loss: 3.1051, grad_norm: 1.1538 2022-02-08 17:23:20,895 - mmaction - INFO - Epoch [74][640/940] lr: 4.000e-01, eta: 2 days, 14:23:07, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5822, loss_cls: 3.1057, loss: 3.1057, grad_norm: 1.1516 2022-02-08 17:23:44,203 - mmaction - INFO - Epoch [74][660/940] lr: 4.000e-01, eta: 2 days, 14:22:34, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5777, loss_cls: 3.1162, loss: 3.1162, grad_norm: 1.1534 2022-02-08 17:24:07,641 - mmaction - INFO - Epoch [74][680/940] lr: 4.000e-01, eta: 2 days, 14:22:01, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5693, loss_cls: 3.1244, loss: 3.1244, grad_norm: 1.1649 2022-02-08 17:24:31,157 - mmaction - INFO - Epoch [74][700/940] lr: 4.000e-01, eta: 2 days, 14:21:28, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5807, loss_cls: 3.0727, loss: 3.0727, grad_norm: 1.1311 2022-02-08 17:24:54,711 - mmaction - INFO - Epoch [74][720/940] lr: 4.000e-01, eta: 2 days, 14:20:55, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5766, loss_cls: 3.1266, loss: 3.1266, grad_norm: 1.1664 2022-02-08 17:25:18,122 - mmaction - INFO - Epoch [74][740/940] lr: 4.000e-01, eta: 2 days, 14:20:22, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5799, loss_cls: 3.0898, loss: 3.0898, grad_norm: 1.1237 2022-02-08 17:25:41,874 - mmaction - INFO - Epoch [74][760/940] lr: 4.000e-01, eta: 2 days, 14:19:50, time: 1.188, data_time: 0.057, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5799, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.1452 2022-02-08 17:26:05,550 - mmaction - INFO - Epoch [74][780/940] lr: 4.000e-01, eta: 2 days, 14:19:17, time: 1.184, data_time: 0.056, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5797, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.1474 2022-02-08 17:26:29,204 - mmaction - INFO - Epoch [74][800/940] lr: 4.000e-01, eta: 2 days, 14:18:45, time: 1.183, data_time: 0.061, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5727, loss_cls: 3.1422, loss: 3.1422, grad_norm: 1.1340 2022-02-08 17:26:52,643 - mmaction - INFO - Epoch [74][820/940] lr: 4.000e-01, eta: 2 days, 14:18:12, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5744, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.1485 2022-02-08 17:27:16,131 - mmaction - INFO - Epoch [74][840/940] lr: 4.000e-01, eta: 2 days, 14:17:39, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5814, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.1410 2022-02-08 17:27:39,654 - mmaction - INFO - Epoch [74][860/940] lr: 4.000e-01, eta: 2 days, 14:17:06, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3348, top5_acc: 0.5824, loss_cls: 3.0735, loss: 3.0735, grad_norm: 1.1445 2022-02-08 17:28:03,217 - mmaction - INFO - Epoch [74][880/940] lr: 4.000e-01, eta: 2 days, 14:16:34, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5787, loss_cls: 3.0998, loss: 3.0998, grad_norm: 1.1603 2022-02-08 17:28:26,790 - mmaction - INFO - Epoch [74][900/940] lr: 4.000e-01, eta: 2 days, 14:16:01, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5705, loss_cls: 3.1656, loss: 3.1656, grad_norm: 1.1215 2022-02-08 17:28:50,284 - mmaction - INFO - Epoch [74][920/940] lr: 4.000e-01, eta: 2 days, 14:15:28, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5701, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.1390 2022-02-08 17:29:12,701 - mmaction - INFO - Epoch [74][940/940] lr: 4.000e-01, eta: 2 days, 14:14:53, time: 1.121, data_time: 0.060, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5777, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.1286 2022-02-08 17:33:21,443 - mmaction - INFO - Epoch [75][20/940] lr: 4.000e-01, eta: 2 days, 14:23:00, time: 11.751, data_time: 9.651, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5859, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.1722 2022-02-08 17:33:44,299 - mmaction - INFO - Epoch [75][40/940] lr: 4.000e-01, eta: 2 days, 14:22:25, time: 1.143, data_time: 0.048, memory: 9497, top1_acc: 0.3328, top5_acc: 0.5902, loss_cls: 3.0361, loss: 3.0361, grad_norm: 1.1327 2022-02-08 17:34:08,313 - mmaction - INFO - Epoch [75][60/940] lr: 4.000e-01, eta: 2 days, 14:21:53, time: 1.201, data_time: 0.094, memory: 9497, top1_acc: 0.3328, top5_acc: 0.5867, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.1510 2022-02-08 17:34:31,522 - mmaction - INFO - Epoch [75][80/940] lr: 4.000e-01, eta: 2 days, 14:21:20, time: 1.160, data_time: 0.043, memory: 9497, top1_acc: 0.3447, top5_acc: 0.5887, loss_cls: 3.0247, loss: 3.0247, grad_norm: 1.1390 2022-02-08 17:34:54,774 - mmaction - INFO - Epoch [75][100/940] lr: 4.000e-01, eta: 2 days, 14:20:46, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5848, loss_cls: 3.0539, loss: 3.0539, grad_norm: 1.1473 2022-02-08 17:35:18,040 - mmaction - INFO - Epoch [75][120/940] lr: 4.000e-01, eta: 2 days, 14:20:12, time: 1.163, data_time: 0.043, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5791, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.1377 2022-02-08 17:35:41,278 - mmaction - INFO - Epoch [75][140/940] lr: 4.000e-01, eta: 2 days, 14:19:39, time: 1.163, data_time: 0.049, memory: 9497, top1_acc: 0.3432, top5_acc: 0.5938, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.1467 2022-02-08 17:36:04,597 - mmaction - INFO - Epoch [75][160/940] lr: 4.000e-01, eta: 2 days, 14:19:05, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5918, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.1591 2022-02-08 17:36:27,987 - mmaction - INFO - Epoch [75][180/940] lr: 4.000e-01, eta: 2 days, 14:18:32, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.3287, top5_acc: 0.5871, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.1502 2022-02-08 17:36:51,174 - mmaction - INFO - Epoch [75][200/940] lr: 4.000e-01, eta: 2 days, 14:17:58, time: 1.159, data_time: 0.045, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5838, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.1473 2022-02-08 17:37:14,533 - mmaction - INFO - Epoch [75][220/940] lr: 4.000e-01, eta: 2 days, 14:17:25, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.3131, top5_acc: 0.5705, loss_cls: 3.1431, loss: 3.1431, grad_norm: 1.1462 2022-02-08 17:37:37,932 - mmaction - INFO - Epoch [75][240/940] lr: 4.000e-01, eta: 2 days, 14:16:52, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5789, loss_cls: 3.0783, loss: 3.0783, grad_norm: 1.1540 2022-02-08 17:38:01,289 - mmaction - INFO - Epoch [75][260/940] lr: 4.000e-01, eta: 2 days, 14:16:18, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5926, loss_cls: 3.0340, loss: 3.0340, grad_norm: 1.1407 2022-02-08 17:38:24,697 - mmaction - INFO - Epoch [75][280/940] lr: 4.000e-01, eta: 2 days, 14:15:45, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5727, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.1405 2022-02-08 17:38:48,234 - mmaction - INFO - Epoch [75][300/940] lr: 4.000e-01, eta: 2 days, 14:15:12, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5687, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.1607 2022-02-08 17:39:11,737 - mmaction - INFO - Epoch [75][320/940] lr: 4.000e-01, eta: 2 days, 14:14:39, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5881, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.1486 2022-02-08 17:39:35,083 - mmaction - INFO - Epoch [75][340/940] lr: 4.000e-01, eta: 2 days, 14:14:06, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5611, loss_cls: 3.1762, loss: 3.1762, grad_norm: 1.1329 2022-02-08 17:39:58,561 - mmaction - INFO - Epoch [75][360/940] lr: 4.000e-01, eta: 2 days, 14:13:33, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5803, loss_cls: 3.1093, loss: 3.1093, grad_norm: 1.1321 2022-02-08 17:40:22,173 - mmaction - INFO - Epoch [75][380/940] lr: 4.000e-01, eta: 2 days, 14:13:00, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5717, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.1371 2022-02-08 17:40:45,669 - mmaction - INFO - Epoch [75][400/940] lr: 4.000e-01, eta: 2 days, 14:12:27, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3236, top5_acc: 0.5795, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.1379 2022-02-08 17:41:09,152 - mmaction - INFO - Epoch [75][420/940] lr: 4.000e-01, eta: 2 days, 14:11:55, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5672, loss_cls: 3.1250, loss: 3.1250, grad_norm: 1.1434 2022-02-08 17:41:32,550 - mmaction - INFO - Epoch [75][440/940] lr: 4.000e-01, eta: 2 days, 14:11:21, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3141, top5_acc: 0.5734, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.1452 2022-02-08 17:41:55,975 - mmaction - INFO - Epoch [75][460/940] lr: 4.000e-01, eta: 2 days, 14:10:48, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.3236, top5_acc: 0.5756, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.1519 2022-02-08 17:42:19,409 - mmaction - INFO - Epoch [75][480/940] lr: 4.000e-01, eta: 2 days, 14:10:15, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5832, loss_cls: 3.1025, loss: 3.1025, grad_norm: 1.1629 2022-02-08 17:42:42,914 - mmaction - INFO - Epoch [75][500/940] lr: 4.000e-01, eta: 2 days, 14:09:42, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5678, loss_cls: 3.1510, loss: 3.1510, grad_norm: 1.1387 2022-02-08 17:43:06,370 - mmaction - INFO - Epoch [75][520/940] lr: 4.000e-01, eta: 2 days, 14:09:09, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3412, top5_acc: 0.5871, loss_cls: 3.0702, loss: 3.0702, grad_norm: 1.1447 2022-02-08 17:43:29,856 - mmaction - INFO - Epoch [75][540/940] lr: 4.000e-01, eta: 2 days, 14:08:36, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3369, top5_acc: 0.5797, loss_cls: 3.0863, loss: 3.0863, grad_norm: 1.1589 2022-02-08 17:43:53,239 - mmaction - INFO - Epoch [75][560/940] lr: 4.000e-01, eta: 2 days, 14:08:03, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5801, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.1548 2022-02-08 17:44:16,723 - mmaction - INFO - Epoch [75][580/940] lr: 4.000e-01, eta: 2 days, 14:07:30, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5760, loss_cls: 3.1052, loss: 3.1052, grad_norm: 1.1520 2022-02-08 17:44:40,266 - mmaction - INFO - Epoch [75][600/940] lr: 4.000e-01, eta: 2 days, 14:06:57, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5793, loss_cls: 3.0800, loss: 3.0800, grad_norm: 1.1535 2022-02-08 17:45:03,697 - mmaction - INFO - Epoch [75][620/940] lr: 4.000e-01, eta: 2 days, 14:06:24, time: 1.171, data_time: 0.046, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5695, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.1657 2022-02-08 17:45:27,083 - mmaction - INFO - Epoch [75][640/940] lr: 4.000e-01, eta: 2 days, 14:05:51, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5748, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.1299 2022-02-08 17:45:50,485 - mmaction - INFO - Epoch [75][660/940] lr: 4.000e-01, eta: 2 days, 14:05:18, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5857, loss_cls: 3.0756, loss: 3.0756, grad_norm: 1.1564 2022-02-08 17:46:13,885 - mmaction - INFO - Epoch [75][680/940] lr: 4.000e-01, eta: 2 days, 14:04:45, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5842, loss_cls: 3.0783, loss: 3.0783, grad_norm: 1.1506 2022-02-08 17:46:37,439 - mmaction - INFO - Epoch [75][700/940] lr: 4.000e-01, eta: 2 days, 14:04:12, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5877, loss_cls: 3.0745, loss: 3.0745, grad_norm: 1.1341 2022-02-08 17:47:00,955 - mmaction - INFO - Epoch [75][720/940] lr: 4.000e-01, eta: 2 days, 14:03:40, time: 1.176, data_time: 0.048, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5703, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.1819 2022-02-08 17:47:24,453 - mmaction - INFO - Epoch [75][740/940] lr: 4.000e-01, eta: 2 days, 14:03:07, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5727, loss_cls: 3.1104, loss: 3.1104, grad_norm: 1.1149 2022-02-08 17:47:47,990 - mmaction - INFO - Epoch [75][760/940] lr: 4.000e-01, eta: 2 days, 14:02:34, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5854, loss_cls: 3.0288, loss: 3.0288, grad_norm: 1.1514 2022-02-08 17:48:11,505 - mmaction - INFO - Epoch [75][780/940] lr: 4.000e-01, eta: 2 days, 14:02:01, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5736, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.1478 2022-02-08 17:48:35,011 - mmaction - INFO - Epoch [75][800/940] lr: 4.000e-01, eta: 2 days, 14:01:28, time: 1.175, data_time: 0.046, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5787, loss_cls: 3.1184, loss: 3.1184, grad_norm: 1.1388 2022-02-08 17:48:58,542 - mmaction - INFO - Epoch [75][820/940] lr: 4.000e-01, eta: 2 days, 14:00:56, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5596, loss_cls: 3.1645, loss: 3.1645, grad_norm: 1.1427 2022-02-08 17:49:21,987 - mmaction - INFO - Epoch [75][840/940] lr: 4.000e-01, eta: 2 days, 14:00:23, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3385, top5_acc: 0.5885, loss_cls: 3.0488, loss: 3.0488, grad_norm: 1.1485 2022-02-08 17:49:45,460 - mmaction - INFO - Epoch [75][860/940] lr: 4.000e-01, eta: 2 days, 13:59:50, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5816, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.1416 2022-02-08 17:50:09,249 - mmaction - INFO - Epoch [75][880/940] lr: 4.000e-01, eta: 2 days, 13:59:18, time: 1.189, data_time: 0.058, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5791, loss_cls: 3.1279, loss: 3.1279, grad_norm: 1.1530 2022-02-08 17:50:32,786 - mmaction - INFO - Epoch [75][900/940] lr: 4.000e-01, eta: 2 days, 13:58:45, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5715, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.1440 2022-02-08 17:50:56,267 - mmaction - INFO - Epoch [75][920/940] lr: 4.000e-01, eta: 2 days, 13:58:12, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5732, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.1332 2022-02-08 17:51:18,551 - mmaction - INFO - Epoch [75][940/940] lr: 4.000e-01, eta: 2 days, 13:57:36, time: 1.114, data_time: 0.055, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5938, loss_cls: 3.0715, loss: 3.0715, grad_norm: 1.1407 2022-02-08 17:51:22,975 - mmaction - INFO - Saving checkpoint at 75 epochs 2022-02-08 17:54:45,979 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 17:54:47,220 - mmaction - INFO - top1_acc 0.3290 top5_acc 0.5964 2022-02-08 17:54:47,221 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 17:54:47,400 - mmaction - INFO - mean_acc 0.3291 2022-02-08 17:54:47,410 - mmaction - INFO - Epoch(val) [75][78] top1_acc: 0.3290, top5_acc: 0.5964, mean_class_accuracy: 0.3291 2022-02-08 17:57:20,711 - mmaction - INFO - Epoch [76][20/940] lr: 4.000e-01, eta: 2 days, 14:02:16, time: 7.659, data_time: 6.220, memory: 9497, top1_acc: 0.3352, top5_acc: 0.5869, loss_cls: 3.0366, loss: 3.0366, grad_norm: 1.1749 2022-02-08 17:57:43,669 - mmaction - INFO - Epoch [76][40/940] lr: 4.000e-01, eta: 2 days, 14:01:42, time: 1.152, data_time: 0.052, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5795, loss_cls: 3.1260, loss: 3.1260, grad_norm: 1.1306 2022-02-08 17:58:06,804 - mmaction - INFO - Epoch [76][60/940] lr: 4.000e-01, eta: 2 days, 14:01:09, time: 1.156, data_time: 0.042, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5775, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.1284 2022-02-08 17:58:30,892 - mmaction - INFO - Epoch [76][80/940] lr: 4.000e-01, eta: 2 days, 14:00:37, time: 1.204, data_time: 0.043, memory: 9497, top1_acc: 0.3385, top5_acc: 0.5850, loss_cls: 3.0560, loss: 3.0560, grad_norm: 1.1327 2022-02-08 17:58:54,265 - mmaction - INFO - Epoch [76][100/940] lr: 4.000e-01, eta: 2 days, 14:00:04, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5830, loss_cls: 3.0706, loss: 3.0706, grad_norm: 1.1445 2022-02-08 17:59:17,568 - mmaction - INFO - Epoch [76][120/940] lr: 4.000e-01, eta: 2 days, 13:59:31, time: 1.165, data_time: 0.043, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5820, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.1497 2022-02-08 17:59:40,851 - mmaction - INFO - Epoch [76][140/940] lr: 4.000e-01, eta: 2 days, 13:58:57, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.3287, top5_acc: 0.5951, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.1421 2022-02-08 18:00:04,172 - mmaction - INFO - Epoch [76][160/940] lr: 4.000e-01, eta: 2 days, 13:58:24, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5723, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.1739 2022-02-08 18:00:27,531 - mmaction - INFO - Epoch [76][180/940] lr: 4.000e-01, eta: 2 days, 13:57:51, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5807, loss_cls: 3.0867, loss: 3.0867, grad_norm: 1.1417 2022-02-08 18:00:50,917 - mmaction - INFO - Epoch [76][200/940] lr: 4.000e-01, eta: 2 days, 13:57:18, time: 1.170, data_time: 0.045, memory: 9497, top1_acc: 0.3318, top5_acc: 0.5850, loss_cls: 3.0699, loss: 3.0699, grad_norm: 1.1441 2022-02-08 18:01:14,321 - mmaction - INFO - Epoch [76][220/940] lr: 4.000e-01, eta: 2 days, 13:56:44, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5838, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.1550 2022-02-08 18:01:37,705 - mmaction - INFO - Epoch [76][240/940] lr: 4.000e-01, eta: 2 days, 13:56:11, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5732, loss_cls: 3.1161, loss: 3.1161, grad_norm: 1.1467 2022-02-08 18:02:01,158 - mmaction - INFO - Epoch [76][260/940] lr: 4.000e-01, eta: 2 days, 13:55:38, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5611, loss_cls: 3.1375, loss: 3.1375, grad_norm: 1.1431 2022-02-08 18:02:24,627 - mmaction - INFO - Epoch [76][280/940] lr: 4.000e-01, eta: 2 days, 13:55:05, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5807, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.1410 2022-02-08 18:02:48,129 - mmaction - INFO - Epoch [76][300/940] lr: 4.000e-01, eta: 2 days, 13:54:33, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3430, top5_acc: 0.5920, loss_cls: 3.0225, loss: 3.0225, grad_norm: 1.1333 2022-02-08 18:03:11,508 - mmaction - INFO - Epoch [76][320/940] lr: 4.000e-01, eta: 2 days, 13:54:00, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5904, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.1581 2022-02-08 18:03:34,997 - mmaction - INFO - Epoch [76][340/940] lr: 4.000e-01, eta: 2 days, 13:53:27, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5828, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.1263 2022-02-08 18:03:58,465 - mmaction - INFO - Epoch [76][360/940] lr: 4.000e-01, eta: 2 days, 13:52:54, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5777, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.1562 2022-02-08 18:04:21,841 - mmaction - INFO - Epoch [76][380/940] lr: 4.000e-01, eta: 2 days, 13:52:21, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5797, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.1473 2022-02-08 18:04:45,335 - mmaction - INFO - Epoch [76][400/940] lr: 4.000e-01, eta: 2 days, 13:51:48, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5736, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.1361 2022-02-08 18:05:08,881 - mmaction - INFO - Epoch [76][420/940] lr: 4.000e-01, eta: 2 days, 13:51:15, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5916, loss_cls: 3.0582, loss: 3.0582, grad_norm: 1.1516 2022-02-08 18:05:32,439 - mmaction - INFO - Epoch [76][440/940] lr: 4.000e-01, eta: 2 days, 13:50:43, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5824, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.1717 2022-02-08 18:05:55,884 - mmaction - INFO - Epoch [76][460/940] lr: 4.000e-01, eta: 2 days, 13:50:10, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5859, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.1026 2022-02-08 18:06:19,267 - mmaction - INFO - Epoch [76][480/940] lr: 4.000e-01, eta: 2 days, 13:49:37, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5746, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.1579 2022-02-08 18:06:42,684 - mmaction - INFO - Epoch [76][500/940] lr: 4.000e-01, eta: 2 days, 13:49:04, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3111, top5_acc: 0.5713, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.1507 2022-02-08 18:07:06,149 - mmaction - INFO - Epoch [76][520/940] lr: 4.000e-01, eta: 2 days, 13:48:31, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3080, top5_acc: 0.5629, loss_cls: 3.1770, loss: 3.1770, grad_norm: 1.1407 2022-02-08 18:07:29,640 - mmaction - INFO - Epoch [76][540/940] lr: 4.000e-01, eta: 2 days, 13:47:58, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5723, loss_cls: 3.1508, loss: 3.1508, grad_norm: 1.1617 2022-02-08 18:07:53,122 - mmaction - INFO - Epoch [76][560/940] lr: 4.000e-01, eta: 2 days, 13:47:25, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3031, top5_acc: 0.5682, loss_cls: 3.1771, loss: 3.1771, grad_norm: 1.1513 2022-02-08 18:08:16,688 - mmaction - INFO - Epoch [76][580/940] lr: 4.000e-01, eta: 2 days, 13:46:52, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3443, top5_acc: 0.5766, loss_cls: 3.0867, loss: 3.0867, grad_norm: 1.1215 2022-02-08 18:08:40,087 - mmaction - INFO - Epoch [76][600/940] lr: 4.000e-01, eta: 2 days, 13:46:19, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.3389, top5_acc: 0.5836, loss_cls: 3.0350, loss: 3.0350, grad_norm: 1.1579 2022-02-08 18:09:03,598 - mmaction - INFO - Epoch [76][620/940] lr: 4.000e-01, eta: 2 days, 13:45:47, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5760, loss_cls: 3.1189, loss: 3.1189, grad_norm: 1.1511 2022-02-08 18:09:27,207 - mmaction - INFO - Epoch [76][640/940] lr: 4.000e-01, eta: 2 days, 13:45:14, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5762, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.1517 2022-02-08 18:09:50,732 - mmaction - INFO - Epoch [76][660/940] lr: 4.000e-01, eta: 2 days, 13:44:42, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3148, top5_acc: 0.5750, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.1289 2022-02-08 18:10:14,309 - mmaction - INFO - Epoch [76][680/940] lr: 4.000e-01, eta: 2 days, 13:44:09, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3395, top5_acc: 0.5934, loss_cls: 3.0234, loss: 3.0234, grad_norm: 1.1166 2022-02-08 18:10:37,824 - mmaction - INFO - Epoch [76][700/940] lr: 4.000e-01, eta: 2 days, 13:43:36, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5746, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.1319 2022-02-08 18:11:01,457 - mmaction - INFO - Epoch [76][720/940] lr: 4.000e-01, eta: 2 days, 13:43:04, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5895, loss_cls: 3.0801, loss: 3.0801, grad_norm: 1.1831 2022-02-08 18:11:24,991 - mmaction - INFO - Epoch [76][740/940] lr: 4.000e-01, eta: 2 days, 13:42:31, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5738, loss_cls: 3.1253, loss: 3.1253, grad_norm: 1.1385 2022-02-08 18:11:48,544 - mmaction - INFO - Epoch [76][760/940] lr: 4.000e-01, eta: 2 days, 13:41:59, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5805, loss_cls: 3.1329, loss: 3.1329, grad_norm: 1.1566 2022-02-08 18:12:12,118 - mmaction - INFO - Epoch [76][780/940] lr: 4.000e-01, eta: 2 days, 13:41:26, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5760, loss_cls: 3.1127, loss: 3.1127, grad_norm: 1.1700 2022-02-08 18:12:35,683 - mmaction - INFO - Epoch [76][800/940] lr: 4.000e-01, eta: 2 days, 13:40:54, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5816, loss_cls: 3.0963, loss: 3.0963, grad_norm: 1.1518 2022-02-08 18:12:59,164 - mmaction - INFO - Epoch [76][820/940] lr: 4.000e-01, eta: 2 days, 13:40:21, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5844, loss_cls: 3.0676, loss: 3.0676, grad_norm: 1.1375 2022-02-08 18:13:22,655 - mmaction - INFO - Epoch [76][840/940] lr: 4.000e-01, eta: 2 days, 13:39:48, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5695, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.1542 2022-02-08 18:13:46,240 - mmaction - INFO - Epoch [76][860/940] lr: 4.000e-01, eta: 2 days, 13:39:16, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5889, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.1566 2022-02-08 18:14:09,743 - mmaction - INFO - Epoch [76][880/940] lr: 4.000e-01, eta: 2 days, 13:38:43, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3367, top5_acc: 0.5816, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.1418 2022-02-08 18:14:33,250 - mmaction - INFO - Epoch [76][900/940] lr: 4.000e-01, eta: 2 days, 13:38:10, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5713, loss_cls: 3.1185, loss: 3.1185, grad_norm: 1.1129 2022-02-08 18:14:56,760 - mmaction - INFO - Epoch [76][920/940] lr: 4.000e-01, eta: 2 days, 13:37:38, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3377, top5_acc: 0.5824, loss_cls: 3.0635, loss: 3.0635, grad_norm: 1.1204 2022-02-08 18:15:19,000 - mmaction - INFO - Epoch [76][940/940] lr: 4.000e-01, eta: 2 days, 13:37:02, time: 1.113, data_time: 0.062, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5789, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.1759 2022-02-08 18:18:20,830 - mmaction - INFO - Epoch [77][20/940] lr: 4.000e-01, eta: 2 days, 13:42:35, time: 8.901, data_time: 7.161, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5750, loss_cls: 3.1050, loss: 3.1050, grad_norm: 1.1523 2022-02-08 18:18:44,026 - mmaction - INFO - Epoch [77][40/940] lr: 4.000e-01, eta: 2 days, 13:42:02, time: 1.163, data_time: 0.048, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5707, loss_cls: 3.1278, loss: 3.1278, grad_norm: 1.1457 2022-02-08 18:19:07,151 - mmaction - INFO - Epoch [77][60/940] lr: 4.000e-01, eta: 2 days, 13:41:28, time: 1.156, data_time: 0.044, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5719, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.1470 2022-02-08 18:19:30,304 - mmaction - INFO - Epoch [77][80/940] lr: 4.000e-01, eta: 2 days, 13:40:55, time: 1.158, data_time: 0.047, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5830, loss_cls: 3.0832, loss: 3.0832, grad_norm: 1.1486 2022-02-08 18:19:53,411 - mmaction - INFO - Epoch [77][100/940] lr: 4.000e-01, eta: 2 days, 13:40:21, time: 1.155, data_time: 0.051, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5943, loss_cls: 3.0552, loss: 3.0552, grad_norm: 1.1573 2022-02-08 18:20:16,615 - mmaction - INFO - Epoch [77][120/940] lr: 4.000e-01, eta: 2 days, 13:39:47, time: 1.160, data_time: 0.050, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5811, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.1387 2022-02-08 18:20:39,767 - mmaction - INFO - Epoch [77][140/940] lr: 4.000e-01, eta: 2 days, 13:39:14, time: 1.158, data_time: 0.052, memory: 9497, top1_acc: 0.3355, top5_acc: 0.5840, loss_cls: 3.0328, loss: 3.0328, grad_norm: 1.1366 2022-02-08 18:21:03,073 - mmaction - INFO - Epoch [77][160/940] lr: 4.000e-01, eta: 2 days, 13:38:41, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5885, loss_cls: 3.0596, loss: 3.0596, grad_norm: 1.1818 2022-02-08 18:21:26,332 - mmaction - INFO - Epoch [77][180/940] lr: 4.000e-01, eta: 2 days, 13:38:07, time: 1.163, data_time: 0.058, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5846, loss_cls: 3.0657, loss: 3.0657, grad_norm: 1.1269 2022-02-08 18:21:49,594 - mmaction - INFO - Epoch [77][200/940] lr: 4.000e-01, eta: 2 days, 13:37:34, time: 1.163, data_time: 0.052, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5814, loss_cls: 3.0555, loss: 3.0555, grad_norm: 1.1487 2022-02-08 18:22:12,897 - mmaction - INFO - Epoch [77][220/940] lr: 4.000e-01, eta: 2 days, 13:37:01, time: 1.165, data_time: 0.052, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5770, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.1576 2022-02-08 18:22:36,272 - mmaction - INFO - Epoch [77][240/940] lr: 4.000e-01, eta: 2 days, 13:36:28, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5932, loss_cls: 3.0476, loss: 3.0476, grad_norm: 1.1760 2022-02-08 18:22:59,661 - mmaction - INFO - Epoch [77][260/940] lr: 4.000e-01, eta: 2 days, 13:35:55, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5773, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.1394 2022-02-08 18:23:23,133 - mmaction - INFO - Epoch [77][280/940] lr: 4.000e-01, eta: 2 days, 13:35:22, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5871, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.1316 2022-02-08 18:23:46,448 - mmaction - INFO - Epoch [77][300/940] lr: 4.000e-01, eta: 2 days, 13:34:49, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5779, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.1271 2022-02-08 18:24:09,689 - mmaction - INFO - Epoch [77][320/940] lr: 4.000e-01, eta: 2 days, 13:34:15, time: 1.163, data_time: 0.051, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5805, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.1699 2022-02-08 18:24:33,133 - mmaction - INFO - Epoch [77][340/940] lr: 4.000e-01, eta: 2 days, 13:33:43, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.3119, top5_acc: 0.5646, loss_cls: 3.1737, loss: 3.1737, grad_norm: 1.1494 2022-02-08 18:24:56,509 - mmaction - INFO - Epoch [77][360/940] lr: 4.000e-01, eta: 2 days, 13:33:10, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3178, top5_acc: 0.5693, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.1183 2022-02-08 18:25:19,965 - mmaction - INFO - Epoch [77][380/940] lr: 4.000e-01, eta: 2 days, 13:32:37, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5730, loss_cls: 3.0996, loss: 3.0996, grad_norm: 1.1634 2022-02-08 18:25:43,498 - mmaction - INFO - Epoch [77][400/940] lr: 4.000e-01, eta: 2 days, 13:32:04, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5617, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.1486 2022-02-08 18:26:06,901 - mmaction - INFO - Epoch [77][420/940] lr: 4.000e-01, eta: 2 days, 13:31:31, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3418, top5_acc: 0.5857, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.1338 2022-02-08 18:26:30,362 - mmaction - INFO - Epoch [77][440/940] lr: 4.000e-01, eta: 2 days, 13:30:58, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5779, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.1635 2022-02-08 18:26:53,748 - mmaction - INFO - Epoch [77][460/940] lr: 4.000e-01, eta: 2 days, 13:30:25, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5758, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.1244 2022-02-08 18:27:17,301 - mmaction - INFO - Epoch [77][480/940] lr: 4.000e-01, eta: 2 days, 13:29:53, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5789, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.1293 2022-02-08 18:27:40,869 - mmaction - INFO - Epoch [77][500/940] lr: 4.000e-01, eta: 2 days, 13:29:20, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5828, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.1321 2022-02-08 18:28:04,377 - mmaction - INFO - Epoch [77][520/940] lr: 4.000e-01, eta: 2 days, 13:28:48, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5779, loss_cls: 3.1016, loss: 3.1016, grad_norm: 1.1423 2022-02-08 18:28:27,953 - mmaction - INFO - Epoch [77][540/940] lr: 4.000e-01, eta: 2 days, 13:28:15, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.3236, top5_acc: 0.5838, loss_cls: 3.0995, loss: 3.0995, grad_norm: 1.1501 2022-02-08 18:28:51,517 - mmaction - INFO - Epoch [77][560/940] lr: 4.000e-01, eta: 2 days, 13:27:43, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5822, loss_cls: 3.1132, loss: 3.1132, grad_norm: 1.1550 2022-02-08 18:29:15,012 - mmaction - INFO - Epoch [77][580/940] lr: 4.000e-01, eta: 2 days, 13:27:10, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5818, loss_cls: 3.0919, loss: 3.0919, grad_norm: 1.1334 2022-02-08 18:29:38,518 - mmaction - INFO - Epoch [77][600/940] lr: 4.000e-01, eta: 2 days, 13:26:37, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5803, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.1501 2022-02-08 18:30:01,977 - mmaction - INFO - Epoch [77][620/940] lr: 4.000e-01, eta: 2 days, 13:26:05, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3385, top5_acc: 0.5859, loss_cls: 3.0538, loss: 3.0538, grad_norm: 1.1398 2022-02-08 18:30:25,603 - mmaction - INFO - Epoch [77][640/940] lr: 4.000e-01, eta: 2 days, 13:25:32, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.3326, top5_acc: 0.5814, loss_cls: 3.1038, loss: 3.1038, grad_norm: 1.1550 2022-02-08 18:30:49,110 - mmaction - INFO - Epoch [77][660/940] lr: 4.000e-01, eta: 2 days, 13:25:00, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5908, loss_cls: 3.0679, loss: 3.0679, grad_norm: 1.1349 2022-02-08 18:31:12,632 - mmaction - INFO - Epoch [77][680/940] lr: 4.000e-01, eta: 2 days, 13:24:27, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3146, top5_acc: 0.5816, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.1562 2022-02-08 18:31:36,141 - mmaction - INFO - Epoch [77][700/940] lr: 4.000e-01, eta: 2 days, 13:23:54, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5799, loss_cls: 3.1046, loss: 3.1046, grad_norm: 1.1345 2022-02-08 18:31:59,657 - mmaction - INFO - Epoch [77][720/940] lr: 4.000e-01, eta: 2 days, 13:23:22, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3389, top5_acc: 0.5891, loss_cls: 3.0342, loss: 3.0342, grad_norm: 1.1658 2022-02-08 18:32:23,150 - mmaction - INFO - Epoch [77][740/940] lr: 4.000e-01, eta: 2 days, 13:22:49, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3178, top5_acc: 0.5762, loss_cls: 3.1329, loss: 3.1329, grad_norm: 1.1828 2022-02-08 18:32:46,620 - mmaction - INFO - Epoch [77][760/940] lr: 4.000e-01, eta: 2 days, 13:22:17, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5785, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.1362 2022-02-08 18:33:10,147 - mmaction - INFO - Epoch [77][780/940] lr: 4.000e-01, eta: 2 days, 13:21:44, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5867, loss_cls: 3.0654, loss: 3.0654, grad_norm: 1.1317 2022-02-08 18:33:33,681 - mmaction - INFO - Epoch [77][800/940] lr: 4.000e-01, eta: 2 days, 13:21:11, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5875, loss_cls: 3.0673, loss: 3.0673, grad_norm: 1.1344 2022-02-08 18:33:57,218 - mmaction - INFO - Epoch [77][820/940] lr: 4.000e-01, eta: 2 days, 13:20:39, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3352, top5_acc: 0.5881, loss_cls: 3.0446, loss: 3.0446, grad_norm: 1.1720 2022-02-08 18:34:20,688 - mmaction - INFO - Epoch [77][840/940] lr: 4.000e-01, eta: 2 days, 13:20:06, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3334, top5_acc: 0.5791, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.1105 2022-02-08 18:34:44,191 - mmaction - INFO - Epoch [77][860/940] lr: 4.000e-01, eta: 2 days, 13:19:34, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5820, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.1647 2022-02-08 18:35:07,653 - mmaction - INFO - Epoch [77][880/940] lr: 4.000e-01, eta: 2 days, 13:19:01, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5699, loss_cls: 3.1409, loss: 3.1409, grad_norm: 1.1878 2022-02-08 18:35:31,162 - mmaction - INFO - Epoch [77][900/940] lr: 4.000e-01, eta: 2 days, 13:18:29, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5740, loss_cls: 3.1273, loss: 3.1273, grad_norm: 1.1350 2022-02-08 18:35:54,660 - mmaction - INFO - Epoch [77][920/940] lr: 4.000e-01, eta: 2 days, 13:17:56, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5840, loss_cls: 3.1225, loss: 3.1225, grad_norm: 1.1331 2022-02-08 18:36:16,982 - mmaction - INFO - Epoch [77][940/940] lr: 4.000e-01, eta: 2 days, 13:17:21, time: 1.117, data_time: 0.061, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5753, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.1643 2022-02-08 18:39:17,355 - mmaction - INFO - Epoch [78][20/940] lr: 4.000e-01, eta: 2 days, 13:22:40, time: 8.755, data_time: 7.527, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5873, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.1361 2022-02-08 18:39:40,454 - mmaction - INFO - Epoch [78][40/940] lr: 4.000e-01, eta: 2 days, 13:22:07, time: 1.156, data_time: 0.050, memory: 9497, top1_acc: 0.3387, top5_acc: 0.5902, loss_cls: 3.0546, loss: 3.0546, grad_norm: 1.1328 2022-02-08 18:40:03,581 - mmaction - INFO - Epoch [78][60/940] lr: 4.000e-01, eta: 2 days, 13:21:33, time: 1.156, data_time: 0.042, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5813, loss_cls: 3.0609, loss: 3.0609, grad_norm: 1.1304 2022-02-08 18:40:26,853 - mmaction - INFO - Epoch [78][80/940] lr: 4.000e-01, eta: 2 days, 13:21:00, time: 1.164, data_time: 0.046, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5777, loss_cls: 3.0948, loss: 3.0948, grad_norm: 1.1550 2022-02-08 18:40:50,180 - mmaction - INFO - Epoch [78][100/940] lr: 4.000e-01, eta: 2 days, 13:20:27, time: 1.166, data_time: 0.044, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5836, loss_cls: 3.0800, loss: 3.0800, grad_norm: 1.1513 2022-02-08 18:41:13,378 - mmaction - INFO - Epoch [78][120/940] lr: 4.000e-01, eta: 2 days, 13:19:54, time: 1.160, data_time: 0.047, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5867, loss_cls: 3.0767, loss: 3.0767, grad_norm: 1.1552 2022-02-08 18:41:36,761 - mmaction - INFO - Epoch [78][140/940] lr: 4.000e-01, eta: 2 days, 13:19:21, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.3156, top5_acc: 0.5744, loss_cls: 3.1231, loss: 3.1231, grad_norm: 1.1451 2022-02-08 18:42:00,146 - mmaction - INFO - Epoch [78][160/940] lr: 4.000e-01, eta: 2 days, 13:18:48, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5869, loss_cls: 3.0674, loss: 3.0674, grad_norm: 1.1337 2022-02-08 18:42:23,460 - mmaction - INFO - Epoch [78][180/940] lr: 4.000e-01, eta: 2 days, 13:18:15, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5697, loss_cls: 3.1330, loss: 3.1330, grad_norm: 1.1563 2022-02-08 18:42:46,813 - mmaction - INFO - Epoch [78][200/940] lr: 4.000e-01, eta: 2 days, 13:17:42, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5795, loss_cls: 3.0616, loss: 3.0616, grad_norm: 1.1427 2022-02-08 18:43:10,256 - mmaction - INFO - Epoch [78][220/940] lr: 4.000e-01, eta: 2 days, 13:17:09, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5750, loss_cls: 3.1480, loss: 3.1480, grad_norm: 1.1408 2022-02-08 18:43:33,604 - mmaction - INFO - Epoch [78][240/940] lr: 4.000e-01, eta: 2 days, 13:16:36, time: 1.167, data_time: 0.056, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5807, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.1602 2022-02-08 18:43:57,060 - mmaction - INFO - Epoch [78][260/940] lr: 4.000e-01, eta: 2 days, 13:16:03, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5734, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.1651 2022-02-08 18:44:20,510 - mmaction - INFO - Epoch [78][280/940] lr: 4.000e-01, eta: 2 days, 13:15:30, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5758, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.1723 2022-02-08 18:44:43,903 - mmaction - INFO - Epoch [78][300/940] lr: 4.000e-01, eta: 2 days, 13:14:57, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3328, top5_acc: 0.5734, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.1434 2022-02-08 18:45:07,399 - mmaction - INFO - Epoch [78][320/940] lr: 4.000e-01, eta: 2 days, 13:14:25, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5777, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.1598 2022-02-08 18:45:30,871 - mmaction - INFO - Epoch [78][340/940] lr: 4.000e-01, eta: 2 days, 13:13:52, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5727, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.1465 2022-02-08 18:45:54,686 - mmaction - INFO - Epoch [78][360/940] lr: 4.000e-01, eta: 2 days, 13:13:20, time: 1.190, data_time: 0.072, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5846, loss_cls: 3.0608, loss: 3.0608, grad_norm: 1.1329 2022-02-08 18:46:18,358 - mmaction - INFO - Epoch [78][380/940] lr: 4.000e-01, eta: 2 days, 13:12:48, time: 1.184, data_time: 0.058, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5732, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.1547 2022-02-08 18:46:41,925 - mmaction - INFO - Epoch [78][400/940] lr: 4.000e-01, eta: 2 days, 13:12:16, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5686, loss_cls: 3.1121, loss: 3.1121, grad_norm: 1.1363 2022-02-08 18:47:05,458 - mmaction - INFO - Epoch [78][420/940] lr: 4.000e-01, eta: 2 days, 13:11:43, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5869, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.1560 2022-02-08 18:47:29,047 - mmaction - INFO - Epoch [78][440/940] lr: 4.000e-01, eta: 2 days, 13:11:11, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.3395, top5_acc: 0.6035, loss_cls: 2.9901, loss: 2.9901, grad_norm: 1.1538 2022-02-08 18:47:52,690 - mmaction - INFO - Epoch [78][460/940] lr: 4.000e-01, eta: 2 days, 13:10:38, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.3391, top5_acc: 0.5828, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.1855 2022-02-08 18:48:16,323 - mmaction - INFO - Epoch [78][480/940] lr: 4.000e-01, eta: 2 days, 13:10:06, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5807, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.1528 2022-02-08 18:48:39,897 - mmaction - INFO - Epoch [78][500/940] lr: 4.000e-01, eta: 2 days, 13:09:34, time: 1.179, data_time: 0.063, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5777, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.1374 2022-02-08 18:49:03,471 - mmaction - INFO - Epoch [78][520/940] lr: 4.000e-01, eta: 2 days, 13:09:01, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5779, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.1517 2022-02-08 18:49:26,871 - mmaction - INFO - Epoch [78][540/940] lr: 4.000e-01, eta: 2 days, 13:08:29, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5783, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.1425 2022-02-08 18:49:50,436 - mmaction - INFO - Epoch [78][560/940] lr: 4.000e-01, eta: 2 days, 13:07:56, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5775, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.1679 2022-02-08 18:50:14,143 - mmaction - INFO - Epoch [78][580/940] lr: 4.000e-01, eta: 2 days, 13:07:24, time: 1.185, data_time: 0.055, memory: 9497, top1_acc: 0.3318, top5_acc: 0.5857, loss_cls: 3.0636, loss: 3.0636, grad_norm: 1.1357 2022-02-08 18:50:37,702 - mmaction - INFO - Epoch [78][600/940] lr: 4.000e-01, eta: 2 days, 13:06:52, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3369, top5_acc: 0.5799, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.1537 2022-02-08 18:51:01,283 - mmaction - INFO - Epoch [78][620/940] lr: 4.000e-01, eta: 2 days, 13:06:19, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.3346, top5_acc: 0.5881, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.1351 2022-02-08 18:51:24,748 - mmaction - INFO - Epoch [78][640/940] lr: 4.000e-01, eta: 2 days, 13:05:47, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5775, loss_cls: 3.0997, loss: 3.0997, grad_norm: 1.1570 2022-02-08 18:51:48,263 - mmaction - INFO - Epoch [78][660/940] lr: 4.000e-01, eta: 2 days, 13:05:14, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5732, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.1512 2022-02-08 18:52:11,729 - mmaction - INFO - Epoch [78][680/940] lr: 4.000e-01, eta: 2 days, 13:04:42, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5717, loss_cls: 3.1105, loss: 3.1105, grad_norm: 1.1451 2022-02-08 18:52:35,216 - mmaction - INFO - Epoch [78][700/940] lr: 4.000e-01, eta: 2 days, 13:04:09, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3156, top5_acc: 0.5785, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.1529 2022-02-08 18:52:58,589 - mmaction - INFO - Epoch [78][720/940] lr: 4.000e-01, eta: 2 days, 13:03:36, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.3363, top5_acc: 0.5822, loss_cls: 3.0769, loss: 3.0769, grad_norm: 1.1441 2022-02-08 18:53:22,080 - mmaction - INFO - Epoch [78][740/940] lr: 4.000e-01, eta: 2 days, 13:03:04, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5783, loss_cls: 3.1070, loss: 3.1070, grad_norm: 1.1394 2022-02-08 18:53:45,656 - mmaction - INFO - Epoch [78][760/940] lr: 4.000e-01, eta: 2 days, 13:02:31, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5822, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.1223 2022-02-08 18:54:09,195 - mmaction - INFO - Epoch [78][780/940] lr: 4.000e-01, eta: 2 days, 13:01:59, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5711, loss_cls: 3.1156, loss: 3.1156, grad_norm: 1.1425 2022-02-08 18:54:32,703 - mmaction - INFO - Epoch [78][800/940] lr: 4.000e-01, eta: 2 days, 13:01:26, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5680, loss_cls: 3.1025, loss: 3.1025, grad_norm: 1.1536 2022-02-08 18:54:56,220 - mmaction - INFO - Epoch [78][820/940] lr: 4.000e-01, eta: 2 days, 13:00:54, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5717, loss_cls: 3.1441, loss: 3.1441, grad_norm: 1.1778 2022-02-08 18:55:19,717 - mmaction - INFO - Epoch [78][840/940] lr: 4.000e-01, eta: 2 days, 13:00:21, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5791, loss_cls: 3.1521, loss: 3.1521, grad_norm: 1.1205 2022-02-08 18:55:43,187 - mmaction - INFO - Epoch [78][860/940] lr: 4.000e-01, eta: 2 days, 12:59:49, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5732, loss_cls: 3.1466, loss: 3.1466, grad_norm: 1.1321 2022-02-08 18:56:06,639 - mmaction - INFO - Epoch [78][880/940] lr: 4.000e-01, eta: 2 days, 12:59:16, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5705, loss_cls: 3.1456, loss: 3.1456, grad_norm: 1.1617 2022-02-08 18:56:30,159 - mmaction - INFO - Epoch [78][900/940] lr: 4.000e-01, eta: 2 days, 12:58:44, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5752, loss_cls: 3.1167, loss: 3.1167, grad_norm: 1.1313 2022-02-08 18:56:53,621 - mmaction - INFO - Epoch [78][920/940] lr: 4.000e-01, eta: 2 days, 12:58:11, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5701, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.1432 2022-02-08 18:57:15,890 - mmaction - INFO - Epoch [78][940/940] lr: 4.000e-01, eta: 2 days, 12:57:36, time: 1.114, data_time: 0.062, memory: 9497, top1_acc: 0.3401, top5_acc: 0.5909, loss_cls: 3.0525, loss: 3.0525, grad_norm: 1.1448 2022-02-08 19:00:03,728 - mmaction - INFO - Epoch [79][20/940] lr: 4.000e-01, eta: 2 days, 13:02:24, time: 8.198, data_time: 6.816, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5779, loss_cls: 3.1225, loss: 3.1225, grad_norm: 1.1471 2022-02-08 19:00:26,744 - mmaction - INFO - Epoch [79][40/940] lr: 4.000e-01, eta: 2 days, 13:01:50, time: 1.153, data_time: 0.043, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5797, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.1217 2022-02-08 19:00:50,126 - mmaction - INFO - Epoch [79][60/940] lr: 4.000e-01, eta: 2 days, 13:01:17, time: 1.168, data_time: 0.041, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5834, loss_cls: 3.0494, loss: 3.0494, grad_norm: 1.1556 2022-02-08 19:01:13,381 - mmaction - INFO - Epoch [79][80/940] lr: 4.000e-01, eta: 2 days, 13:00:44, time: 1.164, data_time: 0.046, memory: 9497, top1_acc: 0.3299, top5_acc: 0.5957, loss_cls: 3.0427, loss: 3.0427, grad_norm: 1.1668 2022-02-08 19:01:36,624 - mmaction - INFO - Epoch [79][100/940] lr: 4.000e-01, eta: 2 days, 13:00:11, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.3338, top5_acc: 0.5877, loss_cls: 3.0270, loss: 3.0270, grad_norm: 1.1658 2022-02-08 19:01:59,960 - mmaction - INFO - Epoch [79][120/940] lr: 4.000e-01, eta: 2 days, 12:59:38, time: 1.167, data_time: 0.047, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5813, loss_cls: 3.1268, loss: 3.1268, grad_norm: 1.1582 2022-02-08 19:02:23,351 - mmaction - INFO - Epoch [79][140/940] lr: 4.000e-01, eta: 2 days, 12:59:05, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5729, loss_cls: 3.1351, loss: 3.1351, grad_norm: 1.1459 2022-02-08 19:02:46,736 - mmaction - INFO - Epoch [79][160/940] lr: 4.000e-01, eta: 2 days, 12:58:33, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5879, loss_cls: 3.0481, loss: 3.0481, grad_norm: 1.1369 2022-02-08 19:03:10,114 - mmaction - INFO - Epoch [79][180/940] lr: 4.000e-01, eta: 2 days, 12:58:00, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5863, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.1402 2022-02-08 19:03:33,500 - mmaction - INFO - Epoch [79][200/940] lr: 4.000e-01, eta: 2 days, 12:57:27, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5699, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.1485 2022-02-08 19:03:56,887 - mmaction - INFO - Epoch [79][220/940] lr: 4.000e-01, eta: 2 days, 12:56:54, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5826, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.1542 2022-02-08 19:04:20,305 - mmaction - INFO - Epoch [79][240/940] lr: 4.000e-01, eta: 2 days, 12:56:21, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5854, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.1612 2022-02-08 19:04:43,787 - mmaction - INFO - Epoch [79][260/940] lr: 4.000e-01, eta: 2 days, 12:55:49, time: 1.174, data_time: 0.045, memory: 9497, top1_acc: 0.3375, top5_acc: 0.5836, loss_cls: 3.0699, loss: 3.0699, grad_norm: 1.1734 2022-02-08 19:05:07,342 - mmaction - INFO - Epoch [79][280/940] lr: 4.000e-01, eta: 2 days, 12:55:16, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.3338, top5_acc: 0.5857, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.1578 2022-02-08 19:05:30,807 - mmaction - INFO - Epoch [79][300/940] lr: 4.000e-01, eta: 2 days, 12:54:44, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5803, loss_cls: 3.0989, loss: 3.0989, grad_norm: 1.1552 2022-02-08 19:05:54,278 - mmaction - INFO - Epoch [79][320/940] lr: 4.000e-01, eta: 2 days, 12:54:11, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5750, loss_cls: 3.0922, loss: 3.0922, grad_norm: 1.1523 2022-02-08 19:06:17,699 - mmaction - INFO - Epoch [79][340/940] lr: 4.000e-01, eta: 2 days, 12:53:39, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3330, top5_acc: 0.5814, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.1470 2022-02-08 19:06:41,220 - mmaction - INFO - Epoch [79][360/940] lr: 4.000e-01, eta: 2 days, 12:53:06, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5826, loss_cls: 3.0760, loss: 3.0760, grad_norm: 1.1618 2022-02-08 19:07:04,673 - mmaction - INFO - Epoch [79][380/940] lr: 4.000e-01, eta: 2 days, 12:52:34, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5744, loss_cls: 3.1097, loss: 3.1097, grad_norm: 1.1573 2022-02-08 19:07:28,146 - mmaction - INFO - Epoch [79][400/940] lr: 4.000e-01, eta: 2 days, 12:52:01, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5725, loss_cls: 3.1306, loss: 3.1306, grad_norm: 1.1596 2022-02-08 19:07:51,744 - mmaction - INFO - Epoch [79][420/940] lr: 4.000e-01, eta: 2 days, 12:51:29, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5723, loss_cls: 3.1351, loss: 3.1351, grad_norm: 1.1414 2022-02-08 19:08:15,238 - mmaction - INFO - Epoch [79][440/940] lr: 4.000e-01, eta: 2 days, 12:50:56, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5750, loss_cls: 3.0906, loss: 3.0906, grad_norm: 1.1524 2022-02-08 19:08:38,788 - mmaction - INFO - Epoch [79][460/940] lr: 4.000e-01, eta: 2 days, 12:50:24, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3344, top5_acc: 0.5822, loss_cls: 3.0586, loss: 3.0586, grad_norm: 1.1333 2022-02-08 19:09:02,271 - mmaction - INFO - Epoch [79][480/940] lr: 4.000e-01, eta: 2 days, 12:49:51, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5754, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.1243 2022-02-08 19:09:25,829 - mmaction - INFO - Epoch [79][500/940] lr: 4.000e-01, eta: 2 days, 12:49:19, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.3377, top5_acc: 0.5963, loss_cls: 3.0022, loss: 3.0022, grad_norm: 1.1568 2022-02-08 19:09:49,353 - mmaction - INFO - Epoch [79][520/940] lr: 4.000e-01, eta: 2 days, 12:48:47, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5889, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.1296 2022-02-08 19:10:12,934 - mmaction - INFO - Epoch [79][540/940] lr: 4.000e-01, eta: 2 days, 12:48:14, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.3338, top5_acc: 0.5867, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.1540 2022-02-08 19:10:36,463 - mmaction - INFO - Epoch [79][560/940] lr: 4.000e-01, eta: 2 days, 12:47:42, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5773, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.1498 2022-02-08 19:10:59,982 - mmaction - INFO - Epoch [79][580/940] lr: 4.000e-01, eta: 2 days, 12:47:10, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5797, loss_cls: 3.0782, loss: 3.0782, grad_norm: 1.1580 2022-02-08 19:11:23,435 - mmaction - INFO - Epoch [79][600/940] lr: 4.000e-01, eta: 2 days, 12:46:37, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5867, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.1453 2022-02-08 19:11:46,968 - mmaction - INFO - Epoch [79][620/940] lr: 4.000e-01, eta: 2 days, 12:46:05, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5719, loss_cls: 3.1399, loss: 3.1399, grad_norm: 1.1288 2022-02-08 19:12:10,528 - mmaction - INFO - Epoch [79][640/940] lr: 4.000e-01, eta: 2 days, 12:45:32, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5805, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.1665 2022-02-08 19:12:34,054 - mmaction - INFO - Epoch [79][660/940] lr: 4.000e-01, eta: 2 days, 12:45:00, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5766, loss_cls: 3.0955, loss: 3.0955, grad_norm: 1.1506 2022-02-08 19:12:57,537 - mmaction - INFO - Epoch [79][680/940] lr: 4.000e-01, eta: 2 days, 12:44:27, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5639, loss_cls: 3.1547, loss: 3.1547, grad_norm: 1.1385 2022-02-08 19:13:21,176 - mmaction - INFO - Epoch [79][700/940] lr: 4.000e-01, eta: 2 days, 12:43:55, time: 1.182, data_time: 0.060, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5801, loss_cls: 3.0899, loss: 3.0899, grad_norm: 1.1639 2022-02-08 19:13:44,685 - mmaction - INFO - Epoch [79][720/940] lr: 4.000e-01, eta: 2 days, 12:43:23, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3092, top5_acc: 0.5668, loss_cls: 3.1810, loss: 3.1810, grad_norm: 1.1486 2022-02-08 19:14:08,194 - mmaction - INFO - Epoch [79][740/940] lr: 4.000e-01, eta: 2 days, 12:42:51, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5846, loss_cls: 3.0483, loss: 3.0483, grad_norm: 1.1504 2022-02-08 19:14:31,739 - mmaction - INFO - Epoch [79][760/940] lr: 4.000e-01, eta: 2 days, 12:42:18, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5803, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.1364 2022-02-08 19:14:55,302 - mmaction - INFO - Epoch [79][780/940] lr: 4.000e-01, eta: 2 days, 12:41:46, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5639, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.1466 2022-02-08 19:15:18,936 - mmaction - INFO - Epoch [79][800/940] lr: 4.000e-01, eta: 2 days, 12:41:14, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5813, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.1505 2022-02-08 19:15:42,616 - mmaction - INFO - Epoch [79][820/940] lr: 4.000e-01, eta: 2 days, 12:40:42, time: 1.184, data_time: 0.058, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5789, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.1592 2022-02-08 19:16:06,286 - mmaction - INFO - Epoch [79][840/940] lr: 4.000e-01, eta: 2 days, 12:40:10, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5750, loss_cls: 3.0942, loss: 3.0942, grad_norm: 1.1480 2022-02-08 19:16:29,764 - mmaction - INFO - Epoch [79][860/940] lr: 4.000e-01, eta: 2 days, 12:39:37, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5717, loss_cls: 3.1362, loss: 3.1362, grad_norm: 1.1470 2022-02-08 19:16:53,231 - mmaction - INFO - Epoch [79][880/940] lr: 4.000e-01, eta: 2 days, 12:39:05, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5746, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.1397 2022-02-08 19:17:16,755 - mmaction - INFO - Epoch [79][900/940] lr: 4.000e-01, eta: 2 days, 12:38:33, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5826, loss_cls: 3.0900, loss: 3.0900, grad_norm: 1.1142 2022-02-08 19:17:40,216 - mmaction - INFO - Epoch [79][920/940] lr: 4.000e-01, eta: 2 days, 12:38:00, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3299, top5_acc: 0.5887, loss_cls: 3.0543, loss: 3.0543, grad_norm: 1.1402 2022-02-08 19:18:02,558 - mmaction - INFO - Epoch [79][940/940] lr: 4.000e-01, eta: 2 days, 12:37:25, time: 1.117, data_time: 0.057, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5838, loss_cls: 3.0596, loss: 3.0596, grad_norm: 1.1760 2022-02-08 19:20:26,952 - mmaction - INFO - Epoch [80][20/940] lr: 4.000e-01, eta: 2 days, 12:41:19, time: 7.121, data_time: 5.720, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5691, loss_cls: 3.1315, loss: 3.1315, grad_norm: 1.1726 2022-02-08 19:20:49,982 - mmaction - INFO - Epoch [80][40/940] lr: 4.000e-01, eta: 2 days, 12:40:46, time: 1.152, data_time: 0.050, memory: 9497, top1_acc: 0.3449, top5_acc: 0.5957, loss_cls: 3.0103, loss: 3.0103, grad_norm: 1.1194 2022-02-08 19:21:13,153 - mmaction - INFO - Epoch [80][60/940] lr: 4.000e-01, eta: 2 days, 12:40:13, time: 1.158, data_time: 0.042, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5875, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.1821 2022-02-08 19:21:36,359 - mmaction - INFO - Epoch [80][80/940] lr: 4.000e-01, eta: 2 days, 12:39:39, time: 1.161, data_time: 0.048, memory: 9497, top1_acc: 0.3387, top5_acc: 0.5904, loss_cls: 3.0365, loss: 3.0365, grad_norm: 1.1486 2022-02-08 19:21:59,777 - mmaction - INFO - Epoch [80][100/940] lr: 4.000e-01, eta: 2 days, 12:39:07, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5834, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.1310 2022-02-08 19:22:23,043 - mmaction - INFO - Epoch [80][120/940] lr: 4.000e-01, eta: 2 days, 12:38:34, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5924, loss_cls: 3.0597, loss: 3.0597, grad_norm: 1.1545 2022-02-08 19:22:46,304 - mmaction - INFO - Epoch [80][140/940] lr: 4.000e-01, eta: 2 days, 12:38:01, time: 1.162, data_time: 0.048, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5709, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.1743 2022-02-08 19:23:09,624 - mmaction - INFO - Epoch [80][160/940] lr: 4.000e-01, eta: 2 days, 12:37:28, time: 1.166, data_time: 0.058, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5764, loss_cls: 3.1198, loss: 3.1198, grad_norm: 1.1361 2022-02-08 19:23:32,923 - mmaction - INFO - Epoch [80][180/940] lr: 4.000e-01, eta: 2 days, 12:36:55, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.3338, top5_acc: 0.5883, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.1309 2022-02-08 19:23:56,258 - mmaction - INFO - Epoch [80][200/940] lr: 4.000e-01, eta: 2 days, 12:36:22, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5895, loss_cls: 3.0436, loss: 3.0436, grad_norm: 1.1345 2022-02-08 19:24:19,549 - mmaction - INFO - Epoch [80][220/940] lr: 4.000e-01, eta: 2 days, 12:35:50, time: 1.165, data_time: 0.055, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5963, loss_cls: 3.0318, loss: 3.0318, grad_norm: 1.1425 2022-02-08 19:24:42,884 - mmaction - INFO - Epoch [80][240/940] lr: 4.000e-01, eta: 2 days, 12:35:17, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5910, loss_cls: 3.0721, loss: 3.0721, grad_norm: 1.1816 2022-02-08 19:25:06,141 - mmaction - INFO - Epoch [80][260/940] lr: 4.000e-01, eta: 2 days, 12:34:44, time: 1.163, data_time: 0.059, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5691, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.1571 2022-02-08 19:25:29,548 - mmaction - INFO - Epoch [80][280/940] lr: 4.000e-01, eta: 2 days, 12:34:11, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5746, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.1440 2022-02-08 19:25:53,039 - mmaction - INFO - Epoch [80][300/940] lr: 4.000e-01, eta: 2 days, 12:33:39, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5746, loss_cls: 3.1271, loss: 3.1271, grad_norm: 1.1492 2022-02-08 19:26:16,430 - mmaction - INFO - Epoch [80][320/940] lr: 4.000e-01, eta: 2 days, 12:33:06, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5775, loss_cls: 3.0908, loss: 3.0908, grad_norm: 1.1376 2022-02-08 19:26:39,860 - mmaction - INFO - Epoch [80][340/940] lr: 4.000e-01, eta: 2 days, 12:32:34, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5668, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.1553 2022-02-08 19:27:03,337 - mmaction - INFO - Epoch [80][360/940] lr: 4.000e-01, eta: 2 days, 12:32:01, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5799, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.1414 2022-02-08 19:27:26,859 - mmaction - INFO - Epoch [80][380/940] lr: 4.000e-01, eta: 2 days, 12:31:29, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5855, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.1757 2022-02-08 19:27:50,267 - mmaction - INFO - Epoch [80][400/940] lr: 4.000e-01, eta: 2 days, 12:30:56, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5750, loss_cls: 3.1120, loss: 3.1120, grad_norm: 1.1423 2022-02-08 19:28:13,795 - mmaction - INFO - Epoch [80][420/940] lr: 4.000e-01, eta: 2 days, 12:30:24, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5832, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.1239 2022-02-08 19:28:37,294 - mmaction - INFO - Epoch [80][440/940] lr: 4.000e-01, eta: 2 days, 12:29:52, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5826, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.1477 2022-02-08 19:29:00,677 - mmaction - INFO - Epoch [80][460/940] lr: 4.000e-01, eta: 2 days, 12:29:19, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5877, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.1453 2022-02-08 19:29:24,105 - mmaction - INFO - Epoch [80][480/940] lr: 4.000e-01, eta: 2 days, 12:28:46, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5762, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.1432 2022-02-08 19:29:47,429 - mmaction - INFO - Epoch [80][500/940] lr: 4.000e-01, eta: 2 days, 12:28:14, time: 1.167, data_time: 0.058, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5836, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.1492 2022-02-08 19:30:10,897 - mmaction - INFO - Epoch [80][520/940] lr: 4.000e-01, eta: 2 days, 12:27:41, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5768, loss_cls: 3.1218, loss: 3.1218, grad_norm: 1.1707 2022-02-08 19:30:34,455 - mmaction - INFO - Epoch [80][540/940] lr: 4.000e-01, eta: 2 days, 12:27:09, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5658, loss_cls: 3.1730, loss: 3.1730, grad_norm: 1.1749 2022-02-08 19:30:57,939 - mmaction - INFO - Epoch [80][560/940] lr: 4.000e-01, eta: 2 days, 12:26:37, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.3365, top5_acc: 0.5912, loss_cls: 3.0324, loss: 3.0324, grad_norm: 1.1416 2022-02-08 19:31:21,301 - mmaction - INFO - Epoch [80][580/940] lr: 4.000e-01, eta: 2 days, 12:26:04, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5590, loss_cls: 3.1851, loss: 3.1851, grad_norm: 1.1714 2022-02-08 19:31:44,750 - mmaction - INFO - Epoch [80][600/940] lr: 4.000e-01, eta: 2 days, 12:25:32, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5809, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.1378 2022-02-08 19:32:08,165 - mmaction - INFO - Epoch [80][620/940] lr: 4.000e-01, eta: 2 days, 12:24:59, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5791, loss_cls: 3.1115, loss: 3.1115, grad_norm: 1.1455 2022-02-08 19:32:31,816 - mmaction - INFO - Epoch [80][640/940] lr: 4.000e-01, eta: 2 days, 12:24:27, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.3330, top5_acc: 0.5943, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.1230 2022-02-08 19:32:55,295 - mmaction - INFO - Epoch [80][660/940] lr: 4.000e-01, eta: 2 days, 12:23:55, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5801, loss_cls: 3.0987, loss: 3.0987, grad_norm: 1.1433 2022-02-08 19:33:18,726 - mmaction - INFO - Epoch [80][680/940] lr: 4.000e-01, eta: 2 days, 12:23:22, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5760, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.1338 2022-02-08 19:33:42,204 - mmaction - INFO - Epoch [80][700/940] lr: 4.000e-01, eta: 2 days, 12:22:50, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5729, loss_cls: 3.1127, loss: 3.1127, grad_norm: 1.1376 2022-02-08 19:34:05,789 - mmaction - INFO - Epoch [80][720/940] lr: 4.000e-01, eta: 2 days, 12:22:18, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5781, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.1364 2022-02-08 19:34:29,372 - mmaction - INFO - Epoch [80][740/940] lr: 4.000e-01, eta: 2 days, 12:21:46, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5828, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.1387 2022-02-08 19:34:52,896 - mmaction - INFO - Epoch [80][760/940] lr: 4.000e-01, eta: 2 days, 12:21:14, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.3318, top5_acc: 0.5824, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.1309 2022-02-08 19:35:16,463 - mmaction - INFO - Epoch [80][780/940] lr: 4.000e-01, eta: 2 days, 12:20:41, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5770, loss_cls: 3.1021, loss: 3.1021, grad_norm: 1.1470 2022-02-08 19:35:40,058 - mmaction - INFO - Epoch [80][800/940] lr: 4.000e-01, eta: 2 days, 12:20:09, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.3373, top5_acc: 0.5803, loss_cls: 3.0597, loss: 3.0597, grad_norm: 1.1495 2022-02-08 19:36:03,636 - mmaction - INFO - Epoch [80][820/940] lr: 4.000e-01, eta: 2 days, 12:19:37, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5729, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.1469 2022-02-08 19:36:27,136 - mmaction - INFO - Epoch [80][840/940] lr: 4.000e-01, eta: 2 days, 12:19:05, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5750, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.1460 2022-02-08 19:36:50,721 - mmaction - INFO - Epoch [80][860/940] lr: 4.000e-01, eta: 2 days, 12:18:33, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5865, loss_cls: 3.0707, loss: 3.0707, grad_norm: 1.1368 2022-02-08 19:37:14,338 - mmaction - INFO - Epoch [80][880/940] lr: 4.000e-01, eta: 2 days, 12:18:01, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5664, loss_cls: 3.1738, loss: 3.1738, grad_norm: 1.1426 2022-02-08 19:37:37,816 - mmaction - INFO - Epoch [80][900/940] lr: 4.000e-01, eta: 2 days, 12:17:29, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5813, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.1423 2022-02-08 19:38:01,224 - mmaction - INFO - Epoch [80][920/940] lr: 4.000e-01, eta: 2 days, 12:16:56, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5850, loss_cls: 3.0819, loss: 3.0819, grad_norm: 1.1110 2022-02-08 19:38:23,645 - mmaction - INFO - Epoch [80][940/940] lr: 4.000e-01, eta: 2 days, 12:16:22, time: 1.122, data_time: 0.056, memory: 9497, top1_acc: 0.3409, top5_acc: 0.5938, loss_cls: 3.0265, loss: 3.0265, grad_norm: 1.1584 2022-02-08 19:38:25,659 - mmaction - INFO - Saving checkpoint at 80 epochs 2022-02-08 19:41:20,207 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 19:41:20,957 - mmaction - INFO - top1_acc 0.3565 top5_acc 0.6314 2022-02-08 19:41:20,957 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 19:41:20,989 - mmaction - INFO - mean_acc 0.3564 2022-02-08 19:41:20,990 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_70.pth was removed 2022-02-08 19:41:21,748 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_80.pth. 2022-02-08 19:41:21,749 - mmaction - INFO - Best top1_acc is 0.3565 at 80 epoch. 2022-02-08 19:41:21,764 - mmaction - INFO - Epoch(val) [80][78] top1_acc: 0.3565, top5_acc: 0.6314, mean_class_accuracy: 0.3564 2022-02-08 19:43:46,257 - mmaction - INFO - Epoch [81][20/940] lr: 4.000e-01, eta: 2 days, 12:20:15, time: 7.222, data_time: 5.651, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5830, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.1441 2022-02-08 19:44:09,411 - mmaction - INFO - Epoch [81][40/940] lr: 4.000e-01, eta: 2 days, 12:19:42, time: 1.158, data_time: 0.045, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5801, loss_cls: 3.0898, loss: 3.0898, grad_norm: 1.1440 2022-02-08 19:44:32,483 - mmaction - INFO - Epoch [81][60/940] lr: 4.000e-01, eta: 2 days, 12:19:09, time: 1.154, data_time: 0.040, memory: 9497, top1_acc: 0.3354, top5_acc: 0.5951, loss_cls: 3.0401, loss: 3.0401, grad_norm: 1.1665 2022-02-08 19:44:55,614 - mmaction - INFO - Epoch [81][80/940] lr: 4.000e-01, eta: 2 days, 12:18:36, time: 1.156, data_time: 0.043, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5906, loss_cls: 3.0700, loss: 3.0700, grad_norm: 1.1675 2022-02-08 19:45:18,848 - mmaction - INFO - Epoch [81][100/940] lr: 4.000e-01, eta: 2 days, 12:18:03, time: 1.162, data_time: 0.042, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5725, loss_cls: 3.1272, loss: 3.1272, grad_norm: 1.1486 2022-02-08 19:45:42,105 - mmaction - INFO - Epoch [81][120/940] lr: 4.000e-01, eta: 2 days, 12:17:30, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.3379, top5_acc: 0.5883, loss_cls: 3.0807, loss: 3.0807, grad_norm: 1.1531 2022-02-08 19:46:05,451 - mmaction - INFO - Epoch [81][140/940] lr: 4.000e-01, eta: 2 days, 12:16:57, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.3352, top5_acc: 0.5836, loss_cls: 3.0688, loss: 3.0688, grad_norm: 1.1624 2022-02-08 19:46:28,679 - mmaction - INFO - Epoch [81][160/940] lr: 4.000e-01, eta: 2 days, 12:16:25, time: 1.162, data_time: 0.051, memory: 9497, top1_acc: 0.3178, top5_acc: 0.5732, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.1556 2022-02-08 19:46:52,094 - mmaction - INFO - Epoch [81][180/940] lr: 4.000e-01, eta: 2 days, 12:15:52, time: 1.170, data_time: 0.061, memory: 9497, top1_acc: 0.3330, top5_acc: 0.5797, loss_cls: 3.0650, loss: 3.0650, grad_norm: 1.1456 2022-02-08 19:47:15,413 - mmaction - INFO - Epoch [81][200/940] lr: 4.000e-01, eta: 2 days, 12:15:19, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.3090, top5_acc: 0.5764, loss_cls: 3.1305, loss: 3.1305, grad_norm: 1.1541 2022-02-08 19:47:38,735 - mmaction - INFO - Epoch [81][220/940] lr: 4.000e-01, eta: 2 days, 12:14:47, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5871, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.1300 2022-02-08 19:48:02,037 - mmaction - INFO - Epoch [81][240/940] lr: 4.000e-01, eta: 2 days, 12:14:14, time: 1.165, data_time: 0.054, memory: 9497, top1_acc: 0.3332, top5_acc: 0.5834, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.1601 2022-02-08 19:48:25,472 - mmaction - INFO - Epoch [81][260/940] lr: 4.000e-01, eta: 2 days, 12:13:42, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5857, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.1607 2022-02-08 19:48:48,784 - mmaction - INFO - Epoch [81][280/940] lr: 4.000e-01, eta: 2 days, 12:13:09, time: 1.166, data_time: 0.054, memory: 9497, top1_acc: 0.3105, top5_acc: 0.5674, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.1582 2022-02-08 19:49:12,163 - mmaction - INFO - Epoch [81][300/940] lr: 4.000e-01, eta: 2 days, 12:12:36, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5785, loss_cls: 3.1009, loss: 3.1009, grad_norm: 1.1375 2022-02-08 19:49:35,505 - mmaction - INFO - Epoch [81][320/940] lr: 4.000e-01, eta: 2 days, 12:12:04, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.3357, top5_acc: 0.5951, loss_cls: 3.0361, loss: 3.0361, grad_norm: 1.1394 2022-02-08 19:49:58,959 - mmaction - INFO - Epoch [81][340/940] lr: 4.000e-01, eta: 2 days, 12:11:31, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5799, loss_cls: 3.0633, loss: 3.0633, grad_norm: 1.1690 2022-02-08 19:50:22,403 - mmaction - INFO - Epoch [81][360/940] lr: 4.000e-01, eta: 2 days, 12:10:59, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5725, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.1375 2022-02-08 19:50:45,911 - mmaction - INFO - Epoch [81][380/940] lr: 4.000e-01, eta: 2 days, 12:10:27, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5768, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.1285 2022-02-08 19:51:09,314 - mmaction - INFO - Epoch [81][400/940] lr: 4.000e-01, eta: 2 days, 12:09:54, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3338, top5_acc: 0.5820, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.1457 2022-02-08 19:51:32,825 - mmaction - INFO - Epoch [81][420/940] lr: 4.000e-01, eta: 2 days, 12:09:22, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5838, loss_cls: 3.0512, loss: 3.0512, grad_norm: 1.1557 2022-02-08 19:51:56,230 - mmaction - INFO - Epoch [81][440/940] lr: 4.000e-01, eta: 2 days, 12:08:50, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5756, loss_cls: 3.1035, loss: 3.1035, grad_norm: 1.1574 2022-02-08 19:52:19,734 - mmaction - INFO - Epoch [81][460/940] lr: 4.000e-01, eta: 2 days, 12:08:17, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5795, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.1356 2022-02-08 19:52:43,210 - mmaction - INFO - Epoch [81][480/940] lr: 4.000e-01, eta: 2 days, 12:07:45, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5846, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.1318 2022-02-08 19:53:06,617 - mmaction - INFO - Epoch [81][500/940] lr: 4.000e-01, eta: 2 days, 12:07:13, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.3174, top5_acc: 0.5826, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.1564 2022-02-08 19:53:30,011 - mmaction - INFO - Epoch [81][520/940] lr: 4.000e-01, eta: 2 days, 12:06:40, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3338, top5_acc: 0.5850, loss_cls: 3.0504, loss: 3.0504, grad_norm: 1.1212 2022-02-08 19:53:53,527 - mmaction - INFO - Epoch [81][540/940] lr: 4.000e-01, eta: 2 days, 12:06:08, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5857, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.1524 2022-02-08 19:54:17,160 - mmaction - INFO - Epoch [81][560/940] lr: 4.000e-01, eta: 2 days, 12:05:36, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.3334, top5_acc: 0.5881, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.1483 2022-02-08 19:54:40,595 - mmaction - INFO - Epoch [81][580/940] lr: 4.000e-01, eta: 2 days, 12:05:04, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5629, loss_cls: 3.1404, loss: 3.1404, grad_norm: 1.1264 2022-02-08 19:55:04,124 - mmaction - INFO - Epoch [81][600/940] lr: 4.000e-01, eta: 2 days, 12:04:32, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5809, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.1399 2022-02-08 19:55:27,550 - mmaction - INFO - Epoch [81][620/940] lr: 4.000e-01, eta: 2 days, 12:03:59, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5814, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.1236 2022-02-08 19:55:51,023 - mmaction - INFO - Epoch [81][640/940] lr: 4.000e-01, eta: 2 days, 12:03:27, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3379, top5_acc: 0.5813, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.1100 2022-02-08 19:56:14,482 - mmaction - INFO - Epoch [81][660/940] lr: 4.000e-01, eta: 2 days, 12:02:55, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.3334, top5_acc: 0.5852, loss_cls: 3.0498, loss: 3.0498, grad_norm: 1.1338 2022-02-08 19:56:37,819 - mmaction - INFO - Epoch [81][680/940] lr: 4.000e-01, eta: 2 days, 12:02:22, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5807, loss_cls: 3.1038, loss: 3.1038, grad_norm: 1.1363 2022-02-08 19:57:01,180 - mmaction - INFO - Epoch [81][700/940] lr: 4.000e-01, eta: 2 days, 12:01:50, time: 1.168, data_time: 0.058, memory: 9497, top1_acc: 0.3490, top5_acc: 0.5982, loss_cls: 3.0229, loss: 3.0229, grad_norm: 1.1462 2022-02-08 19:57:24,739 - mmaction - INFO - Epoch [81][720/940] lr: 4.000e-01, eta: 2 days, 12:01:18, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5711, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.1722 2022-02-08 19:57:48,345 - mmaction - INFO - Epoch [81][740/940] lr: 4.000e-01, eta: 2 days, 12:00:46, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.3354, top5_acc: 0.5824, loss_cls: 3.0843, loss: 3.0843, grad_norm: 1.1532 2022-02-08 19:58:11,844 - mmaction - INFO - Epoch [81][760/940] lr: 4.000e-01, eta: 2 days, 12:00:14, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5711, loss_cls: 3.1081, loss: 3.1081, grad_norm: 1.1465 2022-02-08 19:58:35,295 - mmaction - INFO - Epoch [81][780/940] lr: 4.000e-01, eta: 2 days, 11:59:41, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5797, loss_cls: 3.0965, loss: 3.0965, grad_norm: 1.1517 2022-02-08 19:58:58,825 - mmaction - INFO - Epoch [81][800/940] lr: 4.000e-01, eta: 2 days, 11:59:09, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5660, loss_cls: 3.1478, loss: 3.1478, grad_norm: 1.1596 2022-02-08 19:59:22,395 - mmaction - INFO - Epoch [81][820/940] lr: 4.000e-01, eta: 2 days, 11:58:37, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5959, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.1419 2022-02-08 19:59:45,920 - mmaction - INFO - Epoch [81][840/940] lr: 4.000e-01, eta: 2 days, 11:58:05, time: 1.176, data_time: 0.045, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5766, loss_cls: 3.1206, loss: 3.1206, grad_norm: 1.1630 2022-02-08 20:00:10,408 - mmaction - INFO - Epoch [81][860/940] lr: 4.000e-01, eta: 2 days, 11:57:35, time: 1.223, data_time: 0.054, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5668, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.1292 2022-02-08 20:00:34,195 - mmaction - INFO - Epoch [81][880/940] lr: 4.000e-01, eta: 2 days, 11:57:04, time: 1.191, data_time: 0.076, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5859, loss_cls: 3.0747, loss: 3.0747, grad_norm: 1.1481 2022-02-08 20:00:57,734 - mmaction - INFO - Epoch [81][900/940] lr: 4.000e-01, eta: 2 days, 11:56:32, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5801, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.1312 2022-02-08 20:01:21,303 - mmaction - INFO - Epoch [81][920/940] lr: 4.000e-01, eta: 2 days, 11:56:00, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.3338, top5_acc: 0.5836, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.1494 2022-02-08 20:01:43,656 - mmaction - INFO - Epoch [81][940/940] lr: 4.000e-01, eta: 2 days, 11:55:25, time: 1.117, data_time: 0.054, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5854, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.1496 2022-02-08 20:04:42,255 - mmaction - INFO - Epoch [82][20/940] lr: 4.000e-01, eta: 2 days, 12:00:14, time: 8.606, data_time: 6.876, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.1394 2022-02-08 20:05:05,240 - mmaction - INFO - Epoch [82][40/940] lr: 4.000e-01, eta: 2 days, 11:59:40, time: 1.149, data_time: 0.052, memory: 9497, top1_acc: 0.3395, top5_acc: 0.5877, loss_cls: 3.0424, loss: 3.0424, grad_norm: 1.1418 2022-02-08 20:05:28,339 - mmaction - INFO - Epoch [82][60/940] lr: 4.000e-01, eta: 2 days, 11:59:07, time: 1.155, data_time: 0.041, memory: 9497, top1_acc: 0.3381, top5_acc: 0.5803, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.1340 2022-02-08 20:05:51,571 - mmaction - INFO - Epoch [82][80/940] lr: 4.000e-01, eta: 2 days, 11:58:35, time: 1.162, data_time: 0.048, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5732, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.1646 2022-02-08 20:06:14,900 - mmaction - INFO - Epoch [82][100/940] lr: 4.000e-01, eta: 2 days, 11:58:02, time: 1.166, data_time: 0.045, memory: 9497, top1_acc: 0.3363, top5_acc: 0.5865, loss_cls: 3.0539, loss: 3.0539, grad_norm: 1.1175 2022-02-08 20:06:38,223 - mmaction - INFO - Epoch [82][120/940] lr: 4.000e-01, eta: 2 days, 11:57:29, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.3143, top5_acc: 0.5682, loss_cls: 3.1273, loss: 3.1273, grad_norm: 1.1346 2022-02-08 20:07:01,587 - mmaction - INFO - Epoch [82][140/940] lr: 4.000e-01, eta: 2 days, 11:56:57, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5773, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.1382 2022-02-08 20:07:24,959 - mmaction - INFO - Epoch [82][160/940] lr: 4.000e-01, eta: 2 days, 11:56:24, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5781, loss_cls: 3.1021, loss: 3.1021, grad_norm: 1.1316 2022-02-08 20:07:48,289 - mmaction - INFO - Epoch [82][180/940] lr: 4.000e-01, eta: 2 days, 11:55:52, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5773, loss_cls: 3.0559, loss: 3.0559, grad_norm: 1.1519 2022-02-08 20:08:11,601 - mmaction - INFO - Epoch [82][200/940] lr: 4.000e-01, eta: 2 days, 11:55:19, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5668, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.1376 2022-02-08 20:08:34,981 - mmaction - INFO - Epoch [82][220/940] lr: 4.000e-01, eta: 2 days, 11:54:47, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.3357, top5_acc: 0.5902, loss_cls: 3.0167, loss: 3.0167, grad_norm: 1.1578 2022-02-08 20:08:58,417 - mmaction - INFO - Epoch [82][240/940] lr: 4.000e-01, eta: 2 days, 11:54:14, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3377, top5_acc: 0.5900, loss_cls: 3.0374, loss: 3.0374, grad_norm: 1.1284 2022-02-08 20:09:21,760 - mmaction - INFO - Epoch [82][260/940] lr: 4.000e-01, eta: 2 days, 11:53:42, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5717, loss_cls: 3.0940, loss: 3.0940, grad_norm: 1.1311 2022-02-08 20:09:45,193 - mmaction - INFO - Epoch [82][280/940] lr: 4.000e-01, eta: 2 days, 11:53:10, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5729, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.1646 2022-02-08 20:10:08,758 - mmaction - INFO - Epoch [82][300/940] lr: 4.000e-01, eta: 2 days, 11:52:38, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5791, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.1493 2022-02-08 20:10:32,297 - mmaction - INFO - Epoch [82][320/940] lr: 4.000e-01, eta: 2 days, 11:52:05, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3367, top5_acc: 0.5877, loss_cls: 3.0439, loss: 3.0439, grad_norm: 1.1331 2022-02-08 20:10:55,632 - mmaction - INFO - Epoch [82][340/940] lr: 4.000e-01, eta: 2 days, 11:51:33, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5783, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.1770 2022-02-08 20:11:19,169 - mmaction - INFO - Epoch [82][360/940] lr: 4.000e-01, eta: 2 days, 11:51:01, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5842, loss_cls: 3.0534, loss: 3.0534, grad_norm: 1.1589 2022-02-08 20:11:42,560 - mmaction - INFO - Epoch [82][380/940] lr: 4.000e-01, eta: 2 days, 11:50:28, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5771, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.1474 2022-02-08 20:12:06,101 - mmaction - INFO - Epoch [82][400/940] lr: 4.000e-01, eta: 2 days, 11:49:56, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5729, loss_cls: 3.1080, loss: 3.1080, grad_norm: 1.1535 2022-02-08 20:12:29,522 - mmaction - INFO - Epoch [82][420/940] lr: 4.000e-01, eta: 2 days, 11:49:24, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5738, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.1714 2022-02-08 20:12:52,877 - mmaction - INFO - Epoch [82][440/940] lr: 4.000e-01, eta: 2 days, 11:48:52, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5732, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.1484 2022-02-08 20:13:16,266 - mmaction - INFO - Epoch [82][460/940] lr: 4.000e-01, eta: 2 days, 11:48:19, time: 1.169, data_time: 0.062, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5787, loss_cls: 3.0786, loss: 3.0786, grad_norm: 1.1536 2022-02-08 20:13:39,760 - mmaction - INFO - Epoch [82][480/940] lr: 4.000e-01, eta: 2 days, 11:47:47, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5832, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.1728 2022-02-08 20:14:03,199 - mmaction - INFO - Epoch [82][500/940] lr: 4.000e-01, eta: 2 days, 11:47:15, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5746, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.1331 2022-02-08 20:14:26,721 - mmaction - INFO - Epoch [82][520/940] lr: 4.000e-01, eta: 2 days, 11:46:43, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5779, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.1273 2022-02-08 20:14:50,204 - mmaction - INFO - Epoch [82][540/940] lr: 4.000e-01, eta: 2 days, 11:46:11, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5877, loss_cls: 3.0507, loss: 3.0507, grad_norm: 1.1612 2022-02-08 20:15:13,739 - mmaction - INFO - Epoch [82][560/940] lr: 4.000e-01, eta: 2 days, 11:45:39, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5799, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.1607 2022-02-08 20:15:37,280 - mmaction - INFO - Epoch [82][580/940] lr: 4.000e-01, eta: 2 days, 11:45:06, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5785, loss_cls: 3.0919, loss: 3.0919, grad_norm: 1.1404 2022-02-08 20:16:00,845 - mmaction - INFO - Epoch [82][600/940] lr: 4.000e-01, eta: 2 days, 11:44:35, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5748, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.1614 2022-02-08 20:16:24,391 - mmaction - INFO - Epoch [82][620/940] lr: 4.000e-01, eta: 2 days, 11:44:03, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5744, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.1630 2022-02-08 20:16:47,857 - mmaction - INFO - Epoch [82][640/940] lr: 4.000e-01, eta: 2 days, 11:43:30, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5754, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.1538 2022-02-08 20:17:11,297 - mmaction - INFO - Epoch [82][660/940] lr: 4.000e-01, eta: 2 days, 11:42:58, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5754, loss_cls: 3.1312, loss: 3.1312, grad_norm: 1.1461 2022-02-08 20:17:34,840 - mmaction - INFO - Epoch [82][680/940] lr: 4.000e-01, eta: 2 days, 11:42:26, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3395, top5_acc: 0.5941, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.1350 2022-02-08 20:17:58,362 - mmaction - INFO - Epoch [82][700/940] lr: 4.000e-01, eta: 2 days, 11:41:54, time: 1.176, data_time: 0.072, memory: 9497, top1_acc: 0.3352, top5_acc: 0.5980, loss_cls: 3.0194, loss: 3.0194, grad_norm: 1.1641 2022-02-08 20:18:21,741 - mmaction - INFO - Epoch [82][720/940] lr: 4.000e-01, eta: 2 days, 11:41:22, time: 1.169, data_time: 0.059, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5836, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.1618 2022-02-08 20:18:45,180 - mmaction - INFO - Epoch [82][740/940] lr: 4.000e-01, eta: 2 days, 11:40:50, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5750, loss_cls: 3.1207, loss: 3.1207, grad_norm: 1.1832 2022-02-08 20:19:08,658 - mmaction - INFO - Epoch [82][760/940] lr: 4.000e-01, eta: 2 days, 11:40:17, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5887, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.1627 2022-02-08 20:19:32,247 - mmaction - INFO - Epoch [82][780/940] lr: 4.000e-01, eta: 2 days, 11:39:46, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5717, loss_cls: 3.1061, loss: 3.1061, grad_norm: 1.1323 2022-02-08 20:19:55,820 - mmaction - INFO - Epoch [82][800/940] lr: 4.000e-01, eta: 2 days, 11:39:14, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5705, loss_cls: 3.1268, loss: 3.1268, grad_norm: 1.1567 2022-02-08 20:20:19,311 - mmaction - INFO - Epoch [82][820/940] lr: 4.000e-01, eta: 2 days, 11:38:42, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5869, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.1453 2022-02-08 20:20:42,690 - mmaction - INFO - Epoch [82][840/940] lr: 4.000e-01, eta: 2 days, 11:38:09, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5773, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.1415 2022-02-08 20:21:05,976 - mmaction - INFO - Epoch [82][860/940] lr: 4.000e-01, eta: 2 days, 11:37:37, time: 1.165, data_time: 0.063, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5770, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.1690 2022-02-08 20:21:29,544 - mmaction - INFO - Epoch [82][880/940] lr: 4.000e-01, eta: 2 days, 11:37:05, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.3359, top5_acc: 0.5848, loss_cls: 3.0964, loss: 3.0964, grad_norm: 1.1694 2022-02-08 20:21:52,981 - mmaction - INFO - Epoch [82][900/940] lr: 4.000e-01, eta: 2 days, 11:36:33, time: 1.172, data_time: 0.062, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5867, loss_cls: 3.0819, loss: 3.0819, grad_norm: 1.1392 2022-02-08 20:22:16,436 - mmaction - INFO - Epoch [82][920/940] lr: 4.000e-01, eta: 2 days, 11:36:01, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5736, loss_cls: 3.1094, loss: 3.1094, grad_norm: 1.1486 2022-02-08 20:22:38,760 - mmaction - INFO - Epoch [82][940/940] lr: 4.000e-01, eta: 2 days, 11:35:26, time: 1.116, data_time: 0.064, memory: 9497, top1_acc: 0.3222, top5_acc: 0.5771, loss_cls: 3.1120, loss: 3.1120, grad_norm: 1.1598 2022-02-08 20:25:15,437 - mmaction - INFO - Epoch [83][20/940] lr: 4.000e-01, eta: 2 days, 11:39:31, time: 7.709, data_time: 6.511, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5723, loss_cls: 3.1269, loss: 3.1269, grad_norm: 1.1365 2022-02-08 20:25:38,288 - mmaction - INFO - Epoch [83][40/940] lr: 4.000e-01, eta: 2 days, 11:38:58, time: 1.143, data_time: 0.045, memory: 9497, top1_acc: 0.3451, top5_acc: 0.5908, loss_cls: 3.0075, loss: 3.0075, grad_norm: 1.1254 2022-02-08 20:26:01,422 - mmaction - INFO - Epoch [83][60/940] lr: 4.000e-01, eta: 2 days, 11:38:25, time: 1.156, data_time: 0.040, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5809, loss_cls: 3.0898, loss: 3.0898, grad_norm: 1.1575 2022-02-08 20:26:24,625 - mmaction - INFO - Epoch [83][80/940] lr: 4.000e-01, eta: 2 days, 11:37:52, time: 1.160, data_time: 0.049, memory: 9497, top1_acc: 0.3330, top5_acc: 0.5889, loss_cls: 3.0531, loss: 3.0531, grad_norm: 1.1326 2022-02-08 20:26:47,897 - mmaction - INFO - Epoch [83][100/940] lr: 4.000e-01, eta: 2 days, 11:37:19, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5836, loss_cls: 3.0534, loss: 3.0534, grad_norm: 1.1577 2022-02-08 20:27:11,066 - mmaction - INFO - Epoch [83][120/940] lr: 4.000e-01, eta: 2 days, 11:36:47, time: 1.159, data_time: 0.048, memory: 9497, top1_acc: 0.3365, top5_acc: 0.5896, loss_cls: 3.0321, loss: 3.0321, grad_norm: 1.1520 2022-02-08 20:27:34,349 - mmaction - INFO - Epoch [83][140/940] lr: 4.000e-01, eta: 2 days, 11:36:14, time: 1.163, data_time: 0.048, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5914, loss_cls: 3.0396, loss: 3.0396, grad_norm: 1.1323 2022-02-08 20:27:57,670 - mmaction - INFO - Epoch [83][160/940] lr: 4.000e-01, eta: 2 days, 11:35:42, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5834, loss_cls: 3.0547, loss: 3.0547, grad_norm: 1.1887 2022-02-08 20:28:20,935 - mmaction - INFO - Epoch [83][180/940] lr: 4.000e-01, eta: 2 days, 11:35:09, time: 1.162, data_time: 0.050, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5754, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.1686 2022-02-08 20:28:44,246 - mmaction - INFO - Epoch [83][200/940] lr: 4.000e-01, eta: 2 days, 11:34:36, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5752, loss_cls: 3.0926, loss: 3.0926, grad_norm: 1.1561 2022-02-08 20:29:07,643 - mmaction - INFO - Epoch [83][220/940] lr: 4.000e-01, eta: 2 days, 11:34:04, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5633, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.1432 2022-02-08 20:29:31,042 - mmaction - INFO - Epoch [83][240/940] lr: 4.000e-01, eta: 2 days, 11:33:32, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.3449, top5_acc: 0.5902, loss_cls: 3.0524, loss: 3.0524, grad_norm: 1.1478 2022-02-08 20:29:54,398 - mmaction - INFO - Epoch [83][260/940] lr: 4.000e-01, eta: 2 days, 11:32:59, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5650, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.1689 2022-02-08 20:30:17,852 - mmaction - INFO - Epoch [83][280/940] lr: 4.000e-01, eta: 2 days, 11:32:27, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5814, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.1352 2022-02-08 20:30:41,291 - mmaction - INFO - Epoch [83][300/940] lr: 4.000e-01, eta: 2 days, 11:31:55, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3428, top5_acc: 0.5965, loss_cls: 3.0146, loss: 3.0146, grad_norm: 1.1608 2022-02-08 20:31:04,729 - mmaction - INFO - Epoch [83][320/940] lr: 4.000e-01, eta: 2 days, 11:31:23, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5785, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.1342 2022-02-08 20:31:28,067 - mmaction - INFO - Epoch [83][340/940] lr: 4.000e-01, eta: 2 days, 11:30:51, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.3371, top5_acc: 0.5889, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.1888 2022-02-08 20:31:51,567 - mmaction - INFO - Epoch [83][360/940] lr: 4.000e-01, eta: 2 days, 11:30:18, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5816, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.1464 2022-02-08 20:32:15,119 - mmaction - INFO - Epoch [83][380/940] lr: 4.000e-01, eta: 2 days, 11:29:47, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5779, loss_cls: 3.1142, loss: 3.1142, grad_norm: 1.1427 2022-02-08 20:32:38,545 - mmaction - INFO - Epoch [83][400/940] lr: 4.000e-01, eta: 2 days, 11:29:14, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5871, loss_cls: 3.0479, loss: 3.0479, grad_norm: 1.1374 2022-02-08 20:33:01,915 - mmaction - INFO - Epoch [83][420/940] lr: 4.000e-01, eta: 2 days, 11:28:42, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.3367, top5_acc: 0.5834, loss_cls: 3.0735, loss: 3.0735, grad_norm: 1.1681 2022-02-08 20:33:25,416 - mmaction - INFO - Epoch [83][440/940] lr: 4.000e-01, eta: 2 days, 11:28:10, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3152, top5_acc: 0.5760, loss_cls: 3.1161, loss: 3.1161, grad_norm: 1.1295 2022-02-08 20:33:48,955 - mmaction - INFO - Epoch [83][460/940] lr: 4.000e-01, eta: 2 days, 11:27:38, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5756, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.1673 2022-02-08 20:34:12,454 - mmaction - INFO - Epoch [83][480/940] lr: 4.000e-01, eta: 2 days, 11:27:06, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3334, top5_acc: 0.5768, loss_cls: 3.1118, loss: 3.1118, grad_norm: 1.1391 2022-02-08 20:34:36,199 - mmaction - INFO - Epoch [83][500/940] lr: 4.000e-01, eta: 2 days, 11:26:34, time: 1.187, data_time: 0.064, memory: 9497, top1_acc: 0.3396, top5_acc: 0.5887, loss_cls: 3.0408, loss: 3.0408, grad_norm: 1.1419 2022-02-08 20:34:59,704 - mmaction - INFO - Epoch [83][520/940] lr: 4.000e-01, eta: 2 days, 11:26:02, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5734, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.1405 2022-02-08 20:35:23,193 - mmaction - INFO - Epoch [83][540/940] lr: 4.000e-01, eta: 2 days, 11:25:30, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5707, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.1373 2022-02-08 20:35:46,736 - mmaction - INFO - Epoch [83][560/940] lr: 4.000e-01, eta: 2 days, 11:24:59, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.3408, top5_acc: 0.5938, loss_cls: 3.0456, loss: 3.0456, grad_norm: 1.1518 2022-02-08 20:36:10,238 - mmaction - INFO - Epoch [83][580/940] lr: 4.000e-01, eta: 2 days, 11:24:27, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.3355, top5_acc: 0.5824, loss_cls: 3.0675, loss: 3.0675, grad_norm: 1.1424 2022-02-08 20:36:33,833 - mmaction - INFO - Epoch [83][600/940] lr: 4.000e-01, eta: 2 days, 11:23:55, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5773, loss_cls: 3.1085, loss: 3.1085, grad_norm: 1.1463 2022-02-08 20:36:57,331 - mmaction - INFO - Epoch [83][620/940] lr: 4.000e-01, eta: 2 days, 11:23:23, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5689, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.1419 2022-02-08 20:37:20,829 - mmaction - INFO - Epoch [83][640/940] lr: 4.000e-01, eta: 2 days, 11:22:51, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3398, top5_acc: 0.5840, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.1302 2022-02-08 20:37:44,348 - mmaction - INFO - Epoch [83][660/940] lr: 4.000e-01, eta: 2 days, 11:22:19, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5730, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.1825 2022-02-08 20:38:07,873 - mmaction - INFO - Epoch [83][680/940] lr: 4.000e-01, eta: 2 days, 11:21:47, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5734, loss_cls: 3.1333, loss: 3.1333, grad_norm: 1.1187 2022-02-08 20:38:31,488 - mmaction - INFO - Epoch [83][700/940] lr: 4.000e-01, eta: 2 days, 11:21:15, time: 1.180, data_time: 0.063, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5887, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.1542 2022-02-08 20:38:54,969 - mmaction - INFO - Epoch [83][720/940] lr: 4.000e-01, eta: 2 days, 11:20:43, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5768, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.1367 2022-02-08 20:39:18,675 - mmaction - INFO - Epoch [83][740/940] lr: 4.000e-01, eta: 2 days, 11:20:12, time: 1.186, data_time: 0.057, memory: 9497, top1_acc: 0.3404, top5_acc: 0.5965, loss_cls: 2.9962, loss: 2.9962, grad_norm: 1.1265 2022-02-08 20:39:42,206 - mmaction - INFO - Epoch [83][760/940] lr: 4.000e-01, eta: 2 days, 11:19:40, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5830, loss_cls: 3.0601, loss: 3.0601, grad_norm: 1.1455 2022-02-08 20:40:06,273 - mmaction - INFO - Epoch [83][780/940] lr: 4.000e-01, eta: 2 days, 11:19:09, time: 1.204, data_time: 0.059, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5803, loss_cls: 3.1002, loss: 3.1002, grad_norm: 1.1462 2022-02-08 20:40:29,895 - mmaction - INFO - Epoch [83][800/940] lr: 4.000e-01, eta: 2 days, 11:18:37, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5793, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.1418 2022-02-08 20:40:53,372 - mmaction - INFO - Epoch [83][820/940] lr: 4.000e-01, eta: 2 days, 11:18:05, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5748, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.1496 2022-02-08 20:41:16,888 - mmaction - INFO - Epoch [83][840/940] lr: 4.000e-01, eta: 2 days, 11:17:33, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5877, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.1430 2022-02-08 20:41:40,397 - mmaction - INFO - Epoch [83][860/940] lr: 4.000e-01, eta: 2 days, 11:17:01, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5650, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.1331 2022-02-08 20:42:03,875 - mmaction - INFO - Epoch [83][880/940] lr: 4.000e-01, eta: 2 days, 11:16:29, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5801, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.1272 2022-02-08 20:42:27,492 - mmaction - INFO - Epoch [83][900/940] lr: 4.000e-01, eta: 2 days, 11:15:58, time: 1.182, data_time: 0.060, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5785, loss_cls: 3.1187, loss: 3.1187, grad_norm: 1.1818 2022-02-08 20:42:51,108 - mmaction - INFO - Epoch [83][920/940] lr: 4.000e-01, eta: 2 days, 11:15:26, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5777, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.1417 2022-02-08 20:43:13,501 - mmaction - INFO - Epoch [83][940/940] lr: 4.000e-01, eta: 2 days, 11:14:52, time: 1.120, data_time: 0.060, memory: 9497, top1_acc: 0.3233, top5_acc: 0.5728, loss_cls: 3.1156, loss: 3.1156, grad_norm: 1.1401 2022-02-08 20:46:36,574 - mmaction - INFO - Epoch [84][20/940] lr: 4.000e-01, eta: 2 days, 11:20:11, time: 9.598, data_time: 8.245, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5723, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.2035 2022-02-08 20:46:59,710 - mmaction - INFO - Epoch [84][40/940] lr: 4.000e-01, eta: 2 days, 11:19:38, time: 1.157, data_time: 0.045, memory: 9497, top1_acc: 0.3367, top5_acc: 0.5928, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.1441 2022-02-08 20:47:22,853 - mmaction - INFO - Epoch [84][60/940] lr: 4.000e-01, eta: 2 days, 11:19:05, time: 1.158, data_time: 0.047, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5852, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.1488 2022-02-08 20:47:46,115 - mmaction - INFO - Epoch [84][80/940] lr: 4.000e-01, eta: 2 days, 11:18:33, time: 1.162, data_time: 0.047, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5750, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.1509 2022-02-08 20:48:09,309 - mmaction - INFO - Epoch [84][100/940] lr: 4.000e-01, eta: 2 days, 11:18:00, time: 1.159, data_time: 0.051, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5744, loss_cls: 3.1087, loss: 3.1087, grad_norm: 1.1413 2022-02-08 20:48:32,610 - mmaction - INFO - Epoch [84][120/940] lr: 4.000e-01, eta: 2 days, 11:17:27, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.3395, top5_acc: 0.6016, loss_cls: 3.0061, loss: 3.0061, grad_norm: 1.1581 2022-02-08 20:48:55,931 - mmaction - INFO - Epoch [84][140/940] lr: 4.000e-01, eta: 2 days, 11:16:55, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5830, loss_cls: 3.0755, loss: 3.0755, grad_norm: 1.1643 2022-02-08 20:49:19,256 - mmaction - INFO - Epoch [84][160/940] lr: 4.000e-01, eta: 2 days, 11:16:23, time: 1.167, data_time: 0.045, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5705, loss_cls: 3.1175, loss: 3.1175, grad_norm: 1.1607 2022-02-08 20:49:42,595 - mmaction - INFO - Epoch [84][180/940] lr: 4.000e-01, eta: 2 days, 11:15:50, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5732, loss_cls: 3.1673, loss: 3.1673, grad_norm: 1.1505 2022-02-08 20:50:06,027 - mmaction - INFO - Epoch [84][200/940] lr: 4.000e-01, eta: 2 days, 11:15:18, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5844, loss_cls: 3.0792, loss: 3.0792, grad_norm: 1.1326 2022-02-08 20:50:29,395 - mmaction - INFO - Epoch [84][220/940] lr: 4.000e-01, eta: 2 days, 11:14:46, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5941, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.1580 2022-02-08 20:50:52,798 - mmaction - INFO - Epoch [84][240/940] lr: 4.000e-01, eta: 2 days, 11:14:14, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3316, top5_acc: 0.5863, loss_cls: 3.0761, loss: 3.0761, grad_norm: 1.1426 2022-02-08 20:51:16,129 - mmaction - INFO - Epoch [84][260/940] lr: 4.000e-01, eta: 2 days, 11:13:41, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5787, loss_cls: 3.0913, loss: 3.0913, grad_norm: 1.1442 2022-02-08 20:51:39,511 - mmaction - INFO - Epoch [84][280/940] lr: 4.000e-01, eta: 2 days, 11:13:09, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5746, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.1628 2022-02-08 20:52:02,958 - mmaction - INFO - Epoch [84][300/940] lr: 4.000e-01, eta: 2 days, 11:12:37, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5836, loss_cls: 3.0811, loss: 3.0811, grad_norm: 1.1195 2022-02-08 20:52:26,368 - mmaction - INFO - Epoch [84][320/940] lr: 4.000e-01, eta: 2 days, 11:12:05, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5828, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.1601 2022-02-08 20:52:50,029 - mmaction - INFO - Epoch [84][340/940] lr: 4.000e-01, eta: 2 days, 11:11:33, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.3113, top5_acc: 0.5689, loss_cls: 3.1208, loss: 3.1208, grad_norm: 1.1276 2022-02-08 20:53:13,609 - mmaction - INFO - Epoch [84][360/940] lr: 4.000e-01, eta: 2 days, 11:11:01, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5861, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.1699 2022-02-08 20:53:37,229 - mmaction - INFO - Epoch [84][380/940] lr: 4.000e-01, eta: 2 days, 11:10:30, time: 1.181, data_time: 0.049, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5850, loss_cls: 3.0708, loss: 3.0708, grad_norm: 1.1687 2022-02-08 20:54:00,730 - mmaction - INFO - Epoch [84][400/940] lr: 4.000e-01, eta: 2 days, 11:09:58, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5725, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.1584 2022-02-08 20:54:24,125 - mmaction - INFO - Epoch [84][420/940] lr: 4.000e-01, eta: 2 days, 11:09:25, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5734, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.1423 2022-02-08 20:54:47,530 - mmaction - INFO - Epoch [84][440/940] lr: 4.000e-01, eta: 2 days, 11:08:53, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5717, loss_cls: 3.1197, loss: 3.1197, grad_norm: 1.1360 2022-02-08 20:55:10,969 - mmaction - INFO - Epoch [84][460/940] lr: 4.000e-01, eta: 2 days, 11:08:21, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5953, loss_cls: 3.0205, loss: 3.0205, grad_norm: 1.1445 2022-02-08 20:55:34,471 - mmaction - INFO - Epoch [84][480/940] lr: 4.000e-01, eta: 2 days, 11:07:49, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5676, loss_cls: 3.1118, loss: 3.1118, grad_norm: 1.1542 2022-02-08 20:55:58,022 - mmaction - INFO - Epoch [84][500/940] lr: 4.000e-01, eta: 2 days, 11:07:17, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5699, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.1602 2022-02-08 20:56:21,557 - mmaction - INFO - Epoch [84][520/940] lr: 4.000e-01, eta: 2 days, 11:06:46, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.3334, top5_acc: 0.5869, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.1564 2022-02-08 20:56:45,101 - mmaction - INFO - Epoch [84][540/940] lr: 4.000e-01, eta: 2 days, 11:06:14, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5820, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.1428 2022-02-08 20:57:08,569 - mmaction - INFO - Epoch [84][560/940] lr: 4.000e-01, eta: 2 days, 11:05:42, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5824, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.1297 2022-02-08 20:57:32,029 - mmaction - INFO - Epoch [84][580/940] lr: 4.000e-01, eta: 2 days, 11:05:10, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.3299, top5_acc: 0.5840, loss_cls: 3.0273, loss: 3.0273, grad_norm: 1.1460 2022-02-08 20:57:55,642 - mmaction - INFO - Epoch [84][600/940] lr: 4.000e-01, eta: 2 days, 11:04:38, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5766, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.1518 2022-02-08 20:58:19,005 - mmaction - INFO - Epoch [84][620/940] lr: 4.000e-01, eta: 2 days, 11:04:06, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5729, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.1489 2022-02-08 20:58:42,562 - mmaction - INFO - Epoch [84][640/940] lr: 4.000e-01, eta: 2 days, 11:03:34, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5855, loss_cls: 3.0855, loss: 3.0855, grad_norm: 1.1621 2022-02-08 20:59:05,957 - mmaction - INFO - Epoch [84][660/940] lr: 4.000e-01, eta: 2 days, 11:03:02, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5760, loss_cls: 3.1098, loss: 3.1098, grad_norm: 1.1341 2022-02-08 20:59:29,443 - mmaction - INFO - Epoch [84][680/940] lr: 4.000e-01, eta: 2 days, 11:02:30, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5834, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.1334 2022-02-08 20:59:52,904 - mmaction - INFO - Epoch [84][700/940] lr: 4.000e-01, eta: 2 days, 11:01:58, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5879, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.1627 2022-02-08 21:00:16,380 - mmaction - INFO - Epoch [84][720/940] lr: 4.000e-01, eta: 2 days, 11:01:26, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5785, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.1736 2022-02-08 21:00:39,888 - mmaction - INFO - Epoch [84][740/940] lr: 4.000e-01, eta: 2 days, 11:00:54, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.3139, top5_acc: 0.5787, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.1368 2022-02-08 21:01:03,409 - mmaction - INFO - Epoch [84][760/940] lr: 4.000e-01, eta: 2 days, 11:00:22, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5799, loss_cls: 3.0818, loss: 3.0818, grad_norm: 1.1314 2022-02-08 21:01:26,864 - mmaction - INFO - Epoch [84][780/940] lr: 4.000e-01, eta: 2 days, 10:59:50, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3398, top5_acc: 0.5918, loss_cls: 3.0105, loss: 3.0105, grad_norm: 1.1543 2022-02-08 21:01:50,304 - mmaction - INFO - Epoch [84][800/940] lr: 4.000e-01, eta: 2 days, 10:59:18, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5881, loss_cls: 3.0940, loss: 3.0940, grad_norm: 1.1414 2022-02-08 21:02:13,761 - mmaction - INFO - Epoch [84][820/940] lr: 4.000e-01, eta: 2 days, 10:58:46, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5838, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.1398 2022-02-08 21:02:37,208 - mmaction - INFO - Epoch [84][840/940] lr: 4.000e-01, eta: 2 days, 10:58:14, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5734, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.1560 2022-02-08 21:03:00,839 - mmaction - INFO - Epoch [84][860/940] lr: 4.000e-01, eta: 2 days, 10:57:43, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5678, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.1121 2022-02-08 21:03:24,268 - mmaction - INFO - Epoch [84][880/940] lr: 4.000e-01, eta: 2 days, 10:57:11, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3348, top5_acc: 0.5920, loss_cls: 3.0412, loss: 3.0412, grad_norm: 1.1559 2022-02-08 21:03:47,664 - mmaction - INFO - Epoch [84][900/940] lr: 4.000e-01, eta: 2 days, 10:56:39, time: 1.169, data_time: 0.061, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5768, loss_cls: 3.1136, loss: 3.1136, grad_norm: 1.1329 2022-02-08 21:04:11,138 - mmaction - INFO - Epoch [84][920/940] lr: 4.000e-01, eta: 2 days, 10:56:07, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5848, loss_cls: 3.0732, loss: 3.0732, grad_norm: 1.1498 2022-02-08 21:04:33,467 - mmaction - INFO - Epoch [84][940/940] lr: 4.000e-01, eta: 2 days, 10:55:32, time: 1.117, data_time: 0.058, memory: 9497, top1_acc: 0.3222, top5_acc: 0.5759, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.1883 2022-02-08 21:07:15,373 - mmaction - INFO - Epoch [85][20/940] lr: 4.000e-01, eta: 2 days, 10:59:39, time: 7.979, data_time: 6.010, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5656, loss_cls: 3.1500, loss: 3.1500, grad_norm: 1.1666 2022-02-08 21:07:38,501 - mmaction - INFO - Epoch [85][40/940] lr: 4.000e-01, eta: 2 days, 10:59:06, time: 1.156, data_time: 0.047, memory: 9497, top1_acc: 0.3348, top5_acc: 0.5891, loss_cls: 3.0571, loss: 3.0571, grad_norm: 1.1467 2022-02-08 21:08:01,767 - mmaction - INFO - Epoch [85][60/940] lr: 4.000e-01, eta: 2 days, 10:58:34, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5881, loss_cls: 3.0844, loss: 3.0844, grad_norm: 1.1788 2022-02-08 21:08:24,994 - mmaction - INFO - Epoch [85][80/940] lr: 4.000e-01, eta: 2 days, 10:58:01, time: 1.161, data_time: 0.042, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5754, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.1204 2022-02-08 21:08:48,197 - mmaction - INFO - Epoch [85][100/940] lr: 4.000e-01, eta: 2 days, 10:57:29, time: 1.160, data_time: 0.048, memory: 9497, top1_acc: 0.3473, top5_acc: 0.5914, loss_cls: 3.0236, loss: 3.0236, grad_norm: 1.1259 2022-02-08 21:09:11,625 - mmaction - INFO - Epoch [85][120/940] lr: 4.000e-01, eta: 2 days, 10:56:57, time: 1.171, data_time: 0.040, memory: 9497, top1_acc: 0.3330, top5_acc: 0.5834, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.1721 2022-02-08 21:09:34,978 - mmaction - INFO - Epoch [85][140/940] lr: 4.000e-01, eta: 2 days, 10:56:25, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5883, loss_cls: 3.0516, loss: 3.0516, grad_norm: 1.1323 2022-02-08 21:09:58,334 - mmaction - INFO - Epoch [85][160/940] lr: 4.000e-01, eta: 2 days, 10:55:52, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5818, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.1365 2022-02-08 21:10:21,850 - mmaction - INFO - Epoch [85][180/940] lr: 4.000e-01, eta: 2 days, 10:55:20, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3396, top5_acc: 0.5898, loss_cls: 3.0592, loss: 3.0592, grad_norm: 1.1411 2022-02-08 21:10:45,308 - mmaction - INFO - Epoch [85][200/940] lr: 4.000e-01, eta: 2 days, 10:54:48, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5887, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.1547 2022-02-08 21:11:08,745 - mmaction - INFO - Epoch [85][220/940] lr: 4.000e-01, eta: 2 days, 10:54:16, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5850, loss_cls: 3.0807, loss: 3.0807, grad_norm: 1.1777 2022-02-08 21:11:32,299 - mmaction - INFO - Epoch [85][240/940] lr: 4.000e-01, eta: 2 days, 10:53:45, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5816, loss_cls: 3.1100, loss: 3.1100, grad_norm: 1.1495 2022-02-08 21:11:55,899 - mmaction - INFO - Epoch [85][260/940] lr: 4.000e-01, eta: 2 days, 10:53:13, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.3354, top5_acc: 0.5904, loss_cls: 3.0655, loss: 3.0655, grad_norm: 1.1689 2022-02-08 21:12:19,474 - mmaction - INFO - Epoch [85][280/940] lr: 4.000e-01, eta: 2 days, 10:52:41, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.3371, top5_acc: 0.5926, loss_cls: 3.0208, loss: 3.0208, grad_norm: 1.1680 2022-02-08 21:12:42,961 - mmaction - INFO - Epoch [85][300/940] lr: 4.000e-01, eta: 2 days, 10:52:09, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5781, loss_cls: 3.1453, loss: 3.1453, grad_norm: 1.1737 2022-02-08 21:13:06,386 - mmaction - INFO - Epoch [85][320/940] lr: 4.000e-01, eta: 2 days, 10:51:37, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5775, loss_cls: 3.1210, loss: 3.1210, grad_norm: 1.1548 2022-02-08 21:13:29,799 - mmaction - INFO - Epoch [85][340/940] lr: 4.000e-01, eta: 2 days, 10:51:05, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5779, loss_cls: 3.1323, loss: 3.1323, grad_norm: 1.1766 2022-02-08 21:13:53,329 - mmaction - INFO - Epoch [85][360/940] lr: 4.000e-01, eta: 2 days, 10:50:33, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5695, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.1364 2022-02-08 21:14:16,827 - mmaction - INFO - Epoch [85][380/940] lr: 4.000e-01, eta: 2 days, 10:50:01, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.1357 2022-02-08 21:14:40,434 - mmaction - INFO - Epoch [85][400/940] lr: 4.000e-01, eta: 2 days, 10:49:30, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5775, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.1601 2022-02-08 21:15:04,105 - mmaction - INFO - Epoch [85][420/940] lr: 4.000e-01, eta: 2 days, 10:48:58, time: 1.184, data_time: 0.053, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5820, loss_cls: 3.0723, loss: 3.0723, grad_norm: 1.1196 2022-02-08 21:15:27,626 - mmaction - INFO - Epoch [85][440/940] lr: 4.000e-01, eta: 2 days, 10:48:26, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5791, loss_cls: 3.0882, loss: 3.0882, grad_norm: 1.1428 2022-02-08 21:15:51,116 - mmaction - INFO - Epoch [85][460/940] lr: 4.000e-01, eta: 2 days, 10:47:55, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3408, top5_acc: 0.5855, loss_cls: 3.0579, loss: 3.0579, grad_norm: 1.1199 2022-02-08 21:16:14,806 - mmaction - INFO - Epoch [85][480/940] lr: 4.000e-01, eta: 2 days, 10:47:23, time: 1.185, data_time: 0.052, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5852, loss_cls: 3.0785, loss: 3.0785, grad_norm: 1.1676 2022-02-08 21:16:38,343 - mmaction - INFO - Epoch [85][500/940] lr: 4.000e-01, eta: 2 days, 10:46:51, time: 1.177, data_time: 0.047, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5879, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.1532 2022-02-08 21:17:01,845 - mmaction - INFO - Epoch [85][520/940] lr: 4.000e-01, eta: 2 days, 10:46:19, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.3439, top5_acc: 0.5930, loss_cls: 3.0427, loss: 3.0427, grad_norm: 1.1524 2022-02-08 21:17:25,296 - mmaction - INFO - Epoch [85][540/940] lr: 4.000e-01, eta: 2 days, 10:45:47, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5869, loss_cls: 3.0854, loss: 3.0854, grad_norm: 1.1515 2022-02-08 21:17:48,785 - mmaction - INFO - Epoch [85][560/940] lr: 4.000e-01, eta: 2 days, 10:45:16, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5830, loss_cls: 3.0834, loss: 3.0834, grad_norm: 1.1596 2022-02-08 21:18:12,314 - mmaction - INFO - Epoch [85][580/940] lr: 4.000e-01, eta: 2 days, 10:44:44, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3303, top5_acc: 0.5748, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.1257 2022-02-08 21:18:35,817 - mmaction - INFO - Epoch [85][600/940] lr: 4.000e-01, eta: 2 days, 10:44:12, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5852, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.1472 2022-02-08 21:18:59,343 - mmaction - INFO - Epoch [85][620/940] lr: 4.000e-01, eta: 2 days, 10:43:40, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5807, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.1497 2022-02-08 21:19:22,876 - mmaction - INFO - Epoch [85][640/940] lr: 4.000e-01, eta: 2 days, 10:43:08, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.3299, top5_acc: 0.5758, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.1361 2022-02-08 21:19:46,416 - mmaction - INFO - Epoch [85][660/940] lr: 4.000e-01, eta: 2 days, 10:42:37, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.3354, top5_acc: 0.5840, loss_cls: 3.0861, loss: 3.0861, grad_norm: 1.1456 2022-02-08 21:20:09,850 - mmaction - INFO - Epoch [85][680/940] lr: 4.000e-01, eta: 2 days, 10:42:05, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3377, top5_acc: 0.5852, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.1405 2022-02-08 21:20:33,302 - mmaction - INFO - Epoch [85][700/940] lr: 4.000e-01, eta: 2 days, 10:41:33, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5979, loss_cls: 3.0356, loss: 3.0356, grad_norm: 1.1600 2022-02-08 21:20:56,728 - mmaction - INFO - Epoch [85][720/940] lr: 4.000e-01, eta: 2 days, 10:41:01, time: 1.171, data_time: 0.046, memory: 9497, top1_acc: 0.3332, top5_acc: 0.5752, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.1535 2022-02-08 21:21:20,283 - mmaction - INFO - Epoch [85][740/940] lr: 4.000e-01, eta: 2 days, 10:40:29, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5687, loss_cls: 3.1355, loss: 3.1355, grad_norm: 1.1547 2022-02-08 21:21:43,761 - mmaction - INFO - Epoch [85][760/940] lr: 4.000e-01, eta: 2 days, 10:39:57, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5691, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.1420 2022-02-08 21:22:07,369 - mmaction - INFO - Epoch [85][780/940] lr: 4.000e-01, eta: 2 days, 10:39:26, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5807, loss_cls: 3.0811, loss: 3.0811, grad_norm: 1.1646 2022-02-08 21:22:30,862 - mmaction - INFO - Epoch [85][800/940] lr: 4.000e-01, eta: 2 days, 10:38:54, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3299, top5_acc: 0.5877, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.1618 2022-02-08 21:22:54,443 - mmaction - INFO - Epoch [85][820/940] lr: 4.000e-01, eta: 2 days, 10:38:22, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3348, top5_acc: 0.5793, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.1681 2022-02-08 21:23:17,974 - mmaction - INFO - Epoch [85][840/940] lr: 4.000e-01, eta: 2 days, 10:37:51, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3330, top5_acc: 0.5887, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.1718 2022-02-08 21:23:41,552 - mmaction - INFO - Epoch [85][860/940] lr: 4.000e-01, eta: 2 days, 10:37:19, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5793, loss_cls: 3.1332, loss: 3.1332, grad_norm: 1.1324 2022-02-08 21:24:05,130 - mmaction - INFO - Epoch [85][880/940] lr: 4.000e-01, eta: 2 days, 10:36:47, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.3412, top5_acc: 0.5834, loss_cls: 3.0425, loss: 3.0425, grad_norm: 1.1669 2022-02-08 21:24:28,661 - mmaction - INFO - Epoch [85][900/940] lr: 4.000e-01, eta: 2 days, 10:36:16, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5867, loss_cls: 3.0576, loss: 3.0576, grad_norm: 1.1317 2022-02-08 21:24:52,176 - mmaction - INFO - Epoch [85][920/940] lr: 4.000e-01, eta: 2 days, 10:35:44, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5824, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.1546 2022-02-08 21:25:14,561 - mmaction - INFO - Epoch [85][940/940] lr: 4.000e-01, eta: 2 days, 10:35:10, time: 1.119, data_time: 0.061, memory: 9497, top1_acc: 0.3216, top5_acc: 0.5743, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.1765 2022-02-08 21:25:23,113 - mmaction - INFO - Saving checkpoint at 85 epochs 2022-02-08 21:29:16,317 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 21:29:17,071 - mmaction - INFO - top1_acc 0.3155 top5_acc 0.5838 2022-02-08 21:29:17,071 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 21:29:17,113 - mmaction - INFO - mean_acc 0.3157 2022-02-08 21:29:17,120 - mmaction - INFO - Epoch(val) [85][78] top1_acc: 0.3155, top5_acc: 0.5838, mean_class_accuracy: 0.3157 2022-02-08 21:31:44,898 - mmaction - INFO - Epoch [86][20/940] lr: 4.000e-01, eta: 2 days, 10:38:48, time: 7.387, data_time: 6.082, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5693, loss_cls: 3.1303, loss: 3.1303, grad_norm: 1.1646 2022-02-08 21:32:07,999 - mmaction - INFO - Epoch [86][40/940] lr: 4.000e-01, eta: 2 days, 10:38:15, time: 1.155, data_time: 0.047, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5932, loss_cls: 3.0141, loss: 3.0141, grad_norm: 1.1353 2022-02-08 21:32:31,208 - mmaction - INFO - Epoch [86][60/940] lr: 4.000e-01, eta: 2 days, 10:37:43, time: 1.160, data_time: 0.045, memory: 9497, top1_acc: 0.3352, top5_acc: 0.5910, loss_cls: 3.0450, loss: 3.0450, grad_norm: 1.1558 2022-02-08 21:32:54,557 - mmaction - INFO - Epoch [86][80/940] lr: 4.000e-01, eta: 2 days, 10:37:11, time: 1.168, data_time: 0.043, memory: 9497, top1_acc: 0.3439, top5_acc: 0.5891, loss_cls: 3.0425, loss: 3.0425, grad_norm: 1.1496 2022-02-08 21:33:17,943 - mmaction - INFO - Epoch [86][100/940] lr: 4.000e-01, eta: 2 days, 10:36:39, time: 1.169, data_time: 0.045, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5787, loss_cls: 3.1148, loss: 3.1148, grad_norm: 1.1732 2022-02-08 21:33:41,208 - mmaction - INFO - Epoch [86][120/940] lr: 4.000e-01, eta: 2 days, 10:36:07, time: 1.163, data_time: 0.051, memory: 9497, top1_acc: 0.3287, top5_acc: 0.5803, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.1361 2022-02-08 21:34:04,568 - mmaction - INFO - Epoch [86][140/940] lr: 4.000e-01, eta: 2 days, 10:35:34, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5848, loss_cls: 3.0771, loss: 3.0771, grad_norm: 1.1205 2022-02-08 21:34:27,851 - mmaction - INFO - Epoch [86][160/940] lr: 4.000e-01, eta: 2 days, 10:35:02, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5838, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.1626 2022-02-08 21:34:51,297 - mmaction - INFO - Epoch [86][180/940] lr: 4.000e-01, eta: 2 days, 10:34:30, time: 1.172, data_time: 0.046, memory: 9497, top1_acc: 0.3365, top5_acc: 0.5918, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.1388 2022-02-08 21:35:14,796 - mmaction - INFO - Epoch [86][200/940] lr: 4.000e-01, eta: 2 days, 10:33:58, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5775, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.1617 2022-02-08 21:35:38,144 - mmaction - INFO - Epoch [86][220/940] lr: 4.000e-01, eta: 2 days, 10:33:26, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.3373, top5_acc: 0.5811, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.1530 2022-02-08 21:36:01,578 - mmaction - INFO - Epoch [86][240/940] lr: 4.000e-01, eta: 2 days, 10:32:54, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5902, loss_cls: 3.0657, loss: 3.0657, grad_norm: 1.1590 2022-02-08 21:36:24,899 - mmaction - INFO - Epoch [86][260/940] lr: 4.000e-01, eta: 2 days, 10:32:22, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5867, loss_cls: 3.0797, loss: 3.0797, grad_norm: 1.1598 2022-02-08 21:36:48,202 - mmaction - INFO - Epoch [86][280/940] lr: 4.000e-01, eta: 2 days, 10:31:50, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5824, loss_cls: 3.0805, loss: 3.0805, grad_norm: 1.1449 2022-02-08 21:37:11,589 - mmaction - INFO - Epoch [86][300/940] lr: 4.000e-01, eta: 2 days, 10:31:18, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5721, loss_cls: 3.1423, loss: 3.1423, grad_norm: 1.1476 2022-02-08 21:37:34,941 - mmaction - INFO - Epoch [86][320/940] lr: 4.000e-01, eta: 2 days, 10:30:46, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.3438, top5_acc: 0.5826, loss_cls: 3.0562, loss: 3.0562, grad_norm: 1.1521 2022-02-08 21:37:58,265 - mmaction - INFO - Epoch [86][340/940] lr: 4.000e-01, eta: 2 days, 10:30:14, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5693, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.1501 2022-02-08 21:38:21,739 - mmaction - INFO - Epoch [86][360/940] lr: 4.000e-01, eta: 2 days, 10:29:42, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5729, loss_cls: 3.0958, loss: 3.0958, grad_norm: 1.1353 2022-02-08 21:38:45,091 - mmaction - INFO - Epoch [86][380/940] lr: 4.000e-01, eta: 2 days, 10:29:10, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.3367, top5_acc: 0.5961, loss_cls: 3.0249, loss: 3.0249, grad_norm: 1.1362 2022-02-08 21:39:08,469 - mmaction - INFO - Epoch [86][400/940] lr: 4.000e-01, eta: 2 days, 10:28:38, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5854, loss_cls: 3.0591, loss: 3.0591, grad_norm: 1.1350 2022-02-08 21:39:31,995 - mmaction - INFO - Epoch [86][420/940] lr: 4.000e-01, eta: 2 days, 10:28:06, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.3328, top5_acc: 0.5844, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.1557 2022-02-08 21:39:55,515 - mmaction - INFO - Epoch [86][440/940] lr: 4.000e-01, eta: 2 days, 10:27:34, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3359, top5_acc: 0.5857, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.1512 2022-02-08 21:40:19,160 - mmaction - INFO - Epoch [86][460/940] lr: 4.000e-01, eta: 2 days, 10:27:03, time: 1.182, data_time: 0.046, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5959, loss_cls: 3.0479, loss: 3.0479, grad_norm: 1.1496 2022-02-08 21:43:40,152 - mmaction - INFO - Epoch [86][480/940] lr: 4.000e-01, eta: 2 days, 10:32:25, time: 10.050, data_time: 8.934, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5844, loss_cls: 3.0713, loss: 3.0713, grad_norm: 1.1397 2022-02-08 21:44:03,634 - mmaction - INFO - Epoch [86][500/940] lr: 4.000e-01, eta: 2 days, 10:31:53, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5676, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.1461 2022-02-08 21:44:27,067 - mmaction - INFO - Epoch [86][520/940] lr: 4.000e-01, eta: 2 days, 10:31:21, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5773, loss_cls: 3.0763, loss: 3.0763, grad_norm: 1.1512 2022-02-08 21:44:50,456 - mmaction - INFO - Epoch [86][540/940] lr: 4.000e-01, eta: 2 days, 10:30:49, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5826, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.1563 2022-02-08 21:45:13,982 - mmaction - INFO - Epoch [86][560/940] lr: 4.000e-01, eta: 2 days, 10:30:17, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3348, top5_acc: 0.5813, loss_cls: 3.0758, loss: 3.0758, grad_norm: 1.1653 2022-02-08 21:45:37,442 - mmaction - INFO - Epoch [86][580/940] lr: 4.000e-01, eta: 2 days, 10:29:45, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5844, loss_cls: 3.0763, loss: 3.0763, grad_norm: 1.1570 2022-02-08 21:46:00,930 - mmaction - INFO - Epoch [86][600/940] lr: 4.000e-01, eta: 2 days, 10:29:13, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5771, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.1525 2022-02-08 21:46:24,499 - mmaction - INFO - Epoch [86][620/940] lr: 4.000e-01, eta: 2 days, 10:28:42, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5824, loss_cls: 3.0872, loss: 3.0872, grad_norm: 1.1442 2022-02-08 21:46:48,112 - mmaction - INFO - Epoch [86][640/940] lr: 4.000e-01, eta: 2 days, 10:28:10, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5818, loss_cls: 3.0861, loss: 3.0861, grad_norm: 1.1549 2022-02-08 21:47:11,627 - mmaction - INFO - Epoch [86][660/940] lr: 4.000e-01, eta: 2 days, 10:27:38, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5855, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.1529 2022-02-08 21:47:35,220 - mmaction - INFO - Epoch [86][680/940] lr: 4.000e-01, eta: 2 days, 10:27:07, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.3199, top5_acc: 0.5789, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.1246 2022-02-08 21:47:58,763 - mmaction - INFO - Epoch [86][700/940] lr: 4.000e-01, eta: 2 days, 10:26:35, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.3316, top5_acc: 0.5822, loss_cls: 3.0843, loss: 3.0843, grad_norm: 1.1542 2022-02-08 21:48:22,544 - mmaction - INFO - Epoch [86][720/940] lr: 4.000e-01, eta: 2 days, 10:26:04, time: 1.189, data_time: 0.056, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5877, loss_cls: 3.0574, loss: 3.0574, grad_norm: 1.1745 2022-02-08 21:48:46,303 - mmaction - INFO - Epoch [86][740/940] lr: 4.000e-01, eta: 2 days, 10:25:32, time: 1.188, data_time: 0.059, memory: 9497, top1_acc: 0.3154, top5_acc: 0.5711, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.1549 2022-02-08 21:49:09,856 - mmaction - INFO - Epoch [86][760/940] lr: 4.000e-01, eta: 2 days, 10:25:01, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5832, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.1252 2022-02-08 21:49:33,308 - mmaction - INFO - Epoch [86][780/940] lr: 4.000e-01, eta: 2 days, 10:24:29, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5828, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.1825 2022-02-08 21:49:56,966 - mmaction - INFO - Epoch [86][800/940] lr: 4.000e-01, eta: 2 days, 10:23:57, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5834, loss_cls: 3.0700, loss: 3.0700, grad_norm: 1.1305 2022-02-08 21:50:20,530 - mmaction - INFO - Epoch [86][820/940] lr: 4.000e-01, eta: 2 days, 10:23:25, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3236, top5_acc: 0.5811, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.1794 2022-02-08 21:50:44,033 - mmaction - INFO - Epoch [86][840/940] lr: 4.000e-01, eta: 2 days, 10:22:54, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3197, top5_acc: 0.5748, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.1329 2022-02-08 21:51:07,566 - mmaction - INFO - Epoch [86][860/940] lr: 4.000e-01, eta: 2 days, 10:22:22, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3100, top5_acc: 0.5676, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.1418 2022-02-08 21:51:31,267 - mmaction - INFO - Epoch [86][880/940] lr: 4.000e-01, eta: 2 days, 10:21:50, time: 1.185, data_time: 0.053, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5793, loss_cls: 3.1074, loss: 3.1074, grad_norm: 1.1524 2022-02-08 21:51:54,900 - mmaction - INFO - Epoch [86][900/940] lr: 4.000e-01, eta: 2 days, 10:21:19, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.3172, top5_acc: 0.5781, loss_cls: 3.1194, loss: 3.1194, grad_norm: 1.1577 2022-02-08 21:52:18,471 - mmaction - INFO - Epoch [86][920/940] lr: 4.000e-01, eta: 2 days, 10:20:47, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5854, loss_cls: 3.0735, loss: 3.0735, grad_norm: 1.1608 2022-02-08 21:52:40,780 - mmaction - INFO - Epoch [86][940/940] lr: 4.000e-01, eta: 2 days, 10:20:13, time: 1.115, data_time: 0.048, memory: 9497, top1_acc: 0.3224, top5_acc: 0.5688, loss_cls: 3.1147, loss: 3.1147, grad_norm: 1.1620 2022-02-08 21:55:16,546 - mmaction - INFO - Epoch [87][20/940] lr: 4.000e-01, eta: 2 days, 10:23:58, time: 7.682, data_time: 6.254, memory: 9497, top1_acc: 0.3326, top5_acc: 0.5887, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.1313 2022-02-08 21:55:39,702 - mmaction - INFO - Epoch [87][40/940] lr: 4.000e-01, eta: 2 days, 10:23:26, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.3465, top5_acc: 0.6037, loss_cls: 3.0136, loss: 3.0136, grad_norm: 1.1559 2022-02-08 21:56:02,932 - mmaction - INFO - Epoch [87][60/940] lr: 4.000e-01, eta: 2 days, 10:22:54, time: 1.162, data_time: 0.042, memory: 9497, top1_acc: 0.3160, top5_acc: 0.5752, loss_cls: 3.1212, loss: 3.1212, grad_norm: 1.1589 2022-02-08 21:56:26,324 - mmaction - INFO - Epoch [87][80/940] lr: 4.000e-01, eta: 2 days, 10:22:22, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.3354, top5_acc: 0.5854, loss_cls: 3.0283, loss: 3.0283, grad_norm: 1.1387 2022-02-08 21:56:49,620 - mmaction - INFO - Epoch [87][100/940] lr: 4.000e-01, eta: 2 days, 10:21:49, time: 1.164, data_time: 0.042, memory: 9497, top1_acc: 0.3326, top5_acc: 0.5834, loss_cls: 3.0688, loss: 3.0688, grad_norm: 1.1473 2022-02-08 21:57:12,909 - mmaction - INFO - Epoch [87][120/940] lr: 4.000e-01, eta: 2 days, 10:21:17, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5922, loss_cls: 3.0269, loss: 3.0269, grad_norm: 1.1418 2022-02-08 21:57:36,344 - mmaction - INFO - Epoch [87][140/940] lr: 4.000e-01, eta: 2 days, 10:20:45, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.3441, top5_acc: 0.5861, loss_cls: 3.0600, loss: 3.0600, grad_norm: 1.1310 2022-02-08 21:57:59,792 - mmaction - INFO - Epoch [87][160/940] lr: 4.000e-01, eta: 2 days, 10:20:13, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5785, loss_cls: 3.0875, loss: 3.0875, grad_norm: 1.1531 2022-02-08 21:58:23,152 - mmaction - INFO - Epoch [87][180/940] lr: 4.000e-01, eta: 2 days, 10:19:41, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.3355, top5_acc: 0.5822, loss_cls: 3.0709, loss: 3.0709, grad_norm: 1.1283 2022-02-08 21:58:46,557 - mmaction - INFO - Epoch [87][200/940] lr: 4.000e-01, eta: 2 days, 10:19:09, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3404, top5_acc: 0.5875, loss_cls: 3.0513, loss: 3.0513, grad_norm: 1.1392 2022-02-08 21:59:10,430 - mmaction - INFO - Epoch [87][220/940] lr: 4.000e-01, eta: 2 days, 10:18:38, time: 1.193, data_time: 0.061, memory: 9497, top1_acc: 0.3545, top5_acc: 0.6041, loss_cls: 2.9765, loss: 2.9765, grad_norm: 1.1491 2022-02-08 21:59:33,821 - mmaction - INFO - Epoch [87][240/940] lr: 4.000e-01, eta: 2 days, 10:18:06, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.3373, top5_acc: 0.5867, loss_cls: 3.0743, loss: 3.0743, grad_norm: 1.1603 2022-02-08 21:59:57,147 - mmaction - INFO - Epoch [87][260/940] lr: 4.000e-01, eta: 2 days, 10:17:34, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5727, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.1532 2022-02-08 22:00:20,682 - mmaction - INFO - Epoch [87][280/940] lr: 4.000e-01, eta: 2 days, 10:17:02, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.3369, top5_acc: 0.5900, loss_cls: 3.0606, loss: 3.0606, grad_norm: 1.1462 2022-02-08 22:00:44,222 - mmaction - INFO - Epoch [87][300/940] lr: 4.000e-01, eta: 2 days, 10:16:30, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5787, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.1772 2022-02-08 22:01:07,827 - mmaction - INFO - Epoch [87][320/940] lr: 4.000e-01, eta: 2 days, 10:15:58, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5883, loss_cls: 3.0490, loss: 3.0490, grad_norm: 1.1490 2022-02-08 22:01:31,343 - mmaction - INFO - Epoch [87][340/940] lr: 4.000e-01, eta: 2 days, 10:15:27, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.3375, top5_acc: 0.5893, loss_cls: 3.0601, loss: 3.0601, grad_norm: 1.1711 2022-02-08 22:01:54,839 - mmaction - INFO - Epoch [87][360/940] lr: 4.000e-01, eta: 2 days, 10:14:55, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5773, loss_cls: 3.0918, loss: 3.0918, grad_norm: 1.1499 2022-02-08 22:02:18,389 - mmaction - INFO - Epoch [87][380/940] lr: 4.000e-01, eta: 2 days, 10:14:23, time: 1.178, data_time: 0.066, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5969, loss_cls: 3.0304, loss: 3.0304, grad_norm: 1.1356 2022-02-08 22:02:41,788 - mmaction - INFO - Epoch [87][400/940] lr: 4.000e-01, eta: 2 days, 10:13:51, time: 1.170, data_time: 0.060, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5734, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.1955 2022-02-08 22:03:05,318 - mmaction - INFO - Epoch [87][420/940] lr: 4.000e-01, eta: 2 days, 10:13:19, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5773, loss_cls: 3.1074, loss: 3.1074, grad_norm: 1.1417 2022-02-08 22:03:28,817 - mmaction - INFO - Epoch [87][440/940] lr: 4.000e-01, eta: 2 days, 10:12:48, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5764, loss_cls: 3.1174, loss: 3.1174, grad_norm: 1.1642 2022-02-08 22:03:52,289 - mmaction - INFO - Epoch [87][460/940] lr: 4.000e-01, eta: 2 days, 10:12:16, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5707, loss_cls: 3.1554, loss: 3.1554, grad_norm: 1.1695 2022-02-08 22:04:15,900 - mmaction - INFO - Epoch [87][480/940] lr: 4.000e-01, eta: 2 days, 10:11:44, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5861, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.1376 2022-02-08 22:04:39,596 - mmaction - INFO - Epoch [87][500/940] lr: 4.000e-01, eta: 2 days, 10:11:13, time: 1.184, data_time: 0.056, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5686, loss_cls: 3.1208, loss: 3.1208, grad_norm: 1.1557 2022-02-08 22:05:03,082 - mmaction - INFO - Epoch [87][520/940] lr: 4.000e-01, eta: 2 days, 10:10:41, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5750, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.1391 2022-02-08 22:05:26,588 - mmaction - INFO - Epoch [87][540/940] lr: 4.000e-01, eta: 2 days, 10:10:09, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.3350, top5_acc: 0.5848, loss_cls: 3.0850, loss: 3.0850, grad_norm: 1.1622 2022-02-08 22:05:50,052 - mmaction - INFO - Epoch [87][560/940] lr: 4.000e-01, eta: 2 days, 10:09:37, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5668, loss_cls: 3.1177, loss: 3.1177, grad_norm: 1.1409 2022-02-08 22:06:13,587 - mmaction - INFO - Epoch [87][580/940] lr: 4.000e-01, eta: 2 days, 10:09:06, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5756, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.1503 2022-02-08 22:06:37,142 - mmaction - INFO - Epoch [87][600/940] lr: 4.000e-01, eta: 2 days, 10:08:34, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.3133, top5_acc: 0.5758, loss_cls: 3.1315, loss: 3.1315, grad_norm: 1.1348 2022-02-08 22:07:00,654 - mmaction - INFO - Epoch [87][620/940] lr: 4.000e-01, eta: 2 days, 10:08:02, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5766, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.1617 2022-02-08 22:07:24,249 - mmaction - INFO - Epoch [87][640/940] lr: 4.000e-01, eta: 2 days, 10:07:31, time: 1.180, data_time: 0.047, memory: 9497, top1_acc: 0.3107, top5_acc: 0.5676, loss_cls: 3.1409, loss: 3.1409, grad_norm: 1.1593 2022-02-08 22:07:47,734 - mmaction - INFO - Epoch [87][660/940] lr: 4.000e-01, eta: 2 days, 10:06:59, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3396, top5_acc: 0.5736, loss_cls: 3.1016, loss: 3.1016, grad_norm: 1.1264 2022-02-08 22:08:11,214 - mmaction - INFO - Epoch [87][680/940] lr: 4.000e-01, eta: 2 days, 10:06:27, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3393, top5_acc: 0.5902, loss_cls: 3.0346, loss: 3.0346, grad_norm: 1.1426 2022-02-08 22:08:34,733 - mmaction - INFO - Epoch [87][700/940] lr: 4.000e-01, eta: 2 days, 10:05:55, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5805, loss_cls: 3.0913, loss: 3.0913, grad_norm: 1.1442 2022-02-08 22:08:58,209 - mmaction - INFO - Epoch [87][720/940] lr: 4.000e-01, eta: 2 days, 10:05:24, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5902, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.1564 2022-02-08 22:09:21,740 - mmaction - INFO - Epoch [87][740/940] lr: 4.000e-01, eta: 2 days, 10:04:52, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5732, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.1291 2022-02-08 22:09:45,302 - mmaction - INFO - Epoch [87][760/940] lr: 4.000e-01, eta: 2 days, 10:04:20, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5826, loss_cls: 3.0665, loss: 3.0665, grad_norm: 1.1160 2022-02-08 22:10:08,932 - mmaction - INFO - Epoch [87][780/940] lr: 4.000e-01, eta: 2 days, 10:03:49, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.3158, top5_acc: 0.5693, loss_cls: 3.1453, loss: 3.1453, grad_norm: 1.1305 2022-02-08 22:10:32,456 - mmaction - INFO - Epoch [87][800/940] lr: 4.000e-01, eta: 2 days, 10:03:17, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5809, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.1628 2022-02-08 22:10:56,037 - mmaction - INFO - Epoch [87][820/940] lr: 4.000e-01, eta: 2 days, 10:02:46, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5807, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.1706 2022-02-08 22:11:20,940 - mmaction - INFO - Epoch [87][840/940] lr: 4.000e-01, eta: 2 days, 10:02:17, time: 1.245, data_time: 0.131, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5727, loss_cls: 3.1129, loss: 3.1129, grad_norm: 1.1081 2022-02-08 22:11:44,559 - mmaction - INFO - Epoch [87][860/940] lr: 4.000e-01, eta: 2 days, 10:01:45, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5883, loss_cls: 3.0486, loss: 3.0486, grad_norm: 1.1519 2022-02-08 22:12:08,059 - mmaction - INFO - Epoch [87][880/940] lr: 4.000e-01, eta: 2 days, 10:01:13, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.3170, top5_acc: 0.5678, loss_cls: 3.1598, loss: 3.1598, grad_norm: 1.1406 2022-02-08 22:12:31,581 - mmaction - INFO - Epoch [87][900/940] lr: 4.000e-01, eta: 2 days, 10:00:42, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5750, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.1182 2022-02-08 22:12:55,296 - mmaction - INFO - Epoch [87][920/940] lr: 4.000e-01, eta: 2 days, 10:00:11, time: 1.186, data_time: 0.057, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5945, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.1551 2022-02-08 22:13:17,751 - mmaction - INFO - Epoch [87][940/940] lr: 4.000e-01, eta: 2 days, 9:59:37, time: 1.123, data_time: 0.059, memory: 9497, top1_acc: 0.3188, top5_acc: 0.5755, loss_cls: 3.0944, loss: 3.0944, grad_norm: 1.1865 2022-02-08 22:16:17,787 - mmaction - INFO - Epoch [88][20/940] lr: 4.000e-01, eta: 2 days, 10:04:00, time: 8.760, data_time: 6.673, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5859, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.1323 2022-02-08 22:16:40,733 - mmaction - INFO - Epoch [88][40/940] lr: 4.000e-01, eta: 2 days, 10:03:27, time: 1.148, data_time: 0.045, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5770, loss_cls: 3.1009, loss: 3.1009, grad_norm: 1.1510 2022-02-08 22:17:03,904 - mmaction - INFO - Epoch [88][60/940] lr: 4.000e-01, eta: 2 days, 10:02:54, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5857, loss_cls: 3.0771, loss: 3.0771, grad_norm: 1.1348 2022-02-08 22:17:27,096 - mmaction - INFO - Epoch [88][80/940] lr: 4.000e-01, eta: 2 days, 10:02:22, time: 1.160, data_time: 0.043, memory: 9497, top1_acc: 0.3369, top5_acc: 0.5842, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.1339 2022-02-08 22:17:50,535 - mmaction - INFO - Epoch [88][100/940] lr: 4.000e-01, eta: 2 days, 10:01:50, time: 1.173, data_time: 0.045, memory: 9497, top1_acc: 0.3367, top5_acc: 0.5813, loss_cls: 3.0773, loss: 3.0773, grad_norm: 1.1557 2022-02-08 22:18:13,816 - mmaction - INFO - Epoch [88][120/940] lr: 4.000e-01, eta: 2 days, 10:01:18, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.3348, top5_acc: 0.5838, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.1413 2022-02-08 22:18:37,210 - mmaction - INFO - Epoch [88][140/940] lr: 4.000e-01, eta: 2 days, 10:00:46, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5756, loss_cls: 3.0819, loss: 3.0819, grad_norm: 1.1531 2022-02-08 22:19:00,534 - mmaction - INFO - Epoch [88][160/940] lr: 4.000e-01, eta: 2 days, 10:00:14, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.3287, top5_acc: 0.5867, loss_cls: 3.0573, loss: 3.0573, grad_norm: 1.1434 2022-02-08 22:19:23,968 - mmaction - INFO - Epoch [88][180/940] lr: 4.000e-01, eta: 2 days, 9:59:42, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.3428, top5_acc: 0.5924, loss_cls: 3.0207, loss: 3.0207, grad_norm: 1.1547 2022-02-08 22:19:47,304 - mmaction - INFO - Epoch [88][200/940] lr: 4.000e-01, eta: 2 days, 9:59:10, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.3379, top5_acc: 0.5928, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.1612 2022-02-08 22:20:10,617 - mmaction - INFO - Epoch [88][220/940] lr: 4.000e-01, eta: 2 days, 9:58:38, time: 1.166, data_time: 0.055, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5736, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.1645 2022-02-08 22:20:34,018 - mmaction - INFO - Epoch [88][240/940] lr: 4.000e-01, eta: 2 days, 9:58:06, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5846, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.1197 2022-02-08 22:20:57,486 - mmaction - INFO - Epoch [88][260/940] lr: 4.000e-01, eta: 2 days, 9:57:34, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5930, loss_cls: 3.0404, loss: 3.0404, grad_norm: 1.1708 2022-02-08 22:21:20,989 - mmaction - INFO - Epoch [88][280/940] lr: 4.000e-01, eta: 2 days, 9:57:02, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5662, loss_cls: 3.1471, loss: 3.1471, grad_norm: 1.1692 2022-02-08 22:21:44,494 - mmaction - INFO - Epoch [88][300/940] lr: 4.000e-01, eta: 2 days, 9:56:31, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5754, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.1454 2022-02-08 22:22:07,877 - mmaction - INFO - Epoch [88][320/940] lr: 4.000e-01, eta: 2 days, 9:55:59, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.3375, top5_acc: 0.5939, loss_cls: 3.0059, loss: 3.0059, grad_norm: 1.1426 2022-02-08 22:22:31,273 - mmaction - INFO - Epoch [88][340/940] lr: 4.000e-01, eta: 2 days, 9:55:27, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5730, loss_cls: 3.1272, loss: 3.1272, grad_norm: 1.1655 2022-02-08 22:22:54,745 - mmaction - INFO - Epoch [88][360/940] lr: 4.000e-01, eta: 2 days, 9:54:55, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.3453, top5_acc: 0.5918, loss_cls: 3.0192, loss: 3.0192, grad_norm: 1.1363 2022-02-08 22:23:18,264 - mmaction - INFO - Epoch [88][380/940] lr: 4.000e-01, eta: 2 days, 9:54:23, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5764, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.1347 2022-02-08 22:23:41,770 - mmaction - INFO - Epoch [88][400/940] lr: 4.000e-01, eta: 2 days, 9:53:51, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5797, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.1404 2022-02-08 22:24:05,223 - mmaction - INFO - Epoch [88][420/940] lr: 4.000e-01, eta: 2 days, 9:53:20, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5805, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.1532 2022-02-08 22:24:28,803 - mmaction - INFO - Epoch [88][440/940] lr: 4.000e-01, eta: 2 days, 9:52:48, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.3121, top5_acc: 0.5723, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.1637 2022-02-08 22:24:52,351 - mmaction - INFO - Epoch [88][460/940] lr: 4.000e-01, eta: 2 days, 9:52:16, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5795, loss_cls: 3.0774, loss: 3.0774, grad_norm: 1.1313 2022-02-08 22:25:15,845 - mmaction - INFO - Epoch [88][480/940] lr: 4.000e-01, eta: 2 days, 9:51:45, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3287, top5_acc: 0.5754, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.1594 2022-02-08 22:25:39,453 - mmaction - INFO - Epoch [88][500/940] lr: 4.000e-01, eta: 2 days, 9:51:13, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5734, loss_cls: 3.1098, loss: 3.1098, grad_norm: 1.1331 2022-02-08 22:26:02,953 - mmaction - INFO - Epoch [88][520/940] lr: 4.000e-01, eta: 2 days, 9:50:42, time: 1.175, data_time: 0.064, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5707, loss_cls: 3.1144, loss: 3.1144, grad_norm: 1.1791 2022-02-08 22:26:26,514 - mmaction - INFO - Epoch [88][540/940] lr: 4.000e-01, eta: 2 days, 9:50:10, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5754, loss_cls: 3.1105, loss: 3.1105, grad_norm: 1.1469 2022-02-08 22:26:50,156 - mmaction - INFO - Epoch [88][560/940] lr: 4.000e-01, eta: 2 days, 9:49:39, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5840, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.1315 2022-02-08 22:27:13,626 - mmaction - INFO - Epoch [88][580/940] lr: 4.000e-01, eta: 2 days, 9:49:07, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3344, top5_acc: 0.5939, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.1514 2022-02-08 22:27:37,106 - mmaction - INFO - Epoch [88][600/940] lr: 4.000e-01, eta: 2 days, 9:48:35, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5803, loss_cls: 3.0366, loss: 3.0366, grad_norm: 1.1402 2022-02-08 22:28:00,575 - mmaction - INFO - Epoch [88][620/940] lr: 4.000e-01, eta: 2 days, 9:48:03, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5811, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.1815 2022-02-08 22:28:24,213 - mmaction - INFO - Epoch [88][640/940] lr: 4.000e-01, eta: 2 days, 9:47:32, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5631, loss_cls: 3.1401, loss: 3.1401, grad_norm: 1.1388 2022-02-08 22:28:47,728 - mmaction - INFO - Epoch [88][660/940] lr: 4.000e-01, eta: 2 days, 9:47:00, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3379, top5_acc: 0.5854, loss_cls: 3.0446, loss: 3.0446, grad_norm: 1.1382 2022-02-08 22:29:11,128 - mmaction - INFO - Epoch [88][680/940] lr: 4.000e-01, eta: 2 days, 9:46:28, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5809, loss_cls: 3.0796, loss: 3.0796, grad_norm: 1.1639 2022-02-08 22:29:34,582 - mmaction - INFO - Epoch [88][700/940] lr: 4.000e-01, eta: 2 days, 9:45:57, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5678, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.1431 2022-02-08 22:29:58,042 - mmaction - INFO - Epoch [88][720/940] lr: 4.000e-01, eta: 2 days, 9:45:25, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5811, loss_cls: 3.0950, loss: 3.0950, grad_norm: 1.1547 2022-02-08 22:30:21,585 - mmaction - INFO - Epoch [88][740/940] lr: 4.000e-01, eta: 2 days, 9:44:53, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5705, loss_cls: 3.1470, loss: 3.1470, grad_norm: 1.1540 2022-02-08 22:30:45,133 - mmaction - INFO - Epoch [88][760/940] lr: 4.000e-01, eta: 2 days, 9:44:22, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5811, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.1582 2022-02-08 22:31:08,735 - mmaction - INFO - Epoch [88][780/940] lr: 4.000e-01, eta: 2 days, 9:43:50, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.3318, top5_acc: 0.5842, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.1454 2022-02-08 22:31:32,386 - mmaction - INFO - Epoch [88][800/940] lr: 4.000e-01, eta: 2 days, 9:43:19, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5783, loss_cls: 3.1185, loss: 3.1185, grad_norm: 1.1940 2022-02-08 22:31:56,149 - mmaction - INFO - Epoch [88][820/940] lr: 4.000e-01, eta: 2 days, 9:42:48, time: 1.188, data_time: 0.053, memory: 9497, top1_acc: 0.3367, top5_acc: 0.5844, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.1215 2022-02-08 22:32:19,990 - mmaction - INFO - Epoch [88][840/940] lr: 4.000e-01, eta: 2 days, 9:42:17, time: 1.193, data_time: 0.060, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5852, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.1775 2022-02-08 22:32:43,657 - mmaction - INFO - Epoch [88][860/940] lr: 4.000e-01, eta: 2 days, 9:41:46, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.3217, top5_acc: 0.5674, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.1674 2022-02-08 22:33:07,240 - mmaction - INFO - Epoch [88][880/940] lr: 4.000e-01, eta: 2 days, 9:41:14, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5691, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.1431 2022-02-08 22:33:30,847 - mmaction - INFO - Epoch [88][900/940] lr: 4.000e-01, eta: 2 days, 9:40:43, time: 1.180, data_time: 0.064, memory: 9497, top1_acc: 0.3365, top5_acc: 0.5809, loss_cls: 3.0819, loss: 3.0819, grad_norm: 1.1338 2022-02-08 22:33:54,444 - mmaction - INFO - Epoch [88][920/940] lr: 4.000e-01, eta: 2 days, 9:40:11, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.3330, top5_acc: 0.5834, loss_cls: 3.0580, loss: 3.0580, grad_norm: 1.1373 2022-02-08 22:34:16,928 - mmaction - INFO - Epoch [88][940/940] lr: 4.000e-01, eta: 2 days, 9:39:38, time: 1.124, data_time: 0.061, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5657, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.1554 2022-02-08 22:37:47,855 - mmaction - INFO - Epoch [89][20/940] lr: 4.000e-01, eta: 2 days, 9:44:50, time: 10.191, data_time: 8.839, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5828, loss_cls: 3.0672, loss: 3.0672, grad_norm: 1.1844 2022-02-08 22:38:10,962 - mmaction - INFO - Epoch [89][40/940] lr: 4.000e-01, eta: 2 days, 9:44:18, time: 1.156, data_time: 0.048, memory: 9497, top1_acc: 0.3359, top5_acc: 0.5941, loss_cls: 3.0399, loss: 3.0399, grad_norm: 1.1387 2022-02-08 22:38:34,256 - mmaction - INFO - Epoch [89][60/940] lr: 4.000e-01, eta: 2 days, 9:43:46, time: 1.165, data_time: 0.043, memory: 9497, top1_acc: 0.3502, top5_acc: 0.5961, loss_cls: 2.9965, loss: 2.9965, grad_norm: 1.1341 2022-02-08 22:38:57,572 - mmaction - INFO - Epoch [89][80/940] lr: 4.000e-01, eta: 2 days, 9:43:14, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5824, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.1475 2022-02-08 22:39:21,035 - mmaction - INFO - Epoch [89][100/940] lr: 4.000e-01, eta: 2 days, 9:42:42, time: 1.173, data_time: 0.043, memory: 9497, top1_acc: 0.3340, top5_acc: 0.5912, loss_cls: 3.0556, loss: 3.0556, grad_norm: 1.1474 2022-02-08 22:39:44,371 - mmaction - INFO - Epoch [89][120/940] lr: 4.000e-01, eta: 2 days, 9:42:10, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.3350, top5_acc: 0.5783, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.1402 2022-02-08 22:40:07,730 - mmaction - INFO - Epoch [89][140/940] lr: 4.000e-01, eta: 2 days, 9:41:38, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.3422, top5_acc: 0.5949, loss_cls: 2.9836, loss: 2.9836, grad_norm: 1.1454 2022-02-08 22:40:31,005 - mmaction - INFO - Epoch [89][160/940] lr: 4.000e-01, eta: 2 days, 9:41:06, time: 1.164, data_time: 0.042, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5814, loss_cls: 3.0872, loss: 3.0872, grad_norm: 1.1474 2022-02-08 22:40:54,360 - mmaction - INFO - Epoch [89][180/940] lr: 4.000e-01, eta: 2 days, 9:40:34, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5764, loss_cls: 3.0848, loss: 3.0848, grad_norm: 1.1572 2022-02-08 22:41:17,789 - mmaction - INFO - Epoch [89][200/940] lr: 4.000e-01, eta: 2 days, 9:40:02, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5879, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.1866 2022-02-08 22:41:41,213 - mmaction - INFO - Epoch [89][220/940] lr: 4.000e-01, eta: 2 days, 9:39:30, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.3377, top5_acc: 0.5783, loss_cls: 3.0958, loss: 3.0958, grad_norm: 1.1606 2022-02-08 22:42:04,662 - mmaction - INFO - Epoch [89][240/940] lr: 4.000e-01, eta: 2 days, 9:38:58, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3396, top5_acc: 0.5914, loss_cls: 3.0415, loss: 3.0415, grad_norm: 1.1736 2022-02-08 22:42:28,092 - mmaction - INFO - Epoch [89][260/940] lr: 4.000e-01, eta: 2 days, 9:38:26, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5797, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.1306 2022-02-08 22:42:51,489 - mmaction - INFO - Epoch [89][280/940] lr: 4.000e-01, eta: 2 days, 9:37:54, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5791, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.1462 2022-02-08 22:43:14,942 - mmaction - INFO - Epoch [89][300/940] lr: 4.000e-01, eta: 2 days, 9:37:23, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.3318, top5_acc: 0.5965, loss_cls: 3.0153, loss: 3.0153, grad_norm: 1.1528 2022-02-08 22:43:38,428 - mmaction - INFO - Epoch [89][320/940] lr: 4.000e-01, eta: 2 days, 9:36:51, time: 1.174, data_time: 0.044, memory: 9497, top1_acc: 0.3387, top5_acc: 0.5914, loss_cls: 3.0543, loss: 3.0543, grad_norm: 1.1546 2022-02-08 22:44:01,883 - mmaction - INFO - Epoch [89][340/940] lr: 4.000e-01, eta: 2 days, 9:36:19, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5834, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.1527 2022-02-08 22:44:25,371 - mmaction - INFO - Epoch [89][360/940] lr: 4.000e-01, eta: 2 days, 9:35:48, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5830, loss_cls: 3.0739, loss: 3.0739, grad_norm: 1.1330 2022-02-08 22:44:48,918 - mmaction - INFO - Epoch [89][380/940] lr: 4.000e-01, eta: 2 days, 9:35:16, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3145, top5_acc: 0.5709, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.1404 2022-02-08 22:45:12,470 - mmaction - INFO - Epoch [89][400/940] lr: 4.000e-01, eta: 2 days, 9:34:44, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.3367, top5_acc: 0.5893, loss_cls: 3.0549, loss: 3.0549, grad_norm: 1.1523 2022-02-08 22:45:36,085 - mmaction - INFO - Epoch [89][420/940] lr: 4.000e-01, eta: 2 days, 9:34:13, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5809, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.1651 2022-02-08 22:45:59,952 - mmaction - INFO - Epoch [89][440/940] lr: 4.000e-01, eta: 2 days, 9:33:42, time: 1.193, data_time: 0.055, memory: 9497, top1_acc: 0.3328, top5_acc: 0.5871, loss_cls: 3.0389, loss: 3.0389, grad_norm: 1.1570 2022-02-08 22:46:23,507 - mmaction - INFO - Epoch [89][460/940] lr: 4.000e-01, eta: 2 days, 9:33:10, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5746, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.1634 2022-02-08 22:46:47,015 - mmaction - INFO - Epoch [89][480/940] lr: 4.000e-01, eta: 2 days, 9:32:39, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5764, loss_cls: 3.1033, loss: 3.1033, grad_norm: 1.1462 2022-02-08 22:47:10,648 - mmaction - INFO - Epoch [89][500/940] lr: 4.000e-01, eta: 2 days, 9:32:07, time: 1.182, data_time: 0.050, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5881, loss_cls: 3.0260, loss: 3.0260, grad_norm: 1.1327 2022-02-08 22:47:34,038 - mmaction - INFO - Epoch [89][520/940] lr: 4.000e-01, eta: 2 days, 9:31:36, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5791, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.1469 2022-02-08 22:47:57,725 - mmaction - INFO - Epoch [89][540/940] lr: 4.000e-01, eta: 2 days, 9:31:04, time: 1.184, data_time: 0.053, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5773, loss_cls: 3.1100, loss: 3.1100, grad_norm: 1.1739 2022-02-08 22:48:21,174 - mmaction - INFO - Epoch [89][560/940] lr: 4.000e-01, eta: 2 days, 9:30:33, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5813, loss_cls: 3.0745, loss: 3.0745, grad_norm: 1.1717 2022-02-08 22:48:44,745 - mmaction - INFO - Epoch [89][580/940] lr: 4.000e-01, eta: 2 days, 9:30:01, time: 1.179, data_time: 0.063, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5752, loss_cls: 3.1022, loss: 3.1022, grad_norm: 1.1537 2022-02-08 22:49:08,238 - mmaction - INFO - Epoch [89][600/940] lr: 4.000e-01, eta: 2 days, 9:29:29, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.3420, top5_acc: 0.5900, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.1272 2022-02-08 22:49:31,834 - mmaction - INFO - Epoch [89][620/940] lr: 4.000e-01, eta: 2 days, 9:28:58, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5729, loss_cls: 3.1136, loss: 3.1136, grad_norm: 1.1584 2022-02-08 22:49:55,302 - mmaction - INFO - Epoch [89][640/940] lr: 4.000e-01, eta: 2 days, 9:28:26, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5852, loss_cls: 3.0942, loss: 3.0942, grad_norm: 1.1242 2022-02-08 22:50:18,859 - mmaction - INFO - Epoch [89][660/940] lr: 4.000e-01, eta: 2 days, 9:27:55, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5770, loss_cls: 3.1016, loss: 3.1016, grad_norm: 1.1527 2022-02-08 22:50:42,279 - mmaction - INFO - Epoch [89][680/940] lr: 4.000e-01, eta: 2 days, 9:27:23, time: 1.172, data_time: 0.062, memory: 9497, top1_acc: 0.3320, top5_acc: 0.5820, loss_cls: 3.0874, loss: 3.0874, grad_norm: 1.1644 2022-02-08 22:51:05,847 - mmaction - INFO - Epoch [89][700/940] lr: 4.000e-01, eta: 2 days, 9:26:52, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5771, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.1517 2022-02-08 22:51:29,356 - mmaction - INFO - Epoch [89][720/940] lr: 4.000e-01, eta: 2 days, 9:26:20, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5832, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.1792 2022-02-08 22:51:52,824 - mmaction - INFO - Epoch [89][740/940] lr: 4.000e-01, eta: 2 days, 9:25:48, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5746, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.1502 2022-02-08 22:52:16,382 - mmaction - INFO - Epoch [89][760/940] lr: 4.000e-01, eta: 2 days, 9:25:17, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5795, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.1638 2022-02-08 22:52:39,949 - mmaction - INFO - Epoch [89][780/940] lr: 4.000e-01, eta: 2 days, 9:24:45, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.3225, top5_acc: 0.5652, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.1411 2022-02-08 22:53:03,374 - mmaction - INFO - Epoch [89][800/940] lr: 4.000e-01, eta: 2 days, 9:24:14, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5820, loss_cls: 3.1138, loss: 3.1138, grad_norm: 1.1747 2022-02-08 22:53:26,829 - mmaction - INFO - Epoch [89][820/940] lr: 4.000e-01, eta: 2 days, 9:23:42, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5650, loss_cls: 3.1339, loss: 3.1339, grad_norm: 1.1282 2022-02-08 22:53:50,440 - mmaction - INFO - Epoch [89][840/940] lr: 4.000e-01, eta: 2 days, 9:23:11, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.3186, top5_acc: 0.5750, loss_cls: 3.1056, loss: 3.1056, grad_norm: 1.1203 2022-02-08 22:54:13,956 - mmaction - INFO - Epoch [89][860/940] lr: 4.000e-01, eta: 2 days, 9:22:39, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5893, loss_cls: 3.0463, loss: 3.0463, grad_norm: 1.1509 2022-02-08 22:54:37,361 - mmaction - INFO - Epoch [89][880/940] lr: 4.000e-01, eta: 2 days, 9:22:07, time: 1.170, data_time: 0.067, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5859, loss_cls: 3.0588, loss: 3.0588, grad_norm: 1.1543 2022-02-08 22:55:00,890 - mmaction - INFO - Epoch [89][900/940] lr: 4.000e-01, eta: 2 days, 9:21:36, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5801, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.1445 2022-02-08 22:55:24,396 - mmaction - INFO - Epoch [89][920/940] lr: 4.000e-01, eta: 2 days, 9:21:04, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.3334, top5_acc: 0.5826, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.1402 2022-02-08 22:55:46,677 - mmaction - INFO - Epoch [89][940/940] lr: 4.000e-01, eta: 2 days, 9:20:30, time: 1.114, data_time: 0.058, memory: 9497, top1_acc: 0.3358, top5_acc: 0.5773, loss_cls: 3.0646, loss: 3.0646, grad_norm: 1.1434 2022-02-08 22:58:14,547 - mmaction - INFO - Epoch [90][20/940] lr: 4.000e-01, eta: 2 days, 9:23:45, time: 7.194, data_time: 5.954, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5805, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.1502 2022-02-08 22:58:37,659 - mmaction - INFO - Epoch [90][40/940] lr: 4.000e-01, eta: 2 days, 9:23:12, time: 1.156, data_time: 0.060, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5777, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.1385 2022-02-08 22:59:00,837 - mmaction - INFO - Epoch [90][60/940] lr: 4.000e-01, eta: 2 days, 9:22:40, time: 1.158, data_time: 0.041, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5814, loss_cls: 3.0653, loss: 3.0653, grad_norm: 1.1343 2022-02-08 22:59:24,137 - mmaction - INFO - Epoch [90][80/940] lr: 4.000e-01, eta: 2 days, 9:22:08, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5898, loss_cls: 3.0633, loss: 3.0633, grad_norm: 1.1364 2022-02-08 22:59:47,503 - mmaction - INFO - Epoch [90][100/940] lr: 4.000e-01, eta: 2 days, 9:21:36, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5801, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.1465 2022-02-08 23:00:10,852 - mmaction - INFO - Epoch [90][120/940] lr: 4.000e-01, eta: 2 days, 9:21:04, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.3377, top5_acc: 0.5879, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.1464 2022-02-08 23:00:34,232 - mmaction - INFO - Epoch [90][140/940] lr: 4.000e-01, eta: 2 days, 9:20:32, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.3176, top5_acc: 0.5713, loss_cls: 3.1266, loss: 3.1266, grad_norm: 1.1336 2022-02-08 23:00:57,683 - mmaction - INFO - Epoch [90][160/940] lr: 4.000e-01, eta: 2 days, 9:20:01, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.3287, top5_acc: 0.5779, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.1227 2022-02-08 23:01:20,999 - mmaction - INFO - Epoch [90][180/940] lr: 4.000e-01, eta: 2 days, 9:19:29, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5875, loss_cls: 3.0737, loss: 3.0737, grad_norm: 1.1666 2022-02-08 23:01:44,340 - mmaction - INFO - Epoch [90][200/940] lr: 4.000e-01, eta: 2 days, 9:18:57, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.3193, top5_acc: 0.5809, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.1456 2022-02-08 23:02:07,907 - mmaction - INFO - Epoch [90][220/940] lr: 4.000e-01, eta: 2 days, 9:18:25, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5807, loss_cls: 3.0942, loss: 3.0942, grad_norm: 1.1186 2022-02-08 23:02:31,316 - mmaction - INFO - Epoch [90][240/940] lr: 4.000e-01, eta: 2 days, 9:17:54, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.3418, top5_acc: 0.5896, loss_cls: 3.0445, loss: 3.0445, grad_norm: 1.1676 2022-02-08 23:02:54,858 - mmaction - INFO - Epoch [90][260/940] lr: 4.000e-01, eta: 2 days, 9:17:22, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3129, top5_acc: 0.5811, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.1550 2022-02-08 23:03:18,400 - mmaction - INFO - Epoch [90][280/940] lr: 4.000e-01, eta: 2 days, 9:16:51, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.3166, top5_acc: 0.5789, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.1712 2022-02-08 23:03:41,777 - mmaction - INFO - Epoch [90][300/940] lr: 4.000e-01, eta: 2 days, 9:16:19, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5729, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.1341 2022-02-08 23:04:05,178 - mmaction - INFO - Epoch [90][320/940] lr: 4.000e-01, eta: 2 days, 9:15:47, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3316, top5_acc: 0.5898, loss_cls: 3.0402, loss: 3.0402, grad_norm: 1.1524 2022-02-08 23:04:28,891 - mmaction - INFO - Epoch [90][340/940] lr: 4.000e-01, eta: 2 days, 9:15:16, time: 1.186, data_time: 0.068, memory: 9497, top1_acc: 0.3156, top5_acc: 0.5691, loss_cls: 3.1279, loss: 3.1279, grad_norm: 1.1873 2022-02-08 23:04:52,410 - mmaction - INFO - Epoch [90][360/940] lr: 4.000e-01, eta: 2 days, 9:14:44, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5766, loss_cls: 3.1028, loss: 3.1028, grad_norm: 1.1410 2022-02-08 23:05:15,879 - mmaction - INFO - Epoch [90][380/940] lr: 4.000e-01, eta: 2 days, 9:14:13, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5854, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.1338 2022-02-08 23:05:39,384 - mmaction - INFO - Epoch [90][400/940] lr: 4.000e-01, eta: 2 days, 9:13:41, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.3316, top5_acc: 0.5762, loss_cls: 3.0676, loss: 3.0676, grad_norm: 1.1481 2022-02-08 23:06:02,893 - mmaction - INFO - Epoch [90][420/940] lr: 4.000e-01, eta: 2 days, 9:13:10, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5816, loss_cls: 3.0795, loss: 3.0795, grad_norm: 1.1418 2022-02-08 23:06:26,438 - mmaction - INFO - Epoch [90][440/940] lr: 4.000e-01, eta: 2 days, 9:12:38, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.3346, top5_acc: 0.5969, loss_cls: 3.0101, loss: 3.0101, grad_norm: 1.1431 2022-02-08 23:06:50,005 - mmaction - INFO - Epoch [90][460/940] lr: 4.000e-01, eta: 2 days, 9:12:07, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5746, loss_cls: 3.0900, loss: 3.0900, grad_norm: 1.1606 2022-02-08 23:07:13,435 - mmaction - INFO - Epoch [90][480/940] lr: 4.000e-01, eta: 2 days, 9:11:35, time: 1.171, data_time: 0.044, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5830, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.1496 2022-02-08 23:07:37,007 - mmaction - INFO - Epoch [90][500/940] lr: 4.000e-01, eta: 2 days, 9:11:04, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5777, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.1548 2022-02-08 23:08:00,572 - mmaction - INFO - Epoch [90][520/940] lr: 4.000e-01, eta: 2 days, 9:10:32, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5893, loss_cls: 3.0517, loss: 3.0517, grad_norm: 1.1495 2022-02-08 23:08:24,026 - mmaction - INFO - Epoch [90][540/940] lr: 4.000e-01, eta: 2 days, 9:10:01, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5809, loss_cls: 3.0896, loss: 3.0896, grad_norm: 1.1645 2022-02-08 23:08:47,592 - mmaction - INFO - Epoch [90][560/940] lr: 4.000e-01, eta: 2 days, 9:09:29, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.3334, top5_acc: 0.5805, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.1451 2022-02-08 23:09:11,062 - mmaction - INFO - Epoch [90][580/940] lr: 4.000e-01, eta: 2 days, 9:08:58, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5824, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.1689 2022-02-08 23:09:34,567 - mmaction - INFO - Epoch [90][600/940] lr: 4.000e-01, eta: 2 days, 9:08:26, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3365, top5_acc: 0.5879, loss_cls: 3.0399, loss: 3.0399, grad_norm: 1.1421 2022-02-08 23:09:58,115 - mmaction - INFO - Epoch [90][620/940] lr: 4.000e-01, eta: 2 days, 9:07:55, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.3332, top5_acc: 0.5898, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.1378 2022-02-08 23:10:21,814 - mmaction - INFO - Epoch [90][640/940] lr: 4.000e-01, eta: 2 days, 9:07:24, time: 1.185, data_time: 0.055, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5838, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.1658 2022-02-08 23:10:45,263 - mmaction - INFO - Epoch [90][660/940] lr: 4.000e-01, eta: 2 days, 9:06:52, time: 1.173, data_time: 0.047, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5729, loss_cls: 3.1167, loss: 3.1167, grad_norm: 1.1805 2022-02-08 23:11:08,910 - mmaction - INFO - Epoch [90][680/940] lr: 4.000e-01, eta: 2 days, 9:06:21, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5746, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.1479 2022-02-08 23:11:32,370 - mmaction - INFO - Epoch [90][700/940] lr: 4.000e-01, eta: 2 days, 9:05:49, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5773, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.1397 2022-02-08 23:11:55,853 - mmaction - INFO - Epoch [90][720/940] lr: 4.000e-01, eta: 2 days, 9:05:18, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5930, loss_cls: 3.0885, loss: 3.0885, grad_norm: 1.1460 2022-02-08 23:12:19,354 - mmaction - INFO - Epoch [90][740/940] lr: 4.000e-01, eta: 2 days, 9:04:46, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5770, loss_cls: 3.0973, loss: 3.0973, grad_norm: 1.1544 2022-02-08 23:12:42,883 - mmaction - INFO - Epoch [90][760/940] lr: 4.000e-01, eta: 2 days, 9:04:15, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5834, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.1662 2022-02-08 23:13:06,467 - mmaction - INFO - Epoch [90][780/940] lr: 4.000e-01, eta: 2 days, 9:03:43, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.3363, top5_acc: 0.5809, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.1382 2022-02-08 23:13:29,953 - mmaction - INFO - Epoch [90][800/940] lr: 4.000e-01, eta: 2 days, 9:03:12, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5814, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.1146 2022-02-08 23:13:53,517 - mmaction - INFO - Epoch [90][820/940] lr: 4.000e-01, eta: 2 days, 9:02:41, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3424, top5_acc: 0.5828, loss_cls: 3.0490, loss: 3.0490, grad_norm: 1.1586 2022-02-08 23:14:17,009 - mmaction - INFO - Epoch [90][840/940] lr: 4.000e-01, eta: 2 days, 9:02:09, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.3230, top5_acc: 0.5715, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.1610 2022-02-08 23:14:40,441 - mmaction - INFO - Epoch [90][860/940] lr: 4.000e-01, eta: 2 days, 9:01:37, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5738, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.1243 2022-02-08 23:15:03,904 - mmaction - INFO - Epoch [90][880/940] lr: 4.000e-01, eta: 2 days, 9:01:06, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5697, loss_cls: 3.1315, loss: 3.1315, grad_norm: 1.1672 2022-02-08 23:15:27,422 - mmaction - INFO - Epoch [90][900/940] lr: 4.000e-01, eta: 2 days, 9:00:34, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5750, loss_cls: 3.1192, loss: 3.1192, grad_norm: 1.1666 2022-02-08 23:15:50,931 - mmaction - INFO - Epoch [90][920/940] lr: 4.000e-01, eta: 2 days, 9:00:03, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5684, loss_cls: 3.1198, loss: 3.1198, grad_norm: 1.1347 2022-02-08 23:16:13,366 - mmaction - INFO - Epoch [90][940/940] lr: 4.000e-01, eta: 2 days, 8:59:30, time: 1.122, data_time: 0.058, memory: 9497, top1_acc: 0.3204, top5_acc: 0.5915, loss_cls: 3.0754, loss: 3.0754, grad_norm: 1.1481 2022-02-08 23:16:15,717 - mmaction - INFO - Saving checkpoint at 90 epochs 2022-02-08 23:19:22,818 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-08 23:19:23,536 - mmaction - INFO - top1_acc 0.3603 top5_acc 0.6419 2022-02-08 23:19:23,536 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-08 23:19:23,564 - mmaction - INFO - mean_acc 0.3603 2022-02-08 23:19:23,567 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_80.pth was removed 2022-02-08 23:19:24,324 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_90.pth. 2022-02-08 23:19:24,325 - mmaction - INFO - Best top1_acc is 0.3603 at 90 epoch. 2022-02-08 23:19:24,333 - mmaction - INFO - Epoch(val) [90][78] top1_acc: 0.3603, top5_acc: 0.6419, mean_class_accuracy: 0.3603 2022-02-08 23:21:45,494 - mmaction - INFO - Epoch [91][20/940] lr: 4.000e-01, eta: 2 days, 9:02:35, time: 7.056, data_time: 5.764, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5723, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.1547 2022-02-08 23:22:08,549 - mmaction - INFO - Epoch [91][40/940] lr: 4.000e-01, eta: 2 days, 9:02:03, time: 1.153, data_time: 0.045, memory: 9497, top1_acc: 0.3287, top5_acc: 0.5828, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.1347 2022-02-08 23:22:31,875 - mmaction - INFO - Epoch [91][60/940] lr: 4.000e-01, eta: 2 days, 9:01:31, time: 1.166, data_time: 0.047, memory: 9497, top1_acc: 0.3369, top5_acc: 0.5850, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.1792 2022-02-08 23:22:55,136 - mmaction - INFO - Epoch [91][80/940] lr: 4.000e-01, eta: 2 days, 9:00:59, time: 1.162, data_time: 0.044, memory: 9497, top1_acc: 0.3270, top5_acc: 0.5783, loss_cls: 3.1078, loss: 3.1078, grad_norm: 1.1685 2022-02-08 23:23:18,465 - mmaction - INFO - Epoch [91][100/940] lr: 4.000e-01, eta: 2 days, 9:00:27, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.3184, top5_acc: 0.5625, loss_cls: 3.1646, loss: 3.1646, grad_norm: 1.1187 2022-02-08 23:23:41,762 - mmaction - INFO - Epoch [91][120/940] lr: 4.000e-01, eta: 2 days, 8:59:55, time: 1.165, data_time: 0.044, memory: 9497, top1_acc: 0.3385, top5_acc: 0.5926, loss_cls: 3.0498, loss: 3.0498, grad_norm: 1.1249 2022-02-08 23:24:05,118 - mmaction - INFO - Epoch [91][140/940] lr: 4.000e-01, eta: 2 days, 8:59:23, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5766, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.1741 2022-02-08 23:24:28,454 - mmaction - INFO - Epoch [91][160/940] lr: 4.000e-01, eta: 2 days, 8:58:51, time: 1.165, data_time: 0.051, memory: 9497, top1_acc: 0.3379, top5_acc: 0.6039, loss_cls: 2.9829, loss: 2.9829, grad_norm: 1.1492 2022-02-08 23:24:51,899 - mmaction - INFO - Epoch [91][180/940] lr: 4.000e-01, eta: 2 days, 8:58:20, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.3459, top5_acc: 0.5971, loss_cls: 3.0045, loss: 3.0045, grad_norm: 1.1665 2022-02-08 23:25:15,303 - mmaction - INFO - Epoch [91][200/940] lr: 4.000e-01, eta: 2 days, 8:57:48, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5736, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.1462 2022-02-08 23:25:38,724 - mmaction - INFO - Epoch [91][220/940] lr: 4.000e-01, eta: 2 days, 8:57:17, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.3412, top5_acc: 0.5953, loss_cls: 3.0249, loss: 3.0249, grad_norm: 1.1377 2022-02-08 23:26:02,135 - mmaction - INFO - Epoch [91][240/940] lr: 4.000e-01, eta: 2 days, 8:56:45, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5807, loss_cls: 3.0955, loss: 3.0955, grad_norm: 1.1627 2022-02-08 23:26:25,520 - mmaction - INFO - Epoch [91][260/940] lr: 4.000e-01, eta: 2 days, 8:56:13, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5947, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.1585 2022-02-08 23:26:48,878 - mmaction - INFO - Epoch [91][280/940] lr: 4.000e-01, eta: 2 days, 8:55:41, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.3316, top5_acc: 0.5881, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.1434 2022-02-08 23:27:12,346 - mmaction - INFO - Epoch [91][300/940] lr: 4.000e-01, eta: 2 days, 8:55:10, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5830, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.1687 2022-02-08 23:27:35,791 - mmaction - INFO - Epoch [91][320/940] lr: 4.000e-01, eta: 2 days, 8:54:38, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5807, loss_cls: 3.0950, loss: 3.0950, grad_norm: 1.1750 2022-02-08 23:27:59,222 - mmaction - INFO - Epoch [91][340/940] lr: 4.000e-01, eta: 2 days, 8:54:07, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5760, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.1391 2022-02-08 23:28:22,570 - mmaction - INFO - Epoch [91][360/940] lr: 4.000e-01, eta: 2 days, 8:53:35, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.3316, top5_acc: 0.5930, loss_cls: 3.0447, loss: 3.0447, grad_norm: 1.1527 2022-02-08 23:28:46,042 - mmaction - INFO - Epoch [91][380/940] lr: 4.000e-01, eta: 2 days, 8:53:04, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.3180, top5_acc: 0.5764, loss_cls: 3.1146, loss: 3.1146, grad_norm: 1.1466 2022-02-08 23:29:09,532 - mmaction - INFO - Epoch [91][400/940] lr: 4.000e-01, eta: 2 days, 8:52:32, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5758, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.1451 2022-02-08 23:29:33,070 - mmaction - INFO - Epoch [91][420/940] lr: 4.000e-01, eta: 2 days, 8:52:01, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5820, loss_cls: 3.0768, loss: 3.0768, grad_norm: 1.1414 2022-02-08 23:29:56,502 - mmaction - INFO - Epoch [91][440/940] lr: 4.000e-01, eta: 2 days, 8:51:29, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5773, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.1613 2022-02-08 23:30:20,035 - mmaction - INFO - Epoch [91][460/940] lr: 4.000e-01, eta: 2 days, 8:50:58, time: 1.177, data_time: 0.047, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5820, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.1331 2022-02-08 23:30:43,441 - mmaction - INFO - Epoch [91][480/940] lr: 4.000e-01, eta: 2 days, 8:50:26, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.3393, top5_acc: 0.5838, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.1535 2022-02-08 23:31:06,895 - mmaction - INFO - Epoch [91][500/940] lr: 4.000e-01, eta: 2 days, 8:49:55, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.3350, top5_acc: 0.5822, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.1569 2022-02-08 23:31:30,511 - mmaction - INFO - Epoch [91][520/940] lr: 4.000e-01, eta: 2 days, 8:49:23, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.3307, top5_acc: 0.5844, loss_cls: 3.0908, loss: 3.0908, grad_norm: 1.1390 2022-02-08 23:31:54,113 - mmaction - INFO - Epoch [91][540/940] lr: 4.000e-01, eta: 2 days, 8:48:52, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5727, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.1356 2022-02-08 23:32:17,639 - mmaction - INFO - Epoch [91][560/940] lr: 4.000e-01, eta: 2 days, 8:48:21, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.3354, top5_acc: 0.5883, loss_cls: 3.0513, loss: 3.0513, grad_norm: 1.1748 2022-02-08 23:32:41,099 - mmaction - INFO - Epoch [91][580/940] lr: 4.000e-01, eta: 2 days, 8:47:49, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3117, top5_acc: 0.5666, loss_cls: 3.1319, loss: 3.1319, grad_norm: 1.1731 2022-02-08 23:33:04,637 - mmaction - INFO - Epoch [91][600/940] lr: 4.000e-01, eta: 2 days, 8:47:18, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5807, loss_cls: 3.0690, loss: 3.0690, grad_norm: 1.1636 2022-02-08 23:33:28,140 - mmaction - INFO - Epoch [91][620/940] lr: 4.000e-01, eta: 2 days, 8:46:46, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.3221, top5_acc: 0.5777, loss_cls: 3.1061, loss: 3.1061, grad_norm: 1.1618 2022-02-08 23:33:51,683 - mmaction - INFO - Epoch [91][640/940] lr: 4.000e-01, eta: 2 days, 8:46:15, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5803, loss_cls: 3.0971, loss: 3.0971, grad_norm: 1.1352 2022-02-08 23:34:15,339 - mmaction - INFO - Epoch [91][660/940] lr: 4.000e-01, eta: 2 days, 8:45:44, time: 1.183, data_time: 0.050, memory: 9497, top1_acc: 0.3475, top5_acc: 0.5939, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.1217 2022-02-08 23:34:38,829 - mmaction - INFO - Epoch [91][680/940] lr: 4.000e-01, eta: 2 days, 8:45:12, time: 1.174, data_time: 0.046, memory: 9497, top1_acc: 0.3229, top5_acc: 0.5795, loss_cls: 3.0848, loss: 3.0848, grad_norm: 1.1713 2022-02-08 23:35:02,483 - mmaction - INFO - Epoch [91][700/940] lr: 4.000e-01, eta: 2 days, 8:44:41, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5850, loss_cls: 3.0685, loss: 3.0685, grad_norm: 1.1522 2022-02-08 23:35:25,889 - mmaction - INFO - Epoch [91][720/940] lr: 4.000e-01, eta: 2 days, 8:44:10, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5902, loss_cls: 3.0678, loss: 3.0678, grad_norm: 1.1484 2022-02-08 23:35:49,228 - mmaction - INFO - Epoch [91][740/940] lr: 4.000e-01, eta: 2 days, 8:43:38, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5828, loss_cls: 3.0938, loss: 3.0938, grad_norm: 1.1565 2022-02-08 23:36:12,684 - mmaction - INFO - Epoch [91][760/940] lr: 4.000e-01, eta: 2 days, 8:43:07, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5805, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.1390 2022-02-08 23:36:36,188 - mmaction - INFO - Epoch [91][780/940] lr: 4.000e-01, eta: 2 days, 8:42:35, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.3260, top5_acc: 0.5793, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.1494 2022-02-08 23:36:59,660 - mmaction - INFO - Epoch [91][800/940] lr: 4.000e-01, eta: 2 days, 8:42:04, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.3191, top5_acc: 0.5771, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.1221 2022-02-08 23:37:23,262 - mmaction - INFO - Epoch [91][820/940] lr: 4.000e-01, eta: 2 days, 8:41:33, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.3268, top5_acc: 0.5771, loss_cls: 3.0957, loss: 3.0957, grad_norm: 1.1295 2022-02-08 23:37:46,688 - mmaction - INFO - Epoch [91][840/940] lr: 4.000e-01, eta: 2 days, 8:41:01, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3262, top5_acc: 0.5715, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.1384 2022-02-08 23:38:10,460 - mmaction - INFO - Epoch [91][860/940] lr: 4.000e-01, eta: 2 days, 8:40:30, time: 1.189, data_time: 0.050, memory: 9497, top1_acc: 0.3441, top5_acc: 0.5871, loss_cls: 3.0676, loss: 3.0676, grad_norm: 1.1581 2022-02-08 23:38:34,224 - mmaction - INFO - Epoch [91][880/940] lr: 4.000e-01, eta: 2 days, 8:39:59, time: 1.188, data_time: 0.054, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5713, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.1533 2022-02-08 23:38:57,829 - mmaction - INFO - Epoch [91][900/940] lr: 4.000e-01, eta: 2 days, 8:39:28, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.3293, top5_acc: 0.5813, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.1417 2022-02-08 23:39:21,508 - mmaction - INFO - Epoch [91][920/940] lr: 4.000e-01, eta: 2 days, 8:38:57, time: 1.185, data_time: 0.053, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5869, loss_cls: 3.1023, loss: 3.1023, grad_norm: 1.1485 2022-02-08 23:39:44,033 - mmaction - INFO - Epoch [91][940/940] lr: 4.000e-01, eta: 2 days, 8:38:24, time: 1.126, data_time: 0.059, memory: 9497, top1_acc: 0.3306, top5_acc: 0.5755, loss_cls: 3.0889, loss: 3.0889, grad_norm: 1.1508 2022-02-08 23:42:26,539 - mmaction - INFO - Epoch [92][20/940] lr: 4.000e-01, eta: 2 days, 8:41:59, time: 7.979, data_time: 6.029, memory: 9497, top1_acc: 0.3355, top5_acc: 0.5879, loss_cls: 3.0508, loss: 3.0508, grad_norm: 1.1564 2022-02-08 23:42:49,656 - mmaction - INFO - Epoch [92][40/940] lr: 4.000e-01, eta: 2 days, 8:41:27, time: 1.157, data_time: 0.060, memory: 9497, top1_acc: 0.3383, top5_acc: 0.5834, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.1456 2022-02-08 23:43:12,903 - mmaction - INFO - Epoch [92][60/940] lr: 4.000e-01, eta: 2 days, 8:40:55, time: 1.162, data_time: 0.042, memory: 9497, top1_acc: 0.3334, top5_acc: 0.5760, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.1621 2022-02-08 23:43:36,092 - mmaction - INFO - Epoch [92][80/940] lr: 4.000e-01, eta: 2 days, 8:40:23, time: 1.160, data_time: 0.049, memory: 9497, top1_acc: 0.3309, top5_acc: 0.5848, loss_cls: 3.0588, loss: 3.0588, grad_norm: 1.1620 2022-02-08 23:43:59,352 - mmaction - INFO - Epoch [92][100/940] lr: 4.000e-01, eta: 2 days, 8:39:51, time: 1.163, data_time: 0.048, memory: 9497, top1_acc: 0.3352, top5_acc: 0.5844, loss_cls: 3.0507, loss: 3.0507, grad_norm: 1.1592 2022-02-08 23:44:22,667 - mmaction - INFO - Epoch [92][120/940] lr: 4.000e-01, eta: 2 days, 8:39:20, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.3291, top5_acc: 0.5832, loss_cls: 3.0503, loss: 3.0503, grad_norm: 1.1452 2022-02-08 23:44:45,883 - mmaction - INFO - Epoch [92][140/940] lr: 4.000e-01, eta: 2 days, 8:38:48, time: 1.161, data_time: 0.048, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5713, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.1481 2022-02-08 23:45:09,205 - mmaction - INFO - Epoch [92][160/940] lr: 4.000e-01, eta: 2 days, 8:38:16, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.3248, top5_acc: 0.5824, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.1442 2022-02-08 23:45:32,624 - mmaction - INFO - Epoch [92][180/940] lr: 4.000e-01, eta: 2 days, 8:37:44, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.3332, top5_acc: 0.5828, loss_cls: 3.0525, loss: 3.0525, grad_norm: 1.1748 2022-02-08 23:45:55,864 - mmaction - INFO - Epoch [92][200/940] lr: 4.000e-01, eta: 2 days, 8:37:13, time: 1.162, data_time: 0.055, memory: 9497, top1_acc: 0.3348, top5_acc: 0.5816, loss_cls: 3.0620, loss: 3.0620, grad_norm: 1.1314 2022-02-08 23:46:19,306 - mmaction - INFO - Epoch [92][220/940] lr: 4.000e-01, eta: 2 days, 8:36:41, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.3367, top5_acc: 0.5934, loss_cls: 3.0295, loss: 3.0295, grad_norm: 1.1406 2022-02-08 23:46:42,724 - mmaction - INFO - Epoch [92][240/940] lr: 4.000e-01, eta: 2 days, 8:36:10, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3150, top5_acc: 0.5947, loss_cls: 3.0709, loss: 3.0709, grad_norm: 1.1530 2022-02-08 23:47:06,253 - mmaction - INFO - Epoch [92][260/940] lr: 4.000e-01, eta: 2 days, 8:35:38, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5742, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.1380 2022-02-08 23:47:29,679 - mmaction - INFO - Epoch [92][280/940] lr: 4.000e-01, eta: 2 days, 8:35:07, time: 1.171, data_time: 0.061, memory: 9497, top1_acc: 0.3232, top5_acc: 0.5865, loss_cls: 3.0555, loss: 3.0555, grad_norm: 1.1639 2022-02-08 23:47:53,136 - mmaction - INFO - Epoch [92][300/940] lr: 4.000e-01, eta: 2 days, 8:34:35, time: 1.173, data_time: 0.047, memory: 9497, top1_acc: 0.3426, top5_acc: 0.5922, loss_cls: 3.0282, loss: 3.0282, grad_norm: 1.1370 2022-02-08 23:48:16,574 - mmaction - INFO - Epoch [92][320/940] lr: 4.000e-01, eta: 2 days, 8:34:04, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3332, top5_acc: 0.5955, loss_cls: 3.0346, loss: 3.0346, grad_norm: 1.1721 2022-02-08 23:48:40,116 - mmaction - INFO - Epoch [92][340/940] lr: 4.000e-01, eta: 2 days, 8:33:32, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3322, top5_acc: 0.5883, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.1388 2022-02-08 23:49:03,755 - mmaction - INFO - Epoch [92][360/940] lr: 4.000e-01, eta: 2 days, 8:33:01, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5824, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.1782 2022-02-08 23:49:27,288 - mmaction - INFO - Epoch [92][380/940] lr: 4.000e-01, eta: 2 days, 8:32:30, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5865, loss_cls: 3.0573, loss: 3.0573, grad_norm: 1.1362 2022-02-08 23:49:50,857 - mmaction - INFO - Epoch [92][400/940] lr: 4.000e-01, eta: 2 days, 8:31:59, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5826, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.1663 2022-02-08 23:50:14,471 - mmaction - INFO - Epoch [92][420/940] lr: 4.000e-01, eta: 2 days, 8:31:28, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.3393, top5_acc: 0.5850, loss_cls: 3.0701, loss: 3.0701, grad_norm: 1.1461 2022-02-08 23:50:37,838 - mmaction - INFO - Epoch [92][440/940] lr: 4.000e-01, eta: 2 days, 8:30:56, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5773, loss_cls: 3.0928, loss: 3.0928, grad_norm: 1.1567 2022-02-08 23:51:01,337 - mmaction - INFO - Epoch [92][460/940] lr: 4.000e-01, eta: 2 days, 8:30:25, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5846, loss_cls: 3.1235, loss: 3.1235, grad_norm: 1.1692 2022-02-08 23:51:24,800 - mmaction - INFO - Epoch [92][480/940] lr: 4.000e-01, eta: 2 days, 8:29:53, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.3318, top5_acc: 0.5850, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.1637 2022-02-08 23:51:48,224 - mmaction - INFO - Epoch [92][500/940] lr: 4.000e-01, eta: 2 days, 8:29:22, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.3389, top5_acc: 0.5900, loss_cls: 3.0454, loss: 3.0454, grad_norm: 1.1656 2022-02-08 23:52:11,741 - mmaction - INFO - Epoch [92][520/940] lr: 4.000e-01, eta: 2 days, 8:28:50, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5834, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.1685 2022-02-08 23:52:35,172 - mmaction - INFO - Epoch [92][540/940] lr: 4.000e-01, eta: 2 days, 8:28:19, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5779, loss_cls: 3.0962, loss: 3.0962, grad_norm: 1.1420 2022-02-08 23:52:58,718 - mmaction - INFO - Epoch [92][560/940] lr: 4.000e-01, eta: 2 days, 8:27:48, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5848, loss_cls: 3.0737, loss: 3.0737, grad_norm: 1.1594 2022-02-08 23:53:22,314 - mmaction - INFO - Epoch [92][580/940] lr: 4.000e-01, eta: 2 days, 8:27:16, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.3494, top5_acc: 0.5914, loss_cls: 3.0151, loss: 3.0151, grad_norm: 1.1382 2022-02-08 23:53:45,991 - mmaction - INFO - Epoch [92][600/940] lr: 4.000e-01, eta: 2 days, 8:26:45, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5678, loss_cls: 3.1363, loss: 3.1363, grad_norm: 1.1841 2022-02-08 23:54:09,721 - mmaction - INFO - Epoch [92][620/940] lr: 4.000e-01, eta: 2 days, 8:26:14, time: 1.187, data_time: 0.055, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5797, loss_cls: 3.0959, loss: 3.0959, grad_norm: 1.1455 2022-02-08 23:54:33,274 - mmaction - INFO - Epoch [92][640/940] lr: 4.000e-01, eta: 2 days, 8:25:43, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5662, loss_cls: 3.1557, loss: 3.1557, grad_norm: 1.1428 2022-02-08 23:54:57,155 - mmaction - INFO - Epoch [92][660/940] lr: 4.000e-01, eta: 2 days, 8:25:13, time: 1.193, data_time: 0.058, memory: 9497, top1_acc: 0.3242, top5_acc: 0.5760, loss_cls: 3.1052, loss: 3.1052, grad_norm: 1.1667 2022-02-08 23:55:21,290 - mmaction - INFO - Epoch [92][680/940] lr: 4.000e-01, eta: 2 days, 8:24:42, time: 1.208, data_time: 0.087, memory: 9497, top1_acc: 0.3209, top5_acc: 0.5732, loss_cls: 3.1192, loss: 3.1192, grad_norm: 1.1444 2022-02-08 23:55:45,030 - mmaction - INFO - Epoch [92][700/940] lr: 4.000e-01, eta: 2 days, 8:24:11, time: 1.186, data_time: 0.055, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5898, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.1393 2022-02-08 23:56:08,870 - mmaction - INFO - Epoch [92][720/940] lr: 4.000e-01, eta: 2 days, 8:23:41, time: 1.193, data_time: 0.064, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5762, loss_cls: 3.0732, loss: 3.0732, grad_norm: 1.1501 2022-02-08 23:56:32,526 - mmaction - INFO - Epoch [92][740/940] lr: 4.000e-01, eta: 2 days, 8:23:10, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.3205, top5_acc: 0.5721, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.1619 2022-02-08 23:56:56,199 - mmaction - INFO - Epoch [92][760/940] lr: 4.000e-01, eta: 2 days, 8:22:39, time: 1.184, data_time: 0.059, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5736, loss_cls: 3.1132, loss: 3.1132, grad_norm: 1.1317 2022-02-08 23:57:19,753 - mmaction - INFO - Epoch [92][780/940] lr: 4.000e-01, eta: 2 days, 8:22:08, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5836, loss_cls: 3.0692, loss: 3.0692, grad_norm: 1.1749 2022-02-08 23:57:43,377 - mmaction - INFO - Epoch [92][800/940] lr: 4.000e-01, eta: 2 days, 8:21:36, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5689, loss_cls: 3.1269, loss: 3.1269, grad_norm: 1.1435 2022-02-08 23:58:06,955 - mmaction - INFO - Epoch [92][820/940] lr: 4.000e-01, eta: 2 days, 8:21:05, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5875, loss_cls: 3.0771, loss: 3.0771, grad_norm: 1.1344 2022-02-08 23:58:30,642 - mmaction - INFO - Epoch [92][840/940] lr: 4.000e-01, eta: 2 days, 8:20:34, time: 1.184, data_time: 0.059, memory: 9497, top1_acc: 0.3207, top5_acc: 0.5738, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.1569 2022-02-08 23:58:54,163 - mmaction - INFO - Epoch [92][860/940] lr: 4.000e-01, eta: 2 days, 8:20:03, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5771, loss_cls: 3.0839, loss: 3.0839, grad_norm: 1.1404 2022-02-08 23:59:17,797 - mmaction - INFO - Epoch [92][880/940] lr: 4.000e-01, eta: 2 days, 8:19:32, time: 1.182, data_time: 0.062, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5830, loss_cls: 3.1051, loss: 3.1051, grad_norm: 1.1323 2022-02-08 23:59:41,340 - mmaction - INFO - Epoch [92][900/940] lr: 4.000e-01, eta: 2 days, 8:19:01, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.3328, top5_acc: 0.5859, loss_cls: 3.0956, loss: 3.0956, grad_norm: 1.1643 2022-02-09 00:00:04,947 - mmaction - INFO - Epoch [92][920/940] lr: 4.000e-01, eta: 2 days, 8:18:30, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5818, loss_cls: 3.0717, loss: 3.0717, grad_norm: 1.1341 2022-02-09 00:00:30,443 - mmaction - INFO - Epoch [92][940/940] lr: 4.000e-01, eta: 2 days, 8:18:02, time: 1.274, data_time: 0.064, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5800, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.1394 2022-02-09 00:03:08,103 - mmaction - INFO - Epoch [93][20/940] lr: 4.000e-01, eta: 2 days, 8:21:23, time: 7.705, data_time: 6.117, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5695, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.1652 2022-02-09 00:03:31,170 - mmaction - INFO - Epoch [93][40/940] lr: 4.000e-01, eta: 2 days, 8:20:51, time: 1.154, data_time: 0.052, memory: 9497, top1_acc: 0.3240, top5_acc: 0.5902, loss_cls: 3.0427, loss: 3.0427, grad_norm: 1.1527 2022-02-09 00:03:54,450 - mmaction - INFO - Epoch [93][60/940] lr: 4.000e-01, eta: 2 days, 8:20:20, time: 1.164, data_time: 0.043, memory: 9497, top1_acc: 0.3312, top5_acc: 0.5895, loss_cls: 3.0464, loss: 3.0464, grad_norm: 1.1464 2022-02-09 00:04:17,634 - mmaction - INFO - Epoch [93][80/940] lr: 4.000e-01, eta: 2 days, 8:19:48, time: 1.159, data_time: 0.046, memory: 9497, top1_acc: 0.3363, top5_acc: 0.5881, loss_cls: 3.0420, loss: 3.0420, grad_norm: 1.1393 2022-02-09 00:04:40,976 - mmaction - INFO - Epoch [93][100/940] lr: 4.000e-01, eta: 2 days, 8:19:16, time: 1.167, data_time: 0.047, memory: 9497, top1_acc: 0.3123, top5_acc: 0.5682, loss_cls: 3.1503, loss: 3.1503, grad_norm: 1.1282 2022-02-09 00:05:04,268 - mmaction - INFO - Epoch [93][120/940] lr: 4.000e-01, eta: 2 days, 8:18:44, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.3455, top5_acc: 0.5896, loss_cls: 3.0431, loss: 3.0431, grad_norm: 1.1476 2022-02-09 00:05:27,618 - mmaction - INFO - Epoch [93][140/940] lr: 4.000e-01, eta: 2 days, 8:18:13, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.3490, top5_acc: 0.5906, loss_cls: 3.0237, loss: 3.0237, grad_norm: 1.1362 2022-02-09 00:05:51,049 - mmaction - INFO - Epoch [93][160/940] lr: 4.000e-01, eta: 2 days, 8:17:41, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3273, top5_acc: 0.5795, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.1527 2022-02-09 00:06:14,384 - mmaction - INFO - Epoch [93][180/940] lr: 4.000e-01, eta: 2 days, 8:17:10, time: 1.167, data_time: 0.055, memory: 9497, top1_acc: 0.3250, top5_acc: 0.5740, loss_cls: 3.1123, loss: 3.1123, grad_norm: 1.1615 2022-02-09 00:06:37,826 - mmaction - INFO - Epoch [93][200/940] lr: 4.000e-01, eta: 2 days, 8:16:38, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5734, loss_cls: 3.1048, loss: 3.1048, grad_norm: 1.1347 2022-02-09 00:07:01,239 - mmaction - INFO - Epoch [93][220/940] lr: 4.000e-01, eta: 2 days, 8:16:07, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.3279, top5_acc: 0.5748, loss_cls: 3.0770, loss: 3.0770, grad_norm: 1.1653 2022-02-09 00:07:24,671 - mmaction - INFO - Epoch [93][240/940] lr: 4.000e-01, eta: 2 days, 8:15:35, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5865, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.1600 2022-02-09 00:07:48,063 - mmaction - INFO - Epoch [93][260/940] lr: 4.000e-01, eta: 2 days, 8:15:04, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5830, loss_cls: 3.0413, loss: 3.0413, grad_norm: 1.1614 2022-02-09 00:08:11,523 - mmaction - INFO - Epoch [93][280/940] lr: 4.000e-01, eta: 2 days, 8:14:32, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5791, loss_cls: 3.0903, loss: 3.0903, grad_norm: 1.1605 2022-02-09 00:08:35,009 - mmaction - INFO - Epoch [93][300/940] lr: 4.000e-01, eta: 2 days, 8:14:01, time: 1.174, data_time: 0.063, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5809, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.1487 2022-02-09 00:08:58,480 - mmaction - INFO - Epoch [93][320/940] lr: 4.000e-01, eta: 2 days, 8:13:30, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.3127, top5_acc: 0.5617, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.1492 2022-02-09 00:09:21,974 - mmaction - INFO - Epoch [93][340/940] lr: 4.000e-01, eta: 2 days, 8:12:58, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.3182, top5_acc: 0.5717, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.1295 2022-02-09 00:09:45,337 - mmaction - INFO - Epoch [93][360/940] lr: 4.000e-01, eta: 2 days, 8:12:27, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.3295, top5_acc: 0.5848, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.1562 2022-02-09 00:10:08,777 - mmaction - INFO - Epoch [93][380/940] lr: 4.000e-01, eta: 2 days, 8:11:55, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5883, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.1622 2022-02-09 00:10:32,199 - mmaction - INFO - Epoch [93][400/940] lr: 4.000e-01, eta: 2 days, 8:11:24, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.3283, top5_acc: 0.5814, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.1333 2022-02-09 00:10:55,596 - mmaction - INFO - Epoch [93][420/940] lr: 4.000e-01, eta: 2 days, 8:10:53, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5873, loss_cls: 3.0480, loss: 3.0480, grad_norm: 1.1498 2022-02-09 00:11:19,177 - mmaction - INFO - Epoch [93][440/940] lr: 4.000e-01, eta: 2 days, 8:10:21, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5760, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.1487 2022-02-09 00:11:42,715 - mmaction - INFO - Epoch [93][460/940] lr: 4.000e-01, eta: 2 days, 8:09:50, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3311, top5_acc: 0.5818, loss_cls: 3.0635, loss: 3.0635, grad_norm: 1.1577 2022-02-09 00:12:06,234 - mmaction - INFO - Epoch [93][480/940] lr: 4.000e-01, eta: 2 days, 8:09:19, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5758, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.1339 2022-02-09 00:12:30,045 - mmaction - INFO - Epoch [93][500/940] lr: 4.000e-01, eta: 2 days, 8:08:48, time: 1.190, data_time: 0.054, memory: 9497, top1_acc: 0.3404, top5_acc: 0.5848, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.1613 2022-02-09 00:12:53,647 - mmaction - INFO - Epoch [93][520/940] lr: 4.000e-01, eta: 2 days, 8:08:17, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5797, loss_cls: 3.0837, loss: 3.0837, grad_norm: 1.1706 2022-02-09 00:13:17,340 - mmaction - INFO - Epoch [93][540/940] lr: 4.000e-01, eta: 2 days, 8:07:46, time: 1.185, data_time: 0.050, memory: 9497, top1_acc: 0.3254, top5_acc: 0.5887, loss_cls: 3.0795, loss: 3.0795, grad_norm: 1.1500 2022-02-09 00:13:40,834 - mmaction - INFO - Epoch [93][560/940] lr: 4.000e-01, eta: 2 days, 8:07:15, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.3400, top5_acc: 0.5908, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.1552 2022-02-09 00:14:04,521 - mmaction - INFO - Epoch [93][580/940] lr: 4.000e-01, eta: 2 days, 8:06:44, time: 1.184, data_time: 0.068, memory: 9497, top1_acc: 0.3367, top5_acc: 0.5889, loss_cls: 3.0335, loss: 3.0335, grad_norm: 1.1487 2022-02-09 00:14:28,375 - mmaction - INFO - Epoch [93][600/940] lr: 4.000e-01, eta: 2 days, 8:06:13, time: 1.193, data_time: 0.063, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5691, loss_cls: 3.1158, loss: 3.1158, grad_norm: 1.1590 2022-02-09 00:14:52,017 - mmaction - INFO - Epoch [93][620/940] lr: 4.000e-01, eta: 2 days, 8:05:42, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.3223, top5_acc: 0.5793, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.1372 2022-02-09 00:15:15,921 - mmaction - INFO - Epoch [93][640/940] lr: 4.000e-01, eta: 2 days, 8:05:12, time: 1.195, data_time: 0.064, memory: 9497, top1_acc: 0.3336, top5_acc: 0.5861, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.1498 2022-02-09 00:15:39,641 - mmaction - INFO - Epoch [93][660/940] lr: 4.000e-01, eta: 2 days, 8:04:41, time: 1.186, data_time: 0.058, memory: 9497, top1_acc: 0.3299, top5_acc: 0.5869, loss_cls: 3.0555, loss: 3.0555, grad_norm: 1.1518 2022-02-09 00:16:03,162 - mmaction - INFO - Epoch [93][680/940] lr: 4.000e-01, eta: 2 days, 8:04:10, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.3215, top5_acc: 0.5842, loss_cls: 3.0831, loss: 3.0831, grad_norm: 1.1348 2022-02-09 00:16:26,787 - mmaction - INFO - Epoch [93][700/940] lr: 4.000e-01, eta: 2 days, 8:03:39, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.3297, top5_acc: 0.5787, loss_cls: 3.0916, loss: 3.0916, grad_norm: 1.1351 2022-02-09 00:16:50,327 - mmaction - INFO - Epoch [93][720/940] lr: 4.000e-01, eta: 2 days, 8:03:08, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5814, loss_cls: 3.0718, loss: 3.0718, grad_norm: 1.1586 2022-02-09 00:17:13,948 - mmaction - INFO - Epoch [93][740/940] lr: 4.000e-01, eta: 2 days, 8:02:37, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.3391, top5_acc: 0.5895, loss_cls: 3.0378, loss: 3.0378, grad_norm: 1.1520 2022-02-09 00:17:37,403 - mmaction - INFO - Epoch [93][760/940] lr: 4.000e-01, eta: 2 days, 8:02:05, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.3457, top5_acc: 0.5922, loss_cls: 3.0210, loss: 3.0210, grad_norm: 1.1429 2022-02-09 00:18:00,887 - mmaction - INFO - Epoch [93][780/940] lr: 4.000e-01, eta: 2 days, 8:01:34, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.3324, top5_acc: 0.5846, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.1768 2022-02-09 00:18:24,364 - mmaction - INFO - Epoch [93][800/940] lr: 4.000e-01, eta: 2 days, 8:01:03, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3369, top5_acc: 0.5805, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.1285 2022-02-09 00:18:47,831 - mmaction - INFO - Epoch [93][820/940] lr: 4.000e-01, eta: 2 days, 8:00:32, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5895, loss_cls: 3.0524, loss: 3.0524, grad_norm: 1.1528 2022-02-09 00:19:11,293 - mmaction - INFO - Epoch [93][840/940] lr: 4.000e-01, eta: 2 days, 8:00:00, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.3164, top5_acc: 0.5744, loss_cls: 3.1016, loss: 3.1016, grad_norm: 1.1709 2022-02-09 00:19:34,694 - mmaction - INFO - Epoch [93][860/940] lr: 4.000e-01, eta: 2 days, 7:59:29, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5768, loss_cls: 3.0831, loss: 3.0831, grad_norm: 1.1411 2022-02-09 00:19:58,157 - mmaction - INFO - Epoch [93][880/940] lr: 4.000e-01, eta: 2 days, 7:58:58, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.3211, top5_acc: 0.5656, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.1558 2022-02-09 00:20:23,605 - mmaction - INFO - Epoch [93][900/940] lr: 4.000e-01, eta: 2 days, 7:58:30, time: 1.273, data_time: 0.062, memory: 9497, top1_acc: 0.3264, top5_acc: 0.5748, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.1452 2022-02-09 00:20:47,208 - mmaction - INFO - Epoch [93][920/940] lr: 4.000e-01, eta: 2 days, 7:57:59, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3354, top5_acc: 0.5895, loss_cls: 3.0338, loss: 3.0338, grad_norm: 1.1492 2022-02-09 00:21:09,475 - mmaction - INFO - Epoch [93][940/940] lr: 4.000e-01, eta: 2 days, 7:57:25, time: 1.114, data_time: 0.061, memory: 9497, top1_acc: 0.3285, top5_acc: 0.5830, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.1693 2022-02-09 00:24:40,970 - mmaction - INFO - Epoch [94][20/940] lr: 4.000e-01, eta: 2 days, 8:02:08, time: 10.141, data_time: 8.916, memory: 9497, top1_acc: 0.3203, top5_acc: 0.5766, loss_cls: 3.1344, loss: 3.1344, grad_norm: 1.1663 2022-02-09 00:25:04,226 - mmaction - INFO - Epoch [94][40/940] lr: 4.000e-01, eta: 2 days, 8:01:37, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.3463, top5_acc: 0.5912, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.1356 2022-02-09 00:25:27,515 - mmaction - INFO - Epoch [94][60/940] lr: 4.000e-01, eta: 2 days, 8:01:05, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.3359, top5_acc: 0.5908, loss_cls: 3.0468, loss: 3.0468, grad_norm: 1.1352 2022-02-09 00:25:50,765 - mmaction - INFO - Epoch [94][80/940] lr: 4.000e-01, eta: 2 days, 8:00:33, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.3301, top5_acc: 0.5928, loss_cls: 3.0179, loss: 3.0179, grad_norm: 1.1681 2022-02-09 00:26:14,163 - mmaction - INFO - Epoch [94][100/940] lr: 4.000e-01, eta: 2 days, 8:00:02, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.3187, top5_acc: 0.5809, loss_cls: 3.1336, loss: 3.1336, grad_norm: 1.1933 2022-02-09 00:26:37,445 - mmaction - INFO - Epoch [94][120/940] lr: 4.000e-01, eta: 2 days, 7:59:30, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.3137, top5_acc: 0.5781, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.1536 2022-02-09 00:27:00,823 - mmaction - INFO - Epoch [94][140/940] lr: 4.000e-01, eta: 2 days, 7:58:59, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.3201, top5_acc: 0.5867, loss_cls: 3.0649, loss: 3.0649, grad_norm: 1.1718 2022-02-09 00:27:24,154 - mmaction - INFO - Epoch [94][160/940] lr: 4.000e-01, eta: 2 days, 7:58:27, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5766, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.1520 2022-02-09 00:27:47,473 - mmaction - INFO - Epoch [94][180/940] lr: 4.000e-01, eta: 2 days, 7:57:56, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.3338, top5_acc: 0.5799, loss_cls: 3.0512, loss: 3.0512, grad_norm: 1.1488 2022-02-09 00:28:10,905 - mmaction - INFO - Epoch [94][200/940] lr: 4.000e-01, eta: 2 days, 7:57:24, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5814, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.1817 2022-02-09 00:28:34,358 - mmaction - INFO - Epoch [94][220/940] lr: 4.000e-01, eta: 2 days, 7:56:53, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3189, top5_acc: 0.5773, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.1395 2022-02-09 00:28:57,755 - mmaction - INFO - Epoch [94][240/940] lr: 4.000e-01, eta: 2 days, 7:56:21, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.3234, top5_acc: 0.5680, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.1669 2022-02-09 00:29:21,226 - mmaction - INFO - Epoch [94][260/940] lr: 4.000e-01, eta: 2 days, 7:55:50, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.3365, top5_acc: 0.5893, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.1508 2022-02-09 00:29:44,603 - mmaction - INFO - Epoch [94][280/940] lr: 4.000e-01, eta: 2 days, 7:55:19, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.3277, top5_acc: 0.5691, loss_cls: 3.0725, loss: 3.0725, grad_norm: 1.1605 2022-02-09 00:30:08,513 - mmaction - INFO - Epoch [94][300/940] lr: 4.000e-01, eta: 2 days, 7:54:48, time: 1.195, data_time: 0.059, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5771, loss_cls: 3.0731, loss: 3.0731, grad_norm: 1.1479 2022-02-09 00:30:32,025 - mmaction - INFO - Epoch [94][320/940] lr: 4.000e-01, eta: 2 days, 7:54:17, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.3213, top5_acc: 0.5795, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.1571 2022-02-09 00:30:55,555 - mmaction - INFO - Epoch [94][340/940] lr: 4.000e-01, eta: 2 days, 7:53:46, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.3195, top5_acc: 0.5824, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.1603 2022-02-09 00:31:19,030 - mmaction - INFO - Epoch [94][360/940] lr: 4.000e-01, eta: 2 days, 7:53:14, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.3305, top5_acc: 0.5807, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.1469 2022-02-09 00:31:42,555 - mmaction - INFO - Epoch [94][380/940] lr: 4.000e-01, eta: 2 days, 7:52:43, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.3342, top5_acc: 0.5867, loss_cls: 3.0670, loss: 3.0670, grad_norm: 1.1665 2022-02-09 00:32:06,037 - mmaction - INFO - Epoch [94][400/940] lr: 4.000e-01, eta: 2 days, 7:52:12, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.3318, top5_acc: 0.5838, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.1470 2022-02-09 00:32:29,474 - mmaction - INFO - Epoch [94][420/940] lr: 4.000e-01, eta: 2 days, 7:51:41, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.3371, top5_acc: 0.5846, loss_cls: 3.0899, loss: 3.0899, grad_norm: 1.1720 2022-02-09 00:32:53,062 - mmaction - INFO - Epoch [94][440/940] lr: 4.000e-01, eta: 2 days, 7:51:09, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5781, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.1432 2022-02-09 00:33:16,512 - mmaction - INFO - Epoch [94][460/940] lr: 4.000e-01, eta: 2 days, 7:50:38, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.3227, top5_acc: 0.5715, loss_cls: 3.1029, loss: 3.1029, grad_norm: 1.1604 2022-02-09 00:33:39,988 - mmaction - INFO - Epoch [94][480/940] lr: 4.000e-01, eta: 2 days, 7:50:07, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.3281, top5_acc: 0.5850, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.1528 2022-02-09 00:34:03,507 - mmaction - INFO - Epoch [94][500/940] lr: 4.000e-01, eta: 2 days, 7:49:36, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.3330, top5_acc: 0.5846, loss_cls: 3.0529, loss: 3.0529, grad_norm: 1.1465 2022-02-09 00:34:27,107 - mmaction - INFO - Epoch [94][520/940] lr: 4.000e-01, eta: 2 days, 7:49:05, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.3168, top5_acc: 0.5785, loss_cls: 3.1039, loss: 3.1039, grad_norm: 1.1774 2022-02-09 00:34:50,741 - mmaction - INFO - Epoch [94][540/940] lr: 4.000e-01, eta: 2 days, 7:48:34, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.3369, top5_acc: 0.5965, loss_cls: 3.0280, loss: 3.0280, grad_norm: 1.1380 2022-02-09 00:35:14,318 - mmaction - INFO - Epoch [94][560/940] lr: 4.000e-01, eta: 2 days, 7:48:03, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.3266, top5_acc: 0.5814, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.1348 2022-02-09 00:35:37,973 - mmaction - INFO - Epoch [94][580/940] lr: 4.000e-01, eta: 2 days, 7:47:32, time: 1.183, data_time: 0.049, memory: 9497, top1_acc: 0.3314, top5_acc: 0.5850, loss_cls: 3.0541, loss: 3.0541, grad_norm: 1.1413 2022-02-09 00:36:01,538 - mmaction - INFO - Epoch [94][600/940] lr: 4.000e-01, eta: 2 days, 7:47:01, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3361, top5_acc: 0.5898, loss_cls: 3.0454, loss: 3.0454, grad_norm: 1.1565 2022-02-09 00:36:24,945 - mmaction - INFO - Epoch [94][620/940] lr: 4.000e-01, eta: 2 days, 7:46:29, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.3379, top5_acc: 0.5828, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.1554 2022-02-09 00:36:48,375 - mmaction - INFO - Epoch [94][640/940] lr: 4.000e-01, eta: 2 days, 7:45:58, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.3246, top5_acc: 0.5814, loss_cls: 3.1069, loss: 3.1069, grad_norm: 1.1367 2022-02-09 00:37:11,918 - mmaction - INFO - Epoch [94][660/940] lr: 4.000e-01, eta: 2 days, 7:45:27, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.3365, top5_acc: 0.5912, loss_cls: 3.0229, loss: 3.0229, grad_norm: 1.1541 2022-02-09 00:37:35,450 - mmaction - INFO - Epoch [94][680/940] lr: 4.000e-01, eta: 2 days, 7:44:56, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5846, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.1572 2022-02-09 00:37:59,117 - mmaction - INFO - Epoch [94][700/940] lr: 4.000e-01, eta: 2 days, 7:44:25, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.3238, top5_acc: 0.5664, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.1650 2022-02-09 00:38:22,614 - mmaction - INFO - Epoch [94][720/940] lr: 4.000e-01, eta: 2 days, 7:43:54, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.3328, top5_acc: 0.5885, loss_cls: 3.0567, loss: 3.0567, grad_norm: 1.1397 2022-02-09 00:38:46,187 - mmaction - INFO - Epoch [94][740/940] lr: 4.000e-01, eta: 2 days, 7:43:22, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.3256, top5_acc: 0.5742, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.1309 2022-02-09 00:39:09,906 - mmaction - INFO - Epoch [94][760/940] lr: 4.000e-01, eta: 2 days, 7:42:52, time: 1.186, data_time: 0.059, memory: 9497, top1_acc: 0.3371, top5_acc: 0.5871, loss_cls: 3.0514, loss: 3.0514, grad_norm: 1.1537 2022-02-09 00:39:33,514 - mmaction - INFO - Epoch [94][780/940] lr: 4.000e-01, eta: 2 days, 7:42:21, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.3289, top5_acc: 0.5857, loss_cls: 3.0908, loss: 3.0908, grad_norm: 1.1613 2022-02-09 00:39:57,034 - mmaction - INFO - Epoch [94][800/940] lr: 4.000e-01, eta: 2 days, 7:41:50, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.3219, top5_acc: 0.5738, loss_cls: 3.1244, loss: 3.1244, grad_norm: 1.1455 2022-02-09 00:40:20,822 - mmaction - INFO - Epoch [94][820/940] lr: 4.000e-01, eta: 2 days, 7:41:19, time: 1.189, data_time: 0.052, memory: 9497, top1_acc: 0.3275, top5_acc: 0.5977, loss_cls: 3.0355, loss: 3.0355, grad_norm: 1.1632 2022-02-09 00:40:44,494 - mmaction - INFO - Epoch [94][840/940] lr: 4.000e-01, eta: 2 days, 7:40:48, time: 1.184, data_time: 0.051, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5906, loss_cls: 3.0749, loss: 3.0749, grad_norm: 1.1523 2022-02-09 00:41:08,328 - mmaction - INFO - Epoch [94][860/940] lr: 4.000e-01, eta: 2 days, 7:40:17, time: 1.192, data_time: 0.060, memory: 9497, top1_acc: 0.3244, top5_acc: 0.5836, loss_cls: 3.0832, loss: 3.0832, grad_norm: 1.1565 2022-02-09 00:41:31,908 - mmaction - INFO - Epoch [94][880/940] lr: 4.000e-01, eta: 2 days, 7:39:46, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.3271, top5_acc: 0.5857, loss_cls: 3.0570, loss: 3.0570, grad_norm: 1.1491 2022-02-09 00:41:55,442 - mmaction - INFO - Epoch [94][900/940] lr: 4.000e-01, eta: 2 days, 7:39:15, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.3258, top5_acc: 0.5732, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.1759 2022-02-09 00:42:19,129 - mmaction - INFO - Epoch [94][920/940] lr: 4.000e-01, eta: 2 days, 7:38:45, time: 1.185, data_time: 0.057, memory: 9497, top1_acc: 0.3252, top5_acc: 0.5777, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.1603 2022-02-09 00:42:41,532 - mmaction - INFO - Epoch [94][940/940] lr: 4.000e-01, eta: 2 days, 7:38:11, time: 1.119, data_time: 0.055, memory: 9497, top1_acc: 0.3354, top5_acc: 0.5749, loss_cls: 3.0883, loss: 3.0883, grad_norm: 1.1472 2022-02-09 00:45:34,637 - mmaction - INFO - Epoch [95][20/940] lr: 4.000e-02, eta: 2 days, 7:41:55, time: 8.553, data_time: 6.803, memory: 9497, top1_acc: 0.3395, top5_acc: 0.5992, loss_cls: 2.9865, loss: 2.9865, grad_norm: 1.1159 2022-02-09 00:45:57,685 - mmaction - INFO - Epoch [95][40/940] lr: 4.000e-02, eta: 2 days, 7:41:23, time: 1.152, data_time: 0.048, memory: 9497, top1_acc: 0.3699, top5_acc: 0.6385, loss_cls: 2.7934, loss: 2.7934, grad_norm: 1.0574 2022-02-09 00:46:20,651 - mmaction - INFO - Epoch [95][60/940] lr: 4.000e-02, eta: 2 days, 7:40:50, time: 1.148, data_time: 0.043, memory: 9497, top1_acc: 0.3982, top5_acc: 0.6387, loss_cls: 2.7461, loss: 2.7461, grad_norm: 1.0589 2022-02-09 00:46:43,878 - mmaction - INFO - Epoch [95][80/940] lr: 4.000e-02, eta: 2 days, 7:40:19, time: 1.161, data_time: 0.045, memory: 9497, top1_acc: 0.3977, top5_acc: 0.6510, loss_cls: 2.7000, loss: 2.7000, grad_norm: 1.0669 2022-02-09 00:47:07,213 - mmaction - INFO - Epoch [95][100/940] lr: 4.000e-02, eta: 2 days, 7:39:47, time: 1.167, data_time: 0.045, memory: 9497, top1_acc: 0.4066, top5_acc: 0.6635, loss_cls: 2.6514, loss: 2.6514, grad_norm: 1.0800 2022-02-09 00:47:30,485 - mmaction - INFO - Epoch [95][120/940] lr: 4.000e-02, eta: 2 days, 7:39:16, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.4221, top5_acc: 0.6705, loss_cls: 2.5910, loss: 2.5910, grad_norm: 1.0820 2022-02-09 00:47:53,830 - mmaction - INFO - Epoch [95][140/940] lr: 4.000e-02, eta: 2 days, 7:38:44, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.4168, top5_acc: 0.6660, loss_cls: 2.6187, loss: 2.6187, grad_norm: 1.0905 2022-02-09 00:48:17,108 - mmaction - INFO - Epoch [95][160/940] lr: 4.000e-02, eta: 2 days, 7:38:13, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.4049, top5_acc: 0.6625, loss_cls: 2.6295, loss: 2.6295, grad_norm: 1.1059 2022-02-09 00:48:40,413 - mmaction - INFO - Epoch [95][180/940] lr: 4.000e-02, eta: 2 days, 7:37:41, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.4307, top5_acc: 0.6789, loss_cls: 2.5375, loss: 2.5375, grad_norm: 1.0977 2022-02-09 00:49:03,790 - mmaction - INFO - Epoch [95][200/940] lr: 4.000e-02, eta: 2 days, 7:37:10, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.4180, top5_acc: 0.6756, loss_cls: 2.5724, loss: 2.5724, grad_norm: 1.1150 2022-02-09 00:49:27,247 - mmaction - INFO - Epoch [95][220/940] lr: 4.000e-02, eta: 2 days, 7:36:38, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.4332, top5_acc: 0.6826, loss_cls: 2.5124, loss: 2.5124, grad_norm: 1.1048 2022-02-09 00:49:50,623 - mmaction - INFO - Epoch [95][240/940] lr: 4.000e-02, eta: 2 days, 7:36:07, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.4121, top5_acc: 0.6645, loss_cls: 2.6080, loss: 2.6080, grad_norm: 1.1403 2022-02-09 00:50:14,050 - mmaction - INFO - Epoch [95][260/940] lr: 4.000e-02, eta: 2 days, 7:35:36, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.4180, top5_acc: 0.6662, loss_cls: 2.5791, loss: 2.5791, grad_norm: 1.1314 2022-02-09 00:50:37,434 - mmaction - INFO - Epoch [95][280/940] lr: 4.000e-02, eta: 2 days, 7:35:04, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.4146, top5_acc: 0.6721, loss_cls: 2.5828, loss: 2.5828, grad_norm: 1.1525 2022-02-09 00:51:00,816 - mmaction - INFO - Epoch [95][300/940] lr: 4.000e-02, eta: 2 days, 7:34:33, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.4182, top5_acc: 0.6715, loss_cls: 2.5585, loss: 2.5585, grad_norm: 1.1532 2022-02-09 00:51:24,455 - mmaction - INFO - Epoch [95][320/940] lr: 4.000e-02, eta: 2 days, 7:34:02, time: 1.182, data_time: 0.067, memory: 9497, top1_acc: 0.4229, top5_acc: 0.6789, loss_cls: 2.5370, loss: 2.5370, grad_norm: 1.1382 2022-02-09 00:51:47,934 - mmaction - INFO - Epoch [95][340/940] lr: 4.000e-02, eta: 2 days, 7:33:31, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.4389, top5_acc: 0.6771, loss_cls: 2.5367, loss: 2.5367, grad_norm: 1.1413 2022-02-09 00:52:11,323 - mmaction - INFO - Epoch [95][360/940] lr: 4.000e-02, eta: 2 days, 7:32:59, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.4387, top5_acc: 0.6854, loss_cls: 2.5091, loss: 2.5091, grad_norm: 1.1438 2022-02-09 00:52:34,754 - mmaction - INFO - Epoch [95][380/940] lr: 4.000e-02, eta: 2 days, 7:32:28, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.4334, top5_acc: 0.6838, loss_cls: 2.5086, loss: 2.5086, grad_norm: 1.1682 2022-02-09 00:52:58,188 - mmaction - INFO - Epoch [95][400/940] lr: 4.000e-02, eta: 2 days, 7:31:57, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.4355, top5_acc: 0.6820, loss_cls: 2.5209, loss: 2.5209, grad_norm: 1.1742 2022-02-09 00:53:21,712 - mmaction - INFO - Epoch [95][420/940] lr: 4.000e-02, eta: 2 days, 7:31:26, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.4434, top5_acc: 0.6820, loss_cls: 2.4944, loss: 2.4944, grad_norm: 1.1818 2022-02-09 00:53:45,446 - mmaction - INFO - Epoch [95][440/940] lr: 4.000e-02, eta: 2 days, 7:30:55, time: 1.187, data_time: 0.059, memory: 9497, top1_acc: 0.4365, top5_acc: 0.6904, loss_cls: 2.4634, loss: 2.4634, grad_norm: 1.1653 2022-02-09 00:54:09,029 - mmaction - INFO - Epoch [95][460/940] lr: 4.000e-02, eta: 2 days, 7:30:24, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.4361, top5_acc: 0.6775, loss_cls: 2.5365, loss: 2.5365, grad_norm: 1.1970 2022-02-09 00:54:32,526 - mmaction - INFO - Epoch [95][480/940] lr: 4.000e-02, eta: 2 days, 7:29:53, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.4342, top5_acc: 0.6781, loss_cls: 2.5373, loss: 2.5373, grad_norm: 1.1810 2022-02-09 00:54:56,302 - mmaction - INFO - Epoch [95][500/940] lr: 4.000e-02, eta: 2 days, 7:29:22, time: 1.189, data_time: 0.057, memory: 9497, top1_acc: 0.4410, top5_acc: 0.6842, loss_cls: 2.4966, loss: 2.4966, grad_norm: 1.2033 2022-02-09 00:55:19,870 - mmaction - INFO - Epoch [95][520/940] lr: 4.000e-02, eta: 2 days, 7:28:51, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.4428, top5_acc: 0.6789, loss_cls: 2.5225, loss: 2.5225, grad_norm: 1.2105 2022-02-09 00:55:43,495 - mmaction - INFO - Epoch [95][540/940] lr: 4.000e-02, eta: 2 days, 7:28:20, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.4439, top5_acc: 0.6820, loss_cls: 2.4948, loss: 2.4948, grad_norm: 1.2048 2022-02-09 00:56:07,095 - mmaction - INFO - Epoch [95][560/940] lr: 4.000e-02, eta: 2 days, 7:27:49, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.4383, top5_acc: 0.6951, loss_cls: 2.4555, loss: 2.4555, grad_norm: 1.2055 2022-02-09 00:56:30,881 - mmaction - INFO - Epoch [95][580/940] lr: 4.000e-02, eta: 2 days, 7:27:19, time: 1.189, data_time: 0.058, memory: 9497, top1_acc: 0.4320, top5_acc: 0.6869, loss_cls: 2.4768, loss: 2.4768, grad_norm: 1.2239 2022-02-09 00:56:54,313 - mmaction - INFO - Epoch [95][600/940] lr: 4.000e-02, eta: 2 days, 7:26:47, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.4445, top5_acc: 0.6893, loss_cls: 2.4614, loss: 2.4614, grad_norm: 1.2101 2022-02-09 00:57:17,848 - mmaction - INFO - Epoch [95][620/940] lr: 4.000e-02, eta: 2 days, 7:26:16, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.4377, top5_acc: 0.6932, loss_cls: 2.4725, loss: 2.4725, grad_norm: 1.2231 2022-02-09 00:57:41,200 - mmaction - INFO - Epoch [95][640/940] lr: 4.000e-02, eta: 2 days, 7:25:45, time: 1.167, data_time: 0.061, memory: 9497, top1_acc: 0.4336, top5_acc: 0.6764, loss_cls: 2.5317, loss: 2.5317, grad_norm: 1.2354 2022-02-09 00:58:04,919 - mmaction - INFO - Epoch [95][660/940] lr: 4.000e-02, eta: 2 days, 7:25:14, time: 1.187, data_time: 0.075, memory: 9497, top1_acc: 0.4365, top5_acc: 0.6746, loss_cls: 2.5351, loss: 2.5351, grad_norm: 1.2269 2022-02-09 00:58:28,418 - mmaction - INFO - Epoch [95][680/940] lr: 4.000e-02, eta: 2 days, 7:24:43, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.4457, top5_acc: 0.6891, loss_cls: 2.4690, loss: 2.4690, grad_norm: 1.2318 2022-02-09 00:58:51,949 - mmaction - INFO - Epoch [95][700/940] lr: 4.000e-02, eta: 2 days, 7:24:12, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.4465, top5_acc: 0.6895, loss_cls: 2.4563, loss: 2.4563, grad_norm: 1.2066 2022-02-09 00:59:15,504 - mmaction - INFO - Epoch [95][720/940] lr: 4.000e-02, eta: 2 days, 7:23:41, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.4414, top5_acc: 0.6865, loss_cls: 2.4655, loss: 2.4655, grad_norm: 1.2294 2022-02-09 00:59:39,014 - mmaction - INFO - Epoch [95][740/940] lr: 4.000e-02, eta: 2 days, 7:23:10, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.4408, top5_acc: 0.6834, loss_cls: 2.4794, loss: 2.4794, grad_norm: 1.2479 2022-02-09 01:00:02,523 - mmaction - INFO - Epoch [95][760/940] lr: 4.000e-02, eta: 2 days, 7:22:39, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.4367, top5_acc: 0.6881, loss_cls: 2.4825, loss: 2.4825, grad_norm: 1.2419 2022-02-09 01:00:26,069 - mmaction - INFO - Epoch [95][780/940] lr: 4.000e-02, eta: 2 days, 7:22:08, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.4457, top5_acc: 0.6824, loss_cls: 2.4537, loss: 2.4537, grad_norm: 1.2273 2022-02-09 01:00:49,601 - mmaction - INFO - Epoch [95][800/940] lr: 4.000e-02, eta: 2 days, 7:21:37, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.4486, top5_acc: 0.6939, loss_cls: 2.4419, loss: 2.4419, grad_norm: 1.2553 2022-02-09 01:01:13,267 - mmaction - INFO - Epoch [95][820/940] lr: 4.000e-02, eta: 2 days, 7:21:06, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.4514, top5_acc: 0.7035, loss_cls: 2.4059, loss: 2.4059, grad_norm: 1.2600 2022-02-09 01:01:36,854 - mmaction - INFO - Epoch [95][840/940] lr: 4.000e-02, eta: 2 days, 7:20:35, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.4469, top5_acc: 0.6951, loss_cls: 2.4545, loss: 2.4545, grad_norm: 1.2598 2022-02-09 01:02:00,294 - mmaction - INFO - Epoch [95][860/940] lr: 4.000e-02, eta: 2 days, 7:20:04, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.4578, top5_acc: 0.6979, loss_cls: 2.4035, loss: 2.4035, grad_norm: 1.2511 2022-02-09 01:02:23,867 - mmaction - INFO - Epoch [95][880/940] lr: 4.000e-02, eta: 2 days, 7:19:33, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.4398, top5_acc: 0.6898, loss_cls: 2.4656, loss: 2.4656, grad_norm: 1.2689 2022-02-09 01:02:47,457 - mmaction - INFO - Epoch [95][900/940] lr: 4.000e-02, eta: 2 days, 7:19:02, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.4662, top5_acc: 0.7041, loss_cls: 2.3702, loss: 2.3702, grad_norm: 1.2658 2022-02-09 01:03:10,967 - mmaction - INFO - Epoch [95][920/940] lr: 4.000e-02, eta: 2 days, 7:18:31, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.4582, top5_acc: 0.7084, loss_cls: 2.3669, loss: 2.3669, grad_norm: 1.2603 2022-02-09 01:03:33,224 - mmaction - INFO - Epoch [95][940/940] lr: 4.000e-02, eta: 2 days, 7:17:58, time: 1.113, data_time: 0.053, memory: 9497, top1_acc: 0.4515, top5_acc: 0.7043, loss_cls: 2.3899, loss: 2.3899, grad_norm: 1.2925 2022-02-09 01:03:35,532 - mmaction - INFO - Saving checkpoint at 95 epochs 2022-02-09 01:07:01,614 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 01:07:02,739 - mmaction - INFO - top1_acc 0.5204 top5_acc 0.7773 2022-02-09 01:07:02,834 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 01:07:02,872 - mmaction - INFO - mean_acc 0.5204 2022-02-09 01:07:02,874 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_90.pth was removed 2022-02-09 01:07:04,129 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_95.pth. 2022-02-09 01:07:04,130 - mmaction - INFO - Best top1_acc is 0.5204 at 95 epoch. 2022-02-09 01:07:04,138 - mmaction - INFO - Epoch(val) [95][78] top1_acc: 0.5204, top5_acc: 0.7773, mean_class_accuracy: 0.5204 2022-02-09 01:09:30,824 - mmaction - INFO - Epoch [96][20/940] lr: 4.000e-02, eta: 2 days, 7:20:55, time: 7.333, data_time: 6.112, memory: 9497, top1_acc: 0.4588, top5_acc: 0.6994, loss_cls: 2.3964, loss: 2.3964, grad_norm: 1.2769 2022-02-09 01:09:53,953 - mmaction - INFO - Epoch [96][40/940] lr: 4.000e-02, eta: 2 days, 7:20:23, time: 1.156, data_time: 0.057, memory: 9497, top1_acc: 0.4453, top5_acc: 0.7043, loss_cls: 2.3784, loss: 2.3784, grad_norm: 1.2639 2022-02-09 01:10:17,301 - mmaction - INFO - Epoch [96][60/940] lr: 4.000e-02, eta: 2 days, 7:19:52, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.4609, top5_acc: 0.7037, loss_cls: 2.3576, loss: 2.3576, grad_norm: 1.2635 2022-02-09 01:10:40,447 - mmaction - INFO - Epoch [96][80/940] lr: 4.000e-02, eta: 2 days, 7:19:20, time: 1.157, data_time: 0.043, memory: 9497, top1_acc: 0.4713, top5_acc: 0.7131, loss_cls: 2.3330, loss: 2.3330, grad_norm: 1.2704 2022-02-09 01:11:03,622 - mmaction - INFO - Epoch [96][100/940] lr: 4.000e-02, eta: 2 days, 7:18:49, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.4516, top5_acc: 0.7010, loss_cls: 2.4146, loss: 2.4146, grad_norm: 1.2863 2022-02-09 01:11:26,917 - mmaction - INFO - Epoch [96][120/940] lr: 4.000e-02, eta: 2 days, 7:18:17, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.4500, top5_acc: 0.6895, loss_cls: 2.4343, loss: 2.4343, grad_norm: 1.2935 2022-02-09 01:11:50,342 - mmaction - INFO - Epoch [96][140/940] lr: 4.000e-02, eta: 2 days, 7:17:46, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.4535, top5_acc: 0.6943, loss_cls: 2.4113, loss: 2.4113, grad_norm: 1.2963 2022-02-09 01:12:13,634 - mmaction - INFO - Epoch [96][160/940] lr: 4.000e-02, eta: 2 days, 7:17:14, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.4520, top5_acc: 0.6924, loss_cls: 2.4273, loss: 2.4273, grad_norm: 1.3035 2022-02-09 01:12:37,018 - mmaction - INFO - Epoch [96][180/940] lr: 4.000e-02, eta: 2 days, 7:16:43, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.4684, top5_acc: 0.7041, loss_cls: 2.3862, loss: 2.3862, grad_norm: 1.2925 2022-02-09 01:13:00,442 - mmaction - INFO - Epoch [96][200/940] lr: 4.000e-02, eta: 2 days, 7:16:12, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.4471, top5_acc: 0.7043, loss_cls: 2.3864, loss: 2.3864, grad_norm: 1.3173 2022-02-09 01:13:23,733 - mmaction - INFO - Epoch [96][220/940] lr: 4.000e-02, eta: 2 days, 7:15:40, time: 1.165, data_time: 0.052, memory: 9497, top1_acc: 0.4512, top5_acc: 0.6994, loss_cls: 2.3935, loss: 2.3935, grad_norm: 1.3233 2022-02-09 01:13:47,070 - mmaction - INFO - Epoch [96][240/940] lr: 4.000e-02, eta: 2 days, 7:15:09, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.4689, top5_acc: 0.7084, loss_cls: 2.3305, loss: 2.3305, grad_norm: 1.3133 2022-02-09 01:14:10,543 - mmaction - INFO - Epoch [96][260/940] lr: 4.000e-02, eta: 2 days, 7:14:38, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.4715, top5_acc: 0.7164, loss_cls: 2.3200, loss: 2.3200, grad_norm: 1.3055 2022-02-09 01:14:33,897 - mmaction - INFO - Epoch [96][280/940] lr: 4.000e-02, eta: 2 days, 7:14:07, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.4510, top5_acc: 0.7076, loss_cls: 2.3854, loss: 2.3854, grad_norm: 1.3300 2022-02-09 01:14:57,264 - mmaction - INFO - Epoch [96][300/940] lr: 4.000e-02, eta: 2 days, 7:13:35, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.4666, top5_acc: 0.7023, loss_cls: 2.3765, loss: 2.3765, grad_norm: 1.3197 2022-02-09 01:15:20,870 - mmaction - INFO - Epoch [96][320/940] lr: 4.000e-02, eta: 2 days, 7:13:04, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.4527, top5_acc: 0.6996, loss_cls: 2.4000, loss: 2.4000, grad_norm: 1.3451 2022-02-09 01:15:44,335 - mmaction - INFO - Epoch [96][340/940] lr: 4.000e-02, eta: 2 days, 7:12:33, time: 1.173, data_time: 0.045, memory: 9497, top1_acc: 0.4609, top5_acc: 0.7082, loss_cls: 2.3501, loss: 2.3501, grad_norm: 1.3444 2022-02-09 01:16:07,771 - mmaction - INFO - Epoch [96][360/940] lr: 4.000e-02, eta: 2 days, 7:12:02, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.4615, top5_acc: 0.7027, loss_cls: 2.3839, loss: 2.3839, grad_norm: 1.3290 2022-02-09 01:16:31,225 - mmaction - INFO - Epoch [96][380/940] lr: 4.000e-02, eta: 2 days, 7:11:31, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.4545, top5_acc: 0.6963, loss_cls: 2.4056, loss: 2.4056, grad_norm: 1.3277 2022-02-09 01:16:54,717 - mmaction - INFO - Epoch [96][400/940] lr: 4.000e-02, eta: 2 days, 7:11:00, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.4602, top5_acc: 0.7057, loss_cls: 2.3613, loss: 2.3613, grad_norm: 1.3306 2022-02-09 01:17:18,208 - mmaction - INFO - Epoch [96][420/940] lr: 4.000e-02, eta: 2 days, 7:10:29, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.4553, top5_acc: 0.7000, loss_cls: 2.3976, loss: 2.3976, grad_norm: 1.3510 2022-02-09 01:17:41,665 - mmaction - INFO - Epoch [96][440/940] lr: 4.000e-02, eta: 2 days, 7:09:58, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.4648, top5_acc: 0.7059, loss_cls: 2.3518, loss: 2.3518, grad_norm: 1.3226 2022-02-09 01:18:05,125 - mmaction - INFO - Epoch [96][460/940] lr: 4.000e-02, eta: 2 days, 7:09:26, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.4617, top5_acc: 0.7127, loss_cls: 2.3297, loss: 2.3297, grad_norm: 1.3343 2022-02-09 01:18:28,497 - mmaction - INFO - Epoch [96][480/940] lr: 4.000e-02, eta: 2 days, 7:08:55, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.4703, top5_acc: 0.7209, loss_cls: 2.3287, loss: 2.3287, grad_norm: 1.3609 2022-02-09 01:18:51,990 - mmaction - INFO - Epoch [96][500/940] lr: 4.000e-02, eta: 2 days, 7:08:24, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.4475, top5_acc: 0.7023, loss_cls: 2.3894, loss: 2.3894, grad_norm: 1.3570 2022-02-09 01:19:15,411 - mmaction - INFO - Epoch [96][520/940] lr: 4.000e-02, eta: 2 days, 7:07:53, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.4717, top5_acc: 0.7129, loss_cls: 2.3445, loss: 2.3445, grad_norm: 1.3552 2022-02-09 01:19:38,905 - mmaction - INFO - Epoch [96][540/940] lr: 4.000e-02, eta: 2 days, 7:07:22, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.4623, top5_acc: 0.7020, loss_cls: 2.3612, loss: 2.3612, grad_norm: 1.3477 2022-02-09 01:20:02,324 - mmaction - INFO - Epoch [96][560/940] lr: 4.000e-02, eta: 2 days, 7:06:51, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.4549, top5_acc: 0.7004, loss_cls: 2.4096, loss: 2.4096, grad_norm: 1.3576 2022-02-09 01:20:25,908 - mmaction - INFO - Epoch [96][580/940] lr: 4.000e-02, eta: 2 days, 7:06:20, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.4621, top5_acc: 0.6963, loss_cls: 2.4179, loss: 2.4179, grad_norm: 1.3689 2022-02-09 01:20:49,387 - mmaction - INFO - Epoch [96][600/940] lr: 4.000e-02, eta: 2 days, 7:05:49, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.4566, top5_acc: 0.7154, loss_cls: 2.3441, loss: 2.3441, grad_norm: 1.3754 2022-02-09 01:21:12,990 - mmaction - INFO - Epoch [96][620/940] lr: 4.000e-02, eta: 2 days, 7:05:18, time: 1.181, data_time: 0.064, memory: 9497, top1_acc: 0.4580, top5_acc: 0.6979, loss_cls: 2.3720, loss: 2.3720, grad_norm: 1.3765 2022-02-09 01:21:36,462 - mmaction - INFO - Epoch [96][640/940] lr: 4.000e-02, eta: 2 days, 7:04:47, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.4734, top5_acc: 0.7129, loss_cls: 2.3288, loss: 2.3288, grad_norm: 1.3830 2022-02-09 01:21:59,887 - mmaction - INFO - Epoch [96][660/940] lr: 4.000e-02, eta: 2 days, 7:04:16, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.4520, top5_acc: 0.6947, loss_cls: 2.4145, loss: 2.4145, grad_norm: 1.3946 2022-02-09 01:22:23,393 - mmaction - INFO - Epoch [96][680/940] lr: 4.000e-02, eta: 2 days, 7:03:44, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.4701, top5_acc: 0.7119, loss_cls: 2.3252, loss: 2.3252, grad_norm: 1.3667 2022-02-09 01:22:46,812 - mmaction - INFO - Epoch [96][700/940] lr: 4.000e-02, eta: 2 days, 7:03:13, time: 1.171, data_time: 0.062, memory: 9497, top1_acc: 0.4646, top5_acc: 0.7066, loss_cls: 2.3575, loss: 2.3575, grad_norm: 1.3752 2022-02-09 01:23:10,324 - mmaction - INFO - Epoch [96][720/940] lr: 4.000e-02, eta: 2 days, 7:02:42, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.4582, top5_acc: 0.7043, loss_cls: 2.3738, loss: 2.3738, grad_norm: 1.3606 2022-02-09 01:23:33,844 - mmaction - INFO - Epoch [96][740/940] lr: 4.000e-02, eta: 2 days, 7:02:11, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.4480, top5_acc: 0.7051, loss_cls: 2.3852, loss: 2.3852, grad_norm: 1.3822 2022-02-09 01:23:57,362 - mmaction - INFO - Epoch [96][760/940] lr: 4.000e-02, eta: 2 days, 7:01:40, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.4646, top5_acc: 0.7051, loss_cls: 2.3498, loss: 2.3498, grad_norm: 1.3803 2022-02-09 01:24:20,942 - mmaction - INFO - Epoch [96][780/940] lr: 4.000e-02, eta: 2 days, 7:01:09, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.4592, top5_acc: 0.6895, loss_cls: 2.4075, loss: 2.4075, grad_norm: 1.3646 2022-02-09 01:24:44,384 - mmaction - INFO - Epoch [96][800/940] lr: 4.000e-02, eta: 2 days, 7:00:38, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.4680, top5_acc: 0.7061, loss_cls: 2.3424, loss: 2.3424, grad_norm: 1.3806 2022-02-09 01:25:07,919 - mmaction - INFO - Epoch [96][820/940] lr: 4.000e-02, eta: 2 days, 7:00:07, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.4506, top5_acc: 0.7010, loss_cls: 2.3935, loss: 2.3935, grad_norm: 1.3909 2022-02-09 01:25:31,489 - mmaction - INFO - Epoch [96][840/940] lr: 4.000e-02, eta: 2 days, 6:59:37, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.4471, top5_acc: 0.7012, loss_cls: 2.4135, loss: 2.4135, grad_norm: 1.4138 2022-02-09 01:25:55,046 - mmaction - INFO - Epoch [96][860/940] lr: 4.000e-02, eta: 2 days, 6:59:06, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.4602, top5_acc: 0.7023, loss_cls: 2.3707, loss: 2.3707, grad_norm: 1.3944 2022-02-09 01:26:18,515 - mmaction - INFO - Epoch [96][880/940] lr: 4.000e-02, eta: 2 days, 6:58:35, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.4674, top5_acc: 0.7074, loss_cls: 2.3403, loss: 2.3403, grad_norm: 1.3832 2022-02-09 01:26:42,090 - mmaction - INFO - Epoch [96][900/940] lr: 4.000e-02, eta: 2 days, 6:58:04, time: 1.179, data_time: 0.049, memory: 9497, top1_acc: 0.4732, top5_acc: 0.7172, loss_cls: 2.2903, loss: 2.2903, grad_norm: 1.3722 2022-02-09 01:27:05,674 - mmaction - INFO - Epoch [96][920/940] lr: 4.000e-02, eta: 2 days, 6:57:33, time: 1.179, data_time: 0.049, memory: 9497, top1_acc: 0.4697, top5_acc: 0.7104, loss_cls: 2.3326, loss: 2.3326, grad_norm: 1.4272 2022-02-09 01:27:28,175 - mmaction - INFO - Epoch [96][940/940] lr: 4.000e-02, eta: 2 days, 6:57:00, time: 1.125, data_time: 0.063, memory: 9497, top1_acc: 0.4535, top5_acc: 0.6997, loss_cls: 2.3983, loss: 2.3983, grad_norm: 1.4230 2022-02-09 01:30:41,748 - mmaction - INFO - Epoch [97][20/940] lr: 4.000e-02, eta: 2 days, 7:01:02, time: 9.374, data_time: 8.069, memory: 9497, top1_acc: 0.4645, top5_acc: 0.7084, loss_cls: 2.3496, loss: 2.3496, grad_norm: 1.4012 2022-02-09 01:31:04,815 - mmaction - INFO - Epoch [97][40/940] lr: 4.000e-02, eta: 2 days, 7:00:31, time: 1.154, data_time: 0.055, memory: 9497, top1_acc: 0.4688, top5_acc: 0.7084, loss_cls: 2.3476, loss: 2.3476, grad_norm: 1.4196 2022-02-09 01:31:27,990 - mmaction - INFO - Epoch [97][60/940] lr: 4.000e-02, eta: 2 days, 6:59:59, time: 1.159, data_time: 0.048, memory: 9497, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.3949, loss: 2.3949, grad_norm: 1.4068 2022-02-09 01:31:51,071 - mmaction - INFO - Epoch [97][80/940] lr: 4.000e-02, eta: 2 days, 6:59:27, time: 1.154, data_time: 0.050, memory: 9497, top1_acc: 0.4721, top5_acc: 0.7129, loss_cls: 2.3319, loss: 2.3319, grad_norm: 1.4019 2022-02-09 01:32:14,389 - mmaction - INFO - Epoch [97][100/940] lr: 4.000e-02, eta: 2 days, 6:58:56, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.4811, top5_acc: 0.7184, loss_cls: 2.3261, loss: 2.3261, grad_norm: 1.3981 2022-02-09 01:32:37,934 - mmaction - INFO - Epoch [97][120/940] lr: 4.000e-02, eta: 2 days, 6:58:25, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.4717, top5_acc: 0.7158, loss_cls: 2.3149, loss: 2.3149, grad_norm: 1.4212 2022-02-09 01:33:01,217 - mmaction - INFO - Epoch [97][140/940] lr: 4.000e-02, eta: 2 days, 6:57:54, time: 1.165, data_time: 0.058, memory: 9497, top1_acc: 0.4598, top5_acc: 0.7182, loss_cls: 2.3400, loss: 2.3400, grad_norm: 1.4330 2022-02-09 01:33:24,509 - mmaction - INFO - Epoch [97][160/940] lr: 4.000e-02, eta: 2 days, 6:57:22, time: 1.164, data_time: 0.058, memory: 9497, top1_acc: 0.4639, top5_acc: 0.7203, loss_cls: 2.2904, loss: 2.2904, grad_norm: 1.4122 2022-02-09 01:33:47,713 - mmaction - INFO - Epoch [97][180/940] lr: 4.000e-02, eta: 2 days, 6:56:51, time: 1.160, data_time: 0.053, memory: 9497, top1_acc: 0.4703, top5_acc: 0.7098, loss_cls: 2.3279, loss: 2.3279, grad_norm: 1.4486 2022-02-09 01:34:10,994 - mmaction - INFO - Epoch [97][200/940] lr: 4.000e-02, eta: 2 days, 6:56:19, time: 1.164, data_time: 0.054, memory: 9497, top1_acc: 0.4627, top5_acc: 0.7086, loss_cls: 2.3427, loss: 2.3427, grad_norm: 1.4479 2022-02-09 01:34:34,414 - mmaction - INFO - Epoch [97][220/940] lr: 4.000e-02, eta: 2 days, 6:55:48, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.4629, top5_acc: 0.7096, loss_cls: 2.3282, loss: 2.3282, grad_norm: 1.4343 2022-02-09 01:34:57,721 - mmaction - INFO - Epoch [97][240/940] lr: 4.000e-02, eta: 2 days, 6:55:17, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.4617, top5_acc: 0.7066, loss_cls: 2.3480, loss: 2.3480, grad_norm: 1.4443 2022-02-09 01:35:21,062 - mmaction - INFO - Epoch [97][260/940] lr: 4.000e-02, eta: 2 days, 6:54:45, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.4725, top5_acc: 0.7176, loss_cls: 2.3142, loss: 2.3142, grad_norm: 1.4296 2022-02-09 01:35:44,500 - mmaction - INFO - Epoch [97][280/940] lr: 4.000e-02, eta: 2 days, 6:54:14, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.4635, top5_acc: 0.7014, loss_cls: 2.3329, loss: 2.3329, grad_norm: 1.4508 2022-02-09 01:36:07,850 - mmaction - INFO - Epoch [97][300/940] lr: 4.000e-02, eta: 2 days, 6:53:43, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.4674, top5_acc: 0.7154, loss_cls: 2.2943, loss: 2.2943, grad_norm: 1.4345 2022-02-09 01:36:31,311 - mmaction - INFO - Epoch [97][320/940] lr: 4.000e-02, eta: 2 days, 6:53:12, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.4680, top5_acc: 0.7074, loss_cls: 2.3435, loss: 2.3435, grad_norm: 1.4426 2022-02-09 01:36:54,776 - mmaction - INFO - Epoch [97][340/940] lr: 4.000e-02, eta: 2 days, 6:52:41, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.4645, top5_acc: 0.7102, loss_cls: 2.3574, loss: 2.3574, grad_norm: 1.4534 2022-02-09 01:37:18,168 - mmaction - INFO - Epoch [97][360/940] lr: 4.000e-02, eta: 2 days, 6:52:10, time: 1.170, data_time: 0.060, memory: 9497, top1_acc: 0.4637, top5_acc: 0.7135, loss_cls: 2.3128, loss: 2.3128, grad_norm: 1.4501 2022-02-09 01:37:41,557 - mmaction - INFO - Epoch [97][380/940] lr: 4.000e-02, eta: 2 days, 6:51:38, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.4762, top5_acc: 0.7186, loss_cls: 2.2902, loss: 2.2902, grad_norm: 1.4501 2022-02-09 01:38:04,999 - mmaction - INFO - Epoch [97][400/940] lr: 4.000e-02, eta: 2 days, 6:51:07, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.4678, top5_acc: 0.7039, loss_cls: 2.3398, loss: 2.3398, grad_norm: 1.4463 2022-02-09 01:38:28,472 - mmaction - INFO - Epoch [97][420/940] lr: 4.000e-02, eta: 2 days, 6:50:36, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.4670, top5_acc: 0.7041, loss_cls: 2.3655, loss: 2.3655, grad_norm: 1.4416 2022-02-09 01:38:51,897 - mmaction - INFO - Epoch [97][440/940] lr: 4.000e-02, eta: 2 days, 6:50:05, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.4674, top5_acc: 0.7139, loss_cls: 2.3125, loss: 2.3125, grad_norm: 1.4293 2022-02-09 01:39:15,313 - mmaction - INFO - Epoch [97][460/940] lr: 4.000e-02, eta: 2 days, 6:49:34, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.4674, top5_acc: 0.7141, loss_cls: 2.3156, loss: 2.3156, grad_norm: 1.4719 2022-02-09 01:39:38,646 - mmaction - INFO - Epoch [97][480/940] lr: 4.000e-02, eta: 2 days, 6:49:03, time: 1.167, data_time: 0.059, memory: 9497, top1_acc: 0.4730, top5_acc: 0.7213, loss_cls: 2.2762, loss: 2.2762, grad_norm: 1.4653 2022-02-09 01:40:02,135 - mmaction - INFO - Epoch [97][500/940] lr: 4.000e-02, eta: 2 days, 6:48:32, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.4744, top5_acc: 0.7227, loss_cls: 2.2937, loss: 2.2937, grad_norm: 1.4372 2022-02-09 01:40:25,628 - mmaction - INFO - Epoch [97][520/940] lr: 4.000e-02, eta: 2 days, 6:48:01, time: 1.175, data_time: 0.046, memory: 9497, top1_acc: 0.4549, top5_acc: 0.7004, loss_cls: 2.3640, loss: 2.3640, grad_norm: 1.4572 2022-02-09 01:40:49,262 - mmaction - INFO - Epoch [97][540/940] lr: 4.000e-02, eta: 2 days, 6:47:30, time: 1.182, data_time: 0.062, memory: 9497, top1_acc: 0.4676, top5_acc: 0.7154, loss_cls: 2.3063, loss: 2.3063, grad_norm: 1.4567 2022-02-09 01:41:12,773 - mmaction - INFO - Epoch [97][560/940] lr: 4.000e-02, eta: 2 days, 6:46:59, time: 1.176, data_time: 0.063, memory: 9497, top1_acc: 0.4709, top5_acc: 0.7127, loss_cls: 2.2966, loss: 2.2966, grad_norm: 1.4614 2022-02-09 01:41:36,354 - mmaction - INFO - Epoch [97][580/940] lr: 4.000e-02, eta: 2 days, 6:46:28, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.4658, top5_acc: 0.7139, loss_cls: 2.3298, loss: 2.3298, grad_norm: 1.4744 2022-02-09 01:41:59,890 - mmaction - INFO - Epoch [97][600/940] lr: 4.000e-02, eta: 2 days, 6:45:57, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.4605, top5_acc: 0.7076, loss_cls: 2.3387, loss: 2.3387, grad_norm: 1.4765 2022-02-09 01:42:23,539 - mmaction - INFO - Epoch [97][620/940] lr: 4.000e-02, eta: 2 days, 6:45:26, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.4742, top5_acc: 0.7137, loss_cls: 2.3056, loss: 2.3056, grad_norm: 1.4686 2022-02-09 01:42:47,415 - mmaction - INFO - Epoch [97][640/940] lr: 4.000e-02, eta: 2 days, 6:44:56, time: 1.194, data_time: 0.063, memory: 9497, top1_acc: 0.4775, top5_acc: 0.7297, loss_cls: 2.2938, loss: 2.2938, grad_norm: 1.4581 2022-02-09 01:43:11,043 - mmaction - INFO - Epoch [97][660/940] lr: 4.000e-02, eta: 2 days, 6:44:25, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.4689, top5_acc: 0.7137, loss_cls: 2.3240, loss: 2.3240, grad_norm: 1.4986 2022-02-09 01:43:34,788 - mmaction - INFO - Epoch [97][680/940] lr: 4.000e-02, eta: 2 days, 6:43:55, time: 1.187, data_time: 0.056, memory: 9497, top1_acc: 0.4719, top5_acc: 0.7217, loss_cls: 2.2943, loss: 2.2943, grad_norm: 1.4879 2022-02-09 01:43:58,492 - mmaction - INFO - Epoch [97][700/940] lr: 4.000e-02, eta: 2 days, 6:43:24, time: 1.185, data_time: 0.064, memory: 9497, top1_acc: 0.4752, top5_acc: 0.7109, loss_cls: 2.3144, loss: 2.3144, grad_norm: 1.4957 2022-02-09 01:44:22,186 - mmaction - INFO - Epoch [97][720/940] lr: 4.000e-02, eta: 2 days, 6:42:53, time: 1.185, data_time: 0.062, memory: 9497, top1_acc: 0.4725, top5_acc: 0.7051, loss_cls: 2.3323, loss: 2.3323, grad_norm: 1.4873 2022-02-09 01:44:45,939 - mmaction - INFO - Epoch [97][740/940] lr: 4.000e-02, eta: 2 days, 6:42:23, time: 1.188, data_time: 0.059, memory: 9497, top1_acc: 0.4848, top5_acc: 0.7256, loss_cls: 2.2355, loss: 2.2355, grad_norm: 1.4625 2022-02-09 01:45:09,513 - mmaction - INFO - Epoch [97][760/940] lr: 4.000e-02, eta: 2 days, 6:41:52, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2805, loss: 2.2805, grad_norm: 1.4905 2022-02-09 01:45:33,088 - mmaction - INFO - Epoch [97][780/940] lr: 4.000e-02, eta: 2 days, 6:41:21, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.4736, top5_acc: 0.7125, loss_cls: 2.3341, loss: 2.3341, grad_norm: 1.4783 2022-02-09 01:45:56,520 - mmaction - INFO - Epoch [97][800/940] lr: 4.000e-02, eta: 2 days, 6:40:50, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.4711, top5_acc: 0.7176, loss_cls: 2.2917, loss: 2.2917, grad_norm: 1.4805 2022-02-09 01:46:20,038 - mmaction - INFO - Epoch [97][820/940] lr: 4.000e-02, eta: 2 days, 6:40:19, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.4615, top5_acc: 0.7152, loss_cls: 2.3064, loss: 2.3064, grad_norm: 1.5124 2022-02-09 01:46:43,566 - mmaction - INFO - Epoch [97][840/940] lr: 4.000e-02, eta: 2 days, 6:39:48, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.4787, top5_acc: 0.7211, loss_cls: 2.2630, loss: 2.2630, grad_norm: 1.4996 2022-02-09 01:47:06,987 - mmaction - INFO - Epoch [97][860/940] lr: 4.000e-02, eta: 2 days, 6:39:17, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.4703, top5_acc: 0.7152, loss_cls: 2.3199, loss: 2.3199, grad_norm: 1.5021 2022-02-09 01:47:30,500 - mmaction - INFO - Epoch [97][880/940] lr: 4.000e-02, eta: 2 days, 6:38:46, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.4703, top5_acc: 0.7098, loss_cls: 2.3477, loss: 2.3477, grad_norm: 1.4921 2022-02-09 01:47:54,063 - mmaction - INFO - Epoch [97][900/940] lr: 4.000e-02, eta: 2 days, 6:38:16, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.4639, top5_acc: 0.7117, loss_cls: 2.3421, loss: 2.3421, grad_norm: 1.5051 2022-02-09 01:48:17,495 - mmaction - INFO - Epoch [97][920/940] lr: 4.000e-02, eta: 2 days, 6:37:45, time: 1.172, data_time: 0.070, memory: 9497, top1_acc: 0.4646, top5_acc: 0.7039, loss_cls: 2.3319, loss: 2.3319, grad_norm: 1.4872 2022-02-09 01:48:39,765 - mmaction - INFO - Epoch [97][940/940] lr: 4.000e-02, eta: 2 days, 6:37:12, time: 1.113, data_time: 0.063, memory: 9497, top1_acc: 0.4671, top5_acc: 0.7220, loss_cls: 2.3312, loss: 2.3312, grad_norm: 1.5024 2022-02-09 01:51:18,446 - mmaction - INFO - Epoch [98][20/940] lr: 4.000e-02, eta: 2 days, 6:40:17, time: 7.786, data_time: 6.547, memory: 9497, top1_acc: 0.4828, top5_acc: 0.7246, loss_cls: 2.2791, loss: 2.2791, grad_norm: 1.4837 2022-02-09 01:51:41,515 - mmaction - INFO - Epoch [98][40/940] lr: 4.000e-02, eta: 2 days, 6:39:46, time: 1.153, data_time: 0.047, memory: 9497, top1_acc: 0.4820, top5_acc: 0.7256, loss_cls: 2.2814, loss: 2.2814, grad_norm: 1.4887 2022-02-09 01:52:04,576 - mmaction - INFO - Epoch [98][60/940] lr: 4.000e-02, eta: 2 days, 6:39:14, time: 1.153, data_time: 0.041, memory: 9497, top1_acc: 0.4818, top5_acc: 0.7158, loss_cls: 2.2818, loss: 2.2818, grad_norm: 1.5059 2022-02-09 01:52:27,814 - mmaction - INFO - Epoch [98][80/940] lr: 4.000e-02, eta: 2 days, 6:38:42, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.4816, top5_acc: 0.7100, loss_cls: 2.2949, loss: 2.2949, grad_norm: 1.4922 2022-02-09 01:52:50,988 - mmaction - INFO - Epoch [98][100/940] lr: 4.000e-02, eta: 2 days, 6:38:11, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.4820, top5_acc: 0.7244, loss_cls: 2.2478, loss: 2.2478, grad_norm: 1.4848 2022-02-09 01:53:14,248 - mmaction - INFO - Epoch [98][120/940] lr: 4.000e-02, eta: 2 days, 6:37:40, time: 1.163, data_time: 0.048, memory: 9497, top1_acc: 0.4803, top5_acc: 0.7180, loss_cls: 2.2975, loss: 2.2975, grad_norm: 1.5038 2022-02-09 01:53:37,624 - mmaction - INFO - Epoch [98][140/940] lr: 4.000e-02, eta: 2 days, 6:37:08, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.4662, top5_acc: 0.7146, loss_cls: 2.3333, loss: 2.3333, grad_norm: 1.5185 2022-02-09 01:54:01,128 - mmaction - INFO - Epoch [98][160/940] lr: 4.000e-02, eta: 2 days, 6:36:37, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.4805, top5_acc: 0.7223, loss_cls: 2.2463, loss: 2.2463, grad_norm: 1.4964 2022-02-09 01:54:24,606 - mmaction - INFO - Epoch [98][180/940] lr: 4.000e-02, eta: 2 days, 6:36:06, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.4676, top5_acc: 0.7123, loss_cls: 2.3168, loss: 2.3168, grad_norm: 1.5114 2022-02-09 01:54:48,061 - mmaction - INFO - Epoch [98][200/940] lr: 4.000e-02, eta: 2 days, 6:35:35, time: 1.173, data_time: 0.045, memory: 9497, top1_acc: 0.4867, top5_acc: 0.7229, loss_cls: 2.2667, loss: 2.2667, grad_norm: 1.5150 2022-02-09 01:55:11,429 - mmaction - INFO - Epoch [98][220/940] lr: 4.000e-02, eta: 2 days, 6:35:04, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.4729, top5_acc: 0.7191, loss_cls: 2.2837, loss: 2.2837, grad_norm: 1.5190 2022-02-09 01:55:34,822 - mmaction - INFO - Epoch [98][240/940] lr: 4.000e-02, eta: 2 days, 6:34:33, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.4680, top5_acc: 0.7227, loss_cls: 2.2743, loss: 2.2743, grad_norm: 1.5172 2022-02-09 01:55:58,318 - mmaction - INFO - Epoch [98][260/940] lr: 4.000e-02, eta: 2 days, 6:34:02, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.4693, top5_acc: 0.7156, loss_cls: 2.2875, loss: 2.2875, grad_norm: 1.5353 2022-02-09 01:56:21,825 - mmaction - INFO - Epoch [98][280/940] lr: 4.000e-02, eta: 2 days, 6:33:31, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.4824, top5_acc: 0.7289, loss_cls: 2.2534, loss: 2.2534, grad_norm: 1.5297 2022-02-09 01:56:45,364 - mmaction - INFO - Epoch [98][300/940] lr: 4.000e-02, eta: 2 days, 6:33:00, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.4781, top5_acc: 0.7148, loss_cls: 2.3119, loss: 2.3119, grad_norm: 1.5626 2022-02-09 01:57:08,703 - mmaction - INFO - Epoch [98][320/940] lr: 4.000e-02, eta: 2 days, 6:32:29, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.4701, top5_acc: 0.7199, loss_cls: 2.2904, loss: 2.2904, grad_norm: 1.5391 2022-02-09 01:57:32,556 - mmaction - INFO - Epoch [98][340/940] lr: 4.000e-02, eta: 2 days, 6:31:59, time: 1.193, data_time: 0.054, memory: 9497, top1_acc: 0.4779, top5_acc: 0.7199, loss_cls: 2.2787, loss: 2.2787, grad_norm: 1.5260 2022-02-09 01:57:56,091 - mmaction - INFO - Epoch [98][360/940] lr: 4.000e-02, eta: 2 days, 6:31:28, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.4844, top5_acc: 0.7246, loss_cls: 2.2739, loss: 2.2739, grad_norm: 1.5102 2022-02-09 01:58:19,702 - mmaction - INFO - Epoch [98][380/940] lr: 4.000e-02, eta: 2 days, 6:30:57, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2687, loss: 2.2687, grad_norm: 1.5117 2022-02-09 01:58:43,268 - mmaction - INFO - Epoch [98][400/940] lr: 4.000e-02, eta: 2 days, 6:30:26, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.4744, top5_acc: 0.7209, loss_cls: 2.2994, loss: 2.2994, grad_norm: 1.5386 2022-02-09 01:59:06,964 - mmaction - INFO - Epoch [98][420/940] lr: 4.000e-02, eta: 2 days, 6:29:56, time: 1.185, data_time: 0.053, memory: 9497, top1_acc: 0.4750, top5_acc: 0.7170, loss_cls: 2.3038, loss: 2.3038, grad_norm: 1.5647 2022-02-09 01:59:30,535 - mmaction - INFO - Epoch [98][440/940] lr: 4.000e-02, eta: 2 days, 6:29:25, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.4770, top5_acc: 0.7143, loss_cls: 2.2963, loss: 2.2963, grad_norm: 1.5262 2022-02-09 01:59:54,227 - mmaction - INFO - Epoch [98][460/940] lr: 4.000e-02, eta: 2 days, 6:28:54, time: 1.185, data_time: 0.055, memory: 9497, top1_acc: 0.4777, top5_acc: 0.7227, loss_cls: 2.2957, loss: 2.2957, grad_norm: 1.5600 2022-02-09 02:00:17,687 - mmaction - INFO - Epoch [98][480/940] lr: 4.000e-02, eta: 2 days, 6:28:23, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.4867, top5_acc: 0.7283, loss_cls: 2.2455, loss: 2.2455, grad_norm: 1.5523 2022-02-09 02:00:41,323 - mmaction - INFO - Epoch [98][500/940] lr: 4.000e-02, eta: 2 days, 6:27:53, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.4770, top5_acc: 0.7182, loss_cls: 2.2847, loss: 2.2847, grad_norm: 1.5440 2022-02-09 02:01:05,015 - mmaction - INFO - Epoch [98][520/940] lr: 4.000e-02, eta: 2 days, 6:27:22, time: 1.185, data_time: 0.061, memory: 9497, top1_acc: 0.4988, top5_acc: 0.7297, loss_cls: 2.2361, loss: 2.2361, grad_norm: 1.5468 2022-02-09 02:01:28,563 - mmaction - INFO - Epoch [98][540/940] lr: 4.000e-02, eta: 2 days, 6:26:51, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.4793, top5_acc: 0.7230, loss_cls: 2.2806, loss: 2.2806, grad_norm: 1.5528 2022-02-09 02:01:52,275 - mmaction - INFO - Epoch [98][560/940] lr: 4.000e-02, eta: 2 days, 6:26:21, time: 1.185, data_time: 0.060, memory: 9497, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2488, loss: 2.2488, grad_norm: 1.5570 2022-02-09 02:02:15,962 - mmaction - INFO - Epoch [98][580/940] lr: 4.000e-02, eta: 2 days, 6:25:50, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.4742, top5_acc: 0.7057, loss_cls: 2.3157, loss: 2.3157, grad_norm: 1.5561 2022-02-09 02:02:39,519 - mmaction - INFO - Epoch [98][600/940] lr: 4.000e-02, eta: 2 days, 6:25:19, time: 1.178, data_time: 0.063, memory: 9497, top1_acc: 0.4791, top5_acc: 0.7266, loss_cls: 2.2689, loss: 2.2689, grad_norm: 1.5335 2022-02-09 02:03:03,121 - mmaction - INFO - Epoch [98][620/940] lr: 4.000e-02, eta: 2 days, 6:24:48, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.4895, top5_acc: 0.7178, loss_cls: 2.2565, loss: 2.2565, grad_norm: 1.5581 2022-02-09 02:03:26,729 - mmaction - INFO - Epoch [98][640/940] lr: 4.000e-02, eta: 2 days, 6:24:18, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.4889, top5_acc: 0.7248, loss_cls: 2.2527, loss: 2.2527, grad_norm: 1.5654 2022-02-09 02:03:50,308 - mmaction - INFO - Epoch [98][660/940] lr: 4.000e-02, eta: 2 days, 6:23:47, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.4848, top5_acc: 0.7217, loss_cls: 2.2450, loss: 2.2450, grad_norm: 1.5476 2022-02-09 02:04:13,780 - mmaction - INFO - Epoch [98][680/940] lr: 4.000e-02, eta: 2 days, 6:23:16, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.4898, top5_acc: 0.7350, loss_cls: 2.2005, loss: 2.2005, grad_norm: 1.5704 2022-02-09 02:04:37,278 - mmaction - INFO - Epoch [98][700/940] lr: 4.000e-02, eta: 2 days, 6:22:45, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.4775, top5_acc: 0.7275, loss_cls: 2.2509, loss: 2.2509, grad_norm: 1.5633 2022-02-09 02:05:00,903 - mmaction - INFO - Epoch [98][720/940] lr: 4.000e-02, eta: 2 days, 6:22:14, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.4754, top5_acc: 0.7084, loss_cls: 2.3297, loss: 2.3297, grad_norm: 1.5694 2022-02-09 02:05:24,525 - mmaction - INFO - Epoch [98][740/940] lr: 4.000e-02, eta: 2 days, 6:21:44, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.4764, top5_acc: 0.7121, loss_cls: 2.3285, loss: 2.3285, grad_norm: 1.5940 2022-02-09 02:05:48,085 - mmaction - INFO - Epoch [98][760/940] lr: 4.000e-02, eta: 2 days, 6:21:13, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.4826, top5_acc: 0.7148, loss_cls: 2.2804, loss: 2.2804, grad_norm: 1.5722 2022-02-09 02:06:11,816 - mmaction - INFO - Epoch [98][780/940] lr: 4.000e-02, eta: 2 days, 6:20:42, time: 1.186, data_time: 0.061, memory: 9497, top1_acc: 0.4814, top5_acc: 0.7213, loss_cls: 2.2831, loss: 2.2831, grad_norm: 1.5623 2022-02-09 02:06:35,460 - mmaction - INFO - Epoch [98][800/940] lr: 4.000e-02, eta: 2 days, 6:20:12, time: 1.182, data_time: 0.067, memory: 9497, top1_acc: 0.4729, top5_acc: 0.7119, loss_cls: 2.3053, loss: 2.3053, grad_norm: 1.5792 2022-02-09 02:06:59,107 - mmaction - INFO - Epoch [98][820/940] lr: 4.000e-02, eta: 2 days, 6:19:41, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.4783, top5_acc: 0.7191, loss_cls: 2.3070, loss: 2.3070, grad_norm: 1.5657 2022-02-09 02:07:22,634 - mmaction - INFO - Epoch [98][840/940] lr: 4.000e-02, eta: 2 days, 6:19:10, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.4889, top5_acc: 0.7205, loss_cls: 2.2618, loss: 2.2618, grad_norm: 1.5888 2022-02-09 02:07:46,230 - mmaction - INFO - Epoch [98][860/940] lr: 4.000e-02, eta: 2 days, 6:18:40, time: 1.180, data_time: 0.063, memory: 9497, top1_acc: 0.4811, top5_acc: 0.7182, loss_cls: 2.2827, loss: 2.2827, grad_norm: 1.6109 2022-02-09 02:08:09,772 - mmaction - INFO - Epoch [98][880/940] lr: 4.000e-02, eta: 2 days, 6:18:09, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.4742, top5_acc: 0.7170, loss_cls: 2.2982, loss: 2.2982, grad_norm: 1.6102 2022-02-09 02:08:33,319 - mmaction - INFO - Epoch [98][900/940] lr: 4.000e-02, eta: 2 days, 6:17:38, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.4633, top5_acc: 0.7119, loss_cls: 2.3255, loss: 2.3255, grad_norm: 1.5989 2022-02-09 02:08:57,053 - mmaction - INFO - Epoch [98][920/940] lr: 4.000e-02, eta: 2 days, 6:17:08, time: 1.187, data_time: 0.059, memory: 9497, top1_acc: 0.4607, top5_acc: 0.7115, loss_cls: 2.3296, loss: 2.3296, grad_norm: 1.5905 2022-02-09 02:09:19,323 - mmaction - INFO - Epoch [98][940/940] lr: 4.000e-02, eta: 2 days, 6:16:35, time: 1.114, data_time: 0.058, memory: 9497, top1_acc: 0.4742, top5_acc: 0.7230, loss_cls: 2.2649, loss: 2.2649, grad_norm: 1.6193 2022-02-09 02:12:39,425 - mmaction - INFO - Epoch [99][20/940] lr: 4.000e-02, eta: 2 days, 6:20:33, time: 9.517, data_time: 8.084, memory: 9497, top1_acc: 0.4818, top5_acc: 0.7207, loss_cls: 2.2803, loss: 2.2803, grad_norm: 1.5687 2022-02-09 02:13:02,398 - mmaction - INFO - Epoch [99][40/940] lr: 4.000e-02, eta: 2 days, 6:20:01, time: 1.148, data_time: 0.042, memory: 9497, top1_acc: 0.4920, top5_acc: 0.7254, loss_cls: 2.2286, loss: 2.2286, grad_norm: 1.5600 2022-02-09 02:13:25,512 - mmaction - INFO - Epoch [99][60/940] lr: 4.000e-02, eta: 2 days, 6:19:29, time: 1.156, data_time: 0.042, memory: 9497, top1_acc: 0.4820, top5_acc: 0.7279, loss_cls: 2.2273, loss: 2.2273, grad_norm: 1.5795 2022-02-09 02:13:48,825 - mmaction - INFO - Epoch [99][80/940] lr: 4.000e-02, eta: 2 days, 6:18:58, time: 1.165, data_time: 0.042, memory: 9497, top1_acc: 0.4873, top5_acc: 0.7291, loss_cls: 2.2228, loss: 2.2228, grad_norm: 1.5924 2022-02-09 02:14:12,269 - mmaction - INFO - Epoch [99][100/940] lr: 4.000e-02, eta: 2 days, 6:18:27, time: 1.172, data_time: 0.044, memory: 9497, top1_acc: 0.4848, top5_acc: 0.7223, loss_cls: 2.2672, loss: 2.2672, grad_norm: 1.6148 2022-02-09 02:14:35,577 - mmaction - INFO - Epoch [99][120/940] lr: 4.000e-02, eta: 2 days, 6:17:56, time: 1.165, data_time: 0.044, memory: 9497, top1_acc: 0.4885, top5_acc: 0.7236, loss_cls: 2.2200, loss: 2.2200, grad_norm: 1.5873 2022-02-09 02:14:58,939 - mmaction - INFO - Epoch [99][140/940] lr: 4.000e-02, eta: 2 days, 6:17:25, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.4885, top5_acc: 0.7314, loss_cls: 2.2241, loss: 2.2241, grad_norm: 1.6059 2022-02-09 02:15:22,277 - mmaction - INFO - Epoch [99][160/940] lr: 4.000e-02, eta: 2 days, 6:16:54, time: 1.167, data_time: 0.047, memory: 9497, top1_acc: 0.4713, top5_acc: 0.7189, loss_cls: 2.2916, loss: 2.2916, grad_norm: 1.6037 2022-02-09 02:15:45,565 - mmaction - INFO - Epoch [99][180/940] lr: 4.000e-02, eta: 2 days, 6:16:22, time: 1.164, data_time: 0.058, memory: 9497, top1_acc: 0.4799, top5_acc: 0.7162, loss_cls: 2.2702, loss: 2.2702, grad_norm: 1.6219 2022-02-09 02:16:08,830 - mmaction - INFO - Epoch [99][200/940] lr: 4.000e-02, eta: 2 days, 6:15:51, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.4795, top5_acc: 0.7223, loss_cls: 2.2525, loss: 2.2525, grad_norm: 1.6350 2022-02-09 02:16:32,276 - mmaction - INFO - Epoch [99][220/940] lr: 4.000e-02, eta: 2 days, 6:15:20, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.4693, top5_acc: 0.7254, loss_cls: 2.2618, loss: 2.2618, grad_norm: 1.6005 2022-02-09 02:16:55,775 - mmaction - INFO - Epoch [99][240/940] lr: 4.000e-02, eta: 2 days, 6:14:49, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.4809, top5_acc: 0.7301, loss_cls: 2.2384, loss: 2.2384, grad_norm: 1.5847 2022-02-09 02:17:19,346 - mmaction - INFO - Epoch [99][260/940] lr: 4.000e-02, eta: 2 days, 6:14:18, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.4908, top5_acc: 0.7293, loss_cls: 2.2288, loss: 2.2288, grad_norm: 1.5849 2022-02-09 02:17:42,770 - mmaction - INFO - Epoch [99][280/940] lr: 4.000e-02, eta: 2 days, 6:13:47, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.4717, top5_acc: 0.7168, loss_cls: 2.2912, loss: 2.2912, grad_norm: 1.6287 2022-02-09 02:18:06,173 - mmaction - INFO - Epoch [99][300/940] lr: 4.000e-02, eta: 2 days, 6:13:16, time: 1.170, data_time: 0.060, memory: 9497, top1_acc: 0.4861, top5_acc: 0.7217, loss_cls: 2.2474, loss: 2.2474, grad_norm: 1.6179 2022-02-09 02:18:29,561 - mmaction - INFO - Epoch [99][320/940] lr: 4.000e-02, eta: 2 days, 6:12:45, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.4980, top5_acc: 0.7223, loss_cls: 2.2345, loss: 2.2345, grad_norm: 1.6073 2022-02-09 02:18:53,040 - mmaction - INFO - Epoch [99][340/940] lr: 4.000e-02, eta: 2 days, 6:12:14, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.4705, top5_acc: 0.7148, loss_cls: 2.3083, loss: 2.3083, grad_norm: 1.6109 2022-02-09 02:19:16,401 - mmaction - INFO - Epoch [99][360/940] lr: 4.000e-02, eta: 2 days, 6:11:43, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.4852, top5_acc: 0.7230, loss_cls: 2.2404, loss: 2.2404, grad_norm: 1.6214 2022-02-09 02:19:39,854 - mmaction - INFO - Epoch [99][380/940] lr: 4.000e-02, eta: 2 days, 6:11:12, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.4881, top5_acc: 0.7232, loss_cls: 2.2333, loss: 2.2333, grad_norm: 1.6107 2022-02-09 02:20:03,204 - mmaction - INFO - Epoch [99][400/940] lr: 4.000e-02, eta: 2 days, 6:10:41, time: 1.167, data_time: 0.058, memory: 9497, top1_acc: 0.5006, top5_acc: 0.7281, loss_cls: 2.2462, loss: 2.2462, grad_norm: 1.6326 2022-02-09 02:20:26,881 - mmaction - INFO - Epoch [99][420/940] lr: 4.000e-02, eta: 2 days, 6:10:11, time: 1.184, data_time: 0.055, memory: 9497, top1_acc: 0.4795, top5_acc: 0.7156, loss_cls: 2.2719, loss: 2.2719, grad_norm: 1.6346 2022-02-09 02:20:50,208 - mmaction - INFO - Epoch [99][440/940] lr: 4.000e-02, eta: 2 days, 6:09:39, time: 1.166, data_time: 0.055, memory: 9497, top1_acc: 0.4873, top5_acc: 0.7254, loss_cls: 2.2443, loss: 2.2443, grad_norm: 1.6514 2022-02-09 02:21:13,666 - mmaction - INFO - Epoch [99][460/940] lr: 4.000e-02, eta: 2 days, 6:09:09, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.4879, top5_acc: 0.7320, loss_cls: 2.2194, loss: 2.2194, grad_norm: 1.6299 2022-02-09 02:21:37,140 - mmaction - INFO - Epoch [99][480/940] lr: 4.000e-02, eta: 2 days, 6:08:38, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.4895, top5_acc: 0.7328, loss_cls: 2.2035, loss: 2.2035, grad_norm: 1.6132 2022-02-09 02:22:00,577 - mmaction - INFO - Epoch [99][500/940] lr: 4.000e-02, eta: 2 days, 6:08:07, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.4859, top5_acc: 0.7201, loss_cls: 2.2741, loss: 2.2741, grad_norm: 1.6408 2022-02-09 02:22:24,065 - mmaction - INFO - Epoch [99][520/940] lr: 4.000e-02, eta: 2 days, 6:07:36, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.4916, top5_acc: 0.7230, loss_cls: 2.2293, loss: 2.2293, grad_norm: 1.6448 2022-02-09 02:22:47,500 - mmaction - INFO - Epoch [99][540/940] lr: 4.000e-02, eta: 2 days, 6:07:05, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.4750, top5_acc: 0.7139, loss_cls: 2.2939, loss: 2.2939, grad_norm: 1.6489 2022-02-09 02:23:10,934 - mmaction - INFO - Epoch [99][560/940] lr: 4.000e-02, eta: 2 days, 6:06:34, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.4762, top5_acc: 0.7268, loss_cls: 2.2555, loss: 2.2555, grad_norm: 1.6389 2022-02-09 02:23:34,411 - mmaction - INFO - Epoch [99][580/940] lr: 4.000e-02, eta: 2 days, 6:06:03, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.4947, top5_acc: 0.7363, loss_cls: 2.2093, loss: 2.2093, grad_norm: 1.6335 2022-02-09 02:23:57,823 - mmaction - INFO - Epoch [99][600/940] lr: 4.000e-02, eta: 2 days, 6:05:32, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.4881, top5_acc: 0.7279, loss_cls: 2.2319, loss: 2.2319, grad_norm: 1.6478 2022-02-09 02:24:21,273 - mmaction - INFO - Epoch [99][620/940] lr: 4.000e-02, eta: 2 days, 6:05:01, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.4750, top5_acc: 0.7256, loss_cls: 2.2559, loss: 2.2559, grad_norm: 1.6361 2022-02-09 02:24:44,706 - mmaction - INFO - Epoch [99][640/940] lr: 4.000e-02, eta: 2 days, 6:04:30, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.4789, top5_acc: 0.7213, loss_cls: 2.2638, loss: 2.2638, grad_norm: 1.6483 2022-02-09 02:25:08,059 - mmaction - INFO - Epoch [99][660/940] lr: 4.000e-02, eta: 2 days, 6:03:59, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.4816, top5_acc: 0.7209, loss_cls: 2.2550, loss: 2.2550, grad_norm: 1.6576 2022-02-09 02:25:31,438 - mmaction - INFO - Epoch [99][680/940] lr: 4.000e-02, eta: 2 days, 6:03:28, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.4803, top5_acc: 0.7113, loss_cls: 2.3105, loss: 2.3105, grad_norm: 1.6521 2022-02-09 02:25:54,902 - mmaction - INFO - Epoch [99][700/940] lr: 4.000e-02, eta: 2 days, 6:02:57, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.4822, top5_acc: 0.7227, loss_cls: 2.2362, loss: 2.2362, grad_norm: 1.6343 2022-02-09 02:26:18,426 - mmaction - INFO - Epoch [99][720/940] lr: 4.000e-02, eta: 2 days, 6:02:26, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.4701, top5_acc: 0.7168, loss_cls: 2.3126, loss: 2.3126, grad_norm: 1.6510 2022-02-09 02:26:41,875 - mmaction - INFO - Epoch [99][740/940] lr: 4.000e-02, eta: 2 days, 6:01:55, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.4936, top5_acc: 0.7320, loss_cls: 2.2376, loss: 2.2376, grad_norm: 1.6376 2022-02-09 02:27:05,369 - mmaction - INFO - Epoch [99][760/940] lr: 4.000e-02, eta: 2 days, 6:01:25, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.4848, top5_acc: 0.7246, loss_cls: 2.2546, loss: 2.2546, grad_norm: 1.6653 2022-02-09 02:27:28,926 - mmaction - INFO - Epoch [99][780/940] lr: 4.000e-02, eta: 2 days, 6:00:54, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.4816, top5_acc: 0.7252, loss_cls: 2.2463, loss: 2.2463, grad_norm: 1.6300 2022-02-09 02:27:52,329 - mmaction - INFO - Epoch [99][800/940] lr: 4.000e-02, eta: 2 days, 6:00:23, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.4879, top5_acc: 0.7229, loss_cls: 2.2510, loss: 2.2510, grad_norm: 1.6579 2022-02-09 02:28:15,842 - mmaction - INFO - Epoch [99][820/940] lr: 4.000e-02, eta: 2 days, 5:59:52, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.4922, top5_acc: 0.7299, loss_cls: 2.2255, loss: 2.2255, grad_norm: 1.6688 2022-02-09 02:28:39,346 - mmaction - INFO - Epoch [99][840/940] lr: 4.000e-02, eta: 2 days, 5:59:21, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.4861, top5_acc: 0.7244, loss_cls: 2.2417, loss: 2.2417, grad_norm: 1.6689 2022-02-09 02:29:02,794 - mmaction - INFO - Epoch [99][860/940] lr: 4.000e-02, eta: 2 days, 5:58:50, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.4813, top5_acc: 0.7264, loss_cls: 2.2464, loss: 2.2464, grad_norm: 1.6839 2022-02-09 02:29:26,187 - mmaction - INFO - Epoch [99][880/940] lr: 4.000e-02, eta: 2 days, 5:58:20, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.4857, top5_acc: 0.7246, loss_cls: 2.2578, loss: 2.2578, grad_norm: 1.6488 2022-02-09 02:29:49,657 - mmaction - INFO - Epoch [99][900/940] lr: 4.000e-02, eta: 2 days, 5:57:49, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.4801, top5_acc: 0.7158, loss_cls: 2.2783, loss: 2.2783, grad_norm: 1.6897 2022-02-09 02:30:13,339 - mmaction - INFO - Epoch [99][920/940] lr: 4.000e-02, eta: 2 days, 5:57:18, time: 1.184, data_time: 0.061, memory: 9497, top1_acc: 0.5010, top5_acc: 0.7303, loss_cls: 2.1986, loss: 2.1986, grad_norm: 1.6543 2022-02-09 02:30:35,648 - mmaction - INFO - Epoch [99][940/940] lr: 4.000e-02, eta: 2 days, 5:56:45, time: 1.115, data_time: 0.060, memory: 9497, top1_acc: 0.4807, top5_acc: 0.7248, loss_cls: 2.2444, loss: 2.2444, grad_norm: 1.6832 2022-02-09 02:33:15,744 - mmaction - INFO - Epoch [100][20/940] lr: 4.000e-02, eta: 2 days, 5:59:46, time: 7.843, data_time: 6.149, memory: 9497, top1_acc: 0.4871, top5_acc: 0.7283, loss_cls: 2.2319, loss: 2.2319, grad_norm: 1.6686 2022-02-09 02:33:38,735 - mmaction - INFO - Epoch [100][40/940] lr: 4.000e-02, eta: 2 days, 5:59:15, time: 1.151, data_time: 0.045, memory: 9497, top1_acc: 0.4760, top5_acc: 0.7244, loss_cls: 2.2646, loss: 2.2646, grad_norm: 1.6856 2022-02-09 02:34:01,856 - mmaction - INFO - Epoch [100][60/940] lr: 4.000e-02, eta: 2 days, 5:58:43, time: 1.156, data_time: 0.044, memory: 9497, top1_acc: 0.4811, top5_acc: 0.7195, loss_cls: 2.2629, loss: 2.2629, grad_norm: 1.6955 2022-02-09 02:34:25,052 - mmaction - INFO - Epoch [100][80/940] lr: 4.000e-02, eta: 2 days, 5:58:12, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.4969, top5_acc: 0.7377, loss_cls: 2.1792, loss: 2.1792, grad_norm: 1.6984 2022-02-09 02:34:48,254 - mmaction - INFO - Epoch [100][100/940] lr: 4.000e-02, eta: 2 days, 5:57:40, time: 1.160, data_time: 0.046, memory: 9497, top1_acc: 0.5014, top5_acc: 0.7334, loss_cls: 2.1619, loss: 2.1619, grad_norm: 1.6479 2022-02-09 02:35:11,478 - mmaction - INFO - Epoch [100][120/940] lr: 4.000e-02, eta: 2 days, 5:57:09, time: 1.161, data_time: 0.048, memory: 9497, top1_acc: 0.4895, top5_acc: 0.7311, loss_cls: 2.2103, loss: 2.2103, grad_norm: 1.6794 2022-02-09 02:35:34,699 - mmaction - INFO - Epoch [100][140/940] lr: 4.000e-02, eta: 2 days, 5:56:38, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.4795, top5_acc: 0.7129, loss_cls: 2.2865, loss: 2.2865, grad_norm: 1.7115 2022-02-09 02:35:57,910 - mmaction - INFO - Epoch [100][160/940] lr: 4.000e-02, eta: 2 days, 5:56:07, time: 1.161, data_time: 0.050, memory: 9497, top1_acc: 0.4902, top5_acc: 0.7312, loss_cls: 2.2174, loss: 2.2174, grad_norm: 1.6871 2022-02-09 02:36:21,242 - mmaction - INFO - Epoch [100][180/940] lr: 4.000e-02, eta: 2 days, 5:55:35, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.5012, top5_acc: 0.7365, loss_cls: 2.1833, loss: 2.1833, grad_norm: 1.6626 2022-02-09 02:36:44,721 - mmaction - INFO - Epoch [100][200/940] lr: 4.000e-02, eta: 2 days, 5:55:05, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.4793, top5_acc: 0.7258, loss_cls: 2.2364, loss: 2.2364, grad_norm: 1.6754 2022-02-09 02:37:08,213 - mmaction - INFO - Epoch [100][220/940] lr: 4.000e-02, eta: 2 days, 5:54:34, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.4873, top5_acc: 0.7262, loss_cls: 2.2279, loss: 2.2279, grad_norm: 1.6480 2022-02-09 02:37:31,591 - mmaction - INFO - Epoch [100][240/940] lr: 4.000e-02, eta: 2 days, 5:54:03, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.4816, top5_acc: 0.7230, loss_cls: 2.2697, loss: 2.2697, grad_norm: 1.6638 2022-02-09 02:37:55,032 - mmaction - INFO - Epoch [100][260/940] lr: 4.000e-02, eta: 2 days, 5:53:32, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.4734, top5_acc: 0.7176, loss_cls: 2.2848, loss: 2.2848, grad_norm: 1.6507 2022-02-09 02:38:18,456 - mmaction - INFO - Epoch [100][280/940] lr: 4.000e-02, eta: 2 days, 5:53:01, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.4855, top5_acc: 0.7238, loss_cls: 2.2493, loss: 2.2493, grad_norm: 1.6924 2022-02-09 02:38:41,804 - mmaction - INFO - Epoch [100][300/940] lr: 4.000e-02, eta: 2 days, 5:52:30, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.4982, top5_acc: 0.7281, loss_cls: 2.2144, loss: 2.2144, grad_norm: 1.6874 2022-02-09 02:39:05,248 - mmaction - INFO - Epoch [100][320/940] lr: 4.000e-02, eta: 2 days, 5:51:59, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.4885, top5_acc: 0.7324, loss_cls: 2.2124, loss: 2.2124, grad_norm: 1.6996 2022-02-09 02:39:28,716 - mmaction - INFO - Epoch [100][340/940] lr: 4.000e-02, eta: 2 days, 5:51:28, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.4877, top5_acc: 0.7295, loss_cls: 2.2182, loss: 2.2182, grad_norm: 1.7349 2022-02-09 02:39:52,130 - mmaction - INFO - Epoch [100][360/940] lr: 4.000e-02, eta: 2 days, 5:50:57, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.4900, top5_acc: 0.7283, loss_cls: 2.2217, loss: 2.2217, grad_norm: 1.6961 2022-02-09 02:40:15,506 - mmaction - INFO - Epoch [100][380/940] lr: 4.000e-02, eta: 2 days, 5:50:26, time: 1.169, data_time: 0.062, memory: 9497, top1_acc: 0.4852, top5_acc: 0.7293, loss_cls: 2.2229, loss: 2.2229, grad_norm: 1.7119 2022-02-09 02:40:38,903 - mmaction - INFO - Epoch [100][400/940] lr: 4.000e-02, eta: 2 days, 5:49:55, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.4703, top5_acc: 0.7211, loss_cls: 2.2840, loss: 2.2840, grad_norm: 1.7129 2022-02-09 02:41:02,312 - mmaction - INFO - Epoch [100][420/940] lr: 4.000e-02, eta: 2 days, 5:49:24, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.4871, top5_acc: 0.7279, loss_cls: 2.2394, loss: 2.2394, grad_norm: 1.7140 2022-02-09 02:41:25,687 - mmaction - INFO - Epoch [100][440/940] lr: 4.000e-02, eta: 2 days, 5:48:53, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.4990, top5_acc: 0.7340, loss_cls: 2.1850, loss: 2.1850, grad_norm: 1.6845 2022-02-09 02:41:49,235 - mmaction - INFO - Epoch [100][460/940] lr: 4.000e-02, eta: 2 days, 5:48:22, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.4717, top5_acc: 0.7180, loss_cls: 2.2806, loss: 2.2806, grad_norm: 1.7239 2022-02-09 02:42:12,708 - mmaction - INFO - Epoch [100][480/940] lr: 4.000e-02, eta: 2 days, 5:47:52, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.4865, top5_acc: 0.7307, loss_cls: 2.2209, loss: 2.2209, grad_norm: 1.7103 2022-02-09 02:42:36,176 - mmaction - INFO - Epoch [100][500/940] lr: 4.000e-02, eta: 2 days, 5:47:21, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.4842, top5_acc: 0.7205, loss_cls: 2.2436, loss: 2.2436, grad_norm: 1.7291 2022-02-09 02:42:59,657 - mmaction - INFO - Epoch [100][520/940] lr: 4.000e-02, eta: 2 days, 5:46:50, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5014, top5_acc: 0.7340, loss_cls: 2.1840, loss: 2.1840, grad_norm: 1.6911 2022-02-09 02:43:23,120 - mmaction - INFO - Epoch [100][540/940] lr: 4.000e-02, eta: 2 days, 5:46:19, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.4789, top5_acc: 0.7191, loss_cls: 2.2632, loss: 2.2632, grad_norm: 1.7285 2022-02-09 02:43:46,648 - mmaction - INFO - Epoch [100][560/940] lr: 4.000e-02, eta: 2 days, 5:45:48, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.4918, top5_acc: 0.7281, loss_cls: 2.2292, loss: 2.2292, grad_norm: 1.7349 2022-02-09 02:44:10,149 - mmaction - INFO - Epoch [100][580/940] lr: 4.000e-02, eta: 2 days, 5:45:18, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.4846, top5_acc: 0.7211, loss_cls: 2.2489, loss: 2.2489, grad_norm: 1.7166 2022-02-09 02:44:33,584 - mmaction - INFO - Epoch [100][600/940] lr: 4.000e-02, eta: 2 days, 5:44:47, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.4848, top5_acc: 0.7203, loss_cls: 2.2857, loss: 2.2857, grad_norm: 1.7270 2022-02-09 02:44:57,180 - mmaction - INFO - Epoch [100][620/940] lr: 4.000e-02, eta: 2 days, 5:44:16, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.4967, top5_acc: 0.7322, loss_cls: 2.2059, loss: 2.2059, grad_norm: 1.6868 2022-02-09 02:45:20,753 - mmaction - INFO - Epoch [100][640/940] lr: 4.000e-02, eta: 2 days, 5:43:46, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2209, loss: 2.2209, grad_norm: 1.7514 2022-02-09 02:45:44,334 - mmaction - INFO - Epoch [100][660/940] lr: 4.000e-02, eta: 2 days, 5:43:15, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.4943, top5_acc: 0.7236, loss_cls: 2.2121, loss: 2.2121, grad_norm: 1.7060 2022-02-09 02:46:07,979 - mmaction - INFO - Epoch [100][680/940] lr: 4.000e-02, eta: 2 days, 5:42:44, time: 1.183, data_time: 0.053, memory: 9497, top1_acc: 0.4859, top5_acc: 0.7307, loss_cls: 2.2367, loss: 2.2367, grad_norm: 1.7461 2022-02-09 02:46:31,603 - mmaction - INFO - Epoch [100][700/940] lr: 4.000e-02, eta: 2 days, 5:42:14, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.4949, top5_acc: 0.7295, loss_cls: 2.2102, loss: 2.2102, grad_norm: 1.7239 2022-02-09 02:46:55,256 - mmaction - INFO - Epoch [100][720/940] lr: 4.000e-02, eta: 2 days, 5:41:43, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.4850, top5_acc: 0.7299, loss_cls: 2.2401, loss: 2.2401, grad_norm: 1.7202 2022-02-09 02:47:18,770 - mmaction - INFO - Epoch [100][740/940] lr: 4.000e-02, eta: 2 days, 5:41:13, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.4795, top5_acc: 0.7285, loss_cls: 2.2275, loss: 2.2275, grad_norm: 1.7168 2022-02-09 02:47:42,427 - mmaction - INFO - Epoch [100][760/940] lr: 4.000e-02, eta: 2 days, 5:40:42, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.4748, top5_acc: 0.7207, loss_cls: 2.2824, loss: 2.2824, grad_norm: 1.7312 2022-02-09 02:48:05,997 - mmaction - INFO - Epoch [100][780/940] lr: 4.000e-02, eta: 2 days, 5:40:11, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.4840, top5_acc: 0.7268, loss_cls: 2.2428, loss: 2.2428, grad_norm: 1.7251 2022-02-09 02:48:29,529 - mmaction - INFO - Epoch [100][800/940] lr: 4.000e-02, eta: 2 days, 5:39:41, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.4789, top5_acc: 0.7301, loss_cls: 2.2563, loss: 2.2563, grad_norm: 1.7274 2022-02-09 02:48:53,050 - mmaction - INFO - Epoch [100][820/940] lr: 4.000e-02, eta: 2 days, 5:39:10, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.4939, top5_acc: 0.7273, loss_cls: 2.2242, loss: 2.2242, grad_norm: 1.7068 2022-02-09 02:49:16,496 - mmaction - INFO - Epoch [100][840/940] lr: 4.000e-02, eta: 2 days, 5:38:39, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.4912, top5_acc: 0.7303, loss_cls: 2.2390, loss: 2.2390, grad_norm: 1.7268 2022-02-09 02:49:39,996 - mmaction - INFO - Epoch [100][860/940] lr: 4.000e-02, eta: 2 days, 5:38:08, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.4883, top5_acc: 0.7307, loss_cls: 2.2131, loss: 2.2131, grad_norm: 1.7566 2022-02-09 02:50:03,569 - mmaction - INFO - Epoch [100][880/940] lr: 4.000e-02, eta: 2 days, 5:37:38, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.4881, top5_acc: 0.7301, loss_cls: 2.2171, loss: 2.2171, grad_norm: 1.7529 2022-02-09 02:50:27,185 - mmaction - INFO - Epoch [100][900/940] lr: 4.000e-02, eta: 2 days, 5:37:07, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.4912, top5_acc: 0.7342, loss_cls: 2.2161, loss: 2.2161, grad_norm: 1.7117 2022-02-09 02:50:50,868 - mmaction - INFO - Epoch [100][920/940] lr: 4.000e-02, eta: 2 days, 5:36:37, time: 1.184, data_time: 0.056, memory: 9497, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.1967, loss: 2.1967, grad_norm: 1.7282 2022-02-09 02:51:13,166 - mmaction - INFO - Epoch [100][940/940] lr: 4.000e-02, eta: 2 days, 5:36:04, time: 1.115, data_time: 0.049, memory: 9497, top1_acc: 0.4791, top5_acc: 0.7246, loss_cls: 2.2760, loss: 2.2760, grad_norm: 1.7544 2022-02-09 02:51:15,447 - mmaction - INFO - Saving checkpoint at 100 epochs 2022-02-09 02:53:57,507 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 02:53:58,785 - mmaction - INFO - top1_acc 0.5564 top5_acc 0.8065 2022-02-09 02:53:58,915 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 02:53:59,126 - mmaction - INFO - mean_acc 0.5564 2022-02-09 02:53:59,128 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_95.pth was removed 2022-02-09 02:54:01,162 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_100.pth. 2022-02-09 02:54:01,162 - mmaction - INFO - Best top1_acc is 0.5564 at 100 epoch. 2022-02-09 02:54:01,170 - mmaction - INFO - Epoch(val) [100][78] top1_acc: 0.5564, top5_acc: 0.8065, mean_class_accuracy: 0.5564 2022-02-09 02:56:26,130 - mmaction - INFO - Epoch [101][20/940] lr: 4.000e-02, eta: 2 days, 5:38:43, time: 7.246, data_time: 5.823, memory: 9497, top1_acc: 0.4910, top5_acc: 0.7270, loss_cls: 2.2362, loss: 2.2362, grad_norm: 1.7302 2022-02-09 02:56:49,097 - mmaction - INFO - Epoch [101][40/940] lr: 4.000e-02, eta: 2 days, 5:38:11, time: 1.149, data_time: 0.052, memory: 9497, top1_acc: 0.4893, top5_acc: 0.7395, loss_cls: 2.2023, loss: 2.2023, grad_norm: 1.7535 2022-02-09 02:57:12,091 - mmaction - INFO - Epoch [101][60/940] lr: 4.000e-02, eta: 2 days, 5:37:40, time: 1.150, data_time: 0.042, memory: 9497, top1_acc: 0.4922, top5_acc: 0.7350, loss_cls: 2.1798, loss: 2.1798, grad_norm: 1.7422 2022-02-09 02:57:35,076 - mmaction - INFO - Epoch [101][80/940] lr: 4.000e-02, eta: 2 days, 5:37:08, time: 1.149, data_time: 0.045, memory: 9497, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.1849, loss: 2.1849, grad_norm: 1.7316 2022-02-09 02:57:58,318 - mmaction - INFO - Epoch [101][100/940] lr: 4.000e-02, eta: 2 days, 5:36:37, time: 1.163, data_time: 0.049, memory: 9497, top1_acc: 0.4777, top5_acc: 0.7188, loss_cls: 2.2758, loss: 2.2758, grad_norm: 1.8199 2022-02-09 02:58:21,515 - mmaction - INFO - Epoch [101][120/940] lr: 4.000e-02, eta: 2 days, 5:36:06, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.4920, top5_acc: 0.7254, loss_cls: 2.2424, loss: 2.2424, grad_norm: 1.7708 2022-02-09 02:58:44,719 - mmaction - INFO - Epoch [101][140/940] lr: 4.000e-02, eta: 2 days, 5:35:35, time: 1.160, data_time: 0.050, memory: 9497, top1_acc: 0.4887, top5_acc: 0.7195, loss_cls: 2.2406, loss: 2.2406, grad_norm: 1.7451 2022-02-09 02:59:07,926 - mmaction - INFO - Epoch [101][160/940] lr: 4.000e-02, eta: 2 days, 5:35:03, time: 1.160, data_time: 0.052, memory: 9497, top1_acc: 0.4949, top5_acc: 0.7365, loss_cls: 2.1888, loss: 2.1888, grad_norm: 1.7373 2022-02-09 02:59:31,352 - mmaction - INFO - Epoch [101][180/940] lr: 4.000e-02, eta: 2 days, 5:34:33, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.4918, top5_acc: 0.7287, loss_cls: 2.2170, loss: 2.2170, grad_norm: 1.7749 2022-02-09 02:59:54,803 - mmaction - INFO - Epoch [101][200/940] lr: 4.000e-02, eta: 2 days, 5:34:02, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.4883, top5_acc: 0.7211, loss_cls: 2.2405, loss: 2.2405, grad_norm: 1.7582 2022-02-09 03:00:18,265 - mmaction - INFO - Epoch [101][220/940] lr: 4.000e-02, eta: 2 days, 5:33:31, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.4996, top5_acc: 0.7348, loss_cls: 2.1953, loss: 2.1953, grad_norm: 1.7601 2022-02-09 03:00:41,680 - mmaction - INFO - Epoch [101][240/940] lr: 4.000e-02, eta: 2 days, 5:33:00, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.4971, top5_acc: 0.7246, loss_cls: 2.2364, loss: 2.2364, grad_norm: 1.7792 2022-02-09 03:01:05,169 - mmaction - INFO - Epoch [101][260/940] lr: 4.000e-02, eta: 2 days, 5:32:29, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5002, top5_acc: 0.7336, loss_cls: 2.1849, loss: 2.1849, grad_norm: 1.7887 2022-02-09 03:01:28,615 - mmaction - INFO - Epoch [101][280/940] lr: 4.000e-02, eta: 2 days, 5:31:58, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.5000, top5_acc: 0.7332, loss_cls: 2.1867, loss: 2.1867, grad_norm: 1.7582 2022-02-09 03:01:52,084 - mmaction - INFO - Epoch [101][300/940] lr: 4.000e-02, eta: 2 days, 5:31:28, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.4846, top5_acc: 0.7197, loss_cls: 2.2613, loss: 2.2613, grad_norm: 1.7805 2022-02-09 03:02:15,417 - mmaction - INFO - Epoch [101][320/940] lr: 4.000e-02, eta: 2 days, 5:30:57, time: 1.167, data_time: 0.056, memory: 9497, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1775, loss: 2.1775, grad_norm: 1.7555 2022-02-09 03:02:38,742 - mmaction - INFO - Epoch [101][340/940] lr: 4.000e-02, eta: 2 days, 5:30:26, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.4943, top5_acc: 0.7352, loss_cls: 2.1871, loss: 2.1871, grad_norm: 1.7786 2022-02-09 03:03:02,142 - mmaction - INFO - Epoch [101][360/940] lr: 4.000e-02, eta: 2 days, 5:29:55, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.4998, top5_acc: 0.7311, loss_cls: 2.1901, loss: 2.1901, grad_norm: 1.7489 2022-02-09 03:03:25,657 - mmaction - INFO - Epoch [101][380/940] lr: 4.000e-02, eta: 2 days, 5:29:24, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.4936, top5_acc: 0.7312, loss_cls: 2.1969, loss: 2.1969, grad_norm: 1.7736 2022-02-09 03:03:49,132 - mmaction - INFO - Epoch [101][400/940] lr: 4.000e-02, eta: 2 days, 5:28:53, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.4971, top5_acc: 0.7354, loss_cls: 2.1688, loss: 2.1688, grad_norm: 1.7613 2022-02-09 03:04:12,577 - mmaction - INFO - Epoch [101][420/940] lr: 4.000e-02, eta: 2 days, 5:28:23, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.4953, top5_acc: 0.7381, loss_cls: 2.1798, loss: 2.1798, grad_norm: 1.7937 2022-02-09 03:04:36,025 - mmaction - INFO - Epoch [101][440/940] lr: 4.000e-02, eta: 2 days, 5:27:52, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.4871, top5_acc: 0.7301, loss_cls: 2.2164, loss: 2.2164, grad_norm: 1.7854 2022-02-09 03:04:59,424 - mmaction - INFO - Epoch [101][460/940] lr: 4.000e-02, eta: 2 days, 5:27:21, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.4869, top5_acc: 0.7314, loss_cls: 2.2085, loss: 2.2085, grad_norm: 1.7786 2022-02-09 03:05:22,863 - mmaction - INFO - Epoch [101][480/940] lr: 4.000e-02, eta: 2 days, 5:26:50, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.4971, top5_acc: 0.7414, loss_cls: 2.1942, loss: 2.1942, grad_norm: 1.7559 2022-02-09 03:05:46,409 - mmaction - INFO - Epoch [101][500/940] lr: 4.000e-02, eta: 2 days, 5:26:19, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.4916, top5_acc: 0.7289, loss_cls: 2.2376, loss: 2.2376, grad_norm: 1.8154 2022-02-09 03:06:09,922 - mmaction - INFO - Epoch [101][520/940] lr: 4.000e-02, eta: 2 days, 5:25:49, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.4908, top5_acc: 0.7238, loss_cls: 2.2188, loss: 2.2188, grad_norm: 1.7866 2022-02-09 03:06:33,407 - mmaction - INFO - Epoch [101][540/940] lr: 4.000e-02, eta: 2 days, 5:25:18, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.4779, top5_acc: 0.7188, loss_cls: 2.2681, loss: 2.2681, grad_norm: 1.8097 2022-02-09 03:06:56,927 - mmaction - INFO - Epoch [101][560/940] lr: 4.000e-02, eta: 2 days, 5:24:47, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.4891, top5_acc: 0.7164, loss_cls: 2.2807, loss: 2.2807, grad_norm: 1.7864 2022-02-09 03:07:20,461 - mmaction - INFO - Epoch [101][580/940] lr: 4.000e-02, eta: 2 days, 5:24:17, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.4877, top5_acc: 0.7268, loss_cls: 2.2379, loss: 2.2379, grad_norm: 1.7778 2022-02-09 03:07:43,886 - mmaction - INFO - Epoch [101][600/940] lr: 4.000e-02, eta: 2 days, 5:23:46, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.4852, top5_acc: 0.7275, loss_cls: 2.2486, loss: 2.2486, grad_norm: 1.8143 2022-02-09 03:08:07,432 - mmaction - INFO - Epoch [101][620/940] lr: 4.000e-02, eta: 2 days, 5:23:15, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.4994, top5_acc: 0.7367, loss_cls: 2.1754, loss: 2.1754, grad_norm: 1.7851 2022-02-09 03:08:30,940 - mmaction - INFO - Epoch [101][640/940] lr: 4.000e-02, eta: 2 days, 5:22:45, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.4994, top5_acc: 0.7324, loss_cls: 2.1882, loss: 2.1882, grad_norm: 1.7708 2022-02-09 03:08:54,408 - mmaction - INFO - Epoch [101][660/940] lr: 4.000e-02, eta: 2 days, 5:22:14, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.4971, top5_acc: 0.7396, loss_cls: 2.1835, loss: 2.1835, grad_norm: 1.7797 2022-02-09 03:09:17,986 - mmaction - INFO - Epoch [101][680/940] lr: 4.000e-02, eta: 2 days, 5:21:43, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.4900, top5_acc: 0.7293, loss_cls: 2.2257, loss: 2.2257, grad_norm: 1.8575 2022-02-09 03:09:41,605 - mmaction - INFO - Epoch [101][700/940] lr: 4.000e-02, eta: 2 days, 5:21:13, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.4939, top5_acc: 0.7367, loss_cls: 2.1906, loss: 2.1906, grad_norm: 1.7972 2022-02-09 03:10:05,304 - mmaction - INFO - Epoch [101][720/940] lr: 4.000e-02, eta: 2 days, 5:20:43, time: 1.185, data_time: 0.056, memory: 9497, top1_acc: 0.4891, top5_acc: 0.7279, loss_cls: 2.2403, loss: 2.2403, grad_norm: 1.7997 2022-02-09 03:10:28,796 - mmaction - INFO - Epoch [101][740/940] lr: 4.000e-02, eta: 2 days, 5:20:12, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.4885, top5_acc: 0.7318, loss_cls: 2.2026, loss: 2.2026, grad_norm: 1.8093 2022-02-09 03:10:52,305 - mmaction - INFO - Epoch [101][760/940] lr: 4.000e-02, eta: 2 days, 5:19:41, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.4885, top5_acc: 0.7305, loss_cls: 2.2276, loss: 2.2276, grad_norm: 1.8030 2022-02-09 03:11:15,823 - mmaction - INFO - Epoch [101][780/940] lr: 4.000e-02, eta: 2 days, 5:19:11, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.4797, top5_acc: 0.7244, loss_cls: 2.2381, loss: 2.2381, grad_norm: 1.7881 2022-02-09 03:11:39,428 - mmaction - INFO - Epoch [101][800/940] lr: 4.000e-02, eta: 2 days, 5:18:40, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.4920, top5_acc: 0.7252, loss_cls: 2.2439, loss: 2.2439, grad_norm: 1.8216 2022-02-09 03:12:02,951 - mmaction - INFO - Epoch [101][820/940] lr: 4.000e-02, eta: 2 days, 5:18:09, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.5008, top5_acc: 0.7426, loss_cls: 2.1688, loss: 2.1688, grad_norm: 1.8053 2022-02-09 03:12:26,462 - mmaction - INFO - Epoch [101][840/940] lr: 4.000e-02, eta: 2 days, 5:17:39, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.4941, top5_acc: 0.7324, loss_cls: 2.2140, loss: 2.2140, grad_norm: 1.7933 2022-02-09 03:12:49,972 - mmaction - INFO - Epoch [101][860/940] lr: 4.000e-02, eta: 2 days, 5:17:08, time: 1.176, data_time: 0.048, memory: 9497, top1_acc: 0.4920, top5_acc: 0.7225, loss_cls: 2.2410, loss: 2.2410, grad_norm: 1.7638 2022-02-09 03:13:13,502 - mmaction - INFO - Epoch [101][880/940] lr: 4.000e-02, eta: 2 days, 5:16:38, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.4869, top5_acc: 0.7219, loss_cls: 2.2491, loss: 2.2491, grad_norm: 1.8221 2022-02-09 03:13:37,122 - mmaction - INFO - Epoch [101][900/940] lr: 4.000e-02, eta: 2 days, 5:16:07, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.4934, top5_acc: 0.7406, loss_cls: 2.1836, loss: 2.1836, grad_norm: 1.8014 2022-02-09 03:14:00,674 - mmaction - INFO - Epoch [101][920/940] lr: 4.000e-02, eta: 2 days, 5:15:37, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.4930, top5_acc: 0.7227, loss_cls: 2.2301, loss: 2.2301, grad_norm: 1.8174 2022-02-09 03:14:23,054 - mmaction - INFO - Epoch [101][940/940] lr: 4.000e-02, eta: 2 days, 5:15:04, time: 1.119, data_time: 0.060, memory: 9497, top1_acc: 0.4728, top5_acc: 0.7181, loss_cls: 2.2738, loss: 2.2738, grad_norm: 1.8723 2022-02-09 03:17:46,449 - mmaction - INFO - Epoch [102][20/940] lr: 4.000e-02, eta: 2 days, 5:18:57, time: 9.757, data_time: 7.909, memory: 9497, top1_acc: 0.4979, top5_acc: 0.7332, loss_cls: 2.2138, loss: 2.2138, grad_norm: 1.7919 2022-02-09 03:18:09,473 - mmaction - INFO - Epoch [102][40/940] lr: 4.000e-02, eta: 2 days, 5:18:26, time: 1.154, data_time: 0.044, memory: 9497, top1_acc: 0.4994, top5_acc: 0.7354, loss_cls: 2.1862, loss: 2.1862, grad_norm: 1.8226 2022-02-09 03:18:32,449 - mmaction - INFO - Epoch [102][60/940] lr: 4.000e-02, eta: 2 days, 5:17:54, time: 1.148, data_time: 0.041, memory: 9497, top1_acc: 0.4943, top5_acc: 0.7383, loss_cls: 2.1854, loss: 2.1854, grad_norm: 1.8251 2022-02-09 03:18:55,536 - mmaction - INFO - Epoch [102][80/940] lr: 4.000e-02, eta: 2 days, 5:17:23, time: 1.154, data_time: 0.045, memory: 9497, top1_acc: 0.4938, top5_acc: 0.7389, loss_cls: 2.1539, loss: 2.1539, grad_norm: 1.8194 2022-02-09 03:19:18,765 - mmaction - INFO - Epoch [102][100/940] lr: 4.000e-02, eta: 2 days, 5:16:52, time: 1.162, data_time: 0.048, memory: 9497, top1_acc: 0.4906, top5_acc: 0.7355, loss_cls: 2.2119, loss: 2.2119, grad_norm: 1.8543 2022-02-09 03:19:42,008 - mmaction - INFO - Epoch [102][120/940] lr: 4.000e-02, eta: 2 days, 5:16:20, time: 1.161, data_time: 0.046, memory: 9497, top1_acc: 0.4980, top5_acc: 0.7287, loss_cls: 2.2010, loss: 2.2010, grad_norm: 1.8104 2022-02-09 03:20:05,198 - mmaction - INFO - Epoch [102][140/940] lr: 4.000e-02, eta: 2 days, 5:15:49, time: 1.159, data_time: 0.042, memory: 9497, top1_acc: 0.4883, top5_acc: 0.7318, loss_cls: 2.2255, loss: 2.2255, grad_norm: 1.8163 2022-02-09 03:20:28,520 - mmaction - INFO - Epoch [102][160/940] lr: 4.000e-02, eta: 2 days, 5:15:18, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.5076, top5_acc: 0.7441, loss_cls: 2.1330, loss: 2.1330, grad_norm: 1.8102 2022-02-09 03:20:51,914 - mmaction - INFO - Epoch [102][180/940] lr: 4.000e-02, eta: 2 days, 5:14:47, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.5006, top5_acc: 0.7340, loss_cls: 2.1766, loss: 2.1766, grad_norm: 1.8113 2022-02-09 03:21:15,226 - mmaction - INFO - Epoch [102][200/940] lr: 4.000e-02, eta: 2 days, 5:14:16, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.4934, top5_acc: 0.7301, loss_cls: 2.2137, loss: 2.2137, grad_norm: 1.8365 2022-02-09 03:21:38,621 - mmaction - INFO - Epoch [102][220/940] lr: 4.000e-02, eta: 2 days, 5:13:46, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.4945, top5_acc: 0.7301, loss_cls: 2.2074, loss: 2.2074, grad_norm: 1.8487 2022-02-09 03:22:02,019 - mmaction - INFO - Epoch [102][240/940] lr: 4.000e-02, eta: 2 days, 5:13:15, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.4889, top5_acc: 0.7305, loss_cls: 2.2035, loss: 2.2035, grad_norm: 1.8360 2022-02-09 03:22:25,510 - mmaction - INFO - Epoch [102][260/940] lr: 4.000e-02, eta: 2 days, 5:12:44, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.4910, top5_acc: 0.7336, loss_cls: 2.2261, loss: 2.2261, grad_norm: 1.8598 2022-02-09 03:22:48,897 - mmaction - INFO - Epoch [102][280/940] lr: 4.000e-02, eta: 2 days, 5:12:13, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.4918, top5_acc: 0.7395, loss_cls: 2.1842, loss: 2.1842, grad_norm: 1.8337 2022-02-09 03:23:12,340 - mmaction - INFO - Epoch [102][300/940] lr: 4.000e-02, eta: 2 days, 5:11:42, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.4850, top5_acc: 0.7326, loss_cls: 2.2330, loss: 2.2330, grad_norm: 1.8772 2022-02-09 03:23:35,673 - mmaction - INFO - Epoch [102][320/940] lr: 4.000e-02, eta: 2 days, 5:11:11, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.5010, top5_acc: 0.7332, loss_cls: 2.1990, loss: 2.1990, grad_norm: 1.8260 2022-02-09 03:23:59,096 - mmaction - INFO - Epoch [102][340/940] lr: 4.000e-02, eta: 2 days, 5:10:41, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.4957, top5_acc: 0.7303, loss_cls: 2.1997, loss: 2.1997, grad_norm: 1.8177 2022-02-09 03:24:22,607 - mmaction - INFO - Epoch [102][360/940] lr: 4.000e-02, eta: 2 days, 5:10:10, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1364, loss: 2.1364, grad_norm: 1.7956 2022-02-09 03:24:46,144 - mmaction - INFO - Epoch [102][380/940] lr: 4.000e-02, eta: 2 days, 5:09:39, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5057, top5_acc: 0.7465, loss_cls: 2.1503, loss: 2.1503, grad_norm: 1.8404 2022-02-09 03:25:09,785 - mmaction - INFO - Epoch [102][400/940] lr: 4.000e-02, eta: 2 days, 5:09:09, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1991, loss: 2.1991, grad_norm: 1.8388 2022-02-09 03:25:33,331 - mmaction - INFO - Epoch [102][420/940] lr: 4.000e-02, eta: 2 days, 5:08:38, time: 1.177, data_time: 0.047, memory: 9497, top1_acc: 0.4943, top5_acc: 0.7252, loss_cls: 2.2517, loss: 2.2517, grad_norm: 1.8398 2022-02-09 03:25:56,871 - mmaction - INFO - Epoch [102][440/940] lr: 4.000e-02, eta: 2 days, 5:08:08, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.4957, top5_acc: 0.7252, loss_cls: 2.2067, loss: 2.2067, grad_norm: 1.8456 2022-02-09 03:26:20,307 - mmaction - INFO - Epoch [102][460/940] lr: 4.000e-02, eta: 2 days, 5:07:37, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.5010, top5_acc: 0.7434, loss_cls: 2.1458, loss: 2.1458, grad_norm: 1.8655 2022-02-09 03:26:43,743 - mmaction - INFO - Epoch [102][480/940] lr: 4.000e-02, eta: 2 days, 5:07:06, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.4902, top5_acc: 0.7318, loss_cls: 2.2159, loss: 2.2159, grad_norm: 1.8857 2022-02-09 03:27:07,282 - mmaction - INFO - Epoch [102][500/940] lr: 4.000e-02, eta: 2 days, 5:06:36, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.4926, top5_acc: 0.7340, loss_cls: 2.1854, loss: 2.1854, grad_norm: 1.8791 2022-02-09 03:27:30,753 - mmaction - INFO - Epoch [102][520/940] lr: 4.000e-02, eta: 2 days, 5:06:05, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.4869, top5_acc: 0.7238, loss_cls: 2.2206, loss: 2.2206, grad_norm: 1.8264 2022-02-09 03:27:54,332 - mmaction - INFO - Epoch [102][540/940] lr: 4.000e-02, eta: 2 days, 5:05:34, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.4881, top5_acc: 0.7266, loss_cls: 2.2263, loss: 2.2263, grad_norm: 1.8283 2022-02-09 03:28:18,012 - mmaction - INFO - Epoch [102][560/940] lr: 4.000e-02, eta: 2 days, 5:05:04, time: 1.184, data_time: 0.053, memory: 9497, top1_acc: 0.4932, top5_acc: 0.7342, loss_cls: 2.1915, loss: 2.1915, grad_norm: 1.8085 2022-02-09 03:28:41,511 - mmaction - INFO - Epoch [102][580/940] lr: 4.000e-02, eta: 2 days, 5:04:33, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.4900, top5_acc: 0.7287, loss_cls: 2.2055, loss: 2.2055, grad_norm: 1.8383 2022-02-09 03:29:04,985 - mmaction - INFO - Epoch [102][600/940] lr: 4.000e-02, eta: 2 days, 5:04:03, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.4852, top5_acc: 0.7201, loss_cls: 2.2731, loss: 2.2731, grad_norm: 1.8632 2022-02-09 03:29:28,547 - mmaction - INFO - Epoch [102][620/940] lr: 4.000e-02, eta: 2 days, 5:03:32, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7459, loss_cls: 2.1484, loss: 2.1484, grad_norm: 1.8245 2022-02-09 03:29:52,063 - mmaction - INFO - Epoch [102][640/940] lr: 4.000e-02, eta: 2 days, 5:03:02, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.4939, top5_acc: 0.7289, loss_cls: 2.2460, loss: 2.2460, grad_norm: 1.8788 2022-02-09 03:30:16,031 - mmaction - INFO - Epoch [102][660/940] lr: 4.000e-02, eta: 2 days, 5:02:32, time: 1.199, data_time: 0.057, memory: 9497, top1_acc: 0.5049, top5_acc: 0.7322, loss_cls: 2.1972, loss: 2.1972, grad_norm: 1.8657 2022-02-09 03:30:39,498 - mmaction - INFO - Epoch [102][680/940] lr: 4.000e-02, eta: 2 days, 5:02:01, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.4973, top5_acc: 0.7369, loss_cls: 2.1613, loss: 2.1613, grad_norm: 1.8553 2022-02-09 03:31:02,894 - mmaction - INFO - Epoch [102][700/940] lr: 4.000e-02, eta: 2 days, 5:01:30, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.4891, top5_acc: 0.7299, loss_cls: 2.2384, loss: 2.2384, grad_norm: 1.8796 2022-02-09 03:31:26,372 - mmaction - INFO - Epoch [102][720/940] lr: 4.000e-02, eta: 2 days, 5:01:00, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.4945, top5_acc: 0.7309, loss_cls: 2.2002, loss: 2.2002, grad_norm: 1.8285 2022-02-09 03:31:49,953 - mmaction - INFO - Epoch [102][740/940] lr: 4.000e-02, eta: 2 days, 5:00:29, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.4980, top5_acc: 0.7387, loss_cls: 2.1776, loss: 2.1776, grad_norm: 1.8649 2022-02-09 03:32:13,360 - mmaction - INFO - Epoch [102][760/940] lr: 4.000e-02, eta: 2 days, 4:59:58, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.5010, top5_acc: 0.7244, loss_cls: 2.2163, loss: 2.2163, grad_norm: 1.8744 2022-02-09 03:32:36,874 - mmaction - INFO - Epoch [102][780/940] lr: 4.000e-02, eta: 2 days, 4:59:28, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.4912, top5_acc: 0.7271, loss_cls: 2.2357, loss: 2.2357, grad_norm: 1.9031 2022-02-09 03:33:00,309 - mmaction - INFO - Epoch [102][800/940] lr: 4.000e-02, eta: 2 days, 4:58:57, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.4900, top5_acc: 0.7285, loss_cls: 2.2314, loss: 2.2314, grad_norm: 1.8876 2022-02-09 03:33:23,851 - mmaction - INFO - Epoch [102][820/940] lr: 4.000e-02, eta: 2 days, 4:58:26, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.4928, top5_acc: 0.7275, loss_cls: 2.2143, loss: 2.2143, grad_norm: 1.8607 2022-02-09 03:33:47,439 - mmaction - INFO - Epoch [102][840/940] lr: 4.000e-02, eta: 2 days, 4:57:56, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.5006, top5_acc: 0.7307, loss_cls: 2.2035, loss: 2.2035, grad_norm: 1.8849 2022-02-09 03:34:10,933 - mmaction - INFO - Epoch [102][860/940] lr: 4.000e-02, eta: 2 days, 4:57:25, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.4857, top5_acc: 0.7266, loss_cls: 2.2391, loss: 2.2391, grad_norm: 1.9130 2022-02-09 03:34:34,486 - mmaction - INFO - Epoch [102][880/940] lr: 4.000e-02, eta: 2 days, 4:56:55, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.4928, top5_acc: 0.7344, loss_cls: 2.2147, loss: 2.2147, grad_norm: 1.9013 2022-02-09 03:34:57,938 - mmaction - INFO - Epoch [102][900/940] lr: 4.000e-02, eta: 2 days, 4:56:24, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.4994, top5_acc: 0.7314, loss_cls: 2.1728, loss: 2.1728, grad_norm: 1.8612 2022-02-09 03:35:21,436 - mmaction - INFO - Epoch [102][920/940] lr: 4.000e-02, eta: 2 days, 4:55:54, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.4891, top5_acc: 0.7301, loss_cls: 2.2145, loss: 2.2145, grad_norm: 1.9036 2022-02-09 03:35:43,670 - mmaction - INFO - Epoch [102][940/940] lr: 4.000e-02, eta: 2 days, 4:55:21, time: 1.112, data_time: 0.053, memory: 9497, top1_acc: 0.4941, top5_acc: 0.7313, loss_cls: 2.2100, loss: 2.2100, grad_norm: 1.8913 2022-02-09 03:38:28,625 - mmaction - INFO - Epoch [103][20/940] lr: 4.000e-02, eta: 2 days, 4:58:18, time: 8.041, data_time: 6.052, memory: 9497, top1_acc: 0.4975, top5_acc: 0.7318, loss_cls: 2.1984, loss: 2.1984, grad_norm: 1.8531 2022-02-09 03:38:51,609 - mmaction - INFO - Epoch [103][40/940] lr: 4.000e-02, eta: 2 days, 4:57:46, time: 1.149, data_time: 0.048, memory: 9497, top1_acc: 0.5045, top5_acc: 0.7422, loss_cls: 2.1462, loss: 2.1462, grad_norm: 1.8772 2022-02-09 03:39:14,824 - mmaction - INFO - Epoch [103][60/940] lr: 4.000e-02, eta: 2 days, 4:57:15, time: 1.160, data_time: 0.041, memory: 9497, top1_acc: 0.4949, top5_acc: 0.7363, loss_cls: 2.1929, loss: 2.1929, grad_norm: 1.9122 2022-02-09 03:39:38,024 - mmaction - INFO - Epoch [103][80/940] lr: 4.000e-02, eta: 2 days, 4:56:44, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.5127, top5_acc: 0.7490, loss_cls: 2.0734, loss: 2.0734, grad_norm: 1.8730 2022-02-09 03:40:01,316 - mmaction - INFO - Epoch [103][100/940] lr: 4.000e-02, eta: 2 days, 4:56:13, time: 1.164, data_time: 0.052, memory: 9497, top1_acc: 0.4949, top5_acc: 0.7322, loss_cls: 2.1697, loss: 2.1697, grad_norm: 1.9026 2022-02-09 03:40:24,568 - mmaction - INFO - Epoch [103][120/940] lr: 4.000e-02, eta: 2 days, 4:55:42, time: 1.163, data_time: 0.050, memory: 9497, top1_acc: 0.4957, top5_acc: 0.7346, loss_cls: 2.1928, loss: 2.1928, grad_norm: 1.8954 2022-02-09 03:40:47,967 - mmaction - INFO - Epoch [103][140/940] lr: 4.000e-02, eta: 2 days, 4:55:11, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.4969, top5_acc: 0.7387, loss_cls: 2.1641, loss: 2.1641, grad_norm: 1.9265 2022-02-09 03:41:11,368 - mmaction - INFO - Epoch [103][160/940] lr: 4.000e-02, eta: 2 days, 4:54:41, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.5006, top5_acc: 0.7369, loss_cls: 2.1601, loss: 2.1601, grad_norm: 1.8741 2022-02-09 03:41:34,757 - mmaction - INFO - Epoch [103][180/940] lr: 4.000e-02, eta: 2 days, 4:54:10, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.4988, top5_acc: 0.7361, loss_cls: 2.1951, loss: 2.1951, grad_norm: 1.9092 2022-02-09 03:41:58,140 - mmaction - INFO - Epoch [103][200/940] lr: 4.000e-02, eta: 2 days, 4:53:39, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.4928, top5_acc: 0.7318, loss_cls: 2.2193, loss: 2.2193, grad_norm: 1.9000 2022-02-09 03:42:21,541 - mmaction - INFO - Epoch [103][220/940] lr: 4.000e-02, eta: 2 days, 4:53:08, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.4967, top5_acc: 0.7297, loss_cls: 2.2032, loss: 2.2032, grad_norm: 1.8858 2022-02-09 03:42:44,894 - mmaction - INFO - Epoch [103][240/940] lr: 4.000e-02, eta: 2 days, 4:52:37, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.4877, top5_acc: 0.7291, loss_cls: 2.2148, loss: 2.2148, grad_norm: 1.9521 2022-02-09 03:43:08,409 - mmaction - INFO - Epoch [103][260/940] lr: 4.000e-02, eta: 2 days, 4:52:07, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.4982, top5_acc: 0.7295, loss_cls: 2.2135, loss: 2.2135, grad_norm: 1.8549 2022-02-09 03:43:31,823 - mmaction - INFO - Epoch [103][280/940] lr: 4.000e-02, eta: 2 days, 4:51:36, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.4932, top5_acc: 0.7361, loss_cls: 2.1857, loss: 2.1857, grad_norm: 1.8746 2022-02-09 03:43:55,276 - mmaction - INFO - Epoch [103][300/940] lr: 4.000e-02, eta: 2 days, 4:51:05, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.4916, top5_acc: 0.7344, loss_cls: 2.2105, loss: 2.2105, grad_norm: 1.9292 2022-02-09 03:44:18,641 - mmaction - INFO - Epoch [103][320/940] lr: 4.000e-02, eta: 2 days, 4:50:35, time: 1.168, data_time: 0.058, memory: 9497, top1_acc: 0.5010, top5_acc: 0.7369, loss_cls: 2.1533, loss: 2.1533, grad_norm: 1.8972 2022-02-09 03:44:41,975 - mmaction - INFO - Epoch [103][340/940] lr: 4.000e-02, eta: 2 days, 4:50:04, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.4994, top5_acc: 0.7314, loss_cls: 2.2060, loss: 2.2060, grad_norm: 1.9134 2022-02-09 03:45:05,476 - mmaction - INFO - Epoch [103][360/940] lr: 4.000e-02, eta: 2 days, 4:49:33, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5109, top5_acc: 0.7404, loss_cls: 2.1520, loss: 2.1520, grad_norm: 1.8729 2022-02-09 03:45:28,997 - mmaction - INFO - Epoch [103][380/940] lr: 4.000e-02, eta: 2 days, 4:49:03, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5047, top5_acc: 0.7389, loss_cls: 2.1686, loss: 2.1686, grad_norm: 1.9116 2022-02-09 03:45:52,556 - mmaction - INFO - Epoch [103][400/940] lr: 4.000e-02, eta: 2 days, 4:48:32, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.5018, top5_acc: 0.7324, loss_cls: 2.1767, loss: 2.1767, grad_norm: 1.9052 2022-02-09 03:46:16,096 - mmaction - INFO - Epoch [103][420/940] lr: 4.000e-02, eta: 2 days, 4:48:02, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.4957, top5_acc: 0.7260, loss_cls: 2.2184, loss: 2.2184, grad_norm: 1.9343 2022-02-09 03:46:39,544 - mmaction - INFO - Epoch [103][440/940] lr: 4.000e-02, eta: 2 days, 4:47:31, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.4943, top5_acc: 0.7305, loss_cls: 2.1859, loss: 2.1859, grad_norm: 1.9243 2022-02-09 03:47:02,991 - mmaction - INFO - Epoch [103][460/940] lr: 4.000e-02, eta: 2 days, 4:47:00, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.4902, top5_acc: 0.7350, loss_cls: 2.1986, loss: 2.1986, grad_norm: 1.9577 2022-02-09 03:47:26,477 - mmaction - INFO - Epoch [103][480/940] lr: 4.000e-02, eta: 2 days, 4:46:30, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5004, top5_acc: 0.7324, loss_cls: 2.1658, loss: 2.1658, grad_norm: 1.9073 2022-02-09 03:47:49,917 - mmaction - INFO - Epoch [103][500/940] lr: 4.000e-02, eta: 2 days, 4:45:59, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.1829, loss: 2.1829, grad_norm: 1.9161 2022-02-09 03:48:13,365 - mmaction - INFO - Epoch [103][520/940] lr: 4.000e-02, eta: 2 days, 4:45:28, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.4969, top5_acc: 0.7307, loss_cls: 2.1763, loss: 2.1763, grad_norm: 1.9105 2022-02-09 03:48:37,128 - mmaction - INFO - Epoch [103][540/940] lr: 4.000e-02, eta: 2 days, 4:44:58, time: 1.189, data_time: 0.057, memory: 9497, top1_acc: 0.4963, top5_acc: 0.7318, loss_cls: 2.2171, loss: 2.2171, grad_norm: 1.9206 2022-02-09 03:49:00,734 - mmaction - INFO - Epoch [103][560/940] lr: 4.000e-02, eta: 2 days, 4:44:28, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.5018, top5_acc: 0.7369, loss_cls: 2.1776, loss: 2.1776, grad_norm: 1.9221 2022-02-09 03:49:24,278 - mmaction - INFO - Epoch [103][580/940] lr: 4.000e-02, eta: 2 days, 4:43:57, time: 1.178, data_time: 0.063, memory: 9497, top1_acc: 0.4959, top5_acc: 0.7291, loss_cls: 2.1957, loss: 2.1957, grad_norm: 1.9232 2022-02-09 03:49:47,812 - mmaction - INFO - Epoch [103][600/940] lr: 4.000e-02, eta: 2 days, 4:43:27, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.5064, top5_acc: 0.7389, loss_cls: 2.1552, loss: 2.1552, grad_norm: 1.9210 2022-02-09 03:50:11,302 - mmaction - INFO - Epoch [103][620/940] lr: 4.000e-02, eta: 2 days, 4:42:56, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.4900, top5_acc: 0.7322, loss_cls: 2.2083, loss: 2.2083, grad_norm: 1.9526 2022-02-09 03:50:34,754 - mmaction - INFO - Epoch [103][640/940] lr: 4.000e-02, eta: 2 days, 4:42:25, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.4900, top5_acc: 0.7303, loss_cls: 2.1989, loss: 2.1989, grad_norm: 1.9441 2022-02-09 03:50:58,244 - mmaction - INFO - Epoch [103][660/940] lr: 4.000e-02, eta: 2 days, 4:41:55, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.4814, top5_acc: 0.7223, loss_cls: 2.2658, loss: 2.2658, grad_norm: 1.9402 2022-02-09 03:51:21,769 - mmaction - INFO - Epoch [103][680/940] lr: 4.000e-02, eta: 2 days, 4:41:24, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.4896, top5_acc: 0.7348, loss_cls: 2.1979, loss: 2.1979, grad_norm: 1.9272 2022-02-09 03:51:45,245 - mmaction - INFO - Epoch [103][700/940] lr: 4.000e-02, eta: 2 days, 4:40:54, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.4732, top5_acc: 0.7234, loss_cls: 2.2690, loss: 2.2690, grad_norm: 1.9485 2022-02-09 03:52:08,613 - mmaction - INFO - Epoch [103][720/940] lr: 4.000e-02, eta: 2 days, 4:40:23, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.4820, top5_acc: 0.7309, loss_cls: 2.2292, loss: 2.2292, grad_norm: 1.9276 2022-02-09 03:52:32,002 - mmaction - INFO - Epoch [103][740/940] lr: 4.000e-02, eta: 2 days, 4:39:52, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.4893, top5_acc: 0.7338, loss_cls: 2.1842, loss: 2.1842, grad_norm: 1.8969 2022-02-09 03:52:55,434 - mmaction - INFO - Epoch [103][760/940] lr: 4.000e-02, eta: 2 days, 4:39:22, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.4930, top5_acc: 0.7303, loss_cls: 2.2182, loss: 2.2182, grad_norm: 1.9290 2022-02-09 03:53:18,975 - mmaction - INFO - Epoch [103][780/940] lr: 4.000e-02, eta: 2 days, 4:38:51, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.4934, top5_acc: 0.7295, loss_cls: 2.2170, loss: 2.2170, grad_norm: 1.9539 2022-02-09 03:53:42,606 - mmaction - INFO - Epoch [103][800/940] lr: 4.000e-02, eta: 2 days, 4:38:21, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.4869, top5_acc: 0.7256, loss_cls: 2.2258, loss: 2.2258, grad_norm: 1.9145 2022-02-09 03:54:06,174 - mmaction - INFO - Epoch [103][820/940] lr: 4.000e-02, eta: 2 days, 4:37:50, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1705, loss: 2.1705, grad_norm: 1.8896 2022-02-09 03:54:29,662 - mmaction - INFO - Epoch [103][840/940] lr: 4.000e-02, eta: 2 days, 4:37:20, time: 1.175, data_time: 0.064, memory: 9497, top1_acc: 0.4912, top5_acc: 0.7303, loss_cls: 2.1997, loss: 2.1997, grad_norm: 1.9255 2022-02-09 03:54:53,199 - mmaction - INFO - Epoch [103][860/940] lr: 4.000e-02, eta: 2 days, 4:36:49, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2246, loss: 2.2246, grad_norm: 1.9716 2022-02-09 03:55:16,812 - mmaction - INFO - Epoch [103][880/940] lr: 4.000e-02, eta: 2 days, 4:36:19, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7324, loss_cls: 2.1555, loss: 2.1555, grad_norm: 1.9438 2022-02-09 03:55:40,241 - mmaction - INFO - Epoch [103][900/940] lr: 4.000e-02, eta: 2 days, 4:35:48, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5070, top5_acc: 0.7373, loss_cls: 2.1781, loss: 2.1781, grad_norm: 1.9633 2022-02-09 03:56:03,819 - mmaction - INFO - Epoch [103][920/940] lr: 4.000e-02, eta: 2 days, 4:35:18, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.4961, top5_acc: 0.7406, loss_cls: 2.1514, loss: 2.1514, grad_norm: 1.9316 2022-02-09 03:56:26,214 - mmaction - INFO - Epoch [103][940/940] lr: 4.000e-02, eta: 2 days, 4:34:46, time: 1.119, data_time: 0.052, memory: 9497, top1_acc: 0.4919, top5_acc: 0.7240, loss_cls: 2.2513, loss: 2.2513, grad_norm: 1.9796 2022-02-09 03:58:47,302 - mmaction - INFO - Epoch [104][20/940] lr: 4.000e-02, eta: 2 days, 4:37:06, time: 6.938, data_time: 5.650, memory: 9497, top1_acc: 0.5012, top5_acc: 0.7410, loss_cls: 2.1613, loss: 2.1613, grad_norm: 1.9379 2022-02-09 03:59:10,302 - mmaction - INFO - Epoch [104][40/940] lr: 4.000e-02, eta: 2 days, 4:36:35, time: 1.150, data_time: 0.045, memory: 9497, top1_acc: 0.5012, top5_acc: 0.7340, loss_cls: 2.1961, loss: 2.1961, grad_norm: 1.9456 2022-02-09 03:59:33,450 - mmaction - INFO - Epoch [104][60/940] lr: 4.000e-02, eta: 2 days, 4:36:04, time: 1.157, data_time: 0.040, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7430, loss_cls: 2.1379, loss: 2.1379, grad_norm: 1.9420 2022-02-09 03:59:56,670 - mmaction - INFO - Epoch [104][80/940] lr: 4.000e-02, eta: 2 days, 4:35:33, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.5100, top5_acc: 0.7488, loss_cls: 2.0907, loss: 2.0907, grad_norm: 1.9329 2022-02-09 04:00:21,458 - mmaction - INFO - Epoch [104][100/940] lr: 4.000e-02, eta: 2 days, 4:35:04, time: 1.238, data_time: 0.081, memory: 9497, top1_acc: 0.4826, top5_acc: 0.7293, loss_cls: 2.2226, loss: 2.2226, grad_norm: 1.9787 2022-02-09 04:00:44,871 - mmaction - INFO - Epoch [104][120/940] lr: 4.000e-02, eta: 2 days, 4:34:34, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5047, top5_acc: 0.7449, loss_cls: 2.1658, loss: 2.1658, grad_norm: 1.9237 2022-02-09 04:01:08,326 - mmaction - INFO - Epoch [104][140/940] lr: 4.000e-02, eta: 2 days, 4:34:03, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.4951, top5_acc: 0.7270, loss_cls: 2.2054, loss: 2.2054, grad_norm: 1.9111 2022-02-09 04:01:31,748 - mmaction - INFO - Epoch [104][160/940] lr: 4.000e-02, eta: 2 days, 4:33:32, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5127, top5_acc: 0.7410, loss_cls: 2.1628, loss: 2.1628, grad_norm: 1.9044 2022-02-09 04:01:55,189 - mmaction - INFO - Epoch [104][180/940] lr: 4.000e-02, eta: 2 days, 4:33:02, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7367, loss_cls: 2.1416, loss: 2.1416, grad_norm: 1.9567 2022-02-09 04:02:18,712 - mmaction - INFO - Epoch [104][200/940] lr: 4.000e-02, eta: 2 days, 4:32:31, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.4828, top5_acc: 0.7381, loss_cls: 2.2014, loss: 2.2014, grad_norm: 1.9741 2022-02-09 04:02:42,116 - mmaction - INFO - Epoch [104][220/940] lr: 4.000e-02, eta: 2 days, 4:32:01, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7396, loss_cls: 2.1757, loss: 2.1757, grad_norm: 1.9406 2022-02-09 04:03:05,499 - mmaction - INFO - Epoch [104][240/940] lr: 4.000e-02, eta: 2 days, 4:31:30, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.4973, top5_acc: 0.7346, loss_cls: 2.1849, loss: 2.1849, grad_norm: 1.9612 2022-02-09 04:03:28,877 - mmaction - INFO - Epoch [104][260/940] lr: 4.000e-02, eta: 2 days, 4:30:59, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.5004, top5_acc: 0.7428, loss_cls: 2.1642, loss: 2.1642, grad_norm: 1.9377 2022-02-09 04:03:52,347 - mmaction - INFO - Epoch [104][280/940] lr: 4.000e-02, eta: 2 days, 4:30:29, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.4934, top5_acc: 0.7359, loss_cls: 2.1971, loss: 2.1971, grad_norm: 1.9732 2022-02-09 04:04:15,739 - mmaction - INFO - Epoch [104][300/940] lr: 4.000e-02, eta: 2 days, 4:29:58, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.4967, top5_acc: 0.7408, loss_cls: 2.1750, loss: 2.1750, grad_norm: 1.9543 2022-02-09 04:04:39,213 - mmaction - INFO - Epoch [104][320/940] lr: 4.000e-02, eta: 2 days, 4:29:27, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.5021, top5_acc: 0.7381, loss_cls: 2.1698, loss: 2.1698, grad_norm: 1.9434 2022-02-09 04:05:02,773 - mmaction - INFO - Epoch [104][340/940] lr: 4.000e-02, eta: 2 days, 4:28:57, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.4941, top5_acc: 0.7346, loss_cls: 2.1747, loss: 2.1747, grad_norm: 1.9575 2022-02-09 04:05:26,337 - mmaction - INFO - Epoch [104][360/940] lr: 4.000e-02, eta: 2 days, 4:28:26, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.4969, top5_acc: 0.7287, loss_cls: 2.2108, loss: 2.2108, grad_norm: 1.9620 2022-02-09 04:05:49,797 - mmaction - INFO - Epoch [104][380/940] lr: 4.000e-02, eta: 2 days, 4:27:56, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.5049, top5_acc: 0.7428, loss_cls: 2.1407, loss: 2.1407, grad_norm: 1.9492 2022-02-09 04:06:13,280 - mmaction - INFO - Epoch [104][400/940] lr: 4.000e-02, eta: 2 days, 4:27:25, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.5152, top5_acc: 0.7406, loss_cls: 2.1478, loss: 2.1478, grad_norm: 1.9557 2022-02-09 04:06:36,800 - mmaction - INFO - Epoch [104][420/940] lr: 4.000e-02, eta: 2 days, 4:26:55, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.4898, top5_acc: 0.7379, loss_cls: 2.1772, loss: 2.1772, grad_norm: 1.9894 2022-02-09 04:07:00,293 - mmaction - INFO - Epoch [104][440/940] lr: 4.000e-02, eta: 2 days, 4:26:24, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.4988, top5_acc: 0.7338, loss_cls: 2.1909, loss: 2.1909, grad_norm: 1.9797 2022-02-09 04:07:23,799 - mmaction - INFO - Epoch [104][460/940] lr: 4.000e-02, eta: 2 days, 4:25:54, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.4799, top5_acc: 0.7279, loss_cls: 2.2535, loss: 2.2535, grad_norm: 1.9916 2022-02-09 04:07:47,378 - mmaction - INFO - Epoch [104][480/940] lr: 4.000e-02, eta: 2 days, 4:25:23, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.5072, top5_acc: 0.7396, loss_cls: 2.1487, loss: 2.1487, grad_norm: 1.9758 2022-02-09 04:08:10,876 - mmaction - INFO - Epoch [104][500/940] lr: 4.000e-02, eta: 2 days, 4:24:53, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.2049, loss: 2.2049, grad_norm: 1.9818 2022-02-09 04:08:34,330 - mmaction - INFO - Epoch [104][520/940] lr: 4.000e-02, eta: 2 days, 4:24:22, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.4904, top5_acc: 0.7359, loss_cls: 2.2008, loss: 2.2008, grad_norm: 1.9685 2022-02-09 04:08:57,844 - mmaction - INFO - Epoch [104][540/940] lr: 4.000e-02, eta: 2 days, 4:23:52, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5025, top5_acc: 0.7307, loss_cls: 2.1834, loss: 2.1834, grad_norm: 1.9624 2022-02-09 04:09:21,311 - mmaction - INFO - Epoch [104][560/940] lr: 4.000e-02, eta: 2 days, 4:23:21, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5004, top5_acc: 0.7301, loss_cls: 2.1947, loss: 2.1947, grad_norm: 1.9335 2022-02-09 04:09:44,775 - mmaction - INFO - Epoch [104][580/940] lr: 4.000e-02, eta: 2 days, 4:22:51, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5000, top5_acc: 0.7291, loss_cls: 2.2037, loss: 2.2037, grad_norm: 2.0179 2022-02-09 04:10:08,407 - mmaction - INFO - Epoch [104][600/940] lr: 4.000e-02, eta: 2 days, 4:22:21, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.5025, top5_acc: 0.7377, loss_cls: 2.1546, loss: 2.1546, grad_norm: 1.9721 2022-02-09 04:10:32,049 - mmaction - INFO - Epoch [104][620/940] lr: 4.000e-02, eta: 2 days, 4:21:50, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.5037, top5_acc: 0.7447, loss_cls: 2.1477, loss: 2.1477, grad_norm: 1.9707 2022-02-09 04:10:55,621 - mmaction - INFO - Epoch [104][640/940] lr: 4.000e-02, eta: 2 days, 4:21:20, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.4963, top5_acc: 0.7330, loss_cls: 2.1819, loss: 2.1819, grad_norm: 1.9993 2022-02-09 04:11:19,239 - mmaction - INFO - Epoch [104][660/940] lr: 4.000e-02, eta: 2 days, 4:20:50, time: 1.181, data_time: 0.049, memory: 9497, top1_acc: 0.4982, top5_acc: 0.7410, loss_cls: 2.1649, loss: 2.1649, grad_norm: 2.0052 2022-02-09 04:11:42,935 - mmaction - INFO - Epoch [104][680/940] lr: 4.000e-02, eta: 2 days, 4:20:19, time: 1.185, data_time: 0.053, memory: 9497, top1_acc: 0.4951, top5_acc: 0.7307, loss_cls: 2.1732, loss: 2.1732, grad_norm: 2.0516 2022-02-09 04:12:06,519 - mmaction - INFO - Epoch [104][700/940] lr: 4.000e-02, eta: 2 days, 4:19:49, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.4920, top5_acc: 0.7326, loss_cls: 2.1902, loss: 2.1902, grad_norm: 1.9776 2022-02-09 04:12:29,941 - mmaction - INFO - Epoch [104][720/940] lr: 4.000e-02, eta: 2 days, 4:19:18, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.4959, top5_acc: 0.7301, loss_cls: 2.1770, loss: 2.1770, grad_norm: 1.9506 2022-02-09 04:12:53,461 - mmaction - INFO - Epoch [104][740/940] lr: 4.000e-02, eta: 2 days, 4:18:48, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.4967, top5_acc: 0.7436, loss_cls: 2.1833, loss: 2.1833, grad_norm: 1.9853 2022-02-09 04:13:16,946 - mmaction - INFO - Epoch [104][760/940] lr: 4.000e-02, eta: 2 days, 4:18:17, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.4857, top5_acc: 0.7355, loss_cls: 2.2026, loss: 2.2026, grad_norm: 2.0011 2022-02-09 04:13:40,593 - mmaction - INFO - Epoch [104][780/940] lr: 4.000e-02, eta: 2 days, 4:17:47, time: 1.182, data_time: 0.050, memory: 9497, top1_acc: 0.4902, top5_acc: 0.7275, loss_cls: 2.2225, loss: 2.2225, grad_norm: 1.9579 2022-02-09 04:14:03,987 - mmaction - INFO - Epoch [104][800/940] lr: 4.000e-02, eta: 2 days, 4:17:17, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.4996, top5_acc: 0.7346, loss_cls: 2.1843, loss: 2.1843, grad_norm: 1.9894 2022-02-09 04:14:27,452 - mmaction - INFO - Epoch [104][820/940] lr: 4.000e-02, eta: 2 days, 4:16:46, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.4947, top5_acc: 0.7297, loss_cls: 2.2451, loss: 2.2451, grad_norm: 2.0032 2022-02-09 04:14:51,060 - mmaction - INFO - Epoch [104][840/940] lr: 4.000e-02, eta: 2 days, 4:16:16, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.4986, top5_acc: 0.7277, loss_cls: 2.1865, loss: 2.1865, grad_norm: 1.9562 2022-02-09 04:15:14,655 - mmaction - INFO - Epoch [104][860/940] lr: 4.000e-02, eta: 2 days, 4:15:46, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.4861, top5_acc: 0.7332, loss_cls: 2.2036, loss: 2.2036, grad_norm: 2.0435 2022-02-09 04:15:38,121 - mmaction - INFO - Epoch [104][880/940] lr: 4.000e-02, eta: 2 days, 4:15:15, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.1702, loss: 2.1702, grad_norm: 2.0231 2022-02-09 04:16:01,580 - mmaction - INFO - Epoch [104][900/940] lr: 4.000e-02, eta: 2 days, 4:14:44, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.5148, top5_acc: 0.7418, loss_cls: 2.1529, loss: 2.1529, grad_norm: 1.9870 2022-02-09 04:16:25,130 - mmaction - INFO - Epoch [104][920/940] lr: 4.000e-02, eta: 2 days, 4:14:14, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.4979, top5_acc: 0.7406, loss_cls: 2.1783, loss: 2.1783, grad_norm: 2.0193 2022-02-09 04:16:47,546 - mmaction - INFO - Epoch [104][940/940] lr: 4.000e-02, eta: 2 days, 4:13:42, time: 1.121, data_time: 0.059, memory: 9497, top1_acc: 0.4929, top5_acc: 0.7250, loss_cls: 2.2208, loss: 2.2208, grad_norm: 2.0084 2022-02-09 04:19:17,207 - mmaction - INFO - Epoch [105][20/940] lr: 4.000e-02, eta: 2 days, 4:16:13, time: 7.366, data_time: 5.786, memory: 9497, top1_acc: 0.4910, top5_acc: 0.7465, loss_cls: 2.1656, loss: 2.1656, grad_norm: 1.9988 2022-02-09 04:19:40,212 - mmaction - INFO - Epoch [105][40/940] lr: 4.000e-02, eta: 2 days, 4:15:41, time: 1.150, data_time: 0.044, memory: 9497, top1_acc: 0.4975, top5_acc: 0.7385, loss_cls: 2.1757, loss: 2.1757, grad_norm: 2.0140 2022-02-09 04:20:03,392 - mmaction - INFO - Epoch [105][60/940] lr: 4.000e-02, eta: 2 days, 4:15:10, time: 1.159, data_time: 0.040, memory: 9497, top1_acc: 0.5064, top5_acc: 0.7324, loss_cls: 2.1954, loss: 2.1954, grad_norm: 2.0060 2022-02-09 04:20:26,567 - mmaction - INFO - Epoch [105][80/940] lr: 4.000e-02, eta: 2 days, 4:14:39, time: 1.159, data_time: 0.043, memory: 9497, top1_acc: 0.5004, top5_acc: 0.7289, loss_cls: 2.1711, loss: 2.1711, grad_norm: 2.0096 2022-02-09 04:20:49,847 - mmaction - INFO - Epoch [105][100/940] lr: 4.000e-02, eta: 2 days, 4:14:09, time: 1.164, data_time: 0.044, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7359, loss_cls: 2.1925, loss: 2.1925, grad_norm: 2.0003 2022-02-09 04:21:13,111 - mmaction - INFO - Epoch [105][120/940] lr: 4.000e-02, eta: 2 days, 4:13:38, time: 1.163, data_time: 0.041, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7412, loss_cls: 2.1479, loss: 2.1479, grad_norm: 2.0118 2022-02-09 04:21:36,414 - mmaction - INFO - Epoch [105][140/940] lr: 4.000e-02, eta: 2 days, 4:13:07, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.5000, top5_acc: 0.7301, loss_cls: 2.1866, loss: 2.1866, grad_norm: 2.0474 2022-02-09 04:21:59,714 - mmaction - INFO - Epoch [105][160/940] lr: 4.000e-02, eta: 2 days, 4:12:36, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.5025, top5_acc: 0.7287, loss_cls: 2.2035, loss: 2.2035, grad_norm: 1.9964 2022-02-09 04:22:23,015 - mmaction - INFO - Epoch [105][180/940] lr: 4.000e-02, eta: 2 days, 4:12:05, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.4900, top5_acc: 0.7416, loss_cls: 2.1793, loss: 2.1793, grad_norm: 2.0071 2022-02-09 04:22:46,407 - mmaction - INFO - Epoch [105][200/940] lr: 4.000e-02, eta: 2 days, 4:11:35, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.5033, top5_acc: 0.7428, loss_cls: 2.1363, loss: 2.1363, grad_norm: 1.9868 2022-02-09 04:23:09,861 - mmaction - INFO - Epoch [105][220/940] lr: 4.000e-02, eta: 2 days, 4:11:04, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.4928, top5_acc: 0.7404, loss_cls: 2.1496, loss: 2.1496, grad_norm: 2.0259 2022-02-09 04:23:33,361 - mmaction - INFO - Epoch [105][240/940] lr: 4.000e-02, eta: 2 days, 4:10:34, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7443, loss_cls: 2.1432, loss: 2.1432, grad_norm: 1.9643 2022-02-09 04:23:56,751 - mmaction - INFO - Epoch [105][260/940] lr: 4.000e-02, eta: 2 days, 4:10:03, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.5043, top5_acc: 0.7490, loss_cls: 2.1359, loss: 2.1359, grad_norm: 2.0123 2022-02-09 04:24:20,200 - mmaction - INFO - Epoch [105][280/940] lr: 4.000e-02, eta: 2 days, 4:09:33, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5051, top5_acc: 0.7479, loss_cls: 2.1282, loss: 2.1282, grad_norm: 2.0181 2022-02-09 04:24:43,653 - mmaction - INFO - Epoch [105][300/940] lr: 4.000e-02, eta: 2 days, 4:09:02, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.5059, top5_acc: 0.7344, loss_cls: 2.1786, loss: 2.1786, grad_norm: 2.0132 2022-02-09 04:25:07,174 - mmaction - INFO - Epoch [105][320/940] lr: 4.000e-02, eta: 2 days, 4:08:32, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.4973, top5_acc: 0.7291, loss_cls: 2.2093, loss: 2.2093, grad_norm: 2.0137 2022-02-09 04:25:30,564 - mmaction - INFO - Epoch [105][340/940] lr: 4.000e-02, eta: 2 days, 4:08:01, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7406, loss_cls: 2.1355, loss: 2.1355, grad_norm: 1.9820 2022-02-09 04:25:53,919 - mmaction - INFO - Epoch [105][360/940] lr: 4.000e-02, eta: 2 days, 4:07:30, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.5039, top5_acc: 0.7436, loss_cls: 2.1561, loss: 2.1561, grad_norm: 2.0130 2022-02-09 04:26:17,437 - mmaction - INFO - Epoch [105][380/940] lr: 4.000e-02, eta: 2 days, 4:07:00, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5000, top5_acc: 0.7340, loss_cls: 2.1700, loss: 2.1700, grad_norm: 2.0085 2022-02-09 04:26:40,897 - mmaction - INFO - Epoch [105][400/940] lr: 4.000e-02, eta: 2 days, 4:06:30, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7395, loss_cls: 2.1516, loss: 2.1516, grad_norm: 2.0281 2022-02-09 04:27:04,290 - mmaction - INFO - Epoch [105][420/940] lr: 4.000e-02, eta: 2 days, 4:05:59, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.4994, top5_acc: 0.7369, loss_cls: 2.1939, loss: 2.1939, grad_norm: 2.0108 2022-02-09 04:27:27,714 - mmaction - INFO - Epoch [105][440/940] lr: 4.000e-02, eta: 2 days, 4:05:28, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1561, loss: 2.1561, grad_norm: 2.0262 2022-02-09 04:27:51,231 - mmaction - INFO - Epoch [105][460/940] lr: 4.000e-02, eta: 2 days, 4:04:58, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.4988, top5_acc: 0.7369, loss_cls: 2.1869, loss: 2.1869, grad_norm: 2.0203 2022-02-09 04:28:14,648 - mmaction - INFO - Epoch [105][480/940] lr: 4.000e-02, eta: 2 days, 4:04:27, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.4998, top5_acc: 0.7322, loss_cls: 2.1708, loss: 2.1708, grad_norm: 2.0095 2022-02-09 04:28:38,119 - mmaction - INFO - Epoch [105][500/940] lr: 4.000e-02, eta: 2 days, 4:03:57, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.4887, top5_acc: 0.7312, loss_cls: 2.2057, loss: 2.2057, grad_norm: 1.9963 2022-02-09 04:29:01,584 - mmaction - INFO - Epoch [105][520/940] lr: 4.000e-02, eta: 2 days, 4:03:26, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.4953, top5_acc: 0.7398, loss_cls: 2.1767, loss: 2.1767, grad_norm: 2.0042 2022-02-09 04:29:25,059 - mmaction - INFO - Epoch [105][540/940] lr: 4.000e-02, eta: 2 days, 4:02:56, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.4982, top5_acc: 0.7438, loss_cls: 2.1484, loss: 2.1484, grad_norm: 2.0334 2022-02-09 04:29:48,491 - mmaction - INFO - Epoch [105][560/940] lr: 4.000e-02, eta: 2 days, 4:02:26, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.1963, loss: 2.1963, grad_norm: 2.0583 2022-02-09 04:30:12,090 - mmaction - INFO - Epoch [105][580/940] lr: 4.000e-02, eta: 2 days, 4:01:55, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.4896, top5_acc: 0.7254, loss_cls: 2.2237, loss: 2.2237, grad_norm: 2.0031 2022-02-09 04:30:35,590 - mmaction - INFO - Epoch [105][600/940] lr: 4.000e-02, eta: 2 days, 4:01:25, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.5039, top5_acc: 0.7373, loss_cls: 2.1606, loss: 2.1606, grad_norm: 2.0403 2022-02-09 04:30:59,158 - mmaction - INFO - Epoch [105][620/940] lr: 4.000e-02, eta: 2 days, 4:00:54, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5012, top5_acc: 0.7357, loss_cls: 2.1616, loss: 2.1616, grad_norm: 2.0136 2022-02-09 04:31:22,622 - mmaction - INFO - Epoch [105][640/940] lr: 4.000e-02, eta: 2 days, 4:00:24, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.4965, top5_acc: 0.7322, loss_cls: 2.2001, loss: 2.2001, grad_norm: 2.0014 2022-02-09 04:31:46,089 - mmaction - INFO - Epoch [105][660/940] lr: 4.000e-02, eta: 2 days, 3:59:54, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.5039, top5_acc: 0.7273, loss_cls: 2.1988, loss: 2.1988, grad_norm: 2.0067 2022-02-09 04:32:09,569 - mmaction - INFO - Epoch [105][680/940] lr: 4.000e-02, eta: 2 days, 3:59:23, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.4938, top5_acc: 0.7357, loss_cls: 2.1898, loss: 2.1898, grad_norm: 2.0308 2022-02-09 04:32:33,012 - mmaction - INFO - Epoch [105][700/940] lr: 4.000e-02, eta: 2 days, 3:58:53, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.4963, top5_acc: 0.7330, loss_cls: 2.1917, loss: 2.1917, grad_norm: 2.0281 2022-02-09 04:32:56,476 - mmaction - INFO - Epoch [105][720/940] lr: 4.000e-02, eta: 2 days, 3:58:22, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.5008, top5_acc: 0.7336, loss_cls: 2.1853, loss: 2.1853, grad_norm: 2.0433 2022-02-09 04:33:20,021 - mmaction - INFO - Epoch [105][740/940] lr: 4.000e-02, eta: 2 days, 3:57:52, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5076, top5_acc: 0.7400, loss_cls: 2.1378, loss: 2.1378, grad_norm: 2.0346 2022-02-09 04:33:43,637 - mmaction - INFO - Epoch [105][760/940] lr: 4.000e-02, eta: 2 days, 3:57:22, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.4859, top5_acc: 0.7332, loss_cls: 2.2442, loss: 2.2442, grad_norm: 2.0657 2022-02-09 04:34:07,165 - mmaction - INFO - Epoch [105][780/940] lr: 4.000e-02, eta: 2 days, 3:56:51, time: 1.176, data_time: 0.065, memory: 9497, top1_acc: 0.4973, top5_acc: 0.7408, loss_cls: 2.1472, loss: 2.1472, grad_norm: 2.0326 2022-02-09 04:34:30,743 - mmaction - INFO - Epoch [105][800/940] lr: 4.000e-02, eta: 2 days, 3:56:21, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.4955, top5_acc: 0.7248, loss_cls: 2.2138, loss: 2.2138, grad_norm: 2.0293 2022-02-09 04:34:54,337 - mmaction - INFO - Epoch [105][820/940] lr: 4.000e-02, eta: 2 days, 3:55:51, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.4941, top5_acc: 0.7402, loss_cls: 2.1781, loss: 2.1781, grad_norm: 2.0731 2022-02-09 04:35:17,837 - mmaction - INFO - Epoch [105][840/940] lr: 4.000e-02, eta: 2 days, 3:55:20, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5016, top5_acc: 0.7387, loss_cls: 2.1776, loss: 2.1776, grad_norm: 2.0531 2022-02-09 04:35:41,456 - mmaction - INFO - Epoch [105][860/940] lr: 4.000e-02, eta: 2 days, 3:54:50, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.4916, top5_acc: 0.7328, loss_cls: 2.1976, loss: 2.1976, grad_norm: 2.0297 2022-02-09 04:36:05,085 - mmaction - INFO - Epoch [105][880/940] lr: 4.000e-02, eta: 2 days, 3:54:20, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.5041, top5_acc: 0.7383, loss_cls: 2.1660, loss: 2.1660, grad_norm: 2.0225 2022-02-09 04:36:28,646 - mmaction - INFO - Epoch [105][900/940] lr: 4.000e-02, eta: 2 days, 3:53:50, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.5025, top5_acc: 0.7354, loss_cls: 2.1660, loss: 2.1660, grad_norm: 2.0309 2022-02-09 04:36:52,266 - mmaction - INFO - Epoch [105][920/940] lr: 4.000e-02, eta: 2 days, 3:53:20, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.5113, top5_acc: 0.7467, loss_cls: 2.1100, loss: 2.1100, grad_norm: 2.0231 2022-02-09 04:37:14,539 - mmaction - INFO - Epoch [105][940/940] lr: 4.000e-02, eta: 2 days, 3:52:47, time: 1.113, data_time: 0.058, memory: 9497, top1_acc: 0.4862, top5_acc: 0.7279, loss_cls: 2.2645, loss: 2.2645, grad_norm: 2.0773 2022-02-09 04:37:18,099 - mmaction - INFO - Saving checkpoint at 105 epochs 2022-02-09 04:39:58,189 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 04:39:58,970 - mmaction - INFO - top1_acc 0.5525 top5_acc 0.8038 2022-02-09 04:39:58,971 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 04:39:59,004 - mmaction - INFO - mean_acc 0.5524 2022-02-09 04:39:59,012 - mmaction - INFO - Epoch(val) [105][78] top1_acc: 0.5525, top5_acc: 0.8038, mean_class_accuracy: 0.5524 2022-02-09 04:42:22,440 - mmaction - INFO - Epoch [106][20/940] lr: 4.000e-02, eta: 2 days, 3:55:09, time: 7.171, data_time: 6.076, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7352, loss_cls: 2.1642, loss: 2.1642, grad_norm: 2.0356 2022-02-09 04:42:45,501 - mmaction - INFO - Epoch [106][40/940] lr: 4.000e-02, eta: 2 days, 3:54:38, time: 1.152, data_time: 0.048, memory: 9497, top1_acc: 0.4938, top5_acc: 0.7246, loss_cls: 2.2205, loss: 2.2205, grad_norm: 2.0822 2022-02-09 04:43:08,698 - mmaction - INFO - Epoch [106][60/940] lr: 4.000e-02, eta: 2 days, 3:54:07, time: 1.160, data_time: 0.042, memory: 9497, top1_acc: 0.4861, top5_acc: 0.7357, loss_cls: 2.2125, loss: 2.2125, grad_norm: 2.0740 2022-02-09 04:43:31,950 - mmaction - INFO - Epoch [106][80/940] lr: 4.000e-02, eta: 2 days, 3:53:37, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.4979, top5_acc: 0.7373, loss_cls: 2.1801, loss: 2.1801, grad_norm: 2.0147 2022-02-09 04:43:55,281 - mmaction - INFO - Epoch [106][100/940] lr: 4.000e-02, eta: 2 days, 3:53:06, time: 1.166, data_time: 0.043, memory: 9497, top1_acc: 0.5107, top5_acc: 0.7441, loss_cls: 2.1232, loss: 2.1232, grad_norm: 2.0356 2022-02-09 04:44:18,590 - mmaction - INFO - Epoch [106][120/940] lr: 4.000e-02, eta: 2 days, 3:52:35, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.5107, top5_acc: 0.7379, loss_cls: 2.1425, loss: 2.1425, grad_norm: 2.0200 2022-02-09 04:44:41,861 - mmaction - INFO - Epoch [106][140/940] lr: 4.000e-02, eta: 2 days, 3:52:05, time: 1.163, data_time: 0.051, memory: 9497, top1_acc: 0.5008, top5_acc: 0.7357, loss_cls: 2.1687, loss: 2.1687, grad_norm: 2.0316 2022-02-09 04:45:05,281 - mmaction - INFO - Epoch [106][160/940] lr: 4.000e-02, eta: 2 days, 3:51:34, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.5025, top5_acc: 0.7400, loss_cls: 2.1434, loss: 2.1434, grad_norm: 2.0856 2022-02-09 04:45:28,646 - mmaction - INFO - Epoch [106][180/940] lr: 4.000e-02, eta: 2 days, 3:51:03, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.5008, top5_acc: 0.7387, loss_cls: 2.1644, loss: 2.1644, grad_norm: 2.0304 2022-02-09 04:45:52,115 - mmaction - INFO - Epoch [106][200/940] lr: 4.000e-02, eta: 2 days, 3:50:33, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.4900, top5_acc: 0.7250, loss_cls: 2.2448, loss: 2.2448, grad_norm: 2.1018 2022-02-09 04:46:15,570 - mmaction - INFO - Epoch [106][220/940] lr: 4.000e-02, eta: 2 days, 3:50:03, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.5123, top5_acc: 0.7520, loss_cls: 2.1216, loss: 2.1216, grad_norm: 2.0723 2022-02-09 04:46:38,974 - mmaction - INFO - Epoch [106][240/940] lr: 4.000e-02, eta: 2 days, 3:49:32, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.5035, top5_acc: 0.7396, loss_cls: 2.1589, loss: 2.1589, grad_norm: 2.0363 2022-02-09 04:47:02,328 - mmaction - INFO - Epoch [106][260/940] lr: 4.000e-02, eta: 2 days, 3:49:01, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.5131, top5_acc: 0.7377, loss_cls: 2.1609, loss: 2.1609, grad_norm: 2.0486 2022-02-09 04:47:25,822 - mmaction - INFO - Epoch [106][280/940] lr: 4.000e-02, eta: 2 days, 3:48:31, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.5102, top5_acc: 0.7447, loss_cls: 2.1025, loss: 2.1025, grad_norm: 2.0603 2022-02-09 04:47:49,236 - mmaction - INFO - Epoch [106][300/940] lr: 4.000e-02, eta: 2 days, 3:48:01, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.5082, top5_acc: 0.7455, loss_cls: 2.1119, loss: 2.1119, grad_norm: 2.0695 2022-02-09 04:48:12,739 - mmaction - INFO - Epoch [106][320/940] lr: 4.000e-02, eta: 2 days, 3:47:30, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5072, top5_acc: 0.7441, loss_cls: 2.1255, loss: 2.1255, grad_norm: 2.1111 2022-02-09 04:48:36,109 - mmaction - INFO - Epoch [106][340/940] lr: 4.000e-02, eta: 2 days, 3:47:00, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.4889, top5_acc: 0.7400, loss_cls: 2.2065, loss: 2.2065, grad_norm: 2.0862 2022-02-09 04:48:59,541 - mmaction - INFO - Epoch [106][360/940] lr: 4.000e-02, eta: 2 days, 3:46:29, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.4967, top5_acc: 0.7295, loss_cls: 2.2080, loss: 2.2080, grad_norm: 2.0604 2022-02-09 04:49:23,000 - mmaction - INFO - Epoch [106][380/940] lr: 4.000e-02, eta: 2 days, 3:45:59, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5021, top5_acc: 0.7354, loss_cls: 2.1854, loss: 2.1854, grad_norm: 2.0588 2022-02-09 04:49:46,561 - mmaction - INFO - Epoch [106][400/940] lr: 4.000e-02, eta: 2 days, 3:45:28, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5051, top5_acc: 0.7471, loss_cls: 2.1377, loss: 2.1377, grad_norm: 2.0872 2022-02-09 04:50:10,057 - mmaction - INFO - Epoch [106][420/940] lr: 4.000e-02, eta: 2 days, 3:44:58, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.4992, top5_acc: 0.7332, loss_cls: 2.1934, loss: 2.1934, grad_norm: 2.0913 2022-02-09 04:50:33,740 - mmaction - INFO - Epoch [106][440/940] lr: 4.000e-02, eta: 2 days, 3:44:28, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.4990, top5_acc: 0.7342, loss_cls: 2.1761, loss: 2.1761, grad_norm: 2.0856 2022-02-09 04:50:57,228 - mmaction - INFO - Epoch [106][460/940] lr: 4.000e-02, eta: 2 days, 3:43:58, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.4939, top5_acc: 0.7408, loss_cls: 2.1776, loss: 2.1776, grad_norm: 2.0946 2022-02-09 04:51:20,621 - mmaction - INFO - Epoch [106][480/940] lr: 4.000e-02, eta: 2 days, 3:43:27, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.5123, top5_acc: 0.7395, loss_cls: 2.1445, loss: 2.1445, grad_norm: 2.0729 2022-02-09 04:51:43,946 - mmaction - INFO - Epoch [106][500/940] lr: 4.000e-02, eta: 2 days, 3:42:56, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1095, loss: 2.1095, grad_norm: 2.0614 2022-02-09 04:52:07,409 - mmaction - INFO - Epoch [106][520/940] lr: 4.000e-02, eta: 2 days, 3:42:26, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.4982, top5_acc: 0.7342, loss_cls: 2.1692, loss: 2.1692, grad_norm: 2.0760 2022-02-09 04:52:30,916 - mmaction - INFO - Epoch [106][540/940] lr: 4.000e-02, eta: 2 days, 3:41:56, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5018, top5_acc: 0.7355, loss_cls: 2.1679, loss: 2.1679, grad_norm: 2.0621 2022-02-09 04:52:54,419 - mmaction - INFO - Epoch [106][560/940] lr: 4.000e-02, eta: 2 days, 3:41:25, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.5031, top5_acc: 0.7387, loss_cls: 2.1840, loss: 2.1840, grad_norm: 2.1213 2022-02-09 04:53:17,939 - mmaction - INFO - Epoch [106][580/940] lr: 4.000e-02, eta: 2 days, 3:40:55, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.4898, top5_acc: 0.7277, loss_cls: 2.2364, loss: 2.2364, grad_norm: 2.1358 2022-02-09 04:53:41,425 - mmaction - INFO - Epoch [106][600/940] lr: 4.000e-02, eta: 2 days, 3:40:25, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.4936, top5_acc: 0.7303, loss_cls: 2.1866, loss: 2.1866, grad_norm: 2.0962 2022-02-09 04:54:04,929 - mmaction - INFO - Epoch [106][620/940] lr: 4.000e-02, eta: 2 days, 3:39:54, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.4883, top5_acc: 0.7344, loss_cls: 2.2002, loss: 2.2002, grad_norm: 2.0981 2022-02-09 04:54:28,505 - mmaction - INFO - Epoch [106][640/940] lr: 4.000e-02, eta: 2 days, 3:39:24, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7473, loss_cls: 2.1152, loss: 2.1152, grad_norm: 2.0680 2022-02-09 04:54:52,144 - mmaction - INFO - Epoch [106][660/940] lr: 4.000e-02, eta: 2 days, 3:38:54, time: 1.182, data_time: 0.063, memory: 9497, top1_acc: 0.4930, top5_acc: 0.7293, loss_cls: 2.2246, loss: 2.2246, grad_norm: 2.0952 2022-02-09 04:55:15,717 - mmaction - INFO - Epoch [106][680/940] lr: 4.000e-02, eta: 2 days, 3:38:24, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.4881, top5_acc: 0.7277, loss_cls: 2.2179, loss: 2.2179, grad_norm: 2.0765 2022-02-09 04:55:39,200 - mmaction - INFO - Epoch [106][700/940] lr: 4.000e-02, eta: 2 days, 3:37:53, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5035, top5_acc: 0.7404, loss_cls: 2.1694, loss: 2.1694, grad_norm: 2.0442 2022-02-09 04:56:02,628 - mmaction - INFO - Epoch [106][720/940] lr: 4.000e-02, eta: 2 days, 3:37:23, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7359, loss_cls: 2.1912, loss: 2.1912, grad_norm: 2.0984 2022-02-09 04:56:26,085 - mmaction - INFO - Epoch [106][740/940] lr: 4.000e-02, eta: 2 days, 3:36:53, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.4980, top5_acc: 0.7305, loss_cls: 2.1747, loss: 2.1747, grad_norm: 2.0782 2022-02-09 04:56:49,549 - mmaction - INFO - Epoch [106][760/940] lr: 4.000e-02, eta: 2 days, 3:36:22, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.4898, top5_acc: 0.7268, loss_cls: 2.2273, loss: 2.2273, grad_norm: 2.0924 2022-02-09 04:57:13,070 - mmaction - INFO - Epoch [106][780/940] lr: 4.000e-02, eta: 2 days, 3:35:52, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.4928, top5_acc: 0.7348, loss_cls: 2.2133, loss: 2.2133, grad_norm: 2.0914 2022-02-09 04:57:36,588 - mmaction - INFO - Epoch [106][800/940] lr: 4.000e-02, eta: 2 days, 3:35:22, time: 1.176, data_time: 0.064, memory: 9497, top1_acc: 0.5062, top5_acc: 0.7416, loss_cls: 2.1459, loss: 2.1459, grad_norm: 2.0008 2022-02-09 04:57:59,998 - mmaction - INFO - Epoch [106][820/940] lr: 4.000e-02, eta: 2 days, 3:34:51, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.4857, top5_acc: 0.7283, loss_cls: 2.2060, loss: 2.2060, grad_norm: 2.1020 2022-02-09 04:58:23,510 - mmaction - INFO - Epoch [106][840/940] lr: 4.000e-02, eta: 2 days, 3:34:21, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.4895, top5_acc: 0.7229, loss_cls: 2.2207, loss: 2.2207, grad_norm: 2.0398 2022-02-09 04:58:47,003 - mmaction - INFO - Epoch [106][860/940] lr: 4.000e-02, eta: 2 days, 3:33:51, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.4834, top5_acc: 0.7293, loss_cls: 2.2358, loss: 2.2358, grad_norm: 2.1129 2022-02-09 04:59:10,575 - mmaction - INFO - Epoch [106][880/940] lr: 4.000e-02, eta: 2 days, 3:33:20, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.4900, top5_acc: 0.7256, loss_cls: 2.2298, loss: 2.2298, grad_norm: 2.1037 2022-02-09 04:59:34,107 - mmaction - INFO - Epoch [106][900/940] lr: 4.000e-02, eta: 2 days, 3:32:50, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.5078, top5_acc: 0.7428, loss_cls: 2.1387, loss: 2.1387, grad_norm: 2.0953 2022-02-09 04:59:57,694 - mmaction - INFO - Epoch [106][920/940] lr: 4.000e-02, eta: 2 days, 3:32:20, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.4975, top5_acc: 0.7344, loss_cls: 2.1822, loss: 2.1822, grad_norm: 2.0783 2022-02-09 05:00:20,053 - mmaction - INFO - Epoch [106][940/940] lr: 4.000e-02, eta: 2 days, 3:31:48, time: 1.117, data_time: 0.059, memory: 9497, top1_acc: 0.5047, top5_acc: 0.7392, loss_cls: 2.1730, loss: 2.1730, grad_norm: 2.0482 2022-02-09 05:03:14,374 - mmaction - INFO - Epoch [107][20/940] lr: 4.000e-02, eta: 2 days, 3:34:42, time: 8.407, data_time: 6.356, memory: 9497, top1_acc: 0.4934, top5_acc: 0.7342, loss_cls: 2.1948, loss: 2.1948, grad_norm: 2.0610 2022-02-09 05:03:37,473 - mmaction - INFO - Epoch [107][40/940] lr: 4.000e-02, eta: 2 days, 3:34:11, time: 1.156, data_time: 0.044, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7389, loss_cls: 2.1479, loss: 2.1479, grad_norm: 2.0780 2022-02-09 05:04:00,700 - mmaction - INFO - Epoch [107][60/940] lr: 4.000e-02, eta: 2 days, 3:33:41, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.4967, top5_acc: 0.7398, loss_cls: 2.1710, loss: 2.1710, grad_norm: 2.0825 2022-02-09 05:04:23,961 - mmaction - INFO - Epoch [107][80/940] lr: 4.000e-02, eta: 2 days, 3:33:10, time: 1.163, data_time: 0.042, memory: 9497, top1_acc: 0.4896, top5_acc: 0.7400, loss_cls: 2.1728, loss: 2.1728, grad_norm: 2.0761 2022-02-09 05:04:47,337 - mmaction - INFO - Epoch [107][100/940] lr: 4.000e-02, eta: 2 days, 3:32:39, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.4988, top5_acc: 0.7424, loss_cls: 2.1505, loss: 2.1505, grad_norm: 2.1020 2022-02-09 05:05:10,720 - mmaction - INFO - Epoch [107][120/940] lr: 4.000e-02, eta: 2 days, 3:32:09, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.5016, top5_acc: 0.7340, loss_cls: 2.1809, loss: 2.1809, grad_norm: 2.0916 2022-02-09 05:05:34,159 - mmaction - INFO - Epoch [107][140/940] lr: 4.000e-02, eta: 2 days, 3:31:39, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.5094, top5_acc: 0.7434, loss_cls: 2.1154, loss: 2.1154, grad_norm: 2.0616 2022-02-09 05:05:57,511 - mmaction - INFO - Epoch [107][160/940] lr: 4.000e-02, eta: 2 days, 3:31:08, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.5031, top5_acc: 0.7291, loss_cls: 2.2132, loss: 2.2132, grad_norm: 2.1104 2022-02-09 05:06:20,919 - mmaction - INFO - Epoch [107][180/940] lr: 4.000e-02, eta: 2 days, 3:30:37, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7434, loss_cls: 2.1110, loss: 2.1110, grad_norm: 2.0768 2022-02-09 05:06:44,441 - mmaction - INFO - Epoch [107][200/940] lr: 4.000e-02, eta: 2 days, 3:30:07, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5020, top5_acc: 0.7389, loss_cls: 2.1595, loss: 2.1595, grad_norm: 2.1149 2022-02-09 05:07:07,882 - mmaction - INFO - Epoch [107][220/940] lr: 4.000e-02, eta: 2 days, 3:29:37, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.5082, top5_acc: 0.7430, loss_cls: 2.1111, loss: 2.1111, grad_norm: 2.0728 2022-02-09 05:07:31,393 - mmaction - INFO - Epoch [107][240/940] lr: 4.000e-02, eta: 2 days, 3:29:06, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7434, loss_cls: 2.1637, loss: 2.1637, grad_norm: 2.0997 2022-02-09 05:07:54,788 - mmaction - INFO - Epoch [107][260/940] lr: 4.000e-02, eta: 2 days, 3:28:36, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.5006, top5_acc: 0.7443, loss_cls: 2.1416, loss: 2.1416, grad_norm: 2.0850 2022-02-09 05:08:18,282 - mmaction - INFO - Epoch [107][280/940] lr: 4.000e-02, eta: 2 days, 3:28:06, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.4994, top5_acc: 0.7396, loss_cls: 2.1740, loss: 2.1740, grad_norm: 2.1269 2022-02-09 05:08:41,664 - mmaction - INFO - Epoch [107][300/940] lr: 4.000e-02, eta: 2 days, 3:27:35, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1673, loss: 2.1673, grad_norm: 2.1049 2022-02-09 05:09:05,057 - mmaction - INFO - Epoch [107][320/940] lr: 4.000e-02, eta: 2 days, 3:27:05, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.5066, top5_acc: 0.7479, loss_cls: 2.1280, loss: 2.1280, grad_norm: 2.1204 2022-02-09 05:09:28,513 - mmaction - INFO - Epoch [107][340/940] lr: 4.000e-02, eta: 2 days, 3:26:34, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5008, top5_acc: 0.7395, loss_cls: 2.1345, loss: 2.1345, grad_norm: 2.1379 2022-02-09 05:09:51,806 - mmaction - INFO - Epoch [107][360/940] lr: 4.000e-02, eta: 2 days, 3:26:04, time: 1.165, data_time: 0.058, memory: 9497, top1_acc: 0.4982, top5_acc: 0.7363, loss_cls: 2.1813, loss: 2.1813, grad_norm: 2.1214 2022-02-09 05:10:16,167 - mmaction - INFO - Epoch [107][380/940] lr: 4.000e-02, eta: 2 days, 3:25:35, time: 1.218, data_time: 0.057, memory: 9497, top1_acc: 0.5125, top5_acc: 0.7447, loss_cls: 2.1610, loss: 2.1610, grad_norm: 2.1016 2022-02-09 05:10:39,639 - mmaction - INFO - Epoch [107][400/940] lr: 4.000e-02, eta: 2 days, 3:25:04, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.4932, top5_acc: 0.7324, loss_cls: 2.2273, loss: 2.2273, grad_norm: 2.1416 2022-02-09 05:11:03,089 - mmaction - INFO - Epoch [107][420/940] lr: 4.000e-02, eta: 2 days, 3:24:34, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.5080, top5_acc: 0.7373, loss_cls: 2.1544, loss: 2.1544, grad_norm: 2.0485 2022-02-09 05:11:26,583 - mmaction - INFO - Epoch [107][440/940] lr: 4.000e-02, eta: 2 days, 3:24:04, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5143, top5_acc: 0.7434, loss_cls: 2.1152, loss: 2.1152, grad_norm: 2.0913 2022-02-09 05:11:50,050 - mmaction - INFO - Epoch [107][460/940] lr: 4.000e-02, eta: 2 days, 3:23:33, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.4918, top5_acc: 0.7363, loss_cls: 2.1608, loss: 2.1608, grad_norm: 2.1239 2022-02-09 05:12:13,556 - mmaction - INFO - Epoch [107][480/940] lr: 4.000e-02, eta: 2 days, 3:23:03, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.4955, top5_acc: 0.7328, loss_cls: 2.1996, loss: 2.1996, grad_norm: 2.1623 2022-02-09 05:12:37,042 - mmaction - INFO - Epoch [107][500/940] lr: 4.000e-02, eta: 2 days, 3:22:33, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5014, top5_acc: 0.7379, loss_cls: 2.1674, loss: 2.1674, grad_norm: 2.1218 2022-02-09 05:13:00,414 - mmaction - INFO - Epoch [107][520/940] lr: 4.000e-02, eta: 2 days, 3:22:02, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1364, loss: 2.1364, grad_norm: 2.1097 2022-02-09 05:13:23,969 - mmaction - INFO - Epoch [107][540/940] lr: 4.000e-02, eta: 2 days, 3:21:32, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.4924, top5_acc: 0.7312, loss_cls: 2.2387, loss: 2.2387, grad_norm: 2.1481 2022-02-09 05:13:47,630 - mmaction - INFO - Epoch [107][560/940] lr: 4.000e-02, eta: 2 days, 3:21:02, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7506, loss_cls: 2.0986, loss: 2.0986, grad_norm: 2.0112 2022-02-09 05:14:11,149 - mmaction - INFO - Epoch [107][580/940] lr: 4.000e-02, eta: 2 days, 3:20:32, time: 1.176, data_time: 0.065, memory: 9497, top1_acc: 0.4961, top5_acc: 0.7348, loss_cls: 2.1955, loss: 2.1955, grad_norm: 2.1476 2022-02-09 05:14:34,619 - mmaction - INFO - Epoch [107][600/940] lr: 4.000e-02, eta: 2 days, 3:20:01, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.4969, top5_acc: 0.7439, loss_cls: 2.1519, loss: 2.1519, grad_norm: 2.1494 2022-02-09 05:14:57,998 - mmaction - INFO - Epoch [107][620/940] lr: 4.000e-02, eta: 2 days, 3:19:31, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.5010, top5_acc: 0.7471, loss_cls: 2.1466, loss: 2.1466, grad_norm: 2.1336 2022-02-09 05:15:21,442 - mmaction - INFO - Epoch [107][640/940] lr: 4.000e-02, eta: 2 days, 3:19:00, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.4986, top5_acc: 0.7336, loss_cls: 2.1843, loss: 2.1843, grad_norm: 2.1425 2022-02-09 05:15:44,951 - mmaction - INFO - Epoch [107][660/940] lr: 4.000e-02, eta: 2 days, 3:18:30, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.4922, top5_acc: 0.7332, loss_cls: 2.2030, loss: 2.2030, grad_norm: 2.1159 2022-02-09 05:16:08,507 - mmaction - INFO - Epoch [107][680/940] lr: 4.000e-02, eta: 2 days, 3:18:00, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.4932, top5_acc: 0.7334, loss_cls: 2.2007, loss: 2.2007, grad_norm: 2.1424 2022-02-09 05:16:32,071 - mmaction - INFO - Epoch [107][700/940] lr: 4.000e-02, eta: 2 days, 3:17:30, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5049, top5_acc: 0.7342, loss_cls: 2.1737, loss: 2.1737, grad_norm: 2.1017 2022-02-09 05:16:55,551 - mmaction - INFO - Epoch [107][720/940] lr: 4.000e-02, eta: 2 days, 3:17:00, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5064, top5_acc: 0.7441, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.0723 2022-02-09 05:17:19,037 - mmaction - INFO - Epoch [107][740/940] lr: 4.000e-02, eta: 2 days, 3:16:29, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.4926, top5_acc: 0.7262, loss_cls: 2.2378, loss: 2.2378, grad_norm: 2.1328 2022-02-09 05:17:42,556 - mmaction - INFO - Epoch [107][760/940] lr: 4.000e-02, eta: 2 days, 3:15:59, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7523, loss_cls: 2.0816, loss: 2.0816, grad_norm: 2.0571 2022-02-09 05:18:06,092 - mmaction - INFO - Epoch [107][780/940] lr: 4.000e-02, eta: 2 days, 3:15:29, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.4871, top5_acc: 0.7336, loss_cls: 2.2206, loss: 2.2206, grad_norm: 2.1436 2022-02-09 05:18:29,558 - mmaction - INFO - Epoch [107][800/940] lr: 4.000e-02, eta: 2 days, 3:14:58, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.4947, top5_acc: 0.7281, loss_cls: 2.2196, loss: 2.2196, grad_norm: 2.1597 2022-02-09 05:18:53,163 - mmaction - INFO - Epoch [107][820/940] lr: 4.000e-02, eta: 2 days, 3:14:28, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.4936, top5_acc: 0.7311, loss_cls: 2.2220, loss: 2.2220, grad_norm: 2.1296 2022-02-09 05:19:16,733 - mmaction - INFO - Epoch [107][840/940] lr: 4.000e-02, eta: 2 days, 3:13:58, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7344, loss_cls: 2.1561, loss: 2.1561, grad_norm: 2.1126 2022-02-09 05:19:40,270 - mmaction - INFO - Epoch [107][860/940] lr: 4.000e-02, eta: 2 days, 3:13:28, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5094, top5_acc: 0.7412, loss_cls: 2.1436, loss: 2.1436, grad_norm: 2.0933 2022-02-09 05:20:03,808 - mmaction - INFO - Epoch [107][880/940] lr: 4.000e-02, eta: 2 days, 3:12:58, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.4986, top5_acc: 0.7354, loss_cls: 2.1954, loss: 2.1954, grad_norm: 2.1406 2022-02-09 05:20:27,306 - mmaction - INFO - Epoch [107][900/940] lr: 4.000e-02, eta: 2 days, 3:12:28, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.4963, top5_acc: 0.7350, loss_cls: 2.1913, loss: 2.1913, grad_norm: 2.0848 2022-02-09 05:20:50,868 - mmaction - INFO - Epoch [107][920/940] lr: 4.000e-02, eta: 2 days, 3:11:57, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.4881, top5_acc: 0.7309, loss_cls: 2.1983, loss: 2.1983, grad_norm: 2.1253 2022-02-09 05:21:13,149 - mmaction - INFO - Epoch [107][940/940] lr: 4.000e-02, eta: 2 days, 3:11:26, time: 1.115, data_time: 0.059, memory: 9497, top1_acc: 0.5000, top5_acc: 0.7317, loss_cls: 2.2074, loss: 2.2074, grad_norm: 2.1144 2022-02-09 05:23:38,790 - mmaction - INFO - Epoch [108][20/940] lr: 4.000e-02, eta: 2 days, 3:13:42, time: 7.164, data_time: 5.649, memory: 9497, top1_acc: 0.4930, top5_acc: 0.7334, loss_cls: 2.1960, loss: 2.1960, grad_norm: 2.1384 2022-02-09 05:24:01,889 - mmaction - INFO - Epoch [108][40/940] lr: 4.000e-02, eta: 2 days, 3:13:11, time: 1.155, data_time: 0.052, memory: 9497, top1_acc: 0.5039, top5_acc: 0.7377, loss_cls: 2.1428, loss: 2.1428, grad_norm: 2.1121 2022-02-09 05:24:25,211 - mmaction - INFO - Epoch [108][60/940] lr: 4.000e-02, eta: 2 days, 3:12:41, time: 1.165, data_time: 0.043, memory: 9497, top1_acc: 0.5029, top5_acc: 0.7324, loss_cls: 2.1856, loss: 2.1856, grad_norm: 2.1429 2022-02-09 05:24:48,470 - mmaction - INFO - Epoch [108][80/940] lr: 4.000e-02, eta: 2 days, 3:12:10, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.5012, top5_acc: 0.7318, loss_cls: 2.1826, loss: 2.1826, grad_norm: 2.1321 2022-02-09 05:25:11,762 - mmaction - INFO - Epoch [108][100/940] lr: 4.000e-02, eta: 2 days, 3:11:39, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.4986, top5_acc: 0.7332, loss_cls: 2.1612, loss: 2.1612, grad_norm: 2.1290 2022-02-09 05:25:35,283 - mmaction - INFO - Epoch [108][120/940] lr: 4.000e-02, eta: 2 days, 3:11:09, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5041, top5_acc: 0.7398, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.1246 2022-02-09 05:25:58,664 - mmaction - INFO - Epoch [108][140/940] lr: 4.000e-02, eta: 2 days, 3:10:39, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.5041, top5_acc: 0.7422, loss_cls: 2.1337, loss: 2.1337, grad_norm: 2.1632 2022-02-09 05:26:22,109 - mmaction - INFO - Epoch [108][160/940] lr: 4.000e-02, eta: 2 days, 3:10:08, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5057, top5_acc: 0.7461, loss_cls: 2.1317, loss: 2.1317, grad_norm: 2.1368 2022-02-09 05:26:45,576 - mmaction - INFO - Epoch [108][180/940] lr: 4.000e-02, eta: 2 days, 3:09:38, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7455, loss_cls: 2.1408, loss: 2.1408, grad_norm: 2.1507 2022-02-09 05:27:08,983 - mmaction - INFO - Epoch [108][200/940] lr: 4.000e-02, eta: 2 days, 3:09:08, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.5016, top5_acc: 0.7371, loss_cls: 2.1659, loss: 2.1659, grad_norm: 2.1518 2022-02-09 05:27:32,543 - mmaction - INFO - Epoch [108][220/940] lr: 4.000e-02, eta: 2 days, 3:08:38, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.5039, top5_acc: 0.7408, loss_cls: 2.1575, loss: 2.1575, grad_norm: 2.1250 2022-02-09 05:27:56,010 - mmaction - INFO - Epoch [108][240/940] lr: 4.000e-02, eta: 2 days, 3:08:07, time: 1.173, data_time: 0.045, memory: 9497, top1_acc: 0.4934, top5_acc: 0.7250, loss_cls: 2.2062, loss: 2.2062, grad_norm: 2.1408 2022-02-09 05:28:19,510 - mmaction - INFO - Epoch [108][260/940] lr: 4.000e-02, eta: 2 days, 3:07:37, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.4998, top5_acc: 0.7275, loss_cls: 2.1954, loss: 2.1954, grad_norm: 2.2010 2022-02-09 05:28:42,889 - mmaction - INFO - Epoch [108][280/940] lr: 4.000e-02, eta: 2 days, 3:07:07, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.5109, top5_acc: 0.7373, loss_cls: 2.1744, loss: 2.1744, grad_norm: 2.1322 2022-02-09 05:29:06,434 - mmaction - INFO - Epoch [108][300/940] lr: 4.000e-02, eta: 2 days, 3:06:36, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.4986, top5_acc: 0.7410, loss_cls: 2.1648, loss: 2.1648, grad_norm: 2.1377 2022-02-09 05:29:29,887 - mmaction - INFO - Epoch [108][320/940] lr: 4.000e-02, eta: 2 days, 3:06:06, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5039, top5_acc: 0.7393, loss_cls: 2.1653, loss: 2.1653, grad_norm: 2.1028 2022-02-09 05:29:53,308 - mmaction - INFO - Epoch [108][340/940] lr: 4.000e-02, eta: 2 days, 3:05:36, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.5012, top5_acc: 0.7395, loss_cls: 2.1527, loss: 2.1527, grad_norm: 2.1132 2022-02-09 05:30:16,786 - mmaction - INFO - Epoch [108][360/940] lr: 4.000e-02, eta: 2 days, 3:05:05, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5125, top5_acc: 0.7383, loss_cls: 2.1706, loss: 2.1706, grad_norm: 2.1030 2022-02-09 05:30:40,343 - mmaction - INFO - Epoch [108][380/940] lr: 4.000e-02, eta: 2 days, 3:04:35, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.4986, top5_acc: 0.7359, loss_cls: 2.1901, loss: 2.1901, grad_norm: 2.1837 2022-02-09 05:31:03,813 - mmaction - INFO - Epoch [108][400/940] lr: 4.000e-02, eta: 2 days, 3:04:05, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.4916, top5_acc: 0.7369, loss_cls: 2.1981, loss: 2.1981, grad_norm: 2.1814 2022-02-09 05:31:27,265 - mmaction - INFO - Epoch [108][420/940] lr: 4.000e-02, eta: 2 days, 3:03:35, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7467, loss_cls: 2.1209, loss: 2.1209, grad_norm: 2.1283 2022-02-09 05:31:50,661 - mmaction - INFO - Epoch [108][440/940] lr: 4.000e-02, eta: 2 days, 3:03:04, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7414, loss_cls: 2.1427, loss: 2.1427, grad_norm: 2.1498 2022-02-09 05:32:14,164 - mmaction - INFO - Epoch [108][460/940] lr: 4.000e-02, eta: 2 days, 3:02:34, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7473, loss_cls: 2.1316, loss: 2.1316, grad_norm: 2.1304 2022-02-09 05:32:37,731 - mmaction - INFO - Epoch [108][480/940] lr: 4.000e-02, eta: 2 days, 3:02:04, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.4984, top5_acc: 0.7424, loss_cls: 2.1526, loss: 2.1526, grad_norm: 2.1963 2022-02-09 05:33:01,264 - mmaction - INFO - Epoch [108][500/940] lr: 4.000e-02, eta: 2 days, 3:01:34, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.5113, top5_acc: 0.7402, loss_cls: 2.1553, loss: 2.1553, grad_norm: 2.1482 2022-02-09 05:33:24,596 - mmaction - INFO - Epoch [108][520/940] lr: 4.000e-02, eta: 2 days, 3:01:03, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7465, loss_cls: 2.1015, loss: 2.1015, grad_norm: 2.1806 2022-02-09 05:33:48,117 - mmaction - INFO - Epoch [108][540/940] lr: 4.000e-02, eta: 2 days, 3:00:33, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.4998, top5_acc: 0.7270, loss_cls: 2.2018, loss: 2.2018, grad_norm: 2.1750 2022-02-09 05:34:11,613 - mmaction - INFO - Epoch [108][560/940] lr: 4.000e-02, eta: 2 days, 3:00:03, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.5016, top5_acc: 0.7482, loss_cls: 2.1406, loss: 2.1406, grad_norm: 2.1273 2022-02-09 05:34:35,111 - mmaction - INFO - Epoch [108][580/940] lr: 4.000e-02, eta: 2 days, 2:59:33, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.5082, top5_acc: 0.7465, loss_cls: 2.1231, loss: 2.1231, grad_norm: 2.1426 2022-02-09 05:34:58,556 - mmaction - INFO - Epoch [108][600/940] lr: 4.000e-02, eta: 2 days, 2:59:02, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5037, top5_acc: 0.7307, loss_cls: 2.1712, loss: 2.1712, grad_norm: 2.1829 2022-02-09 05:35:21,918 - mmaction - INFO - Epoch [108][620/940] lr: 4.000e-02, eta: 2 days, 2:58:32, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.4945, top5_acc: 0.7213, loss_cls: 2.2167, loss: 2.2167, grad_norm: 2.1435 2022-02-09 05:35:45,450 - mmaction - INFO - Epoch [108][640/940] lr: 4.000e-02, eta: 2 days, 2:58:02, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.4955, top5_acc: 0.7383, loss_cls: 2.1814, loss: 2.1814, grad_norm: 2.1585 2022-02-09 05:36:09,095 - mmaction - INFO - Epoch [108][660/940] lr: 4.000e-02, eta: 2 days, 2:57:32, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.4955, top5_acc: 0.7305, loss_cls: 2.1901, loss: 2.1901, grad_norm: 2.1561 2022-02-09 05:36:32,641 - mmaction - INFO - Epoch [108][680/940] lr: 4.000e-02, eta: 2 days, 2:57:02, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.4951, top5_acc: 0.7320, loss_cls: 2.1816, loss: 2.1816, grad_norm: 2.1513 2022-02-09 05:36:56,169 - mmaction - INFO - Epoch [108][700/940] lr: 4.000e-02, eta: 2 days, 2:56:31, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5113, top5_acc: 0.7484, loss_cls: 2.1389, loss: 2.1389, grad_norm: 2.1265 2022-02-09 05:37:19,630 - mmaction - INFO - Epoch [108][720/940] lr: 4.000e-02, eta: 2 days, 2:56:01, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.5031, top5_acc: 0.7377, loss_cls: 2.1859, loss: 2.1859, grad_norm: 2.1950 2022-02-09 05:37:43,105 - mmaction - INFO - Epoch [108][740/940] lr: 4.000e-02, eta: 2 days, 2:55:31, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7338, loss_cls: 2.1649, loss: 2.1649, grad_norm: 2.1664 2022-02-09 05:38:06,582 - mmaction - INFO - Epoch [108][760/940] lr: 4.000e-02, eta: 2 days, 2:55:01, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7396, loss_cls: 2.1508, loss: 2.1508, grad_norm: 2.2041 2022-02-09 05:38:30,202 - mmaction - INFO - Epoch [108][780/940] lr: 4.000e-02, eta: 2 days, 2:54:31, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.5049, top5_acc: 0.7408, loss_cls: 2.1255, loss: 2.1255, grad_norm: 2.1591 2022-02-09 05:38:53,731 - mmaction - INFO - Epoch [108][800/940] lr: 4.000e-02, eta: 2 days, 2:54:01, time: 1.176, data_time: 0.045, memory: 9497, top1_acc: 0.5076, top5_acc: 0.7318, loss_cls: 2.1786, loss: 2.1786, grad_norm: 2.1620 2022-02-09 05:39:17,312 - mmaction - INFO - Epoch [108][820/940] lr: 4.000e-02, eta: 2 days, 2:53:31, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.5043, top5_acc: 0.7430, loss_cls: 2.1281, loss: 2.1281, grad_norm: 2.1470 2022-02-09 05:39:40,883 - mmaction - INFO - Epoch [108][840/940] lr: 4.000e-02, eta: 2 days, 2:53:00, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7416, loss_cls: 2.1616, loss: 2.1616, grad_norm: 2.1447 2022-02-09 05:40:04,575 - mmaction - INFO - Epoch [108][860/940] lr: 4.000e-02, eta: 2 days, 2:52:31, time: 1.185, data_time: 0.054, memory: 9497, top1_acc: 0.4990, top5_acc: 0.7324, loss_cls: 2.1929, loss: 2.1929, grad_norm: 2.1582 2022-02-09 05:40:28,108 - mmaction - INFO - Epoch [108][880/940] lr: 4.000e-02, eta: 2 days, 2:52:00, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1987, loss: 2.1987, grad_norm: 2.1812 2022-02-09 05:40:51,721 - mmaction - INFO - Epoch [108][900/940] lr: 4.000e-02, eta: 2 days, 2:51:30, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7430, loss_cls: 2.1433, loss: 2.1433, grad_norm: 2.1623 2022-02-09 05:41:15,370 - mmaction - INFO - Epoch [108][920/940] lr: 4.000e-02, eta: 2 days, 2:51:00, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.5061, top5_acc: 0.7408, loss_cls: 2.1675, loss: 2.1675, grad_norm: 2.2030 2022-02-09 05:41:37,648 - mmaction - INFO - Epoch [108][940/940] lr: 4.000e-02, eta: 2 days, 2:50:29, time: 1.114, data_time: 0.059, memory: 9497, top1_acc: 0.4872, top5_acc: 0.7234, loss_cls: 2.2462, loss: 2.2462, grad_norm: 2.1979 2022-02-09 05:44:25,364 - mmaction - INFO - Epoch [109][20/940] lr: 4.000e-02, eta: 2 days, 2:53:07, time: 8.058, data_time: 6.451, memory: 9497, top1_acc: 0.5068, top5_acc: 0.7473, loss_cls: 2.1291, loss: 2.1291, grad_norm: 2.1548 2022-02-09 05:44:48,437 - mmaction - INFO - Epoch [109][40/940] lr: 4.000e-02, eta: 2 days, 2:52:36, time: 1.154, data_time: 0.055, memory: 9497, top1_acc: 0.5070, top5_acc: 0.7432, loss_cls: 2.1304, loss: 2.1304, grad_norm: 2.1863 2022-02-09 05:45:11,656 - mmaction - INFO - Epoch [109][60/940] lr: 4.000e-02, eta: 2 days, 2:52:06, time: 1.160, data_time: 0.046, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7383, loss_cls: 2.1528, loss: 2.1528, grad_norm: 2.2399 2022-02-09 05:45:34,839 - mmaction - INFO - Epoch [109][80/940] lr: 4.000e-02, eta: 2 days, 2:51:35, time: 1.159, data_time: 0.042, memory: 9497, top1_acc: 0.4951, top5_acc: 0.7379, loss_cls: 2.1625, loss: 2.1625, grad_norm: 2.1961 2022-02-09 05:45:58,077 - mmaction - INFO - Epoch [109][100/940] lr: 4.000e-02, eta: 2 days, 2:51:04, time: 1.162, data_time: 0.047, memory: 9497, top1_acc: 0.5031, top5_acc: 0.7385, loss_cls: 2.1519, loss: 2.1519, grad_norm: 2.1822 2022-02-09 05:46:21,432 - mmaction - INFO - Epoch [109][120/940] lr: 4.000e-02, eta: 2 days, 2:50:34, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.5004, top5_acc: 0.7389, loss_cls: 2.1667, loss: 2.1667, grad_norm: 2.1802 2022-02-09 05:46:44,688 - mmaction - INFO - Epoch [109][140/940] lr: 4.000e-02, eta: 2 days, 2:50:03, time: 1.163, data_time: 0.055, memory: 9497, top1_acc: 0.4973, top5_acc: 0.7387, loss_cls: 2.1839, loss: 2.1839, grad_norm: 2.1896 2022-02-09 05:47:08,134 - mmaction - INFO - Epoch [109][160/940] lr: 4.000e-02, eta: 2 days, 2:49:33, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7521, loss_cls: 2.0806, loss: 2.0806, grad_norm: 2.1644 2022-02-09 05:47:31,590 - mmaction - INFO - Epoch [109][180/940] lr: 4.000e-02, eta: 2 days, 2:49:03, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.4994, top5_acc: 0.7379, loss_cls: 2.1908, loss: 2.1908, grad_norm: 2.2557 2022-02-09 05:47:55,032 - mmaction - INFO - Epoch [109][200/940] lr: 4.000e-02, eta: 2 days, 2:48:33, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.5127, top5_acc: 0.7418, loss_cls: 2.1172, loss: 2.1172, grad_norm: 2.1637 2022-02-09 05:48:18,493 - mmaction - INFO - Epoch [109][220/940] lr: 4.000e-02, eta: 2 days, 2:48:02, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7451, loss_cls: 2.1351, loss: 2.1351, grad_norm: 2.1547 2022-02-09 05:48:41,908 - mmaction - INFO - Epoch [109][240/940] lr: 4.000e-02, eta: 2 days, 2:47:32, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.5127, top5_acc: 0.7453, loss_cls: 2.1338, loss: 2.1338, grad_norm: 2.1855 2022-02-09 05:49:05,374 - mmaction - INFO - Epoch [109][260/940] lr: 4.000e-02, eta: 2 days, 2:47:02, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.5080, top5_acc: 0.7389, loss_cls: 2.1629, loss: 2.1629, grad_norm: 2.1723 2022-02-09 05:49:28,893 - mmaction - INFO - Epoch [109][280/940] lr: 4.000e-02, eta: 2 days, 2:46:32, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.5041, top5_acc: 0.7408, loss_cls: 2.1286, loss: 2.1286, grad_norm: 2.1853 2022-02-09 05:49:52,396 - mmaction - INFO - Epoch [109][300/940] lr: 4.000e-02, eta: 2 days, 2:46:01, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5113, top5_acc: 0.7492, loss_cls: 2.1328, loss: 2.1328, grad_norm: 2.1976 2022-02-09 05:50:15,985 - mmaction - INFO - Epoch [109][320/940] lr: 4.000e-02, eta: 2 days, 2:45:31, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.4914, top5_acc: 0.7346, loss_cls: 2.1904, loss: 2.1904, grad_norm: 2.1900 2022-02-09 05:50:39,433 - mmaction - INFO - Epoch [109][340/940] lr: 4.000e-02, eta: 2 days, 2:45:01, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5076, top5_acc: 0.7336, loss_cls: 2.1360, loss: 2.1360, grad_norm: 2.1893 2022-02-09 05:51:02,907 - mmaction - INFO - Epoch [109][360/940] lr: 4.000e-02, eta: 2 days, 2:44:31, time: 1.174, data_time: 0.063, memory: 9497, top1_acc: 0.5068, top5_acc: 0.7342, loss_cls: 2.1853, loss: 2.1853, grad_norm: 2.1965 2022-02-09 05:51:26,318 - mmaction - INFO - Epoch [109][380/940] lr: 4.000e-02, eta: 2 days, 2:44:01, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7420, loss_cls: 2.1389, loss: 2.1389, grad_norm: 2.1953 2022-02-09 05:51:49,783 - mmaction - INFO - Epoch [109][400/940] lr: 4.000e-02, eta: 2 days, 2:43:30, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.5045, top5_acc: 0.7459, loss_cls: 2.1452, loss: 2.1452, grad_norm: 2.1821 2022-02-09 05:52:13,220 - mmaction - INFO - Epoch [109][420/940] lr: 4.000e-02, eta: 2 days, 2:43:00, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7510, loss_cls: 2.0945, loss: 2.0945, grad_norm: 2.1518 2022-02-09 05:52:36,686 - mmaction - INFO - Epoch [109][440/940] lr: 4.000e-02, eta: 2 days, 2:42:30, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.5031, top5_acc: 0.7402, loss_cls: 2.1722, loss: 2.1722, grad_norm: 2.2360 2022-02-09 05:53:00,152 - mmaction - INFO - Epoch [109][460/940] lr: 4.000e-02, eta: 2 days, 2:42:00, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.4963, top5_acc: 0.7422, loss_cls: 2.1789, loss: 2.1789, grad_norm: 2.2031 2022-02-09 05:53:23,651 - mmaction - INFO - Epoch [109][480/940] lr: 4.000e-02, eta: 2 days, 2:41:29, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5121, top5_acc: 0.7531, loss_cls: 2.1082, loss: 2.1082, grad_norm: 2.1663 2022-02-09 05:53:47,182 - mmaction - INFO - Epoch [109][500/940] lr: 4.000e-02, eta: 2 days, 2:40:59, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.4996, top5_acc: 0.7350, loss_cls: 2.1789, loss: 2.1789, grad_norm: 2.2088 2022-02-09 05:54:10,711 - mmaction - INFO - Epoch [109][520/940] lr: 4.000e-02, eta: 2 days, 2:40:29, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.5062, top5_acc: 0.7369, loss_cls: 2.1172, loss: 2.1172, grad_norm: 2.1768 2022-02-09 05:54:34,121 - mmaction - INFO - Epoch [109][540/940] lr: 4.000e-02, eta: 2 days, 2:39:59, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.4932, top5_acc: 0.7396, loss_cls: 2.1839, loss: 2.1839, grad_norm: 2.2117 2022-02-09 05:54:57,724 - mmaction - INFO - Epoch [109][560/940] lr: 4.000e-02, eta: 2 days, 2:39:29, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.5072, top5_acc: 0.7457, loss_cls: 2.1229, loss: 2.1229, grad_norm: 2.1542 2022-02-09 05:55:21,320 - mmaction - INFO - Epoch [109][580/940] lr: 4.000e-02, eta: 2 days, 2:38:59, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7406, loss_cls: 2.1373, loss: 2.1373, grad_norm: 2.2022 2022-02-09 05:55:44,858 - mmaction - INFO - Epoch [109][600/940] lr: 4.000e-02, eta: 2 days, 2:38:29, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5014, top5_acc: 0.7359, loss_cls: 2.2082, loss: 2.2082, grad_norm: 2.2326 2022-02-09 05:56:08,339 - mmaction - INFO - Epoch [109][620/940] lr: 4.000e-02, eta: 2 days, 2:37:59, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7471, loss_cls: 2.1323, loss: 2.1323, grad_norm: 2.1707 2022-02-09 05:56:31,883 - mmaction - INFO - Epoch [109][640/940] lr: 4.000e-02, eta: 2 days, 2:37:28, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5039, top5_acc: 0.7301, loss_cls: 2.1769, loss: 2.1769, grad_norm: 2.1852 2022-02-09 05:56:55,444 - mmaction - INFO - Epoch [109][660/940] lr: 4.000e-02, eta: 2 days, 2:36:58, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.4979, top5_acc: 0.7389, loss_cls: 2.1751, loss: 2.1751, grad_norm: 2.2012 2022-02-09 05:57:18,960 - mmaction - INFO - Epoch [109][680/940] lr: 4.000e-02, eta: 2 days, 2:36:28, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5039, top5_acc: 0.7432, loss_cls: 2.1523, loss: 2.1523, grad_norm: 2.1748 2022-02-09 05:57:42,413 - mmaction - INFO - Epoch [109][700/940] lr: 4.000e-02, eta: 2 days, 2:35:58, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1495, loss: 2.1495, grad_norm: 2.2063 2022-02-09 05:58:06,015 - mmaction - INFO - Epoch [109][720/940] lr: 4.000e-02, eta: 2 days, 2:35:28, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7395, loss_cls: 2.1673, loss: 2.1673, grad_norm: 2.1932 2022-02-09 05:58:29,485 - mmaction - INFO - Epoch [109][740/940] lr: 4.000e-02, eta: 2 days, 2:34:58, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.4924, top5_acc: 0.7293, loss_cls: 2.1823, loss: 2.1823, grad_norm: 2.1775 2022-02-09 05:58:52,954 - mmaction - INFO - Epoch [109][760/940] lr: 4.000e-02, eta: 2 days, 2:34:28, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.5043, top5_acc: 0.7420, loss_cls: 2.1325, loss: 2.1325, grad_norm: 2.1774 2022-02-09 05:59:16,542 - mmaction - INFO - Epoch [109][780/940] lr: 4.000e-02, eta: 2 days, 2:33:58, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.4920, top5_acc: 0.7271, loss_cls: 2.2142, loss: 2.2142, grad_norm: 2.1989 2022-02-09 05:59:40,079 - mmaction - INFO - Epoch [109][800/940] lr: 4.000e-02, eta: 2 days, 2:33:28, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7455, loss_cls: 2.1288, loss: 2.1288, grad_norm: 2.1628 2022-02-09 06:00:03,586 - mmaction - INFO - Epoch [109][820/940] lr: 4.000e-02, eta: 2 days, 2:32:58, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7408, loss_cls: 2.1540, loss: 2.1540, grad_norm: 2.2083 2022-02-09 06:00:27,133 - mmaction - INFO - Epoch [109][840/940] lr: 4.000e-02, eta: 2 days, 2:32:27, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7371, loss_cls: 2.1383, loss: 2.1383, grad_norm: 2.1786 2022-02-09 06:00:50,661 - mmaction - INFO - Epoch [109][860/940] lr: 4.000e-02, eta: 2 days, 2:31:57, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5064, top5_acc: 0.7395, loss_cls: 2.1484, loss: 2.1484, grad_norm: 2.1423 2022-02-09 06:01:14,245 - mmaction - INFO - Epoch [109][880/940] lr: 4.000e-02, eta: 2 days, 2:31:27, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.4947, top5_acc: 0.7275, loss_cls: 2.2037, loss: 2.2037, grad_norm: 2.2146 2022-02-09 06:01:37,720 - mmaction - INFO - Epoch [109][900/940] lr: 4.000e-02, eta: 2 days, 2:30:57, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.4994, top5_acc: 0.7379, loss_cls: 2.1894, loss: 2.1894, grad_norm: 2.2058 2022-02-09 06:02:01,219 - mmaction - INFO - Epoch [109][920/940] lr: 4.000e-02, eta: 2 days, 2:30:27, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.5066, top5_acc: 0.7459, loss_cls: 2.1452, loss: 2.1452, grad_norm: 2.1959 2022-02-09 06:02:23,538 - mmaction - INFO - Epoch [109][940/940] lr: 4.000e-02, eta: 2 days, 2:29:55, time: 1.116, data_time: 0.062, memory: 9497, top1_acc: 0.5059, top5_acc: 0.7360, loss_cls: 2.1692, loss: 2.1692, grad_norm: 2.2654 2022-02-09 06:05:06,864 - mmaction - INFO - Epoch [110][20/940] lr: 4.000e-02, eta: 2 days, 2:32:23, time: 7.753, data_time: 6.385, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7402, loss_cls: 2.1545, loss: 2.1545, grad_norm: 2.2361 2022-02-09 06:05:29,950 - mmaction - INFO - Epoch [110][40/940] lr: 4.000e-02, eta: 2 days, 2:31:52, time: 1.154, data_time: 0.044, memory: 9497, top1_acc: 0.4979, top5_acc: 0.7324, loss_cls: 2.1779, loss: 2.1779, grad_norm: 2.2000 2022-02-09 06:05:53,168 - mmaction - INFO - Epoch [110][60/940] lr: 4.000e-02, eta: 2 days, 2:31:21, time: 1.161, data_time: 0.045, memory: 9497, top1_acc: 0.5123, top5_acc: 0.7486, loss_cls: 2.1165, loss: 2.1165, grad_norm: 2.2289 2022-02-09 06:06:16,383 - mmaction - INFO - Epoch [110][80/940] lr: 4.000e-02, eta: 2 days, 2:30:51, time: 1.161, data_time: 0.046, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7408, loss_cls: 2.1363, loss: 2.1363, grad_norm: 2.1908 2022-02-09 06:06:39,753 - mmaction - INFO - Epoch [110][100/940] lr: 4.000e-02, eta: 2 days, 2:30:21, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.5080, top5_acc: 0.7459, loss_cls: 2.1434, loss: 2.1434, grad_norm: 2.2200 2022-02-09 06:07:03,067 - mmaction - INFO - Epoch [110][120/940] lr: 4.000e-02, eta: 2 days, 2:29:50, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.5188, top5_acc: 0.7441, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.2074 2022-02-09 06:07:26,290 - mmaction - INFO - Epoch [110][140/940] lr: 4.000e-02, eta: 2 days, 2:29:20, time: 1.161, data_time: 0.050, memory: 9497, top1_acc: 0.5037, top5_acc: 0.7404, loss_cls: 2.1551, loss: 2.1551, grad_norm: 2.2369 2022-02-09 06:07:49,586 - mmaction - INFO - Epoch [110][160/940] lr: 4.000e-02, eta: 2 days, 2:28:49, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.4947, top5_acc: 0.7430, loss_cls: 2.1634, loss: 2.1634, grad_norm: 2.2499 2022-02-09 06:08:12,874 - mmaction - INFO - Epoch [110][180/940] lr: 4.000e-02, eta: 2 days, 2:28:19, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.5043, top5_acc: 0.7363, loss_cls: 2.1536, loss: 2.1536, grad_norm: 2.2018 2022-02-09 06:08:36,290 - mmaction - INFO - Epoch [110][200/940] lr: 4.000e-02, eta: 2 days, 2:27:49, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.5012, top5_acc: 0.7398, loss_cls: 2.1500, loss: 2.1500, grad_norm: 2.2132 2022-02-09 06:08:59,682 - mmaction - INFO - Epoch [110][220/940] lr: 4.000e-02, eta: 2 days, 2:27:18, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.5006, top5_acc: 0.7336, loss_cls: 2.1597, loss: 2.1597, grad_norm: 2.2122 2022-02-09 06:09:23,044 - mmaction - INFO - Epoch [110][240/940] lr: 4.000e-02, eta: 2 days, 2:26:48, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.4988, top5_acc: 0.7412, loss_cls: 2.1474, loss: 2.1474, grad_norm: 2.2102 2022-02-09 06:09:46,369 - mmaction - INFO - Epoch [110][260/940] lr: 4.000e-02, eta: 2 days, 2:26:18, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.5062, top5_acc: 0.7365, loss_cls: 2.1427, loss: 2.1427, grad_norm: 2.2187 2022-02-09 06:10:09,865 - mmaction - INFO - Epoch [110][280/940] lr: 4.000e-02, eta: 2 days, 2:25:47, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5035, top5_acc: 0.7379, loss_cls: 2.1554, loss: 2.1554, grad_norm: 2.2182 2022-02-09 06:10:33,288 - mmaction - INFO - Epoch [110][300/940] lr: 4.000e-02, eta: 2 days, 2:25:17, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.5125, top5_acc: 0.7477, loss_cls: 2.1274, loss: 2.1274, grad_norm: 2.2197 2022-02-09 06:10:56,672 - mmaction - INFO - Epoch [110][320/940] lr: 4.000e-02, eta: 2 days, 2:24:47, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.4967, top5_acc: 0.7402, loss_cls: 2.1796, loss: 2.1796, grad_norm: 2.2321 2022-02-09 06:11:20,119 - mmaction - INFO - Epoch [110][340/940] lr: 4.000e-02, eta: 2 days, 2:24:17, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.4912, top5_acc: 0.7414, loss_cls: 2.1835, loss: 2.1835, grad_norm: 2.2324 2022-02-09 06:11:43,505 - mmaction - INFO - Epoch [110][360/940] lr: 4.000e-02, eta: 2 days, 2:23:46, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.5107, top5_acc: 0.7428, loss_cls: 2.1351, loss: 2.1351, grad_norm: 2.2167 2022-02-09 06:12:06,982 - mmaction - INFO - Epoch [110][380/940] lr: 4.000e-02, eta: 2 days, 2:23:16, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.4996, top5_acc: 0.7381, loss_cls: 2.1587, loss: 2.1587, grad_norm: 2.2347 2022-02-09 06:12:30,401 - mmaction - INFO - Epoch [110][400/940] lr: 4.000e-02, eta: 2 days, 2:22:46, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.5043, top5_acc: 0.7371, loss_cls: 2.1505, loss: 2.1505, grad_norm: 2.2242 2022-02-09 06:12:53,849 - mmaction - INFO - Epoch [110][420/940] lr: 4.000e-02, eta: 2 days, 2:22:16, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.4936, top5_acc: 0.7348, loss_cls: 2.1812, loss: 2.1812, grad_norm: 2.2667 2022-02-09 06:13:17,360 - mmaction - INFO - Epoch [110][440/940] lr: 4.000e-02, eta: 2 days, 2:21:46, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.4883, top5_acc: 0.7316, loss_cls: 2.2130, loss: 2.2130, grad_norm: 2.2228 2022-02-09 06:13:40,837 - mmaction - INFO - Epoch [110][460/940] lr: 4.000e-02, eta: 2 days, 2:21:16, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.5061, top5_acc: 0.7496, loss_cls: 2.1238, loss: 2.1238, grad_norm: 2.2179 2022-02-09 06:14:04,277 - mmaction - INFO - Epoch [110][480/940] lr: 4.000e-02, eta: 2 days, 2:20:45, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7406, loss_cls: 2.1258, loss: 2.1258, grad_norm: 2.2239 2022-02-09 06:14:27,765 - mmaction - INFO - Epoch [110][500/940] lr: 4.000e-02, eta: 2 days, 2:20:15, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.4975, top5_acc: 0.7424, loss_cls: 2.1553, loss: 2.1553, grad_norm: 2.2369 2022-02-09 06:14:51,263 - mmaction - INFO - Epoch [110][520/940] lr: 4.000e-02, eta: 2 days, 2:19:45, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.4957, top5_acc: 0.7377, loss_cls: 2.1604, loss: 2.1604, grad_norm: 2.2243 2022-02-09 06:15:14,648 - mmaction - INFO - Epoch [110][540/940] lr: 4.000e-02, eta: 2 days, 2:19:15, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.5023, top5_acc: 0.7395, loss_cls: 2.1396, loss: 2.1396, grad_norm: 2.2413 2022-02-09 06:15:38,157 - mmaction - INFO - Epoch [110][560/940] lr: 4.000e-02, eta: 2 days, 2:18:45, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5012, top5_acc: 0.7279, loss_cls: 2.2180, loss: 2.2180, grad_norm: 2.2272 2022-02-09 06:16:01,638 - mmaction - INFO - Epoch [110][580/940] lr: 4.000e-02, eta: 2 days, 2:18:15, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5035, top5_acc: 0.7316, loss_cls: 2.1811, loss: 2.1811, grad_norm: 2.2599 2022-02-09 06:16:25,162 - mmaction - INFO - Epoch [110][600/940] lr: 4.000e-02, eta: 2 days, 2:17:45, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5072, top5_acc: 0.7438, loss_cls: 2.1330, loss: 2.1330, grad_norm: 2.2080 2022-02-09 06:16:48,751 - mmaction - INFO - Epoch [110][620/940] lr: 4.000e-02, eta: 2 days, 2:17:15, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.4838, top5_acc: 0.7264, loss_cls: 2.2312, loss: 2.2312, grad_norm: 2.2633 2022-02-09 06:17:12,355 - mmaction - INFO - Epoch [110][640/940] lr: 4.000e-02, eta: 2 days, 2:16:45, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.4998, top5_acc: 0.7357, loss_cls: 2.1914, loss: 2.1914, grad_norm: 2.2216 2022-02-09 06:17:35,906 - mmaction - INFO - Epoch [110][660/940] lr: 4.000e-02, eta: 2 days, 2:16:15, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5078, top5_acc: 0.7340, loss_cls: 2.1728, loss: 2.1728, grad_norm: 2.2099 2022-02-09 06:17:59,512 - mmaction - INFO - Epoch [110][680/940] lr: 4.000e-02, eta: 2 days, 2:15:45, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7377, loss_cls: 2.1546, loss: 2.1546, grad_norm: 2.1986 2022-02-09 06:18:23,043 - mmaction - INFO - Epoch [110][700/940] lr: 4.000e-02, eta: 2 days, 2:15:15, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.4994, top5_acc: 0.7359, loss_cls: 2.1797, loss: 2.1797, grad_norm: 2.2356 2022-02-09 06:18:46,580 - mmaction - INFO - Epoch [110][720/940] lr: 4.000e-02, eta: 2 days, 2:14:45, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5018, top5_acc: 0.7467, loss_cls: 2.1595, loss: 2.1595, grad_norm: 2.2585 2022-02-09 06:19:10,164 - mmaction - INFO - Epoch [110][740/940] lr: 4.000e-02, eta: 2 days, 2:14:15, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.4879, top5_acc: 0.7232, loss_cls: 2.2213, loss: 2.2213, grad_norm: 2.2914 2022-02-09 06:19:33,790 - mmaction - INFO - Epoch [110][760/940] lr: 4.000e-02, eta: 2 days, 2:13:45, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7402, loss_cls: 2.1864, loss: 2.1864, grad_norm: 2.2504 2022-02-09 06:19:57,279 - mmaction - INFO - Epoch [110][780/940] lr: 4.000e-02, eta: 2 days, 2:13:15, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.4979, top5_acc: 0.7346, loss_cls: 2.1751, loss: 2.1751, grad_norm: 2.2534 2022-02-09 06:20:20,760 - mmaction - INFO - Epoch [110][800/940] lr: 4.000e-02, eta: 2 days, 2:12:45, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5107, top5_acc: 0.7512, loss_cls: 2.1009, loss: 2.1009, grad_norm: 2.2016 2022-02-09 06:20:44,302 - mmaction - INFO - Epoch [110][820/940] lr: 4.000e-02, eta: 2 days, 2:12:15, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.5031, top5_acc: 0.7334, loss_cls: 2.1756, loss: 2.1756, grad_norm: 2.2389 2022-02-09 06:21:07,887 - mmaction - INFO - Epoch [110][840/940] lr: 4.000e-02, eta: 2 days, 2:11:45, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.4969, top5_acc: 0.7340, loss_cls: 2.1949, loss: 2.1949, grad_norm: 2.2578 2022-02-09 06:21:31,558 - mmaction - INFO - Epoch [110][860/940] lr: 4.000e-02, eta: 2 days, 2:11:15, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.4996, top5_acc: 0.7389, loss_cls: 2.1888, loss: 2.1888, grad_norm: 2.2625 2022-02-09 06:21:55,143 - mmaction - INFO - Epoch [110][880/940] lr: 4.000e-02, eta: 2 days, 2:10:45, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.1904, loss: 2.1904, grad_norm: 2.1894 2022-02-09 06:22:18,662 - mmaction - INFO - Epoch [110][900/940] lr: 4.000e-02, eta: 2 days, 2:10:15, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.4865, top5_acc: 0.7307, loss_cls: 2.2146, loss: 2.2146, grad_norm: 2.2585 2022-02-09 06:22:42,344 - mmaction - INFO - Epoch [110][920/940] lr: 4.000e-02, eta: 2 days, 2:09:45, time: 1.185, data_time: 0.049, memory: 9497, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1680, loss: 2.1680, grad_norm: 2.2351 2022-02-09 06:23:04,773 - mmaction - INFO - Epoch [110][940/940] lr: 4.000e-02, eta: 2 days, 2:09:14, time: 1.122, data_time: 0.048, memory: 9497, top1_acc: 0.4919, top5_acc: 0.7330, loss_cls: 2.2189, loss: 2.2189, grad_norm: 2.2791 2022-02-09 06:23:06,881 - mmaction - INFO - Saving checkpoint at 110 epochs 2022-02-09 06:25:49,308 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 06:25:50,048 - mmaction - INFO - top1_acc 0.5590 top5_acc 0.8044 2022-02-09 06:25:50,048 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 06:25:50,083 - mmaction - INFO - mean_acc 0.5590 2022-02-09 06:25:50,084 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_100.pth was removed 2022-02-09 06:25:51,622 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_110.pth. 2022-02-09 06:25:51,622 - mmaction - INFO - Best top1_acc is 0.5590 at 110 epoch. 2022-02-09 06:25:51,630 - mmaction - INFO - Epoch(val) [110][78] top1_acc: 0.5590, top5_acc: 0.8044, mean_class_accuracy: 0.5590 2022-02-09 06:28:13,662 - mmaction - INFO - Epoch [111][20/940] lr: 4.000e-02, eta: 2 days, 2:11:21, time: 7.100, data_time: 5.521, memory: 9497, top1_acc: 0.5047, top5_acc: 0.7510, loss_cls: 2.0989, loss: 2.0989, grad_norm: 2.1968 2022-02-09 06:28:36,728 - mmaction - INFO - Epoch [111][40/940] lr: 4.000e-02, eta: 2 days, 2:10:50, time: 1.153, data_time: 0.047, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7430, loss_cls: 2.1280, loss: 2.1280, grad_norm: 2.2391 2022-02-09 06:28:59,782 - mmaction - INFO - Epoch [111][60/940] lr: 4.000e-02, eta: 2 days, 2:10:20, time: 1.153, data_time: 0.042, memory: 9497, top1_acc: 0.5006, top5_acc: 0.7373, loss_cls: 2.1681, loss: 2.1681, grad_norm: 2.2513 2022-02-09 06:29:22,800 - mmaction - INFO - Epoch [111][80/940] lr: 4.000e-02, eta: 2 days, 2:09:49, time: 1.151, data_time: 0.044, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7523, loss_cls: 2.1039, loss: 2.1039, grad_norm: 2.2168 2022-02-09 06:29:46,062 - mmaction - INFO - Epoch [111][100/940] lr: 4.000e-02, eta: 2 days, 2:09:18, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.5100, top5_acc: 0.7422, loss_cls: 2.1351, loss: 2.1351, grad_norm: 2.2658 2022-02-09 06:30:09,368 - mmaction - INFO - Epoch [111][120/940] lr: 4.000e-02, eta: 2 days, 2:08:48, time: 1.165, data_time: 0.041, memory: 9497, top1_acc: 0.5057, top5_acc: 0.7410, loss_cls: 2.1491, loss: 2.1491, grad_norm: 2.2594 2022-02-09 06:30:32,730 - mmaction - INFO - Epoch [111][140/940] lr: 4.000e-02, eta: 2 days, 2:08:18, time: 1.168, data_time: 0.045, memory: 9497, top1_acc: 0.5135, top5_acc: 0.7396, loss_cls: 2.1359, loss: 2.1359, grad_norm: 2.2624 2022-02-09 06:30:56,074 - mmaction - INFO - Epoch [111][160/940] lr: 4.000e-02, eta: 2 days, 2:07:48, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7420, loss_cls: 2.1696, loss: 2.1696, grad_norm: 2.2426 2022-02-09 06:31:19,402 - mmaction - INFO - Epoch [111][180/940] lr: 4.000e-02, eta: 2 days, 2:07:17, time: 1.167, data_time: 0.047, memory: 9497, top1_acc: 0.5062, top5_acc: 0.7402, loss_cls: 2.1351, loss: 2.1351, grad_norm: 2.2630 2022-02-09 06:31:42,752 - mmaction - INFO - Epoch [111][200/940] lr: 4.000e-02, eta: 2 days, 2:06:47, time: 1.168, data_time: 0.045, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7449, loss_cls: 2.1339, loss: 2.1339, grad_norm: 2.2137 2022-02-09 06:32:06,180 - mmaction - INFO - Epoch [111][220/940] lr: 4.000e-02, eta: 2 days, 2:06:17, time: 1.171, data_time: 0.045, memory: 9497, top1_acc: 0.5309, top5_acc: 0.7520, loss_cls: 2.0721, loss: 2.0721, grad_norm: 2.2272 2022-02-09 06:32:29,551 - mmaction - INFO - Epoch [111][240/940] lr: 4.000e-02, eta: 2 days, 2:05:47, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.5002, top5_acc: 0.7422, loss_cls: 2.1597, loss: 2.1597, grad_norm: 2.2664 2022-02-09 06:32:52,963 - mmaction - INFO - Epoch [111][260/940] lr: 4.000e-02, eta: 2 days, 2:05:16, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.4838, top5_acc: 0.7227, loss_cls: 2.2416, loss: 2.2416, grad_norm: 2.2646 2022-02-09 06:33:16,279 - mmaction - INFO - Epoch [111][280/940] lr: 4.000e-02, eta: 2 days, 2:04:46, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7451, loss_cls: 2.1296, loss: 2.1296, grad_norm: 2.2232 2022-02-09 06:33:39,721 - mmaction - INFO - Epoch [111][300/940] lr: 4.000e-02, eta: 2 days, 2:04:16, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.4963, top5_acc: 0.7402, loss_cls: 2.1454, loss: 2.1454, grad_norm: 2.2913 2022-02-09 06:34:03,133 - mmaction - INFO - Epoch [111][320/940] lr: 4.000e-02, eta: 2 days, 2:03:46, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.4996, top5_acc: 0.7334, loss_cls: 2.2047, loss: 2.2047, grad_norm: 2.2415 2022-02-09 06:34:26,529 - mmaction - INFO - Epoch [111][340/940] lr: 4.000e-02, eta: 2 days, 2:03:16, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.5039, top5_acc: 0.7461, loss_cls: 2.1431, loss: 2.1431, grad_norm: 2.2137 2022-02-09 06:34:50,061 - mmaction - INFO - Epoch [111][360/940] lr: 4.000e-02, eta: 2 days, 2:02:46, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7426, loss_cls: 2.1300, loss: 2.1300, grad_norm: 2.2556 2022-02-09 06:35:13,447 - mmaction - INFO - Epoch [111][380/940] lr: 4.000e-02, eta: 2 days, 2:02:15, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.5061, top5_acc: 0.7363, loss_cls: 2.1605, loss: 2.1605, grad_norm: 2.2223 2022-02-09 06:35:36,925 - mmaction - INFO - Epoch [111][400/940] lr: 4.000e-02, eta: 2 days, 2:01:45, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.4930, top5_acc: 0.7314, loss_cls: 2.1944, loss: 2.1944, grad_norm: 2.3239 2022-02-09 06:36:00,426 - mmaction - INFO - Epoch [111][420/940] lr: 4.000e-02, eta: 2 days, 2:01:15, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.4902, top5_acc: 0.7291, loss_cls: 2.2125, loss: 2.2125, grad_norm: 2.2298 2022-02-09 06:36:23,900 - mmaction - INFO - Epoch [111][440/940] lr: 4.000e-02, eta: 2 days, 2:00:45, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5018, top5_acc: 0.7383, loss_cls: 2.1796, loss: 2.1796, grad_norm: 2.2092 2022-02-09 06:36:47,382 - mmaction - INFO - Epoch [111][460/940] lr: 4.000e-02, eta: 2 days, 2:00:15, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.4939, top5_acc: 0.7342, loss_cls: 2.1793, loss: 2.1793, grad_norm: 2.2480 2022-02-09 06:37:10,828 - mmaction - INFO - Epoch [111][480/940] lr: 4.000e-02, eta: 2 days, 1:59:45, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5113, top5_acc: 0.7441, loss_cls: 2.1257, loss: 2.1257, grad_norm: 2.2431 2022-02-09 06:37:34,277 - mmaction - INFO - Epoch [111][500/940] lr: 4.000e-02, eta: 2 days, 1:59:15, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.4920, top5_acc: 0.7309, loss_cls: 2.1888, loss: 2.1888, grad_norm: 2.2321 2022-02-09 06:37:57,769 - mmaction - INFO - Epoch [111][520/940] lr: 4.000e-02, eta: 2 days, 1:58:45, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.4988, top5_acc: 0.7334, loss_cls: 2.1799, loss: 2.1799, grad_norm: 2.2171 2022-02-09 06:38:21,251 - mmaction - INFO - Epoch [111][540/940] lr: 4.000e-02, eta: 2 days, 1:58:15, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.5068, top5_acc: 0.7486, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.2428 2022-02-09 06:38:44,724 - mmaction - INFO - Epoch [111][560/940] lr: 4.000e-02, eta: 2 days, 1:57:45, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5062, top5_acc: 0.7449, loss_cls: 2.1222, loss: 2.1222, grad_norm: 2.2684 2022-02-09 06:39:08,217 - mmaction - INFO - Epoch [111][580/940] lr: 4.000e-02, eta: 2 days, 1:57:15, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.4992, top5_acc: 0.7330, loss_cls: 2.1766, loss: 2.1766, grad_norm: 2.2946 2022-02-09 06:39:31,723 - mmaction - INFO - Epoch [111][600/940] lr: 4.000e-02, eta: 2 days, 1:56:45, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5014, top5_acc: 0.7387, loss_cls: 2.1431, loss: 2.1431, grad_norm: 2.2338 2022-02-09 06:39:55,272 - mmaction - INFO - Epoch [111][620/940] lr: 4.000e-02, eta: 2 days, 1:56:15, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.4971, top5_acc: 0.7311, loss_cls: 2.2074, loss: 2.2074, grad_norm: 2.2642 2022-02-09 06:40:18,937 - mmaction - INFO - Epoch [111][640/940] lr: 4.000e-02, eta: 2 days, 1:55:45, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.4971, top5_acc: 0.7418, loss_cls: 2.1800, loss: 2.1800, grad_norm: 2.2877 2022-02-09 06:40:42,545 - mmaction - INFO - Epoch [111][660/940] lr: 4.000e-02, eta: 2 days, 1:55:15, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.5010, top5_acc: 0.7367, loss_cls: 2.1426, loss: 2.1426, grad_norm: 2.2401 2022-02-09 06:41:06,057 - mmaction - INFO - Epoch [111][680/940] lr: 4.000e-02, eta: 2 days, 1:54:45, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7393, loss_cls: 2.1395, loss: 2.1395, grad_norm: 2.2494 2022-02-09 06:41:29,741 - mmaction - INFO - Epoch [111][700/940] lr: 4.000e-02, eta: 2 days, 1:54:15, time: 1.184, data_time: 0.053, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7410, loss_cls: 2.1351, loss: 2.1351, grad_norm: 2.2490 2022-02-09 06:41:53,315 - mmaction - INFO - Epoch [111][720/940] lr: 4.000e-02, eta: 2 days, 1:53:45, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.5029, top5_acc: 0.7492, loss_cls: 2.1277, loss: 2.1277, grad_norm: 2.2483 2022-02-09 06:42:16,803 - mmaction - INFO - Epoch [111][740/940] lr: 4.000e-02, eta: 2 days, 1:53:15, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.5041, top5_acc: 0.7387, loss_cls: 2.1571, loss: 2.1571, grad_norm: 2.2687 2022-02-09 06:42:40,361 - mmaction - INFO - Epoch [111][760/940] lr: 4.000e-02, eta: 2 days, 1:52:45, time: 1.178, data_time: 0.047, memory: 9497, top1_acc: 0.5029, top5_acc: 0.7373, loss_cls: 2.1546, loss: 2.1546, grad_norm: 2.2565 2022-02-09 06:43:03,881 - mmaction - INFO - Epoch [111][780/940] lr: 4.000e-02, eta: 2 days, 1:52:16, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5033, top5_acc: 0.7357, loss_cls: 2.1668, loss: 2.1668, grad_norm: 2.2428 2022-02-09 06:43:27,259 - mmaction - INFO - Epoch [111][800/940] lr: 4.000e-02, eta: 2 days, 1:51:45, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.4986, top5_acc: 0.7385, loss_cls: 2.1673, loss: 2.1673, grad_norm: 2.2701 2022-02-09 06:43:50,812 - mmaction - INFO - Epoch [111][820/940] lr: 4.000e-02, eta: 2 days, 1:51:15, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5002, top5_acc: 0.7336, loss_cls: 2.1918, loss: 2.1918, grad_norm: 2.2601 2022-02-09 06:44:14,297 - mmaction - INFO - Epoch [111][840/940] lr: 4.000e-02, eta: 2 days, 1:50:45, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.4957, top5_acc: 0.7244, loss_cls: 2.2157, loss: 2.2157, grad_norm: 2.2549 2022-02-09 06:44:37,883 - mmaction - INFO - Epoch [111][860/940] lr: 4.000e-02, eta: 2 days, 1:50:16, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7441, loss_cls: 2.1804, loss: 2.1804, grad_norm: 2.2806 2022-02-09 06:45:01,409 - mmaction - INFO - Epoch [111][880/940] lr: 4.000e-02, eta: 2 days, 1:49:46, time: 1.176, data_time: 0.046, memory: 9497, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.1558, loss: 2.1558, grad_norm: 2.2446 2022-02-09 06:45:24,932 - mmaction - INFO - Epoch [111][900/940] lr: 4.000e-02, eta: 2 days, 1:49:16, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7439, loss_cls: 2.1362, loss: 2.1362, grad_norm: 2.2177 2022-02-09 06:45:48,488 - mmaction - INFO - Epoch [111][920/940] lr: 4.000e-02, eta: 2 days, 1:48:46, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7406, loss_cls: 2.1416, loss: 2.1416, grad_norm: 2.2477 2022-02-09 06:46:10,892 - mmaction - INFO - Epoch [111][940/940] lr: 4.000e-02, eta: 2 days, 1:48:14, time: 1.121, data_time: 0.055, memory: 9497, top1_acc: 0.5018, top5_acc: 0.7348, loss_cls: 2.1684, loss: 2.1684, grad_norm: 2.2567 2022-02-09 06:49:11,462 - mmaction - INFO - Epoch [112][20/940] lr: 4.000e-02, eta: 2 days, 1:51:02, time: 8.749, data_time: 7.476, memory: 9497, top1_acc: 0.5102, top5_acc: 0.7316, loss_cls: 2.1403, loss: 2.1403, grad_norm: 2.2431 2022-02-09 06:49:34,439 - mmaction - INFO - Epoch [112][40/940] lr: 4.000e-02, eta: 2 days, 1:50:31, time: 1.149, data_time: 0.046, memory: 9497, top1_acc: 0.5199, top5_acc: 0.7469, loss_cls: 2.0899, loss: 2.0899, grad_norm: 2.2418 2022-02-09 06:49:57,639 - mmaction - INFO - Epoch [112][60/940] lr: 4.000e-02, eta: 2 days, 1:50:01, time: 1.160, data_time: 0.044, memory: 9497, top1_acc: 0.5014, top5_acc: 0.7371, loss_cls: 2.1441, loss: 2.1441, grad_norm: 2.2490 2022-02-09 06:50:22,587 - mmaction - INFO - Epoch [112][80/940] lr: 4.000e-02, eta: 2 days, 1:49:33, time: 1.247, data_time: 0.043, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7402, loss_cls: 2.1335, loss: 2.1335, grad_norm: 2.2614 2022-02-09 06:50:45,827 - mmaction - INFO - Epoch [112][100/940] lr: 4.000e-02, eta: 2 days, 1:49:02, time: 1.162, data_time: 0.050, memory: 9497, top1_acc: 0.5158, top5_acc: 0.7486, loss_cls: 2.0976, loss: 2.0976, grad_norm: 2.2450 2022-02-09 06:51:09,087 - mmaction - INFO - Epoch [112][120/940] lr: 4.000e-02, eta: 2 days, 1:48:32, time: 1.163, data_time: 0.049, memory: 9497, top1_acc: 0.4994, top5_acc: 0.7393, loss_cls: 2.1294, loss: 2.1294, grad_norm: 2.2431 2022-02-09 06:51:32,577 - mmaction - INFO - Epoch [112][140/940] lr: 4.000e-02, eta: 2 days, 1:48:02, time: 1.174, data_time: 0.044, memory: 9497, top1_acc: 0.5061, top5_acc: 0.7514, loss_cls: 2.1006, loss: 2.1006, grad_norm: 2.2461 2022-02-09 06:51:55,979 - mmaction - INFO - Epoch [112][160/940] lr: 4.000e-02, eta: 2 days, 1:47:32, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.5207, top5_acc: 0.7572, loss_cls: 2.0789, loss: 2.0789, grad_norm: 2.2850 2022-02-09 06:52:19,353 - mmaction - INFO - Epoch [112][180/940] lr: 4.000e-02, eta: 2 days, 1:47:02, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.5094, top5_acc: 0.7393, loss_cls: 2.1410, loss: 2.1410, grad_norm: 2.2822 2022-02-09 06:52:42,670 - mmaction - INFO - Epoch [112][200/940] lr: 4.000e-02, eta: 2 days, 1:46:31, time: 1.166, data_time: 0.047, memory: 9497, top1_acc: 0.4939, top5_acc: 0.7279, loss_cls: 2.2011, loss: 2.2011, grad_norm: 2.2670 2022-02-09 06:53:05,964 - mmaction - INFO - Epoch [112][220/940] lr: 4.000e-02, eta: 2 days, 1:46:01, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.5033, top5_acc: 0.7396, loss_cls: 2.1414, loss: 2.1414, grad_norm: 2.2989 2022-02-09 06:53:29,370 - mmaction - INFO - Epoch [112][240/940] lr: 4.000e-02, eta: 2 days, 1:45:31, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.4930, top5_acc: 0.7363, loss_cls: 2.1904, loss: 2.1904, grad_norm: 2.3308 2022-02-09 06:53:52,773 - mmaction - INFO - Epoch [112][260/940] lr: 4.000e-02, eta: 2 days, 1:45:01, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.4992, top5_acc: 0.7396, loss_cls: 2.1546, loss: 2.1546, grad_norm: 2.2929 2022-02-09 06:54:16,190 - mmaction - INFO - Epoch [112][280/940] lr: 4.000e-02, eta: 2 days, 1:44:31, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.5049, top5_acc: 0.7424, loss_cls: 2.1358, loss: 2.1358, grad_norm: 2.2415 2022-02-09 06:54:39,574 - mmaction - INFO - Epoch [112][300/940] lr: 4.000e-02, eta: 2 days, 1:44:01, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7557, loss_cls: 2.0775, loss: 2.0775, grad_norm: 2.2634 2022-02-09 06:55:03,008 - mmaction - INFO - Epoch [112][320/940] lr: 4.000e-02, eta: 2 days, 1:43:31, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.4932, top5_acc: 0.7334, loss_cls: 2.1849, loss: 2.1849, grad_norm: 2.3247 2022-02-09 06:55:26,399 - mmaction - INFO - Epoch [112][340/940] lr: 4.000e-02, eta: 2 days, 1:43:00, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7480, loss_cls: 2.1033, loss: 2.1033, grad_norm: 2.2736 2022-02-09 06:55:49,874 - mmaction - INFO - Epoch [112][360/940] lr: 4.000e-02, eta: 2 days, 1:42:30, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7488, loss_cls: 2.1218, loss: 2.1218, grad_norm: 2.3189 2022-02-09 06:56:13,374 - mmaction - INFO - Epoch [112][380/940] lr: 4.000e-02, eta: 2 days, 1:42:00, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.4973, top5_acc: 0.7348, loss_cls: 2.1558, loss: 2.1558, grad_norm: 2.2839 2022-02-09 06:56:36,866 - mmaction - INFO - Epoch [112][400/940] lr: 4.000e-02, eta: 2 days, 1:41:30, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5004, top5_acc: 0.7402, loss_cls: 2.1662, loss: 2.1662, grad_norm: 2.2650 2022-02-09 06:57:00,412 - mmaction - INFO - Epoch [112][420/940] lr: 4.000e-02, eta: 2 days, 1:41:00, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1591, loss: 2.1591, grad_norm: 2.2845 2022-02-09 06:57:23,893 - mmaction - INFO - Epoch [112][440/940] lr: 4.000e-02, eta: 2 days, 1:40:30, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.5002, top5_acc: 0.7371, loss_cls: 2.1802, loss: 2.1802, grad_norm: 2.3075 2022-02-09 06:57:47,462 - mmaction - INFO - Epoch [112][460/940] lr: 4.000e-02, eta: 2 days, 1:40:01, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.4980, top5_acc: 0.7410, loss_cls: 2.1523, loss: 2.1523, grad_norm: 2.3127 2022-02-09 06:58:10,937 - mmaction - INFO - Epoch [112][480/940] lr: 4.000e-02, eta: 2 days, 1:39:31, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.5107, top5_acc: 0.7506, loss_cls: 2.1245, loss: 2.1245, grad_norm: 2.2970 2022-02-09 06:58:34,430 - mmaction - INFO - Epoch [112][500/940] lr: 4.000e-02, eta: 2 days, 1:39:01, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.4975, top5_acc: 0.7311, loss_cls: 2.2046, loss: 2.2046, grad_norm: 2.2427 2022-02-09 06:58:57,852 - mmaction - INFO - Epoch [112][520/940] lr: 4.000e-02, eta: 2 days, 1:38:30, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5098, top5_acc: 0.7330, loss_cls: 2.1399, loss: 2.1399, grad_norm: 2.2649 2022-02-09 06:59:21,299 - mmaction - INFO - Epoch [112][540/940] lr: 4.000e-02, eta: 2 days, 1:38:00, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.4969, top5_acc: 0.7363, loss_cls: 2.1866, loss: 2.1866, grad_norm: 2.3212 2022-02-09 06:59:44,798 - mmaction - INFO - Epoch [112][560/940] lr: 4.000e-02, eta: 2 days, 1:37:30, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.5105, top5_acc: 0.7479, loss_cls: 2.1319, loss: 2.1319, grad_norm: 2.2873 2022-02-09 07:00:08,201 - mmaction - INFO - Epoch [112][580/940] lr: 4.000e-02, eta: 2 days, 1:37:00, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7516, loss_cls: 2.0929, loss: 2.0929, grad_norm: 2.2374 2022-02-09 07:00:31,819 - mmaction - INFO - Epoch [112][600/940] lr: 4.000e-02, eta: 2 days, 1:36:31, time: 1.182, data_time: 0.064, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7422, loss_cls: 2.1426, loss: 2.1426, grad_norm: 2.2385 2022-02-09 07:00:55,372 - mmaction - INFO - Epoch [112][620/940] lr: 4.000e-02, eta: 2 days, 1:36:01, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.1973, loss: 2.1973, grad_norm: 2.3135 2022-02-09 07:01:18,869 - mmaction - INFO - Epoch [112][640/940] lr: 4.000e-02, eta: 2 days, 1:35:31, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.5062, top5_acc: 0.7389, loss_cls: 2.1725, loss: 2.1725, grad_norm: 2.2856 2022-02-09 07:01:42,376 - mmaction - INFO - Epoch [112][660/940] lr: 4.000e-02, eta: 2 days, 1:35:01, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5152, top5_acc: 0.7461, loss_cls: 2.1175, loss: 2.1175, grad_norm: 2.2377 2022-02-09 07:02:06,007 - mmaction - INFO - Epoch [112][680/940] lr: 4.000e-02, eta: 2 days, 1:34:31, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.4992, top5_acc: 0.7385, loss_cls: 2.1659, loss: 2.1659, grad_norm: 2.2949 2022-02-09 07:02:29,575 - mmaction - INFO - Epoch [112][700/940] lr: 4.000e-02, eta: 2 days, 1:34:01, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.5080, top5_acc: 0.7320, loss_cls: 2.1722, loss: 2.1722, grad_norm: 2.2852 2022-02-09 07:02:52,977 - mmaction - INFO - Epoch [112][720/940] lr: 4.000e-02, eta: 2 days, 1:33:31, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.5078, top5_acc: 0.7412, loss_cls: 2.1398, loss: 2.1398, grad_norm: 2.3138 2022-02-09 07:03:16,493 - mmaction - INFO - Epoch [112][740/940] lr: 4.000e-02, eta: 2 days, 1:33:01, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.4936, top5_acc: 0.7301, loss_cls: 2.2081, loss: 2.2081, grad_norm: 2.3151 2022-02-09 07:03:40,077 - mmaction - INFO - Epoch [112][760/940] lr: 4.000e-02, eta: 2 days, 1:32:31, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.4998, top5_acc: 0.7281, loss_cls: 2.1914, loss: 2.1914, grad_norm: 2.2774 2022-02-09 07:04:03,630 - mmaction - INFO - Epoch [112][780/940] lr: 4.000e-02, eta: 2 days, 1:32:01, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.5064, top5_acc: 0.7377, loss_cls: 2.1807, loss: 2.1807, grad_norm: 2.2737 2022-02-09 07:04:27,218 - mmaction - INFO - Epoch [112][800/940] lr: 4.000e-02, eta: 2 days, 1:31:31, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.5010, top5_acc: 0.7365, loss_cls: 2.1720, loss: 2.1720, grad_norm: 2.2864 2022-02-09 07:04:50,666 - mmaction - INFO - Epoch [112][820/940] lr: 4.000e-02, eta: 2 days, 1:31:01, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7486, loss_cls: 2.1439, loss: 2.1439, grad_norm: 2.2985 2022-02-09 07:05:14,200 - mmaction - INFO - Epoch [112][840/940] lr: 4.000e-02, eta: 2 days, 1:30:32, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.4980, top5_acc: 0.7377, loss_cls: 2.1877, loss: 2.1877, grad_norm: 2.2921 2022-02-09 07:05:37,828 - mmaction - INFO - Epoch [112][860/940] lr: 4.000e-02, eta: 2 days, 1:30:02, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.4977, top5_acc: 0.7375, loss_cls: 2.1547, loss: 2.1547, grad_norm: 2.2583 2022-02-09 07:06:01,384 - mmaction - INFO - Epoch [112][880/940] lr: 4.000e-02, eta: 2 days, 1:29:32, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5127, top5_acc: 0.7500, loss_cls: 2.1219, loss: 2.1219, grad_norm: 2.2727 2022-02-09 07:06:24,851 - mmaction - INFO - Epoch [112][900/940] lr: 4.000e-02, eta: 2 days, 1:29:02, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7365, loss_cls: 2.1855, loss: 2.1855, grad_norm: 2.3024 2022-02-09 07:06:48,362 - mmaction - INFO - Epoch [112][920/940] lr: 4.000e-02, eta: 2 days, 1:28:32, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5002, top5_acc: 0.7396, loss_cls: 2.1832, loss: 2.1832, grad_norm: 2.2911 2022-02-09 07:07:10,671 - mmaction - INFO - Epoch [112][940/940] lr: 4.000e-02, eta: 2 days, 1:28:01, time: 1.116, data_time: 0.060, memory: 9497, top1_acc: 0.4976, top5_acc: 0.7295, loss_cls: 2.2208, loss: 2.2208, grad_norm: 2.3131 2022-02-09 07:09:31,089 - mmaction - INFO - Epoch [113][20/940] lr: 4.000e-02, eta: 2 days, 1:29:58, time: 6.918, data_time: 5.754, memory: 9497, top1_acc: 0.4928, top5_acc: 0.7387, loss_cls: 2.1580, loss: 2.1580, grad_norm: 2.2742 2022-02-09 07:09:54,174 - mmaction - INFO - Epoch [113][40/940] lr: 4.000e-02, eta: 2 days, 1:29:28, time: 1.155, data_time: 0.051, memory: 9497, top1_acc: 0.5113, top5_acc: 0.7443, loss_cls: 2.1419, loss: 2.1419, grad_norm: 2.2666 2022-02-09 07:10:17,235 - mmaction - INFO - Epoch [113][60/940] lr: 4.000e-02, eta: 2 days, 1:28:57, time: 1.154, data_time: 0.045, memory: 9497, top1_acc: 0.5119, top5_acc: 0.7484, loss_cls: 2.1081, loss: 2.1081, grad_norm: 2.3040 2022-02-09 07:10:40,473 - mmaction - INFO - Epoch [113][80/940] lr: 4.000e-02, eta: 2 days, 1:28:27, time: 1.162, data_time: 0.048, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7379, loss_cls: 2.1416, loss: 2.1416, grad_norm: 2.3320 2022-02-09 07:11:03,684 - mmaction - INFO - Epoch [113][100/940] lr: 4.000e-02, eta: 2 days, 1:27:57, time: 1.161, data_time: 0.049, memory: 9497, top1_acc: 0.5061, top5_acc: 0.7461, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.3242 2022-02-09 07:11:26,931 - mmaction - INFO - Epoch [113][120/940] lr: 4.000e-02, eta: 2 days, 1:27:26, time: 1.162, data_time: 0.047, memory: 9497, top1_acc: 0.5016, top5_acc: 0.7326, loss_cls: 2.1798, loss: 2.1798, grad_norm: 2.3206 2022-02-09 07:11:50,234 - mmaction - INFO - Epoch [113][140/940] lr: 4.000e-02, eta: 2 days, 1:26:56, time: 1.166, data_time: 0.047, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1541, loss: 2.1541, grad_norm: 2.2902 2022-02-09 07:12:13,545 - mmaction - INFO - Epoch [113][160/940] lr: 4.000e-02, eta: 2 days, 1:26:26, time: 1.165, data_time: 0.051, memory: 9497, top1_acc: 0.5115, top5_acc: 0.7424, loss_cls: 2.1345, loss: 2.1345, grad_norm: 2.2895 2022-02-09 07:12:36,760 - mmaction - INFO - Epoch [113][180/940] lr: 4.000e-02, eta: 2 days, 1:25:56, time: 1.161, data_time: 0.052, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7402, loss_cls: 2.1525, loss: 2.1525, grad_norm: 2.2858 2022-02-09 07:13:00,161 - mmaction - INFO - Epoch [113][200/940] lr: 4.000e-02, eta: 2 days, 1:25:25, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.5137, top5_acc: 0.7441, loss_cls: 2.1311, loss: 2.1311, grad_norm: 2.3153 2022-02-09 07:13:23,488 - mmaction - INFO - Epoch [113][220/940] lr: 4.000e-02, eta: 2 days, 1:24:55, time: 1.166, data_time: 0.045, memory: 9497, top1_acc: 0.5037, top5_acc: 0.7418, loss_cls: 2.1513, loss: 2.1513, grad_norm: 2.3325 2022-02-09 07:13:46,825 - mmaction - INFO - Epoch [113][240/940] lr: 4.000e-02, eta: 2 days, 1:24:25, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.5010, top5_acc: 0.7439, loss_cls: 2.1688, loss: 2.1688, grad_norm: 2.3564 2022-02-09 07:14:10,260 - mmaction - INFO - Epoch [113][260/940] lr: 4.000e-02, eta: 2 days, 1:23:55, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5043, top5_acc: 0.7357, loss_cls: 2.1591, loss: 2.1591, grad_norm: 2.2839 2022-02-09 07:14:33,763 - mmaction - INFO - Epoch [113][280/940] lr: 4.000e-02, eta: 2 days, 1:23:25, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5047, top5_acc: 0.7291, loss_cls: 2.2093, loss: 2.2093, grad_norm: 2.3081 2022-02-09 07:14:57,206 - mmaction - INFO - Epoch [113][300/940] lr: 4.000e-02, eta: 2 days, 1:22:55, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.5049, top5_acc: 0.7416, loss_cls: 2.1525, loss: 2.1525, grad_norm: 2.2585 2022-02-09 07:15:20,670 - mmaction - INFO - Epoch [113][320/940] lr: 4.000e-02, eta: 2 days, 1:22:25, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.4957, top5_acc: 0.7344, loss_cls: 2.1969, loss: 2.1969, grad_norm: 2.2855 2022-02-09 07:15:44,117 - mmaction - INFO - Epoch [113][340/940] lr: 4.000e-02, eta: 2 days, 1:21:55, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5113, top5_acc: 0.7475, loss_cls: 2.1291, loss: 2.1291, grad_norm: 2.2869 2022-02-09 07:16:07,536 - mmaction - INFO - Epoch [113][360/940] lr: 4.000e-02, eta: 2 days, 1:21:25, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7385, loss_cls: 2.1303, loss: 2.1303, grad_norm: 2.2625 2022-02-09 07:16:31,043 - mmaction - INFO - Epoch [113][380/940] lr: 4.000e-02, eta: 2 days, 1:20:55, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5068, top5_acc: 0.7408, loss_cls: 2.1658, loss: 2.1658, grad_norm: 2.3282 2022-02-09 07:16:54,603 - mmaction - INFO - Epoch [113][400/940] lr: 4.000e-02, eta: 2 days, 1:20:25, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5100, top5_acc: 0.7447, loss_cls: 2.1454, loss: 2.1454, grad_norm: 2.3380 2022-02-09 07:17:17,987 - mmaction - INFO - Epoch [113][420/940] lr: 4.000e-02, eta: 2 days, 1:19:55, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.4973, top5_acc: 0.7385, loss_cls: 2.1605, loss: 2.1605, grad_norm: 2.2846 2022-02-09 07:17:41,481 - mmaction - INFO - Epoch [113][440/940] lr: 4.000e-02, eta: 2 days, 1:19:25, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5070, top5_acc: 0.7447, loss_cls: 2.1424, loss: 2.1424, grad_norm: 2.3566 2022-02-09 07:18:05,027 - mmaction - INFO - Epoch [113][460/940] lr: 4.000e-02, eta: 2 days, 1:18:56, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5031, top5_acc: 0.7348, loss_cls: 2.1787, loss: 2.1787, grad_norm: 2.3208 2022-02-09 07:18:28,530 - mmaction - INFO - Epoch [113][480/940] lr: 4.000e-02, eta: 2 days, 1:18:26, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.5029, top5_acc: 0.7352, loss_cls: 2.1641, loss: 2.1641, grad_norm: 2.2838 2022-02-09 07:18:51,975 - mmaction - INFO - Epoch [113][500/940] lr: 4.000e-02, eta: 2 days, 1:17:56, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7432, loss_cls: 2.1090, loss: 2.1090, grad_norm: 2.2921 2022-02-09 07:19:15,564 - mmaction - INFO - Epoch [113][520/940] lr: 4.000e-02, eta: 2 days, 1:17:26, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.4969, top5_acc: 0.7271, loss_cls: 2.2017, loss: 2.2017, grad_norm: 2.3337 2022-02-09 07:19:38,987 - mmaction - INFO - Epoch [113][540/940] lr: 4.000e-02, eta: 2 days, 1:16:56, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.5047, top5_acc: 0.7400, loss_cls: 2.1455, loss: 2.1455, grad_norm: 2.3127 2022-02-09 07:20:02,422 - mmaction - INFO - Epoch [113][560/940] lr: 4.000e-02, eta: 2 days, 1:16:26, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5115, top5_acc: 0.7408, loss_cls: 2.1334, loss: 2.1334, grad_norm: 2.3154 2022-02-09 07:20:25,896 - mmaction - INFO - Epoch [113][580/940] lr: 4.000e-02, eta: 2 days, 1:15:56, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.4951, top5_acc: 0.7361, loss_cls: 2.1637, loss: 2.1637, grad_norm: 2.3221 2022-02-09 07:20:49,297 - mmaction - INFO - Epoch [113][600/940] lr: 4.000e-02, eta: 2 days, 1:15:26, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.5066, top5_acc: 0.7318, loss_cls: 2.1696, loss: 2.1696, grad_norm: 2.3065 2022-02-09 07:21:12,764 - mmaction - INFO - Epoch [113][620/940] lr: 4.000e-02, eta: 2 days, 1:14:56, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.4945, top5_acc: 0.7334, loss_cls: 2.1955, loss: 2.1955, grad_norm: 2.3239 2022-02-09 07:21:36,348 - mmaction - INFO - Epoch [113][640/940] lr: 4.000e-02, eta: 2 days, 1:14:26, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7412, loss_cls: 2.1136, loss: 2.1136, grad_norm: 2.2898 2022-02-09 07:21:59,763 - mmaction - INFO - Epoch [113][660/940] lr: 4.000e-02, eta: 2 days, 1:13:56, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.5094, top5_acc: 0.7293, loss_cls: 2.1794, loss: 2.1794, grad_norm: 2.3322 2022-02-09 07:22:23,269 - mmaction - INFO - Epoch [113][680/940] lr: 4.000e-02, eta: 2 days, 1:13:26, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7309, loss_cls: 2.1758, loss: 2.1758, grad_norm: 2.2970 2022-02-09 07:22:46,799 - mmaction - INFO - Epoch [113][700/940] lr: 4.000e-02, eta: 2 days, 1:12:56, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7484, loss_cls: 2.1082, loss: 2.1082, grad_norm: 2.2718 2022-02-09 07:23:10,385 - mmaction - INFO - Epoch [113][720/940] lr: 4.000e-02, eta: 2 days, 1:12:27, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.5008, top5_acc: 0.7338, loss_cls: 2.1789, loss: 2.1789, grad_norm: 2.2783 2022-02-09 07:23:33,914 - mmaction - INFO - Epoch [113][740/940] lr: 4.000e-02, eta: 2 days, 1:11:57, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7457, loss_cls: 2.1397, loss: 2.1397, grad_norm: 2.2794 2022-02-09 07:23:57,339 - mmaction - INFO - Epoch [113][760/940] lr: 4.000e-02, eta: 2 days, 1:11:27, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.5035, top5_acc: 0.7363, loss_cls: 2.1560, loss: 2.1560, grad_norm: 2.3029 2022-02-09 07:24:20,817 - mmaction - INFO - Epoch [113][780/940] lr: 4.000e-02, eta: 2 days, 1:10:57, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5014, top5_acc: 0.7324, loss_cls: 2.1926, loss: 2.1926, grad_norm: 2.2788 2022-02-09 07:24:44,307 - mmaction - INFO - Epoch [113][800/940] lr: 4.000e-02, eta: 2 days, 1:10:27, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.5025, top5_acc: 0.7430, loss_cls: 2.1506, loss: 2.1506, grad_norm: 2.3459 2022-02-09 07:25:07,849 - mmaction - INFO - Epoch [113][820/940] lr: 4.000e-02, eta: 2 days, 1:09:57, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.5080, top5_acc: 0.7408, loss_cls: 2.1651, loss: 2.1651, grad_norm: 2.3202 2022-02-09 07:25:31,306 - mmaction - INFO - Epoch [113][840/940] lr: 4.000e-02, eta: 2 days, 1:09:27, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1362, loss: 2.1362, grad_norm: 2.2878 2022-02-09 07:25:54,750 - mmaction - INFO - Epoch [113][860/940] lr: 4.000e-02, eta: 2 days, 1:08:57, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1544, loss: 2.1544, grad_norm: 2.3648 2022-02-09 07:26:18,186 - mmaction - INFO - Epoch [113][880/940] lr: 4.000e-02, eta: 2 days, 1:08:27, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.4990, top5_acc: 0.7410, loss_cls: 2.1549, loss: 2.1549, grad_norm: 2.3542 2022-02-09 07:26:41,606 - mmaction - INFO - Epoch [113][900/940] lr: 4.000e-02, eta: 2 days, 1:07:57, time: 1.171, data_time: 0.063, memory: 9497, top1_acc: 0.5025, top5_acc: 0.7348, loss_cls: 2.1709, loss: 2.1709, grad_norm: 2.3468 2022-02-09 07:27:05,080 - mmaction - INFO - Epoch [113][920/940] lr: 4.000e-02, eta: 2 days, 1:07:27, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7578, loss_cls: 2.0662, loss: 2.0662, grad_norm: 2.2494 2022-02-09 07:27:27,393 - mmaction - INFO - Epoch [113][940/940] lr: 4.000e-02, eta: 2 days, 1:06:56, time: 1.115, data_time: 0.054, memory: 9497, top1_acc: 0.5071, top5_acc: 0.7378, loss_cls: 2.1456, loss: 2.1456, grad_norm: 2.3857 2022-02-09 07:29:48,576 - mmaction - INFO - Epoch [114][20/940] lr: 4.000e-02, eta: 2 days, 1:08:52, time: 6.948, data_time: 5.741, memory: 9497, top1_acc: 0.5033, top5_acc: 0.7510, loss_cls: 2.1214, loss: 2.1214, grad_norm: 2.3998 2022-02-09 07:30:11,975 - mmaction - INFO - Epoch [114][40/940] lr: 4.000e-02, eta: 2 days, 1:08:22, time: 1.168, data_time: 0.072, memory: 9497, top1_acc: 0.5135, top5_acc: 0.7418, loss_cls: 2.1139, loss: 2.1139, grad_norm: 2.3340 2022-02-09 07:30:35,069 - mmaction - INFO - Epoch [114][60/940] lr: 4.000e-02, eta: 2 days, 1:07:52, time: 1.156, data_time: 0.047, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7549, loss_cls: 2.0938, loss: 2.0938, grad_norm: 2.3436 2022-02-09 07:30:58,359 - mmaction - INFO - Epoch [114][80/940] lr: 4.000e-02, eta: 2 days, 1:07:22, time: 1.165, data_time: 0.043, memory: 9497, top1_acc: 0.5141, top5_acc: 0.7410, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.3172 2022-02-09 07:31:21,619 - mmaction - INFO - Epoch [114][100/940] lr: 4.000e-02, eta: 2 days, 1:06:51, time: 1.162, data_time: 0.048, memory: 9497, top1_acc: 0.5102, top5_acc: 0.7402, loss_cls: 2.1513, loss: 2.1513, grad_norm: 2.3378 2022-02-09 07:31:44,897 - mmaction - INFO - Epoch [114][120/940] lr: 4.000e-02, eta: 2 days, 1:06:21, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7586, loss_cls: 2.0711, loss: 2.0711, grad_norm: 2.3448 2022-02-09 07:32:08,261 - mmaction - INFO - Epoch [114][140/940] lr: 4.000e-02, eta: 2 days, 1:05:51, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.5064, top5_acc: 0.7355, loss_cls: 2.1784, loss: 2.1784, grad_norm: 2.3094 2022-02-09 07:32:31,635 - mmaction - INFO - Epoch [114][160/940] lr: 4.000e-02, eta: 2 days, 1:05:21, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.5006, top5_acc: 0.7428, loss_cls: 2.1487, loss: 2.1487, grad_norm: 2.3662 2022-02-09 07:32:54,896 - mmaction - INFO - Epoch [114][180/940] lr: 4.000e-02, eta: 2 days, 1:04:51, time: 1.163, data_time: 0.053, memory: 9497, top1_acc: 0.5109, top5_acc: 0.7449, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.3212 2022-02-09 07:33:18,282 - mmaction - INFO - Epoch [114][200/940] lr: 4.000e-02, eta: 2 days, 1:04:21, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.5094, top5_acc: 0.7504, loss_cls: 2.1190, loss: 2.1190, grad_norm: 2.2868 2022-02-09 07:33:41,761 - mmaction - INFO - Epoch [114][220/940] lr: 4.000e-02, eta: 2 days, 1:03:51, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7449, loss_cls: 2.1179, loss: 2.1179, grad_norm: 2.3298 2022-02-09 07:34:05,106 - mmaction - INFO - Epoch [114][240/940] lr: 4.000e-02, eta: 2 days, 1:03:21, time: 1.167, data_time: 0.055, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7463, loss_cls: 2.1292, loss: 2.1292, grad_norm: 2.3531 2022-02-09 07:34:28,493 - mmaction - INFO - Epoch [114][260/940] lr: 4.000e-02, eta: 2 days, 1:02:51, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.4973, top5_acc: 0.7275, loss_cls: 2.1865, loss: 2.1865, grad_norm: 2.3421 2022-02-09 07:34:51,893 - mmaction - INFO - Epoch [114][280/940] lr: 4.000e-02, eta: 2 days, 1:02:21, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7514, loss_cls: 2.0902, loss: 2.0902, grad_norm: 2.2970 2022-02-09 07:35:15,374 - mmaction - INFO - Epoch [114][300/940] lr: 4.000e-02, eta: 2 days, 1:01:51, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.4957, top5_acc: 0.7354, loss_cls: 2.1897, loss: 2.1897, grad_norm: 2.3760 2022-02-09 07:35:38,807 - mmaction - INFO - Epoch [114][320/940] lr: 4.000e-02, eta: 2 days, 1:01:21, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5105, top5_acc: 0.7500, loss_cls: 2.1277, loss: 2.1277, grad_norm: 2.3550 2022-02-09 07:36:02,231 - mmaction - INFO - Epoch [114][340/940] lr: 4.000e-02, eta: 2 days, 1:00:51, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5014, top5_acc: 0.7467, loss_cls: 2.1450, loss: 2.1450, grad_norm: 2.3591 2022-02-09 07:36:25,697 - mmaction - INFO - Epoch [114][360/940] lr: 4.000e-02, eta: 2 days, 1:00:21, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.4939, top5_acc: 0.7273, loss_cls: 2.1930, loss: 2.1930, grad_norm: 2.3372 2022-02-09 07:36:49,176 - mmaction - INFO - Epoch [114][380/940] lr: 4.000e-02, eta: 2 days, 0:59:51, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7457, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.2947 2022-02-09 07:37:12,574 - mmaction - INFO - Epoch [114][400/940] lr: 4.000e-02, eta: 2 days, 0:59:21, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7332, loss_cls: 2.1674, loss: 2.1674, grad_norm: 2.3093 2022-02-09 07:37:36,025 - mmaction - INFO - Epoch [114][420/940] lr: 4.000e-02, eta: 2 days, 0:58:51, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7453, loss_cls: 2.1506, loss: 2.1506, grad_norm: 2.3058 2022-02-09 07:37:59,414 - mmaction - INFO - Epoch [114][440/940] lr: 4.000e-02, eta: 2 days, 0:58:21, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.5059, top5_acc: 0.7422, loss_cls: 2.1587, loss: 2.1587, grad_norm: 2.3356 2022-02-09 07:38:22,847 - mmaction - INFO - Epoch [114][460/940] lr: 4.000e-02, eta: 2 days, 0:57:51, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7361, loss_cls: 2.1704, loss: 2.1704, grad_norm: 2.3351 2022-02-09 07:38:46,314 - mmaction - INFO - Epoch [114][480/940] lr: 4.000e-02, eta: 2 days, 0:57:22, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.5000, top5_acc: 0.7373, loss_cls: 2.1621, loss: 2.1621, grad_norm: 2.3364 2022-02-09 07:39:09,685 - mmaction - INFO - Epoch [114][500/940] lr: 4.000e-02, eta: 2 days, 0:56:51, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.4957, top5_acc: 0.7336, loss_cls: 2.1943, loss: 2.1943, grad_norm: 2.3189 2022-02-09 07:39:33,083 - mmaction - INFO - Epoch [114][520/940] lr: 4.000e-02, eta: 2 days, 0:56:22, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.5066, top5_acc: 0.7350, loss_cls: 2.1494, loss: 2.1494, grad_norm: 2.3042 2022-02-09 07:39:56,584 - mmaction - INFO - Epoch [114][540/940] lr: 4.000e-02, eta: 2 days, 0:55:52, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7369, loss_cls: 2.1583, loss: 2.1583, grad_norm: 2.3004 2022-02-09 07:40:20,028 - mmaction - INFO - Epoch [114][560/940] lr: 4.000e-02, eta: 2 days, 0:55:22, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5094, top5_acc: 0.7498, loss_cls: 2.1136, loss: 2.1136, grad_norm: 2.3219 2022-02-09 07:40:43,443 - mmaction - INFO - Epoch [114][580/940] lr: 4.000e-02, eta: 2 days, 0:54:52, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.5064, top5_acc: 0.7422, loss_cls: 2.1471, loss: 2.1471, grad_norm: 2.3091 2022-02-09 07:41:06,976 - mmaction - INFO - Epoch [114][600/940] lr: 4.000e-02, eta: 2 days, 0:54:22, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5070, top5_acc: 0.7355, loss_cls: 2.1827, loss: 2.1827, grad_norm: 2.3822 2022-02-09 07:41:30,557 - mmaction - INFO - Epoch [114][620/940] lr: 4.000e-02, eta: 2 days, 0:53:52, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.5002, top5_acc: 0.7410, loss_cls: 2.1684, loss: 2.1684, grad_norm: 2.3219 2022-02-09 07:41:54,097 - mmaction - INFO - Epoch [114][640/940] lr: 4.000e-02, eta: 2 days, 0:53:22, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7449, loss_cls: 2.1370, loss: 2.1370, grad_norm: 2.3006 2022-02-09 07:42:17,622 - mmaction - INFO - Epoch [114][660/940] lr: 4.000e-02, eta: 2 days, 0:52:53, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.5047, top5_acc: 0.7504, loss_cls: 2.1347, loss: 2.1347, grad_norm: 2.3094 2022-02-09 07:42:41,167 - mmaction - INFO - Epoch [114][680/940] lr: 4.000e-02, eta: 2 days, 0:52:23, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.4904, top5_acc: 0.7361, loss_cls: 2.1922, loss: 2.1922, grad_norm: 2.3256 2022-02-09 07:43:04,789 - mmaction - INFO - Epoch [114][700/940] lr: 4.000e-02, eta: 2 days, 0:51:53, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.5051, top5_acc: 0.7375, loss_cls: 2.1802, loss: 2.1802, grad_norm: 2.3315 2022-02-09 07:43:28,269 - mmaction - INFO - Epoch [114][720/940] lr: 4.000e-02, eta: 2 days, 0:51:23, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.4943, top5_acc: 0.7305, loss_cls: 2.1990, loss: 2.1990, grad_norm: 2.3154 2022-02-09 07:43:51,716 - mmaction - INFO - Epoch [114][740/940] lr: 4.000e-02, eta: 2 days, 0:50:54, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.5014, top5_acc: 0.7336, loss_cls: 2.1701, loss: 2.1701, grad_norm: 2.3623 2022-02-09 07:44:15,309 - mmaction - INFO - Epoch [114][760/940] lr: 4.000e-02, eta: 2 days, 0:50:24, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.5059, top5_acc: 0.7445, loss_cls: 2.1524, loss: 2.1524, grad_norm: 2.3263 2022-02-09 07:44:38,698 - mmaction - INFO - Epoch [114][780/940] lr: 4.000e-02, eta: 2 days, 0:49:54, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.5182, top5_acc: 0.7469, loss_cls: 2.1224, loss: 2.1224, grad_norm: 2.2948 2022-02-09 07:45:02,081 - mmaction - INFO - Epoch [114][800/940] lr: 4.000e-02, eta: 2 days, 0:49:24, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.5020, top5_acc: 0.7381, loss_cls: 2.1694, loss: 2.1694, grad_norm: 2.3938 2022-02-09 07:45:25,619 - mmaction - INFO - Epoch [114][820/940] lr: 4.000e-02, eta: 2 days, 0:48:54, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5057, top5_acc: 0.7326, loss_cls: 2.1934, loss: 2.1934, grad_norm: 2.3639 2022-02-09 07:45:49,047 - mmaction - INFO - Epoch [114][840/940] lr: 4.000e-02, eta: 2 days, 0:48:24, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.5012, top5_acc: 0.7342, loss_cls: 2.1964, loss: 2.1964, grad_norm: 2.3425 2022-02-09 07:46:12,462 - mmaction - INFO - Epoch [114][860/940] lr: 4.000e-02, eta: 2 days, 0:47:54, time: 1.171, data_time: 0.061, memory: 9497, top1_acc: 0.5119, top5_acc: 0.7383, loss_cls: 2.1623, loss: 2.1623, grad_norm: 2.2739 2022-02-09 07:46:35,919 - mmaction - INFO - Epoch [114][880/940] lr: 4.000e-02, eta: 2 days, 0:47:24, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7404, loss_cls: 2.1492, loss: 2.1492, grad_norm: 2.3013 2022-02-09 07:46:59,364 - mmaction - INFO - Epoch [114][900/940] lr: 4.000e-02, eta: 2 days, 0:46:55, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5135, top5_acc: 0.7520, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.3212 2022-02-09 07:47:22,936 - mmaction - INFO - Epoch [114][920/940] lr: 4.000e-02, eta: 2 days, 0:46:25, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.5000, top5_acc: 0.7342, loss_cls: 2.1941, loss: 2.1941, grad_norm: 2.3798 2022-02-09 07:47:45,292 - mmaction - INFO - Epoch [114][940/940] lr: 4.000e-02, eta: 2 days, 0:45:54, time: 1.118, data_time: 0.049, memory: 9497, top1_acc: 0.5079, top5_acc: 0.7378, loss_cls: 2.1515, loss: 2.1515, grad_norm: 2.3522 2022-02-09 07:50:08,746 - mmaction - INFO - Epoch [115][20/940] lr: 4.000e-02, eta: 2 days, 0:47:49, time: 6.999, data_time: 5.838, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7410, loss_cls: 2.1367, loss: 2.1367, grad_norm: 2.3531 2022-02-09 07:50:31,969 - mmaction - INFO - Epoch [115][40/940] lr: 4.000e-02, eta: 2 days, 0:47:19, time: 1.161, data_time: 0.043, memory: 9497, top1_acc: 0.5119, top5_acc: 0.7492, loss_cls: 2.1181, loss: 2.1181, grad_norm: 2.3370 2022-02-09 07:50:55,166 - mmaction - INFO - Epoch [115][60/940] lr: 4.000e-02, eta: 2 days, 0:46:48, time: 1.160, data_time: 0.045, memory: 9497, top1_acc: 0.5102, top5_acc: 0.7426, loss_cls: 2.1366, loss: 2.1366, grad_norm: 2.3655 2022-02-09 07:51:18,422 - mmaction - INFO - Epoch [115][80/940] lr: 4.000e-02, eta: 2 days, 0:46:18, time: 1.163, data_time: 0.041, memory: 9497, top1_acc: 0.5121, top5_acc: 0.7482, loss_cls: 2.1081, loss: 2.1081, grad_norm: 2.3863 2022-02-09 07:51:41,646 - mmaction - INFO - Epoch [115][100/940] lr: 4.000e-02, eta: 2 days, 0:45:48, time: 1.161, data_time: 0.046, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7457, loss_cls: 2.0963, loss: 2.0963, grad_norm: 2.3415 2022-02-09 07:52:05,020 - mmaction - INFO - Epoch [115][120/940] lr: 4.000e-02, eta: 2 days, 0:45:18, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.5121, top5_acc: 0.7457, loss_cls: 2.1350, loss: 2.1350, grad_norm: 2.3300 2022-02-09 07:52:28,661 - mmaction - INFO - Epoch [115][140/940] lr: 4.000e-02, eta: 2 days, 0:44:48, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.5080, top5_acc: 0.7375, loss_cls: 2.1693, loss: 2.1693, grad_norm: 2.3229 2022-02-09 07:52:52,025 - mmaction - INFO - Epoch [115][160/940] lr: 4.000e-02, eta: 2 days, 0:44:19, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7410, loss_cls: 2.1193, loss: 2.1193, grad_norm: 2.3416 2022-02-09 07:53:15,395 - mmaction - INFO - Epoch [115][180/940] lr: 4.000e-02, eta: 2 days, 0:43:49, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.5033, top5_acc: 0.7385, loss_cls: 2.1415, loss: 2.1415, grad_norm: 2.3222 2022-02-09 07:53:38,842 - mmaction - INFO - Epoch [115][200/940] lr: 4.000e-02, eta: 2 days, 0:43:19, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.5129, top5_acc: 0.7533, loss_cls: 2.0983, loss: 2.0983, grad_norm: 2.3450 2022-02-09 07:54:02,249 - mmaction - INFO - Epoch [115][220/940] lr: 4.000e-02, eta: 2 days, 0:42:49, time: 1.171, data_time: 0.044, memory: 9497, top1_acc: 0.5061, top5_acc: 0.7412, loss_cls: 2.1460, loss: 2.1460, grad_norm: 2.3441 2022-02-09 07:54:25,659 - mmaction - INFO - Epoch [115][240/940] lr: 4.000e-02, eta: 2 days, 0:42:19, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.5021, top5_acc: 0.7365, loss_cls: 2.1561, loss: 2.1561, grad_norm: 2.3592 2022-02-09 07:54:49,159 - mmaction - INFO - Epoch [115][260/940] lr: 4.000e-02, eta: 2 days, 0:41:49, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.5033, top5_acc: 0.7475, loss_cls: 2.1297, loss: 2.1297, grad_norm: 2.3876 2022-02-09 07:55:12,612 - mmaction - INFO - Epoch [115][280/940] lr: 4.000e-02, eta: 2 days, 0:41:19, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.5123, top5_acc: 0.7520, loss_cls: 2.1019, loss: 2.1019, grad_norm: 2.3206 2022-02-09 07:55:35,986 - mmaction - INFO - Epoch [115][300/940] lr: 4.000e-02, eta: 2 days, 0:40:49, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7408, loss_cls: 2.1197, loss: 2.1197, grad_norm: 2.3676 2022-02-09 07:55:59,352 - mmaction - INFO - Epoch [115][320/940] lr: 4.000e-02, eta: 2 days, 0:40:19, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.5213, top5_acc: 0.7482, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.3385 2022-02-09 07:56:22,794 - mmaction - INFO - Epoch [115][340/940] lr: 4.000e-02, eta: 2 days, 0:39:49, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.5057, top5_acc: 0.7459, loss_cls: 2.1612, loss: 2.1612, grad_norm: 2.4190 2022-02-09 07:56:46,153 - mmaction - INFO - Epoch [115][360/940] lr: 4.000e-02, eta: 2 days, 0:39:19, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.5107, top5_acc: 0.7473, loss_cls: 2.1145, loss: 2.1145, grad_norm: 2.3330 2022-02-09 07:57:09,524 - mmaction - INFO - Epoch [115][380/940] lr: 4.000e-02, eta: 2 days, 0:38:49, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.5035, top5_acc: 0.7410, loss_cls: 2.1544, loss: 2.1544, grad_norm: 2.3608 2022-02-09 07:57:32,954 - mmaction - INFO - Epoch [115][400/940] lr: 4.000e-02, eta: 2 days, 0:38:19, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5049, top5_acc: 0.7350, loss_cls: 2.1732, loss: 2.1732, grad_norm: 2.3972 2022-02-09 07:57:56,415 - mmaction - INFO - Epoch [115][420/940] lr: 4.000e-02, eta: 2 days, 0:37:50, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.5107, top5_acc: 0.7451, loss_cls: 2.1110, loss: 2.1110, grad_norm: 2.3221 2022-02-09 07:58:19,882 - mmaction - INFO - Epoch [115][440/940] lr: 4.000e-02, eta: 2 days, 0:37:20, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.4973, top5_acc: 0.7375, loss_cls: 2.1911, loss: 2.1911, grad_norm: 2.3789 2022-02-09 07:58:43,270 - mmaction - INFO - Epoch [115][460/940] lr: 4.000e-02, eta: 2 days, 0:36:50, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.5000, top5_acc: 0.7453, loss_cls: 2.1335, loss: 2.1335, grad_norm: 2.3386 2022-02-09 07:59:06,799 - mmaction - INFO - Epoch [115][480/940] lr: 4.000e-02, eta: 2 days, 0:36:20, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.5137, top5_acc: 0.7465, loss_cls: 2.1232, loss: 2.1232, grad_norm: 2.3501 2022-02-09 07:59:30,313 - mmaction - INFO - Epoch [115][500/940] lr: 4.000e-02, eta: 2 days, 0:35:50, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.4928, top5_acc: 0.7336, loss_cls: 2.1958, loss: 2.1958, grad_norm: 2.3674 2022-02-09 07:59:53,771 - mmaction - INFO - Epoch [115][520/940] lr: 4.000e-02, eta: 2 days, 0:35:20, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.5129, top5_acc: 0.7383, loss_cls: 2.1122, loss: 2.1122, grad_norm: 2.3125 2022-02-09 08:00:17,437 - mmaction - INFO - Epoch [115][540/940] lr: 4.000e-02, eta: 2 days, 0:34:51, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.5035, top5_acc: 0.7396, loss_cls: 2.1418, loss: 2.1418, grad_norm: 2.3568 2022-02-09 08:00:41,020 - mmaction - INFO - Epoch [115][560/940] lr: 4.000e-02, eta: 2 days, 0:34:21, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.5064, top5_acc: 0.7412, loss_cls: 2.1587, loss: 2.1587, grad_norm: 2.3481 2022-02-09 08:01:04,567 - mmaction - INFO - Epoch [115][580/940] lr: 4.000e-02, eta: 2 days, 0:33:51, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.4914, top5_acc: 0.7361, loss_cls: 2.1627, loss: 2.1627, grad_norm: 2.3144 2022-02-09 08:01:28,046 - mmaction - INFO - Epoch [115][600/940] lr: 4.000e-02, eta: 2 days, 0:33:22, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.5020, top5_acc: 0.7412, loss_cls: 2.1499, loss: 2.1499, grad_norm: 2.3753 2022-02-09 08:01:51,625 - mmaction - INFO - Epoch [115][620/940] lr: 4.000e-02, eta: 2 days, 0:32:52, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.5029, top5_acc: 0.7408, loss_cls: 2.1725, loss: 2.1725, grad_norm: 2.3532 2022-02-09 08:02:15,238 - mmaction - INFO - Epoch [115][640/940] lr: 4.000e-02, eta: 2 days, 0:32:22, time: 1.181, data_time: 0.049, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7367, loss_cls: 2.1505, loss: 2.1505, grad_norm: 2.3712 2022-02-09 08:02:38,851 - mmaction - INFO - Epoch [115][660/940] lr: 4.000e-02, eta: 2 days, 0:31:53, time: 1.181, data_time: 0.052, memory: 9497, top1_acc: 0.5002, top5_acc: 0.7445, loss_cls: 2.1414, loss: 2.1414, grad_norm: 2.3832 2022-02-09 08:03:02,353 - mmaction - INFO - Epoch [115][680/940] lr: 4.000e-02, eta: 2 days, 0:31:23, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7387, loss_cls: 2.1383, loss: 2.1383, grad_norm: 2.3303 2022-02-09 08:03:25,843 - mmaction - INFO - Epoch [115][700/940] lr: 4.000e-02, eta: 2 days, 0:30:53, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5100, top5_acc: 0.7537, loss_cls: 2.1000, loss: 2.1000, grad_norm: 2.3293 2022-02-09 08:03:49,381 - mmaction - INFO - Epoch [115][720/940] lr: 4.000e-02, eta: 2 days, 0:30:23, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5082, top5_acc: 0.7385, loss_cls: 2.1622, loss: 2.1622, grad_norm: 2.3506 2022-02-09 08:04:12,957 - mmaction - INFO - Epoch [115][740/940] lr: 4.000e-02, eta: 2 days, 0:29:54, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.1670, loss: 2.1670, grad_norm: 2.3718 2022-02-09 08:04:36,524 - mmaction - INFO - Epoch [115][760/940] lr: 4.000e-02, eta: 2 days, 0:29:24, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.4920, top5_acc: 0.7381, loss_cls: 2.1750, loss: 2.1750, grad_norm: 2.4197 2022-02-09 08:05:00,029 - mmaction - INFO - Epoch [115][780/940] lr: 4.000e-02, eta: 2 days, 0:28:54, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5072, top5_acc: 0.7434, loss_cls: 2.1629, loss: 2.1629, grad_norm: 2.3872 2022-02-09 08:05:23,586 - mmaction - INFO - Epoch [115][800/940] lr: 4.000e-02, eta: 2 days, 0:28:25, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7387, loss_cls: 2.1580, loss: 2.1580, grad_norm: 2.2978 2022-02-09 08:05:47,163 - mmaction - INFO - Epoch [115][820/940] lr: 4.000e-02, eta: 2 days, 0:27:55, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5082, top5_acc: 0.7451, loss_cls: 2.1326, loss: 2.1326, grad_norm: 2.3594 2022-02-09 08:06:10,629 - mmaction - INFO - Epoch [115][840/940] lr: 4.000e-02, eta: 2 days, 0:27:25, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5002, top5_acc: 0.7324, loss_cls: 2.2063, loss: 2.2063, grad_norm: 2.3734 2022-02-09 08:06:34,084 - mmaction - INFO - Epoch [115][860/940] lr: 4.000e-02, eta: 2 days, 0:26:55, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.5105, top5_acc: 0.7484, loss_cls: 2.1273, loss: 2.1273, grad_norm: 2.3486 2022-02-09 08:06:57,564 - mmaction - INFO - Epoch [115][880/940] lr: 4.000e-02, eta: 2 days, 0:26:26, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7479, loss_cls: 2.1143, loss: 2.1143, grad_norm: 2.3460 2022-02-09 08:07:21,028 - mmaction - INFO - Epoch [115][900/940] lr: 4.000e-02, eta: 2 days, 0:25:56, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.5000, top5_acc: 0.7271, loss_cls: 2.2291, loss: 2.2291, grad_norm: 2.3863 2022-02-09 08:07:44,530 - mmaction - INFO - Epoch [115][920/940] lr: 4.000e-02, eta: 2 days, 0:25:26, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5068, top5_acc: 0.7406, loss_cls: 2.1490, loss: 2.1490, grad_norm: 2.3414 2022-02-09 08:08:06,845 - mmaction - INFO - Epoch [115][940/940] lr: 4.000e-02, eta: 2 days, 0:24:55, time: 1.116, data_time: 0.057, memory: 9497, top1_acc: 0.4897, top5_acc: 0.7313, loss_cls: 2.1997, loss: 2.1997, grad_norm: 2.3548 2022-02-09 08:08:08,962 - mmaction - INFO - Saving checkpoint at 115 epochs 2022-02-09 08:11:15,449 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 08:11:16,218 - mmaction - INFO - top1_acc 0.5668 top5_acc 0.8062 2022-02-09 08:11:16,218 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 08:11:16,253 - mmaction - INFO - mean_acc 0.5667 2022-02-09 08:11:16,255 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_110.pth was removed 2022-02-09 08:11:17,877 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_115.pth. 2022-02-09 08:11:17,877 - mmaction - INFO - Best top1_acc is 0.5668 at 115 epoch. 2022-02-09 08:11:17,886 - mmaction - INFO - Epoch(val) [115][78] top1_acc: 0.5668, top5_acc: 0.8062, mean_class_accuracy: 0.5667 2022-02-09 08:13:52,292 - mmaction - INFO - Epoch [116][20/940] lr: 4.000e-02, eta: 2 days, 0:27:06, time: 7.719, data_time: 6.032, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7428, loss_cls: 2.1038, loss: 2.1038, grad_norm: 2.3219 2022-02-09 08:14:15,452 - mmaction - INFO - Epoch [116][40/940] lr: 4.000e-02, eta: 2 days, 0:26:35, time: 1.157, data_time: 0.048, memory: 9497, top1_acc: 0.5035, top5_acc: 0.7361, loss_cls: 2.1548, loss: 2.1548, grad_norm: 2.3958 2022-02-09 08:14:38,681 - mmaction - INFO - Epoch [116][60/940] lr: 4.000e-02, eta: 2 days, 0:26:05, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.5199, top5_acc: 0.7549, loss_cls: 2.1045, loss: 2.1045, grad_norm: 2.3670 2022-02-09 08:15:02,198 - mmaction - INFO - Epoch [116][80/940] lr: 4.000e-02, eta: 2 days, 0:25:36, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.5137, top5_acc: 0.7488, loss_cls: 2.1306, loss: 2.1306, grad_norm: 2.3530 2022-02-09 08:15:25,644 - mmaction - INFO - Epoch [116][100/940] lr: 4.000e-02, eta: 2 days, 0:25:06, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.5078, top5_acc: 0.7473, loss_cls: 2.1340, loss: 2.1340, grad_norm: 2.3603 2022-02-09 08:15:48,960 - mmaction - INFO - Epoch [116][120/940] lr: 4.000e-02, eta: 2 days, 0:24:36, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.4969, top5_acc: 0.7354, loss_cls: 2.1611, loss: 2.1611, grad_norm: 2.3433 2022-02-09 08:16:12,199 - mmaction - INFO - Epoch [116][140/940] lr: 4.000e-02, eta: 2 days, 0:24:06, time: 1.162, data_time: 0.051, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7396, loss_cls: 2.1215, loss: 2.1215, grad_norm: 2.3490 2022-02-09 08:16:35,545 - mmaction - INFO - Epoch [116][160/940] lr: 4.000e-02, eta: 2 days, 0:23:36, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7566, loss_cls: 2.0492, loss: 2.0492, grad_norm: 2.3211 2022-02-09 08:16:58,909 - mmaction - INFO - Epoch [116][180/940] lr: 4.000e-02, eta: 2 days, 0:23:06, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.5133, top5_acc: 0.7459, loss_cls: 2.1194, loss: 2.1194, grad_norm: 2.3762 2022-02-09 08:17:22,178 - mmaction - INFO - Epoch [116][200/940] lr: 4.000e-02, eta: 2 days, 0:22:36, time: 1.163, data_time: 0.056, memory: 9497, top1_acc: 0.5105, top5_acc: 0.7490, loss_cls: 2.1108, loss: 2.1108, grad_norm: 2.3665 2022-02-09 08:17:45,486 - mmaction - INFO - Epoch [116][220/940] lr: 4.000e-02, eta: 2 days, 0:22:06, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7414, loss_cls: 2.1216, loss: 2.1216, grad_norm: 2.3983 2022-02-09 08:18:08,873 - mmaction - INFO - Epoch [116][240/940] lr: 4.000e-02, eta: 2 days, 0:21:36, time: 1.169, data_time: 0.059, memory: 9497, top1_acc: 0.5037, top5_acc: 0.7459, loss_cls: 2.1185, loss: 2.1185, grad_norm: 2.4013 2022-02-09 08:18:32,201 - mmaction - INFO - Epoch [116][260/940] lr: 4.000e-02, eta: 2 days, 0:21:06, time: 1.166, data_time: 0.054, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7506, loss_cls: 2.1032, loss: 2.1032, grad_norm: 2.3882 2022-02-09 08:18:55,555 - mmaction - INFO - Epoch [116][280/940] lr: 4.000e-02, eta: 2 days, 0:20:36, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.4959, top5_acc: 0.7381, loss_cls: 2.1983, loss: 2.1983, grad_norm: 2.3966 2022-02-09 08:19:18,864 - mmaction - INFO - Epoch [116][300/940] lr: 4.000e-02, eta: 2 days, 0:20:06, time: 1.165, data_time: 0.055, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7490, loss_cls: 2.0970, loss: 2.0970, grad_norm: 2.3259 2022-02-09 08:19:42,206 - mmaction - INFO - Epoch [116][320/940] lr: 4.000e-02, eta: 2 days, 0:19:36, time: 1.167, data_time: 0.056, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7467, loss_cls: 2.1199, loss: 2.1199, grad_norm: 2.3693 2022-02-09 08:20:05,597 - mmaction - INFO - Epoch [116][340/940] lr: 4.000e-02, eta: 2 days, 0:19:06, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.4984, top5_acc: 0.7291, loss_cls: 2.1941, loss: 2.1941, grad_norm: 2.3769 2022-02-09 08:20:29,122 - mmaction - INFO - Epoch [116][360/940] lr: 4.000e-02, eta: 2 days, 0:18:36, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.5121, top5_acc: 0.7377, loss_cls: 2.1323, loss: 2.1323, grad_norm: 2.3672 2022-02-09 08:20:52,584 - mmaction - INFO - Epoch [116][380/940] lr: 4.000e-02, eta: 2 days, 0:18:07, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7373, loss_cls: 2.1705, loss: 2.1705, grad_norm: 2.3563 2022-02-09 08:21:15,970 - mmaction - INFO - Epoch [116][400/940] lr: 4.000e-02, eta: 2 days, 0:17:37, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7367, loss_cls: 2.1514, loss: 2.1514, grad_norm: 2.3215 2022-02-09 08:21:39,446 - mmaction - INFO - Epoch [116][420/940] lr: 4.000e-02, eta: 2 days, 0:17:07, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7357, loss_cls: 2.1445, loss: 2.1445, grad_norm: 2.3926 2022-02-09 08:22:02,950 - mmaction - INFO - Epoch [116][440/940] lr: 4.000e-02, eta: 2 days, 0:16:37, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.5098, top5_acc: 0.7387, loss_cls: 2.1274, loss: 2.1274, grad_norm: 2.3865 2022-02-09 08:22:26,435 - mmaction - INFO - Epoch [116][460/940] lr: 4.000e-02, eta: 2 days, 0:16:07, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5066, top5_acc: 0.7492, loss_cls: 2.1439, loss: 2.1439, grad_norm: 2.3331 2022-02-09 08:22:49,818 - mmaction - INFO - Epoch [116][480/940] lr: 4.000e-02, eta: 2 days, 0:15:38, time: 1.169, data_time: 0.061, memory: 9497, top1_acc: 0.5043, top5_acc: 0.7422, loss_cls: 2.1450, loss: 2.1450, grad_norm: 2.3410 2022-02-09 08:23:13,297 - mmaction - INFO - Epoch [116][500/940] lr: 4.000e-02, eta: 2 days, 0:15:08, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.4996, top5_acc: 0.7324, loss_cls: 2.1670, loss: 2.1670, grad_norm: 2.3443 2022-02-09 08:23:36,794 - mmaction - INFO - Epoch [116][520/940] lr: 4.000e-02, eta: 2 days, 0:14:38, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7510, loss_cls: 2.0832, loss: 2.0832, grad_norm: 2.3768 2022-02-09 08:24:00,266 - mmaction - INFO - Epoch [116][540/940] lr: 4.000e-02, eta: 2 days, 0:14:08, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7463, loss_cls: 2.1445, loss: 2.1445, grad_norm: 2.4031 2022-02-09 08:24:23,810 - mmaction - INFO - Epoch [116][560/940] lr: 4.000e-02, eta: 2 days, 0:13:39, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.4984, top5_acc: 0.7338, loss_cls: 2.1851, loss: 2.1851, grad_norm: 2.3590 2022-02-09 08:24:47,272 - mmaction - INFO - Epoch [116][580/940] lr: 4.000e-02, eta: 2 days, 0:13:09, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.4990, top5_acc: 0.7354, loss_cls: 2.1808, loss: 2.1808, grad_norm: 2.3554 2022-02-09 08:25:10,947 - mmaction - INFO - Epoch [116][600/940] lr: 4.000e-02, eta: 2 days, 0:12:39, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7488, loss_cls: 2.1189, loss: 2.1189, grad_norm: 2.3479 2022-02-09 08:25:34,483 - mmaction - INFO - Epoch [116][620/940] lr: 4.000e-02, eta: 2 days, 0:12:10, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.5115, top5_acc: 0.7537, loss_cls: 2.1140, loss: 2.1140, grad_norm: 2.3409 2022-02-09 08:25:58,011 - mmaction - INFO - Epoch [116][640/940] lr: 4.000e-02, eta: 2 days, 0:11:40, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.5031, top5_acc: 0.7377, loss_cls: 2.1637, loss: 2.1637, grad_norm: 2.3839 2022-02-09 08:26:21,529 - mmaction - INFO - Epoch [116][660/940] lr: 4.000e-02, eta: 2 days, 0:11:10, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.3825 2022-02-09 08:26:45,011 - mmaction - INFO - Epoch [116][680/940] lr: 4.000e-02, eta: 2 days, 0:10:41, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7447, loss_cls: 2.1069, loss: 2.1069, grad_norm: 2.3972 2022-02-09 08:27:08,458 - mmaction - INFO - Epoch [116][700/940] lr: 4.000e-02, eta: 2 days, 0:10:11, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5010, top5_acc: 0.7318, loss_cls: 2.1885, loss: 2.1885, grad_norm: 2.3697 2022-02-09 08:27:31,933 - mmaction - INFO - Epoch [116][720/940] lr: 4.000e-02, eta: 2 days, 0:09:41, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.5012, top5_acc: 0.7316, loss_cls: 2.1804, loss: 2.1804, grad_norm: 2.3466 2022-02-09 08:27:55,481 - mmaction - INFO - Epoch [116][740/940] lr: 4.000e-02, eta: 2 days, 0:09:11, time: 1.177, data_time: 0.064, memory: 9497, top1_acc: 0.5021, top5_acc: 0.7379, loss_cls: 2.1612, loss: 2.1612, grad_norm: 2.3579 2022-02-09 08:28:19,022 - mmaction - INFO - Epoch [116][760/940] lr: 4.000e-02, eta: 2 days, 0:08:42, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7391, loss_cls: 2.1447, loss: 2.1447, grad_norm: 2.3820 2022-02-09 08:28:42,432 - mmaction - INFO - Epoch [116][780/940] lr: 4.000e-02, eta: 2 days, 0:08:12, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7494, loss_cls: 2.0811, loss: 2.0811, grad_norm: 2.3287 2022-02-09 08:29:05,895 - mmaction - INFO - Epoch [116][800/940] lr: 4.000e-02, eta: 2 days, 0:07:42, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.4979, top5_acc: 0.7379, loss_cls: 2.1771, loss: 2.1771, grad_norm: 2.3429 2022-02-09 08:29:29,356 - mmaction - INFO - Epoch [116][820/940] lr: 4.000e-02, eta: 2 days, 0:07:13, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7414, loss_cls: 2.1312, loss: 2.1312, grad_norm: 2.3482 2022-02-09 08:29:52,851 - mmaction - INFO - Epoch [116][840/940] lr: 4.000e-02, eta: 2 days, 0:06:43, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7480, loss_cls: 2.1055, loss: 2.1055, grad_norm: 2.3346 2022-02-09 08:30:16,368 - mmaction - INFO - Epoch [116][860/940] lr: 4.000e-02, eta: 2 days, 0:06:13, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5115, top5_acc: 0.7414, loss_cls: 2.1386, loss: 2.1386, grad_norm: 2.3378 2022-02-09 08:30:39,913 - mmaction - INFO - Epoch [116][880/940] lr: 4.000e-02, eta: 2 days, 0:05:44, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.1151, loss: 2.1151, grad_norm: 2.3871 2022-02-09 08:31:03,388 - mmaction - INFO - Epoch [116][900/940] lr: 4.000e-02, eta: 2 days, 0:05:14, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.5031, top5_acc: 0.7428, loss_cls: 2.1488, loss: 2.1488, grad_norm: 2.3140 2022-02-09 08:31:26,879 - mmaction - INFO - Epoch [116][920/940] lr: 4.000e-02, eta: 2 days, 0:04:44, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.5059, top5_acc: 0.7393, loss_cls: 2.1579, loss: 2.1579, grad_norm: 2.3319 2022-02-09 08:31:49,116 - mmaction - INFO - Epoch [116][940/940] lr: 4.000e-02, eta: 2 days, 0:04:13, time: 1.111, data_time: 0.062, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7397, loss_cls: 2.1415, loss: 2.1415, grad_norm: 2.3886 2022-02-09 08:34:10,398 - mmaction - INFO - Epoch [117][20/940] lr: 4.000e-02, eta: 2 days, 0:06:03, time: 6.952, data_time: 5.613, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7578, loss_cls: 2.0623, loss: 2.0623, grad_norm: 2.3443 2022-02-09 08:34:33,606 - mmaction - INFO - Epoch [117][40/940] lr: 4.000e-02, eta: 2 days, 0:05:33, time: 1.160, data_time: 0.052, memory: 9497, top1_acc: 0.5107, top5_acc: 0.7428, loss_cls: 2.1171, loss: 2.1171, grad_norm: 2.4010 2022-02-09 08:34:56,733 - mmaction - INFO - Epoch [117][60/940] lr: 4.000e-02, eta: 2 days, 0:05:02, time: 1.156, data_time: 0.049, memory: 9497, top1_acc: 0.5320, top5_acc: 0.7539, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.3437 2022-02-09 08:35:20,009 - mmaction - INFO - Epoch [117][80/940] lr: 4.000e-02, eta: 2 days, 0:04:32, time: 1.164, data_time: 0.044, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7430, loss_cls: 2.1455, loss: 2.1455, grad_norm: 2.4245 2022-02-09 08:35:43,226 - mmaction - INFO - Epoch [117][100/940] lr: 4.000e-02, eta: 2 days, 0:04:02, time: 1.162, data_time: 0.043, memory: 9497, top1_acc: 0.5207, top5_acc: 0.7467, loss_cls: 2.0976, loss: 2.0976, grad_norm: 2.4131 2022-02-09 08:36:06,486 - mmaction - INFO - Epoch [117][120/940] lr: 4.000e-02, eta: 2 days, 0:03:32, time: 1.162, data_time: 0.043, memory: 9497, top1_acc: 0.5082, top5_acc: 0.7445, loss_cls: 2.1363, loss: 2.1363, grad_norm: 2.4024 2022-02-09 08:36:29,805 - mmaction - INFO - Epoch [117][140/940] lr: 4.000e-02, eta: 2 days, 0:03:02, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1585, loss: 2.1585, grad_norm: 2.4080 2022-02-09 08:36:53,228 - mmaction - INFO - Epoch [117][160/940] lr: 4.000e-02, eta: 2 days, 0:02:33, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7471, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.4505 2022-02-09 08:37:16,551 - mmaction - INFO - Epoch [117][180/940] lr: 4.000e-02, eta: 2 days, 0:02:03, time: 1.166, data_time: 0.047, memory: 9497, top1_acc: 0.5016, top5_acc: 0.7451, loss_cls: 2.1255, loss: 2.1255, grad_norm: 2.3848 2022-02-09 08:37:39,876 - mmaction - INFO - Epoch [117][200/940] lr: 4.000e-02, eta: 2 days, 0:01:33, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7441, loss_cls: 2.1313, loss: 2.1313, grad_norm: 2.4289 2022-02-09 08:38:03,234 - mmaction - INFO - Epoch [117][220/940] lr: 4.000e-02, eta: 2 days, 0:01:03, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7471, loss_cls: 2.1129, loss: 2.1129, grad_norm: 2.3590 2022-02-09 08:38:26,586 - mmaction - INFO - Epoch [117][240/940] lr: 4.000e-02, eta: 2 days, 0:00:33, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.5104, top5_acc: 0.7490, loss_cls: 2.1196, loss: 2.1196, grad_norm: 2.4303 2022-02-09 08:38:49,978 - mmaction - INFO - Epoch [117][260/940] lr: 4.000e-02, eta: 2 days, 0:00:03, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.5186, top5_acc: 0.7475, loss_cls: 2.0960, loss: 2.0960, grad_norm: 2.3539 2022-02-09 08:39:13,435 - mmaction - INFO - Epoch [117][280/940] lr: 4.000e-02, eta: 1 day, 23:59:33, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7480, loss_cls: 2.1120, loss: 2.1120, grad_norm: 2.3546 2022-02-09 08:39:36,896 - mmaction - INFO - Epoch [117][300/940] lr: 4.000e-02, eta: 1 day, 23:59:04, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5043, top5_acc: 0.7332, loss_cls: 2.1615, loss: 2.1615, grad_norm: 2.3848 2022-02-09 08:40:00,400 - mmaction - INFO - Epoch [117][320/940] lr: 4.000e-02, eta: 1 day, 23:58:34, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5064, top5_acc: 0.7373, loss_cls: 2.1458, loss: 2.1458, grad_norm: 2.3614 2022-02-09 08:40:23,989 - mmaction - INFO - Epoch [117][340/940] lr: 4.000e-02, eta: 1 day, 23:58:04, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7506, loss_cls: 2.1371, loss: 2.1371, grad_norm: 2.3955 2022-02-09 08:40:47,399 - mmaction - INFO - Epoch [117][360/940] lr: 4.000e-02, eta: 1 day, 23:57:35, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.5066, top5_acc: 0.7420, loss_cls: 2.1416, loss: 2.1416, grad_norm: 2.4351 2022-02-09 08:41:10,996 - mmaction - INFO - Epoch [117][380/940] lr: 4.000e-02, eta: 1 day, 23:57:05, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.5051, top5_acc: 0.7469, loss_cls: 2.1511, loss: 2.1511, grad_norm: 2.3786 2022-02-09 08:41:34,549 - mmaction - INFO - Epoch [117][400/940] lr: 4.000e-02, eta: 1 day, 23:56:35, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.4963, top5_acc: 0.7273, loss_cls: 2.2004, loss: 2.2004, grad_norm: 2.4034 2022-02-09 08:41:58,062 - mmaction - INFO - Epoch [117][420/940] lr: 4.000e-02, eta: 1 day, 23:56:06, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5227, top5_acc: 0.7473, loss_cls: 2.1052, loss: 2.1052, grad_norm: 2.3874 2022-02-09 08:42:21,602 - mmaction - INFO - Epoch [117][440/940] lr: 4.000e-02, eta: 1 day, 23:55:36, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.4934, top5_acc: 0.7328, loss_cls: 2.1998, loss: 2.1998, grad_norm: 2.3509 2022-02-09 08:42:45,164 - mmaction - INFO - Epoch [117][460/940] lr: 4.000e-02, eta: 1 day, 23:55:07, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5201, top5_acc: 0.7502, loss_cls: 2.0941, loss: 2.0941, grad_norm: 2.3490 2022-02-09 08:43:08,745 - mmaction - INFO - Epoch [117][480/940] lr: 4.000e-02, eta: 1 day, 23:54:37, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.4971, top5_acc: 0.7391, loss_cls: 2.1715, loss: 2.1715, grad_norm: 2.4151 2022-02-09 08:43:32,197 - mmaction - INFO - Epoch [117][500/940] lr: 4.000e-02, eta: 1 day, 23:54:07, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.4977, top5_acc: 0.7354, loss_cls: 2.1767, loss: 2.1767, grad_norm: 2.3556 2022-02-09 08:43:55,657 - mmaction - INFO - Epoch [117][520/940] lr: 4.000e-02, eta: 1 day, 23:53:38, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5080, top5_acc: 0.7467, loss_cls: 2.1454, loss: 2.1454, grad_norm: 2.4264 2022-02-09 08:44:19,086 - mmaction - INFO - Epoch [117][540/940] lr: 4.000e-02, eta: 1 day, 23:53:08, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.5006, top5_acc: 0.7402, loss_cls: 2.1513, loss: 2.1513, grad_norm: 2.4043 2022-02-09 08:44:42,587 - mmaction - INFO - Epoch [117][560/940] lr: 4.000e-02, eta: 1 day, 23:52:38, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5076, top5_acc: 0.7396, loss_cls: 2.1207, loss: 2.1207, grad_norm: 2.4135 2022-02-09 08:45:05,994 - mmaction - INFO - Epoch [117][580/940] lr: 4.000e-02, eta: 1 day, 23:52:08, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.4945, top5_acc: 0.7426, loss_cls: 2.1739, loss: 2.1739, grad_norm: 2.4448 2022-02-09 08:45:29,511 - mmaction - INFO - Epoch [117][600/940] lr: 4.000e-02, eta: 1 day, 23:51:39, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5051, top5_acc: 0.7361, loss_cls: 2.1844, loss: 2.1844, grad_norm: 2.3798 2022-02-09 08:45:53,006 - mmaction - INFO - Epoch [117][620/940] lr: 4.000e-02, eta: 1 day, 23:51:09, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.4986, top5_acc: 0.7459, loss_cls: 2.1614, loss: 2.1614, grad_norm: 2.3753 2022-02-09 08:46:16,510 - mmaction - INFO - Epoch [117][640/940] lr: 4.000e-02, eta: 1 day, 23:50:39, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5129, top5_acc: 0.7473, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.3720 2022-02-09 08:46:40,007 - mmaction - INFO - Epoch [117][660/940] lr: 4.000e-02, eta: 1 day, 23:50:10, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.5045, top5_acc: 0.7391, loss_cls: 2.1491, loss: 2.1491, grad_norm: 2.3889 2022-02-09 08:47:03,522 - mmaction - INFO - Epoch [117][680/940] lr: 4.000e-02, eta: 1 day, 23:49:40, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7395, loss_cls: 2.1593, loss: 2.1593, grad_norm: 2.3925 2022-02-09 08:47:26,998 - mmaction - INFO - Epoch [117][700/940] lr: 4.000e-02, eta: 1 day, 23:49:10, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5289, top5_acc: 0.7580, loss_cls: 2.0243, loss: 2.0243, grad_norm: 2.3687 2022-02-09 08:47:50,517 - mmaction - INFO - Epoch [117][720/940] lr: 4.000e-02, eta: 1 day, 23:48:41, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.4996, top5_acc: 0.7309, loss_cls: 2.2011, loss: 2.2011, grad_norm: 2.3944 2022-02-09 08:48:14,006 - mmaction - INFO - Epoch [117][740/940] lr: 4.000e-02, eta: 1 day, 23:48:11, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.4941, top5_acc: 0.7314, loss_cls: 2.2016, loss: 2.2016, grad_norm: 2.4040 2022-02-09 08:48:37,455 - mmaction - INFO - Epoch [117][760/940] lr: 4.000e-02, eta: 1 day, 23:47:41, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1914, loss: 2.1914, grad_norm: 2.3549 2022-02-09 08:49:00,947 - mmaction - INFO - Epoch [117][780/940] lr: 4.000e-02, eta: 1 day, 23:47:12, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5035, top5_acc: 0.7400, loss_cls: 2.1544, loss: 2.1544, grad_norm: 2.3898 2022-02-09 08:49:24,382 - mmaction - INFO - Epoch [117][800/940] lr: 4.000e-02, eta: 1 day, 23:46:42, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7459, loss_cls: 2.1211, loss: 2.1211, grad_norm: 2.3415 2022-02-09 08:49:47,866 - mmaction - INFO - Epoch [117][820/940] lr: 4.000e-02, eta: 1 day, 23:46:12, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5035, top5_acc: 0.7426, loss_cls: 2.1384, loss: 2.1384, grad_norm: 2.3896 2022-02-09 08:50:12,316 - mmaction - INFO - Epoch [117][840/940] lr: 4.000e-02, eta: 1 day, 23:45:44, time: 1.223, data_time: 0.054, memory: 9497, top1_acc: 0.5043, top5_acc: 0.7412, loss_cls: 2.1368, loss: 2.1368, grad_norm: 2.3943 2022-02-09 08:50:35,793 - mmaction - INFO - Epoch [117][860/940] lr: 4.000e-02, eta: 1 day, 23:45:14, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.5021, top5_acc: 0.7307, loss_cls: 2.1835, loss: 2.1835, grad_norm: 2.3941 2022-02-09 08:50:59,264 - mmaction - INFO - Epoch [117][880/940] lr: 4.000e-02, eta: 1 day, 23:44:45, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.5160, top5_acc: 0.7469, loss_cls: 2.1325, loss: 2.1325, grad_norm: 2.3367 2022-02-09 08:51:22,777 - mmaction - INFO - Epoch [117][900/940] lr: 4.000e-02, eta: 1 day, 23:44:15, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7428, loss_cls: 2.1499, loss: 2.1499, grad_norm: 2.4031 2022-02-09 08:51:46,240 - mmaction - INFO - Epoch [117][920/940] lr: 4.000e-02, eta: 1 day, 23:43:45, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.4990, top5_acc: 0.7402, loss_cls: 2.1590, loss: 2.1590, grad_norm: 2.4029 2022-02-09 08:52:08,520 - mmaction - INFO - Epoch [117][940/940] lr: 4.000e-02, eta: 1 day, 23:43:14, time: 1.114, data_time: 0.057, memory: 9497, top1_acc: 0.5209, top5_acc: 0.7433, loss_cls: 2.1154, loss: 2.1154, grad_norm: 2.3345 2022-02-09 08:54:41,786 - mmaction - INFO - Epoch [118][20/940] lr: 4.000e-02, eta: 1 day, 23:45:16, time: 7.546, data_time: 5.840, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7490, loss_cls: 2.1091, loss: 2.1091, grad_norm: 2.3393 2022-02-09 08:55:04,727 - mmaction - INFO - Epoch [118][40/940] lr: 4.000e-02, eta: 1 day, 23:44:46, time: 1.150, data_time: 0.048, memory: 9497, top1_acc: 0.5221, top5_acc: 0.7504, loss_cls: 2.0847, loss: 2.0847, grad_norm: 2.3983 2022-02-09 08:55:27,970 - mmaction - INFO - Epoch [118][60/940] lr: 4.000e-02, eta: 1 day, 23:44:16, time: 1.162, data_time: 0.042, memory: 9497, top1_acc: 0.4994, top5_acc: 0.7367, loss_cls: 2.1745, loss: 2.1745, grad_norm: 2.4232 2022-02-09 08:55:51,227 - mmaction - INFO - Epoch [118][80/940] lr: 4.000e-02, eta: 1 day, 23:43:46, time: 1.163, data_time: 0.044, memory: 9497, top1_acc: 0.5014, top5_acc: 0.7426, loss_cls: 2.1715, loss: 2.1715, grad_norm: 2.4159 2022-02-09 08:56:14,355 - mmaction - INFO - Epoch [118][100/940] lr: 4.000e-02, eta: 1 day, 23:43:16, time: 1.156, data_time: 0.046, memory: 9497, top1_acc: 0.5164, top5_acc: 0.7516, loss_cls: 2.1164, loss: 2.1164, grad_norm: 2.4137 2022-02-09 08:56:37,723 - mmaction - INFO - Epoch [118][120/940] lr: 4.000e-02, eta: 1 day, 23:42:46, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.5139, top5_acc: 0.7451, loss_cls: 2.1145, loss: 2.1145, grad_norm: 2.4243 2022-02-09 08:57:01,066 - mmaction - INFO - Epoch [118][140/940] lr: 4.000e-02, eta: 1 day, 23:42:16, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7500, loss_cls: 2.1125, loss: 2.1125, grad_norm: 2.3761 2022-02-09 08:57:24,391 - mmaction - INFO - Epoch [118][160/940] lr: 4.000e-02, eta: 1 day, 23:41:46, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.5105, top5_acc: 0.7424, loss_cls: 2.1331, loss: 2.1331, grad_norm: 2.3572 2022-02-09 08:57:47,900 - mmaction - INFO - Epoch [118][180/940] lr: 4.000e-02, eta: 1 day, 23:41:17, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7463, loss_cls: 2.0910, loss: 2.0910, grad_norm: 2.4135 2022-02-09 08:58:11,400 - mmaction - INFO - Epoch [118][200/940] lr: 4.000e-02, eta: 1 day, 23:40:47, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5021, top5_acc: 0.7363, loss_cls: 2.1485, loss: 2.1485, grad_norm: 2.4199 2022-02-09 08:58:34,887 - mmaction - INFO - Epoch [118][220/940] lr: 4.000e-02, eta: 1 day, 23:40:17, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.5031, top5_acc: 0.7285, loss_cls: 2.1955, loss: 2.1955, grad_norm: 2.3958 2022-02-09 08:58:58,469 - mmaction - INFO - Epoch [118][240/940] lr: 4.000e-02, eta: 1 day, 23:39:48, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.5188, top5_acc: 0.7506, loss_cls: 2.1033, loss: 2.1033, grad_norm: 2.4065 2022-02-09 08:59:22,806 - mmaction - INFO - Epoch [118][260/940] lr: 4.000e-02, eta: 1 day, 23:39:19, time: 1.216, data_time: 0.057, memory: 9497, top1_acc: 0.5133, top5_acc: 0.7525, loss_cls: 2.1124, loss: 2.1124, grad_norm: 2.4186 2022-02-09 08:59:46,318 - mmaction - INFO - Epoch [118][280/940] lr: 4.000e-02, eta: 1 day, 23:38:49, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.5109, top5_acc: 0.7471, loss_cls: 2.1585, loss: 2.1585, grad_norm: 2.4426 2022-02-09 09:00:09,876 - mmaction - INFO - Epoch [118][300/940] lr: 4.000e-02, eta: 1 day, 23:38:20, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.4986, top5_acc: 0.7365, loss_cls: 2.1822, loss: 2.1822, grad_norm: 2.4048 2022-02-09 09:00:33,371 - mmaction - INFO - Epoch [118][320/940] lr: 4.000e-02, eta: 1 day, 23:37:50, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.4965, top5_acc: 0.7451, loss_cls: 2.1622, loss: 2.1622, grad_norm: 2.4233 2022-02-09 09:00:56,845 - mmaction - INFO - Epoch [118][340/940] lr: 4.000e-02, eta: 1 day, 23:37:21, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5047, top5_acc: 0.7346, loss_cls: 2.1644, loss: 2.1644, grad_norm: 2.3726 2022-02-09 09:01:20,274 - mmaction - INFO - Epoch [118][360/940] lr: 4.000e-02, eta: 1 day, 23:36:51, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.4984, top5_acc: 0.7354, loss_cls: 2.1850, loss: 2.1850, grad_norm: 2.4512 2022-02-09 09:01:43,645 - mmaction - INFO - Epoch [118][380/940] lr: 4.000e-02, eta: 1 day, 23:36:21, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.1668, loss: 2.1668, grad_norm: 2.3782 2022-02-09 09:02:07,069 - mmaction - INFO - Epoch [118][400/940] lr: 4.000e-02, eta: 1 day, 23:35:51, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.5061, top5_acc: 0.7385, loss_cls: 2.1571, loss: 2.1571, grad_norm: 2.3961 2022-02-09 09:02:30,559 - mmaction - INFO - Epoch [118][420/940] lr: 4.000e-02, eta: 1 day, 23:35:22, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.5066, top5_acc: 0.7434, loss_cls: 2.1256, loss: 2.1256, grad_norm: 2.3998 2022-02-09 09:02:54,037 - mmaction - INFO - Epoch [118][440/940] lr: 4.000e-02, eta: 1 day, 23:34:52, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7420, loss_cls: 2.1154, loss: 2.1154, grad_norm: 2.4105 2022-02-09 09:03:17,512 - mmaction - INFO - Epoch [118][460/940] lr: 4.000e-02, eta: 1 day, 23:34:22, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.5102, top5_acc: 0.7424, loss_cls: 2.1376, loss: 2.1376, grad_norm: 2.4336 2022-02-09 09:03:40,832 - mmaction - INFO - Epoch [118][480/940] lr: 4.000e-02, eta: 1 day, 23:33:53, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.5020, top5_acc: 0.7350, loss_cls: 2.1747, loss: 2.1747, grad_norm: 2.3795 2022-02-09 09:04:04,277 - mmaction - INFO - Epoch [118][500/940] lr: 4.000e-02, eta: 1 day, 23:33:23, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5041, top5_acc: 0.7447, loss_cls: 2.1455, loss: 2.1455, grad_norm: 2.4102 2022-02-09 09:04:27,665 - mmaction - INFO - Epoch [118][520/940] lr: 4.000e-02, eta: 1 day, 23:32:53, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.5160, top5_acc: 0.7410, loss_cls: 2.1096, loss: 2.1096, grad_norm: 2.3802 2022-02-09 09:04:51,206 - mmaction - INFO - Epoch [118][540/940] lr: 4.000e-02, eta: 1 day, 23:32:24, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.5023, top5_acc: 0.7385, loss_cls: 2.1501, loss: 2.1501, grad_norm: 2.4175 2022-02-09 09:05:14,733 - mmaction - INFO - Epoch [118][560/940] lr: 4.000e-02, eta: 1 day, 23:31:54, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5104, top5_acc: 0.7355, loss_cls: 2.1578, loss: 2.1578, grad_norm: 2.3971 2022-02-09 09:05:38,103 - mmaction - INFO - Epoch [118][580/940] lr: 4.000e-02, eta: 1 day, 23:31:24, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.5039, top5_acc: 0.7396, loss_cls: 2.1371, loss: 2.1371, grad_norm: 2.3998 2022-02-09 09:06:01,518 - mmaction - INFO - Epoch [118][600/940] lr: 4.000e-02, eta: 1 day, 23:30:55, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5139, top5_acc: 0.7494, loss_cls: 2.1012, loss: 2.1012, grad_norm: 2.3795 2022-02-09 09:06:25,119 - mmaction - INFO - Epoch [118][620/940] lr: 4.000e-02, eta: 1 day, 23:30:25, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.5062, top5_acc: 0.7436, loss_cls: 2.1540, loss: 2.1540, grad_norm: 2.4039 2022-02-09 09:06:48,569 - mmaction - INFO - Epoch [118][640/940] lr: 4.000e-02, eta: 1 day, 23:29:55, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7488, loss_cls: 2.1325, loss: 2.1325, grad_norm: 2.4150 2022-02-09 09:07:12,063 - mmaction - INFO - Epoch [118][660/940] lr: 4.000e-02, eta: 1 day, 23:29:26, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7510, loss_cls: 2.1077, loss: 2.1077, grad_norm: 2.3644 2022-02-09 09:07:35,583 - mmaction - INFO - Epoch [118][680/940] lr: 4.000e-02, eta: 1 day, 23:28:56, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.5004, top5_acc: 0.7330, loss_cls: 2.1803, loss: 2.1803, grad_norm: 2.3928 2022-02-09 09:07:59,093 - mmaction - INFO - Epoch [118][700/940] lr: 4.000e-02, eta: 1 day, 23:28:27, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.4984, top5_acc: 0.7346, loss_cls: 2.1714, loss: 2.1714, grad_norm: 2.3687 2022-02-09 09:08:22,595 - mmaction - INFO - Epoch [118][720/940] lr: 4.000e-02, eta: 1 day, 23:27:57, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5031, top5_acc: 0.7471, loss_cls: 2.1035, loss: 2.1035, grad_norm: 2.3912 2022-02-09 09:08:46,137 - mmaction - INFO - Epoch [118][740/940] lr: 4.000e-02, eta: 1 day, 23:27:28, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5043, top5_acc: 0.7305, loss_cls: 2.1790, loss: 2.1790, grad_norm: 2.3929 2022-02-09 09:09:09,645 - mmaction - INFO - Epoch [118][760/940] lr: 4.000e-02, eta: 1 day, 23:26:58, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.5139, top5_acc: 0.7344, loss_cls: 2.1486, loss: 2.1486, grad_norm: 2.3932 2022-02-09 09:09:33,302 - mmaction - INFO - Epoch [118][780/940] lr: 4.000e-02, eta: 1 day, 23:26:29, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7438, loss_cls: 2.1337, loss: 2.1337, grad_norm: 2.3723 2022-02-09 09:09:56,854 - mmaction - INFO - Epoch [118][800/940] lr: 4.000e-02, eta: 1 day, 23:25:59, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7428, loss_cls: 2.1447, loss: 2.1447, grad_norm: 2.3790 2022-02-09 09:10:20,498 - mmaction - INFO - Epoch [118][820/940] lr: 4.000e-02, eta: 1 day, 23:25:30, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.5045, top5_acc: 0.7455, loss_cls: 2.1327, loss: 2.1327, grad_norm: 2.3752 2022-02-09 09:10:44,081 - mmaction - INFO - Epoch [118][840/940] lr: 4.000e-02, eta: 1 day, 23:25:00, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.5010, top5_acc: 0.7445, loss_cls: 2.1301, loss: 2.1301, grad_norm: 2.4108 2022-02-09 09:11:07,773 - mmaction - INFO - Epoch [118][860/940] lr: 4.000e-02, eta: 1 day, 23:24:31, time: 1.185, data_time: 0.054, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7426, loss_cls: 2.1492, loss: 2.1492, grad_norm: 2.3981 2022-02-09 09:11:31,358 - mmaction - INFO - Epoch [118][880/940] lr: 4.000e-02, eta: 1 day, 23:24:01, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5152, top5_acc: 0.7492, loss_cls: 2.1141, loss: 2.1141, grad_norm: 2.4157 2022-02-09 09:11:54,902 - mmaction - INFO - Epoch [118][900/940] lr: 4.000e-02, eta: 1 day, 23:23:32, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.5039, top5_acc: 0.7488, loss_cls: 2.1222, loss: 2.1222, grad_norm: 2.3769 2022-02-09 09:12:18,628 - mmaction - INFO - Epoch [118][920/940] lr: 4.000e-02, eta: 1 day, 23:23:02, time: 1.186, data_time: 0.058, memory: 9497, top1_acc: 0.5246, top5_acc: 0.7523, loss_cls: 2.0927, loss: 2.0927, grad_norm: 2.4267 2022-02-09 09:12:41,158 - mmaction - INFO - Epoch [118][940/940] lr: 4.000e-02, eta: 1 day, 23:22:32, time: 1.127, data_time: 0.059, memory: 9497, top1_acc: 0.5010, top5_acc: 0.7427, loss_cls: 2.1702, loss: 2.1702, grad_norm: 2.4273 2022-02-09 09:15:35,542 - mmaction - INFO - Epoch [119][20/940] lr: 4.000e-02, eta: 1 day, 23:24:50, time: 8.358, data_time: 6.859, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7541, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.3283 2022-02-09 09:15:58,444 - mmaction - INFO - Epoch [119][40/940] lr: 4.000e-02, eta: 1 day, 23:24:20, time: 1.145, data_time: 0.049, memory: 9497, top1_acc: 0.5094, top5_acc: 0.7432, loss_cls: 2.1132, loss: 2.1132, grad_norm: 2.4329 2022-02-09 09:16:21,638 - mmaction - INFO - Epoch [119][60/940] lr: 4.000e-02, eta: 1 day, 23:23:50, time: 1.160, data_time: 0.042, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7482, loss_cls: 2.1087, loss: 2.1087, grad_norm: 2.3725 2022-02-09 09:16:44,988 - mmaction - INFO - Epoch [119][80/940] lr: 4.000e-02, eta: 1 day, 23:23:20, time: 1.168, data_time: 0.044, memory: 9497, top1_acc: 0.5125, top5_acc: 0.7477, loss_cls: 2.1076, loss: 2.1076, grad_norm: 2.4376 2022-02-09 09:17:08,220 - mmaction - INFO - Epoch [119][100/940] lr: 4.000e-02, eta: 1 day, 23:22:50, time: 1.161, data_time: 0.048, memory: 9497, top1_acc: 0.5293, top5_acc: 0.7494, loss_cls: 2.0705, loss: 2.0705, grad_norm: 2.3837 2022-02-09 09:17:31,534 - mmaction - INFO - Epoch [119][120/940] lr: 4.000e-02, eta: 1 day, 23:22:20, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.5062, top5_acc: 0.7385, loss_cls: 2.1621, loss: 2.1621, grad_norm: 2.4285 2022-02-09 09:17:54,908 - mmaction - INFO - Epoch [119][140/940] lr: 4.000e-02, eta: 1 day, 23:21:51, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.5105, top5_acc: 0.7436, loss_cls: 2.1348, loss: 2.1348, grad_norm: 2.3964 2022-02-09 09:18:18,118 - mmaction - INFO - Epoch [119][160/940] lr: 4.000e-02, eta: 1 day, 23:21:21, time: 1.161, data_time: 0.050, memory: 9497, top1_acc: 0.5078, top5_acc: 0.7430, loss_cls: 2.1292, loss: 2.1292, grad_norm: 2.4402 2022-02-09 09:18:41,564 - mmaction - INFO - Epoch [119][180/940] lr: 4.000e-02, eta: 1 day, 23:20:51, time: 1.172, data_time: 0.046, memory: 9497, top1_acc: 0.5094, top5_acc: 0.7559, loss_cls: 2.0869, loss: 2.0869, grad_norm: 2.4131 2022-02-09 09:19:04,915 - mmaction - INFO - Epoch [119][200/940] lr: 4.000e-02, eta: 1 day, 23:20:21, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7484, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.4306 2022-02-09 09:19:28,259 - mmaction - INFO - Epoch [119][220/940] lr: 4.000e-02, eta: 1 day, 23:19:51, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7357, loss_cls: 2.1348, loss: 2.1348, grad_norm: 2.4375 2022-02-09 09:19:51,932 - mmaction - INFO - Epoch [119][240/940] lr: 4.000e-02, eta: 1 day, 23:19:22, time: 1.184, data_time: 0.056, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7410, loss_cls: 2.1148, loss: 2.1148, grad_norm: 2.4293 2022-02-09 09:20:15,883 - mmaction - INFO - Epoch [119][260/940] lr: 4.000e-02, eta: 1 day, 23:18:53, time: 1.197, data_time: 0.069, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7455, loss_cls: 2.0917, loss: 2.0917, grad_norm: 2.3853 2022-02-09 09:20:39,307 - mmaction - INFO - Epoch [119][280/940] lr: 4.000e-02, eta: 1 day, 23:18:23, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7352, loss_cls: 2.1604, loss: 2.1604, grad_norm: 2.4542 2022-02-09 09:21:02,703 - mmaction - INFO - Epoch [119][300/940] lr: 4.000e-02, eta: 1 day, 23:17:54, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.5072, top5_acc: 0.7428, loss_cls: 2.1365, loss: 2.1365, grad_norm: 2.4033 2022-02-09 09:21:26,224 - mmaction - INFO - Epoch [119][320/940] lr: 4.000e-02, eta: 1 day, 23:17:24, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7404, loss_cls: 2.1409, loss: 2.1409, grad_norm: 2.4012 2022-02-09 09:21:49,693 - mmaction - INFO - Epoch [119][340/940] lr: 4.000e-02, eta: 1 day, 23:16:54, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5131, top5_acc: 0.7480, loss_cls: 2.1358, loss: 2.1358, grad_norm: 2.4433 2022-02-09 09:22:13,123 - mmaction - INFO - Epoch [119][360/940] lr: 4.000e-02, eta: 1 day, 23:16:25, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.5072, top5_acc: 0.7434, loss_cls: 2.1460, loss: 2.1460, grad_norm: 2.4179 2022-02-09 09:22:36,556 - mmaction - INFO - Epoch [119][380/940] lr: 4.000e-02, eta: 1 day, 23:15:55, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.5119, top5_acc: 0.7506, loss_cls: 2.1100, loss: 2.1100, grad_norm: 2.4166 2022-02-09 09:23:00,000 - mmaction - INFO - Epoch [119][400/940] lr: 4.000e-02, eta: 1 day, 23:15:25, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.5066, top5_acc: 0.7428, loss_cls: 2.1328, loss: 2.1328, grad_norm: 2.3926 2022-02-09 09:23:23,335 - mmaction - INFO - Epoch [119][420/940] lr: 4.000e-02, eta: 1 day, 23:14:56, time: 1.167, data_time: 0.045, memory: 9497, top1_acc: 0.5012, top5_acc: 0.7393, loss_cls: 2.1644, loss: 2.1644, grad_norm: 2.4591 2022-02-09 09:23:46,790 - mmaction - INFO - Epoch [119][440/940] lr: 4.000e-02, eta: 1 day, 23:14:26, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7510, loss_cls: 2.0828, loss: 2.0828, grad_norm: 2.3516 2022-02-09 09:24:10,151 - mmaction - INFO - Epoch [119][460/940] lr: 4.000e-02, eta: 1 day, 23:13:56, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.5080, top5_acc: 0.7371, loss_cls: 2.1660, loss: 2.1660, grad_norm: 2.5025 2022-02-09 09:24:33,591 - mmaction - INFO - Epoch [119][480/940] lr: 4.000e-02, eta: 1 day, 23:13:27, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5002, top5_acc: 0.7424, loss_cls: 2.1440, loss: 2.1440, grad_norm: 2.4085 2022-02-09 09:24:56,957 - mmaction - INFO - Epoch [119][500/940] lr: 4.000e-02, eta: 1 day, 23:12:57, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7482, loss_cls: 2.1205, loss: 2.1205, grad_norm: 2.4128 2022-02-09 09:25:20,483 - mmaction - INFO - Epoch [119][520/940] lr: 4.000e-02, eta: 1 day, 23:12:27, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7457, loss_cls: 2.1107, loss: 2.1107, grad_norm: 2.4419 2022-02-09 09:25:43,917 - mmaction - INFO - Epoch [119][540/940] lr: 4.000e-02, eta: 1 day, 23:11:58, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7473, loss_cls: 2.0978, loss: 2.0978, grad_norm: 2.4313 2022-02-09 09:26:07,445 - mmaction - INFO - Epoch [119][560/940] lr: 4.000e-02, eta: 1 day, 23:11:28, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7398, loss_cls: 2.1443, loss: 2.1443, grad_norm: 2.3738 2022-02-09 09:26:30,944 - mmaction - INFO - Epoch [119][580/940] lr: 4.000e-02, eta: 1 day, 23:10:59, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5102, top5_acc: 0.7381, loss_cls: 2.1620, loss: 2.1620, grad_norm: 2.4341 2022-02-09 09:26:54,456 - mmaction - INFO - Epoch [119][600/940] lr: 4.000e-02, eta: 1 day, 23:10:29, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.5105, top5_acc: 0.7406, loss_cls: 2.1441, loss: 2.1441, grad_norm: 2.4021 2022-02-09 09:27:17,931 - mmaction - INFO - Epoch [119][620/940] lr: 4.000e-02, eta: 1 day, 23:10:00, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5076, top5_acc: 0.7488, loss_cls: 2.1399, loss: 2.1399, grad_norm: 2.4312 2022-02-09 09:27:41,376 - mmaction - INFO - Epoch [119][640/940] lr: 4.000e-02, eta: 1 day, 23:09:30, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7473, loss_cls: 2.1017, loss: 2.1017, grad_norm: 2.3998 2022-02-09 09:28:04,875 - mmaction - INFO - Epoch [119][660/940] lr: 4.000e-02, eta: 1 day, 23:09:00, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5006, top5_acc: 0.7377, loss_cls: 2.1687, loss: 2.1687, grad_norm: 2.3781 2022-02-09 09:28:28,371 - mmaction - INFO - Epoch [119][680/940] lr: 4.000e-02, eta: 1 day, 23:08:31, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7387, loss_cls: 2.1394, loss: 2.1394, grad_norm: 2.4132 2022-02-09 09:28:51,846 - mmaction - INFO - Epoch [119][700/940] lr: 4.000e-02, eta: 1 day, 23:08:01, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7404, loss_cls: 2.1355, loss: 2.1355, grad_norm: 2.3790 2022-02-09 09:29:15,442 - mmaction - INFO - Epoch [119][720/940] lr: 4.000e-02, eta: 1 day, 23:07:32, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7500, loss_cls: 2.1071, loss: 2.1071, grad_norm: 2.4298 2022-02-09 09:29:38,968 - mmaction - INFO - Epoch [119][740/940] lr: 4.000e-02, eta: 1 day, 23:07:02, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5131, top5_acc: 0.7408, loss_cls: 2.1169, loss: 2.1169, grad_norm: 2.4224 2022-02-09 09:30:02,462 - mmaction - INFO - Epoch [119][760/940] lr: 4.000e-02, eta: 1 day, 23:06:33, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.5037, top5_acc: 0.7414, loss_cls: 2.1548, loss: 2.1548, grad_norm: 2.4000 2022-02-09 09:30:25,919 - mmaction - INFO - Epoch [119][780/940] lr: 4.000e-02, eta: 1 day, 23:06:03, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.5002, top5_acc: 0.7438, loss_cls: 2.1718, loss: 2.1718, grad_norm: 2.4225 2022-02-09 09:30:49,436 - mmaction - INFO - Epoch [119][800/940] lr: 4.000e-02, eta: 1 day, 23:05:34, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.5002, top5_acc: 0.7402, loss_cls: 2.1563, loss: 2.1563, grad_norm: 2.4401 2022-02-09 09:31:12,934 - mmaction - INFO - Epoch [119][820/940] lr: 4.000e-02, eta: 1 day, 23:05:04, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5080, top5_acc: 0.7389, loss_cls: 2.1470, loss: 2.1470, grad_norm: 2.3667 2022-02-09 09:31:36,455 - mmaction - INFO - Epoch [119][840/940] lr: 4.000e-02, eta: 1 day, 23:04:35, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5047, top5_acc: 0.7348, loss_cls: 2.1715, loss: 2.1715, grad_norm: 2.3859 2022-02-09 09:32:00,071 - mmaction - INFO - Epoch [119][860/940] lr: 4.000e-02, eta: 1 day, 23:04:05, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7449, loss_cls: 2.1242, loss: 2.1242, grad_norm: 2.3504 2022-02-09 09:32:23,584 - mmaction - INFO - Epoch [119][880/940] lr: 4.000e-02, eta: 1 day, 23:03:36, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5023, top5_acc: 0.7314, loss_cls: 2.1866, loss: 2.1866, grad_norm: 2.4504 2022-02-09 09:32:47,004 - mmaction - INFO - Epoch [119][900/940] lr: 4.000e-02, eta: 1 day, 23:03:06, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5062, top5_acc: 0.7459, loss_cls: 2.1294, loss: 2.1294, grad_norm: 2.4113 2022-02-09 09:33:10,472 - mmaction - INFO - Epoch [119][920/940] lr: 4.000e-02, eta: 1 day, 23:02:37, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.5109, top5_acc: 0.7418, loss_cls: 2.1373, loss: 2.1373, grad_norm: 2.4337 2022-02-09 09:33:32,848 - mmaction - INFO - Epoch [119][940/940] lr: 4.000e-02, eta: 1 day, 23:02:06, time: 1.119, data_time: 0.062, memory: 9497, top1_acc: 0.5073, top5_acc: 0.7508, loss_cls: 2.1186, loss: 2.1186, grad_norm: 2.4428 2022-02-09 09:35:55,312 - mmaction - INFO - Epoch [120][20/940] lr: 4.000e-02, eta: 1 day, 23:03:51, time: 7.028, data_time: 5.671, memory: 9497, top1_acc: 0.5125, top5_acc: 0.7355, loss_cls: 2.1713, loss: 2.1713, grad_norm: 2.4395 2022-02-09 09:36:18,357 - mmaction - INFO - Epoch [120][40/940] lr: 4.000e-02, eta: 1 day, 23:03:21, time: 1.151, data_time: 0.046, memory: 9497, top1_acc: 0.5068, top5_acc: 0.7447, loss_cls: 2.1218, loss: 2.1218, grad_norm: 2.4188 2022-02-09 09:36:41,471 - mmaction - INFO - Epoch [120][60/940] lr: 4.000e-02, eta: 1 day, 23:02:51, time: 1.156, data_time: 0.041, memory: 9497, top1_acc: 0.5242, top5_acc: 0.7555, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.3833 2022-02-09 09:37:04,794 - mmaction - INFO - Epoch [120][80/940] lr: 4.000e-02, eta: 1 day, 23:02:21, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.5023, top5_acc: 0.7443, loss_cls: 2.1219, loss: 2.1219, grad_norm: 2.4668 2022-02-09 09:37:28,096 - mmaction - INFO - Epoch [120][100/940] lr: 4.000e-02, eta: 1 day, 23:01:51, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.5068, top5_acc: 0.7471, loss_cls: 2.1011, loss: 2.1011, grad_norm: 2.4078 2022-02-09 09:37:51,276 - mmaction - INFO - Epoch [120][120/940] lr: 4.000e-02, eta: 1 day, 23:01:21, time: 1.159, data_time: 0.051, memory: 9497, top1_acc: 0.4998, top5_acc: 0.7402, loss_cls: 2.1472, loss: 2.1472, grad_norm: 2.4489 2022-02-09 09:38:14,609 - mmaction - INFO - Epoch [120][140/940] lr: 4.000e-02, eta: 1 day, 23:00:52, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.5057, top5_acc: 0.7379, loss_cls: 2.1693, loss: 2.1693, grad_norm: 2.4495 2022-02-09 09:38:37,910 - mmaction - INFO - Epoch [120][160/940] lr: 4.000e-02, eta: 1 day, 23:00:22, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.5184, top5_acc: 0.7549, loss_cls: 2.0757, loss: 2.0757, grad_norm: 2.4161 2022-02-09 09:39:01,388 - mmaction - INFO - Epoch [120][180/940] lr: 4.000e-02, eta: 1 day, 22:59:52, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.5182, top5_acc: 0.7531, loss_cls: 2.1023, loss: 2.1023, grad_norm: 2.4371 2022-02-09 09:39:24,717 - mmaction - INFO - Epoch [120][200/940] lr: 4.000e-02, eta: 1 day, 22:59:23, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.1004, loss: 2.1004, grad_norm: 2.3805 2022-02-09 09:39:48,205 - mmaction - INFO - Epoch [120][220/940] lr: 4.000e-02, eta: 1 day, 22:58:53, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5035, top5_acc: 0.7400, loss_cls: 2.1452, loss: 2.1452, grad_norm: 2.4340 2022-02-09 09:40:11,616 - mmaction - INFO - Epoch [120][240/940] lr: 4.000e-02, eta: 1 day, 22:58:23, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7521, loss_cls: 2.0842, loss: 2.0842, grad_norm: 2.3969 2022-02-09 09:40:35,074 - mmaction - INFO - Epoch [120][260/940] lr: 4.000e-02, eta: 1 day, 22:57:54, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7521, loss_cls: 2.1118, loss: 2.1118, grad_norm: 2.4023 2022-02-09 09:40:58,568 - mmaction - INFO - Epoch [120][280/940] lr: 4.000e-02, eta: 1 day, 22:57:24, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5113, top5_acc: 0.7432, loss_cls: 2.1325, loss: 2.1325, grad_norm: 2.4464 2022-02-09 09:41:22,089 - mmaction - INFO - Epoch [120][300/940] lr: 4.000e-02, eta: 1 day, 22:56:55, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5119, top5_acc: 0.7383, loss_cls: 2.1513, loss: 2.1513, grad_norm: 2.4709 2022-02-09 09:41:45,586 - mmaction - INFO - Epoch [120][320/940] lr: 4.000e-02, eta: 1 day, 22:56:25, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7436, loss_cls: 2.1228, loss: 2.1228, grad_norm: 2.3933 2022-02-09 09:42:09,042 - mmaction - INFO - Epoch [120][340/940] lr: 4.000e-02, eta: 1 day, 22:55:56, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7342, loss_cls: 2.1607, loss: 2.1607, grad_norm: 2.3924 2022-02-09 09:42:32,497 - mmaction - INFO - Epoch [120][360/940] lr: 4.000e-02, eta: 1 day, 22:55:26, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.5148, top5_acc: 0.7488, loss_cls: 2.0936, loss: 2.0936, grad_norm: 2.3912 2022-02-09 09:42:55,978 - mmaction - INFO - Epoch [120][380/940] lr: 4.000e-02, eta: 1 day, 22:54:57, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5049, top5_acc: 0.7428, loss_cls: 2.1496, loss: 2.1496, grad_norm: 2.4476 2022-02-09 09:43:19,449 - mmaction - INFO - Epoch [120][400/940] lr: 4.000e-02, eta: 1 day, 22:54:27, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7459, loss_cls: 2.1253, loss: 2.1253, grad_norm: 2.4244 2022-02-09 09:43:42,863 - mmaction - INFO - Epoch [120][420/940] lr: 4.000e-02, eta: 1 day, 22:53:57, time: 1.171, data_time: 0.061, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7395, loss_cls: 2.1399, loss: 2.1399, grad_norm: 2.4011 2022-02-09 09:44:06,258 - mmaction - INFO - Epoch [120][440/940] lr: 4.000e-02, eta: 1 day, 22:53:28, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.5076, top5_acc: 0.7504, loss_cls: 2.1019, loss: 2.1019, grad_norm: 2.4115 2022-02-09 09:44:29,752 - mmaction - INFO - Epoch [120][460/940] lr: 4.000e-02, eta: 1 day, 22:52:58, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5023, top5_acc: 0.7385, loss_cls: 2.1729, loss: 2.1729, grad_norm: 2.5114 2022-02-09 09:44:53,238 - mmaction - INFO - Epoch [120][480/940] lr: 4.000e-02, eta: 1 day, 22:52:29, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0612, loss: 2.0612, grad_norm: 2.4745 2022-02-09 09:45:16,754 - mmaction - INFO - Epoch [120][500/940] lr: 4.000e-02, eta: 1 day, 22:51:59, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7420, loss_cls: 2.1180, loss: 2.1180, grad_norm: 2.4002 2022-02-09 09:45:40,186 - mmaction - INFO - Epoch [120][520/940] lr: 4.000e-02, eta: 1 day, 22:51:30, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7471, loss_cls: 2.1182, loss: 2.1182, grad_norm: 2.4355 2022-02-09 09:46:03,675 - mmaction - INFO - Epoch [120][540/940] lr: 4.000e-02, eta: 1 day, 22:51:00, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7439, loss_cls: 2.1320, loss: 2.1320, grad_norm: 2.4173 2022-02-09 09:46:27,185 - mmaction - INFO - Epoch [120][560/940] lr: 4.000e-02, eta: 1 day, 22:50:31, time: 1.175, data_time: 0.064, memory: 9497, top1_acc: 0.5035, top5_acc: 0.7439, loss_cls: 2.1492, loss: 2.1492, grad_norm: 2.4189 2022-02-09 09:46:50,618 - mmaction - INFO - Epoch [120][580/940] lr: 4.000e-02, eta: 1 day, 22:50:01, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5004, top5_acc: 0.7354, loss_cls: 2.1939, loss: 2.1939, grad_norm: 2.4832 2022-02-09 09:47:14,073 - mmaction - INFO - Epoch [120][600/940] lr: 4.000e-02, eta: 1 day, 22:49:32, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5004, top5_acc: 0.7412, loss_cls: 2.1349, loss: 2.1349, grad_norm: 2.4679 2022-02-09 09:47:37,545 - mmaction - INFO - Epoch [120][620/940] lr: 4.000e-02, eta: 1 day, 22:49:02, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.4980, top5_acc: 0.7404, loss_cls: 2.1738, loss: 2.1738, grad_norm: 2.4479 2022-02-09 09:48:00,889 - mmaction - INFO - Epoch [120][640/940] lr: 4.000e-02, eta: 1 day, 22:48:32, time: 1.167, data_time: 0.056, memory: 9497, top1_acc: 0.5033, top5_acc: 0.7473, loss_cls: 2.1306, loss: 2.1306, grad_norm: 2.4325 2022-02-09 09:48:24,313 - mmaction - INFO - Epoch [120][660/940] lr: 4.000e-02, eta: 1 day, 22:48:03, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7510, loss_cls: 2.1163, loss: 2.1163, grad_norm: 2.4202 2022-02-09 09:48:47,778 - mmaction - INFO - Epoch [120][680/940] lr: 4.000e-02, eta: 1 day, 22:47:33, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7439, loss_cls: 2.1347, loss: 2.1347, grad_norm: 2.3972 2022-02-09 09:49:11,250 - mmaction - INFO - Epoch [120][700/940] lr: 4.000e-02, eta: 1 day, 22:47:04, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.5100, top5_acc: 0.7402, loss_cls: 2.1457, loss: 2.1457, grad_norm: 2.4512 2022-02-09 09:49:34,668 - mmaction - INFO - Epoch [120][720/940] lr: 4.000e-02, eta: 1 day, 22:46:34, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.5268, top5_acc: 0.7486, loss_cls: 2.0955, loss: 2.0955, grad_norm: 2.3890 2022-02-09 09:49:57,994 - mmaction - INFO - Epoch [120][740/940] lr: 4.000e-02, eta: 1 day, 22:46:04, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.5143, top5_acc: 0.7504, loss_cls: 2.1076, loss: 2.1076, grad_norm: 2.4319 2022-02-09 09:50:22,556 - mmaction - INFO - Epoch [120][760/940] lr: 4.000e-02, eta: 1 day, 22:45:36, time: 1.228, data_time: 0.055, memory: 9497, top1_acc: 0.5123, top5_acc: 0.7387, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.4347 2022-02-09 09:50:46,201 - mmaction - INFO - Epoch [120][780/940] lr: 4.000e-02, eta: 1 day, 22:45:07, time: 1.182, data_time: 0.068, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7447, loss_cls: 2.0817, loss: 2.0817, grad_norm: 2.3763 2022-02-09 09:51:09,613 - mmaction - INFO - Epoch [120][800/940] lr: 4.000e-02, eta: 1 day, 22:44:37, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1216, loss: 2.1216, grad_norm: 2.4772 2022-02-09 09:51:33,131 - mmaction - INFO - Epoch [120][820/940] lr: 4.000e-02, eta: 1 day, 22:44:08, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5061, top5_acc: 0.7455, loss_cls: 2.1305, loss: 2.1305, grad_norm: 2.4179 2022-02-09 09:51:56,632 - mmaction - INFO - Epoch [120][840/940] lr: 4.000e-02, eta: 1 day, 22:43:38, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7490, loss_cls: 2.0961, loss: 2.0961, grad_norm: 2.4036 2022-02-09 09:52:20,167 - mmaction - INFO - Epoch [120][860/940] lr: 4.000e-02, eta: 1 day, 22:43:09, time: 1.177, data_time: 0.063, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7459, loss_cls: 2.0923, loss: 2.0923, grad_norm: 2.3931 2022-02-09 09:52:43,659 - mmaction - INFO - Epoch [120][880/940] lr: 4.000e-02, eta: 1 day, 22:42:39, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7379, loss_cls: 2.1819, loss: 2.1819, grad_norm: 2.4484 2022-02-09 09:53:07,177 - mmaction - INFO - Epoch [120][900/940] lr: 4.000e-02, eta: 1 day, 22:42:10, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7447, loss_cls: 2.0942, loss: 2.0942, grad_norm: 2.3886 2022-02-09 09:53:30,737 - mmaction - INFO - Epoch [120][920/940] lr: 4.000e-02, eta: 1 day, 22:41:41, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7455, loss_cls: 2.1163, loss: 2.1163, grad_norm: 2.4053 2022-02-09 09:53:53,095 - mmaction - INFO - Epoch [120][940/940] lr: 4.000e-02, eta: 1 day, 22:41:10, time: 1.118, data_time: 0.067, memory: 9497, top1_acc: 0.4909, top5_acc: 0.7348, loss_cls: 2.2057, loss: 2.2057, grad_norm: 2.5040 2022-02-09 09:54:00,170 - mmaction - INFO - Saving checkpoint at 120 epochs 2022-02-09 09:57:20,308 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 09:57:21,177 - mmaction - INFO - top1_acc 0.5638 top5_acc 0.8109 2022-02-09 09:57:21,177 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 09:57:21,305 - mmaction - INFO - mean_acc 0.5637 2022-02-09 09:57:21,329 - mmaction - INFO - Epoch(val) [120][78] top1_acc: 0.5638, top5_acc: 0.8109, mean_class_accuracy: 0.5637 2022-02-09 10:00:14,190 - mmaction - INFO - Epoch [121][20/940] lr: 4.000e-02, eta: 1 day, 22:43:30, time: 8.639, data_time: 7.013, memory: 9497, top1_acc: 0.5070, top5_acc: 0.7295, loss_cls: 2.1581, loss: 2.1581, grad_norm: 2.4032 2022-02-09 10:00:37,348 - mmaction - INFO - Epoch [121][40/940] lr: 4.000e-02, eta: 1 day, 22:43:00, time: 1.158, data_time: 0.046, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7512, loss_cls: 2.0845, loss: 2.0845, grad_norm: 2.4088 2022-02-09 10:01:00,424 - mmaction - INFO - Epoch [121][60/940] lr: 4.000e-02, eta: 1 day, 22:42:30, time: 1.153, data_time: 0.045, memory: 9497, top1_acc: 0.5121, top5_acc: 0.7459, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.3862 2022-02-09 10:01:23,521 - mmaction - INFO - Epoch [121][80/940] lr: 4.000e-02, eta: 1 day, 22:42:00, time: 1.156, data_time: 0.048, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7514, loss_cls: 2.0970, loss: 2.0970, grad_norm: 2.4408 2022-02-09 10:01:46,681 - mmaction - INFO - Epoch [121][100/940] lr: 4.000e-02, eta: 1 day, 22:41:30, time: 1.157, data_time: 0.043, memory: 9497, top1_acc: 0.5039, top5_acc: 0.7434, loss_cls: 2.1563, loss: 2.1563, grad_norm: 2.4395 2022-02-09 10:02:10,027 - mmaction - INFO - Epoch [121][120/940] lr: 4.000e-02, eta: 1 day, 22:41:00, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.5311, top5_acc: 0.7604, loss_cls: 2.0229, loss: 2.0229, grad_norm: 2.4057 2022-02-09 10:02:33,234 - mmaction - INFO - Epoch [121][140/940] lr: 4.000e-02, eta: 1 day, 22:40:30, time: 1.160, data_time: 0.044, memory: 9497, top1_acc: 0.5109, top5_acc: 0.7471, loss_cls: 2.1194, loss: 2.1194, grad_norm: 2.4570 2022-02-09 10:02:56,589 - mmaction - INFO - Epoch [121][160/940] lr: 4.000e-02, eta: 1 day, 22:40:01, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7432, loss_cls: 2.1015, loss: 2.1015, grad_norm: 2.4477 2022-02-09 10:03:19,913 - mmaction - INFO - Epoch [121][180/940] lr: 4.000e-02, eta: 1 day, 22:39:31, time: 1.166, data_time: 0.054, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7377, loss_cls: 2.1337, loss: 2.1337, grad_norm: 2.4375 2022-02-09 10:03:43,236 - mmaction - INFO - Epoch [121][200/940] lr: 4.000e-02, eta: 1 day, 22:39:01, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7506, loss_cls: 2.1006, loss: 2.1006, grad_norm: 2.3885 2022-02-09 10:04:06,564 - mmaction - INFO - Epoch [121][220/940] lr: 4.000e-02, eta: 1 day, 22:38:32, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.5152, top5_acc: 0.7486, loss_cls: 2.1210, loss: 2.1210, grad_norm: 2.5049 2022-02-09 10:04:29,993 - mmaction - INFO - Epoch [121][240/940] lr: 4.000e-02, eta: 1 day, 22:38:02, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7379, loss_cls: 2.1571, loss: 2.1571, grad_norm: 2.4651 2022-02-09 10:04:53,382 - mmaction - INFO - Epoch [121][260/940] lr: 4.000e-02, eta: 1 day, 22:37:32, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7402, loss_cls: 2.1385, loss: 2.1385, grad_norm: 2.3700 2022-02-09 10:05:16,844 - mmaction - INFO - Epoch [121][280/940] lr: 4.000e-02, eta: 1 day, 22:37:03, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.5129, top5_acc: 0.7461, loss_cls: 2.1195, loss: 2.1195, grad_norm: 2.4274 2022-02-09 10:05:40,191 - mmaction - INFO - Epoch [121][300/940] lr: 4.000e-02, eta: 1 day, 22:36:33, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.5068, top5_acc: 0.7441, loss_cls: 2.1344, loss: 2.1344, grad_norm: 2.4583 2022-02-09 10:06:03,654 - mmaction - INFO - Epoch [121][320/940] lr: 4.000e-02, eta: 1 day, 22:36:04, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.1328, loss: 2.1328, grad_norm: 2.4383 2022-02-09 10:06:27,089 - mmaction - INFO - Epoch [121][340/940] lr: 4.000e-02, eta: 1 day, 22:35:34, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.4992, top5_acc: 0.7416, loss_cls: 2.1739, loss: 2.1739, grad_norm: 2.4670 2022-02-09 10:06:50,430 - mmaction - INFO - Epoch [121][360/940] lr: 4.000e-02, eta: 1 day, 22:35:04, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7510, loss_cls: 2.0889, loss: 2.0889, grad_norm: 2.3799 2022-02-09 10:07:13,901 - mmaction - INFO - Epoch [121][380/940] lr: 4.000e-02, eta: 1 day, 22:34:35, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5061, top5_acc: 0.7432, loss_cls: 2.1656, loss: 2.1656, grad_norm: 2.4948 2022-02-09 10:07:37,414 - mmaction - INFO - Epoch [121][400/940] lr: 4.000e-02, eta: 1 day, 22:34:05, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7426, loss_cls: 2.1428, loss: 2.1428, grad_norm: 2.4203 2022-02-09 10:08:00,960 - mmaction - INFO - Epoch [121][420/940] lr: 4.000e-02, eta: 1 day, 22:33:36, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.5158, top5_acc: 0.7449, loss_cls: 2.1020, loss: 2.1020, grad_norm: 2.4096 2022-02-09 10:08:24,458 - mmaction - INFO - Epoch [121][440/940] lr: 4.000e-02, eta: 1 day, 22:33:07, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5070, top5_acc: 0.7389, loss_cls: 2.1401, loss: 2.1401, grad_norm: 2.4304 2022-02-09 10:08:47,936 - mmaction - INFO - Epoch [121][460/940] lr: 4.000e-02, eta: 1 day, 22:32:37, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7473, loss_cls: 2.1126, loss: 2.1126, grad_norm: 2.4319 2022-02-09 10:09:11,581 - mmaction - INFO - Epoch [121][480/940] lr: 4.000e-02, eta: 1 day, 22:32:08, time: 1.182, data_time: 0.046, memory: 9497, top1_acc: 0.5105, top5_acc: 0.7484, loss_cls: 2.1002, loss: 2.1002, grad_norm: 2.4271 2022-02-09 10:09:35,064 - mmaction - INFO - Epoch [121][500/940] lr: 4.000e-02, eta: 1 day, 22:31:38, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5066, top5_acc: 0.7467, loss_cls: 2.1410, loss: 2.1410, grad_norm: 2.4752 2022-02-09 10:09:58,616 - mmaction - INFO - Epoch [121][520/940] lr: 4.000e-02, eta: 1 day, 22:31:09, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7412, loss_cls: 2.1283, loss: 2.1283, grad_norm: 2.4604 2022-02-09 10:10:22,116 - mmaction - INFO - Epoch [121][540/940] lr: 4.000e-02, eta: 1 day, 22:30:39, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5107, top5_acc: 0.7443, loss_cls: 2.1086, loss: 2.1086, grad_norm: 2.5066 2022-02-09 10:10:45,622 - mmaction - INFO - Epoch [121][560/940] lr: 4.000e-02, eta: 1 day, 22:30:10, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5020, top5_acc: 0.7445, loss_cls: 2.1338, loss: 2.1338, grad_norm: 2.4199 2022-02-09 10:11:09,027 - mmaction - INFO - Epoch [121][580/940] lr: 4.000e-02, eta: 1 day, 22:29:40, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7438, loss_cls: 2.0948, loss: 2.0948, grad_norm: 2.3888 2022-02-09 10:11:32,447 - mmaction - INFO - Epoch [121][600/940] lr: 4.000e-02, eta: 1 day, 22:29:11, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7465, loss_cls: 2.1276, loss: 2.1276, grad_norm: 2.4518 2022-02-09 10:11:55,768 - mmaction - INFO - Epoch [121][620/940] lr: 4.000e-02, eta: 1 day, 22:28:41, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7514, loss_cls: 2.1000, loss: 2.1000, grad_norm: 2.4383 2022-02-09 10:12:19,208 - mmaction - INFO - Epoch [121][640/940] lr: 4.000e-02, eta: 1 day, 22:28:12, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7527, loss_cls: 2.1005, loss: 2.1005, grad_norm: 2.4360 2022-02-09 10:12:42,675 - mmaction - INFO - Epoch [121][660/940] lr: 4.000e-02, eta: 1 day, 22:27:42, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.1343, loss: 2.1343, grad_norm: 2.4192 2022-02-09 10:13:06,097 - mmaction - INFO - Epoch [121][680/940] lr: 4.000e-02, eta: 1 day, 22:27:13, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7395, loss_cls: 2.1439, loss: 2.1439, grad_norm: 2.4138 2022-02-09 10:13:29,541 - mmaction - INFO - Epoch [121][700/940] lr: 4.000e-02, eta: 1 day, 22:26:43, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.4939, top5_acc: 0.7396, loss_cls: 2.1576, loss: 2.1576, grad_norm: 2.4590 2022-02-09 10:13:53,118 - mmaction - INFO - Epoch [121][720/940] lr: 4.000e-02, eta: 1 day, 22:26:14, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7518, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.4549 2022-02-09 10:14:16,598 - mmaction - INFO - Epoch [121][740/940] lr: 4.000e-02, eta: 1 day, 22:25:44, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5078, top5_acc: 0.7467, loss_cls: 2.1192, loss: 2.1192, grad_norm: 2.4196 2022-02-09 10:14:40,201 - mmaction - INFO - Epoch [121][760/940] lr: 4.000e-02, eta: 1 day, 22:25:15, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.5021, top5_acc: 0.7354, loss_cls: 2.1850, loss: 2.1850, grad_norm: 2.4746 2022-02-09 10:15:03,701 - mmaction - INFO - Epoch [121][780/940] lr: 4.000e-02, eta: 1 day, 22:24:46, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.5254, top5_acc: 0.7432, loss_cls: 2.1053, loss: 2.1053, grad_norm: 2.3806 2022-02-09 10:15:27,326 - mmaction - INFO - Epoch [121][800/940] lr: 4.000e-02, eta: 1 day, 22:24:16, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.5115, top5_acc: 0.7430, loss_cls: 2.1224, loss: 2.1224, grad_norm: 2.4189 2022-02-09 10:15:50,919 - mmaction - INFO - Epoch [121][820/940] lr: 4.000e-02, eta: 1 day, 22:23:47, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.5080, top5_acc: 0.7414, loss_cls: 2.1321, loss: 2.1321, grad_norm: 2.4160 2022-02-09 10:16:14,423 - mmaction - INFO - Epoch [121][840/940] lr: 4.000e-02, eta: 1 day, 22:23:18, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5213, top5_acc: 0.7529, loss_cls: 2.0589, loss: 2.0589, grad_norm: 2.4355 2022-02-09 10:16:37,980 - mmaction - INFO - Epoch [121][860/940] lr: 4.000e-02, eta: 1 day, 22:22:48, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.5025, top5_acc: 0.7303, loss_cls: 2.1952, loss: 2.1952, grad_norm: 2.4976 2022-02-09 10:17:01,615 - mmaction - INFO - Epoch [121][880/940] lr: 4.000e-02, eta: 1 day, 22:22:19, time: 1.182, data_time: 0.045, memory: 9497, top1_acc: 0.5133, top5_acc: 0.7396, loss_cls: 2.1504, loss: 2.1504, grad_norm: 2.4438 2022-02-09 10:17:25,164 - mmaction - INFO - Epoch [121][900/940] lr: 4.000e-02, eta: 1 day, 22:21:50, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.5072, top5_acc: 0.7373, loss_cls: 2.1350, loss: 2.1350, grad_norm: 2.4246 2022-02-09 10:17:48,580 - mmaction - INFO - Epoch [121][920/940] lr: 4.000e-02, eta: 1 day, 22:21:20, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.5242, top5_acc: 0.7625, loss_cls: 2.0459, loss: 2.0459, grad_norm: 2.4481 2022-02-09 10:18:10,997 - mmaction - INFO - Epoch [121][940/940] lr: 4.000e-02, eta: 1 day, 22:20:49, time: 1.121, data_time: 0.060, memory: 9497, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.1487, loss: 2.1487, grad_norm: 2.5061 2022-02-09 10:21:05,646 - mmaction - INFO - Epoch [122][20/940] lr: 4.000e-02, eta: 1 day, 22:23:02, time: 8.421, data_time: 7.167, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7414, loss_cls: 2.1488, loss: 2.1488, grad_norm: 2.4479 2022-02-09 10:21:28,580 - mmaction - INFO - Epoch [122][40/940] lr: 4.000e-02, eta: 1 day, 22:22:32, time: 1.147, data_time: 0.053, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7514, loss_cls: 2.0640, loss: 2.0640, grad_norm: 2.3956 2022-02-09 10:21:51,684 - mmaction - INFO - Epoch [122][60/940] lr: 4.000e-02, eta: 1 day, 22:22:02, time: 1.154, data_time: 0.048, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7479, loss_cls: 2.0939, loss: 2.0939, grad_norm: 2.4604 2022-02-09 10:22:14,839 - mmaction - INFO - Epoch [122][80/940] lr: 4.000e-02, eta: 1 day, 22:21:32, time: 1.158, data_time: 0.045, memory: 9497, top1_acc: 0.5199, top5_acc: 0.7484, loss_cls: 2.0976, loss: 2.0976, grad_norm: 2.4042 2022-02-09 10:22:38,002 - mmaction - INFO - Epoch [122][100/940] lr: 4.000e-02, eta: 1 day, 22:21:02, time: 1.158, data_time: 0.048, memory: 9497, top1_acc: 0.5256, top5_acc: 0.7592, loss_cls: 2.0515, loss: 2.0515, grad_norm: 2.4324 2022-02-09 10:23:01,202 - mmaction - INFO - Epoch [122][120/940] lr: 4.000e-02, eta: 1 day, 22:20:32, time: 1.160, data_time: 0.048, memory: 9497, top1_acc: 0.5082, top5_acc: 0.7479, loss_cls: 2.1228, loss: 2.1228, grad_norm: 2.4003 2022-02-09 10:23:24,386 - mmaction - INFO - Epoch [122][140/940] lr: 4.000e-02, eta: 1 day, 22:20:02, time: 1.160, data_time: 0.047, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7459, loss_cls: 2.1187, loss: 2.1187, grad_norm: 2.4426 2022-02-09 10:23:47,777 - mmaction - INFO - Epoch [122][160/940] lr: 4.000e-02, eta: 1 day, 22:19:33, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7422, loss_cls: 2.1324, loss: 2.1324, grad_norm: 2.4570 2022-02-09 10:24:11,215 - mmaction - INFO - Epoch [122][180/940] lr: 4.000e-02, eta: 1 day, 22:19:03, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7459, loss_cls: 2.1230, loss: 2.1230, grad_norm: 2.4577 2022-02-09 10:24:34,481 - mmaction - INFO - Epoch [122][200/940] lr: 4.000e-02, eta: 1 day, 22:18:34, time: 1.164, data_time: 0.053, memory: 9497, top1_acc: 0.5043, top5_acc: 0.7469, loss_cls: 2.1581, loss: 2.1581, grad_norm: 2.4726 2022-02-09 10:24:57,831 - mmaction - INFO - Epoch [122][220/940] lr: 4.000e-02, eta: 1 day, 22:18:04, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7520, loss_cls: 2.0990, loss: 2.0990, grad_norm: 2.4265 2022-02-09 10:25:21,365 - mmaction - INFO - Epoch [122][240/940] lr: 4.000e-02, eta: 1 day, 22:17:35, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7453, loss_cls: 2.1262, loss: 2.1262, grad_norm: 2.4965 2022-02-09 10:25:44,918 - mmaction - INFO - Epoch [122][260/940] lr: 4.000e-02, eta: 1 day, 22:17:05, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7463, loss_cls: 2.1151, loss: 2.1151, grad_norm: 2.4804 2022-02-09 10:26:08,412 - mmaction - INFO - Epoch [122][280/940] lr: 4.000e-02, eta: 1 day, 22:16:36, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7531, loss_cls: 2.0514, loss: 2.0514, grad_norm: 2.4145 2022-02-09 10:26:31,881 - mmaction - INFO - Epoch [122][300/940] lr: 4.000e-02, eta: 1 day, 22:16:06, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5266, top5_acc: 0.7561, loss_cls: 2.0631, loss: 2.0631, grad_norm: 2.4366 2022-02-09 10:26:55,400 - mmaction - INFO - Epoch [122][320/940] lr: 4.000e-02, eta: 1 day, 22:15:37, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.5021, top5_acc: 0.7410, loss_cls: 2.1485, loss: 2.1485, grad_norm: 2.4956 2022-02-09 10:27:18,862 - mmaction - INFO - Epoch [122][340/940] lr: 4.000e-02, eta: 1 day, 22:15:07, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7443, loss_cls: 2.1337, loss: 2.1337, grad_norm: 2.4759 2022-02-09 10:27:42,245 - mmaction - INFO - Epoch [122][360/940] lr: 4.000e-02, eta: 1 day, 22:14:38, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.5199, top5_acc: 0.7547, loss_cls: 2.0689, loss: 2.0689, grad_norm: 2.4760 2022-02-09 10:28:05,613 - mmaction - INFO - Epoch [122][380/940] lr: 4.000e-02, eta: 1 day, 22:14:08, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7502, loss_cls: 2.0773, loss: 2.0773, grad_norm: 2.4584 2022-02-09 10:28:29,128 - mmaction - INFO - Epoch [122][400/940] lr: 4.000e-02, eta: 1 day, 22:13:39, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.5076, top5_acc: 0.7352, loss_cls: 2.1370, loss: 2.1370, grad_norm: 2.4355 2022-02-09 10:28:52,622 - mmaction - INFO - Epoch [122][420/940] lr: 4.000e-02, eta: 1 day, 22:13:09, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.4918, top5_acc: 0.7367, loss_cls: 2.1821, loss: 2.1821, grad_norm: 2.4611 2022-02-09 10:29:15,984 - mmaction - INFO - Epoch [122][440/940] lr: 4.000e-02, eta: 1 day, 22:12:40, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.5152, top5_acc: 0.7596, loss_cls: 2.0528, loss: 2.0528, grad_norm: 2.4527 2022-02-09 10:29:39,477 - mmaction - INFO - Epoch [122][460/940] lr: 4.000e-02, eta: 1 day, 22:12:10, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5129, top5_acc: 0.7453, loss_cls: 2.1101, loss: 2.1101, grad_norm: 2.4767 2022-02-09 10:30:02,921 - mmaction - INFO - Epoch [122][480/940] lr: 4.000e-02, eta: 1 day, 22:11:41, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7496, loss_cls: 2.0936, loss: 2.0936, grad_norm: 2.4443 2022-02-09 10:30:26,413 - mmaction - INFO - Epoch [122][500/940] lr: 4.000e-02, eta: 1 day, 22:11:11, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.4967, top5_acc: 0.7367, loss_cls: 2.1888, loss: 2.1888, grad_norm: 2.4686 2022-02-09 10:30:49,916 - mmaction - INFO - Epoch [122][520/940] lr: 4.000e-02, eta: 1 day, 22:10:42, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.4973, top5_acc: 0.7426, loss_cls: 2.1687, loss: 2.1687, grad_norm: 2.4538 2022-02-09 10:31:13,416 - mmaction - INFO - Epoch [122][540/940] lr: 4.000e-02, eta: 1 day, 22:10:13, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5188, top5_acc: 0.7496, loss_cls: 2.0994, loss: 2.0994, grad_norm: 2.4153 2022-02-09 10:31:37,031 - mmaction - INFO - Epoch [122][560/940] lr: 4.000e-02, eta: 1 day, 22:09:43, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.5283, top5_acc: 0.7482, loss_cls: 2.0685, loss: 2.0685, grad_norm: 2.4352 2022-02-09 10:32:00,660 - mmaction - INFO - Epoch [122][580/940] lr: 4.000e-02, eta: 1 day, 22:09:14, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.5068, top5_acc: 0.7465, loss_cls: 2.1291, loss: 2.1291, grad_norm: 2.4793 2022-02-09 10:32:24,096 - mmaction - INFO - Epoch [122][600/940] lr: 4.000e-02, eta: 1 day, 22:08:45, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5082, top5_acc: 0.7471, loss_cls: 2.1199, loss: 2.1199, grad_norm: 2.5107 2022-02-09 10:32:47,695 - mmaction - INFO - Epoch [122][620/940] lr: 4.000e-02, eta: 1 day, 22:08:15, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.5207, top5_acc: 0.7520, loss_cls: 2.0972, loss: 2.0972, grad_norm: 2.4423 2022-02-09 10:33:11,272 - mmaction - INFO - Epoch [122][640/940] lr: 4.000e-02, eta: 1 day, 22:07:46, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.5188, top5_acc: 0.7516, loss_cls: 2.0752, loss: 2.0752, grad_norm: 2.4861 2022-02-09 10:33:34,624 - mmaction - INFO - Epoch [122][660/940] lr: 4.000e-02, eta: 1 day, 22:07:16, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.4986, top5_acc: 0.7383, loss_cls: 2.1646, loss: 2.1646, grad_norm: 2.4952 2022-02-09 10:33:58,120 - mmaction - INFO - Epoch [122][680/940] lr: 4.000e-02, eta: 1 day, 22:06:47, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7387, loss_cls: 2.1793, loss: 2.1793, grad_norm: 2.4354 2022-02-09 10:34:21,582 - mmaction - INFO - Epoch [122][700/940] lr: 4.000e-02, eta: 1 day, 22:06:18, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5078, top5_acc: 0.7443, loss_cls: 2.1526, loss: 2.1526, grad_norm: 2.5299 2022-02-09 10:34:45,014 - mmaction - INFO - Epoch [122][720/940] lr: 4.000e-02, eta: 1 day, 22:05:48, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.5055, top5_acc: 0.7395, loss_cls: 2.1404, loss: 2.1404, grad_norm: 2.4513 2022-02-09 10:35:08,454 - mmaction - INFO - Epoch [122][740/940] lr: 4.000e-02, eta: 1 day, 22:05:19, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.5025, top5_acc: 0.7371, loss_cls: 2.1427, loss: 2.1427, grad_norm: 2.4919 2022-02-09 10:35:31,823 - mmaction - INFO - Epoch [122][760/940] lr: 4.000e-02, eta: 1 day, 22:04:49, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.5070, top5_acc: 0.7365, loss_cls: 2.1461, loss: 2.1461, grad_norm: 2.4499 2022-02-09 10:35:55,318 - mmaction - INFO - Epoch [122][780/940] lr: 4.000e-02, eta: 1 day, 22:04:20, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5004, top5_acc: 0.7305, loss_cls: 2.1718, loss: 2.1718, grad_norm: 2.4455 2022-02-09 10:36:18,752 - mmaction - INFO - Epoch [122][800/940] lr: 4.000e-02, eta: 1 day, 22:03:50, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.5082, top5_acc: 0.7428, loss_cls: 2.1134, loss: 2.1134, grad_norm: 2.3984 2022-02-09 10:36:42,168 - mmaction - INFO - Epoch [122][820/940] lr: 4.000e-02, eta: 1 day, 22:03:21, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.5070, top5_acc: 0.7369, loss_cls: 2.1346, loss: 2.1346, grad_norm: 2.4455 2022-02-09 10:37:05,559 - mmaction - INFO - Epoch [122][840/940] lr: 4.000e-02, eta: 1 day, 22:02:51, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7457, loss_cls: 2.1206, loss: 2.1206, grad_norm: 2.4712 2022-02-09 10:37:29,036 - mmaction - INFO - Epoch [122][860/940] lr: 4.000e-02, eta: 1 day, 22:02:22, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5070, top5_acc: 0.7387, loss_cls: 2.1584, loss: 2.1584, grad_norm: 2.4671 2022-02-09 10:37:52,479 - mmaction - INFO - Epoch [122][880/940] lr: 4.000e-02, eta: 1 day, 22:01:52, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7477, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.4099 2022-02-09 10:38:15,979 - mmaction - INFO - Epoch [122][900/940] lr: 4.000e-02, eta: 1 day, 22:01:23, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7596, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.4586 2022-02-09 10:38:39,602 - mmaction - INFO - Epoch [122][920/940] lr: 4.000e-02, eta: 1 day, 22:00:54, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.4850, top5_acc: 0.7275, loss_cls: 2.2055, loss: 2.2055, grad_norm: 2.4868 2022-02-09 10:39:01,885 - mmaction - INFO - Epoch [122][940/940] lr: 4.000e-02, eta: 1 day, 22:00:23, time: 1.114, data_time: 0.059, memory: 9497, top1_acc: 0.5059, top5_acc: 0.7409, loss_cls: 2.1556, loss: 2.1556, grad_norm: 2.4285 2022-02-09 10:41:30,847 - mmaction - INFO - Epoch [123][20/940] lr: 4.000e-02, eta: 1 day, 22:02:06, time: 7.202, data_time: 5.910, memory: 9497, top1_acc: 0.5102, top5_acc: 0.7459, loss_cls: 2.1056, loss: 2.1056, grad_norm: 2.4667 2022-02-09 10:41:54,126 - mmaction - INFO - Epoch [123][40/940] lr: 4.000e-02, eta: 1 day, 22:01:36, time: 1.163, data_time: 0.052, memory: 9497, top1_acc: 0.5131, top5_acc: 0.7547, loss_cls: 2.1011, loss: 2.1011, grad_norm: 2.4157 2022-02-09 10:42:17,389 - mmaction - INFO - Epoch [123][60/940] lr: 4.000e-02, eta: 1 day, 22:01:07, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7480, loss_cls: 2.1161, loss: 2.1161, grad_norm: 2.4238 2022-02-09 10:42:40,624 - mmaction - INFO - Epoch [123][80/940] lr: 4.000e-02, eta: 1 day, 22:00:37, time: 1.161, data_time: 0.046, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7516, loss_cls: 2.1042, loss: 2.1042, grad_norm: 2.4883 2022-02-09 10:43:03,927 - mmaction - INFO - Epoch [123][100/940] lr: 4.000e-02, eta: 1 day, 22:00:07, time: 1.165, data_time: 0.052, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7490, loss_cls: 2.0791, loss: 2.0791, grad_norm: 2.4799 2022-02-09 10:43:27,125 - mmaction - INFO - Epoch [123][120/940] lr: 4.000e-02, eta: 1 day, 21:59:38, time: 1.160, data_time: 0.045, memory: 9497, top1_acc: 0.5131, top5_acc: 0.7424, loss_cls: 2.1215, loss: 2.1215, grad_norm: 2.4976 2022-02-09 10:43:50,355 - mmaction - INFO - Epoch [123][140/940] lr: 4.000e-02, eta: 1 day, 21:59:08, time: 1.161, data_time: 0.050, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7541, loss_cls: 2.0978, loss: 2.0978, grad_norm: 2.4753 2022-02-09 10:44:13,594 - mmaction - INFO - Epoch [123][160/940] lr: 4.000e-02, eta: 1 day, 21:58:38, time: 1.162, data_time: 0.052, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7465, loss_cls: 2.0949, loss: 2.0949, grad_norm: 2.4530 2022-02-09 10:44:36,998 - mmaction - INFO - Epoch [123][180/940] lr: 4.000e-02, eta: 1 day, 21:58:09, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7510, loss_cls: 2.0752, loss: 2.0752, grad_norm: 2.4597 2022-02-09 10:45:00,381 - mmaction - INFO - Epoch [123][200/940] lr: 4.000e-02, eta: 1 day, 21:57:39, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.5051, top5_acc: 0.7344, loss_cls: 2.1613, loss: 2.1613, grad_norm: 2.4804 2022-02-09 10:45:23,687 - mmaction - INFO - Epoch [123][220/940] lr: 4.000e-02, eta: 1 day, 21:57:10, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.5158, top5_acc: 0.7475, loss_cls: 2.1017, loss: 2.1017, grad_norm: 2.4207 2022-02-09 10:45:47,027 - mmaction - INFO - Epoch [123][240/940] lr: 4.000e-02, eta: 1 day, 21:56:40, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.5102, top5_acc: 0.7412, loss_cls: 2.1322, loss: 2.1322, grad_norm: 2.4758 2022-02-09 10:46:10,491 - mmaction - INFO - Epoch [123][260/940] lr: 4.000e-02, eta: 1 day, 21:56:11, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.5131, top5_acc: 0.7400, loss_cls: 2.1385, loss: 2.1385, grad_norm: 2.5051 2022-02-09 10:46:33,849 - mmaction - INFO - Epoch [123][280/940] lr: 4.000e-02, eta: 1 day, 21:55:41, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7469, loss_cls: 2.0807, loss: 2.0807, grad_norm: 2.3948 2022-02-09 10:46:57,364 - mmaction - INFO - Epoch [123][300/940] lr: 4.000e-02, eta: 1 day, 21:55:12, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5148, top5_acc: 0.7459, loss_cls: 2.0952, loss: 2.0952, grad_norm: 2.4490 2022-02-09 10:47:20,823 - mmaction - INFO - Epoch [123][320/940] lr: 4.000e-02, eta: 1 day, 21:54:42, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5186, top5_acc: 0.7539, loss_cls: 2.0504, loss: 2.0504, grad_norm: 2.4868 2022-02-09 10:47:44,293 - mmaction - INFO - Epoch [123][340/940] lr: 4.000e-02, eta: 1 day, 21:54:13, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.5164, top5_acc: 0.7525, loss_cls: 2.0913, loss: 2.0913, grad_norm: 2.4403 2022-02-09 10:48:07,719 - mmaction - INFO - Epoch [123][360/940] lr: 4.000e-02, eta: 1 day, 21:53:43, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7482, loss_cls: 2.1214, loss: 2.1214, grad_norm: 2.4963 2022-02-09 10:48:31,242 - mmaction - INFO - Epoch [123][380/940] lr: 4.000e-02, eta: 1 day, 21:53:14, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.1177, loss: 2.1177, grad_norm: 2.4509 2022-02-09 10:48:54,696 - mmaction - INFO - Epoch [123][400/940] lr: 4.000e-02, eta: 1 day, 21:52:45, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7396, loss_cls: 2.1534, loss: 2.1534, grad_norm: 2.4720 2022-02-09 10:49:18,245 - mmaction - INFO - Epoch [123][420/940] lr: 4.000e-02, eta: 1 day, 21:52:15, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.5186, top5_acc: 0.7439, loss_cls: 2.0873, loss: 2.0873, grad_norm: 2.3882 2022-02-09 10:49:41,626 - mmaction - INFO - Epoch [123][440/940] lr: 4.000e-02, eta: 1 day, 21:51:46, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.5160, top5_acc: 0.7521, loss_cls: 2.1049, loss: 2.1049, grad_norm: 2.4250 2022-02-09 10:50:05,171 - mmaction - INFO - Epoch [123][460/940] lr: 4.000e-02, eta: 1 day, 21:51:17, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5000, top5_acc: 0.7453, loss_cls: 2.1656, loss: 2.1656, grad_norm: 2.4572 2022-02-09 10:50:28,600 - mmaction - INFO - Epoch [123][480/940] lr: 4.000e-02, eta: 1 day, 21:50:47, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.5186, top5_acc: 0.7533, loss_cls: 2.0977, loss: 2.0977, grad_norm: 2.4912 2022-02-09 10:50:52,052 - mmaction - INFO - Epoch [123][500/940] lr: 4.000e-02, eta: 1 day, 21:50:18, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.5230, top5_acc: 0.7488, loss_cls: 2.1009, loss: 2.1009, grad_norm: 2.4672 2022-02-09 10:51:15,904 - mmaction - INFO - Epoch [123][520/940] lr: 4.000e-02, eta: 1 day, 21:49:49, time: 1.193, data_time: 0.059, memory: 9497, top1_acc: 0.5213, top5_acc: 0.7475, loss_cls: 2.0868, loss: 2.0868, grad_norm: 2.4958 2022-02-09 10:51:39,329 - mmaction - INFO - Epoch [123][540/940] lr: 4.000e-02, eta: 1 day, 21:49:19, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.5082, top5_acc: 0.7453, loss_cls: 2.1279, loss: 2.1279, grad_norm: 2.4624 2022-02-09 10:52:02,703 - mmaction - INFO - Epoch [123][560/940] lr: 4.000e-02, eta: 1 day, 21:48:50, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7441, loss_cls: 2.1206, loss: 2.1206, grad_norm: 2.4809 2022-02-09 10:52:26,297 - mmaction - INFO - Epoch [123][580/940] lr: 4.000e-02, eta: 1 day, 21:48:21, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.5090, top5_acc: 0.7445, loss_cls: 2.1117, loss: 2.1117, grad_norm: 2.4757 2022-02-09 10:52:49,843 - mmaction - INFO - Epoch [123][600/940] lr: 4.000e-02, eta: 1 day, 21:47:51, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1311, loss: 2.1311, grad_norm: 2.5121 2022-02-09 10:53:13,361 - mmaction - INFO - Epoch [123][620/940] lr: 4.000e-02, eta: 1 day, 21:47:22, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.5104, top5_acc: 0.7463, loss_cls: 2.1277, loss: 2.1277, grad_norm: 2.4694 2022-02-09 10:53:36,838 - mmaction - INFO - Epoch [123][640/940] lr: 4.000e-02, eta: 1 day, 21:46:53, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5164, top5_acc: 0.7533, loss_cls: 2.0907, loss: 2.0907, grad_norm: 2.4719 2022-02-09 10:54:00,389 - mmaction - INFO - Epoch [123][660/940] lr: 4.000e-02, eta: 1 day, 21:46:23, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5061, top5_acc: 0.7441, loss_cls: 2.1421, loss: 2.1421, grad_norm: 2.5174 2022-02-09 10:54:23,941 - mmaction - INFO - Epoch [123][680/940] lr: 4.000e-02, eta: 1 day, 21:45:54, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7502, loss_cls: 2.1171, loss: 2.1171, grad_norm: 2.4098 2022-02-09 10:54:47,544 - mmaction - INFO - Epoch [123][700/940] lr: 4.000e-02, eta: 1 day, 21:45:25, time: 1.180, data_time: 0.064, memory: 9497, top1_acc: 0.5264, top5_acc: 0.7580, loss_cls: 2.0617, loss: 2.0617, grad_norm: 2.3861 2022-02-09 10:55:11,506 - mmaction - INFO - Epoch [123][720/940] lr: 4.000e-02, eta: 1 day, 21:44:56, time: 1.198, data_time: 0.063, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7475, loss_cls: 2.0978, loss: 2.0978, grad_norm: 2.4542 2022-02-09 10:55:35,039 - mmaction - INFO - Epoch [123][740/940] lr: 4.000e-02, eta: 1 day, 21:44:27, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5135, top5_acc: 0.7375, loss_cls: 2.1224, loss: 2.1224, grad_norm: 2.4664 2022-02-09 10:55:58,601 - mmaction - INFO - Epoch [123][760/940] lr: 4.000e-02, eta: 1 day, 21:43:57, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7484, loss_cls: 2.1069, loss: 2.1069, grad_norm: 2.3998 2022-02-09 10:56:22,081 - mmaction - INFO - Epoch [123][780/940] lr: 4.000e-02, eta: 1 day, 21:43:28, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5059, top5_acc: 0.7418, loss_cls: 2.1449, loss: 2.1449, grad_norm: 2.4664 2022-02-09 10:56:45,443 - mmaction - INFO - Epoch [123][800/940] lr: 4.000e-02, eta: 1 day, 21:42:58, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7424, loss_cls: 2.1065, loss: 2.1065, grad_norm: 2.4224 2022-02-09 10:57:08,926 - mmaction - INFO - Epoch [123][820/940] lr: 4.000e-02, eta: 1 day, 21:42:29, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5230, top5_acc: 0.7463, loss_cls: 2.1068, loss: 2.1068, grad_norm: 2.4073 2022-02-09 10:57:32,561 - mmaction - INFO - Epoch [123][840/940] lr: 4.000e-02, eta: 1 day, 21:42:00, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.5029, top5_acc: 0.7322, loss_cls: 2.1643, loss: 2.1643, grad_norm: 2.4720 2022-02-09 10:57:56,111 - mmaction - INFO - Epoch [123][860/940] lr: 4.000e-02, eta: 1 day, 21:41:31, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5025, top5_acc: 0.7404, loss_cls: 2.1652, loss: 2.1652, grad_norm: 2.4779 2022-02-09 10:58:19,631 - mmaction - INFO - Epoch [123][880/940] lr: 4.000e-02, eta: 1 day, 21:41:01, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7523, loss_cls: 2.1206, loss: 2.1206, grad_norm: 2.4965 2022-02-09 10:58:43,192 - mmaction - INFO - Epoch [123][900/940] lr: 4.000e-02, eta: 1 day, 21:40:32, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5209, top5_acc: 0.7477, loss_cls: 2.0904, loss: 2.0904, grad_norm: 2.5110 2022-02-09 10:59:06,600 - mmaction - INFO - Epoch [123][920/940] lr: 4.000e-02, eta: 1 day, 21:40:03, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5061, top5_acc: 0.7447, loss_cls: 2.1452, loss: 2.1452, grad_norm: 2.5396 2022-02-09 10:59:28,943 - mmaction - INFO - Epoch [123][940/940] lr: 4.000e-02, eta: 1 day, 21:39:32, time: 1.117, data_time: 0.064, memory: 9497, top1_acc: 0.5071, top5_acc: 0.7399, loss_cls: 2.1352, loss: 2.1352, grad_norm: 2.5096 2022-02-09 11:01:56,678 - mmaction - INFO - Epoch [124][20/940] lr: 4.000e-02, eta: 1 day, 21:41:14, time: 7.229, data_time: 5.714, memory: 9497, top1_acc: 0.5068, top5_acc: 0.7463, loss_cls: 2.1297, loss: 2.1297, grad_norm: 2.4869 2022-02-09 11:02:19,708 - mmaction - INFO - Epoch [124][40/940] lr: 4.000e-02, eta: 1 day, 21:40:44, time: 1.152, data_time: 0.048, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7488, loss_cls: 2.0969, loss: 2.0969, grad_norm: 2.4441 2022-02-09 11:02:42,910 - mmaction - INFO - Epoch [124][60/940] lr: 4.000e-02, eta: 1 day, 21:40:14, time: 1.159, data_time: 0.046, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7463, loss_cls: 2.0956, loss: 2.0956, grad_norm: 2.4228 2022-02-09 11:03:06,125 - mmaction - INFO - Epoch [124][80/940] lr: 4.000e-02, eta: 1 day, 21:39:44, time: 1.161, data_time: 0.044, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7582, loss_cls: 2.0618, loss: 2.0618, grad_norm: 2.4810 2022-02-09 11:03:29,303 - mmaction - INFO - Epoch [124][100/940] lr: 4.000e-02, eta: 1 day, 21:39:15, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.5014, top5_acc: 0.7311, loss_cls: 2.1903, loss: 2.1903, grad_norm: 2.5053 2022-02-09 11:03:52,547 - mmaction - INFO - Epoch [124][120/940] lr: 4.000e-02, eta: 1 day, 21:38:45, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.5135, top5_acc: 0.7607, loss_cls: 2.0513, loss: 2.0513, grad_norm: 2.4486 2022-02-09 11:04:15,812 - mmaction - INFO - Epoch [124][140/940] lr: 4.000e-02, eta: 1 day, 21:38:16, time: 1.163, data_time: 0.049, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7445, loss_cls: 2.1118, loss: 2.1118, grad_norm: 2.4512 2022-02-09 11:04:39,200 - mmaction - INFO - Epoch [124][160/940] lr: 4.000e-02, eta: 1 day, 21:37:46, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.5055, top5_acc: 0.7457, loss_cls: 2.1331, loss: 2.1331, grad_norm: 2.5174 2022-02-09 11:05:02,670 - mmaction - INFO - Epoch [124][180/940] lr: 4.000e-02, eta: 1 day, 21:37:17, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.5016, top5_acc: 0.7301, loss_cls: 2.1674, loss: 2.1674, grad_norm: 2.4769 2022-02-09 11:05:26,049 - mmaction - INFO - Epoch [124][200/940] lr: 4.000e-02, eta: 1 day, 21:36:47, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7494, loss_cls: 2.0853, loss: 2.0853, grad_norm: 2.3970 2022-02-09 11:05:49,361 - mmaction - INFO - Epoch [124][220/940] lr: 4.000e-02, eta: 1 day, 21:36:18, time: 1.165, data_time: 0.044, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7535, loss_cls: 2.0818, loss: 2.0818, grad_norm: 2.4473 2022-02-09 11:06:12,760 - mmaction - INFO - Epoch [124][240/940] lr: 4.000e-02, eta: 1 day, 21:35:48, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7441, loss_cls: 2.1260, loss: 2.1260, grad_norm: 2.4625 2022-02-09 11:06:36,229 - mmaction - INFO - Epoch [124][260/940] lr: 4.000e-02, eta: 1 day, 21:35:19, time: 1.174, data_time: 0.046, memory: 9497, top1_acc: 0.5094, top5_acc: 0.7455, loss_cls: 2.1075, loss: 2.1075, grad_norm: 2.4211 2022-02-09 11:06:59,659 - mmaction - INFO - Epoch [124][280/940] lr: 4.000e-02, eta: 1 day, 21:34:49, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.5105, top5_acc: 0.7428, loss_cls: 2.1348, loss: 2.1348, grad_norm: 2.4724 2022-02-09 11:07:23,178 - mmaction - INFO - Epoch [124][300/940] lr: 4.000e-02, eta: 1 day, 21:34:20, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7523, loss_cls: 2.0803, loss: 2.0803, grad_norm: 2.4573 2022-02-09 11:07:46,705 - mmaction - INFO - Epoch [124][320/940] lr: 4.000e-02, eta: 1 day, 21:33:51, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7467, loss_cls: 2.1183, loss: 2.1183, grad_norm: 2.5055 2022-02-09 11:08:10,248 - mmaction - INFO - Epoch [124][340/940] lr: 4.000e-02, eta: 1 day, 21:33:22, time: 1.177, data_time: 0.046, memory: 9497, top1_acc: 0.5025, top5_acc: 0.7389, loss_cls: 2.1429, loss: 2.1429, grad_norm: 2.4966 2022-02-09 11:08:33,835 - mmaction - INFO - Epoch [124][360/940] lr: 4.000e-02, eta: 1 day, 21:32:52, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.5027, top5_acc: 0.7443, loss_cls: 2.1209, loss: 2.1209, grad_norm: 2.4609 2022-02-09 11:08:57,306 - mmaction - INFO - Epoch [124][380/940] lr: 4.000e-02, eta: 1 day, 21:32:23, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.5186, top5_acc: 0.7594, loss_cls: 2.0647, loss: 2.0647, grad_norm: 2.4859 2022-02-09 11:09:20,901 - mmaction - INFO - Epoch [124][400/940] lr: 4.000e-02, eta: 1 day, 21:31:54, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7504, loss_cls: 2.0931, loss: 2.0931, grad_norm: 2.4903 2022-02-09 11:09:44,344 - mmaction - INFO - Epoch [124][420/940] lr: 4.000e-02, eta: 1 day, 21:31:24, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5029, top5_acc: 0.7377, loss_cls: 2.1433, loss: 2.1433, grad_norm: 2.4944 2022-02-09 11:10:07,996 - mmaction - INFO - Epoch [124][440/940] lr: 4.000e-02, eta: 1 day, 21:30:55, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7480, loss_cls: 2.0993, loss: 2.0993, grad_norm: 2.4409 2022-02-09 11:10:31,448 - mmaction - INFO - Epoch [124][460/940] lr: 4.000e-02, eta: 1 day, 21:30:26, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7547, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.4557 2022-02-09 11:10:55,006 - mmaction - INFO - Epoch [124][480/940] lr: 4.000e-02, eta: 1 day, 21:29:57, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1541, loss: 2.1541, grad_norm: 2.4945 2022-02-09 11:11:18,608 - mmaction - INFO - Epoch [124][500/940] lr: 4.000e-02, eta: 1 day, 21:29:27, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.5014, top5_acc: 0.7396, loss_cls: 2.1638, loss: 2.1638, grad_norm: 2.4584 2022-02-09 11:11:42,266 - mmaction - INFO - Epoch [124][520/940] lr: 4.000e-02, eta: 1 day, 21:28:58, time: 1.183, data_time: 0.049, memory: 9497, top1_acc: 0.5102, top5_acc: 0.7426, loss_cls: 2.1251, loss: 2.1251, grad_norm: 2.4012 2022-02-09 11:12:05,834 - mmaction - INFO - Epoch [124][540/940] lr: 4.000e-02, eta: 1 day, 21:28:29, time: 1.179, data_time: 0.045, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7512, loss_cls: 2.0920, loss: 2.0920, grad_norm: 2.4748 2022-02-09 11:12:29,410 - mmaction - INFO - Epoch [124][560/940] lr: 4.000e-02, eta: 1 day, 21:28:00, time: 1.179, data_time: 0.048, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7441, loss_cls: 2.0969, loss: 2.0969, grad_norm: 2.4648 2022-02-09 11:12:52,944 - mmaction - INFO - Epoch [124][580/940] lr: 4.000e-02, eta: 1 day, 21:27:31, time: 1.177, data_time: 0.047, memory: 9497, top1_acc: 0.5064, top5_acc: 0.7426, loss_cls: 2.1188, loss: 2.1188, grad_norm: 2.5180 2022-02-09 11:13:16,526 - mmaction - INFO - Epoch [124][600/940] lr: 4.000e-02, eta: 1 day, 21:27:01, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.5143, top5_acc: 0.7537, loss_cls: 2.1028, loss: 2.1028, grad_norm: 2.4645 2022-02-09 11:13:40,066 - mmaction - INFO - Epoch [124][620/940] lr: 4.000e-02, eta: 1 day, 21:26:32, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5004, top5_acc: 0.7283, loss_cls: 2.1883, loss: 2.1883, grad_norm: 2.4419 2022-02-09 11:14:03,586 - mmaction - INFO - Epoch [124][640/940] lr: 4.000e-02, eta: 1 day, 21:26:03, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7379, loss_cls: 2.1198, loss: 2.1198, grad_norm: 2.4057 2022-02-09 11:14:27,117 - mmaction - INFO - Epoch [124][660/940] lr: 4.000e-02, eta: 1 day, 21:25:33, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7414, loss_cls: 2.1270, loss: 2.1270, grad_norm: 2.4589 2022-02-09 11:14:50,667 - mmaction - INFO - Epoch [124][680/940] lr: 4.000e-02, eta: 1 day, 21:25:04, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7457, loss_cls: 2.0922, loss: 2.0922, grad_norm: 2.4847 2022-02-09 11:15:14,102 - mmaction - INFO - Epoch [124][700/940] lr: 4.000e-02, eta: 1 day, 21:24:35, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7418, loss_cls: 2.1384, loss: 2.1384, grad_norm: 2.4454 2022-02-09 11:15:37,622 - mmaction - INFO - Epoch [124][720/940] lr: 4.000e-02, eta: 1 day, 21:24:06, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.4996, top5_acc: 0.7508, loss_cls: 2.1130, loss: 2.1130, grad_norm: 2.4947 2022-02-09 11:16:01,127 - mmaction - INFO - Epoch [124][740/940] lr: 4.000e-02, eta: 1 day, 21:23:36, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7451, loss_cls: 2.0933, loss: 2.0933, grad_norm: 2.4497 2022-02-09 11:16:24,606 - mmaction - INFO - Epoch [124][760/940] lr: 4.000e-02, eta: 1 day, 21:23:07, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5137, top5_acc: 0.7469, loss_cls: 2.1199, loss: 2.1199, grad_norm: 2.4944 2022-02-09 11:16:48,113 - mmaction - INFO - Epoch [124][780/940] lr: 4.000e-02, eta: 1 day, 21:22:38, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.5277, top5_acc: 0.7549, loss_cls: 2.0591, loss: 2.0591, grad_norm: 2.4472 2022-02-09 11:17:11,558 - mmaction - INFO - Epoch [124][800/940] lr: 4.000e-02, eta: 1 day, 21:22:08, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7455, loss_cls: 2.0859, loss: 2.0859, grad_norm: 2.4132 2022-02-09 11:17:35,094 - mmaction - INFO - Epoch [124][820/940] lr: 4.000e-02, eta: 1 day, 21:21:39, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7461, loss_cls: 2.1347, loss: 2.1347, grad_norm: 2.5206 2022-02-09 11:17:58,574 - mmaction - INFO - Epoch [124][840/940] lr: 4.000e-02, eta: 1 day, 21:21:10, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7428, loss_cls: 2.1365, loss: 2.1365, grad_norm: 2.4624 2022-02-09 11:18:22,183 - mmaction - INFO - Epoch [124][860/940] lr: 4.000e-02, eta: 1 day, 21:20:41, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7443, loss_cls: 2.1405, loss: 2.1405, grad_norm: 2.4462 2022-02-09 11:18:45,719 - mmaction - INFO - Epoch [124][880/940] lr: 4.000e-02, eta: 1 day, 21:20:11, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5141, top5_acc: 0.7471, loss_cls: 2.1047, loss: 2.1047, grad_norm: 2.5003 2022-02-09 11:19:09,237 - mmaction - INFO - Epoch [124][900/940] lr: 4.000e-02, eta: 1 day, 21:19:42, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5188, top5_acc: 0.7488, loss_cls: 2.0881, loss: 2.0881, grad_norm: 2.4441 2022-02-09 11:19:32,773 - mmaction - INFO - Epoch [124][920/940] lr: 4.000e-02, eta: 1 day, 21:19:13, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7408, loss_cls: 2.1464, loss: 2.1464, grad_norm: 2.4348 2022-02-09 11:19:55,152 - mmaction - INFO - Epoch [124][940/940] lr: 4.000e-02, eta: 1 day, 21:18:43, time: 1.119, data_time: 0.056, memory: 9497, top1_acc: 0.5099, top5_acc: 0.7474, loss_cls: 2.1057, loss: 2.1057, grad_norm: 2.4635 2022-02-09 11:22:25,344 - mmaction - INFO - Epoch [125][20/940] lr: 4.000e-02, eta: 1 day, 21:20:25, time: 7.356, data_time: 5.842, memory: 9497, top1_acc: 0.5133, top5_acc: 0.7395, loss_cls: 2.1513, loss: 2.1513, grad_norm: 2.4705 2022-02-09 11:22:48,397 - mmaction - INFO - Epoch [125][40/940] lr: 4.000e-02, eta: 1 day, 21:19:55, time: 1.153, data_time: 0.052, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7480, loss_cls: 2.1372, loss: 2.1372, grad_norm: 2.4865 2022-02-09 11:23:11,531 - mmaction - INFO - Epoch [125][60/940] lr: 4.000e-02, eta: 1 day, 21:19:25, time: 1.156, data_time: 0.045, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7395, loss_cls: 2.1586, loss: 2.1586, grad_norm: 2.4546 2022-02-09 11:23:34,905 - mmaction - INFO - Epoch [125][80/940] lr: 4.000e-02, eta: 1 day, 21:18:56, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.5268, top5_acc: 0.7498, loss_cls: 2.0724, loss: 2.0724, grad_norm: 2.4734 2022-02-09 11:23:58,252 - mmaction - INFO - Epoch [125][100/940] lr: 4.000e-02, eta: 1 day, 21:18:26, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7609, loss_cls: 2.0813, loss: 2.0813, grad_norm: 2.5011 2022-02-09 11:24:21,666 - mmaction - INFO - Epoch [125][120/940] lr: 4.000e-02, eta: 1 day, 21:17:57, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7490, loss_cls: 2.0743, loss: 2.0743, grad_norm: 2.4536 2022-02-09 11:24:45,113 - mmaction - INFO - Epoch [125][140/940] lr: 4.000e-02, eta: 1 day, 21:17:28, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7496, loss_cls: 2.1066, loss: 2.1066, grad_norm: 2.4970 2022-02-09 11:25:08,392 - mmaction - INFO - Epoch [125][160/940] lr: 4.000e-02, eta: 1 day, 21:16:58, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7547, loss_cls: 2.0560, loss: 2.0560, grad_norm: 2.4661 2022-02-09 11:25:31,798 - mmaction - INFO - Epoch [125][180/940] lr: 4.000e-02, eta: 1 day, 21:16:29, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7520, loss_cls: 2.0689, loss: 2.0689, grad_norm: 2.4559 2022-02-09 11:25:55,075 - mmaction - INFO - Epoch [125][200/940] lr: 4.000e-02, eta: 1 day, 21:15:59, time: 1.165, data_time: 0.056, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7420, loss_cls: 2.1014, loss: 2.1014, grad_norm: 2.4828 2022-02-09 11:26:19,068 - mmaction - INFO - Epoch [125][220/940] lr: 4.000e-02, eta: 1 day, 21:15:30, time: 1.199, data_time: 0.049, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7416, loss_cls: 2.1409, loss: 2.1409, grad_norm: 2.5024 2022-02-09 11:26:42,483 - mmaction - INFO - Epoch [125][240/940] lr: 4.000e-02, eta: 1 day, 21:15:01, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7406, loss_cls: 2.1108, loss: 2.1108, grad_norm: 2.4230 2022-02-09 11:27:05,961 - mmaction - INFO - Epoch [125][260/940] lr: 4.000e-02, eta: 1 day, 21:14:32, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5201, top5_acc: 0.7471, loss_cls: 2.0840, loss: 2.0840, grad_norm: 2.4866 2022-02-09 11:27:29,507 - mmaction - INFO - Epoch [125][280/940] lr: 4.000e-02, eta: 1 day, 21:14:03, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5188, top5_acc: 0.7424, loss_cls: 2.1109, loss: 2.1109, grad_norm: 2.4666 2022-02-09 11:27:53,042 - mmaction - INFO - Epoch [125][300/940] lr: 4.000e-02, eta: 1 day, 21:13:33, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.5113, top5_acc: 0.7457, loss_cls: 2.1160, loss: 2.1160, grad_norm: 2.4868 2022-02-09 11:28:16,460 - mmaction - INFO - Epoch [125][320/940] lr: 4.000e-02, eta: 1 day, 21:13:04, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.5133, top5_acc: 0.7465, loss_cls: 2.1412, loss: 2.1412, grad_norm: 2.4732 2022-02-09 11:28:39,945 - mmaction - INFO - Epoch [125][340/940] lr: 4.000e-02, eta: 1 day, 21:12:35, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.5051, top5_acc: 0.7418, loss_cls: 2.1476, loss: 2.1476, grad_norm: 2.5063 2022-02-09 11:29:03,417 - mmaction - INFO - Epoch [125][360/940] lr: 4.000e-02, eta: 1 day, 21:12:05, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.5066, top5_acc: 0.7402, loss_cls: 2.1382, loss: 2.1382, grad_norm: 2.4723 2022-02-09 11:29:26,968 - mmaction - INFO - Epoch [125][380/940] lr: 4.000e-02, eta: 1 day, 21:11:36, time: 1.177, data_time: 0.047, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7459, loss_cls: 2.1096, loss: 2.1096, grad_norm: 2.5234 2022-02-09 11:29:50,442 - mmaction - INFO - Epoch [125][400/940] lr: 4.000e-02, eta: 1 day, 21:11:07, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5062, top5_acc: 0.7477, loss_cls: 2.1291, loss: 2.1291, grad_norm: 2.5146 2022-02-09 11:30:13,894 - mmaction - INFO - Epoch [125][420/940] lr: 4.000e-02, eta: 1 day, 21:10:38, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7416, loss_cls: 2.1289, loss: 2.1289, grad_norm: 2.5139 2022-02-09 11:30:37,535 - mmaction - INFO - Epoch [125][440/940] lr: 4.000e-02, eta: 1 day, 21:10:08, time: 1.182, data_time: 0.064, memory: 9497, top1_acc: 0.5215, top5_acc: 0.7504, loss_cls: 2.0936, loss: 2.0936, grad_norm: 2.4529 2022-02-09 11:31:01,012 - mmaction - INFO - Epoch [125][460/940] lr: 4.000e-02, eta: 1 day, 21:09:39, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7535, loss_cls: 2.0616, loss: 2.0616, grad_norm: 2.4451 2022-02-09 11:31:24,577 - mmaction - INFO - Epoch [125][480/940] lr: 4.000e-02, eta: 1 day, 21:09:10, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7426, loss_cls: 2.1415, loss: 2.1415, grad_norm: 2.4418 2022-02-09 11:31:48,066 - mmaction - INFO - Epoch [125][500/940] lr: 4.000e-02, eta: 1 day, 21:08:41, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7494, loss_cls: 2.0889, loss: 2.0889, grad_norm: 2.4768 2022-02-09 11:32:11,555 - mmaction - INFO - Epoch [125][520/940] lr: 4.000e-02, eta: 1 day, 21:08:11, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7471, loss_cls: 2.0715, loss: 2.0715, grad_norm: 2.4674 2022-02-09 11:32:35,059 - mmaction - INFO - Epoch [125][540/940] lr: 4.000e-02, eta: 1 day, 21:07:42, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5121, top5_acc: 0.7438, loss_cls: 2.1262, loss: 2.1262, grad_norm: 2.4840 2022-02-09 11:32:58,623 - mmaction - INFO - Epoch [125][560/940] lr: 4.000e-02, eta: 1 day, 21:07:13, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5119, top5_acc: 0.7521, loss_cls: 2.1217, loss: 2.1217, grad_norm: 2.4855 2022-02-09 11:33:22,158 - mmaction - INFO - Epoch [125][580/940] lr: 4.000e-02, eta: 1 day, 21:06:44, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7506, loss_cls: 2.1138, loss: 2.1138, grad_norm: 2.4882 2022-02-09 11:33:45,737 - mmaction - INFO - Epoch [125][600/940] lr: 4.000e-02, eta: 1 day, 21:06:15, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7477, loss_cls: 2.0783, loss: 2.0783, grad_norm: 2.4512 2022-02-09 11:34:09,286 - mmaction - INFO - Epoch [125][620/940] lr: 4.000e-02, eta: 1 day, 21:05:45, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.5014, top5_acc: 0.7424, loss_cls: 2.1471, loss: 2.1471, grad_norm: 2.4554 2022-02-09 11:34:32,797 - mmaction - INFO - Epoch [125][640/940] lr: 4.000e-02, eta: 1 day, 21:05:16, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5059, top5_acc: 0.7396, loss_cls: 2.1435, loss: 2.1435, grad_norm: 2.4543 2022-02-09 11:34:56,506 - mmaction - INFO - Epoch [125][660/940] lr: 4.000e-02, eta: 1 day, 21:04:47, time: 1.185, data_time: 0.050, memory: 9497, top1_acc: 0.5078, top5_acc: 0.7475, loss_cls: 2.1057, loss: 2.1057, grad_norm: 2.4391 2022-02-09 11:35:20,051 - mmaction - INFO - Epoch [125][680/940] lr: 4.000e-02, eta: 1 day, 21:04:18, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.5254, top5_acc: 0.7500, loss_cls: 2.0954, loss: 2.0954, grad_norm: 2.4442 2022-02-09 11:35:43,688 - mmaction - INFO - Epoch [125][700/940] lr: 4.000e-02, eta: 1 day, 21:03:49, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.5148, top5_acc: 0.7428, loss_cls: 2.1258, loss: 2.1258, grad_norm: 2.4587 2022-02-09 11:36:07,190 - mmaction - INFO - Epoch [125][720/940] lr: 4.000e-02, eta: 1 day, 21:03:20, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5131, top5_acc: 0.7457, loss_cls: 2.1014, loss: 2.1014, grad_norm: 2.5093 2022-02-09 11:36:30,820 - mmaction - INFO - Epoch [125][740/940] lr: 4.000e-02, eta: 1 day, 21:02:50, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.5148, top5_acc: 0.7455, loss_cls: 2.1021, loss: 2.1021, grad_norm: 2.4220 2022-02-09 11:36:54,361 - mmaction - INFO - Epoch [125][760/940] lr: 4.000e-02, eta: 1 day, 21:02:21, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.5186, top5_acc: 0.7518, loss_cls: 2.0824, loss: 2.0824, grad_norm: 2.4803 2022-02-09 11:37:17,953 - mmaction - INFO - Epoch [125][780/940] lr: 4.000e-02, eta: 1 day, 21:01:52, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7445, loss_cls: 2.1260, loss: 2.1260, grad_norm: 2.5054 2022-02-09 11:37:41,658 - mmaction - INFO - Epoch [125][800/940] lr: 4.000e-02, eta: 1 day, 21:01:23, time: 1.185, data_time: 0.060, memory: 9497, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1752, loss: 2.1752, grad_norm: 2.5082 2022-02-09 11:38:05,463 - mmaction - INFO - Epoch [125][820/940] lr: 4.000e-02, eta: 1 day, 21:00:54, time: 1.190, data_time: 0.053, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0910, loss: 2.0910, grad_norm: 2.4430 2022-02-09 11:38:29,020 - mmaction - INFO - Epoch [125][840/940] lr: 4.000e-02, eta: 1 day, 21:00:25, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7492, loss_cls: 2.0815, loss: 2.0815, grad_norm: 2.4999 2022-02-09 11:38:52,747 - mmaction - INFO - Epoch [125][860/940] lr: 4.000e-02, eta: 1 day, 20:59:56, time: 1.186, data_time: 0.062, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7467, loss_cls: 2.1352, loss: 2.1352, grad_norm: 2.4596 2022-02-09 11:39:16,406 - mmaction - INFO - Epoch [125][880/940] lr: 4.000e-02, eta: 1 day, 20:59:27, time: 1.184, data_time: 0.062, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7500, loss_cls: 2.0929, loss: 2.0929, grad_norm: 2.5273 2022-02-09 11:39:40,107 - mmaction - INFO - Epoch [125][900/940] lr: 4.000e-02, eta: 1 day, 20:58:58, time: 1.184, data_time: 0.054, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7455, loss_cls: 2.0953, loss: 2.0953, grad_norm: 2.4592 2022-02-09 11:40:03,848 - mmaction - INFO - Epoch [125][920/940] lr: 4.000e-02, eta: 1 day, 20:58:29, time: 1.187, data_time: 0.062, memory: 9497, top1_acc: 0.4998, top5_acc: 0.7348, loss_cls: 2.1663, loss: 2.1663, grad_norm: 2.4863 2022-02-09 11:40:26,358 - mmaction - INFO - Epoch [125][940/940] lr: 4.000e-02, eta: 1 day, 20:57:59, time: 1.126, data_time: 0.055, memory: 9497, top1_acc: 0.5049, top5_acc: 0.7435, loss_cls: 2.1661, loss: 2.1661, grad_norm: 2.5169 2022-02-09 11:40:28,632 - mmaction - INFO - Saving checkpoint at 125 epochs 2022-02-09 11:43:09,403 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 11:43:10,105 - mmaction - INFO - top1_acc 0.5696 top5_acc 0.8132 2022-02-09 11:43:10,105 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 11:43:10,133 - mmaction - INFO - mean_acc 0.5696 2022-02-09 11:43:10,134 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_115.pth was removed 2022-02-09 11:43:12,533 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_125.pth. 2022-02-09 11:43:12,533 - mmaction - INFO - Best top1_acc is 0.5696 at 125 epoch. 2022-02-09 11:43:12,541 - mmaction - INFO - Epoch(val) [125][78] top1_acc: 0.5696, top5_acc: 0.8132, mean_class_accuracy: 0.5696 2022-02-09 11:45:27,754 - mmaction - INFO - Epoch [126][20/940] lr: 4.000e-02, eta: 1 day, 20:59:27, time: 6.759, data_time: 5.658, memory: 9497, top1_acc: 0.5234, top5_acc: 0.7514, loss_cls: 2.0771, loss: 2.0771, grad_norm: 2.4563 2022-02-09 11:45:50,772 - mmaction - INFO - Epoch [126][40/940] lr: 4.000e-02, eta: 1 day, 20:58:57, time: 1.151, data_time: 0.047, memory: 9497, top1_acc: 0.5107, top5_acc: 0.7500, loss_cls: 2.1162, loss: 2.1162, grad_norm: 2.4980 2022-02-09 11:46:13,917 - mmaction - INFO - Epoch [126][60/940] lr: 4.000e-02, eta: 1 day, 20:58:27, time: 1.157, data_time: 0.041, memory: 9497, top1_acc: 0.5148, top5_acc: 0.7430, loss_cls: 2.1320, loss: 2.1320, grad_norm: 2.4889 2022-02-09 11:46:37,146 - mmaction - INFO - Epoch [126][80/940] lr: 4.000e-02, eta: 1 day, 20:57:58, time: 1.162, data_time: 0.042, memory: 9497, top1_acc: 0.5207, top5_acc: 0.7482, loss_cls: 2.0816, loss: 2.0816, grad_norm: 2.4836 2022-02-09 11:47:00,367 - mmaction - INFO - Epoch [126][100/940] lr: 4.000e-02, eta: 1 day, 20:57:28, time: 1.161, data_time: 0.044, memory: 9497, top1_acc: 0.5207, top5_acc: 0.7549, loss_cls: 2.0661, loss: 2.0661, grad_norm: 2.5001 2022-02-09 11:47:23,748 - mmaction - INFO - Epoch [126][120/940] lr: 4.000e-02, eta: 1 day, 20:56:59, time: 1.170, data_time: 0.045, memory: 9497, top1_acc: 0.5072, top5_acc: 0.7406, loss_cls: 2.1621, loss: 2.1621, grad_norm: 2.4520 2022-02-09 11:47:47,022 - mmaction - INFO - Epoch [126][140/940] lr: 4.000e-02, eta: 1 day, 20:56:29, time: 1.163, data_time: 0.045, memory: 9497, top1_acc: 0.5289, top5_acc: 0.7592, loss_cls: 2.0357, loss: 2.0357, grad_norm: 2.4783 2022-02-09 11:48:10,451 - mmaction - INFO - Epoch [126][160/940] lr: 4.000e-02, eta: 1 day, 20:56:00, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7471, loss_cls: 2.1139, loss: 2.1139, grad_norm: 2.5677 2022-02-09 11:48:33,945 - mmaction - INFO - Epoch [126][180/940] lr: 4.000e-02, eta: 1 day, 20:55:31, time: 1.175, data_time: 0.046, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7551, loss_cls: 2.0738, loss: 2.0738, grad_norm: 2.4891 2022-02-09 11:48:57,282 - mmaction - INFO - Epoch [126][200/940] lr: 4.000e-02, eta: 1 day, 20:55:01, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7465, loss_cls: 2.1071, loss: 2.1071, grad_norm: 2.4896 2022-02-09 11:49:20,600 - mmaction - INFO - Epoch [126][220/940] lr: 4.000e-02, eta: 1 day, 20:54:32, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.5109, top5_acc: 0.7426, loss_cls: 2.1229, loss: 2.1229, grad_norm: 2.5194 2022-02-09 11:49:44,111 - mmaction - INFO - Epoch [126][240/940] lr: 4.000e-02, eta: 1 day, 20:54:03, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5186, top5_acc: 0.7514, loss_cls: 2.0953, loss: 2.0953, grad_norm: 2.4907 2022-02-09 11:50:07,487 - mmaction - INFO - Epoch [126][260/940] lr: 4.000e-02, eta: 1 day, 20:53:33, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.5135, top5_acc: 0.7389, loss_cls: 2.1360, loss: 2.1360, grad_norm: 2.4583 2022-02-09 11:50:30,881 - mmaction - INFO - Epoch [126][280/940] lr: 4.000e-02, eta: 1 day, 20:53:04, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7518, loss_cls: 2.0906, loss: 2.0906, grad_norm: 2.4968 2022-02-09 11:50:54,229 - mmaction - INFO - Epoch [126][300/940] lr: 4.000e-02, eta: 1 day, 20:52:35, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.5148, top5_acc: 0.7447, loss_cls: 2.1421, loss: 2.1421, grad_norm: 2.4975 2022-02-09 11:51:17,673 - mmaction - INFO - Epoch [126][320/940] lr: 4.000e-02, eta: 1 day, 20:52:05, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7500, loss_cls: 2.0693, loss: 2.0693, grad_norm: 2.4494 2022-02-09 11:51:41,147 - mmaction - INFO - Epoch [126][340/940] lr: 4.000e-02, eta: 1 day, 20:51:36, time: 1.174, data_time: 0.045, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7465, loss_cls: 2.1227, loss: 2.1227, grad_norm: 2.4550 2022-02-09 11:52:04,515 - mmaction - INFO - Epoch [126][360/940] lr: 4.000e-02, eta: 1 day, 20:51:07, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7480, loss_cls: 2.0990, loss: 2.0990, grad_norm: 2.4791 2022-02-09 11:52:27,984 - mmaction - INFO - Epoch [126][380/940] lr: 4.000e-02, eta: 1 day, 20:50:37, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.1070, loss: 2.1070, grad_norm: 2.4902 2022-02-09 11:52:51,447 - mmaction - INFO - Epoch [126][400/940] lr: 4.000e-02, eta: 1 day, 20:50:08, time: 1.173, data_time: 0.045, memory: 9497, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.1208, loss: 2.1208, grad_norm: 2.4940 2022-02-09 11:53:14,851 - mmaction - INFO - Epoch [126][420/940] lr: 4.000e-02, eta: 1 day, 20:49:39, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7471, loss_cls: 2.1153, loss: 2.1153, grad_norm: 2.4882 2022-02-09 11:53:38,396 - mmaction - INFO - Epoch [126][440/940] lr: 4.000e-02, eta: 1 day, 20:49:10, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7529, loss_cls: 2.0787, loss: 2.0787, grad_norm: 2.4839 2022-02-09 11:54:01,796 - mmaction - INFO - Epoch [126][460/940] lr: 4.000e-02, eta: 1 day, 20:48:40, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.5152, top5_acc: 0.7457, loss_cls: 2.0977, loss: 2.0977, grad_norm: 2.5036 2022-02-09 11:54:25,257 - mmaction - INFO - Epoch [126][480/940] lr: 4.000e-02, eta: 1 day, 20:48:11, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.5121, top5_acc: 0.7422, loss_cls: 2.1152, loss: 2.1152, grad_norm: 2.5308 2022-02-09 11:54:48,666 - mmaction - INFO - Epoch [126][500/940] lr: 4.000e-02, eta: 1 day, 20:47:42, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7369, loss_cls: 2.1691, loss: 2.1691, grad_norm: 2.4918 2022-02-09 11:55:12,148 - mmaction - INFO - Epoch [126][520/940] lr: 4.000e-02, eta: 1 day, 20:47:13, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.4823 2022-02-09 11:55:35,650 - mmaction - INFO - Epoch [126][540/940] lr: 4.000e-02, eta: 1 day, 20:46:43, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5074, top5_acc: 0.7504, loss_cls: 2.1040, loss: 2.1040, grad_norm: 2.5764 2022-02-09 11:55:59,155 - mmaction - INFO - Epoch [126][560/940] lr: 4.000e-02, eta: 1 day, 20:46:14, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.5061, top5_acc: 0.7445, loss_cls: 2.1299, loss: 2.1299, grad_norm: 2.4557 2022-02-09 11:56:22,586 - mmaction - INFO - Epoch [126][580/940] lr: 4.000e-02, eta: 1 day, 20:45:45, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.5059, top5_acc: 0.7422, loss_cls: 2.1394, loss: 2.1394, grad_norm: 2.4720 2022-02-09 11:56:46,113 - mmaction - INFO - Epoch [126][600/940] lr: 4.000e-02, eta: 1 day, 20:45:16, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7562, loss_cls: 2.0568, loss: 2.0568, grad_norm: 2.4179 2022-02-09 11:57:09,648 - mmaction - INFO - Epoch [126][620/940] lr: 4.000e-02, eta: 1 day, 20:44:47, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.5160, top5_acc: 0.7494, loss_cls: 2.1221, loss: 2.1221, grad_norm: 2.4785 2022-02-09 11:57:33,105 - mmaction - INFO - Epoch [126][640/940] lr: 4.000e-02, eta: 1 day, 20:44:17, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5209, top5_acc: 0.7490, loss_cls: 2.0820, loss: 2.0820, grad_norm: 2.4920 2022-02-09 11:57:56,671 - mmaction - INFO - Epoch [126][660/940] lr: 4.000e-02, eta: 1 day, 20:43:48, time: 1.178, data_time: 0.046, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7447, loss_cls: 2.1235, loss: 2.1235, grad_norm: 2.5106 2022-02-09 11:58:20,157 - mmaction - INFO - Epoch [126][680/940] lr: 4.000e-02, eta: 1 day, 20:43:19, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.5186, top5_acc: 0.7539, loss_cls: 2.0624, loss: 2.0624, grad_norm: 2.4646 2022-02-09 11:58:43,758 - mmaction - INFO - Epoch [126][700/940] lr: 4.000e-02, eta: 1 day, 20:42:50, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7434, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.5025 2022-02-09 11:59:07,213 - mmaction - INFO - Epoch [126][720/940] lr: 4.000e-02, eta: 1 day, 20:42:21, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.5082, top5_acc: 0.7529, loss_cls: 2.1194, loss: 2.1194, grad_norm: 2.5468 2022-02-09 11:59:30,913 - mmaction - INFO - Epoch [126][740/940] lr: 4.000e-02, eta: 1 day, 20:41:52, time: 1.185, data_time: 0.052, memory: 9497, top1_acc: 0.5082, top5_acc: 0.7428, loss_cls: 2.1393, loss: 2.1393, grad_norm: 2.5281 2022-02-09 11:59:54,404 - mmaction - INFO - Epoch [126][760/940] lr: 4.000e-02, eta: 1 day, 20:41:22, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7484, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.4655 2022-02-09 12:00:18,847 - mmaction - INFO - Epoch [126][780/940] lr: 4.000e-02, eta: 1 day, 20:40:54, time: 1.222, data_time: 0.048, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7529, loss_cls: 2.0840, loss: 2.0840, grad_norm: 2.4659 2022-02-09 12:00:42,345 - mmaction - INFO - Epoch [126][800/940] lr: 4.000e-02, eta: 1 day, 20:40:25, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.5207, top5_acc: 0.7527, loss_cls: 2.0813, loss: 2.0813, grad_norm: 2.4692 2022-02-09 12:01:05,896 - mmaction - INFO - Epoch [126][820/940] lr: 4.000e-02, eta: 1 day, 20:39:56, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1167, loss: 2.1167, grad_norm: 2.5006 2022-02-09 12:01:29,367 - mmaction - INFO - Epoch [126][840/940] lr: 4.000e-02, eta: 1 day, 20:39:27, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5072, top5_acc: 0.7461, loss_cls: 2.1454, loss: 2.1454, grad_norm: 2.5476 2022-02-09 12:01:53,084 - mmaction - INFO - Epoch [126][860/940] lr: 4.000e-02, eta: 1 day, 20:38:58, time: 1.186, data_time: 0.050, memory: 9497, top1_acc: 0.5143, top5_acc: 0.7436, loss_cls: 2.1439, loss: 2.1439, grad_norm: 2.4659 2022-02-09 12:02:16,667 - mmaction - INFO - Epoch [126][880/940] lr: 4.000e-02, eta: 1 day, 20:38:29, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5139, top5_acc: 0.7465, loss_cls: 2.1156, loss: 2.1156, grad_norm: 2.4702 2022-02-09 12:02:40,249 - mmaction - INFO - Epoch [126][900/940] lr: 4.000e-02, eta: 1 day, 20:38:00, time: 1.180, data_time: 0.047, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7559, loss_cls: 2.0562, loss: 2.0562, grad_norm: 2.4743 2022-02-09 12:03:03,816 - mmaction - INFO - Epoch [126][920/940] lr: 4.000e-02, eta: 1 day, 20:37:31, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.5119, top5_acc: 0.7457, loss_cls: 2.1280, loss: 2.1280, grad_norm: 2.4922 2022-02-09 12:03:25,992 - mmaction - INFO - Epoch [126][940/940] lr: 4.000e-02, eta: 1 day, 20:37:00, time: 1.109, data_time: 0.053, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7508, loss_cls: 2.1051, loss: 2.1051, grad_norm: 2.4896 2022-02-09 12:06:06,562 - mmaction - INFO - Epoch [127][20/940] lr: 4.000e-02, eta: 1 day, 20:38:46, time: 7.738, data_time: 6.454, memory: 9497, top1_acc: 0.5227, top5_acc: 0.7477, loss_cls: 2.0828, loss: 2.0828, grad_norm: 2.4875 2022-02-09 12:06:29,547 - mmaction - INFO - Epoch [127][40/940] lr: 4.000e-02, eta: 1 day, 20:38:16, time: 1.149, data_time: 0.048, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7541, loss_cls: 2.0727, loss: 2.0727, grad_norm: 2.5047 2022-02-09 12:06:52,737 - mmaction - INFO - Epoch [127][60/940] lr: 4.000e-02, eta: 1 day, 20:37:47, time: 1.159, data_time: 0.045, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7602, loss_cls: 2.0496, loss: 2.0496, grad_norm: 2.4664 2022-02-09 12:07:16,114 - mmaction - INFO - Epoch [127][80/940] lr: 4.000e-02, eta: 1 day, 20:37:18, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.5016, top5_acc: 0.7346, loss_cls: 2.1716, loss: 2.1716, grad_norm: 2.5817 2022-02-09 12:07:39,534 - mmaction - INFO - Epoch [127][100/940] lr: 4.000e-02, eta: 1 day, 20:36:48, time: 1.172, data_time: 0.046, memory: 9497, top1_acc: 0.5215, top5_acc: 0.7500, loss_cls: 2.0740, loss: 2.0740, grad_norm: 2.4698 2022-02-09 12:08:02,963 - mmaction - INFO - Epoch [127][120/940] lr: 4.000e-02, eta: 1 day, 20:36:19, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7502, loss_cls: 2.1155, loss: 2.1155, grad_norm: 2.5021 2022-02-09 12:08:26,335 - mmaction - INFO - Epoch [127][140/940] lr: 4.000e-02, eta: 1 day, 20:35:50, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7465, loss_cls: 2.1161, loss: 2.1161, grad_norm: 2.4968 2022-02-09 12:08:49,779 - mmaction - INFO - Epoch [127][160/940] lr: 4.000e-02, eta: 1 day, 20:35:20, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5264, top5_acc: 0.7520, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.5028 2022-02-09 12:09:13,123 - mmaction - INFO - Epoch [127][180/940] lr: 4.000e-02, eta: 1 day, 20:34:51, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.5230, top5_acc: 0.7479, loss_cls: 2.0820, loss: 2.0820, grad_norm: 2.5220 2022-02-09 12:09:36,538 - mmaction - INFO - Epoch [127][200/940] lr: 4.000e-02, eta: 1 day, 20:34:22, time: 1.171, data_time: 0.042, memory: 9497, top1_acc: 0.5133, top5_acc: 0.7404, loss_cls: 2.1174, loss: 2.1174, grad_norm: 2.4690 2022-02-09 12:10:00,046 - mmaction - INFO - Epoch [127][220/940] lr: 4.000e-02, eta: 1 day, 20:33:53, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7449, loss_cls: 2.1217, loss: 2.1217, grad_norm: 2.4734 2022-02-09 12:10:23,542 - mmaction - INFO - Epoch [127][240/940] lr: 4.000e-02, eta: 1 day, 20:33:23, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.5184, top5_acc: 0.7479, loss_cls: 2.0818, loss: 2.0818, grad_norm: 2.5192 2022-02-09 12:10:46,916 - mmaction - INFO - Epoch [127][260/940] lr: 4.000e-02, eta: 1 day, 20:32:54, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.5258, top5_acc: 0.7473, loss_cls: 2.0859, loss: 2.0859, grad_norm: 2.5181 2022-02-09 12:11:10,373 - mmaction - INFO - Epoch [127][280/940] lr: 4.000e-02, eta: 1 day, 20:32:25, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.5109, top5_acc: 0.7443, loss_cls: 2.1057, loss: 2.1057, grad_norm: 2.4531 2022-02-09 12:11:33,861 - mmaction - INFO - Epoch [127][300/940] lr: 4.000e-02, eta: 1 day, 20:31:56, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7564, loss_cls: 2.0829, loss: 2.0829, grad_norm: 2.4695 2022-02-09 12:11:57,385 - mmaction - INFO - Epoch [127][320/940] lr: 4.000e-02, eta: 1 day, 20:31:27, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7471, loss_cls: 2.1017, loss: 2.1017, grad_norm: 2.5150 2022-02-09 12:12:20,748 - mmaction - INFO - Epoch [127][340/940] lr: 4.000e-02, eta: 1 day, 20:30:57, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7480, loss_cls: 2.1063, loss: 2.1063, grad_norm: 2.5648 2022-02-09 12:12:44,162 - mmaction - INFO - Epoch [127][360/940] lr: 4.000e-02, eta: 1 day, 20:30:28, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.4980, top5_acc: 0.7400, loss_cls: 2.1568, loss: 2.1568, grad_norm: 2.5615 2022-02-09 12:13:07,608 - mmaction - INFO - Epoch [127][380/940] lr: 4.000e-02, eta: 1 day, 20:29:59, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.5143, top5_acc: 0.7531, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.5259 2022-02-09 12:13:31,135 - mmaction - INFO - Epoch [127][400/940] lr: 4.000e-02, eta: 1 day, 20:29:30, time: 1.176, data_time: 0.048, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7521, loss_cls: 2.0890, loss: 2.0890, grad_norm: 2.4880 2022-02-09 12:13:54,749 - mmaction - INFO - Epoch [127][420/940] lr: 4.000e-02, eta: 1 day, 20:29:01, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7473, loss_cls: 2.1180, loss: 2.1180, grad_norm: 2.5438 2022-02-09 12:14:18,368 - mmaction - INFO - Epoch [127][440/940] lr: 4.000e-02, eta: 1 day, 20:28:32, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.5115, top5_acc: 0.7385, loss_cls: 2.1414, loss: 2.1414, grad_norm: 2.4749 2022-02-09 12:14:42,032 - mmaction - INFO - Epoch [127][460/940] lr: 4.000e-02, eta: 1 day, 20:28:03, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7598, loss_cls: 2.0483, loss: 2.0483, grad_norm: 2.4544 2022-02-09 12:15:05,518 - mmaction - INFO - Epoch [127][480/940] lr: 4.000e-02, eta: 1 day, 20:27:33, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7580, loss_cls: 2.0661, loss: 2.0661, grad_norm: 2.4618 2022-02-09 12:15:28,987 - mmaction - INFO - Epoch [127][500/940] lr: 4.000e-02, eta: 1 day, 20:27:04, time: 1.173, data_time: 0.046, memory: 9497, top1_acc: 0.5055, top5_acc: 0.7365, loss_cls: 2.1432, loss: 2.1432, grad_norm: 2.5304 2022-02-09 12:15:52,593 - mmaction - INFO - Epoch [127][520/940] lr: 4.000e-02, eta: 1 day, 20:26:35, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.5246, top5_acc: 0.7633, loss_cls: 2.0225, loss: 2.0225, grad_norm: 2.4430 2022-02-09 12:16:16,148 - mmaction - INFO - Epoch [127][540/940] lr: 4.000e-02, eta: 1 day, 20:26:06, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7475, loss_cls: 2.1256, loss: 2.1256, grad_norm: 2.5225 2022-02-09 12:16:39,635 - mmaction - INFO - Epoch [127][560/940] lr: 4.000e-02, eta: 1 day, 20:25:37, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5012, top5_acc: 0.7480, loss_cls: 2.1408, loss: 2.1408, grad_norm: 2.4839 2022-02-09 12:17:03,223 - mmaction - INFO - Epoch [127][580/940] lr: 4.000e-02, eta: 1 day, 20:25:08, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7404, loss_cls: 2.1454, loss: 2.1454, grad_norm: 2.4852 2022-02-09 12:17:26,726 - mmaction - INFO - Epoch [127][600/940] lr: 4.000e-02, eta: 1 day, 20:24:39, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5066, top5_acc: 0.7441, loss_cls: 2.1464, loss: 2.1464, grad_norm: 2.4801 2022-02-09 12:17:50,245 - mmaction - INFO - Epoch [127][620/940] lr: 4.000e-02, eta: 1 day, 20:24:09, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5162, top5_acc: 0.7521, loss_cls: 2.1199, loss: 2.1199, grad_norm: 2.4602 2022-02-09 12:18:13,789 - mmaction - INFO - Epoch [127][640/940] lr: 4.000e-02, eta: 1 day, 20:23:40, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.5104, top5_acc: 0.7441, loss_cls: 2.1072, loss: 2.1072, grad_norm: 2.5574 2022-02-09 12:18:37,403 - mmaction - INFO - Epoch [127][660/940] lr: 4.000e-02, eta: 1 day, 20:23:11, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.5256, top5_acc: 0.7520, loss_cls: 2.0706, loss: 2.0706, grad_norm: 2.4478 2022-02-09 12:19:00,962 - mmaction - INFO - Epoch [127][680/940] lr: 4.000e-02, eta: 1 day, 20:22:42, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.5066, top5_acc: 0.7357, loss_cls: 2.1454, loss: 2.1454, grad_norm: 2.4752 2022-02-09 12:19:24,602 - mmaction - INFO - Epoch [127][700/940] lr: 4.000e-02, eta: 1 day, 20:22:13, time: 1.182, data_time: 0.050, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7500, loss_cls: 2.1115, loss: 2.1115, grad_norm: 2.4822 2022-02-09 12:19:48,270 - mmaction - INFO - Epoch [127][720/940] lr: 4.000e-02, eta: 1 day, 20:21:44, time: 1.183, data_time: 0.047, memory: 9497, top1_acc: 0.5188, top5_acc: 0.7439, loss_cls: 2.0970, loss: 2.0970, grad_norm: 2.4529 2022-02-09 12:20:11,742 - mmaction - INFO - Epoch [127][740/940] lr: 4.000e-02, eta: 1 day, 20:21:15, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5262, top5_acc: 0.7619, loss_cls: 2.0545, loss: 2.0545, grad_norm: 2.4685 2022-02-09 12:20:35,253 - mmaction - INFO - Epoch [127][760/940] lr: 4.000e-02, eta: 1 day, 20:20:46, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5068, top5_acc: 0.7373, loss_cls: 2.1677, loss: 2.1677, grad_norm: 2.5557 2022-02-09 12:20:58,737 - mmaction - INFO - Epoch [127][780/940] lr: 4.000e-02, eta: 1 day, 20:20:17, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7496, loss_cls: 2.0991, loss: 2.0991, grad_norm: 2.5134 2022-02-09 12:21:22,294 - mmaction - INFO - Epoch [127][800/940] lr: 4.000e-02, eta: 1 day, 20:19:48, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.5143, top5_acc: 0.7443, loss_cls: 2.1030, loss: 2.1030, grad_norm: 2.4895 2022-02-09 12:21:45,736 - mmaction - INFO - Epoch [127][820/940] lr: 4.000e-02, eta: 1 day, 20:19:19, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.5209, top5_acc: 0.7441, loss_cls: 2.1068, loss: 2.1068, grad_norm: 2.4623 2022-02-09 12:22:09,263 - mmaction - INFO - Epoch [127][840/940] lr: 4.000e-02, eta: 1 day, 20:18:49, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7539, loss_cls: 2.0493, loss: 2.0493, grad_norm: 2.4818 2022-02-09 12:22:32,730 - mmaction - INFO - Epoch [127][860/940] lr: 4.000e-02, eta: 1 day, 20:18:20, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7461, loss_cls: 2.1070, loss: 2.1070, grad_norm: 2.5453 2022-02-09 12:22:56,316 - mmaction - INFO - Epoch [127][880/940] lr: 4.000e-02, eta: 1 day, 20:17:51, time: 1.180, data_time: 0.048, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7500, loss_cls: 2.1032, loss: 2.1032, grad_norm: 2.5041 2022-02-09 12:23:19,777 - mmaction - INFO - Epoch [127][900/940] lr: 4.000e-02, eta: 1 day, 20:17:22, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7480, loss_cls: 2.0995, loss: 2.0995, grad_norm: 2.4815 2022-02-09 12:23:43,207 - mmaction - INFO - Epoch [127][920/940] lr: 4.000e-02, eta: 1 day, 20:16:53, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.5141, top5_acc: 0.7541, loss_cls: 2.0837, loss: 2.0837, grad_norm: 2.5208 2022-02-09 12:24:05,546 - mmaction - INFO - Epoch [127][940/940] lr: 4.000e-02, eta: 1 day, 20:16:23, time: 1.117, data_time: 0.050, memory: 9497, top1_acc: 0.5128, top5_acc: 0.7433, loss_cls: 2.1317, loss: 2.1317, grad_norm: 2.4662 2022-02-09 12:26:35,291 - mmaction - INFO - Epoch [128][20/940] lr: 4.000e-02, eta: 1 day, 20:17:59, time: 7.376, data_time: 5.960, memory: 9497, top1_acc: 0.5152, top5_acc: 0.7514, loss_cls: 2.0906, loss: 2.0906, grad_norm: 2.5245 2022-02-09 12:26:58,451 - mmaction - INFO - Epoch [128][40/940] lr: 4.000e-02, eta: 1 day, 20:17:30, time: 1.158, data_time: 0.049, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7508, loss_cls: 2.0823, loss: 2.0823, grad_norm: 2.5116 2022-02-09 12:27:21,705 - mmaction - INFO - Epoch [128][60/940] lr: 4.000e-02, eta: 1 day, 20:17:01, time: 1.162, data_time: 0.045, memory: 9497, top1_acc: 0.5061, top5_acc: 0.7443, loss_cls: 2.1290, loss: 2.1290, grad_norm: 2.5488 2022-02-09 12:27:44,829 - mmaction - INFO - Epoch [128][80/940] lr: 4.000e-02, eta: 1 day, 20:16:31, time: 1.157, data_time: 0.045, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7492, loss_cls: 2.0662, loss: 2.0662, grad_norm: 2.4616 2022-02-09 12:28:08,025 - mmaction - INFO - Epoch [128][100/940] lr: 4.000e-02, eta: 1 day, 20:16:02, time: 1.159, data_time: 0.049, memory: 9497, top1_acc: 0.5258, top5_acc: 0.7545, loss_cls: 2.0605, loss: 2.0605, grad_norm: 2.4840 2022-02-09 12:28:31,284 - mmaction - INFO - Epoch [128][120/940] lr: 4.000e-02, eta: 1 day, 20:15:32, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7576, loss_cls: 2.0500, loss: 2.0500, grad_norm: 2.4879 2022-02-09 12:28:54,553 - mmaction - INFO - Epoch [128][140/940] lr: 4.000e-02, eta: 1 day, 20:15:03, time: 1.164, data_time: 0.051, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7527, loss_cls: 2.0842, loss: 2.0842, grad_norm: 2.4914 2022-02-09 12:29:17,807 - mmaction - INFO - Epoch [128][160/940] lr: 4.000e-02, eta: 1 day, 20:14:33, time: 1.163, data_time: 0.050, memory: 9497, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0506, loss: 2.0506, grad_norm: 2.5125 2022-02-09 12:29:40,953 - mmaction - INFO - Epoch [128][180/940] lr: 4.000e-02, eta: 1 day, 20:14:04, time: 1.157, data_time: 0.054, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7578, loss_cls: 2.0533, loss: 2.0533, grad_norm: 2.4762 2022-02-09 12:30:04,158 - mmaction - INFO - Epoch [128][200/940] lr: 4.000e-02, eta: 1 day, 20:13:34, time: 1.160, data_time: 0.054, memory: 9497, top1_acc: 0.5121, top5_acc: 0.7410, loss_cls: 2.1327, loss: 2.1327, grad_norm: 2.5296 2022-02-09 12:30:27,578 - mmaction - INFO - Epoch [128][220/940] lr: 4.000e-02, eta: 1 day, 20:13:05, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.5104, top5_acc: 0.7496, loss_cls: 2.1062, loss: 2.1062, grad_norm: 2.5274 2022-02-09 12:30:51,308 - mmaction - INFO - Epoch [128][240/940] lr: 4.000e-02, eta: 1 day, 20:12:36, time: 1.187, data_time: 0.067, memory: 9497, top1_acc: 0.5113, top5_acc: 0.7500, loss_cls: 2.0860, loss: 2.0860, grad_norm: 2.5293 2022-02-09 12:31:14,835 - mmaction - INFO - Epoch [128][260/940] lr: 4.000e-02, eta: 1 day, 20:12:07, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0752, loss: 2.0752, grad_norm: 2.5213 2022-02-09 12:31:38,409 - mmaction - INFO - Epoch [128][280/940] lr: 4.000e-02, eta: 1 day, 20:11:38, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.5119, top5_acc: 0.7438, loss_cls: 2.1299, loss: 2.1299, grad_norm: 2.5343 2022-02-09 12:32:02,007 - mmaction - INFO - Epoch [128][300/940] lr: 4.000e-02, eta: 1 day, 20:11:09, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.5221, top5_acc: 0.7533, loss_cls: 2.0876, loss: 2.0876, grad_norm: 2.5205 2022-02-09 12:32:25,630 - mmaction - INFO - Epoch [128][320/940] lr: 4.000e-02, eta: 1 day, 20:10:40, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.5143, top5_acc: 0.7506, loss_cls: 2.0955, loss: 2.0955, grad_norm: 2.4944 2022-02-09 12:32:49,078 - mmaction - INFO - Epoch [128][340/940] lr: 4.000e-02, eta: 1 day, 20:10:11, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.5131, top5_acc: 0.7447, loss_cls: 2.1181, loss: 2.1181, grad_norm: 2.5486 2022-02-09 12:33:12,619 - mmaction - INFO - Epoch [128][360/940] lr: 4.000e-02, eta: 1 day, 20:09:42, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7412, loss_cls: 2.1514, loss: 2.1514, grad_norm: 2.4870 2022-02-09 12:33:36,143 - mmaction - INFO - Epoch [128][380/940] lr: 4.000e-02, eta: 1 day, 20:09:13, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5141, top5_acc: 0.7488, loss_cls: 2.1266, loss: 2.1266, grad_norm: 2.5046 2022-02-09 12:33:59,666 - mmaction - INFO - Epoch [128][400/940] lr: 4.000e-02, eta: 1 day, 20:08:44, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5135, top5_acc: 0.7406, loss_cls: 2.1217, loss: 2.1217, grad_norm: 2.5259 2022-02-09 12:34:23,250 - mmaction - INFO - Epoch [128][420/940] lr: 4.000e-02, eta: 1 day, 20:08:15, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.0989, loss: 2.0989, grad_norm: 2.5058 2022-02-09 12:34:46,754 - mmaction - INFO - Epoch [128][440/940] lr: 4.000e-02, eta: 1 day, 20:07:45, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5135, top5_acc: 0.7514, loss_cls: 2.0910, loss: 2.0910, grad_norm: 2.4814 2022-02-09 12:35:10,258 - mmaction - INFO - Epoch [128][460/940] lr: 4.000e-02, eta: 1 day, 20:07:16, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5387, top5_acc: 0.7625, loss_cls: 2.0140, loss: 2.0140, grad_norm: 2.4298 2022-02-09 12:35:33,722 - mmaction - INFO - Epoch [128][480/940] lr: 4.000e-02, eta: 1 day, 20:06:47, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.5213, top5_acc: 0.7549, loss_cls: 2.0722, loss: 2.0722, grad_norm: 2.4851 2022-02-09 12:35:57,207 - mmaction - INFO - Epoch [128][500/940] lr: 4.000e-02, eta: 1 day, 20:06:18, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.5188, top5_acc: 0.7480, loss_cls: 2.1122, loss: 2.1122, grad_norm: 2.5087 2022-02-09 12:36:20,880 - mmaction - INFO - Epoch [128][520/940] lr: 4.000e-02, eta: 1 day, 20:05:49, time: 1.184, data_time: 0.060, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7471, loss_cls: 2.0666, loss: 2.0666, grad_norm: 2.4979 2022-02-09 12:36:44,401 - mmaction - INFO - Epoch [128][540/940] lr: 4.000e-02, eta: 1 day, 20:05:20, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5184, top5_acc: 0.7490, loss_cls: 2.0760, loss: 2.0760, grad_norm: 2.5186 2022-02-09 12:37:07,948 - mmaction - INFO - Epoch [128][560/940] lr: 4.000e-02, eta: 1 day, 20:04:51, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7484, loss_cls: 2.0973, loss: 2.0973, grad_norm: 2.4736 2022-02-09 12:37:31,455 - mmaction - INFO - Epoch [128][580/940] lr: 4.000e-02, eta: 1 day, 20:04:22, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.5107, top5_acc: 0.7443, loss_cls: 2.1398, loss: 2.1398, grad_norm: 2.5086 2022-02-09 12:37:54,846 - mmaction - INFO - Epoch [128][600/940] lr: 4.000e-02, eta: 1 day, 20:03:53, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7541, loss_cls: 2.1182, loss: 2.1182, grad_norm: 2.5169 2022-02-09 12:38:18,369 - mmaction - INFO - Epoch [128][620/940] lr: 4.000e-02, eta: 1 day, 20:03:24, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.5184, top5_acc: 0.7479, loss_cls: 2.1155, loss: 2.1155, grad_norm: 2.5272 2022-02-09 12:38:41,810 - mmaction - INFO - Epoch [128][640/940] lr: 4.000e-02, eta: 1 day, 20:02:54, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7471, loss_cls: 2.0992, loss: 2.0992, grad_norm: 2.5118 2022-02-09 12:39:05,226 - mmaction - INFO - Epoch [128][660/940] lr: 4.000e-02, eta: 1 day, 20:02:25, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7396, loss_cls: 2.1530, loss: 2.1530, grad_norm: 2.5279 2022-02-09 12:39:28,657 - mmaction - INFO - Epoch [128][680/940] lr: 4.000e-02, eta: 1 day, 20:01:56, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5078, top5_acc: 0.7426, loss_cls: 2.1467, loss: 2.1467, grad_norm: 2.4871 2022-02-09 12:39:52,144 - mmaction - INFO - Epoch [128][700/940] lr: 4.000e-02, eta: 1 day, 20:01:27, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7537, loss_cls: 2.0804, loss: 2.0804, grad_norm: 2.4314 2022-02-09 12:40:15,639 - mmaction - INFO - Epoch [128][720/940] lr: 4.000e-02, eta: 1 day, 20:00:58, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.5182, top5_acc: 0.7498, loss_cls: 2.1036, loss: 2.1036, grad_norm: 2.5278 2022-02-09 12:40:39,160 - mmaction - INFO - Epoch [128][740/940] lr: 4.000e-02, eta: 1 day, 20:00:29, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5139, top5_acc: 0.7414, loss_cls: 2.1199, loss: 2.1199, grad_norm: 2.4776 2022-02-09 12:41:02,602 - mmaction - INFO - Epoch [128][760/940] lr: 4.000e-02, eta: 1 day, 20:00:00, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5295, top5_acc: 0.7580, loss_cls: 2.0559, loss: 2.0559, grad_norm: 2.4910 2022-02-09 12:41:26,132 - mmaction - INFO - Epoch [128][780/940] lr: 4.000e-02, eta: 1 day, 19:59:31, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.5209, top5_acc: 0.7457, loss_cls: 2.1277, loss: 2.1277, grad_norm: 2.5067 2022-02-09 12:41:49,812 - mmaction - INFO - Epoch [128][800/940] lr: 4.000e-02, eta: 1 day, 19:59:02, time: 1.184, data_time: 0.056, memory: 9497, top1_acc: 0.5131, top5_acc: 0.7506, loss_cls: 2.1256, loss: 2.1256, grad_norm: 2.5128 2022-02-09 12:42:13,406 - mmaction - INFO - Epoch [128][820/940] lr: 4.000e-02, eta: 1 day, 19:58:33, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7461, loss_cls: 2.1173, loss: 2.1173, grad_norm: 2.5612 2022-02-09 12:42:37,104 - mmaction - INFO - Epoch [128][840/940] lr: 4.000e-02, eta: 1 day, 19:58:04, time: 1.185, data_time: 0.053, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7434, loss_cls: 2.1429, loss: 2.1429, grad_norm: 2.4693 2022-02-09 12:43:00,697 - mmaction - INFO - Epoch [128][860/940] lr: 4.000e-02, eta: 1 day, 19:57:35, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1671, loss: 2.1671, grad_norm: 2.4918 2022-02-09 12:43:24,226 - mmaction - INFO - Epoch [128][880/940] lr: 4.000e-02, eta: 1 day, 19:57:06, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5066, top5_acc: 0.7445, loss_cls: 2.1269, loss: 2.1269, grad_norm: 2.5070 2022-02-09 12:43:48,076 - mmaction - INFO - Epoch [128][900/940] lr: 4.000e-02, eta: 1 day, 19:56:37, time: 1.193, data_time: 0.069, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7439, loss_cls: 2.1052, loss: 2.1052, grad_norm: 2.4855 2022-02-09 12:44:11,735 - mmaction - INFO - Epoch [128][920/940] lr: 4.000e-02, eta: 1 day, 19:56:08, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.5256, top5_acc: 0.7562, loss_cls: 2.0477, loss: 2.0477, grad_norm: 2.4842 2022-02-09 12:44:34,198 - mmaction - INFO - Epoch [128][940/940] lr: 4.000e-02, eta: 1 day, 19:55:38, time: 1.124, data_time: 0.064, memory: 9497, top1_acc: 0.5116, top5_acc: 0.7451, loss_cls: 2.1093, loss: 2.1093, grad_norm: 2.5254 2022-02-09 12:46:59,464 - mmaction - INFO - Epoch [129][20/940] lr: 4.000e-02, eta: 1 day, 19:57:09, time: 7.157, data_time: 5.988, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7428, loss_cls: 2.1308, loss: 2.1308, grad_norm: 2.4227 2022-02-09 12:47:22,609 - mmaction - INFO - Epoch [129][40/940] lr: 4.000e-02, eta: 1 day, 19:56:39, time: 1.153, data_time: 0.049, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7518, loss_cls: 2.0862, loss: 2.0862, grad_norm: 2.4470 2022-02-09 12:47:45,762 - mmaction - INFO - Epoch [129][60/940] lr: 4.000e-02, eta: 1 day, 19:56:10, time: 1.162, data_time: 0.050, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7533, loss_cls: 2.0624, loss: 2.0624, grad_norm: 2.4896 2022-02-09 12:48:08,970 - mmaction - INFO - Epoch [129][80/940] lr: 4.000e-02, eta: 1 day, 19:55:40, time: 1.160, data_time: 0.044, memory: 9497, top1_acc: 0.5098, top5_acc: 0.7486, loss_cls: 2.1009, loss: 2.1009, grad_norm: 2.5346 2022-02-09 12:48:32,172 - mmaction - INFO - Epoch [129][100/940] lr: 4.000e-02, eta: 1 day, 19:55:11, time: 1.161, data_time: 0.048, memory: 9497, top1_acc: 0.5279, top5_acc: 0.7578, loss_cls: 2.0337, loss: 2.0337, grad_norm: 2.5239 2022-02-09 12:48:55,461 - mmaction - INFO - Epoch [129][120/940] lr: 4.000e-02, eta: 1 day, 19:54:41, time: 1.164, data_time: 0.045, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7572, loss_cls: 2.0522, loss: 2.0522, grad_norm: 2.5620 2022-02-09 12:49:18,778 - mmaction - INFO - Epoch [129][140/940] lr: 4.000e-02, eta: 1 day, 19:54:12, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7445, loss_cls: 2.1082, loss: 2.1082, grad_norm: 2.5160 2022-02-09 12:49:42,200 - mmaction - INFO - Epoch [129][160/940] lr: 4.000e-02, eta: 1 day, 19:53:43, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7568, loss_cls: 2.0745, loss: 2.0745, grad_norm: 2.4870 2022-02-09 12:50:05,604 - mmaction - INFO - Epoch [129][180/940] lr: 4.000e-02, eta: 1 day, 19:53:14, time: 1.171, data_time: 0.046, memory: 9497, top1_acc: 0.5332, top5_acc: 0.7586, loss_cls: 2.0308, loss: 2.0308, grad_norm: 2.5256 2022-02-09 12:50:29,189 - mmaction - INFO - Epoch [129][200/940] lr: 4.000e-02, eta: 1 day, 19:52:45, time: 1.179, data_time: 0.048, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7537, loss_cls: 2.0807, loss: 2.0807, grad_norm: 2.4950 2022-02-09 12:50:52,627 - mmaction - INFO - Epoch [129][220/940] lr: 4.000e-02, eta: 1 day, 19:52:16, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.5213, top5_acc: 0.7439, loss_cls: 2.1063, loss: 2.1063, grad_norm: 2.5756 2022-02-09 12:51:16,093 - mmaction - INFO - Epoch [129][240/940] lr: 4.000e-02, eta: 1 day, 19:51:47, time: 1.173, data_time: 0.047, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7449, loss_cls: 2.0996, loss: 2.0996, grad_norm: 2.4679 2022-02-09 12:51:39,491 - mmaction - INFO - Epoch [129][260/940] lr: 4.000e-02, eta: 1 day, 19:51:17, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7443, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.5082 2022-02-09 12:52:02,897 - mmaction - INFO - Epoch [129][280/940] lr: 4.000e-02, eta: 1 day, 19:50:48, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.5133, top5_acc: 0.7432, loss_cls: 2.1322, loss: 2.1322, grad_norm: 2.5774 2022-02-09 12:52:26,370 - mmaction - INFO - Epoch [129][300/940] lr: 4.000e-02, eta: 1 day, 19:50:19, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7516, loss_cls: 2.0847, loss: 2.0847, grad_norm: 2.5240 2022-02-09 12:52:49,711 - mmaction - INFO - Epoch [129][320/940] lr: 4.000e-02, eta: 1 day, 19:49:50, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.5131, top5_acc: 0.7412, loss_cls: 2.1086, loss: 2.1086, grad_norm: 2.5421 2022-02-09 12:53:13,156 - mmaction - INFO - Epoch [129][340/940] lr: 4.000e-02, eta: 1 day, 19:49:21, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7473, loss_cls: 2.1077, loss: 2.1077, grad_norm: 2.4691 2022-02-09 12:53:36,812 - mmaction - INFO - Epoch [129][360/940] lr: 4.000e-02, eta: 1 day, 19:48:52, time: 1.183, data_time: 0.049, memory: 9497, top1_acc: 0.5221, top5_acc: 0.7572, loss_cls: 2.0626, loss: 2.0626, grad_norm: 2.5100 2022-02-09 12:54:00,343 - mmaction - INFO - Epoch [129][380/940] lr: 4.000e-02, eta: 1 day, 19:48:23, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.5076, top5_acc: 0.7445, loss_cls: 2.1327, loss: 2.1327, grad_norm: 2.5404 2022-02-09 12:54:23,844 - mmaction - INFO - Epoch [129][400/940] lr: 4.000e-02, eta: 1 day, 19:47:54, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5139, top5_acc: 0.7488, loss_cls: 2.1010, loss: 2.1010, grad_norm: 2.4775 2022-02-09 12:54:47,288 - mmaction - INFO - Epoch [129][420/940] lr: 4.000e-02, eta: 1 day, 19:47:25, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5131, top5_acc: 0.7436, loss_cls: 2.1366, loss: 2.1366, grad_norm: 2.4867 2022-02-09 12:55:10,796 - mmaction - INFO - Epoch [129][440/940] lr: 4.000e-02, eta: 1 day, 19:46:55, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.0975, loss: 2.0975, grad_norm: 2.4980 2022-02-09 12:55:34,296 - mmaction - INFO - Epoch [129][460/940] lr: 4.000e-02, eta: 1 day, 19:46:26, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7512, loss_cls: 2.0560, loss: 2.0560, grad_norm: 2.5199 2022-02-09 12:55:57,909 - mmaction - INFO - Epoch [129][480/940] lr: 4.000e-02, eta: 1 day, 19:45:57, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7504, loss_cls: 2.0586, loss: 2.0586, grad_norm: 2.4929 2022-02-09 12:56:21,322 - mmaction - INFO - Epoch [129][500/940] lr: 4.000e-02, eta: 1 day, 19:45:28, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.5160, top5_acc: 0.7537, loss_cls: 2.0906, loss: 2.0906, grad_norm: 2.5510 2022-02-09 12:56:44,788 - mmaction - INFO - Epoch [129][520/940] lr: 4.000e-02, eta: 1 day, 19:44:59, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7506, loss_cls: 2.0684, loss: 2.0684, grad_norm: 2.5319 2022-02-09 12:57:08,355 - mmaction - INFO - Epoch [129][540/940] lr: 4.000e-02, eta: 1 day, 19:44:30, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5209, top5_acc: 0.7432, loss_cls: 2.1131, loss: 2.1131, grad_norm: 2.5270 2022-02-09 12:57:31,830 - mmaction - INFO - Epoch [129][560/940] lr: 4.000e-02, eta: 1 day, 19:44:01, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7480, loss_cls: 2.1199, loss: 2.1199, grad_norm: 2.4890 2022-02-09 12:57:55,231 - mmaction - INFO - Epoch [129][580/940] lr: 4.000e-02, eta: 1 day, 19:43:32, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.5277, top5_acc: 0.7428, loss_cls: 2.0697, loss: 2.0697, grad_norm: 2.4636 2022-02-09 12:58:18,654 - mmaction - INFO - Epoch [129][600/940] lr: 4.000e-02, eta: 1 day, 19:43:03, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7494, loss_cls: 2.1213, loss: 2.1213, grad_norm: 2.5162 2022-02-09 12:58:42,124 - mmaction - INFO - Epoch [129][620/940] lr: 4.000e-02, eta: 1 day, 19:42:34, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7473, loss_cls: 2.1210, loss: 2.1210, grad_norm: 2.4890 2022-02-09 12:59:05,610 - mmaction - INFO - Epoch [129][640/940] lr: 4.000e-02, eta: 1 day, 19:42:05, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5041, top5_acc: 0.7406, loss_cls: 2.1550, loss: 2.1550, grad_norm: 2.5129 2022-02-09 12:59:29,361 - mmaction - INFO - Epoch [129][660/940] lr: 4.000e-02, eta: 1 day, 19:41:36, time: 1.188, data_time: 0.058, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7523, loss_cls: 2.0686, loss: 2.0686, grad_norm: 2.5105 2022-02-09 12:59:52,945 - mmaction - INFO - Epoch [129][680/940] lr: 4.000e-02, eta: 1 day, 19:41:07, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.5266, top5_acc: 0.7596, loss_cls: 2.0496, loss: 2.0496, grad_norm: 2.5189 2022-02-09 13:00:16,494 - mmaction - INFO - Epoch [129][700/940] lr: 4.000e-02, eta: 1 day, 19:40:38, time: 1.177, data_time: 0.044, memory: 9497, top1_acc: 0.5143, top5_acc: 0.7443, loss_cls: 2.1162, loss: 2.1162, grad_norm: 2.4745 2022-02-09 13:00:40,135 - mmaction - INFO - Epoch [129][720/940] lr: 4.000e-02, eta: 1 day, 19:40:09, time: 1.182, data_time: 0.049, memory: 9497, top1_acc: 0.5080, top5_acc: 0.7461, loss_cls: 2.1287, loss: 2.1287, grad_norm: 2.5388 2022-02-09 13:01:03,694 - mmaction - INFO - Epoch [129][740/940] lr: 4.000e-02, eta: 1 day, 19:39:40, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7479, loss_cls: 2.0895, loss: 2.0895, grad_norm: 2.4422 2022-02-09 13:01:27,231 - mmaction - INFO - Epoch [129][760/940] lr: 4.000e-02, eta: 1 day, 19:39:11, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7523, loss_cls: 2.0815, loss: 2.0815, grad_norm: 2.4636 2022-02-09 13:01:50,860 - mmaction - INFO - Epoch [129][780/940] lr: 4.000e-02, eta: 1 day, 19:38:42, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.5104, top5_acc: 0.7473, loss_cls: 2.1250, loss: 2.1250, grad_norm: 2.5656 2022-02-09 13:02:14,304 - mmaction - INFO - Epoch [129][800/940] lr: 4.000e-02, eta: 1 day, 19:38:13, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7535, loss_cls: 2.0866, loss: 2.0866, grad_norm: 2.4693 2022-02-09 13:02:37,672 - mmaction - INFO - Epoch [129][820/940] lr: 4.000e-02, eta: 1 day, 19:37:44, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.5137, top5_acc: 0.7436, loss_cls: 2.1367, loss: 2.1367, grad_norm: 2.5153 2022-02-09 13:03:01,215 - mmaction - INFO - Epoch [129][840/940] lr: 4.000e-02, eta: 1 day, 19:37:15, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7365, loss_cls: 2.1421, loss: 2.1421, grad_norm: 2.5368 2022-02-09 13:03:24,747 - mmaction - INFO - Epoch [129][860/940] lr: 4.000e-02, eta: 1 day, 19:36:46, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.5160, top5_acc: 0.7508, loss_cls: 2.0826, loss: 2.0826, grad_norm: 2.4695 2022-02-09 13:03:48,233 - mmaction - INFO - Epoch [129][880/940] lr: 4.000e-02, eta: 1 day, 19:36:17, time: 1.174, data_time: 0.046, memory: 9497, top1_acc: 0.5139, top5_acc: 0.7418, loss_cls: 2.1104, loss: 2.1104, grad_norm: 2.5359 2022-02-09 13:04:11,618 - mmaction - INFO - Epoch [129][900/940] lr: 4.000e-02, eta: 1 day, 19:35:48, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7438, loss_cls: 2.1117, loss: 2.1117, grad_norm: 2.4782 2022-02-09 13:04:35,029 - mmaction - INFO - Epoch [129][920/940] lr: 4.000e-02, eta: 1 day, 19:35:18, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7582, loss_cls: 2.0691, loss: 2.0691, grad_norm: 2.4586 2022-02-09 13:04:57,366 - mmaction - INFO - Epoch [129][940/940] lr: 4.000e-02, eta: 1 day, 19:34:48, time: 1.117, data_time: 0.055, memory: 9497, top1_acc: 0.5120, top5_acc: 0.7453, loss_cls: 2.1355, loss: 2.1355, grad_norm: 2.5729 2022-02-09 13:07:34,832 - mmaction - INFO - Epoch [130][20/940] lr: 4.000e-02, eta: 1 day, 19:36:27, time: 7.658, data_time: 6.316, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7525, loss_cls: 2.1008, loss: 2.1008, grad_norm: 2.5189 2022-02-09 13:07:57,956 - mmaction - INFO - Epoch [130][40/940] lr: 4.000e-02, eta: 1 day, 19:35:57, time: 1.156, data_time: 0.046, memory: 9497, top1_acc: 0.5160, top5_acc: 0.7498, loss_cls: 2.1108, loss: 2.1108, grad_norm: 2.5332 2022-02-09 13:08:21,172 - mmaction - INFO - Epoch [130][60/940] lr: 4.000e-02, eta: 1 day, 19:35:28, time: 1.161, data_time: 0.043, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7559, loss_cls: 2.0611, loss: 2.0611, grad_norm: 2.5161 2022-02-09 13:08:44,388 - mmaction - INFO - Epoch [130][80/940] lr: 4.000e-02, eta: 1 day, 19:34:59, time: 1.161, data_time: 0.044, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7629, loss_cls: 2.0237, loss: 2.0237, grad_norm: 2.4941 2022-02-09 13:09:07,552 - mmaction - INFO - Epoch [130][100/940] lr: 4.000e-02, eta: 1 day, 19:34:29, time: 1.158, data_time: 0.046, memory: 9497, top1_acc: 0.5051, top5_acc: 0.7422, loss_cls: 2.1312, loss: 2.1312, grad_norm: 2.5156 2022-02-09 13:09:30,850 - mmaction - INFO - Epoch [130][120/940] lr: 4.000e-02, eta: 1 day, 19:34:00, time: 1.165, data_time: 0.045, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7535, loss_cls: 2.0879, loss: 2.0879, grad_norm: 2.5391 2022-02-09 13:09:54,169 - mmaction - INFO - Epoch [130][140/940] lr: 4.000e-02, eta: 1 day, 19:33:31, time: 1.166, data_time: 0.047, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7482, loss_cls: 2.0989, loss: 2.0989, grad_norm: 2.4984 2022-02-09 13:10:17,518 - mmaction - INFO - Epoch [130][160/940] lr: 4.000e-02, eta: 1 day, 19:33:02, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7494, loss_cls: 2.0853, loss: 2.0853, grad_norm: 2.5171 2022-02-09 13:10:40,765 - mmaction - INFO - Epoch [130][180/940] lr: 4.000e-02, eta: 1 day, 19:32:32, time: 1.162, data_time: 0.051, memory: 9497, top1_acc: 0.5330, top5_acc: 0.7562, loss_cls: 2.0294, loss: 2.0294, grad_norm: 2.5536 2022-02-09 13:11:04,250 - mmaction - INFO - Epoch [130][200/940] lr: 4.000e-02, eta: 1 day, 19:32:03, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.5248, top5_acc: 0.7465, loss_cls: 2.0835, loss: 2.0835, grad_norm: 2.5231 2022-02-09 13:11:27,663 - mmaction - INFO - Epoch [130][220/940] lr: 4.000e-02, eta: 1 day, 19:31:34, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7619, loss_cls: 2.0607, loss: 2.0607, grad_norm: 2.4659 2022-02-09 13:11:51,164 - mmaction - INFO - Epoch [130][240/940] lr: 4.000e-02, eta: 1 day, 19:31:05, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5262, top5_acc: 0.7570, loss_cls: 2.0547, loss: 2.0547, grad_norm: 2.4859 2022-02-09 13:12:14,636 - mmaction - INFO - Epoch [130][260/940] lr: 4.000e-02, eta: 1 day, 19:30:36, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7416, loss_cls: 2.1207, loss: 2.1207, grad_norm: 2.5850 2022-02-09 13:12:38,134 - mmaction - INFO - Epoch [130][280/940] lr: 4.000e-02, eta: 1 day, 19:30:07, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7494, loss_cls: 2.0996, loss: 2.0996, grad_norm: 2.5302 2022-02-09 13:13:01,617 - mmaction - INFO - Epoch [130][300/940] lr: 4.000e-02, eta: 1 day, 19:29:38, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.5221, top5_acc: 0.7436, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.5623 2022-02-09 13:13:25,031 - mmaction - INFO - Epoch [130][320/940] lr: 4.000e-02, eta: 1 day, 19:29:09, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.5119, top5_acc: 0.7445, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.5587 2022-02-09 13:13:48,475 - mmaction - INFO - Epoch [130][340/940] lr: 4.000e-02, eta: 1 day, 19:28:40, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.5162, top5_acc: 0.7473, loss_cls: 2.1065, loss: 2.1065, grad_norm: 2.5164 2022-02-09 13:14:11,841 - mmaction - INFO - Epoch [130][360/940] lr: 4.000e-02, eta: 1 day, 19:28:11, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7477, loss_cls: 2.1046, loss: 2.1046, grad_norm: 2.4582 2022-02-09 13:14:35,271 - mmaction - INFO - Epoch [130][380/940] lr: 4.000e-02, eta: 1 day, 19:27:42, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.5215, top5_acc: 0.7541, loss_cls: 2.0492, loss: 2.0492, grad_norm: 2.4793 2022-02-09 13:14:58,730 - mmaction - INFO - Epoch [130][400/940] lr: 4.000e-02, eta: 1 day, 19:27:12, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.5123, top5_acc: 0.7418, loss_cls: 2.1212, loss: 2.1212, grad_norm: 2.5204 2022-02-09 13:15:22,253 - mmaction - INFO - Epoch [130][420/940] lr: 4.000e-02, eta: 1 day, 19:26:43, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7439, loss_cls: 2.1065, loss: 2.1065, grad_norm: 2.5010 2022-02-09 13:15:45,711 - mmaction - INFO - Epoch [130][440/940] lr: 4.000e-02, eta: 1 day, 19:26:14, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7586, loss_cls: 2.0654, loss: 2.0654, grad_norm: 2.4878 2022-02-09 13:16:09,026 - mmaction - INFO - Epoch [130][460/940] lr: 4.000e-02, eta: 1 day, 19:25:45, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7521, loss_cls: 2.0623, loss: 2.0623, grad_norm: 2.5138 2022-02-09 13:16:32,416 - mmaction - INFO - Epoch [130][480/940] lr: 4.000e-02, eta: 1 day, 19:25:16, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.5135, top5_acc: 0.7445, loss_cls: 2.1160, loss: 2.1160, grad_norm: 2.5225 2022-02-09 13:16:55,880 - mmaction - INFO - Epoch [130][500/940] lr: 4.000e-02, eta: 1 day, 19:24:47, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7611, loss_cls: 2.0640, loss: 2.0640, grad_norm: 2.5060 2022-02-09 13:17:19,468 - mmaction - INFO - Epoch [130][520/940] lr: 4.000e-02, eta: 1 day, 19:24:18, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7453, loss_cls: 2.1088, loss: 2.1088, grad_norm: 2.5334 2022-02-09 13:17:43,083 - mmaction - INFO - Epoch [130][540/940] lr: 4.000e-02, eta: 1 day, 19:23:49, time: 1.181, data_time: 0.052, memory: 9497, top1_acc: 0.5135, top5_acc: 0.7414, loss_cls: 2.1302, loss: 2.1302, grad_norm: 2.4957 2022-02-09 13:18:06,636 - mmaction - INFO - Epoch [130][560/940] lr: 4.000e-02, eta: 1 day, 19:23:20, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7469, loss_cls: 2.0778, loss: 2.0778, grad_norm: 2.4962 2022-02-09 13:18:30,067 - mmaction - INFO - Epoch [130][580/940] lr: 4.000e-02, eta: 1 day, 19:22:51, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.5143, top5_acc: 0.7426, loss_cls: 2.1183, loss: 2.1183, grad_norm: 2.5502 2022-02-09 13:18:53,761 - mmaction - INFO - Epoch [130][600/940] lr: 4.000e-02, eta: 1 day, 19:22:22, time: 1.185, data_time: 0.053, memory: 9497, top1_acc: 0.5119, top5_acc: 0.7398, loss_cls: 2.1275, loss: 2.1275, grad_norm: 2.5375 2022-02-09 13:19:17,189 - mmaction - INFO - Epoch [130][620/940] lr: 4.000e-02, eta: 1 day, 19:21:53, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5055, top5_acc: 0.7393, loss_cls: 2.1320, loss: 2.1320, grad_norm: 2.5322 2022-02-09 13:19:40,555 - mmaction - INFO - Epoch [130][640/940] lr: 4.000e-02, eta: 1 day, 19:21:24, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7441, loss_cls: 2.1294, loss: 2.1294, grad_norm: 2.5408 2022-02-09 13:20:04,031 - mmaction - INFO - Epoch [130][660/940] lr: 4.000e-02, eta: 1 day, 19:20:55, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1465, loss: 2.1465, grad_norm: 2.5412 2022-02-09 13:20:27,509 - mmaction - INFO - Epoch [130][680/940] lr: 4.000e-02, eta: 1 day, 19:20:26, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7488, loss_cls: 2.1224, loss: 2.1224, grad_norm: 2.5396 2022-02-09 13:20:51,009 - mmaction - INFO - Epoch [130][700/940] lr: 4.000e-02, eta: 1 day, 19:19:57, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.5121, top5_acc: 0.7426, loss_cls: 2.1337, loss: 2.1337, grad_norm: 2.5356 2022-02-09 13:21:14,547 - mmaction - INFO - Epoch [130][720/940] lr: 4.000e-02, eta: 1 day, 19:19:28, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.5188, top5_acc: 0.7527, loss_cls: 2.0702, loss: 2.0702, grad_norm: 2.5074 2022-02-09 13:21:38,079 - mmaction - INFO - Epoch [130][740/940] lr: 4.000e-02, eta: 1 day, 19:18:59, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7477, loss_cls: 2.1220, loss: 2.1220, grad_norm: 2.5343 2022-02-09 13:22:01,643 - mmaction - INFO - Epoch [130][760/940] lr: 4.000e-02, eta: 1 day, 19:18:30, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7471, loss_cls: 2.0834, loss: 2.0834, grad_norm: 2.4858 2022-02-09 13:22:25,109 - mmaction - INFO - Epoch [130][780/940] lr: 4.000e-02, eta: 1 day, 19:18:01, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5068, top5_acc: 0.7438, loss_cls: 2.1055, loss: 2.1055, grad_norm: 2.5418 2022-02-09 13:22:48,790 - mmaction - INFO - Epoch [130][800/940] lr: 4.000e-02, eta: 1 day, 19:17:32, time: 1.184, data_time: 0.053, memory: 9497, top1_acc: 0.5049, top5_acc: 0.7396, loss_cls: 2.1078, loss: 2.1078, grad_norm: 2.5587 2022-02-09 13:23:12,311 - mmaction - INFO - Epoch [130][820/940] lr: 4.000e-02, eta: 1 day, 19:17:03, time: 1.176, data_time: 0.063, memory: 9497, top1_acc: 0.5008, top5_acc: 0.7338, loss_cls: 2.1702, loss: 2.1702, grad_norm: 2.5461 2022-02-09 13:23:36,014 - mmaction - INFO - Epoch [130][840/940] lr: 4.000e-02, eta: 1 day, 19:16:35, time: 1.185, data_time: 0.059, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7473, loss_cls: 2.1053, loss: 2.1053, grad_norm: 2.5028 2022-02-09 13:23:59,569 - mmaction - INFO - Epoch [130][860/940] lr: 4.000e-02, eta: 1 day, 19:16:06, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5152, top5_acc: 0.7484, loss_cls: 2.1011, loss: 2.1011, grad_norm: 2.4885 2022-02-09 13:24:23,141 - mmaction - INFO - Epoch [130][880/940] lr: 4.000e-02, eta: 1 day, 19:15:37, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7527, loss_cls: 2.0597, loss: 2.0597, grad_norm: 2.4982 2022-02-09 13:24:46,499 - mmaction - INFO - Epoch [130][900/940] lr: 4.000e-02, eta: 1 day, 19:15:08, time: 1.169, data_time: 0.059, memory: 9497, top1_acc: 0.5215, top5_acc: 0.7465, loss_cls: 2.0976, loss: 2.0976, grad_norm: 2.5103 2022-02-09 13:25:10,259 - mmaction - INFO - Epoch [130][920/940] lr: 4.000e-02, eta: 1 day, 19:14:39, time: 1.188, data_time: 0.059, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7516, loss_cls: 2.0774, loss: 2.0774, grad_norm: 2.5516 2022-02-09 13:25:32,605 - mmaction - INFO - Epoch [130][940/940] lr: 4.000e-02, eta: 1 day, 19:14:09, time: 1.117, data_time: 0.053, memory: 9497, top1_acc: 0.5020, top5_acc: 0.7399, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.5434 2022-02-09 13:25:36,447 - mmaction - INFO - Saving checkpoint at 130 epochs 2022-02-09 13:28:31,385 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 13:28:32,218 - mmaction - INFO - top1_acc 0.5755 top5_acc 0.8156 2022-02-09 13:28:32,218 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 13:28:32,248 - mmaction - INFO - mean_acc 0.5754 2022-02-09 13:28:32,320 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_125.pth was removed 2022-02-09 13:28:35,010 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_130.pth. 2022-02-09 13:28:35,010 - mmaction - INFO - Best top1_acc is 0.5755 at 130 epoch. 2022-02-09 13:28:35,024 - mmaction - INFO - Epoch(val) [130][78] top1_acc: 0.5755, top5_acc: 0.8156, mean_class_accuracy: 0.5754 2022-02-09 13:31:03,021 - mmaction - INFO - Epoch [131][20/940] lr: 4.000e-02, eta: 1 day, 19:15:40, time: 7.399, data_time: 5.928, memory: 9497, top1_acc: 0.5281, top5_acc: 0.7592, loss_cls: 2.0162, loss: 2.0162, grad_norm: 2.4883 2022-02-09 13:31:26,251 - mmaction - INFO - Epoch [131][40/940] lr: 4.000e-02, eta: 1 day, 19:15:11, time: 1.161, data_time: 0.048, memory: 9497, top1_acc: 0.5158, top5_acc: 0.7465, loss_cls: 2.0889, loss: 2.0889, grad_norm: 2.5692 2022-02-09 13:31:49,319 - mmaction - INFO - Epoch [131][60/940] lr: 4.000e-02, eta: 1 day, 19:14:42, time: 1.153, data_time: 0.043, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7479, loss_cls: 2.1023, loss: 2.1023, grad_norm: 2.5012 2022-02-09 13:32:12,345 - mmaction - INFO - Epoch [131][80/940] lr: 4.000e-02, eta: 1 day, 19:14:12, time: 1.151, data_time: 0.046, memory: 9497, top1_acc: 0.5256, top5_acc: 0.7609, loss_cls: 2.0368, loss: 2.0368, grad_norm: 2.5098 2022-02-09 13:32:35,504 - mmaction - INFO - Epoch [131][100/940] lr: 4.000e-02, eta: 1 day, 19:13:43, time: 1.158, data_time: 0.050, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7496, loss_cls: 2.0926, loss: 2.0926, grad_norm: 2.5458 2022-02-09 13:32:58,841 - mmaction - INFO - Epoch [131][120/940] lr: 4.000e-02, eta: 1 day, 19:13:14, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.5246, top5_acc: 0.7557, loss_cls: 2.0711, loss: 2.0711, grad_norm: 2.4589 2022-02-09 13:33:22,101 - mmaction - INFO - Epoch [131][140/940] lr: 4.000e-02, eta: 1 day, 19:12:44, time: 1.163, data_time: 0.056, memory: 9497, top1_acc: 0.5201, top5_acc: 0.7604, loss_cls: 2.0783, loss: 2.0783, grad_norm: 2.5694 2022-02-09 13:33:45,335 - mmaction - INFO - Epoch [131][160/940] lr: 4.000e-02, eta: 1 day, 19:12:15, time: 1.162, data_time: 0.050, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7447, loss_cls: 2.0947, loss: 2.0947, grad_norm: 2.5341 2022-02-09 13:34:08,649 - mmaction - INFO - Epoch [131][180/940] lr: 4.000e-02, eta: 1 day, 19:11:46, time: 1.166, data_time: 0.054, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7510, loss_cls: 2.0988, loss: 2.0988, grad_norm: 2.5479 2022-02-09 13:34:31,940 - mmaction - INFO - Epoch [131][200/940] lr: 4.000e-02, eta: 1 day, 19:11:17, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7523, loss_cls: 2.0966, loss: 2.0966, grad_norm: 2.5099 2022-02-09 13:34:55,305 - mmaction - INFO - Epoch [131][220/940] lr: 4.000e-02, eta: 1 day, 19:10:48, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.5264, top5_acc: 0.7508, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.4789 2022-02-09 13:35:18,651 - mmaction - INFO - Epoch [131][240/940] lr: 4.000e-02, eta: 1 day, 19:10:18, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7477, loss_cls: 2.0857, loss: 2.0857, grad_norm: 2.5285 2022-02-09 13:35:41,962 - mmaction - INFO - Epoch [131][260/940] lr: 4.000e-02, eta: 1 day, 19:09:49, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.5254, top5_acc: 0.7582, loss_cls: 2.0544, loss: 2.0544, grad_norm: 2.4915 2022-02-09 13:36:05,367 - mmaction - INFO - Epoch [131][280/940] lr: 4.000e-02, eta: 1 day, 19:09:20, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7455, loss_cls: 2.1042, loss: 2.1042, grad_norm: 2.5173 2022-02-09 13:36:28,758 - mmaction - INFO - Epoch [131][300/940] lr: 4.000e-02, eta: 1 day, 19:08:51, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7457, loss_cls: 2.1009, loss: 2.1009, grad_norm: 2.5178 2022-02-09 13:36:52,114 - mmaction - INFO - Epoch [131][320/940] lr: 4.000e-02, eta: 1 day, 19:08:22, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7465, loss_cls: 2.1110, loss: 2.1110, grad_norm: 2.4951 2022-02-09 13:37:15,478 - mmaction - INFO - Epoch [131][340/940] lr: 4.000e-02, eta: 1 day, 19:07:53, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.5201, top5_acc: 0.7471, loss_cls: 2.1126, loss: 2.1126, grad_norm: 2.4909 2022-02-09 13:37:38,833 - mmaction - INFO - Epoch [131][360/940] lr: 4.000e-02, eta: 1 day, 19:07:24, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.5240, top5_acc: 0.7562, loss_cls: 2.0529, loss: 2.0529, grad_norm: 2.5100 2022-02-09 13:38:02,316 - mmaction - INFO - Epoch [131][380/940] lr: 4.000e-02, eta: 1 day, 19:06:55, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7486, loss_cls: 2.1029, loss: 2.1029, grad_norm: 2.5464 2022-02-09 13:38:25,689 - mmaction - INFO - Epoch [131][400/940] lr: 4.000e-02, eta: 1 day, 19:06:26, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.5324, top5_acc: 0.7572, loss_cls: 2.0323, loss: 2.0323, grad_norm: 2.4797 2022-02-09 13:38:49,139 - mmaction - INFO - Epoch [131][420/940] lr: 4.000e-02, eta: 1 day, 19:05:57, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.0831, loss: 2.0831, grad_norm: 2.5550 2022-02-09 13:39:12,590 - mmaction - INFO - Epoch [131][440/940] lr: 4.000e-02, eta: 1 day, 19:05:28, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.5279, top5_acc: 0.7516, loss_cls: 2.0659, loss: 2.0659, grad_norm: 2.4593 2022-02-09 13:39:36,102 - mmaction - INFO - Epoch [131][460/940] lr: 4.000e-02, eta: 1 day, 19:04:59, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.5373, top5_acc: 0.7668, loss_cls: 2.0233, loss: 2.0233, grad_norm: 2.4520 2022-02-09 13:39:59,569 - mmaction - INFO - Epoch [131][480/940] lr: 4.000e-02, eta: 1 day, 19:04:30, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.5227, top5_acc: 0.7562, loss_cls: 2.0808, loss: 2.0808, grad_norm: 2.5218 2022-02-09 13:40:23,023 - mmaction - INFO - Epoch [131][500/940] lr: 4.000e-02, eta: 1 day, 19:04:01, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.5133, top5_acc: 0.7408, loss_cls: 2.1030, loss: 2.1030, grad_norm: 2.5492 2022-02-09 13:40:46,501 - mmaction - INFO - Epoch [131][520/940] lr: 4.000e-02, eta: 1 day, 19:03:32, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5227, top5_acc: 0.7510, loss_cls: 2.0729, loss: 2.0729, grad_norm: 2.5036 2022-02-09 13:41:10,057 - mmaction - INFO - Epoch [131][540/940] lr: 4.000e-02, eta: 1 day, 19:03:03, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5234, top5_acc: 0.7514, loss_cls: 2.0655, loss: 2.0655, grad_norm: 2.4936 2022-02-09 13:41:33,557 - mmaction - INFO - Epoch [131][560/940] lr: 4.000e-02, eta: 1 day, 19:02:34, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7572, loss_cls: 2.0380, loss: 2.0380, grad_norm: 2.5106 2022-02-09 13:41:56,999 - mmaction - INFO - Epoch [131][580/940] lr: 4.000e-02, eta: 1 day, 19:02:05, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5127, top5_acc: 0.7502, loss_cls: 2.1014, loss: 2.1014, grad_norm: 2.5241 2022-02-09 13:42:20,497 - mmaction - INFO - Epoch [131][600/940] lr: 4.000e-02, eta: 1 day, 19:01:36, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5209, top5_acc: 0.7549, loss_cls: 2.0729, loss: 2.0729, grad_norm: 2.5174 2022-02-09 13:42:44,031 - mmaction - INFO - Epoch [131][620/940] lr: 4.000e-02, eta: 1 day, 19:01:07, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5045, top5_acc: 0.7420, loss_cls: 2.1694, loss: 2.1694, grad_norm: 2.5370 2022-02-09 13:43:07,447 - mmaction - INFO - Epoch [131][640/940] lr: 4.000e-02, eta: 1 day, 19:00:38, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7414, loss_cls: 2.1595, loss: 2.1595, grad_norm: 2.4917 2022-02-09 13:43:30,890 - mmaction - INFO - Epoch [131][660/940] lr: 4.000e-02, eta: 1 day, 19:00:09, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.5330, top5_acc: 0.7547, loss_cls: 2.0446, loss: 2.0446, grad_norm: 2.5151 2022-02-09 13:43:54,327 - mmaction - INFO - Epoch [131][680/940] lr: 4.000e-02, eta: 1 day, 18:59:40, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.4998, top5_acc: 0.7344, loss_cls: 2.1796, loss: 2.1796, grad_norm: 2.5436 2022-02-09 13:44:17,839 - mmaction - INFO - Epoch [131][700/940] lr: 4.000e-02, eta: 1 day, 18:59:11, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7467, loss_cls: 2.0830, loss: 2.0830, grad_norm: 2.5140 2022-02-09 13:44:41,216 - mmaction - INFO - Epoch [131][720/940] lr: 4.000e-02, eta: 1 day, 18:58:42, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.5119, top5_acc: 0.7445, loss_cls: 2.1154, loss: 2.1154, grad_norm: 2.5243 2022-02-09 13:45:04,613 - mmaction - INFO - Epoch [131][740/940] lr: 4.000e-02, eta: 1 day, 18:58:13, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.5148, top5_acc: 0.7432, loss_cls: 2.1226, loss: 2.1226, grad_norm: 2.4886 2022-02-09 13:45:28,163 - mmaction - INFO - Epoch [131][760/940] lr: 4.000e-02, eta: 1 day, 18:57:44, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5158, top5_acc: 0.7514, loss_cls: 2.0920, loss: 2.0920, grad_norm: 2.5192 2022-02-09 13:45:51,677 - mmaction - INFO - Epoch [131][780/940] lr: 4.000e-02, eta: 1 day, 18:57:15, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7529, loss_cls: 2.0874, loss: 2.0874, grad_norm: 2.5329 2022-02-09 13:46:15,176 - mmaction - INFO - Epoch [131][800/940] lr: 4.000e-02, eta: 1 day, 18:56:46, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7533, loss_cls: 2.0384, loss: 2.0384, grad_norm: 2.5223 2022-02-09 13:46:38,615 - mmaction - INFO - Epoch [131][820/940] lr: 4.000e-02, eta: 1 day, 18:56:17, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.5213, top5_acc: 0.7568, loss_cls: 2.0784, loss: 2.0784, grad_norm: 2.5469 2022-02-09 13:47:02,148 - mmaction - INFO - Epoch [131][840/940] lr: 4.000e-02, eta: 1 day, 18:55:48, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.5215, top5_acc: 0.7561, loss_cls: 2.0617, loss: 2.0617, grad_norm: 2.4730 2022-02-09 13:47:25,721 - mmaction - INFO - Epoch [131][860/940] lr: 4.000e-02, eta: 1 day, 18:55:19, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7451, loss_cls: 2.1035, loss: 2.1035, grad_norm: 2.5305 2022-02-09 13:47:49,348 - mmaction - INFO - Epoch [131][880/940] lr: 4.000e-02, eta: 1 day, 18:54:50, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7518, loss_cls: 2.0842, loss: 2.0842, grad_norm: 2.4956 2022-02-09 13:48:13,011 - mmaction - INFO - Epoch [131][900/940] lr: 4.000e-02, eta: 1 day, 18:54:21, time: 1.183, data_time: 0.062, memory: 9497, top1_acc: 0.5143, top5_acc: 0.7438, loss_cls: 2.1166, loss: 2.1166, grad_norm: 2.4809 2022-02-09 13:48:36,708 - mmaction - INFO - Epoch [131][920/940] lr: 4.000e-02, eta: 1 day, 18:53:53, time: 1.185, data_time: 0.066, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7443, loss_cls: 2.0735, loss: 2.0735, grad_norm: 2.5378 2022-02-09 13:48:59,121 - mmaction - INFO - Epoch [131][940/940] lr: 4.000e-02, eta: 1 day, 18:53:23, time: 1.121, data_time: 0.057, memory: 9497, top1_acc: 0.5162, top5_acc: 0.7520, loss_cls: 2.0927, loss: 2.0927, grad_norm: 2.5548 2022-02-09 13:51:36,556 - mmaction - INFO - Epoch [132][20/940] lr: 4.000e-02, eta: 1 day, 18:54:58, time: 7.680, data_time: 5.914, memory: 9497, top1_acc: 0.5316, top5_acc: 0.7564, loss_cls: 2.0507, loss: 2.0507, grad_norm: 2.5409 2022-02-09 13:51:59,735 - mmaction - INFO - Epoch [132][40/940] lr: 4.000e-02, eta: 1 day, 18:54:29, time: 1.159, data_time: 0.045, memory: 9497, top1_acc: 0.5184, top5_acc: 0.7549, loss_cls: 2.0755, loss: 2.0755, grad_norm: 2.5168 2022-02-09 13:52:22,811 - mmaction - INFO - Epoch [132][60/940] lr: 4.000e-02, eta: 1 day, 18:53:59, time: 1.154, data_time: 0.047, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7504, loss_cls: 2.1263, loss: 2.1263, grad_norm: 2.5567 2022-02-09 13:52:45,989 - mmaction - INFO - Epoch [132][80/940] lr: 4.000e-02, eta: 1 day, 18:53:30, time: 1.159, data_time: 0.046, memory: 9497, top1_acc: 0.5281, top5_acc: 0.7602, loss_cls: 2.0438, loss: 2.0438, grad_norm: 2.5838 2022-02-09 13:53:09,279 - mmaction - INFO - Epoch [132][100/940] lr: 4.000e-02, eta: 1 day, 18:53:01, time: 1.165, data_time: 0.046, memory: 9497, top1_acc: 0.5207, top5_acc: 0.7541, loss_cls: 2.0616, loss: 2.0616, grad_norm: 2.5528 2022-02-09 13:53:32,559 - mmaction - INFO - Epoch [132][120/940] lr: 4.000e-02, eta: 1 day, 18:52:32, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7518, loss_cls: 2.0830, loss: 2.0830, grad_norm: 2.5179 2022-02-09 13:53:55,922 - mmaction - INFO - Epoch [132][140/940] lr: 4.000e-02, eta: 1 day, 18:52:02, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7498, loss_cls: 2.0806, loss: 2.0806, grad_norm: 2.5568 2022-02-09 13:54:19,412 - mmaction - INFO - Epoch [132][160/940] lr: 4.000e-02, eta: 1 day, 18:51:34, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5123, top5_acc: 0.7559, loss_cls: 2.0727, loss: 2.0727, grad_norm: 2.5529 2022-02-09 13:54:42,840 - mmaction - INFO - Epoch [132][180/940] lr: 4.000e-02, eta: 1 day, 18:51:04, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.5158, top5_acc: 0.7436, loss_cls: 2.1275, loss: 2.1275, grad_norm: 2.5041 2022-02-09 13:55:06,368 - mmaction - INFO - Epoch [132][200/940] lr: 4.000e-02, eta: 1 day, 18:50:36, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5207, top5_acc: 0.7496, loss_cls: 2.0768, loss: 2.0768, grad_norm: 2.5150 2022-02-09 13:55:29,802 - mmaction - INFO - Epoch [132][220/940] lr: 4.000e-02, eta: 1 day, 18:50:07, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5064, top5_acc: 0.7521, loss_cls: 2.1058, loss: 2.1058, grad_norm: 2.5549 2022-02-09 13:55:53,197 - mmaction - INFO - Epoch [132][240/940] lr: 4.000e-02, eta: 1 day, 18:49:37, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7504, loss_cls: 2.0746, loss: 2.0746, grad_norm: 2.5033 2022-02-09 13:56:16,565 - mmaction - INFO - Epoch [132][260/940] lr: 4.000e-02, eta: 1 day, 18:49:08, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7535, loss_cls: 2.0631, loss: 2.0631, grad_norm: 2.4997 2022-02-09 13:56:40,161 - mmaction - INFO - Epoch [132][280/940] lr: 4.000e-02, eta: 1 day, 18:48:40, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.5123, top5_acc: 0.7510, loss_cls: 2.0945, loss: 2.0945, grad_norm: 2.5590 2022-02-09 13:57:03,615 - mmaction - INFO - Epoch [132][300/940] lr: 4.000e-02, eta: 1 day, 18:48:11, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7381, loss_cls: 2.1336, loss: 2.1336, grad_norm: 2.5348 2022-02-09 13:57:27,135 - mmaction - INFO - Epoch [132][320/940] lr: 4.000e-02, eta: 1 day, 18:47:42, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5215, top5_acc: 0.7502, loss_cls: 2.0788, loss: 2.0788, grad_norm: 2.5250 2022-02-09 13:57:50,527 - mmaction - INFO - Epoch [132][340/940] lr: 4.000e-02, eta: 1 day, 18:47:13, time: 1.170, data_time: 0.060, memory: 9497, top1_acc: 0.5207, top5_acc: 0.7598, loss_cls: 2.0842, loss: 2.0842, grad_norm: 2.5524 2022-02-09 13:58:13,862 - mmaction - INFO - Epoch [132][360/940] lr: 4.000e-02, eta: 1 day, 18:46:43, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.5291, top5_acc: 0.7596, loss_cls: 2.0547, loss: 2.0547, grad_norm: 2.4947 2022-02-09 13:58:37,379 - mmaction - INFO - Epoch [132][380/940] lr: 4.000e-02, eta: 1 day, 18:46:15, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7482, loss_cls: 2.1073, loss: 2.1073, grad_norm: 2.5271 2022-02-09 13:59:00,798 - mmaction - INFO - Epoch [132][400/940] lr: 4.000e-02, eta: 1 day, 18:45:46, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.5336, top5_acc: 0.7473, loss_cls: 2.0674, loss: 2.0674, grad_norm: 2.5220 2022-02-09 13:59:24,259 - mmaction - INFO - Epoch [132][420/940] lr: 4.000e-02, eta: 1 day, 18:45:17, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.5254, top5_acc: 0.7631, loss_cls: 2.0371, loss: 2.0371, grad_norm: 2.4639 2022-02-09 13:59:47,742 - mmaction - INFO - Epoch [132][440/940] lr: 4.000e-02, eta: 1 day, 18:44:48, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5254, top5_acc: 0.7561, loss_cls: 2.0689, loss: 2.0689, grad_norm: 2.4827 2022-02-09 14:00:11,384 - mmaction - INFO - Epoch [132][460/940] lr: 4.000e-02, eta: 1 day, 18:44:19, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7471, loss_cls: 2.1114, loss: 2.1114, grad_norm: 2.5299 2022-02-09 14:00:34,969 - mmaction - INFO - Epoch [132][480/940] lr: 4.000e-02, eta: 1 day, 18:43:50, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7578, loss_cls: 2.0660, loss: 2.0660, grad_norm: 2.5474 2022-02-09 14:00:58,616 - mmaction - INFO - Epoch [132][500/940] lr: 4.000e-02, eta: 1 day, 18:43:21, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.5199, top5_acc: 0.7529, loss_cls: 2.0731, loss: 2.0731, grad_norm: 2.5304 2022-02-09 14:01:22,257 - mmaction - INFO - Epoch [132][520/940] lr: 4.000e-02, eta: 1 day, 18:42:52, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7582, loss_cls: 2.0477, loss: 2.0477, grad_norm: 2.4888 2022-02-09 14:01:45,902 - mmaction - INFO - Epoch [132][540/940] lr: 4.000e-02, eta: 1 day, 18:42:24, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.5293, top5_acc: 0.7576, loss_cls: 2.0607, loss: 2.0607, grad_norm: 2.5236 2022-02-09 14:02:09,529 - mmaction - INFO - Epoch [132][560/940] lr: 4.000e-02, eta: 1 day, 18:41:55, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7453, loss_cls: 2.1308, loss: 2.1308, grad_norm: 2.5313 2022-02-09 14:02:32,974 - mmaction - INFO - Epoch [132][580/940] lr: 4.000e-02, eta: 1 day, 18:41:26, time: 1.172, data_time: 0.062, memory: 9497, top1_acc: 0.5346, top5_acc: 0.7555, loss_cls: 2.0397, loss: 2.0397, grad_norm: 2.4864 2022-02-09 14:02:56,434 - mmaction - INFO - Epoch [132][600/940] lr: 4.000e-02, eta: 1 day, 18:40:57, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7535, loss_cls: 2.0600, loss: 2.0600, grad_norm: 2.4931 2022-02-09 14:03:19,932 - mmaction - INFO - Epoch [132][620/940] lr: 4.000e-02, eta: 1 day, 18:40:28, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.5086, top5_acc: 0.7488, loss_cls: 2.1000, loss: 2.1000, grad_norm: 2.5593 2022-02-09 14:03:43,410 - mmaction - INFO - Epoch [132][640/940] lr: 4.000e-02, eta: 1 day, 18:39:59, time: 1.174, data_time: 0.064, memory: 9497, top1_acc: 0.5365, top5_acc: 0.7604, loss_cls: 2.0104, loss: 2.0104, grad_norm: 2.4871 2022-02-09 14:04:06,953 - mmaction - INFO - Epoch [132][660/940] lr: 4.000e-02, eta: 1 day, 18:39:30, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.5051, top5_acc: 0.7520, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.5469 2022-02-09 14:04:30,365 - mmaction - INFO - Epoch [132][680/940] lr: 4.000e-02, eta: 1 day, 18:39:01, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.5096, top5_acc: 0.7420, loss_cls: 2.1382, loss: 2.1382, grad_norm: 2.5675 2022-02-09 14:04:53,920 - mmaction - INFO - Epoch [132][700/940] lr: 4.000e-02, eta: 1 day, 18:38:32, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.5133, top5_acc: 0.7547, loss_cls: 2.0877, loss: 2.0877, grad_norm: 2.5147 2022-02-09 14:05:17,546 - mmaction - INFO - Epoch [132][720/940] lr: 4.000e-02, eta: 1 day, 18:38:03, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.5084, top5_acc: 0.7391, loss_cls: 2.1484, loss: 2.1484, grad_norm: 2.5835 2022-02-09 14:05:41,048 - mmaction - INFO - Epoch [132][740/940] lr: 4.000e-02, eta: 1 day, 18:37:34, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5105, top5_acc: 0.7502, loss_cls: 2.1088, loss: 2.1088, grad_norm: 2.5635 2022-02-09 14:06:04,629 - mmaction - INFO - Epoch [132][760/940] lr: 4.000e-02, eta: 1 day, 18:37:06, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7484, loss_cls: 2.0985, loss: 2.0985, grad_norm: 2.5580 2022-02-09 14:06:28,203 - mmaction - INFO - Epoch [132][780/940] lr: 4.000e-02, eta: 1 day, 18:36:37, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7594, loss_cls: 2.0792, loss: 2.0792, grad_norm: 2.5021 2022-02-09 14:06:51,780 - mmaction - INFO - Epoch [132][800/940] lr: 4.000e-02, eta: 1 day, 18:36:08, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7564, loss_cls: 2.0704, loss: 2.0704, grad_norm: 2.5173 2022-02-09 14:07:15,265 - mmaction - INFO - Epoch [132][820/940] lr: 4.000e-02, eta: 1 day, 18:35:39, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.5184, top5_acc: 0.7496, loss_cls: 2.0722, loss: 2.0722, grad_norm: 2.5340 2022-02-09 14:07:38,857 - mmaction - INFO - Epoch [132][840/940] lr: 4.000e-02, eta: 1 day, 18:35:10, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7510, loss_cls: 2.0635, loss: 2.0635, grad_norm: 2.5417 2022-02-09 14:08:02,394 - mmaction - INFO - Epoch [132][860/940] lr: 4.000e-02, eta: 1 day, 18:34:41, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5158, top5_acc: 0.7496, loss_cls: 2.1167, loss: 2.1167, grad_norm: 2.5294 2022-02-09 14:08:25,950 - mmaction - INFO - Epoch [132][880/940] lr: 4.000e-02, eta: 1 day, 18:34:13, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7498, loss_cls: 2.0931, loss: 2.0931, grad_norm: 2.5362 2022-02-09 14:08:49,545 - mmaction - INFO - Epoch [132][900/940] lr: 4.000e-02, eta: 1 day, 18:33:44, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.5182, top5_acc: 0.7480, loss_cls: 2.0988, loss: 2.0988, grad_norm: 2.5239 2022-02-09 14:09:12,976 - mmaction - INFO - Epoch [132][920/940] lr: 4.000e-02, eta: 1 day, 18:33:15, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.5240, top5_acc: 0.7521, loss_cls: 2.0604, loss: 2.0604, grad_norm: 2.4734 2022-02-09 14:09:35,330 - mmaction - INFO - Epoch [132][940/940] lr: 4.000e-02, eta: 1 day, 18:32:45, time: 1.118, data_time: 0.060, memory: 9497, top1_acc: 0.5274, top5_acc: 0.7516, loss_cls: 2.0687, loss: 2.0687, grad_norm: 2.4825 2022-02-09 14:11:59,318 - mmaction - INFO - Epoch [133][20/940] lr: 4.000e-02, eta: 1 day, 18:34:07, time: 7.081, data_time: 5.562, memory: 9497, top1_acc: 0.5059, top5_acc: 0.7535, loss_cls: 2.1136, loss: 2.1136, grad_norm: 2.5658 2022-02-09 14:12:22,223 - mmaction - INFO - Epoch [133][40/940] lr: 4.000e-02, eta: 1 day, 18:33:37, time: 1.145, data_time: 0.044, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7480, loss_cls: 2.0841, loss: 2.0841, grad_norm: 2.4952 2022-02-09 14:12:45,326 - mmaction - INFO - Epoch [133][60/940] lr: 4.000e-02, eta: 1 day, 18:33:08, time: 1.156, data_time: 0.043, memory: 9497, top1_acc: 0.5201, top5_acc: 0.7570, loss_cls: 2.0714, loss: 2.0714, grad_norm: 2.4797 2022-02-09 14:13:08,406 - mmaction - INFO - Epoch [133][80/940] lr: 4.000e-02, eta: 1 day, 18:32:39, time: 1.153, data_time: 0.043, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7594, loss_cls: 2.0590, loss: 2.0590, grad_norm: 2.5519 2022-02-09 14:13:31,525 - mmaction - INFO - Epoch [133][100/940] lr: 4.000e-02, eta: 1 day, 18:32:09, time: 1.156, data_time: 0.044, memory: 9497, top1_acc: 0.5295, top5_acc: 0.7568, loss_cls: 2.0572, loss: 2.0572, grad_norm: 2.5273 2022-02-09 14:13:54,690 - mmaction - INFO - Epoch [133][120/940] lr: 4.000e-02, eta: 1 day, 18:31:40, time: 1.158, data_time: 0.046, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7525, loss_cls: 2.0408, loss: 2.0408, grad_norm: 2.5472 2022-02-09 14:14:17,992 - mmaction - INFO - Epoch [133][140/940] lr: 4.000e-02, eta: 1 day, 18:31:11, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.5264, top5_acc: 0.7568, loss_cls: 2.0427, loss: 2.0427, grad_norm: 2.5951 2022-02-09 14:14:41,386 - mmaction - INFO - Epoch [133][160/940] lr: 4.000e-02, eta: 1 day, 18:30:42, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7543, loss_cls: 2.0795, loss: 2.0795, grad_norm: 2.5715 2022-02-09 14:15:04,790 - mmaction - INFO - Epoch [133][180/940] lr: 4.000e-02, eta: 1 day, 18:30:13, time: 1.170, data_time: 0.045, memory: 9497, top1_acc: 0.5141, top5_acc: 0.7549, loss_cls: 2.0936, loss: 2.0936, grad_norm: 2.5377 2022-02-09 14:15:28,155 - mmaction - INFO - Epoch [133][200/940] lr: 4.000e-02, eta: 1 day, 18:29:44, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.5256, top5_acc: 0.7518, loss_cls: 2.0739, loss: 2.0739, grad_norm: 2.5357 2022-02-09 14:15:51,483 - mmaction - INFO - Epoch [133][220/940] lr: 4.000e-02, eta: 1 day, 18:29:15, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7584, loss_cls: 2.0332, loss: 2.0332, grad_norm: 2.4726 2022-02-09 14:16:14,895 - mmaction - INFO - Epoch [133][240/940] lr: 4.000e-02, eta: 1 day, 18:28:46, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7613, loss_cls: 2.0552, loss: 2.0552, grad_norm: 2.5237 2022-02-09 14:16:38,179 - mmaction - INFO - Epoch [133][260/940] lr: 4.000e-02, eta: 1 day, 18:28:17, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7607, loss_cls: 2.0611, loss: 2.0611, grad_norm: 2.5218 2022-02-09 14:17:01,460 - mmaction - INFO - Epoch [133][280/940] lr: 4.000e-02, eta: 1 day, 18:27:48, time: 1.164, data_time: 0.055, memory: 9497, top1_acc: 0.5279, top5_acc: 0.7539, loss_cls: 2.0299, loss: 2.0299, grad_norm: 2.5301 2022-02-09 14:17:24,815 - mmaction - INFO - Epoch [133][300/940] lr: 4.000e-02, eta: 1 day, 18:27:19, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7543, loss_cls: 2.0883, loss: 2.0883, grad_norm: 2.5998 2022-02-09 14:17:48,298 - mmaction - INFO - Epoch [133][320/940] lr: 4.000e-02, eta: 1 day, 18:26:50, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5107, top5_acc: 0.7473, loss_cls: 2.0974, loss: 2.0974, grad_norm: 2.5647 2022-02-09 14:18:11,797 - mmaction - INFO - Epoch [133][340/940] lr: 4.000e-02, eta: 1 day, 18:26:21, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5273, top5_acc: 0.7541, loss_cls: 2.0750, loss: 2.0750, grad_norm: 2.5412 2022-02-09 14:18:35,292 - mmaction - INFO - Epoch [133][360/940] lr: 4.000e-02, eta: 1 day, 18:25:52, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5355, top5_acc: 0.7619, loss_cls: 2.0297, loss: 2.0297, grad_norm: 2.5139 2022-02-09 14:18:58,756 - mmaction - INFO - Epoch [133][380/940] lr: 4.000e-02, eta: 1 day, 18:25:23, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.5273, top5_acc: 0.7521, loss_cls: 2.0577, loss: 2.0577, grad_norm: 2.5807 2022-02-09 14:19:22,135 - mmaction - INFO - Epoch [133][400/940] lr: 4.000e-02, eta: 1 day, 18:24:54, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.5273, top5_acc: 0.7658, loss_cls: 2.0380, loss: 2.0380, grad_norm: 2.5156 2022-02-09 14:19:45,682 - mmaction - INFO - Epoch [133][420/940] lr: 4.000e-02, eta: 1 day, 18:24:25, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.5133, top5_acc: 0.7496, loss_cls: 2.1074, loss: 2.1074, grad_norm: 2.5898 2022-02-09 14:20:09,102 - mmaction - INFO - Epoch [133][440/940] lr: 4.000e-02, eta: 1 day, 18:23:56, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7518, loss_cls: 2.0664, loss: 2.0664, grad_norm: 2.5876 2022-02-09 14:20:32,423 - mmaction - INFO - Epoch [133][460/940] lr: 4.000e-02, eta: 1 day, 18:23:27, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.5102, top5_acc: 0.7459, loss_cls: 2.0949, loss: 2.0949, grad_norm: 2.5629 2022-02-09 14:20:55,833 - mmaction - INFO - Epoch [133][480/940] lr: 4.000e-02, eta: 1 day, 18:22:58, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.5148, top5_acc: 0.7455, loss_cls: 2.0899, loss: 2.0899, grad_norm: 2.5134 2022-02-09 14:21:19,239 - mmaction - INFO - Epoch [133][500/940] lr: 4.000e-02, eta: 1 day, 18:22:29, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.5127, top5_acc: 0.7371, loss_cls: 2.1575, loss: 2.1575, grad_norm: 2.5568 2022-02-09 14:21:42,702 - mmaction - INFO - Epoch [133][520/940] lr: 4.000e-02, eta: 1 day, 18:22:00, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.5109, top5_acc: 0.7365, loss_cls: 2.1545, loss: 2.1545, grad_norm: 2.5488 2022-02-09 14:22:06,209 - mmaction - INFO - Epoch [133][540/940] lr: 4.000e-02, eta: 1 day, 18:21:31, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5105, top5_acc: 0.7529, loss_cls: 2.0775, loss: 2.0775, grad_norm: 2.5090 2022-02-09 14:22:29,804 - mmaction - INFO - Epoch [133][560/940] lr: 4.000e-02, eta: 1 day, 18:21:03, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.5105, top5_acc: 0.7467, loss_cls: 2.1308, loss: 2.1308, grad_norm: 2.5368 2022-02-09 14:22:53,185 - mmaction - INFO - Epoch [133][580/940] lr: 4.000e-02, eta: 1 day, 18:20:34, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7527, loss_cls: 2.0764, loss: 2.0764, grad_norm: 2.5651 2022-02-09 14:23:16,656 - mmaction - INFO - Epoch [133][600/940] lr: 4.000e-02, eta: 1 day, 18:20:05, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7465, loss_cls: 2.0813, loss: 2.0813, grad_norm: 2.5308 2022-02-09 14:23:40,221 - mmaction - INFO - Epoch [133][620/940] lr: 4.000e-02, eta: 1 day, 18:19:36, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.5135, top5_acc: 0.7488, loss_cls: 2.1190, loss: 2.1190, grad_norm: 2.6056 2022-02-09 14:24:03,680 - mmaction - INFO - Epoch [133][640/940] lr: 4.000e-02, eta: 1 day, 18:19:07, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5221, top5_acc: 0.7555, loss_cls: 2.0909, loss: 2.0909, grad_norm: 2.5907 2022-02-09 14:24:27,070 - mmaction - INFO - Epoch [133][660/940] lr: 4.000e-02, eta: 1 day, 18:18:38, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.5312, top5_acc: 0.7654, loss_cls: 2.0144, loss: 2.0144, grad_norm: 2.5107 2022-02-09 14:24:50,665 - mmaction - INFO - Epoch [133][680/940] lr: 4.000e-02, eta: 1 day, 18:18:09, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.5162, top5_acc: 0.7342, loss_cls: 2.1320, loss: 2.1320, grad_norm: 2.5394 2022-02-09 14:25:14,291 - mmaction - INFO - Epoch [133][700/940] lr: 4.000e-02, eta: 1 day, 18:17:41, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.5160, top5_acc: 0.7465, loss_cls: 2.1062, loss: 2.1062, grad_norm: 2.5488 2022-02-09 14:25:37,846 - mmaction - INFO - Epoch [133][720/940] lr: 4.000e-02, eta: 1 day, 18:17:12, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5064, top5_acc: 0.7500, loss_cls: 2.1196, loss: 2.1196, grad_norm: 2.5811 2022-02-09 14:26:01,352 - mmaction - INFO - Epoch [133][740/940] lr: 4.000e-02, eta: 1 day, 18:16:43, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7420, loss_cls: 2.1459, loss: 2.1459, grad_norm: 2.5306 2022-02-09 14:26:24,790 - mmaction - INFO - Epoch [133][760/940] lr: 4.000e-02, eta: 1 day, 18:16:14, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7439, loss_cls: 2.0898, loss: 2.0898, grad_norm: 2.5637 2022-02-09 14:26:48,227 - mmaction - INFO - Epoch [133][780/940] lr: 4.000e-02, eta: 1 day, 18:15:45, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.5137, top5_acc: 0.7502, loss_cls: 2.1136, loss: 2.1136, grad_norm: 2.5585 2022-02-09 14:27:11,686 - mmaction - INFO - Epoch [133][800/940] lr: 4.000e-02, eta: 1 day, 18:15:16, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.5117, top5_acc: 0.7449, loss_cls: 2.1318, loss: 2.1318, grad_norm: 2.5957 2022-02-09 14:27:35,171 - mmaction - INFO - Epoch [133][820/940] lr: 4.000e-02, eta: 1 day, 18:14:47, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7428, loss_cls: 2.1332, loss: 2.1332, grad_norm: 2.5371 2022-02-09 14:27:58,505 - mmaction - INFO - Epoch [133][840/940] lr: 4.000e-02, eta: 1 day, 18:14:18, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.5162, top5_acc: 0.7543, loss_cls: 2.0835, loss: 2.0835, grad_norm: 2.5549 2022-02-09 14:28:22,014 - mmaction - INFO - Epoch [133][860/940] lr: 4.000e-02, eta: 1 day, 18:13:49, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.5092, top5_acc: 0.7521, loss_cls: 2.0742, loss: 2.0742, grad_norm: 2.5329 2022-02-09 14:28:45,499 - mmaction - INFO - Epoch [133][880/940] lr: 4.000e-02, eta: 1 day, 18:13:21, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5033, top5_acc: 0.7449, loss_cls: 2.1174, loss: 2.1174, grad_norm: 2.4987 2022-02-09 14:29:08,848 - mmaction - INFO - Epoch [133][900/940] lr: 4.000e-02, eta: 1 day, 18:12:52, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7484, loss_cls: 2.0812, loss: 2.0812, grad_norm: 2.4932 2022-02-09 14:29:32,295 - mmaction - INFO - Epoch [133][920/940] lr: 4.000e-02, eta: 1 day, 18:12:23, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7506, loss_cls: 2.0747, loss: 2.0747, grad_norm: 2.5134 2022-02-09 14:29:54,598 - mmaction - INFO - Epoch [133][940/940] lr: 4.000e-02, eta: 1 day, 18:11:53, time: 1.115, data_time: 0.056, memory: 9497, top1_acc: 0.5095, top5_acc: 0.7463, loss_cls: 2.1391, loss: 2.1391, grad_norm: 2.5939 2022-02-09 14:32:33,093 - mmaction - INFO - Epoch [134][20/940] lr: 4.000e-02, eta: 1 day, 18:13:25, time: 7.749, data_time: 6.472, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7504, loss_cls: 2.0694, loss: 2.0694, grad_norm: 2.4896 2022-02-09 14:32:56,102 - mmaction - INFO - Epoch [134][40/940] lr: 4.000e-02, eta: 1 day, 18:12:56, time: 1.152, data_time: 0.054, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7578, loss_cls: 2.0643, loss: 2.0643, grad_norm: 2.5334 2022-02-09 14:33:19,238 - mmaction - INFO - Epoch [134][60/940] lr: 4.000e-02, eta: 1 day, 18:12:27, time: 1.157, data_time: 0.042, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7422, loss_cls: 2.1374, loss: 2.1374, grad_norm: 2.5729 2022-02-09 14:33:42,502 - mmaction - INFO - Epoch [134][80/940] lr: 4.000e-02, eta: 1 day, 18:11:58, time: 1.163, data_time: 0.045, memory: 9497, top1_acc: 0.5158, top5_acc: 0.7531, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.5249 2022-02-09 14:34:05,784 - mmaction - INFO - Epoch [134][100/940] lr: 4.000e-02, eta: 1 day, 18:11:29, time: 1.164, data_time: 0.053, memory: 9497, top1_acc: 0.5135, top5_acc: 0.7549, loss_cls: 2.0812, loss: 2.0812, grad_norm: 2.5445 2022-02-09 14:34:29,186 - mmaction - INFO - Epoch [134][120/940] lr: 4.000e-02, eta: 1 day, 18:11:00, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7500, loss_cls: 2.0843, loss: 2.0843, grad_norm: 2.5610 2022-02-09 14:34:52,545 - mmaction - INFO - Epoch [134][140/940] lr: 4.000e-02, eta: 1 day, 18:10:31, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.5334, top5_acc: 0.7551, loss_cls: 2.0402, loss: 2.0402, grad_norm: 2.5678 2022-02-09 14:35:15,972 - mmaction - INFO - Epoch [134][160/940] lr: 4.000e-02, eta: 1 day, 18:10:02, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7518, loss_cls: 2.0741, loss: 2.0741, grad_norm: 2.4967 2022-02-09 14:35:39,437 - mmaction - INFO - Epoch [134][180/940] lr: 4.000e-02, eta: 1 day, 18:09:33, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7611, loss_cls: 2.0616, loss: 2.0616, grad_norm: 2.5569 2022-02-09 14:36:02,854 - mmaction - INFO - Epoch [134][200/940] lr: 4.000e-02, eta: 1 day, 18:09:04, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7492, loss_cls: 2.0906, loss: 2.0906, grad_norm: 2.5386 2022-02-09 14:36:26,356 - mmaction - INFO - Epoch [134][220/940] lr: 4.000e-02, eta: 1 day, 18:08:35, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5350, top5_acc: 0.7594, loss_cls: 2.0287, loss: 2.0287, grad_norm: 2.5048 2022-02-09 14:36:49,766 - mmaction - INFO - Epoch [134][240/940] lr: 4.000e-02, eta: 1 day, 18:08:06, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7506, loss_cls: 2.0818, loss: 2.0818, grad_norm: 2.5025 2022-02-09 14:37:13,310 - mmaction - INFO - Epoch [134][260/940] lr: 4.000e-02, eta: 1 day, 18:07:37, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7434, loss_cls: 2.1154, loss: 2.1154, grad_norm: 2.5931 2022-02-09 14:37:36,861 - mmaction - INFO - Epoch [134][280/940] lr: 4.000e-02, eta: 1 day, 18:07:08, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.5160, top5_acc: 0.7475, loss_cls: 2.1127, loss: 2.1127, grad_norm: 2.6040 2022-02-09 14:38:00,504 - mmaction - INFO - Epoch [134][300/940] lr: 4.000e-02, eta: 1 day, 18:06:40, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.5107, top5_acc: 0.7518, loss_cls: 2.1057, loss: 2.1057, grad_norm: 2.5604 2022-02-09 14:38:23,999 - mmaction - INFO - Epoch [134][320/940] lr: 4.000e-02, eta: 1 day, 18:06:11, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.5182, top5_acc: 0.7496, loss_cls: 2.0710, loss: 2.0710, grad_norm: 2.5285 2022-02-09 14:38:47,494 - mmaction - INFO - Epoch [134][340/940] lr: 4.000e-02, eta: 1 day, 18:05:42, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7541, loss_cls: 2.0512, loss: 2.0512, grad_norm: 2.5600 2022-02-09 14:39:11,111 - mmaction - INFO - Epoch [134][360/940] lr: 4.000e-02, eta: 1 day, 18:05:13, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.5266, top5_acc: 0.7461, loss_cls: 2.0908, loss: 2.0908, grad_norm: 2.5342 2022-02-09 14:39:34,658 - mmaction - INFO - Epoch [134][380/940] lr: 4.000e-02, eta: 1 day, 18:04:44, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7520, loss_cls: 2.0851, loss: 2.0851, grad_norm: 2.5469 2022-02-09 14:39:58,090 - mmaction - INFO - Epoch [134][400/940] lr: 4.000e-02, eta: 1 day, 18:04:15, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7510, loss_cls: 2.0762, loss: 2.0762, grad_norm: 2.5434 2022-02-09 14:40:21,602 - mmaction - INFO - Epoch [134][420/940] lr: 4.000e-02, eta: 1 day, 18:03:47, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.5125, top5_acc: 0.7412, loss_cls: 2.1398, loss: 2.1398, grad_norm: 2.5806 2022-02-09 14:40:45,227 - mmaction - INFO - Epoch [134][440/940] lr: 4.000e-02, eta: 1 day, 18:03:18, time: 1.181, data_time: 0.052, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7473, loss_cls: 2.0857, loss: 2.0857, grad_norm: 2.5376 2022-02-09 14:41:08,822 - mmaction - INFO - Epoch [134][460/940] lr: 4.000e-02, eta: 1 day, 18:02:49, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7625, loss_cls: 2.0491, loss: 2.0491, grad_norm: 2.5041 2022-02-09 14:41:32,485 - mmaction - INFO - Epoch [134][480/940] lr: 4.000e-02, eta: 1 day, 18:02:20, time: 1.183, data_time: 0.051, memory: 9497, top1_acc: 0.5256, top5_acc: 0.7559, loss_cls: 2.0656, loss: 2.0656, grad_norm: 2.4992 2022-02-09 14:41:56,154 - mmaction - INFO - Epoch [134][500/940] lr: 4.000e-02, eta: 1 day, 18:01:52, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7559, loss_cls: 2.0758, loss: 2.0758, grad_norm: 2.5528 2022-02-09 14:42:19,787 - mmaction - INFO - Epoch [134][520/940] lr: 4.000e-02, eta: 1 day, 18:01:23, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.5240, top5_acc: 0.7582, loss_cls: 2.0528, loss: 2.0528, grad_norm: 2.5552 2022-02-09 14:42:43,314 - mmaction - INFO - Epoch [134][540/940] lr: 4.000e-02, eta: 1 day, 18:00:54, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.5213, top5_acc: 0.7514, loss_cls: 2.0641, loss: 2.0641, grad_norm: 2.5333 2022-02-09 14:43:06,816 - mmaction - INFO - Epoch [134][560/940] lr: 4.000e-02, eta: 1 day, 18:00:25, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7479, loss_cls: 2.0989, loss: 2.0989, grad_norm: 2.5902 2022-02-09 14:43:30,293 - mmaction - INFO - Epoch [134][580/940] lr: 4.000e-02, eta: 1 day, 17:59:57, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7525, loss_cls: 2.0697, loss: 2.0697, grad_norm: 2.5420 2022-02-09 14:43:54,029 - mmaction - INFO - Epoch [134][600/940] lr: 4.000e-02, eta: 1 day, 17:59:28, time: 1.187, data_time: 0.056, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7549, loss_cls: 2.0416, loss: 2.0416, grad_norm: 2.5284 2022-02-09 14:44:17,594 - mmaction - INFO - Epoch [134][620/940] lr: 4.000e-02, eta: 1 day, 17:58:59, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.5047, top5_acc: 0.7361, loss_cls: 2.1414, loss: 2.1414, grad_norm: 2.5845 2022-02-09 14:44:41,292 - mmaction - INFO - Epoch [134][640/940] lr: 4.000e-02, eta: 1 day, 17:58:30, time: 1.185, data_time: 0.059, memory: 9497, top1_acc: 0.5070, top5_acc: 0.7480, loss_cls: 2.1041, loss: 2.1041, grad_norm: 2.5857 2022-02-09 14:45:04,820 - mmaction - INFO - Epoch [134][660/940] lr: 4.000e-02, eta: 1 day, 17:58:02, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5055, top5_acc: 0.7424, loss_cls: 2.1413, loss: 2.1413, grad_norm: 2.5259 2022-02-09 14:45:28,450 - mmaction - INFO - Epoch [134][680/940] lr: 4.000e-02, eta: 1 day, 17:57:33, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.5105, top5_acc: 0.7559, loss_cls: 2.0908, loss: 2.0908, grad_norm: 2.5567 2022-02-09 14:45:51,884 - mmaction - INFO - Epoch [134][700/940] lr: 4.000e-02, eta: 1 day, 17:57:04, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7531, loss_cls: 2.0780, loss: 2.0780, grad_norm: 2.5636 2022-02-09 14:46:15,449 - mmaction - INFO - Epoch [134][720/940] lr: 4.000e-02, eta: 1 day, 17:56:35, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.5051, top5_acc: 0.7406, loss_cls: 2.1193, loss: 2.1193, grad_norm: 2.5555 2022-02-09 14:46:39,146 - mmaction - INFO - Epoch [134][740/940] lr: 4.000e-02, eta: 1 day, 17:56:07, time: 1.185, data_time: 0.054, memory: 9497, top1_acc: 0.5281, top5_acc: 0.7631, loss_cls: 2.0301, loss: 2.0301, grad_norm: 2.5332 2022-02-09 14:47:02,692 - mmaction - INFO - Epoch [134][760/940] lr: 4.000e-02, eta: 1 day, 17:55:38, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7559, loss_cls: 2.0883, loss: 2.0883, grad_norm: 2.5281 2022-02-09 14:47:26,360 - mmaction - INFO - Epoch [134][780/940] lr: 4.000e-02, eta: 1 day, 17:55:09, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7623, loss_cls: 2.0434, loss: 2.0434, grad_norm: 2.5247 2022-02-09 14:47:49,982 - mmaction - INFO - Epoch [134][800/940] lr: 4.000e-02, eta: 1 day, 17:54:40, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7521, loss_cls: 2.0694, loss: 2.0694, grad_norm: 2.5557 2022-02-09 14:48:13,459 - mmaction - INFO - Epoch [134][820/940] lr: 4.000e-02, eta: 1 day, 17:54:12, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.5182, top5_acc: 0.7539, loss_cls: 2.0846, loss: 2.0846, grad_norm: 2.5638 2022-02-09 14:48:37,156 - mmaction - INFO - Epoch [134][840/940] lr: 4.000e-02, eta: 1 day, 17:53:43, time: 1.186, data_time: 0.056, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7514, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.5305 2022-02-09 14:49:00,841 - mmaction - INFO - Epoch [134][860/940] lr: 4.000e-02, eta: 1 day, 17:53:14, time: 1.184, data_time: 0.063, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7484, loss_cls: 2.1006, loss: 2.1006, grad_norm: 2.5404 2022-02-09 14:49:24,464 - mmaction - INFO - Epoch [134][880/940] lr: 4.000e-02, eta: 1 day, 17:52:46, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.5188, top5_acc: 0.7490, loss_cls: 2.1054, loss: 2.1054, grad_norm: 2.5499 2022-02-09 14:49:47,988 - mmaction - INFO - Epoch [134][900/940] lr: 4.000e-02, eta: 1 day, 17:52:17, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5254, top5_acc: 0.7514, loss_cls: 2.0638, loss: 2.0638, grad_norm: 2.4492 2022-02-09 14:50:11,471 - mmaction - INFO - Epoch [134][920/940] lr: 4.000e-02, eta: 1 day, 17:51:48, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.5125, top5_acc: 0.7541, loss_cls: 2.1021, loss: 2.1021, grad_norm: 2.5690 2022-02-09 14:50:33,889 - mmaction - INFO - Epoch [134][940/940] lr: 4.000e-02, eta: 1 day, 17:51:18, time: 1.121, data_time: 0.067, memory: 9497, top1_acc: 0.5112, top5_acc: 0.7480, loss_cls: 2.1235, loss: 2.1235, grad_norm: 2.5677 2022-02-09 14:53:18,906 - mmaction - INFO - Epoch [135][20/940] lr: 4.000e-02, eta: 1 day, 17:52:55, time: 8.083, data_time: 6.825, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7568, loss_cls: 2.0818, loss: 2.0818, grad_norm: 2.5417 2022-02-09 14:53:42,110 - mmaction - INFO - Epoch [135][40/940] lr: 4.000e-02, eta: 1 day, 17:52:26, time: 1.161, data_time: 0.051, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7592, loss_cls: 2.0801, loss: 2.0801, grad_norm: 2.5340 2022-02-09 14:54:05,335 - mmaction - INFO - Epoch [135][60/940] lr: 4.000e-02, eta: 1 day, 17:51:57, time: 1.161, data_time: 0.044, memory: 9497, top1_acc: 0.5354, top5_acc: 0.7617, loss_cls: 2.0327, loss: 2.0327, grad_norm: 2.5490 2022-02-09 14:54:28,666 - mmaction - INFO - Epoch [135][80/940] lr: 4.000e-02, eta: 1 day, 17:51:28, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7578, loss_cls: 2.0679, loss: 2.0679, grad_norm: 2.5594 2022-02-09 14:54:51,976 - mmaction - INFO - Epoch [135][100/940] lr: 4.000e-02, eta: 1 day, 17:50:59, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7414, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.5644 2022-02-09 14:55:15,372 - mmaction - INFO - Epoch [135][120/940] lr: 4.000e-02, eta: 1 day, 17:50:30, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7414, loss_cls: 2.1125, loss: 2.1125, grad_norm: 2.5880 2022-02-09 14:55:38,809 - mmaction - INFO - Epoch [135][140/940] lr: 4.000e-02, eta: 1 day, 17:50:01, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.5242, top5_acc: 0.7564, loss_cls: 2.0749, loss: 2.0749, grad_norm: 2.5588 2022-02-09 14:56:02,127 - mmaction - INFO - Epoch [135][160/940] lr: 4.000e-02, eta: 1 day, 17:49:32, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7496, loss_cls: 2.0675, loss: 2.0675, grad_norm: 2.5779 2022-02-09 14:56:25,525 - mmaction - INFO - Epoch [135][180/940] lr: 4.000e-02, eta: 1 day, 17:49:03, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7566, loss_cls: 2.0673, loss: 2.0673, grad_norm: 2.5256 2022-02-09 14:56:49,067 - mmaction - INFO - Epoch [135][200/940] lr: 4.000e-02, eta: 1 day, 17:48:34, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0793, loss: 2.0793, grad_norm: 2.6036 2022-02-09 14:57:12,491 - mmaction - INFO - Epoch [135][220/940] lr: 4.000e-02, eta: 1 day, 17:48:06, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7387, loss_cls: 2.1396, loss: 2.1396, grad_norm: 2.5789 2022-02-09 14:57:35,947 - mmaction - INFO - Epoch [135][240/940] lr: 4.000e-02, eta: 1 day, 17:47:37, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5264, top5_acc: 0.7578, loss_cls: 2.0425, loss: 2.0425, grad_norm: 2.5142 2022-02-09 14:57:59,385 - mmaction - INFO - Epoch [135][260/940] lr: 4.000e-02, eta: 1 day, 17:47:08, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.5262, top5_acc: 0.7547, loss_cls: 2.0693, loss: 2.0693, grad_norm: 2.4928 2022-02-09 14:58:22,812 - mmaction - INFO - Epoch [135][280/940] lr: 4.000e-02, eta: 1 day, 17:46:39, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.5131, top5_acc: 0.7461, loss_cls: 2.1162, loss: 2.1162, grad_norm: 2.5598 2022-02-09 14:58:46,387 - mmaction - INFO - Epoch [135][300/940] lr: 4.000e-02, eta: 1 day, 17:46:10, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.5207, top5_acc: 0.7469, loss_cls: 2.1045, loss: 2.1045, grad_norm: 2.5236 2022-02-09 14:59:09,917 - mmaction - INFO - Epoch [135][320/940] lr: 4.000e-02, eta: 1 day, 17:45:41, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7541, loss_cls: 2.0646, loss: 2.0646, grad_norm: 2.5409 2022-02-09 14:59:33,342 - mmaction - INFO - Epoch [135][340/940] lr: 4.000e-02, eta: 1 day, 17:45:12, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7533, loss_cls: 2.0845, loss: 2.0845, grad_norm: 2.5646 2022-02-09 14:59:56,708 - mmaction - INFO - Epoch [135][360/940] lr: 4.000e-02, eta: 1 day, 17:44:43, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7545, loss_cls: 2.0711, loss: 2.0711, grad_norm: 2.5181 2022-02-09 15:00:20,328 - mmaction - INFO - Epoch [135][380/940] lr: 4.000e-02, eta: 1 day, 17:44:15, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.5037, top5_acc: 0.7486, loss_cls: 2.1297, loss: 2.1297, grad_norm: 2.5462 2022-02-09 15:00:43,830 - mmaction - INFO - Epoch [135][400/940] lr: 4.000e-02, eta: 1 day, 17:43:46, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.5227, top5_acc: 0.7477, loss_cls: 2.0869, loss: 2.0869, grad_norm: 2.5523 2022-02-09 15:01:07,337 - mmaction - INFO - Epoch [135][420/940] lr: 4.000e-02, eta: 1 day, 17:43:17, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7502, loss_cls: 2.0924, loss: 2.0924, grad_norm: 2.5432 2022-02-09 15:01:30,834 - mmaction - INFO - Epoch [135][440/940] lr: 4.000e-02, eta: 1 day, 17:42:48, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7473, loss_cls: 2.1196, loss: 2.1196, grad_norm: 2.5813 2022-02-09 15:01:54,406 - mmaction - INFO - Epoch [135][460/940] lr: 4.000e-02, eta: 1 day, 17:42:20, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5273, top5_acc: 0.7615, loss_cls: 2.0414, loss: 2.0414, grad_norm: 2.5355 2022-02-09 15:02:17,924 - mmaction - INFO - Epoch [135][480/940] lr: 4.000e-02, eta: 1 day, 17:41:51, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5301, top5_acc: 0.7576, loss_cls: 2.0210, loss: 2.0210, grad_norm: 2.5369 2022-02-09 15:02:41,450 - mmaction - INFO - Epoch [135][500/940] lr: 4.000e-02, eta: 1 day, 17:41:22, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7457, loss_cls: 2.0795, loss: 2.0795, grad_norm: 2.5536 2022-02-09 15:03:05,049 - mmaction - INFO - Epoch [135][520/940] lr: 4.000e-02, eta: 1 day, 17:40:53, time: 1.180, data_time: 0.047, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7566, loss_cls: 2.0671, loss: 2.0671, grad_norm: 2.5615 2022-02-09 15:03:28,589 - mmaction - INFO - Epoch [135][540/940] lr: 4.000e-02, eta: 1 day, 17:40:25, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.1108, loss: 2.1108, grad_norm: 2.5040 2022-02-09 15:03:52,101 - mmaction - INFO - Epoch [135][560/940] lr: 4.000e-02, eta: 1 day, 17:39:56, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7488, loss_cls: 2.0919, loss: 2.0919, grad_norm: 2.5217 2022-02-09 15:04:15,749 - mmaction - INFO - Epoch [135][580/940] lr: 4.000e-02, eta: 1 day, 17:39:27, time: 1.183, data_time: 0.049, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7502, loss_cls: 2.0680, loss: 2.0680, grad_norm: 2.5082 2022-02-09 15:04:39,337 - mmaction - INFO - Epoch [135][600/940] lr: 4.000e-02, eta: 1 day, 17:38:58, time: 1.179, data_time: 0.049, memory: 9497, top1_acc: 0.5268, top5_acc: 0.7512, loss_cls: 2.0861, loss: 2.0861, grad_norm: 2.5392 2022-02-09 15:05:02,746 - mmaction - INFO - Epoch [135][620/940] lr: 4.000e-02, eta: 1 day, 17:38:29, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7426, loss_cls: 2.1019, loss: 2.1019, grad_norm: 2.5599 2022-02-09 15:05:26,363 - mmaction - INFO - Epoch [135][640/940] lr: 4.000e-02, eta: 1 day, 17:38:01, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7545, loss_cls: 2.0610, loss: 2.0610, grad_norm: 2.5325 2022-02-09 15:05:49,931 - mmaction - INFO - Epoch [135][660/940] lr: 4.000e-02, eta: 1 day, 17:37:32, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7502, loss_cls: 2.0898, loss: 2.0898, grad_norm: 2.5820 2022-02-09 15:06:13,444 - mmaction - INFO - Epoch [135][680/940] lr: 4.000e-02, eta: 1 day, 17:37:03, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.5199, top5_acc: 0.7486, loss_cls: 2.0829, loss: 2.0829, grad_norm: 2.5010 2022-02-09 15:06:38,133 - mmaction - INFO - Epoch [135][700/940] lr: 4.000e-02, eta: 1 day, 17:36:36, time: 1.235, data_time: 0.115, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7467, loss_cls: 2.1154, loss: 2.1154, grad_norm: 2.5749 2022-02-09 15:07:01,750 - mmaction - INFO - Epoch [135][720/940] lr: 4.000e-02, eta: 1 day, 17:36:07, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.5199, top5_acc: 0.7549, loss_cls: 2.0786, loss: 2.0786, grad_norm: 2.5670 2022-02-09 15:07:25,157 - mmaction - INFO - Epoch [135][740/940] lr: 4.000e-02, eta: 1 day, 17:35:38, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.5230, top5_acc: 0.7592, loss_cls: 2.0844, loss: 2.0844, grad_norm: 2.5706 2022-02-09 15:07:48,682 - mmaction - INFO - Epoch [135][760/940] lr: 4.000e-02, eta: 1 day, 17:35:09, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7512, loss_cls: 2.0745, loss: 2.0745, grad_norm: 2.5977 2022-02-09 15:08:12,129 - mmaction - INFO - Epoch [135][780/940] lr: 4.000e-02, eta: 1 day, 17:34:40, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.5160, top5_acc: 0.7564, loss_cls: 2.0670, loss: 2.0670, grad_norm: 2.5539 2022-02-09 15:08:35,578 - mmaction - INFO - Epoch [135][800/940] lr: 4.000e-02, eta: 1 day, 17:34:12, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7555, loss_cls: 2.0971, loss: 2.0971, grad_norm: 2.5850 2022-02-09 15:08:59,102 - mmaction - INFO - Epoch [135][820/940] lr: 4.000e-02, eta: 1 day, 17:33:43, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7463, loss_cls: 2.1053, loss: 2.1053, grad_norm: 2.5209 2022-02-09 15:09:22,521 - mmaction - INFO - Epoch [135][840/940] lr: 4.000e-02, eta: 1 day, 17:33:14, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7578, loss_cls: 2.0680, loss: 2.0680, grad_norm: 2.5428 2022-02-09 15:09:46,124 - mmaction - INFO - Epoch [135][860/940] lr: 4.000e-02, eta: 1 day, 17:32:45, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.5266, top5_acc: 0.7541, loss_cls: 2.0860, loss: 2.0860, grad_norm: 2.5456 2022-02-09 15:10:09,668 - mmaction - INFO - Epoch [135][880/940] lr: 4.000e-02, eta: 1 day, 17:32:17, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.5393, top5_acc: 0.7604, loss_cls: 2.0109, loss: 2.0109, grad_norm: 2.5146 2022-02-09 15:10:33,238 - mmaction - INFO - Epoch [135][900/940] lr: 4.000e-02, eta: 1 day, 17:31:48, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.5279, top5_acc: 0.7570, loss_cls: 2.0627, loss: 2.0627, grad_norm: 2.5691 2022-02-09 15:10:56,863 - mmaction - INFO - Epoch [135][920/940] lr: 4.000e-02, eta: 1 day, 17:31:19, time: 1.181, data_time: 0.052, memory: 9497, top1_acc: 0.5098, top5_acc: 0.7475, loss_cls: 2.1171, loss: 2.1171, grad_norm: 2.5569 2022-02-09 15:11:19,306 - mmaction - INFO - Epoch [135][940/940] lr: 4.000e-02, eta: 1 day, 17:30:49, time: 1.122, data_time: 0.049, memory: 9497, top1_acc: 0.5246, top5_acc: 0.7526, loss_cls: 2.0712, loss: 2.0712, grad_norm: 2.5315 2022-02-09 15:11:24,679 - mmaction - INFO - Saving checkpoint at 135 epochs 2022-02-09 15:14:30,725 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 15:14:31,495 - mmaction - INFO - top1_acc 0.5688 top5_acc 0.8103 2022-02-09 15:14:31,495 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 15:14:31,523 - mmaction - INFO - mean_acc 0.5686 2022-02-09 15:14:31,530 - mmaction - INFO - Epoch(val) [135][78] top1_acc: 0.5688, top5_acc: 0.8103, mean_class_accuracy: 0.5686 2022-02-09 15:16:59,549 - mmaction - INFO - Epoch [136][20/940] lr: 4.000e-02, eta: 1 day, 17:32:12, time: 7.399, data_time: 5.889, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7492, loss_cls: 2.0656, loss: 2.0656, grad_norm: 2.5134 2022-02-09 15:17:22,509 - mmaction - INFO - Epoch [136][40/940] lr: 4.000e-02, eta: 1 day, 17:31:43, time: 1.148, data_time: 0.051, memory: 9497, top1_acc: 0.5162, top5_acc: 0.7520, loss_cls: 2.0940, loss: 2.0940, grad_norm: 2.5558 2022-02-09 15:17:45,717 - mmaction - INFO - Epoch [136][60/940] lr: 4.000e-02, eta: 1 day, 17:31:14, time: 1.160, data_time: 0.047, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7453, loss_cls: 2.1121, loss: 2.1121, grad_norm: 2.5822 2022-02-09 15:18:08,900 - mmaction - INFO - Epoch [136][80/940] lr: 4.000e-02, eta: 1 day, 17:30:45, time: 1.160, data_time: 0.045, memory: 9497, top1_acc: 0.5277, top5_acc: 0.7576, loss_cls: 2.0541, loss: 2.0541, grad_norm: 2.5225 2022-02-09 15:18:32,163 - mmaction - INFO - Epoch [136][100/940] lr: 4.000e-02, eta: 1 day, 17:30:16, time: 1.163, data_time: 0.043, memory: 9497, top1_acc: 0.5258, top5_acc: 0.7568, loss_cls: 2.0431, loss: 2.0431, grad_norm: 2.5893 2022-02-09 15:18:55,483 - mmaction - INFO - Epoch [136][120/940] lr: 4.000e-02, eta: 1 day, 17:29:47, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7514, loss_cls: 2.0684, loss: 2.0684, grad_norm: 2.5480 2022-02-09 15:19:18,684 - mmaction - INFO - Epoch [136][140/940] lr: 4.000e-02, eta: 1 day, 17:29:18, time: 1.161, data_time: 0.045, memory: 9497, top1_acc: 0.5215, top5_acc: 0.7514, loss_cls: 2.0730, loss: 2.0730, grad_norm: 2.5739 2022-02-09 15:19:41,987 - mmaction - INFO - Epoch [136][160/940] lr: 4.000e-02, eta: 1 day, 17:28:49, time: 1.165, data_time: 0.045, memory: 9497, top1_acc: 0.5273, top5_acc: 0.7506, loss_cls: 2.0741, loss: 2.0741, grad_norm: 2.5320 2022-02-09 15:20:05,522 - mmaction - INFO - Epoch [136][180/940] lr: 4.000e-02, eta: 1 day, 17:28:20, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.5301, top5_acc: 0.7596, loss_cls: 2.0414, loss: 2.0414, grad_norm: 2.5487 2022-02-09 15:20:28,906 - mmaction - INFO - Epoch [136][200/940] lr: 4.000e-02, eta: 1 day, 17:27:51, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.5256, top5_acc: 0.7545, loss_cls: 2.0458, loss: 2.0458, grad_norm: 2.5377 2022-02-09 15:20:52,355 - mmaction - INFO - Epoch [136][220/940] lr: 4.000e-02, eta: 1 day, 17:27:22, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7480, loss_cls: 2.0664, loss: 2.0664, grad_norm: 2.5255 2022-02-09 15:21:15,840 - mmaction - INFO - Epoch [136][240/940] lr: 4.000e-02, eta: 1 day, 17:26:53, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5184, top5_acc: 0.7543, loss_cls: 2.0647, loss: 2.0647, grad_norm: 2.5750 2022-02-09 15:21:39,264 - mmaction - INFO - Epoch [136][260/940] lr: 4.000e-02, eta: 1 day, 17:26:25, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.5318, top5_acc: 0.7545, loss_cls: 2.0545, loss: 2.0545, grad_norm: 2.5724 2022-02-09 15:22:02,787 - mmaction - INFO - Epoch [136][280/940] lr: 4.000e-02, eta: 1 day, 17:25:56, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5314, top5_acc: 0.7555, loss_cls: 2.0451, loss: 2.0451, grad_norm: 2.5599 2022-02-09 15:22:26,234 - mmaction - INFO - Epoch [136][300/940] lr: 4.000e-02, eta: 1 day, 17:25:27, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5115, top5_acc: 0.7477, loss_cls: 2.0973, loss: 2.0973, grad_norm: 2.6112 2022-02-09 15:22:49,612 - mmaction - INFO - Epoch [136][320/940] lr: 4.000e-02, eta: 1 day, 17:24:58, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.5004, top5_acc: 0.7488, loss_cls: 2.1219, loss: 2.1219, grad_norm: 2.5895 2022-02-09 15:23:13,251 - mmaction - INFO - Epoch [136][340/940] lr: 4.000e-02, eta: 1 day, 17:24:29, time: 1.182, data_time: 0.066, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7465, loss_cls: 2.0936, loss: 2.0936, grad_norm: 2.5812 2022-02-09 15:23:36,792 - mmaction - INFO - Epoch [136][360/940] lr: 4.000e-02, eta: 1 day, 17:24:01, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5307, top5_acc: 0.7576, loss_cls: 2.0585, loss: 2.0585, grad_norm: 2.5559 2022-02-09 15:24:00,222 - mmaction - INFO - Epoch [136][380/940] lr: 4.000e-02, eta: 1 day, 17:23:32, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5188, top5_acc: 0.7482, loss_cls: 2.0767, loss: 2.0767, grad_norm: 2.5043 2022-02-09 15:24:23,693 - mmaction - INFO - Epoch [136][400/940] lr: 4.000e-02, eta: 1 day, 17:23:03, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5264, top5_acc: 0.7514, loss_cls: 2.0772, loss: 2.0772, grad_norm: 2.5380 2022-02-09 15:24:47,189 - mmaction - INFO - Epoch [136][420/940] lr: 4.000e-02, eta: 1 day, 17:22:34, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5240, top5_acc: 0.7627, loss_cls: 2.0437, loss: 2.0437, grad_norm: 2.5280 2022-02-09 15:25:10,727 - mmaction - INFO - Epoch [136][440/940] lr: 4.000e-02, eta: 1 day, 17:22:06, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5221, top5_acc: 0.7557, loss_cls: 2.0623, loss: 2.0623, grad_norm: 2.5790 2022-02-09 15:25:34,262 - mmaction - INFO - Epoch [136][460/940] lr: 4.000e-02, eta: 1 day, 17:21:37, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5289, top5_acc: 0.7559, loss_cls: 2.0549, loss: 2.0549, grad_norm: 2.5606 2022-02-09 15:25:57,874 - mmaction - INFO - Epoch [136][480/940] lr: 4.000e-02, eta: 1 day, 17:21:08, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.5309, top5_acc: 0.7625, loss_cls: 2.0352, loss: 2.0352, grad_norm: 2.5342 2022-02-09 15:26:21,382 - mmaction - INFO - Epoch [136][500/940] lr: 4.000e-02, eta: 1 day, 17:20:39, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7578, loss_cls: 2.0593, loss: 2.0593, grad_norm: 2.5417 2022-02-09 15:26:44,824 - mmaction - INFO - Epoch [136][520/940] lr: 4.000e-02, eta: 1 day, 17:20:11, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5277, top5_acc: 0.7604, loss_cls: 2.0487, loss: 2.0487, grad_norm: 2.5004 2022-02-09 15:27:08,344 - mmaction - INFO - Epoch [136][540/940] lr: 4.000e-02, eta: 1 day, 17:19:42, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5248, top5_acc: 0.7490, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.5566 2022-02-09 15:27:31,868 - mmaction - INFO - Epoch [136][560/940] lr: 4.000e-02, eta: 1 day, 17:19:13, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7527, loss_cls: 2.0770, loss: 2.0770, grad_norm: 2.5753 2022-02-09 15:27:55,434 - mmaction - INFO - Epoch [136][580/940] lr: 4.000e-02, eta: 1 day, 17:18:44, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7559, loss_cls: 2.0657, loss: 2.0657, grad_norm: 2.5387 2022-02-09 15:28:18,989 - mmaction - INFO - Epoch [136][600/940] lr: 4.000e-02, eta: 1 day, 17:18:16, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7508, loss_cls: 2.0742, loss: 2.0742, grad_norm: 2.5463 2022-02-09 15:28:42,560 - mmaction - INFO - Epoch [136][620/940] lr: 4.000e-02, eta: 1 day, 17:17:47, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7459, loss_cls: 2.1067, loss: 2.1067, grad_norm: 2.5406 2022-02-09 15:29:06,235 - mmaction - INFO - Epoch [136][640/940] lr: 4.000e-02, eta: 1 day, 17:17:18, time: 1.184, data_time: 0.054, memory: 9497, top1_acc: 0.5342, top5_acc: 0.7588, loss_cls: 2.0548, loss: 2.0548, grad_norm: 2.5137 2022-02-09 15:29:29,860 - mmaction - INFO - Epoch [136][660/940] lr: 4.000e-02, eta: 1 day, 17:16:50, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.5230, top5_acc: 0.7502, loss_cls: 2.0862, loss: 2.0862, grad_norm: 2.5304 2022-02-09 15:29:53,465 - mmaction - INFO - Epoch [136][680/940] lr: 4.000e-02, eta: 1 day, 17:16:21, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.5318, top5_acc: 0.7521, loss_cls: 2.0495, loss: 2.0495, grad_norm: 2.5123 2022-02-09 15:30:16,987 - mmaction - INFO - Epoch [136][700/940] lr: 4.000e-02, eta: 1 day, 17:15:52, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7529, loss_cls: 2.0731, loss: 2.0731, grad_norm: 2.5792 2022-02-09 15:30:40,440 - mmaction - INFO - Epoch [136][720/940] lr: 4.000e-02, eta: 1 day, 17:15:24, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.5258, top5_acc: 0.7566, loss_cls: 2.0489, loss: 2.0489, grad_norm: 2.5398 2022-02-09 15:31:04,076 - mmaction - INFO - Epoch [136][740/940] lr: 4.000e-02, eta: 1 day, 17:14:55, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.5209, top5_acc: 0.7461, loss_cls: 2.1019, loss: 2.1019, grad_norm: 2.5319 2022-02-09 15:31:27,797 - mmaction - INFO - Epoch [136][760/940] lr: 4.000e-02, eta: 1 day, 17:14:26, time: 1.185, data_time: 0.059, memory: 9497, top1_acc: 0.5281, top5_acc: 0.7525, loss_cls: 2.0860, loss: 2.0860, grad_norm: 2.5116 2022-02-09 15:31:51,317 - mmaction - INFO - Epoch [136][780/940] lr: 4.000e-02, eta: 1 day, 17:13:58, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7566, loss_cls: 2.0411, loss: 2.0411, grad_norm: 2.5758 2022-02-09 15:32:14,978 - mmaction - INFO - Epoch [136][800/940] lr: 4.000e-02, eta: 1 day, 17:13:29, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7385, loss_cls: 2.1242, loss: 2.1242, grad_norm: 2.5540 2022-02-09 15:32:38,526 - mmaction - INFO - Epoch [136][820/940] lr: 4.000e-02, eta: 1 day, 17:13:00, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.5207, top5_acc: 0.7582, loss_cls: 2.0559, loss: 2.0559, grad_norm: 2.5414 2022-02-09 15:33:02,065 - mmaction - INFO - Epoch [136][840/940] lr: 4.000e-02, eta: 1 day, 17:12:32, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.5277, top5_acc: 0.7643, loss_cls: 2.0440, loss: 2.0440, grad_norm: 2.5117 2022-02-09 15:33:25,581 - mmaction - INFO - Epoch [136][860/940] lr: 4.000e-02, eta: 1 day, 17:12:03, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7439, loss_cls: 2.0925, loss: 2.0925, grad_norm: 2.5485 2022-02-09 15:33:49,157 - mmaction - INFO - Epoch [136][880/940] lr: 4.000e-02, eta: 1 day, 17:11:34, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7539, loss_cls: 2.0520, loss: 2.0520, grad_norm: 2.5592 2022-02-09 15:34:12,723 - mmaction - INFO - Epoch [136][900/940] lr: 4.000e-02, eta: 1 day, 17:11:06, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.5291, top5_acc: 0.7570, loss_cls: 2.0680, loss: 2.0680, grad_norm: 2.5062 2022-02-09 15:34:36,424 - mmaction - INFO - Epoch [136][920/940] lr: 4.000e-02, eta: 1 day, 17:10:37, time: 1.185, data_time: 0.055, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7420, loss_cls: 2.1005, loss: 2.1005, grad_norm: 2.5172 2022-02-09 15:34:58,736 - mmaction - INFO - Epoch [136][940/940] lr: 4.000e-02, eta: 1 day, 17:10:07, time: 1.116, data_time: 0.057, memory: 9497, top1_acc: 0.5132, top5_acc: 0.7437, loss_cls: 2.1382, loss: 2.1382, grad_norm: 2.6071 2022-02-09 15:38:21,068 - mmaction - INFO - Epoch [137][20/940] lr: 4.000e-02, eta: 1 day, 17:12:12, time: 9.858, data_time: 8.687, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7596, loss_cls: 2.0588, loss: 2.0588, grad_norm: 2.5697 2022-02-09 15:38:44,254 - mmaction - INFO - Epoch [137][40/940] lr: 4.000e-02, eta: 1 day, 17:11:43, time: 1.159, data_time: 0.048, memory: 9497, top1_acc: 0.5395, top5_acc: 0.7674, loss_cls: 2.0013, loss: 2.0013, grad_norm: 2.5115 2022-02-09 15:39:07,608 - mmaction - INFO - Epoch [137][60/940] lr: 4.000e-02, eta: 1 day, 17:11:14, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.5324, top5_acc: 0.7555, loss_cls: 2.0601, loss: 2.0601, grad_norm: 2.5317 2022-02-09 15:39:31,070 - mmaction - INFO - Epoch [137][80/940] lr: 4.000e-02, eta: 1 day, 17:10:45, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7537, loss_cls: 2.0941, loss: 2.0941, grad_norm: 2.5470 2022-02-09 15:39:54,256 - mmaction - INFO - Epoch [137][100/940] lr: 4.000e-02, eta: 1 day, 17:10:16, time: 1.159, data_time: 0.046, memory: 9497, top1_acc: 0.5256, top5_acc: 0.7520, loss_cls: 2.0659, loss: 2.0659, grad_norm: 2.5772 2022-02-09 15:40:17,619 - mmaction - INFO - Epoch [137][120/940] lr: 4.000e-02, eta: 1 day, 17:09:47, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7621, loss_cls: 2.0171, loss: 2.0171, grad_norm: 2.6006 2022-02-09 15:40:41,006 - mmaction - INFO - Epoch [137][140/940] lr: 4.000e-02, eta: 1 day, 17:09:18, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.5221, top5_acc: 0.7650, loss_cls: 2.0483, loss: 2.0483, grad_norm: 2.5794 2022-02-09 15:41:04,358 - mmaction - INFO - Epoch [137][160/940] lr: 4.000e-02, eta: 1 day, 17:08:49, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.5301, top5_acc: 0.7611, loss_cls: 2.0340, loss: 2.0340, grad_norm: 2.5501 2022-02-09 15:41:27,730 - mmaction - INFO - Epoch [137][180/940] lr: 4.000e-02, eta: 1 day, 17:08:20, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.5381, top5_acc: 0.7607, loss_cls: 2.0047, loss: 2.0047, grad_norm: 2.4721 2022-02-09 15:41:51,201 - mmaction - INFO - Epoch [137][200/940] lr: 4.000e-02, eta: 1 day, 17:07:52, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.5301, top5_acc: 0.7570, loss_cls: 2.0328, loss: 2.0328, grad_norm: 2.5596 2022-02-09 15:42:14,667 - mmaction - INFO - Epoch [137][220/940] lr: 4.000e-02, eta: 1 day, 17:07:23, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.5148, top5_acc: 0.7521, loss_cls: 2.0763, loss: 2.0763, grad_norm: 2.5675 2022-02-09 15:42:37,940 - mmaction - INFO - Epoch [137][240/940] lr: 4.000e-02, eta: 1 day, 17:06:54, time: 1.164, data_time: 0.052, memory: 9497, top1_acc: 0.5398, top5_acc: 0.7611, loss_cls: 2.0257, loss: 2.0257, grad_norm: 2.4821 2022-02-09 15:43:01,314 - mmaction - INFO - Epoch [137][260/940] lr: 4.000e-02, eta: 1 day, 17:06:25, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7584, loss_cls: 2.0705, loss: 2.0705, grad_norm: 2.5806 2022-02-09 15:43:24,730 - mmaction - INFO - Epoch [137][280/940] lr: 4.000e-02, eta: 1 day, 17:05:56, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7518, loss_cls: 2.0835, loss: 2.0835, grad_norm: 2.6219 2022-02-09 15:43:48,148 - mmaction - INFO - Epoch [137][300/940] lr: 4.000e-02, eta: 1 day, 17:05:27, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7500, loss_cls: 2.0853, loss: 2.0853, grad_norm: 2.5230 2022-02-09 15:44:11,570 - mmaction - INFO - Epoch [137][320/940] lr: 4.000e-02, eta: 1 day, 17:04:58, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7570, loss_cls: 2.0445, loss: 2.0445, grad_norm: 2.5800 2022-02-09 15:44:35,053 - mmaction - INFO - Epoch [137][340/940] lr: 4.000e-02, eta: 1 day, 17:04:30, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7477, loss_cls: 2.1133, loss: 2.1133, grad_norm: 2.6299 2022-02-09 15:44:58,422 - mmaction - INFO - Epoch [137][360/940] lr: 4.000e-02, eta: 1 day, 17:04:01, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.5213, top5_acc: 0.7539, loss_cls: 2.1004, loss: 2.1004, grad_norm: 2.6168 2022-02-09 15:45:21,802 - mmaction - INFO - Epoch [137][380/940] lr: 4.000e-02, eta: 1 day, 17:03:32, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.5273, top5_acc: 0.7568, loss_cls: 2.0340, loss: 2.0340, grad_norm: 2.5404 2022-02-09 15:45:45,290 - mmaction - INFO - Epoch [137][400/940] lr: 4.000e-02, eta: 1 day, 17:03:03, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7549, loss_cls: 2.0658, loss: 2.0658, grad_norm: 2.5510 2022-02-09 15:46:08,767 - mmaction - INFO - Epoch [137][420/940] lr: 4.000e-02, eta: 1 day, 17:02:34, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.5115, top5_acc: 0.7531, loss_cls: 2.1078, loss: 2.1078, grad_norm: 2.6001 2022-02-09 15:46:32,308 - mmaction - INFO - Epoch [137][440/940] lr: 4.000e-02, eta: 1 day, 17:02:06, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.5248, top5_acc: 0.7494, loss_cls: 2.0644, loss: 2.0644, grad_norm: 2.5460 2022-02-09 15:46:55,795 - mmaction - INFO - Epoch [137][460/940] lr: 4.000e-02, eta: 1 day, 17:01:37, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7504, loss_cls: 2.0550, loss: 2.0550, grad_norm: 2.5182 2022-02-09 15:47:19,386 - mmaction - INFO - Epoch [137][480/940] lr: 4.000e-02, eta: 1 day, 17:01:08, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5209, top5_acc: 0.7438, loss_cls: 2.0840, loss: 2.0840, grad_norm: 2.5428 2022-02-09 15:47:42,828 - mmaction - INFO - Epoch [137][500/940] lr: 4.000e-02, eta: 1 day, 17:00:40, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.5256, top5_acc: 0.7498, loss_cls: 2.0846, loss: 2.0846, grad_norm: 2.5324 2022-02-09 15:48:06,344 - mmaction - INFO - Epoch [137][520/940] lr: 4.000e-02, eta: 1 day, 17:00:11, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0647, loss: 2.0647, grad_norm: 2.6002 2022-02-09 15:48:29,819 - mmaction - INFO - Epoch [137][540/940] lr: 4.000e-02, eta: 1 day, 16:59:42, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7570, loss_cls: 2.0541, loss: 2.0541, grad_norm: 2.5891 2022-02-09 15:48:53,399 - mmaction - INFO - Epoch [137][560/940] lr: 4.000e-02, eta: 1 day, 16:59:13, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.5307, top5_acc: 0.7504, loss_cls: 2.0396, loss: 2.0396, grad_norm: 2.5051 2022-02-09 15:49:16,939 - mmaction - INFO - Epoch [137][580/940] lr: 4.000e-02, eta: 1 day, 16:58:45, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7545, loss_cls: 2.0598, loss: 2.0598, grad_norm: 2.5434 2022-02-09 15:49:40,569 - mmaction - INFO - Epoch [137][600/940] lr: 4.000e-02, eta: 1 day, 16:58:16, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7572, loss_cls: 2.0650, loss: 2.0650, grad_norm: 2.5820 2022-02-09 15:50:04,138 - mmaction - INFO - Epoch [137][620/940] lr: 4.000e-02, eta: 1 day, 16:57:47, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7445, loss_cls: 2.0874, loss: 2.0874, grad_norm: 2.5907 2022-02-09 15:50:27,677 - mmaction - INFO - Epoch [137][640/940] lr: 4.000e-02, eta: 1 day, 16:57:19, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7539, loss_cls: 2.0871, loss: 2.0871, grad_norm: 2.5569 2022-02-09 15:50:51,139 - mmaction - INFO - Epoch [137][660/940] lr: 4.000e-02, eta: 1 day, 16:56:50, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5330, top5_acc: 0.7658, loss_cls: 2.0285, loss: 2.0285, grad_norm: 2.5174 2022-02-09 15:51:14,747 - mmaction - INFO - Epoch [137][680/940] lr: 4.000e-02, eta: 1 day, 16:56:21, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.5051, top5_acc: 0.7414, loss_cls: 2.1565, loss: 2.1565, grad_norm: 2.6154 2022-02-09 15:51:38,212 - mmaction - INFO - Epoch [137][700/940] lr: 4.000e-02, eta: 1 day, 16:55:53, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.5328, top5_acc: 0.7551, loss_cls: 2.0386, loss: 2.0386, grad_norm: 2.4860 2022-02-09 15:52:01,792 - mmaction - INFO - Epoch [137][720/940] lr: 4.000e-02, eta: 1 day, 16:55:24, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7537, loss_cls: 2.0856, loss: 2.0856, grad_norm: 2.5659 2022-02-09 15:52:25,345 - mmaction - INFO - Epoch [137][740/940] lr: 4.000e-02, eta: 1 day, 16:54:55, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.5162, top5_acc: 0.7461, loss_cls: 2.0979, loss: 2.0979, grad_norm: 2.5583 2022-02-09 15:52:48,962 - mmaction - INFO - Epoch [137][760/940] lr: 4.000e-02, eta: 1 day, 16:54:27, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.5295, top5_acc: 0.7434, loss_cls: 2.0866, loss: 2.0866, grad_norm: 2.5347 2022-02-09 15:53:12,635 - mmaction - INFO - Epoch [137][780/940] lr: 4.000e-02, eta: 1 day, 16:53:58, time: 1.184, data_time: 0.055, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7480, loss_cls: 2.0764, loss: 2.0764, grad_norm: 2.5552 2022-02-09 15:53:36,383 - mmaction - INFO - Epoch [137][800/940] lr: 4.000e-02, eta: 1 day, 16:53:30, time: 1.187, data_time: 0.073, memory: 9497, top1_acc: 0.5246, top5_acc: 0.7516, loss_cls: 2.0717, loss: 2.0717, grad_norm: 2.5525 2022-02-09 15:54:00,023 - mmaction - INFO - Epoch [137][820/940] lr: 4.000e-02, eta: 1 day, 16:53:01, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.5160, top5_acc: 0.7463, loss_cls: 2.0882, loss: 2.0882, grad_norm: 2.5928 2022-02-09 15:54:23,650 - mmaction - INFO - Epoch [137][840/940] lr: 4.000e-02, eta: 1 day, 16:52:32, time: 1.181, data_time: 0.052, memory: 9497, top1_acc: 0.5305, top5_acc: 0.7557, loss_cls: 2.0580, loss: 2.0580, grad_norm: 2.5572 2022-02-09 15:54:47,297 - mmaction - INFO - Epoch [137][860/940] lr: 4.000e-02, eta: 1 day, 16:52:04, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.5314, top5_acc: 0.7598, loss_cls: 2.0426, loss: 2.0426, grad_norm: 2.5366 2022-02-09 15:55:10,943 - mmaction - INFO - Epoch [137][880/940] lr: 4.000e-02, eta: 1 day, 16:51:35, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.5289, top5_acc: 0.7498, loss_cls: 2.0709, loss: 2.0709, grad_norm: 2.5607 2022-02-09 15:55:34,439 - mmaction - INFO - Epoch [137][900/940] lr: 4.000e-02, eta: 1 day, 16:51:07, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7551, loss_cls: 2.0563, loss: 2.0563, grad_norm: 2.5645 2022-02-09 15:55:57,976 - mmaction - INFO - Epoch [137][920/940] lr: 4.000e-02, eta: 1 day, 16:50:38, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5289, top5_acc: 0.7631, loss_cls: 2.0264, loss: 2.0264, grad_norm: 2.5344 2022-02-09 15:56:20,452 - mmaction - INFO - Epoch [137][940/940] lr: 4.000e-02, eta: 1 day, 16:50:08, time: 1.123, data_time: 0.059, memory: 9497, top1_acc: 0.5103, top5_acc: 0.7457, loss_cls: 2.1165, loss: 2.1165, grad_norm: 2.5393 2022-02-09 16:00:15,303 - mmaction - INFO - Epoch [138][20/940] lr: 4.000e-02, eta: 1 day, 16:52:32, time: 11.092, data_time: 9.645, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7592, loss_cls: 2.0380, loss: 2.0380, grad_norm: 2.5282 2022-02-09 16:00:38,489 - mmaction - INFO - Epoch [138][40/940] lr: 4.000e-02, eta: 1 day, 16:52:03, time: 1.160, data_time: 0.044, memory: 9497, top1_acc: 0.5227, top5_acc: 0.7572, loss_cls: 2.0526, loss: 2.0526, grad_norm: 2.5716 2022-02-09 16:01:01,689 - mmaction - INFO - Epoch [138][60/940] lr: 4.000e-02, eta: 1 day, 16:51:34, time: 1.160, data_time: 0.045, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7562, loss_cls: 2.0617, loss: 2.0617, grad_norm: 2.5423 2022-02-09 16:01:24,885 - mmaction - INFO - Epoch [138][80/940] lr: 4.000e-02, eta: 1 day, 16:51:05, time: 1.160, data_time: 0.047, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7619, loss_cls: 2.0378, loss: 2.0378, grad_norm: 2.5514 2022-02-09 16:01:48,211 - mmaction - INFO - Epoch [138][100/940] lr: 4.000e-02, eta: 1 day, 16:50:36, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7568, loss_cls: 2.0638, loss: 2.0638, grad_norm: 2.5554 2022-02-09 16:02:11,480 - mmaction - INFO - Epoch [138][120/940] lr: 4.000e-02, eta: 1 day, 16:50:07, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.5320, top5_acc: 0.7566, loss_cls: 2.0298, loss: 2.0298, grad_norm: 2.5688 2022-02-09 16:02:34,745 - mmaction - INFO - Epoch [138][140/940] lr: 4.000e-02, eta: 1 day, 16:49:38, time: 1.163, data_time: 0.049, memory: 9497, top1_acc: 0.5301, top5_acc: 0.7584, loss_cls: 2.0582, loss: 2.0582, grad_norm: 2.5799 2022-02-09 16:02:58,080 - mmaction - INFO - Epoch [138][160/940] lr: 4.000e-02, eta: 1 day, 16:49:09, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.5111, top5_acc: 0.7486, loss_cls: 2.1112, loss: 2.1112, grad_norm: 2.6115 2022-02-09 16:03:21,424 - mmaction - INFO - Epoch [138][180/940] lr: 4.000e-02, eta: 1 day, 16:48:40, time: 1.167, data_time: 0.047, memory: 9497, top1_acc: 0.5348, top5_acc: 0.7568, loss_cls: 2.0347, loss: 2.0347, grad_norm: 2.5005 2022-02-09 16:03:44,912 - mmaction - INFO - Epoch [138][200/940] lr: 4.000e-02, eta: 1 day, 16:48:11, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5279, top5_acc: 0.7535, loss_cls: 2.0523, loss: 2.0523, grad_norm: 2.5239 2022-02-09 16:04:08,457 - mmaction - INFO - Epoch [138][220/940] lr: 4.000e-02, eta: 1 day, 16:47:43, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.5379, top5_acc: 0.7760, loss_cls: 1.9698, loss: 1.9698, grad_norm: 2.5831 2022-02-09 16:04:31,967 - mmaction - INFO - Epoch [138][240/940] lr: 4.000e-02, eta: 1 day, 16:47:14, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7566, loss_cls: 2.0699, loss: 2.0699, grad_norm: 2.5684 2022-02-09 16:04:55,440 - mmaction - INFO - Epoch [138][260/940] lr: 4.000e-02, eta: 1 day, 16:46:45, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5338, top5_acc: 0.7537, loss_cls: 2.0280, loss: 2.0280, grad_norm: 2.5190 2022-02-09 16:05:18,921 - mmaction - INFO - Epoch [138][280/940] lr: 4.000e-02, eta: 1 day, 16:46:16, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7518, loss_cls: 2.0733, loss: 2.0733, grad_norm: 2.5634 2022-02-09 16:05:42,534 - mmaction - INFO - Epoch [138][300/940] lr: 4.000e-02, eta: 1 day, 16:45:48, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.5383, top5_acc: 0.7625, loss_cls: 2.0046, loss: 2.0046, grad_norm: 2.4995 2022-02-09 16:06:05,974 - mmaction - INFO - Epoch [138][320/940] lr: 4.000e-02, eta: 1 day, 16:45:19, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5158, top5_acc: 0.7508, loss_cls: 2.0962, loss: 2.0962, grad_norm: 2.6044 2022-02-09 16:06:29,508 - mmaction - INFO - Epoch [138][340/940] lr: 4.000e-02, eta: 1 day, 16:44:50, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.5307, top5_acc: 0.7574, loss_cls: 2.0343, loss: 2.0343, grad_norm: 2.5527 2022-02-09 16:06:53,010 - mmaction - INFO - Epoch [138][360/940] lr: 4.000e-02, eta: 1 day, 16:44:22, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.5283, top5_acc: 0.7551, loss_cls: 2.0850, loss: 2.0850, grad_norm: 2.6373 2022-02-09 16:07:16,586 - mmaction - INFO - Epoch [138][380/940] lr: 4.000e-02, eta: 1 day, 16:43:53, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.5100, top5_acc: 0.7404, loss_cls: 2.1268, loss: 2.1268, grad_norm: 2.5892 2022-02-09 16:07:40,023 - mmaction - INFO - Epoch [138][400/940] lr: 4.000e-02, eta: 1 day, 16:43:24, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7477, loss_cls: 2.0894, loss: 2.0894, grad_norm: 2.5833 2022-02-09 16:08:03,685 - mmaction - INFO - Epoch [138][420/940] lr: 4.000e-02, eta: 1 day, 16:42:56, time: 1.183, data_time: 0.065, memory: 9497, top1_acc: 0.5264, top5_acc: 0.7625, loss_cls: 2.0255, loss: 2.0255, grad_norm: 2.4861 2022-02-09 16:08:27,311 - mmaction - INFO - Epoch [138][440/940] lr: 4.000e-02, eta: 1 day, 16:42:27, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7469, loss_cls: 2.0846, loss: 2.0846, grad_norm: 2.5896 2022-02-09 16:08:50,886 - mmaction - INFO - Epoch [138][460/940] lr: 4.000e-02, eta: 1 day, 16:41:58, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7527, loss_cls: 2.0982, loss: 2.0982, grad_norm: 2.5703 2022-02-09 16:09:14,364 - mmaction - INFO - Epoch [138][480/940] lr: 4.000e-02, eta: 1 day, 16:41:30, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7551, loss_cls: 2.0853, loss: 2.0853, grad_norm: 2.5518 2022-02-09 16:09:37,910 - mmaction - INFO - Epoch [138][500/940] lr: 4.000e-02, eta: 1 day, 16:41:01, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.5289, top5_acc: 0.7633, loss_cls: 2.0348, loss: 2.0348, grad_norm: 2.5437 2022-02-09 16:10:01,495 - mmaction - INFO - Epoch [138][520/940] lr: 4.000e-02, eta: 1 day, 16:40:32, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.5230, top5_acc: 0.7525, loss_cls: 2.0578, loss: 2.0578, grad_norm: 2.5571 2022-02-09 16:10:25,143 - mmaction - INFO - Epoch [138][540/940] lr: 4.000e-02, eta: 1 day, 16:40:04, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7549, loss_cls: 2.0479, loss: 2.0479, grad_norm: 2.5165 2022-02-09 16:10:48,691 - mmaction - INFO - Epoch [138][560/940] lr: 4.000e-02, eta: 1 day, 16:39:35, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7549, loss_cls: 2.0651, loss: 2.0651, grad_norm: 2.5328 2022-02-09 16:11:12,317 - mmaction - INFO - Epoch [138][580/940] lr: 4.000e-02, eta: 1 day, 16:39:06, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7492, loss_cls: 2.0639, loss: 2.0639, grad_norm: 2.5480 2022-02-09 16:11:35,849 - mmaction - INFO - Epoch [138][600/940] lr: 4.000e-02, eta: 1 day, 16:38:38, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7512, loss_cls: 2.0755, loss: 2.0755, grad_norm: 2.5594 2022-02-09 16:11:59,386 - mmaction - INFO - Epoch [138][620/940] lr: 4.000e-02, eta: 1 day, 16:38:09, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7510, loss_cls: 2.0929, loss: 2.0929, grad_norm: 2.5738 2022-02-09 16:12:23,012 - mmaction - INFO - Epoch [138][640/940] lr: 4.000e-02, eta: 1 day, 16:37:40, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.0899, loss: 2.0899, grad_norm: 2.5710 2022-02-09 16:12:46,571 - mmaction - INFO - Epoch [138][660/940] lr: 4.000e-02, eta: 1 day, 16:37:12, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7459, loss_cls: 2.1060, loss: 2.1060, grad_norm: 2.5995 2022-02-09 16:13:10,154 - mmaction - INFO - Epoch [138][680/940] lr: 4.000e-02, eta: 1 day, 16:36:43, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.5297, top5_acc: 0.7539, loss_cls: 2.0409, loss: 2.0409, grad_norm: 2.5097 2022-02-09 16:13:33,730 - mmaction - INFO - Epoch [138][700/940] lr: 4.000e-02, eta: 1 day, 16:36:14, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7521, loss_cls: 2.0593, loss: 2.0593, grad_norm: 2.5575 2022-02-09 16:13:57,216 - mmaction - INFO - Epoch [138][720/940] lr: 4.000e-02, eta: 1 day, 16:35:46, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.0970, loss: 2.0970, grad_norm: 2.5301 2022-02-09 16:14:20,713 - mmaction - INFO - Epoch [138][740/940] lr: 4.000e-02, eta: 1 day, 16:35:17, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.5082, top5_acc: 0.7373, loss_cls: 2.1481, loss: 2.1481, grad_norm: 2.5955 2022-02-09 16:14:44,241 - mmaction - INFO - Epoch [138][760/940] lr: 4.000e-02, eta: 1 day, 16:34:48, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.5152, top5_acc: 0.7529, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.5422 2022-02-09 16:15:07,866 - mmaction - INFO - Epoch [138][780/940] lr: 4.000e-02, eta: 1 day, 16:34:20, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.5342, top5_acc: 0.7590, loss_cls: 2.0598, loss: 2.0598, grad_norm: 2.5455 2022-02-09 16:15:31,597 - mmaction - INFO - Epoch [138][800/940] lr: 4.000e-02, eta: 1 day, 16:33:51, time: 1.187, data_time: 0.053, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7568, loss_cls: 2.0708, loss: 2.0708, grad_norm: 2.5566 2022-02-09 16:15:55,122 - mmaction - INFO - Epoch [138][820/940] lr: 4.000e-02, eta: 1 day, 16:33:23, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7553, loss_cls: 2.0590, loss: 2.0590, grad_norm: 2.5406 2022-02-09 16:16:18,783 - mmaction - INFO - Epoch [138][840/940] lr: 4.000e-02, eta: 1 day, 16:32:54, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.5326, top5_acc: 0.7553, loss_cls: 2.0567, loss: 2.0567, grad_norm: 2.4953 2022-02-09 16:16:42,493 - mmaction - INFO - Epoch [138][860/940] lr: 4.000e-02, eta: 1 day, 16:32:25, time: 1.185, data_time: 0.051, memory: 9497, top1_acc: 0.5266, top5_acc: 0.7555, loss_cls: 2.0635, loss: 2.0635, grad_norm: 2.5459 2022-02-09 16:17:06,160 - mmaction - INFO - Epoch [138][880/940] lr: 4.000e-02, eta: 1 day, 16:31:57, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7521, loss_cls: 2.0815, loss: 2.0815, grad_norm: 2.5436 2022-02-09 16:17:29,657 - mmaction - INFO - Epoch [138][900/940] lr: 4.000e-02, eta: 1 day, 16:31:28, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5279, top5_acc: 0.7537, loss_cls: 2.0331, loss: 2.0331, grad_norm: 2.5420 2022-02-09 16:17:53,292 - mmaction - INFO - Epoch [138][920/940] lr: 4.000e-02, eta: 1 day, 16:31:00, time: 1.182, data_time: 0.062, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7496, loss_cls: 2.0878, loss: 2.0878, grad_norm: 2.5807 2022-02-09 16:18:15,636 - mmaction - INFO - Epoch [138][940/940] lr: 4.000e-02, eta: 1 day, 16:30:30, time: 1.117, data_time: 0.053, memory: 9497, top1_acc: 0.5343, top5_acc: 0.7484, loss_cls: 2.0397, loss: 2.0397, grad_norm: 2.5374 2022-02-09 16:22:27,890 - mmaction - INFO - Epoch [139][20/940] lr: 4.000e-02, eta: 1 day, 16:33:14, time: 12.455, data_time: 10.924, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7576, loss_cls: 2.0510, loss: 2.0510, grad_norm: 2.5573 2022-02-09 16:22:51,022 - mmaction - INFO - Epoch [139][40/940] lr: 4.000e-02, eta: 1 day, 16:32:45, time: 1.156, data_time: 0.050, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7566, loss_cls: 2.0462, loss: 2.0462, grad_norm: 2.5349 2022-02-09 16:23:14,393 - mmaction - INFO - Epoch [139][60/940] lr: 4.000e-02, eta: 1 day, 16:32:16, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.5445, top5_acc: 0.7662, loss_cls: 1.9939, loss: 1.9939, grad_norm: 2.5802 2022-02-09 16:23:37,912 - mmaction - INFO - Epoch [139][80/940] lr: 4.000e-02, eta: 1 day, 16:31:48, time: 1.176, data_time: 0.044, memory: 9497, top1_acc: 0.5279, top5_acc: 0.7465, loss_cls: 2.0815, loss: 2.0815, grad_norm: 2.5700 2022-02-09 16:24:01,272 - mmaction - INFO - Epoch [139][100/940] lr: 4.000e-02, eta: 1 day, 16:31:19, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.5311, top5_acc: 0.7652, loss_cls: 2.0183, loss: 2.0183, grad_norm: 2.5364 2022-02-09 16:24:24,648 - mmaction - INFO - Epoch [139][120/940] lr: 4.000e-02, eta: 1 day, 16:30:50, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.5268, top5_acc: 0.7535, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.5838 2022-02-09 16:24:48,113 - mmaction - INFO - Epoch [139][140/940] lr: 4.000e-02, eta: 1 day, 16:30:21, time: 1.174, data_time: 0.046, memory: 9497, top1_acc: 0.5322, top5_acc: 0.7531, loss_cls: 2.0278, loss: 2.0278, grad_norm: 2.5491 2022-02-09 16:25:11,626 - mmaction - INFO - Epoch [139][160/940] lr: 4.000e-02, eta: 1 day, 16:29:52, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.5281, top5_acc: 0.7557, loss_cls: 2.0666, loss: 2.0666, grad_norm: 2.5143 2022-02-09 16:25:35,215 - mmaction - INFO - Epoch [139][180/940] lr: 4.000e-02, eta: 1 day, 16:29:24, time: 1.179, data_time: 0.049, memory: 9497, top1_acc: 0.5258, top5_acc: 0.7561, loss_cls: 2.0526, loss: 2.0526, grad_norm: 2.5737 2022-02-09 16:25:58,826 - mmaction - INFO - Epoch [139][200/940] lr: 4.000e-02, eta: 1 day, 16:28:55, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.5332, top5_acc: 0.7619, loss_cls: 2.0118, loss: 2.0118, grad_norm: 2.5426 2022-02-09 16:26:22,467 - mmaction - INFO - Epoch [139][220/940] lr: 4.000e-02, eta: 1 day, 16:28:26, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.5281, top5_acc: 0.7566, loss_cls: 2.0555, loss: 2.0555, grad_norm: 2.5580 2022-02-09 16:26:46,040 - mmaction - INFO - Epoch [139][240/940] lr: 4.000e-02, eta: 1 day, 16:27:58, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7539, loss_cls: 2.0502, loss: 2.0502, grad_norm: 2.6057 2022-02-09 16:27:09,649 - mmaction - INFO - Epoch [139][260/940] lr: 4.000e-02, eta: 1 day, 16:27:29, time: 1.181, data_time: 0.052, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7543, loss_cls: 2.0569, loss: 2.0569, grad_norm: 2.5779 2022-02-09 16:27:33,181 - mmaction - INFO - Epoch [139][280/940] lr: 4.000e-02, eta: 1 day, 16:27:00, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5285, top5_acc: 0.7621, loss_cls: 2.0295, loss: 2.0295, grad_norm: 2.5528 2022-02-09 16:27:56,825 - mmaction - INFO - Epoch [139][300/940] lr: 4.000e-02, eta: 1 day, 16:26:32, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7502, loss_cls: 2.0984, loss: 2.0984, grad_norm: 2.6362 2022-02-09 16:28:20,497 - mmaction - INFO - Epoch [139][320/940] lr: 4.000e-02, eta: 1 day, 16:26:03, time: 1.184, data_time: 0.050, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7592, loss_cls: 2.0606, loss: 2.0606, grad_norm: 2.6008 2022-02-09 16:28:43,901 - mmaction - INFO - Epoch [139][340/940] lr: 4.000e-02, eta: 1 day, 16:25:34, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.5281, top5_acc: 0.7561, loss_cls: 2.0604, loss: 2.0604, grad_norm: 2.5853 2022-02-09 16:29:07,430 - mmaction - INFO - Epoch [139][360/940] lr: 4.000e-02, eta: 1 day, 16:25:06, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.5293, top5_acc: 0.7570, loss_cls: 2.0554, loss: 2.0554, grad_norm: 2.5417 2022-02-09 16:29:30,995 - mmaction - INFO - Epoch [139][380/940] lr: 4.000e-02, eta: 1 day, 16:24:37, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.5297, top5_acc: 0.7611, loss_cls: 2.0341, loss: 2.0341, grad_norm: 2.5948 2022-02-09 16:29:54,518 - mmaction - INFO - Epoch [139][400/940] lr: 4.000e-02, eta: 1 day, 16:24:08, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5371, top5_acc: 0.7639, loss_cls: 2.0274, loss: 2.0274, grad_norm: 2.5446 2022-02-09 16:30:18,079 - mmaction - INFO - Epoch [139][420/940] lr: 4.000e-02, eta: 1 day, 16:23:40, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.5355, top5_acc: 0.7600, loss_cls: 2.0338, loss: 2.0338, grad_norm: 2.5756 2022-02-09 16:30:41,507 - mmaction - INFO - Epoch [139][440/940] lr: 4.000e-02, eta: 1 day, 16:23:11, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7521, loss_cls: 2.0691, loss: 2.0691, grad_norm: 2.5992 2022-02-09 16:31:05,043 - mmaction - INFO - Epoch [139][460/940] lr: 4.000e-02, eta: 1 day, 16:22:42, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7492, loss_cls: 2.1019, loss: 2.1019, grad_norm: 2.5231 2022-02-09 16:31:28,650 - mmaction - INFO - Epoch [139][480/940] lr: 4.000e-02, eta: 1 day, 16:22:14, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.5213, top5_acc: 0.7521, loss_cls: 2.0653, loss: 2.0653, grad_norm: 2.5481 2022-02-09 16:31:52,333 - mmaction - INFO - Epoch [139][500/940] lr: 4.000e-02, eta: 1 day, 16:21:45, time: 1.184, data_time: 0.052, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7512, loss_cls: 2.0948, loss: 2.0948, grad_norm: 2.5372 2022-02-09 16:32:15,888 - mmaction - INFO - Epoch [139][520/940] lr: 4.000e-02, eta: 1 day, 16:21:16, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7525, loss_cls: 2.0715, loss: 2.0715, grad_norm: 2.5409 2022-02-09 16:32:39,534 - mmaction - INFO - Epoch [139][540/940] lr: 4.000e-02, eta: 1 day, 16:20:48, time: 1.182, data_time: 0.050, memory: 9497, top1_acc: 0.5262, top5_acc: 0.7549, loss_cls: 2.0452, loss: 2.0452, grad_norm: 2.5913 2022-02-09 16:33:03,359 - mmaction - INFO - Epoch [139][560/940] lr: 4.000e-02, eta: 1 day, 16:20:19, time: 1.192, data_time: 0.052, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7436, loss_cls: 2.1026, loss: 2.1026, grad_norm: 2.5926 2022-02-09 16:33:27,196 - mmaction - INFO - Epoch [139][580/940] lr: 4.000e-02, eta: 1 day, 16:19:51, time: 1.191, data_time: 0.055, memory: 9497, top1_acc: 0.5213, top5_acc: 0.7494, loss_cls: 2.0889, loss: 2.0889, grad_norm: 2.5588 2022-02-09 16:33:50,885 - mmaction - INFO - Epoch [139][600/940] lr: 4.000e-02, eta: 1 day, 16:19:22, time: 1.185, data_time: 0.057, memory: 9497, top1_acc: 0.5309, top5_acc: 0.7658, loss_cls: 2.0186, loss: 2.0186, grad_norm: 2.5300 2022-02-09 16:34:14,611 - mmaction - INFO - Epoch [139][620/940] lr: 4.000e-02, eta: 1 day, 16:18:54, time: 1.185, data_time: 0.056, memory: 9497, top1_acc: 0.5137, top5_acc: 0.7547, loss_cls: 2.0910, loss: 2.0910, grad_norm: 2.5468 2022-02-09 16:34:38,388 - mmaction - INFO - Epoch [139][640/940] lr: 4.000e-02, eta: 1 day, 16:18:25, time: 1.190, data_time: 0.059, memory: 9497, top1_acc: 0.5221, top5_acc: 0.7531, loss_cls: 2.0563, loss: 2.0563, grad_norm: 2.5412 2022-02-09 16:35:02,036 - mmaction - INFO - Epoch [139][660/940] lr: 4.000e-02, eta: 1 day, 16:17:57, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7521, loss_cls: 2.0976, loss: 2.0976, grad_norm: 2.6014 2022-02-09 16:35:25,757 - mmaction - INFO - Epoch [139][680/940] lr: 4.000e-02, eta: 1 day, 16:17:28, time: 1.185, data_time: 0.067, memory: 9497, top1_acc: 0.5242, top5_acc: 0.7545, loss_cls: 2.0763, loss: 2.0763, grad_norm: 2.5810 2022-02-09 16:35:49,370 - mmaction - INFO - Epoch [139][700/940] lr: 4.000e-02, eta: 1 day, 16:17:00, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7439, loss_cls: 2.0925, loss: 2.0925, grad_norm: 2.5583 2022-02-09 16:36:12,884 - mmaction - INFO - Epoch [139][720/940] lr: 4.000e-02, eta: 1 day, 16:16:31, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.5184, top5_acc: 0.7486, loss_cls: 2.0946, loss: 2.0946, grad_norm: 2.5468 2022-02-09 16:36:36,414 - mmaction - INFO - Epoch [139][740/940] lr: 4.000e-02, eta: 1 day, 16:16:02, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7449, loss_cls: 2.0984, loss: 2.0984, grad_norm: 2.6182 2022-02-09 16:36:59,960 - mmaction - INFO - Epoch [139][760/940] lr: 4.000e-02, eta: 1 day, 16:15:34, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7537, loss_cls: 2.0825, loss: 2.0825, grad_norm: 2.5885 2022-02-09 16:37:23,582 - mmaction - INFO - Epoch [139][780/940] lr: 4.000e-02, eta: 1 day, 16:15:05, time: 1.181, data_time: 0.052, memory: 9497, top1_acc: 0.5254, top5_acc: 0.7529, loss_cls: 2.0689, loss: 2.0689, grad_norm: 2.5353 2022-02-09 16:37:47,221 - mmaction - INFO - Epoch [139][800/940] lr: 4.000e-02, eta: 1 day, 16:14:37, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.5115, top5_acc: 0.7535, loss_cls: 2.0880, loss: 2.0880, grad_norm: 2.6080 2022-02-09 16:38:10,883 - mmaction - INFO - Epoch [139][820/940] lr: 4.000e-02, eta: 1 day, 16:14:08, time: 1.182, data_time: 0.062, memory: 9497, top1_acc: 0.5248, top5_acc: 0.7562, loss_cls: 2.0577, loss: 2.0577, grad_norm: 2.5323 2022-02-09 16:38:34,487 - mmaction - INFO - Epoch [139][840/940] lr: 4.000e-02, eta: 1 day, 16:13:39, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7502, loss_cls: 2.0830, loss: 2.0830, grad_norm: 2.5567 2022-02-09 16:38:58,263 - mmaction - INFO - Epoch [139][860/940] lr: 4.000e-02, eta: 1 day, 16:13:11, time: 1.189, data_time: 0.061, memory: 9497, top1_acc: 0.5221, top5_acc: 0.7535, loss_cls: 2.0655, loss: 2.0655, grad_norm: 2.5266 2022-02-09 16:39:21,907 - mmaction - INFO - Epoch [139][880/940] lr: 4.000e-02, eta: 1 day, 16:12:42, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7520, loss_cls: 2.0785, loss: 2.0785, grad_norm: 2.6274 2022-02-09 16:39:45,549 - mmaction - INFO - Epoch [139][900/940] lr: 4.000e-02, eta: 1 day, 16:12:14, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.5088, top5_acc: 0.7492, loss_cls: 2.1040, loss: 2.1040, grad_norm: 2.5756 2022-02-09 16:40:09,155 - mmaction - INFO - Epoch [139][920/940] lr: 4.000e-02, eta: 1 day, 16:11:45, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.5170, top5_acc: 0.7492, loss_cls: 2.1051, loss: 2.1051, grad_norm: 2.5968 2022-02-09 16:40:31,511 - mmaction - INFO - Epoch [139][940/940] lr: 4.000e-02, eta: 1 day, 16:11:16, time: 1.118, data_time: 0.052, memory: 9497, top1_acc: 0.5110, top5_acc: 0.7421, loss_cls: 2.1184, loss: 2.1184, grad_norm: 2.5768 2022-02-09 16:44:02,919 - mmaction - INFO - Epoch [140][20/940] lr: 4.000e-02, eta: 1 day, 16:13:21, time: 10.345, data_time: 7.469, memory: 9497, top1_acc: 0.5312, top5_acc: 0.7480, loss_cls: 2.0936, loss: 2.0936, grad_norm: 2.5203 2022-02-09 16:44:26,091 - mmaction - INFO - Epoch [140][40/940] lr: 4.000e-02, eta: 1 day, 16:12:52, time: 1.159, data_time: 0.042, memory: 9497, top1_acc: 0.5254, top5_acc: 0.7561, loss_cls: 2.0648, loss: 2.0648, grad_norm: 2.5459 2022-02-09 16:44:49,304 - mmaction - INFO - Epoch [140][60/940] lr: 4.000e-02, eta: 1 day, 16:12:23, time: 1.161, data_time: 0.044, memory: 9497, top1_acc: 0.5332, top5_acc: 0.7580, loss_cls: 2.0338, loss: 2.0338, grad_norm: 2.5610 2022-02-09 16:45:12,672 - mmaction - INFO - Epoch [140][80/940] lr: 4.000e-02, eta: 1 day, 16:11:55, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 2.0422, loss: 2.0422, grad_norm: 2.6101 2022-02-09 16:45:35,983 - mmaction - INFO - Epoch [140][100/940] lr: 4.000e-02, eta: 1 day, 16:11:26, time: 1.165, data_time: 0.045, memory: 9497, top1_acc: 0.5457, top5_acc: 0.7734, loss_cls: 1.9442, loss: 1.9442, grad_norm: 2.5059 2022-02-09 16:45:59,422 - mmaction - INFO - Epoch [140][120/940] lr: 4.000e-02, eta: 1 day, 16:10:57, time: 1.172, data_time: 0.046, memory: 9497, top1_acc: 0.5344, top5_acc: 0.7627, loss_cls: 2.0063, loss: 2.0063, grad_norm: 2.5537 2022-02-09 16:46:22,765 - mmaction - INFO - Epoch [140][140/940] lr: 4.000e-02, eta: 1 day, 16:10:28, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.5322, top5_acc: 0.7547, loss_cls: 2.0425, loss: 2.0425, grad_norm: 2.5953 2022-02-09 16:46:46,231 - mmaction - INFO - Epoch [140][160/940] lr: 4.000e-02, eta: 1 day, 16:09:59, time: 1.173, data_time: 0.047, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7490, loss_cls: 2.0816, loss: 2.0816, grad_norm: 2.5847 2022-02-09 16:47:09,655 - mmaction - INFO - Epoch [140][180/940] lr: 4.000e-02, eta: 1 day, 16:09:31, time: 1.171, data_time: 0.045, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7510, loss_cls: 2.0638, loss: 2.0638, grad_norm: 2.5388 2022-02-09 16:47:33,150 - mmaction - INFO - Epoch [140][200/940] lr: 4.000e-02, eta: 1 day, 16:09:02, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5332, top5_acc: 0.7625, loss_cls: 2.0260, loss: 2.0260, grad_norm: 2.5496 2022-02-09 16:47:56,705 - mmaction - INFO - Epoch [140][220/940] lr: 4.000e-02, eta: 1 day, 16:08:33, time: 1.179, data_time: 0.042, memory: 9497, top1_acc: 0.5312, top5_acc: 0.7660, loss_cls: 1.9990, loss: 1.9990, grad_norm: 2.5698 2022-02-09 16:48:20,213 - mmaction - INFO - Epoch [140][240/940] lr: 4.000e-02, eta: 1 day, 16:08:04, time: 1.175, data_time: 0.044, memory: 9497, top1_acc: 0.5188, top5_acc: 0.7428, loss_cls: 2.1084, loss: 2.1084, grad_norm: 2.5532 2022-02-09 16:48:43,664 - mmaction - INFO - Epoch [140][260/940] lr: 4.000e-02, eta: 1 day, 16:07:36, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.5281, top5_acc: 0.7615, loss_cls: 2.0165, loss: 2.0165, grad_norm: 2.5689 2022-02-09 16:49:07,102 - mmaction - INFO - Epoch [140][280/940] lr: 4.000e-02, eta: 1 day, 16:07:07, time: 1.172, data_time: 0.045, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7555, loss_cls: 2.0509, loss: 2.0509, grad_norm: 2.5911 2022-02-09 16:49:30,646 - mmaction - INFO - Epoch [140][300/940] lr: 4.000e-02, eta: 1 day, 16:06:38, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7555, loss_cls: 2.0681, loss: 2.0681, grad_norm: 2.5272 2022-02-09 16:49:54,181 - mmaction - INFO - Epoch [140][320/940] lr: 4.000e-02, eta: 1 day, 16:06:10, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.5371, top5_acc: 0.7617, loss_cls: 2.0267, loss: 2.0267, grad_norm: 2.5586 2022-02-09 16:50:17,772 - mmaction - INFO - Epoch [140][340/940] lr: 4.000e-02, eta: 1 day, 16:05:41, time: 1.179, data_time: 0.048, memory: 9497, top1_acc: 0.5355, top5_acc: 0.7596, loss_cls: 2.0322, loss: 2.0322, grad_norm: 2.5334 2022-02-09 16:50:41,379 - mmaction - INFO - Epoch [140][360/940] lr: 4.000e-02, eta: 1 day, 16:05:12, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7568, loss_cls: 2.0452, loss: 2.0452, grad_norm: 2.5663 2022-02-09 16:51:04,888 - mmaction - INFO - Epoch [140][380/940] lr: 4.000e-02, eta: 1 day, 16:04:44, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5234, top5_acc: 0.7502, loss_cls: 2.0785, loss: 2.0785, grad_norm: 2.5508 2022-02-09 16:51:28,342 - mmaction - INFO - Epoch [140][400/940] lr: 4.000e-02, eta: 1 day, 16:04:15, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7533, loss_cls: 2.0630, loss: 2.0630, grad_norm: 2.5704 2022-02-09 16:51:51,822 - mmaction - INFO - Epoch [140][420/940] lr: 4.000e-02, eta: 1 day, 16:03:46, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.5283, top5_acc: 0.7559, loss_cls: 2.0475, loss: 2.0475, grad_norm: 2.5761 2022-02-09 16:52:15,309 - mmaction - INFO - Epoch [140][440/940] lr: 4.000e-02, eta: 1 day, 16:03:18, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7482, loss_cls: 2.1078, loss: 2.1078, grad_norm: 2.6079 2022-02-09 16:52:38,841 - mmaction - INFO - Epoch [140][460/940] lr: 4.000e-02, eta: 1 day, 16:02:49, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.5354, top5_acc: 0.7596, loss_cls: 2.0102, loss: 2.0102, grad_norm: 2.5485 2022-02-09 16:53:02,348 - mmaction - INFO - Epoch [140][480/940] lr: 4.000e-02, eta: 1 day, 16:02:20, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7484, loss_cls: 2.0724, loss: 2.0724, grad_norm: 2.6145 2022-02-09 16:53:25,887 - mmaction - INFO - Epoch [140][500/940] lr: 4.000e-02, eta: 1 day, 16:01:52, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7586, loss_cls: 2.0735, loss: 2.0735, grad_norm: 2.5679 2022-02-09 16:53:49,411 - mmaction - INFO - Epoch [140][520/940] lr: 4.000e-02, eta: 1 day, 16:01:23, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.5227, top5_acc: 0.7514, loss_cls: 2.0705, loss: 2.0705, grad_norm: 2.5863 2022-02-09 16:54:12,951 - mmaction - INFO - Epoch [140][540/940] lr: 4.000e-02, eta: 1 day, 16:00:54, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.5186, top5_acc: 0.7578, loss_cls: 2.0616, loss: 2.0616, grad_norm: 2.5689 2022-02-09 16:54:36,564 - mmaction - INFO - Epoch [140][560/940] lr: 4.000e-02, eta: 1 day, 16:00:26, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.5295, top5_acc: 0.7604, loss_cls: 2.0176, loss: 2.0176, grad_norm: 2.5372 2022-02-09 16:55:00,075 - mmaction - INFO - Epoch [140][580/940] lr: 4.000e-02, eta: 1 day, 15:59:57, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.5307, top5_acc: 0.7635, loss_cls: 2.0175, loss: 2.0175, grad_norm: 2.5677 2022-02-09 16:55:23,752 - mmaction - INFO - Epoch [140][600/940] lr: 4.000e-02, eta: 1 day, 15:59:28, time: 1.184, data_time: 0.058, memory: 9497, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.0914, loss: 2.0914, grad_norm: 2.5637 2022-02-09 16:55:47,310 - mmaction - INFO - Epoch [140][620/940] lr: 4.000e-02, eta: 1 day, 15:59:00, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7533, loss_cls: 2.0701, loss: 2.0701, grad_norm: 2.6068 2022-02-09 16:56:10,933 - mmaction - INFO - Epoch [140][640/940] lr: 4.000e-02, eta: 1 day, 15:58:31, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.5334, top5_acc: 0.7561, loss_cls: 2.0343, loss: 2.0343, grad_norm: 2.5421 2022-02-09 16:56:34,589 - mmaction - INFO - Epoch [140][660/940] lr: 4.000e-02, eta: 1 day, 15:58:03, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7496, loss_cls: 2.0999, loss: 2.0999, grad_norm: 2.5940 2022-02-09 16:56:58,289 - mmaction - INFO - Epoch [140][680/940] lr: 4.000e-02, eta: 1 day, 15:57:34, time: 1.186, data_time: 0.056, memory: 9497, top1_acc: 0.5248, top5_acc: 0.7580, loss_cls: 2.0422, loss: 2.0422, grad_norm: 2.5777 2022-02-09 16:57:21,939 - mmaction - INFO - Epoch [140][700/940] lr: 4.000e-02, eta: 1 day, 15:57:06, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.5209, top5_acc: 0.7566, loss_cls: 2.0653, loss: 2.0653, grad_norm: 2.5966 2022-02-09 16:57:45,485 - mmaction - INFO - Epoch [140][720/940] lr: 4.000e-02, eta: 1 day, 15:56:37, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7627, loss_cls: 2.0400, loss: 2.0400, grad_norm: 2.5215 2022-02-09 16:58:09,081 - mmaction - INFO - Epoch [140][740/940] lr: 4.000e-02, eta: 1 day, 15:56:08, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.5348, top5_acc: 0.7590, loss_cls: 2.0404, loss: 2.0404, grad_norm: 2.4951 2022-02-09 16:58:32,639 - mmaction - INFO - Epoch [140][760/940] lr: 4.000e-02, eta: 1 day, 15:55:40, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7451, loss_cls: 2.0530, loss: 2.0530, grad_norm: 2.5182 2022-02-09 16:58:56,196 - mmaction - INFO - Epoch [140][780/940] lr: 4.000e-02, eta: 1 day, 15:55:11, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5248, top5_acc: 0.7545, loss_cls: 2.0471, loss: 2.0471, grad_norm: 2.5276 2022-02-09 16:59:19,724 - mmaction - INFO - Epoch [140][800/940] lr: 4.000e-02, eta: 1 day, 15:54:43, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7592, loss_cls: 2.0420, loss: 2.0420, grad_norm: 2.5709 2022-02-09 16:59:43,333 - mmaction - INFO - Epoch [140][820/940] lr: 4.000e-02, eta: 1 day, 15:54:14, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7473, loss_cls: 2.0793, loss: 2.0793, grad_norm: 2.5539 2022-02-09 17:00:08,210 - mmaction - INFO - Epoch [140][840/940] lr: 4.000e-02, eta: 1 day, 15:53:46, time: 1.244, data_time: 0.054, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7549, loss_cls: 2.0718, loss: 2.0718, grad_norm: 2.6175 2022-02-09 17:00:31,963 - mmaction - INFO - Epoch [140][860/940] lr: 4.000e-02, eta: 1 day, 15:53:18, time: 1.188, data_time: 0.049, memory: 9497, top1_acc: 0.5168, top5_acc: 0.7516, loss_cls: 2.1003, loss: 2.1003, grad_norm: 2.5588 2022-02-09 17:00:55,607 - mmaction - INFO - Epoch [140][880/940] lr: 4.000e-02, eta: 1 day, 15:52:49, time: 1.182, data_time: 0.050, memory: 9497, top1_acc: 0.5283, top5_acc: 0.7482, loss_cls: 2.0647, loss: 2.0647, grad_norm: 2.5498 2022-02-09 17:01:19,207 - mmaction - INFO - Epoch [140][900/940] lr: 4.000e-02, eta: 1 day, 15:52:21, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.5299, top5_acc: 0.7535, loss_cls: 2.0368, loss: 2.0368, grad_norm: 2.5537 2022-02-09 17:01:42,780 - mmaction - INFO - Epoch [140][920/940] lr: 4.000e-02, eta: 1 day, 15:51:52, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7518, loss_cls: 2.0761, loss: 2.0761, grad_norm: 2.5473 2022-02-09 17:02:05,110 - mmaction - INFO - Epoch [140][940/940] lr: 4.000e-02, eta: 1 day, 15:51:23, time: 1.117, data_time: 0.054, memory: 9497, top1_acc: 0.5239, top5_acc: 0.7559, loss_cls: 2.0872, loss: 2.0872, grad_norm: 2.5887 2022-02-09 17:02:09,087 - mmaction - INFO - Saving checkpoint at 140 epochs 2022-02-09 17:04:58,503 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 17:04:59,298 - mmaction - INFO - top1_acc 0.5525 top5_acc 0.7981 2022-02-09 17:04:59,298 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 17:04:59,337 - mmaction - INFO - mean_acc 0.5523 2022-02-09 17:04:59,344 - mmaction - INFO - Epoch(val) [140][78] top1_acc: 0.5525, top5_acc: 0.7981, mean_class_accuracy: 0.5523 2022-02-09 17:07:24,465 - mmaction - INFO - Epoch [141][20/940] lr: 4.000e-02, eta: 1 day, 15:52:35, time: 7.254, data_time: 6.044, memory: 9497, top1_acc: 0.5352, top5_acc: 0.7635, loss_cls: 2.0126, loss: 2.0126, grad_norm: 2.5413 2022-02-09 17:07:47,483 - mmaction - INFO - Epoch [141][40/940] lr: 4.000e-02, eta: 1 day, 15:52:06, time: 1.151, data_time: 0.048, memory: 9497, top1_acc: 0.5240, top5_acc: 0.7596, loss_cls: 2.0499, loss: 2.0499, grad_norm: 2.5892 2022-02-09 17:08:10,517 - mmaction - INFO - Epoch [141][60/940] lr: 4.000e-02, eta: 1 day, 15:51:37, time: 1.152, data_time: 0.042, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7527, loss_cls: 2.0644, loss: 2.0644, grad_norm: 2.5622 2022-02-09 17:08:33,695 - mmaction - INFO - Epoch [141][80/940] lr: 4.000e-02, eta: 1 day, 15:51:08, time: 1.158, data_time: 0.044, memory: 9497, top1_acc: 0.5240, top5_acc: 0.7646, loss_cls: 2.0374, loss: 2.0374, grad_norm: 2.5523 2022-02-09 17:08:56,914 - mmaction - INFO - Epoch [141][100/940] lr: 4.000e-02, eta: 1 day, 15:50:39, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.5326, top5_acc: 0.7648, loss_cls: 1.9982, loss: 1.9982, grad_norm: 2.5525 2022-02-09 17:09:20,174 - mmaction - INFO - Epoch [141][120/940] lr: 4.000e-02, eta: 1 day, 15:50:10, time: 1.163, data_time: 0.048, memory: 9497, top1_acc: 0.5332, top5_acc: 0.7580, loss_cls: 2.0243, loss: 2.0243, grad_norm: 2.5783 2022-02-09 17:09:43,476 - mmaction - INFO - Epoch [141][140/940] lr: 4.000e-02, eta: 1 day, 15:49:41, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7588, loss_cls: 2.0880, loss: 2.0880, grad_norm: 2.6125 2022-02-09 17:10:06,780 - mmaction - INFO - Epoch [141][160/940] lr: 4.000e-02, eta: 1 day, 15:49:12, time: 1.164, data_time: 0.051, memory: 9497, top1_acc: 0.5240, top5_acc: 0.7590, loss_cls: 2.0504, loss: 2.0504, grad_norm: 2.5490 2022-02-09 17:10:30,165 - mmaction - INFO - Epoch [141][180/940] lr: 4.000e-02, eta: 1 day, 15:48:43, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7568, loss_cls: 2.0417, loss: 2.0417, grad_norm: 2.5627 2022-02-09 17:10:53,636 - mmaction - INFO - Epoch [141][200/940] lr: 4.000e-02, eta: 1 day, 15:48:15, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5334, top5_acc: 0.7518, loss_cls: 2.0369, loss: 2.0369, grad_norm: 2.5534 2022-02-09 17:11:16,957 - mmaction - INFO - Epoch [141][220/940] lr: 4.000e-02, eta: 1 day, 15:47:46, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.5291, top5_acc: 0.7623, loss_cls: 2.0313, loss: 2.0313, grad_norm: 2.5933 2022-02-09 17:11:40,316 - mmaction - INFO - Epoch [141][240/940] lr: 4.000e-02, eta: 1 day, 15:47:17, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.5312, top5_acc: 0.7588, loss_cls: 2.0326, loss: 2.0326, grad_norm: 2.5290 2022-02-09 17:12:03,730 - mmaction - INFO - Epoch [141][260/940] lr: 4.000e-02, eta: 1 day, 15:46:48, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.5285, top5_acc: 0.7535, loss_cls: 2.0517, loss: 2.0517, grad_norm: 2.5511 2022-02-09 17:12:27,185 - mmaction - INFO - Epoch [141][280/940] lr: 4.000e-02, eta: 1 day, 15:46:20, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7576, loss_cls: 2.0348, loss: 2.0348, grad_norm: 2.6215 2022-02-09 17:12:50,648 - mmaction - INFO - Epoch [141][300/940] lr: 4.000e-02, eta: 1 day, 15:45:51, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.5248, top5_acc: 0.7510, loss_cls: 2.0796, loss: 2.0796, grad_norm: 2.5894 2022-02-09 17:13:14,137 - mmaction - INFO - Epoch [141][320/940] lr: 4.000e-02, eta: 1 day, 15:45:22, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5213, top5_acc: 0.7549, loss_cls: 2.0659, loss: 2.0659, grad_norm: 2.5752 2022-02-09 17:13:37,830 - mmaction - INFO - Epoch [141][340/940] lr: 4.000e-02, eta: 1 day, 15:44:54, time: 1.184, data_time: 0.056, memory: 9497, top1_acc: 0.5283, top5_acc: 0.7514, loss_cls: 2.0584, loss: 2.0584, grad_norm: 2.5117 2022-02-09 17:14:01,622 - mmaction - INFO - Epoch [141][360/940] lr: 4.000e-02, eta: 1 day, 15:44:25, time: 1.190, data_time: 0.059, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7459, loss_cls: 2.0863, loss: 2.0863, grad_norm: 2.6076 2022-02-09 17:14:25,123 - mmaction - INFO - Epoch [141][380/940] lr: 4.000e-02, eta: 1 day, 15:43:57, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.5359, top5_acc: 0.7633, loss_cls: 1.9964, loss: 1.9964, grad_norm: 2.5564 2022-02-09 17:14:48,933 - mmaction - INFO - Epoch [141][400/940] lr: 4.000e-02, eta: 1 day, 15:43:28, time: 1.191, data_time: 0.060, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7447, loss_cls: 2.1060, loss: 2.1060, grad_norm: 2.5394 2022-02-09 17:15:12,528 - mmaction - INFO - Epoch [141][420/940] lr: 4.000e-02, eta: 1 day, 15:43:00, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5234, top5_acc: 0.7549, loss_cls: 2.0674, loss: 2.0674, grad_norm: 2.6270 2022-02-09 17:15:36,177 - mmaction - INFO - Epoch [141][440/940] lr: 4.000e-02, eta: 1 day, 15:42:31, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.5053, top5_acc: 0.7535, loss_cls: 2.1119, loss: 2.1119, grad_norm: 2.6276 2022-02-09 17:15:59,892 - mmaction - INFO - Epoch [141][460/940] lr: 4.000e-02, eta: 1 day, 15:42:03, time: 1.186, data_time: 0.058, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7555, loss_cls: 2.0891, loss: 2.0891, grad_norm: 2.5181 2022-02-09 17:16:23,499 - mmaction - INFO - Epoch [141][480/940] lr: 4.000e-02, eta: 1 day, 15:41:34, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7465, loss_cls: 2.1048, loss: 2.1048, grad_norm: 2.5817 2022-02-09 17:16:47,024 - mmaction - INFO - Epoch [141][500/940] lr: 4.000e-02, eta: 1 day, 15:41:06, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7670, loss_cls: 2.0096, loss: 2.0096, grad_norm: 2.5515 2022-02-09 17:17:10,440 - mmaction - INFO - Epoch [141][520/940] lr: 4.000e-02, eta: 1 day, 15:40:37, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7508, loss_cls: 2.0588, loss: 2.0588, grad_norm: 2.5103 2022-02-09 17:17:33,945 - mmaction - INFO - Epoch [141][540/940] lr: 4.000e-02, eta: 1 day, 15:40:08, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7547, loss_cls: 2.0754, loss: 2.0754, grad_norm: 2.5689 2022-02-09 17:17:57,378 - mmaction - INFO - Epoch [141][560/940] lr: 4.000e-02, eta: 1 day, 15:39:40, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.5289, top5_acc: 0.7557, loss_cls: 2.0759, loss: 2.0759, grad_norm: 2.5871 2022-02-09 17:18:20,757 - mmaction - INFO - Epoch [141][580/940] lr: 4.000e-02, eta: 1 day, 15:39:11, time: 1.168, data_time: 0.058, memory: 9497, top1_acc: 0.5166, top5_acc: 0.7559, loss_cls: 2.0783, loss: 2.0783, grad_norm: 2.6097 2022-02-09 17:18:44,138 - mmaction - INFO - Epoch [141][600/940] lr: 4.000e-02, eta: 1 day, 15:38:42, time: 1.169, data_time: 0.061, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7533, loss_cls: 2.0641, loss: 2.0641, grad_norm: 2.5977 2022-02-09 17:19:07,571 - mmaction - INFO - Epoch [141][620/940] lr: 4.000e-02, eta: 1 day, 15:38:13, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.5285, top5_acc: 0.7607, loss_cls: 2.0445, loss: 2.0445, grad_norm: 2.5500 2022-02-09 17:19:30,970 - mmaction - INFO - Epoch [141][640/940] lr: 4.000e-02, eta: 1 day, 15:37:45, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7520, loss_cls: 2.0718, loss: 2.0718, grad_norm: 2.5617 2022-02-09 17:19:54,450 - mmaction - INFO - Epoch [141][660/940] lr: 4.000e-02, eta: 1 day, 15:37:16, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7584, loss_cls: 2.0547, loss: 2.0547, grad_norm: 2.6123 2022-02-09 17:20:17,920 - mmaction - INFO - Epoch [141][680/940] lr: 4.000e-02, eta: 1 day, 15:36:47, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.5209, top5_acc: 0.7492, loss_cls: 2.0661, loss: 2.0661, grad_norm: 2.5873 2022-02-09 17:20:41,379 - mmaction - INFO - Epoch [141][700/940] lr: 4.000e-02, eta: 1 day, 15:36:19, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.5256, top5_acc: 0.7564, loss_cls: 2.0498, loss: 2.0498, grad_norm: 2.5994 2022-02-09 17:21:04,768 - mmaction - INFO - Epoch [141][720/940] lr: 4.000e-02, eta: 1 day, 15:35:50, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.5297, top5_acc: 0.7527, loss_cls: 2.0389, loss: 2.0389, grad_norm: 2.5971 2022-02-09 17:21:28,176 - mmaction - INFO - Epoch [141][740/940] lr: 4.000e-02, eta: 1 day, 15:35:21, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7598, loss_cls: 2.0439, loss: 2.0439, grad_norm: 2.5755 2022-02-09 17:21:51,727 - mmaction - INFO - Epoch [141][760/940] lr: 4.000e-02, eta: 1 day, 15:34:53, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7500, loss_cls: 2.0921, loss: 2.0921, grad_norm: 2.5273 2022-02-09 17:22:15,333 - mmaction - INFO - Epoch [141][780/940] lr: 4.000e-02, eta: 1 day, 15:34:24, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.5311, top5_acc: 0.7545, loss_cls: 2.0407, loss: 2.0407, grad_norm: 2.5068 2022-02-09 17:22:38,751 - mmaction - INFO - Epoch [141][800/940] lr: 4.000e-02, eta: 1 day, 15:33:55, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.5186, top5_acc: 0.7535, loss_cls: 2.0587, loss: 2.0587, grad_norm: 2.5836 2022-02-09 17:23:02,224 - mmaction - INFO - Epoch [141][820/940] lr: 4.000e-02, eta: 1 day, 15:33:27, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.5109, top5_acc: 0.7475, loss_cls: 2.0833, loss: 2.0833, grad_norm: 2.5891 2022-02-09 17:23:25,780 - mmaction - INFO - Epoch [141][840/940] lr: 4.000e-02, eta: 1 day, 15:32:58, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.5309, top5_acc: 0.7600, loss_cls: 2.0711, loss: 2.0711, grad_norm: 2.6016 2022-02-09 17:23:49,388 - mmaction - INFO - Epoch [141][860/940] lr: 4.000e-02, eta: 1 day, 15:32:30, time: 1.181, data_time: 0.065, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7484, loss_cls: 2.0711, loss: 2.0711, grad_norm: 2.5968 2022-02-09 17:24:12,931 - mmaction - INFO - Epoch [141][880/940] lr: 4.000e-02, eta: 1 day, 15:32:01, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.5121, top5_acc: 0.7537, loss_cls: 2.1099, loss: 2.1099, grad_norm: 2.5956 2022-02-09 17:24:36,450 - mmaction - INFO - Epoch [141][900/940] lr: 4.000e-02, eta: 1 day, 15:31:33, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7516, loss_cls: 2.0772, loss: 2.0772, grad_norm: 2.5527 2022-02-09 17:25:00,021 - mmaction - INFO - Epoch [141][920/940] lr: 4.000e-02, eta: 1 day, 15:31:04, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5273, top5_acc: 0.7596, loss_cls: 2.0490, loss: 2.0490, grad_norm: 2.5739 2022-02-09 17:25:22,368 - mmaction - INFO - Epoch [141][940/940] lr: 4.000e-02, eta: 1 day, 15:30:34, time: 1.118, data_time: 0.056, memory: 9497, top1_acc: 0.5282, top5_acc: 0.7488, loss_cls: 2.0695, loss: 2.0695, grad_norm: 2.5077 2022-02-09 17:28:30,767 - mmaction - INFO - Epoch [142][20/940] lr: 4.000e-02, eta: 1 day, 15:32:16, time: 9.176, data_time: 7.102, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7611, loss_cls: 2.0182, loss: 2.0182, grad_norm: 2.5640 2022-02-09 17:28:53,826 - mmaction - INFO - Epoch [142][40/940] lr: 4.000e-02, eta: 1 day, 15:31:47, time: 1.153, data_time: 0.049, memory: 9497, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 1.9990, loss: 1.9990, grad_norm: 2.5786 2022-02-09 17:29:17,133 - mmaction - INFO - Epoch [142][60/940] lr: 4.000e-02, eta: 1 day, 15:31:18, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.5324, top5_acc: 0.7682, loss_cls: 2.0100, loss: 2.0100, grad_norm: 2.5545 2022-02-09 17:29:40,269 - mmaction - INFO - Epoch [142][80/940] lr: 4.000e-02, eta: 1 day, 15:30:49, time: 1.156, data_time: 0.043, memory: 9497, top1_acc: 0.5139, top5_acc: 0.7535, loss_cls: 2.0978, loss: 2.0978, grad_norm: 2.5738 2022-02-09 17:30:03,531 - mmaction - INFO - Epoch [142][100/940] lr: 4.000e-02, eta: 1 day, 15:30:21, time: 1.163, data_time: 0.045, memory: 9497, top1_acc: 0.5281, top5_acc: 0.7621, loss_cls: 2.0253, loss: 2.0253, grad_norm: 2.5669 2022-02-09 17:30:26,868 - mmaction - INFO - Epoch [142][120/940] lr: 4.000e-02, eta: 1 day, 15:29:52, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.5305, top5_acc: 0.7596, loss_cls: 2.0254, loss: 2.0254, grad_norm: 2.5643 2022-02-09 17:30:50,210 - mmaction - INFO - Epoch [142][140/940] lr: 4.000e-02, eta: 1 day, 15:29:23, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.5240, top5_acc: 0.7525, loss_cls: 2.0660, loss: 2.0660, grad_norm: 2.5796 2022-02-09 17:31:13,575 - mmaction - INFO - Epoch [142][160/940] lr: 4.000e-02, eta: 1 day, 15:28:54, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.5355, top5_acc: 0.7645, loss_cls: 2.0175, loss: 2.0175, grad_norm: 2.5361 2022-02-09 17:31:36,986 - mmaction - INFO - Epoch [142][180/940] lr: 4.000e-02, eta: 1 day, 15:28:26, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.5184, top5_acc: 0.7520, loss_cls: 2.0768, loss: 2.0768, grad_norm: 2.5920 2022-02-09 17:32:00,383 - mmaction - INFO - Epoch [142][200/940] lr: 4.000e-02, eta: 1 day, 15:27:57, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.5295, top5_acc: 0.7561, loss_cls: 2.0403, loss: 2.0403, grad_norm: 2.5515 2022-02-09 17:32:23,788 - mmaction - INFO - Epoch [142][220/940] lr: 4.000e-02, eta: 1 day, 15:27:28, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.5340, top5_acc: 0.7543, loss_cls: 2.0513, loss: 2.0513, grad_norm: 2.5409 2022-02-09 17:32:47,176 - mmaction - INFO - Epoch [142][240/940] lr: 4.000e-02, eta: 1 day, 15:26:59, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.5342, top5_acc: 0.7605, loss_cls: 2.0185, loss: 2.0185, grad_norm: 2.5800 2022-02-09 17:33:10,741 - mmaction - INFO - Epoch [142][260/940] lr: 4.000e-02, eta: 1 day, 15:26:31, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5322, top5_acc: 0.7701, loss_cls: 2.0221, loss: 2.0221, grad_norm: 2.6347 2022-02-09 17:33:34,236 - mmaction - INFO - Epoch [142][280/940] lr: 4.000e-02, eta: 1 day, 15:26:02, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7518, loss_cls: 2.0490, loss: 2.0490, grad_norm: 2.5495 2022-02-09 17:33:57,797 - mmaction - INFO - Epoch [142][300/940] lr: 4.000e-02, eta: 1 day, 15:25:34, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.5291, top5_acc: 0.7547, loss_cls: 2.0307, loss: 2.0307, grad_norm: 2.5985 2022-02-09 17:34:21,160 - mmaction - INFO - Epoch [142][320/940] lr: 4.000e-02, eta: 1 day, 15:25:05, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.5281, top5_acc: 0.7615, loss_cls: 2.0132, loss: 2.0132, grad_norm: 2.5968 2022-02-09 17:34:44,531 - mmaction - INFO - Epoch [142][340/940] lr: 4.000e-02, eta: 1 day, 15:24:36, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7537, loss_cls: 2.0544, loss: 2.0544, grad_norm: 2.5847 2022-02-09 17:35:07,933 - mmaction - INFO - Epoch [142][360/940] lr: 4.000e-02, eta: 1 day, 15:24:07, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7500, loss_cls: 2.0672, loss: 2.0672, grad_norm: 2.5802 2022-02-09 17:35:31,446 - mmaction - INFO - Epoch [142][380/940] lr: 4.000e-02, eta: 1 day, 15:23:39, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.5289, top5_acc: 0.7621, loss_cls: 2.0393, loss: 2.0393, grad_norm: 2.6174 2022-02-09 17:35:54,939 - mmaction - INFO - Epoch [142][400/940] lr: 4.000e-02, eta: 1 day, 15:23:10, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7580, loss_cls: 2.0591, loss: 2.0591, grad_norm: 2.6379 2022-02-09 17:36:18,422 - mmaction - INFO - Epoch [142][420/940] lr: 4.000e-02, eta: 1 day, 15:22:42, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7488, loss_cls: 2.1045, loss: 2.1045, grad_norm: 2.5662 2022-02-09 17:36:41,956 - mmaction - INFO - Epoch [142][440/940] lr: 4.000e-02, eta: 1 day, 15:22:13, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5324, top5_acc: 0.7559, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.5108 2022-02-09 17:37:05,551 - mmaction - INFO - Epoch [142][460/940] lr: 4.000e-02, eta: 1 day, 15:21:44, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.5139, top5_acc: 0.7520, loss_cls: 2.0657, loss: 2.0657, grad_norm: 2.6108 2022-02-09 17:37:29,258 - mmaction - INFO - Epoch [142][480/940] lr: 4.000e-02, eta: 1 day, 15:21:16, time: 1.185, data_time: 0.051, memory: 9497, top1_acc: 0.5307, top5_acc: 0.7498, loss_cls: 2.0525, loss: 2.0525, grad_norm: 2.5912 2022-02-09 17:37:52,766 - mmaction - INFO - Epoch [142][500/940] lr: 4.000e-02, eta: 1 day, 15:20:47, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7537, loss_cls: 2.0419, loss: 2.0419, grad_norm: 2.6255 2022-02-09 17:38:16,292 - mmaction - INFO - Epoch [142][520/940] lr: 4.000e-02, eta: 1 day, 15:20:19, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7555, loss_cls: 2.0372, loss: 2.0372, grad_norm: 2.6518 2022-02-09 17:38:39,732 - mmaction - INFO - Epoch [142][540/940] lr: 4.000e-02, eta: 1 day, 15:19:50, time: 1.172, data_time: 0.062, memory: 9497, top1_acc: 0.5227, top5_acc: 0.7566, loss_cls: 2.0465, loss: 2.0465, grad_norm: 2.6099 2022-02-09 17:39:03,313 - mmaction - INFO - Epoch [142][560/940] lr: 4.000e-02, eta: 1 day, 15:19:22, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7541, loss_cls: 2.0589, loss: 2.0589, grad_norm: 2.6435 2022-02-09 17:39:27,138 - mmaction - INFO - Epoch [142][580/940] lr: 4.000e-02, eta: 1 day, 15:18:53, time: 1.191, data_time: 0.059, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7506, loss_cls: 2.0917, loss: 2.0917, grad_norm: 2.6392 2022-02-09 17:39:50,893 - mmaction - INFO - Epoch [142][600/940] lr: 4.000e-02, eta: 1 day, 15:18:25, time: 1.188, data_time: 0.060, memory: 9497, top1_acc: 0.5367, top5_acc: 0.7658, loss_cls: 2.0078, loss: 2.0078, grad_norm: 2.5607 2022-02-09 17:40:14,695 - mmaction - INFO - Epoch [142][620/940] lr: 4.000e-02, eta: 1 day, 15:17:56, time: 1.190, data_time: 0.055, memory: 9497, top1_acc: 0.5145, top5_acc: 0.7504, loss_cls: 2.1066, loss: 2.1066, grad_norm: 2.6095 2022-02-09 17:40:38,328 - mmaction - INFO - Epoch [142][640/940] lr: 4.000e-02, eta: 1 day, 15:17:28, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.5213, top5_acc: 0.7572, loss_cls: 2.0669, loss: 2.0669, grad_norm: 2.5739 2022-02-09 17:41:02,159 - mmaction - INFO - Epoch [142][660/940] lr: 4.000e-02, eta: 1 day, 15:17:00, time: 1.191, data_time: 0.058, memory: 9497, top1_acc: 0.5334, top5_acc: 0.7539, loss_cls: 2.0487, loss: 2.0487, grad_norm: 2.5844 2022-02-09 17:41:25,867 - mmaction - INFO - Epoch [142][680/940] lr: 4.000e-02, eta: 1 day, 15:16:31, time: 1.186, data_time: 0.053, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7521, loss_cls: 2.0879, loss: 2.0879, grad_norm: 2.5721 2022-02-09 17:41:49,733 - mmaction - INFO - Epoch [142][700/940] lr: 4.000e-02, eta: 1 day, 15:16:03, time: 1.193, data_time: 0.068, memory: 9497, top1_acc: 0.5264, top5_acc: 0.7592, loss_cls: 2.0524, loss: 2.0524, grad_norm: 2.5939 2022-02-09 17:42:13,384 - mmaction - INFO - Epoch [142][720/940] lr: 4.000e-02, eta: 1 day, 15:15:34, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.5342, top5_acc: 0.7500, loss_cls: 2.0480, loss: 2.0480, grad_norm: 2.5633 2022-02-09 17:42:37,106 - mmaction - INFO - Epoch [142][740/940] lr: 4.000e-02, eta: 1 day, 15:15:06, time: 1.187, data_time: 0.056, memory: 9497, top1_acc: 0.5320, top5_acc: 0.7629, loss_cls: 2.0336, loss: 2.0336, grad_norm: 2.5457 2022-02-09 17:43:00,709 - mmaction - INFO - Epoch [142][760/940] lr: 4.000e-02, eta: 1 day, 15:14:37, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.5322, top5_acc: 0.7650, loss_cls: 2.0317, loss: 2.0317, grad_norm: 2.5386 2022-02-09 17:43:24,384 - mmaction - INFO - Epoch [142][780/940] lr: 4.000e-02, eta: 1 day, 15:14:09, time: 1.184, data_time: 0.053, memory: 9497, top1_acc: 0.5346, top5_acc: 0.7654, loss_cls: 2.0035, loss: 2.0035, grad_norm: 2.5389 2022-02-09 17:43:47,917 - mmaction - INFO - Epoch [142][800/940] lr: 4.000e-02, eta: 1 day, 15:13:40, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7582, loss_cls: 2.0745, loss: 2.0745, grad_norm: 2.6423 2022-02-09 17:44:11,452 - mmaction - INFO - Epoch [142][820/940] lr: 4.000e-02, eta: 1 day, 15:13:12, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5250, top5_acc: 0.7502, loss_cls: 2.0723, loss: 2.0723, grad_norm: 2.6060 2022-02-09 17:44:34,966 - mmaction - INFO - Epoch [142][840/940] lr: 4.000e-02, eta: 1 day, 15:12:43, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7533, loss_cls: 2.0741, loss: 2.0741, grad_norm: 2.6148 2022-02-09 17:44:58,411 - mmaction - INFO - Epoch [142][860/940] lr: 4.000e-02, eta: 1 day, 15:12:15, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5139, top5_acc: 0.7496, loss_cls: 2.0902, loss: 2.0902, grad_norm: 2.6200 2022-02-09 17:45:22,067 - mmaction - INFO - Epoch [142][880/940] lr: 4.000e-02, eta: 1 day, 15:11:46, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.5285, top5_acc: 0.7504, loss_cls: 2.0756, loss: 2.0756, grad_norm: 2.5455 2022-02-09 17:45:45,568 - mmaction - INFO - Epoch [142][900/940] lr: 4.000e-02, eta: 1 day, 15:11:18, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.5350, top5_acc: 0.7598, loss_cls: 2.0397, loss: 2.0397, grad_norm: 2.5716 2022-02-09 17:46:09,017 - mmaction - INFO - Epoch [142][920/940] lr: 4.000e-02, eta: 1 day, 15:10:49, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.5375, top5_acc: 0.7600, loss_cls: 2.0086, loss: 2.0086, grad_norm: 2.5150 2022-02-09 17:46:31,327 - mmaction - INFO - Epoch [142][940/940] lr: 4.000e-02, eta: 1 day, 15:10:19, time: 1.116, data_time: 0.060, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7520, loss_cls: 2.1164, loss: 2.1164, grad_norm: 2.5706 2022-02-09 17:49:26,380 - mmaction - INFO - Epoch [143][20/940] lr: 4.000e-02, eta: 1 day, 15:11:48, time: 8.488, data_time: 7.377, memory: 9497, top1_acc: 0.5477, top5_acc: 0.7639, loss_cls: 1.9755, loss: 1.9755, grad_norm: 2.5122 2022-02-09 17:49:49,421 - mmaction - INFO - Epoch [143][40/940] lr: 4.000e-02, eta: 1 day, 15:11:19, time: 1.152, data_time: 0.046, memory: 9497, top1_acc: 0.5318, top5_acc: 0.7564, loss_cls: 2.0146, loss: 2.0146, grad_norm: 2.5657 2022-02-09 17:50:12,570 - mmaction - INFO - Epoch [143][60/940] lr: 4.000e-02, eta: 1 day, 15:10:50, time: 1.158, data_time: 0.045, memory: 9497, top1_acc: 0.5418, top5_acc: 0.7645, loss_cls: 2.0064, loss: 2.0064, grad_norm: 2.6102 2022-02-09 17:50:35,770 - mmaction - INFO - Epoch [143][80/940] lr: 4.000e-02, eta: 1 day, 15:10:22, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.5307, top5_acc: 0.7551, loss_cls: 2.0331, loss: 2.0331, grad_norm: 2.5784 2022-02-09 17:50:59,048 - mmaction - INFO - Epoch [143][100/940] lr: 4.000e-02, eta: 1 day, 15:09:53, time: 1.164, data_time: 0.043, memory: 9497, top1_acc: 0.5293, top5_acc: 0.7650, loss_cls: 2.0287, loss: 2.0287, grad_norm: 2.5390 2022-02-09 17:51:22,430 - mmaction - INFO - Epoch [143][120/940] lr: 4.000e-02, eta: 1 day, 15:09:24, time: 1.169, data_time: 0.044, memory: 9497, top1_acc: 0.5279, top5_acc: 0.7646, loss_cls: 2.0382, loss: 2.0382, grad_norm: 2.5586 2022-02-09 17:51:45,829 - mmaction - INFO - Epoch [143][140/940] lr: 4.000e-02, eta: 1 day, 15:08:55, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7512, loss_cls: 2.0604, loss: 2.0604, grad_norm: 2.5742 2022-02-09 17:52:09,178 - mmaction - INFO - Epoch [143][160/940] lr: 4.000e-02, eta: 1 day, 15:08:27, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.5383, top5_acc: 0.7676, loss_cls: 1.9910, loss: 1.9910, grad_norm: 2.5829 2022-02-09 17:52:32,511 - mmaction - INFO - Epoch [143][180/940] lr: 4.000e-02, eta: 1 day, 15:07:58, time: 1.167, data_time: 0.055, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7482, loss_cls: 2.0733, loss: 2.0733, grad_norm: 2.6044 2022-02-09 17:52:55,840 - mmaction - INFO - Epoch [143][200/940] lr: 4.000e-02, eta: 1 day, 15:07:29, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7494, loss_cls: 2.0828, loss: 2.0828, grad_norm: 2.5589 2022-02-09 17:53:19,204 - mmaction - INFO - Epoch [143][220/940] lr: 4.000e-02, eta: 1 day, 15:07:00, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.5418, top5_acc: 0.7641, loss_cls: 2.0121, loss: 2.0121, grad_norm: 2.5399 2022-02-09 17:53:42,625 - mmaction - INFO - Epoch [143][240/940] lr: 4.000e-02, eta: 1 day, 15:06:32, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.5307, top5_acc: 0.7615, loss_cls: 2.0300, loss: 2.0300, grad_norm: 2.5805 2022-02-09 17:54:06,084 - mmaction - INFO - Epoch [143][260/940] lr: 4.000e-02, eta: 1 day, 15:06:03, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5227, top5_acc: 0.7557, loss_cls: 2.0807, loss: 2.0807, grad_norm: 2.5859 2022-02-09 17:54:29,544 - mmaction - INFO - Epoch [143][280/940] lr: 4.000e-02, eta: 1 day, 15:05:34, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5131, top5_acc: 0.7533, loss_cls: 2.0635, loss: 2.0635, grad_norm: 2.6174 2022-02-09 17:54:52,896 - mmaction - INFO - Epoch [143][300/940] lr: 4.000e-02, eta: 1 day, 15:05:06, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7533, loss_cls: 2.0589, loss: 2.0589, grad_norm: 2.6007 2022-02-09 17:55:16,356 - mmaction - INFO - Epoch [143][320/940] lr: 4.000e-02, eta: 1 day, 15:04:37, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.5492, top5_acc: 0.7654, loss_cls: 1.9782, loss: 1.9782, grad_norm: 2.4827 2022-02-09 17:55:39,902 - mmaction - INFO - Epoch [143][340/940] lr: 4.000e-02, eta: 1 day, 15:04:09, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.5285, top5_acc: 0.7545, loss_cls: 2.0411, loss: 2.0411, grad_norm: 2.5908 2022-02-09 17:56:03,416 - mmaction - INFO - Epoch [143][360/940] lr: 4.000e-02, eta: 1 day, 15:03:40, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5158, top5_acc: 0.7451, loss_cls: 2.1141, loss: 2.1141, grad_norm: 2.5873 2022-02-09 17:56:26,956 - mmaction - INFO - Epoch [143][380/940] lr: 4.000e-02, eta: 1 day, 15:03:11, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7521, loss_cls: 2.0515, loss: 2.0515, grad_norm: 2.5613 2022-02-09 17:56:50,537 - mmaction - INFO - Epoch [143][400/940] lr: 4.000e-02, eta: 1 day, 15:02:43, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7539, loss_cls: 2.0554, loss: 2.0554, grad_norm: 2.5578 2022-02-09 17:57:14,137 - mmaction - INFO - Epoch [143][420/940] lr: 4.000e-02, eta: 1 day, 15:02:14, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.5072, top5_acc: 0.7516, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.5887 2022-02-09 17:57:37,722 - mmaction - INFO - Epoch [143][440/940] lr: 4.000e-02, eta: 1 day, 15:01:46, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.5234, top5_acc: 0.7545, loss_cls: 2.0466, loss: 2.0466, grad_norm: 2.5449 2022-02-09 17:58:01,388 - mmaction - INFO - Epoch [143][460/940] lr: 4.000e-02, eta: 1 day, 15:01:17, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7584, loss_cls: 2.0360, loss: 2.0360, grad_norm: 2.5573 2022-02-09 17:58:25,124 - mmaction - INFO - Epoch [143][480/940] lr: 4.000e-02, eta: 1 day, 15:00:49, time: 1.188, data_time: 0.055, memory: 9497, top1_acc: 0.5328, top5_acc: 0.7539, loss_cls: 2.0591, loss: 2.0591, grad_norm: 2.5605 2022-02-09 17:58:48,710 - mmaction - INFO - Epoch [143][500/940] lr: 4.000e-02, eta: 1 day, 15:00:20, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7457, loss_cls: 2.0953, loss: 2.0953, grad_norm: 2.6014 2022-02-09 17:59:12,390 - mmaction - INFO - Epoch [143][520/940] lr: 4.000e-02, eta: 1 day, 14:59:52, time: 1.184, data_time: 0.055, memory: 9497, top1_acc: 0.5326, top5_acc: 0.7633, loss_cls: 2.0565, loss: 2.0565, grad_norm: 2.5876 2022-02-09 17:59:36,163 - mmaction - INFO - Epoch [143][540/940] lr: 4.000e-02, eta: 1 day, 14:59:24, time: 1.189, data_time: 0.059, memory: 9497, top1_acc: 0.5221, top5_acc: 0.7504, loss_cls: 2.0695, loss: 2.0695, grad_norm: 2.5530 2022-02-09 17:59:59,737 - mmaction - INFO - Epoch [143][560/940] lr: 4.000e-02, eta: 1 day, 14:58:55, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7449, loss_cls: 2.1034, loss: 2.1034, grad_norm: 2.6098 2022-02-09 18:00:23,301 - mmaction - INFO - Epoch [143][580/940] lr: 4.000e-02, eta: 1 day, 14:58:27, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.5139, top5_acc: 0.7445, loss_cls: 2.1051, loss: 2.1051, grad_norm: 2.6459 2022-02-09 18:00:46,924 - mmaction - INFO - Epoch [143][600/940] lr: 4.000e-02, eta: 1 day, 14:57:58, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.5334, top5_acc: 0.7666, loss_cls: 2.0108, loss: 2.0108, grad_norm: 2.5278 2022-02-09 18:01:10,620 - mmaction - INFO - Epoch [143][620/940] lr: 4.000e-02, eta: 1 day, 14:57:30, time: 1.185, data_time: 0.061, memory: 9497, top1_acc: 0.5338, top5_acc: 0.7648, loss_cls: 2.0240, loss: 2.0240, grad_norm: 2.6519 2022-02-09 18:01:34,290 - mmaction - INFO - Epoch [143][640/940] lr: 4.000e-02, eta: 1 day, 14:57:01, time: 1.184, data_time: 0.055, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7609, loss_cls: 2.0373, loss: 2.0373, grad_norm: 2.5632 2022-02-09 18:01:58,123 - mmaction - INFO - Epoch [143][660/940] lr: 4.000e-02, eta: 1 day, 14:56:33, time: 1.192, data_time: 0.057, memory: 9497, top1_acc: 0.5230, top5_acc: 0.7457, loss_cls: 2.1034, loss: 2.1034, grad_norm: 2.6148 2022-02-09 18:02:22,035 - mmaction - INFO - Epoch [143][680/940] lr: 4.000e-02, eta: 1 day, 14:56:05, time: 1.196, data_time: 0.063, memory: 9497, top1_acc: 0.5324, top5_acc: 0.7580, loss_cls: 2.0566, loss: 2.0566, grad_norm: 2.5609 2022-02-09 18:02:45,630 - mmaction - INFO - Epoch [143][700/940] lr: 4.000e-02, eta: 1 day, 14:55:36, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7615, loss_cls: 2.0408, loss: 2.0408, grad_norm: 2.5608 2022-02-09 18:03:09,118 - mmaction - INFO - Epoch [143][720/940] lr: 4.000e-02, eta: 1 day, 14:55:08, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5299, top5_acc: 0.7561, loss_cls: 2.0502, loss: 2.0502, grad_norm: 2.5904 2022-02-09 18:03:32,633 - mmaction - INFO - Epoch [143][740/940] lr: 4.000e-02, eta: 1 day, 14:54:39, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5273, top5_acc: 0.7543, loss_cls: 2.0536, loss: 2.0536, grad_norm: 2.5610 2022-02-09 18:03:56,101 - mmaction - INFO - Epoch [143][760/940] lr: 4.000e-02, eta: 1 day, 14:54:11, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5266, top5_acc: 0.7473, loss_cls: 2.0604, loss: 2.0604, grad_norm: 2.5556 2022-02-09 18:04:19,726 - mmaction - INFO - Epoch [143][780/940] lr: 4.000e-02, eta: 1 day, 14:53:42, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0684, loss: 2.0684, grad_norm: 2.5486 2022-02-09 18:04:43,273 - mmaction - INFO - Epoch [143][800/940] lr: 4.000e-02, eta: 1 day, 14:53:14, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0713, loss: 2.0713, grad_norm: 2.5545 2022-02-09 18:05:07,013 - mmaction - INFO - Epoch [143][820/940] lr: 4.000e-02, eta: 1 day, 14:52:45, time: 1.187, data_time: 0.063, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7590, loss_cls: 2.0597, loss: 2.0597, grad_norm: 2.5714 2022-02-09 18:05:30,614 - mmaction - INFO - Epoch [143][840/940] lr: 4.000e-02, eta: 1 day, 14:52:17, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.5295, top5_acc: 0.7604, loss_cls: 2.0248, loss: 2.0248, grad_norm: 2.5969 2022-02-09 18:05:54,208 - mmaction - INFO - Epoch [143][860/940] lr: 4.000e-02, eta: 1 day, 14:51:48, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7562, loss_cls: 2.0990, loss: 2.0990, grad_norm: 2.6193 2022-02-09 18:06:17,838 - mmaction - INFO - Epoch [143][880/940] lr: 4.000e-02, eta: 1 day, 14:51:20, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.5164, top5_acc: 0.7596, loss_cls: 2.0671, loss: 2.0671, grad_norm: 2.6426 2022-02-09 18:06:41,401 - mmaction - INFO - Epoch [143][900/940] lr: 4.000e-02, eta: 1 day, 14:50:51, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.5150, top5_acc: 0.7453, loss_cls: 2.1184, loss: 2.1184, grad_norm: 2.5924 2022-02-09 18:07:05,069 - mmaction - INFO - Epoch [143][920/940] lr: 4.000e-02, eta: 1 day, 14:50:23, time: 1.184, data_time: 0.059, memory: 9497, top1_acc: 0.5264, top5_acc: 0.7555, loss_cls: 2.0564, loss: 2.0564, grad_norm: 2.6041 2022-02-09 18:07:27,456 - mmaction - INFO - Epoch [143][940/940] lr: 4.000e-02, eta: 1 day, 14:49:53, time: 1.119, data_time: 0.055, memory: 9497, top1_acc: 0.5156, top5_acc: 0.7551, loss_cls: 2.0957, loss: 2.0957, grad_norm: 2.6186 2022-02-09 18:10:19,060 - mmaction - INFO - Epoch [144][20/940] lr: 4.000e-02, eta: 1 day, 14:51:19, time: 8.404, data_time: 6.795, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7543, loss_cls: 2.0556, loss: 2.0556, grad_norm: 2.5770 2022-02-09 18:10:41,923 - mmaction - INFO - Epoch [144][40/940] lr: 4.000e-02, eta: 1 day, 14:50:50, time: 1.143, data_time: 0.048, memory: 9497, top1_acc: 0.5348, top5_acc: 0.7607, loss_cls: 2.0251, loss: 2.0251, grad_norm: 2.5735 2022-02-09 18:11:05,093 - mmaction - INFO - Epoch [144][60/940] lr: 4.000e-02, eta: 1 day, 14:50:21, time: 1.159, data_time: 0.042, memory: 9497, top1_acc: 0.5295, top5_acc: 0.7619, loss_cls: 2.0179, loss: 2.0179, grad_norm: 2.5182 2022-02-09 18:11:28,332 - mmaction - INFO - Epoch [144][80/940] lr: 4.000e-02, eta: 1 day, 14:49:52, time: 1.162, data_time: 0.043, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7525, loss_cls: 2.0768, loss: 2.0768, grad_norm: 2.6318 2022-02-09 18:11:51,692 - mmaction - INFO - Epoch [144][100/940] lr: 4.000e-02, eta: 1 day, 14:49:24, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 2.0466, loss: 2.0466, grad_norm: 2.6320 2022-02-09 18:12:14,955 - mmaction - INFO - Epoch [144][120/940] lr: 4.000e-02, eta: 1 day, 14:48:55, time: 1.163, data_time: 0.050, memory: 9497, top1_acc: 0.5332, top5_acc: 0.7609, loss_cls: 2.0249, loss: 2.0249, grad_norm: 2.5516 2022-02-09 18:12:38,244 - mmaction - INFO - Epoch [144][140/940] lr: 4.000e-02, eta: 1 day, 14:48:26, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7488, loss_cls: 2.0666, loss: 2.0666, grad_norm: 2.5923 2022-02-09 18:13:01,542 - mmaction - INFO - Epoch [144][160/940] lr: 4.000e-02, eta: 1 day, 14:47:57, time: 1.165, data_time: 0.055, memory: 9497, top1_acc: 0.5221, top5_acc: 0.7572, loss_cls: 2.0386, loss: 2.0386, grad_norm: 2.6472 2022-02-09 18:13:25,007 - mmaction - INFO - Epoch [144][180/940] lr: 4.000e-02, eta: 1 day, 14:47:29, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.5398, top5_acc: 0.7648, loss_cls: 2.0067, loss: 2.0067, grad_norm: 2.5883 2022-02-09 18:13:48,483 - mmaction - INFO - Epoch [144][200/940] lr: 4.000e-02, eta: 1 day, 14:47:00, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7561, loss_cls: 2.0700, loss: 2.0700, grad_norm: 2.6219 2022-02-09 18:14:12,013 - mmaction - INFO - Epoch [144][220/940] lr: 4.000e-02, eta: 1 day, 14:46:32, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5312, top5_acc: 0.7605, loss_cls: 2.0281, loss: 2.0281, grad_norm: 2.5960 2022-02-09 18:14:35,505 - mmaction - INFO - Epoch [144][240/940] lr: 4.000e-02, eta: 1 day, 14:46:03, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7553, loss_cls: 2.0721, loss: 2.0721, grad_norm: 2.6152 2022-02-09 18:14:59,150 - mmaction - INFO - Epoch [144][260/940] lr: 4.000e-02, eta: 1 day, 14:45:35, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7588, loss_cls: 2.0344, loss: 2.0344, grad_norm: 2.6018 2022-02-09 18:15:22,683 - mmaction - INFO - Epoch [144][280/940] lr: 4.000e-02, eta: 1 day, 14:45:06, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.5254, top5_acc: 0.7508, loss_cls: 2.0807, loss: 2.0807, grad_norm: 2.5607 2022-02-09 18:15:46,191 - mmaction - INFO - Epoch [144][300/940] lr: 4.000e-02, eta: 1 day, 14:44:37, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7627, loss_cls: 2.0264, loss: 2.0264, grad_norm: 2.5575 2022-02-09 18:16:09,698 - mmaction - INFO - Epoch [144][320/940] lr: 4.000e-02, eta: 1 day, 14:44:09, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7525, loss_cls: 2.0633, loss: 2.0633, grad_norm: 2.5694 2022-02-09 18:16:33,319 - mmaction - INFO - Epoch [144][340/940] lr: 4.000e-02, eta: 1 day, 14:43:40, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.5273, top5_acc: 0.7578, loss_cls: 2.0767, loss: 2.0767, grad_norm: 2.6155 2022-02-09 18:16:56,872 - mmaction - INFO - Epoch [144][360/940] lr: 4.000e-02, eta: 1 day, 14:43:12, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.5324, top5_acc: 0.7637, loss_cls: 2.0448, loss: 2.0448, grad_norm: 2.5492 2022-02-09 18:17:20,456 - mmaction - INFO - Epoch [144][380/940] lr: 4.000e-02, eta: 1 day, 14:42:43, time: 1.179, data_time: 0.063, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7516, loss_cls: 2.0688, loss: 2.0688, grad_norm: 2.6033 2022-02-09 18:17:44,017 - mmaction - INFO - Epoch [144][400/940] lr: 4.000e-02, eta: 1 day, 14:42:15, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.5283, top5_acc: 0.7568, loss_cls: 2.0264, loss: 2.0264, grad_norm: 2.5843 2022-02-09 18:18:07,463 - mmaction - INFO - Epoch [144][420/940] lr: 4.000e-02, eta: 1 day, 14:41:46, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7518, loss_cls: 2.0666, loss: 2.0666, grad_norm: 2.5403 2022-02-09 18:18:31,035 - mmaction - INFO - Epoch [144][440/940] lr: 4.000e-02, eta: 1 day, 14:41:18, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.5396, top5_acc: 0.7615, loss_cls: 2.0221, loss: 2.0221, grad_norm: 2.5641 2022-02-09 18:18:54,525 - mmaction - INFO - Epoch [144][460/940] lr: 4.000e-02, eta: 1 day, 14:40:49, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.5277, top5_acc: 0.7566, loss_cls: 2.0582, loss: 2.0582, grad_norm: 2.6070 2022-02-09 18:19:18,151 - mmaction - INFO - Epoch [144][480/940] lr: 4.000e-02, eta: 1 day, 14:40:21, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.5246, top5_acc: 0.7566, loss_cls: 2.0459, loss: 2.0459, grad_norm: 2.6496 2022-02-09 18:19:41,644 - mmaction - INFO - Epoch [144][500/940] lr: 4.000e-02, eta: 1 day, 14:39:52, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5391, top5_acc: 0.7605, loss_cls: 2.0050, loss: 2.0050, grad_norm: 2.5977 2022-02-09 18:20:05,210 - mmaction - INFO - Epoch [144][520/940] lr: 4.000e-02, eta: 1 day, 14:39:24, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.5404, top5_acc: 0.7662, loss_cls: 2.0128, loss: 2.0128, grad_norm: 2.6297 2022-02-09 18:20:28,784 - mmaction - INFO - Epoch [144][540/940] lr: 4.000e-02, eta: 1 day, 14:38:55, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.5250, top5_acc: 0.7494, loss_cls: 2.0677, loss: 2.0677, grad_norm: 2.6327 2022-02-09 18:20:52,367 - mmaction - INFO - Epoch [144][560/940] lr: 4.000e-02, eta: 1 day, 14:38:27, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7553, loss_cls: 2.0763, loss: 2.0763, grad_norm: 2.5289 2022-02-09 18:21:15,800 - mmaction - INFO - Epoch [144][580/940] lr: 4.000e-02, eta: 1 day, 14:37:58, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5256, top5_acc: 0.7541, loss_cls: 2.0699, loss: 2.0699, grad_norm: 2.6239 2022-02-09 18:21:39,460 - mmaction - INFO - Epoch [144][600/940] lr: 4.000e-02, eta: 1 day, 14:37:30, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7617, loss_cls: 2.0247, loss: 2.0247, grad_norm: 2.5391 2022-02-09 18:22:03,098 - mmaction - INFO - Epoch [144][620/940] lr: 4.000e-02, eta: 1 day, 14:37:01, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.5178, top5_acc: 0.7561, loss_cls: 2.0653, loss: 2.0653, grad_norm: 2.5921 2022-02-09 18:22:26,712 - mmaction - INFO - Epoch [144][640/940] lr: 4.000e-02, eta: 1 day, 14:36:33, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.5305, top5_acc: 0.7590, loss_cls: 2.0434, loss: 2.0434, grad_norm: 2.5510 2022-02-09 18:22:50,209 - mmaction - INFO - Epoch [144][660/940] lr: 4.000e-02, eta: 1 day, 14:36:04, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.5273, top5_acc: 0.7521, loss_cls: 2.0738, loss: 2.0738, grad_norm: 2.6222 2022-02-09 18:23:13,758 - mmaction - INFO - Epoch [144][680/940] lr: 4.000e-02, eta: 1 day, 14:35:36, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7512, loss_cls: 2.0416, loss: 2.0416, grad_norm: 2.5327 2022-02-09 18:23:37,259 - mmaction - INFO - Epoch [144][700/940] lr: 4.000e-02, eta: 1 day, 14:35:07, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7541, loss_cls: 2.0903, loss: 2.0903, grad_norm: 2.5640 2022-02-09 18:24:00,956 - mmaction - INFO - Epoch [144][720/940] lr: 4.000e-02, eta: 1 day, 14:34:39, time: 1.185, data_time: 0.055, memory: 9497, top1_acc: 0.5059, top5_acc: 0.7559, loss_cls: 2.0825, loss: 2.0825, grad_norm: 2.6218 2022-02-09 18:24:24,670 - mmaction - INFO - Epoch [144][740/940] lr: 4.000e-02, eta: 1 day, 14:34:11, time: 1.186, data_time: 0.058, memory: 9497, top1_acc: 0.5139, top5_acc: 0.7467, loss_cls: 2.0951, loss: 2.0951, grad_norm: 2.6013 2022-02-09 18:24:48,410 - mmaction - INFO - Epoch [144][760/940] lr: 4.000e-02, eta: 1 day, 14:33:42, time: 1.186, data_time: 0.056, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7574, loss_cls: 2.0434, loss: 2.0434, grad_norm: 2.5460 2022-02-09 18:25:12,038 - mmaction - INFO - Epoch [144][780/940] lr: 4.000e-02, eta: 1 day, 14:33:14, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.5311, top5_acc: 0.7570, loss_cls: 2.0389, loss: 2.0389, grad_norm: 2.5427 2022-02-09 18:25:35,597 - mmaction - INFO - Epoch [144][800/940] lr: 4.000e-02, eta: 1 day, 14:32:45, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7426, loss_cls: 2.1025, loss: 2.1025, grad_norm: 2.6085 2022-02-09 18:25:59,125 - mmaction - INFO - Epoch [144][820/940] lr: 4.000e-02, eta: 1 day, 14:32:17, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5285, top5_acc: 0.7535, loss_cls: 2.0464, loss: 2.0464, grad_norm: 2.5859 2022-02-09 18:26:22,785 - mmaction - INFO - Epoch [144][840/940] lr: 4.000e-02, eta: 1 day, 14:31:48, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.5332, top5_acc: 0.7564, loss_cls: 2.0337, loss: 2.0337, grad_norm: 2.5297 2022-02-09 18:26:46,652 - mmaction - INFO - Epoch [144][860/940] lr: 4.000e-02, eta: 1 day, 14:31:20, time: 1.194, data_time: 0.058, memory: 9497, top1_acc: 0.5352, top5_acc: 0.7697, loss_cls: 2.0078, loss: 2.0078, grad_norm: 2.5255 2022-02-09 18:27:10,486 - mmaction - INFO - Epoch [144][880/940] lr: 4.000e-02, eta: 1 day, 14:30:52, time: 1.191, data_time: 0.053, memory: 9497, top1_acc: 0.5201, top5_acc: 0.7490, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.6344 2022-02-09 18:27:34,123 - mmaction - INFO - Epoch [144][900/940] lr: 4.000e-02, eta: 1 day, 14:30:23, time: 1.182, data_time: 0.048, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7518, loss_cls: 2.0430, loss: 2.0430, grad_norm: 2.5839 2022-02-09 18:27:57,825 - mmaction - INFO - Epoch [144][920/940] lr: 4.000e-02, eta: 1 day, 14:29:55, time: 1.185, data_time: 0.049, memory: 9497, top1_acc: 0.5201, top5_acc: 0.7598, loss_cls: 2.0358, loss: 2.0358, grad_norm: 2.5291 2022-02-09 18:28:20,214 - mmaction - INFO - Epoch [144][940/940] lr: 4.000e-02, eta: 1 day, 14:29:26, time: 1.120, data_time: 0.051, memory: 9497, top1_acc: 0.5152, top5_acc: 0.7453, loss_cls: 2.0852, loss: 2.0852, grad_norm: 2.5926 2022-02-09 18:31:55,780 - mmaction - INFO - Epoch [145][20/940] lr: 4.000e-02, eta: 1 day, 14:31:21, time: 10.450, data_time: 9.042, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7602, loss_cls: 2.0231, loss: 2.0231, grad_norm: 2.5787 2022-02-09 18:32:18,767 - mmaction - INFO - Epoch [145][40/940] lr: 4.000e-02, eta: 1 day, 14:30:52, time: 1.150, data_time: 0.053, memory: 9497, top1_acc: 0.5352, top5_acc: 0.7586, loss_cls: 2.0406, loss: 2.0406, grad_norm: 2.5538 2022-02-09 18:32:41,954 - mmaction - INFO - Epoch [145][60/940] lr: 4.000e-02, eta: 1 day, 14:30:24, time: 1.159, data_time: 0.041, memory: 9497, top1_acc: 0.5326, top5_acc: 0.7662, loss_cls: 2.0129, loss: 2.0129, grad_norm: 2.6420 2022-02-09 18:33:05,234 - mmaction - INFO - Epoch [145][80/940] lr: 4.000e-02, eta: 1 day, 14:29:55, time: 1.164, data_time: 0.045, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7611, loss_cls: 2.0522, loss: 2.0522, grad_norm: 2.6096 2022-02-09 18:33:28,487 - mmaction - INFO - Epoch [145][100/940] lr: 4.000e-02, eta: 1 day, 14:29:26, time: 1.163, data_time: 0.042, memory: 9497, top1_acc: 0.5391, top5_acc: 0.7600, loss_cls: 2.0047, loss: 2.0047, grad_norm: 2.6116 2022-02-09 18:33:51,847 - mmaction - INFO - Epoch [145][120/940] lr: 4.000e-02, eta: 1 day, 14:28:57, time: 1.168, data_time: 0.044, memory: 9497, top1_acc: 0.5357, top5_acc: 0.7652, loss_cls: 2.0035, loss: 2.0035, grad_norm: 2.5879 2022-02-09 18:34:15,188 - mmaction - INFO - Epoch [145][140/940] lr: 4.000e-02, eta: 1 day, 14:28:29, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.5240, top5_acc: 0.7559, loss_cls: 2.0538, loss: 2.0538, grad_norm: 2.6128 2022-02-09 18:34:38,517 - mmaction - INFO - Epoch [145][160/940] lr: 4.000e-02, eta: 1 day, 14:28:00, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7576, loss_cls: 2.0498, loss: 2.0498, grad_norm: 2.6010 2022-02-09 18:35:01,847 - mmaction - INFO - Epoch [145][180/940] lr: 4.000e-02, eta: 1 day, 14:27:31, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.5162, top5_acc: 0.7492, loss_cls: 2.1072, loss: 2.1072, grad_norm: 2.6296 2022-02-09 18:35:25,303 - mmaction - INFO - Epoch [145][200/940] lr: 4.000e-02, eta: 1 day, 14:27:03, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7482, loss_cls: 2.0833, loss: 2.0833, grad_norm: 2.6238 2022-02-09 18:35:48,683 - mmaction - INFO - Epoch [145][220/940] lr: 4.000e-02, eta: 1 day, 14:26:34, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.5332, top5_acc: 0.7531, loss_cls: 2.0349, loss: 2.0349, grad_norm: 2.5171 2022-02-09 18:36:12,141 - mmaction - INFO - Epoch [145][240/940] lr: 4.000e-02, eta: 1 day, 14:26:06, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5328, top5_acc: 0.7596, loss_cls: 2.0390, loss: 2.0390, grad_norm: 2.6172 2022-02-09 18:36:35,594 - mmaction - INFO - Epoch [145][260/940] lr: 4.000e-02, eta: 1 day, 14:25:37, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.5352, top5_acc: 0.7613, loss_cls: 2.0181, loss: 2.0181, grad_norm: 2.5519 2022-02-09 18:36:58,902 - mmaction - INFO - Epoch [145][280/940] lr: 4.000e-02, eta: 1 day, 14:25:08, time: 1.165, data_time: 0.052, memory: 9497, top1_acc: 0.5234, top5_acc: 0.7572, loss_cls: 2.0455, loss: 2.0455, grad_norm: 2.6302 2022-02-09 18:37:22,358 - mmaction - INFO - Epoch [145][300/940] lr: 4.000e-02, eta: 1 day, 14:24:40, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7594, loss_cls: 2.0587, loss: 2.0587, grad_norm: 2.5802 2022-02-09 18:37:45,671 - mmaction - INFO - Epoch [145][320/940] lr: 4.000e-02, eta: 1 day, 14:24:11, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.5352, top5_acc: 0.7592, loss_cls: 2.0067, loss: 2.0067, grad_norm: 2.5481 2022-02-09 18:38:09,186 - mmaction - INFO - Epoch [145][340/940] lr: 4.000e-02, eta: 1 day, 14:23:43, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0365, loss: 2.0365, grad_norm: 2.5914 2022-02-09 18:38:32,654 - mmaction - INFO - Epoch [145][360/940] lr: 4.000e-02, eta: 1 day, 14:23:14, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.5246, top5_acc: 0.7586, loss_cls: 2.0616, loss: 2.0616, grad_norm: 2.6033 2022-02-09 18:38:56,330 - mmaction - INFO - Epoch [145][380/940] lr: 4.000e-02, eta: 1 day, 14:22:46, time: 1.184, data_time: 0.054, memory: 9497, top1_acc: 0.5307, top5_acc: 0.7541, loss_cls: 2.0644, loss: 2.0644, grad_norm: 2.5942 2022-02-09 18:39:19,955 - mmaction - INFO - Epoch [145][400/940] lr: 4.000e-02, eta: 1 day, 14:22:17, time: 1.181, data_time: 0.047, memory: 9497, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 2.0254, loss: 2.0254, grad_norm: 2.5311 2022-02-09 18:39:43,477 - mmaction - INFO - Epoch [145][420/940] lr: 4.000e-02, eta: 1 day, 14:21:49, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5334, top5_acc: 0.7535, loss_cls: 2.0426, loss: 2.0426, grad_norm: 2.5974 2022-02-09 18:40:07,104 - mmaction - INFO - Epoch [145][440/940] lr: 4.000e-02, eta: 1 day, 14:21:20, time: 1.182, data_time: 0.045, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7627, loss_cls: 2.0289, loss: 2.0289, grad_norm: 2.5961 2022-02-09 18:40:30,585 - mmaction - INFO - Epoch [145][460/940] lr: 4.000e-02, eta: 1 day, 14:20:52, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.5354, top5_acc: 0.7672, loss_cls: 2.0103, loss: 2.0103, grad_norm: 2.5776 2022-02-09 18:40:54,039 - mmaction - INFO - Epoch [145][480/940] lr: 4.000e-02, eta: 1 day, 14:20:23, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7584, loss_cls: 2.0511, loss: 2.0511, grad_norm: 2.5761 2022-02-09 18:41:17,609 - mmaction - INFO - Epoch [145][500/940] lr: 4.000e-02, eta: 1 day, 14:19:55, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5301, top5_acc: 0.7611, loss_cls: 2.0292, loss: 2.0292, grad_norm: 2.5750 2022-02-09 18:41:41,112 - mmaction - INFO - Epoch [145][520/940] lr: 4.000e-02, eta: 1 day, 14:19:26, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.5381, top5_acc: 0.7557, loss_cls: 2.0286, loss: 2.0286, grad_norm: 2.6023 2022-02-09 18:42:04,601 - mmaction - INFO - Epoch [145][540/940] lr: 4.000e-02, eta: 1 day, 14:18:57, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5387, top5_acc: 0.7641, loss_cls: 1.9936, loss: 1.9936, grad_norm: 2.5920 2022-02-09 18:42:28,075 - mmaction - INFO - Epoch [145][560/940] lr: 4.000e-02, eta: 1 day, 14:18:29, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7590, loss_cls: 2.0611, loss: 2.0611, grad_norm: 2.6630 2022-02-09 18:42:51,740 - mmaction - INFO - Epoch [145][580/940] lr: 4.000e-02, eta: 1 day, 14:18:01, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7492, loss_cls: 2.0600, loss: 2.0600, grad_norm: 2.5674 2022-02-09 18:43:15,459 - mmaction - INFO - Epoch [145][600/940] lr: 4.000e-02, eta: 1 day, 14:17:32, time: 1.186, data_time: 0.060, memory: 9497, top1_acc: 0.5215, top5_acc: 0.7547, loss_cls: 2.0512, loss: 2.0512, grad_norm: 2.5796 2022-02-09 18:43:39,067 - mmaction - INFO - Epoch [145][620/940] lr: 4.000e-02, eta: 1 day, 14:17:04, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.5334, top5_acc: 0.7490, loss_cls: 2.0498, loss: 2.0498, grad_norm: 2.6011 2022-02-09 18:44:02,678 - mmaction - INFO - Epoch [145][640/940] lr: 4.000e-02, eta: 1 day, 14:16:35, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7549, loss_cls: 2.0447, loss: 2.0447, grad_norm: 2.6155 2022-02-09 18:44:26,235 - mmaction - INFO - Epoch [145][660/940] lr: 4.000e-02, eta: 1 day, 14:16:07, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7568, loss_cls: 2.0529, loss: 2.0529, grad_norm: 2.5886 2022-02-09 18:44:49,814 - mmaction - INFO - Epoch [145][680/940] lr: 4.000e-02, eta: 1 day, 14:15:38, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.5262, top5_acc: 0.7592, loss_cls: 2.0671, loss: 2.0671, grad_norm: 2.5917 2022-02-09 18:45:13,313 - mmaction - INFO - Epoch [145][700/940] lr: 4.000e-02, eta: 1 day, 14:15:10, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5322, top5_acc: 0.7582, loss_cls: 2.0452, loss: 2.0452, grad_norm: 2.5961 2022-02-09 18:45:36,864 - mmaction - INFO - Epoch [145][720/940] lr: 4.000e-02, eta: 1 day, 14:14:41, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7564, loss_cls: 2.0702, loss: 2.0702, grad_norm: 2.6282 2022-02-09 18:46:00,552 - mmaction - INFO - Epoch [145][740/940] lr: 4.000e-02, eta: 1 day, 14:14:13, time: 1.185, data_time: 0.053, memory: 9497, top1_acc: 0.5312, top5_acc: 0.7555, loss_cls: 2.0583, loss: 2.0583, grad_norm: 2.5899 2022-02-09 18:46:24,424 - mmaction - INFO - Epoch [145][760/940] lr: 4.000e-02, eta: 1 day, 14:13:45, time: 1.193, data_time: 0.053, memory: 9497, top1_acc: 0.5254, top5_acc: 0.7549, loss_cls: 2.0648, loss: 2.0648, grad_norm: 2.5769 2022-02-09 18:46:48,054 - mmaction - INFO - Epoch [145][780/940] lr: 4.000e-02, eta: 1 day, 14:13:16, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7496, loss_cls: 2.0998, loss: 2.0998, grad_norm: 2.5942 2022-02-09 18:47:11,714 - mmaction - INFO - Epoch [145][800/940] lr: 4.000e-02, eta: 1 day, 14:12:48, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.5320, top5_acc: 0.7596, loss_cls: 2.0330, loss: 2.0330, grad_norm: 2.5592 2022-02-09 18:47:35,329 - mmaction - INFO - Epoch [145][820/940] lr: 4.000e-02, eta: 1 day, 14:12:20, time: 1.181, data_time: 0.049, memory: 9497, top1_acc: 0.5318, top5_acc: 0.7512, loss_cls: 2.0449, loss: 2.0449, grad_norm: 2.5204 2022-02-09 18:47:59,026 - mmaction - INFO - Epoch [145][840/940] lr: 4.000e-02, eta: 1 day, 14:11:51, time: 1.184, data_time: 0.052, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7562, loss_cls: 2.0663, loss: 2.0663, grad_norm: 2.5879 2022-02-09 18:48:22,634 - mmaction - INFO - Epoch [145][860/940] lr: 4.000e-02, eta: 1 day, 14:11:23, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.5299, top5_acc: 0.7547, loss_cls: 2.0506, loss: 2.0506, grad_norm: 2.5740 2022-02-09 18:48:46,326 - mmaction - INFO - Epoch [145][880/940] lr: 4.000e-02, eta: 1 day, 14:10:54, time: 1.185, data_time: 0.055, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7512, loss_cls: 2.0765, loss: 2.0765, grad_norm: 2.5950 2022-02-09 18:49:09,926 - mmaction - INFO - Epoch [145][900/940] lr: 4.000e-02, eta: 1 day, 14:10:26, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.5320, top5_acc: 0.7576, loss_cls: 2.0437, loss: 2.0437, grad_norm: 2.5629 2022-02-09 18:49:33,523 - mmaction - INFO - Epoch [145][920/940] lr: 4.000e-02, eta: 1 day, 14:09:58, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.5334, top5_acc: 0.7537, loss_cls: 2.0502, loss: 2.0502, grad_norm: 2.5607 2022-02-09 18:49:55,938 - mmaction - INFO - Epoch [145][940/940] lr: 4.000e-02, eta: 1 day, 14:09:28, time: 1.121, data_time: 0.052, memory: 9497, top1_acc: 0.5172, top5_acc: 0.7528, loss_cls: 2.0844, loss: 2.0844, grad_norm: 2.5851 2022-02-09 18:49:58,604 - mmaction - INFO - Saving checkpoint at 145 epochs 2022-02-09 18:53:19,993 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 18:53:20,789 - mmaction - INFO - top1_acc 0.5737 top5_acc 0.8122 2022-02-09 18:53:20,789 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 18:53:20,841 - mmaction - INFO - mean_acc 0.5737 2022-02-09 18:53:20,848 - mmaction - INFO - Epoch(val) [145][78] top1_acc: 0.5737, top5_acc: 0.8122, mean_class_accuracy: 0.5737 2022-02-09 18:56:08,770 - mmaction - INFO - Epoch [146][20/940] lr: 4.000e-02, eta: 1 day, 14:10:50, time: 8.394, data_time: 5.915, memory: 9497, top1_acc: 0.5350, top5_acc: 0.7607, loss_cls: 2.0206, loss: 2.0206, grad_norm: 2.6126 2022-02-09 18:56:31,865 - mmaction - INFO - Epoch [146][40/940] lr: 4.000e-02, eta: 1 day, 14:10:21, time: 1.155, data_time: 0.044, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7613, loss_cls: 2.0131, loss: 2.0131, grad_norm: 2.6094 2022-02-09 18:56:55,068 - mmaction - INFO - Epoch [146][60/940] lr: 4.000e-02, eta: 1 day, 14:09:53, time: 1.160, data_time: 0.045, memory: 9497, top1_acc: 0.5283, top5_acc: 0.7490, loss_cls: 2.0612, loss: 2.0612, grad_norm: 2.6249 2022-02-09 18:57:18,417 - mmaction - INFO - Epoch [146][80/940] lr: 4.000e-02, eta: 1 day, 14:09:24, time: 1.168, data_time: 0.044, memory: 9497, top1_acc: 0.5316, top5_acc: 0.7584, loss_cls: 2.0223, loss: 2.0223, grad_norm: 2.5880 2022-02-09 18:57:41,681 - mmaction - INFO - Epoch [146][100/940] lr: 4.000e-02, eta: 1 day, 14:08:55, time: 1.163, data_time: 0.049, memory: 9497, top1_acc: 0.5445, top5_acc: 0.7635, loss_cls: 2.0192, loss: 2.0192, grad_norm: 2.5670 2022-02-09 18:58:05,078 - mmaction - INFO - Epoch [146][120/940] lr: 4.000e-02, eta: 1 day, 14:08:27, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.5326, top5_acc: 0.7613, loss_cls: 2.0402, loss: 2.0402, grad_norm: 2.5854 2022-02-09 18:58:28,535 - mmaction - INFO - Epoch [146][140/940] lr: 4.000e-02, eta: 1 day, 14:07:58, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.5240, top5_acc: 0.7547, loss_cls: 2.0263, loss: 2.0263, grad_norm: 2.5857 2022-02-09 18:58:51,876 - mmaction - INFO - Epoch [146][160/940] lr: 4.000e-02, eta: 1 day, 14:07:29, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.5352, top5_acc: 0.7680, loss_cls: 2.0078, loss: 2.0078, grad_norm: 2.5808 2022-02-09 18:59:15,215 - mmaction - INFO - Epoch [146][180/940] lr: 4.000e-02, eta: 1 day, 14:07:01, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.5344, top5_acc: 0.7574, loss_cls: 2.0442, loss: 2.0442, grad_norm: 2.5641 2022-02-09 18:59:38,533 - mmaction - INFO - Epoch [146][200/940] lr: 4.000e-02, eta: 1 day, 14:06:32, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7508, loss_cls: 2.0733, loss: 2.0733, grad_norm: 2.5328 2022-02-09 19:00:01,921 - mmaction - INFO - Epoch [146][220/940] lr: 4.000e-02, eta: 1 day, 14:06:04, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.5305, top5_acc: 0.7557, loss_cls: 2.0373, loss: 2.0373, grad_norm: 2.5704 2022-02-09 19:00:25,378 - mmaction - INFO - Epoch [146][240/940] lr: 4.000e-02, eta: 1 day, 14:05:35, time: 1.173, data_time: 0.047, memory: 9497, top1_acc: 0.5437, top5_acc: 0.7654, loss_cls: 1.9909, loss: 1.9909, grad_norm: 2.5658 2022-02-09 19:00:48,876 - mmaction - INFO - Epoch [146][260/940] lr: 4.000e-02, eta: 1 day, 14:05:06, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.5410, top5_acc: 0.7645, loss_cls: 1.9803, loss: 1.9803, grad_norm: 2.6073 2022-02-09 19:01:12,465 - mmaction - INFO - Epoch [146][280/940] lr: 4.000e-02, eta: 1 day, 14:04:38, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.5307, top5_acc: 0.7611, loss_cls: 2.0115, loss: 2.0115, grad_norm: 2.5759 2022-02-09 19:01:35,885 - mmaction - INFO - Epoch [146][300/940] lr: 4.000e-02, eta: 1 day, 14:04:09, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.5354, top5_acc: 0.7604, loss_cls: 1.9985, loss: 1.9985, grad_norm: 2.6080 2022-02-09 19:01:59,333 - mmaction - INFO - Epoch [146][320/940] lr: 4.000e-02, eta: 1 day, 14:03:41, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7553, loss_cls: 2.0329, loss: 2.0329, grad_norm: 2.5927 2022-02-09 19:02:22,745 - mmaction - INFO - Epoch [146][340/940] lr: 4.000e-02, eta: 1 day, 14:03:12, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7531, loss_cls: 2.0652, loss: 2.0652, grad_norm: 2.6237 2022-02-09 19:02:46,083 - mmaction - INFO - Epoch [146][360/940] lr: 4.000e-02, eta: 1 day, 14:02:44, time: 1.167, data_time: 0.058, memory: 9497, top1_acc: 0.5248, top5_acc: 0.7600, loss_cls: 2.0356, loss: 2.0356, grad_norm: 2.5728 2022-02-09 19:03:09,499 - mmaction - INFO - Epoch [146][380/940] lr: 4.000e-02, eta: 1 day, 14:02:15, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.5340, top5_acc: 0.7619, loss_cls: 2.0255, loss: 2.0255, grad_norm: 2.5922 2022-02-09 19:03:32,953 - mmaction - INFO - Epoch [146][400/940] lr: 4.000e-02, eta: 1 day, 14:01:47, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5336, top5_acc: 0.7592, loss_cls: 2.0333, loss: 2.0333, grad_norm: 2.5725 2022-02-09 19:03:56,441 - mmaction - INFO - Epoch [146][420/940] lr: 4.000e-02, eta: 1 day, 14:01:18, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.5371, top5_acc: 0.7660, loss_cls: 2.0020, loss: 2.0020, grad_norm: 2.6003 2022-02-09 19:04:19,956 - mmaction - INFO - Epoch [146][440/940] lr: 4.000e-02, eta: 1 day, 14:00:50, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5311, top5_acc: 0.7584, loss_cls: 2.0133, loss: 2.0133, grad_norm: 2.6010 2022-02-09 19:04:43,385 - mmaction - INFO - Epoch [146][460/940] lr: 4.000e-02, eta: 1 day, 14:00:21, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.5146, top5_acc: 0.7434, loss_cls: 2.1161, loss: 2.1161, grad_norm: 2.6365 2022-02-09 19:05:06,844 - mmaction - INFO - Epoch [146][480/940] lr: 4.000e-02, eta: 1 day, 13:59:53, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7537, loss_cls: 2.0757, loss: 2.0757, grad_norm: 2.5517 2022-02-09 19:05:30,355 - mmaction - INFO - Epoch [146][500/940] lr: 4.000e-02, eta: 1 day, 13:59:24, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.5373, top5_acc: 0.7674, loss_cls: 2.0116, loss: 2.0116, grad_norm: 2.5726 2022-02-09 19:05:53,904 - mmaction - INFO - Epoch [146][520/940] lr: 4.000e-02, eta: 1 day, 13:58:56, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7422, loss_cls: 2.0981, loss: 2.0981, grad_norm: 2.6550 2022-02-09 19:06:17,276 - mmaction - INFO - Epoch [146][540/940] lr: 4.000e-02, eta: 1 day, 13:58:27, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7564, loss_cls: 2.0307, loss: 2.0307, grad_norm: 2.6166 2022-02-09 19:06:40,588 - mmaction - INFO - Epoch [146][560/940] lr: 4.000e-02, eta: 1 day, 13:57:58, time: 1.166, data_time: 0.058, memory: 9497, top1_acc: 0.5469, top5_acc: 0.7705, loss_cls: 1.9663, loss: 1.9663, grad_norm: 2.5503 2022-02-09 19:07:04,204 - mmaction - INFO - Epoch [146][580/940] lr: 4.000e-02, eta: 1 day, 13:57:30, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.5432, top5_acc: 0.7709, loss_cls: 2.0049, loss: 2.0049, grad_norm: 2.6446 2022-02-09 19:07:27,765 - mmaction - INFO - Epoch [146][600/940] lr: 4.000e-02, eta: 1 day, 13:57:01, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5359, top5_acc: 0.7604, loss_cls: 2.0043, loss: 2.0043, grad_norm: 2.5798 2022-02-09 19:07:51,287 - mmaction - INFO - Epoch [146][620/940] lr: 4.000e-02, eta: 1 day, 13:56:33, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7547, loss_cls: 2.0543, loss: 2.0543, grad_norm: 2.5804 2022-02-09 19:08:14,834 - mmaction - INFO - Epoch [146][640/940] lr: 4.000e-02, eta: 1 day, 13:56:05, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.5248, top5_acc: 0.7637, loss_cls: 2.0436, loss: 2.0436, grad_norm: 2.6236 2022-02-09 19:08:38,522 - mmaction - INFO - Epoch [146][660/940] lr: 4.000e-02, eta: 1 day, 13:55:36, time: 1.184, data_time: 0.055, memory: 9497, top1_acc: 0.5041, top5_acc: 0.7439, loss_cls: 2.1247, loss: 2.1247, grad_norm: 2.7266 2022-02-09 19:09:02,030 - mmaction - INFO - Epoch [146][680/940] lr: 4.000e-02, eta: 1 day, 13:55:08, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5324, top5_acc: 0.7582, loss_cls: 2.0280, loss: 2.0280, grad_norm: 2.5938 2022-02-09 19:09:25,581 - mmaction - INFO - Epoch [146][700/940] lr: 4.000e-02, eta: 1 day, 13:54:39, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7492, loss_cls: 2.0647, loss: 2.0647, grad_norm: 2.6405 2022-02-09 19:09:49,115 - mmaction - INFO - Epoch [146][720/940] lr: 4.000e-02, eta: 1 day, 13:54:11, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.5305, top5_acc: 0.7512, loss_cls: 2.0470, loss: 2.0470, grad_norm: 2.5735 2022-02-09 19:10:12,709 - mmaction - INFO - Epoch [146][740/940] lr: 4.000e-02, eta: 1 day, 13:53:42, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7510, loss_cls: 2.0587, loss: 2.0587, grad_norm: 2.5862 2022-02-09 19:10:36,241 - mmaction - INFO - Epoch [146][760/940] lr: 4.000e-02, eta: 1 day, 13:53:14, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.5338, top5_acc: 0.7666, loss_cls: 2.0009, loss: 2.0009, grad_norm: 2.6066 2022-02-09 19:10:59,835 - mmaction - INFO - Epoch [146][780/940] lr: 4.000e-02, eta: 1 day, 13:52:46, time: 1.180, data_time: 0.048, memory: 9497, top1_acc: 0.5367, top5_acc: 0.7727, loss_cls: 1.9894, loss: 1.9894, grad_norm: 2.5972 2022-02-09 19:11:23,513 - mmaction - INFO - Epoch [146][800/940] lr: 4.000e-02, eta: 1 day, 13:52:17, time: 1.184, data_time: 0.059, memory: 9497, top1_acc: 0.5191, top5_acc: 0.7459, loss_cls: 2.1176, loss: 2.1176, grad_norm: 2.6589 2022-02-09 19:11:47,211 - mmaction - INFO - Epoch [146][820/940] lr: 4.000e-02, eta: 1 day, 13:51:49, time: 1.185, data_time: 0.057, memory: 9497, top1_acc: 0.5184, top5_acc: 0.7482, loss_cls: 2.1253, loss: 2.1253, grad_norm: 2.5671 2022-02-09 19:12:10,805 - mmaction - INFO - Epoch [146][840/940] lr: 4.000e-02, eta: 1 day, 13:51:20, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.5389, top5_acc: 0.7627, loss_cls: 1.9972, loss: 1.9972, grad_norm: 2.5622 2022-02-09 19:12:34,361 - mmaction - INFO - Epoch [146][860/940] lr: 4.000e-02, eta: 1 day, 13:50:52, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7545, loss_cls: 2.0761, loss: 2.0761, grad_norm: 2.5902 2022-02-09 19:12:57,929 - mmaction - INFO - Epoch [146][880/940] lr: 4.000e-02, eta: 1 day, 13:50:24, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7621, loss_cls: 2.0450, loss: 2.0450, grad_norm: 2.5889 2022-02-09 19:13:21,537 - mmaction - INFO - Epoch [146][900/940] lr: 4.000e-02, eta: 1 day, 13:49:55, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.5201, top5_acc: 0.7484, loss_cls: 2.0833, loss: 2.0833, grad_norm: 2.6067 2022-02-09 19:13:45,180 - mmaction - INFO - Epoch [146][920/940] lr: 4.000e-02, eta: 1 day, 13:49:27, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.5256, top5_acc: 0.7633, loss_cls: 2.0600, loss: 2.0600, grad_norm: 2.6334 2022-02-09 19:14:07,622 - mmaction - INFO - Epoch [146][940/940] lr: 4.000e-02, eta: 1 day, 13:48:58, time: 1.122, data_time: 0.061, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7557, loss_cls: 2.0717, loss: 2.0717, grad_norm: 2.6261 2022-02-09 19:17:00,909 - mmaction - INFO - Epoch [147][20/940] lr: 4.000e-02, eta: 1 day, 13:50:19, time: 8.473, data_time: 7.351, memory: 9497, top1_acc: 0.5268, top5_acc: 0.7521, loss_cls: 2.0496, loss: 2.0496, grad_norm: 2.5534 2022-02-09 19:17:24,118 - mmaction - INFO - Epoch [147][40/940] lr: 4.000e-02, eta: 1 day, 13:49:50, time: 1.163, data_time: 0.052, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7496, loss_cls: 2.0707, loss: 2.0707, grad_norm: 2.6025 2022-02-09 19:17:47,391 - mmaction - INFO - Epoch [147][60/940] lr: 4.000e-02, eta: 1 day, 13:49:22, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.5332, top5_acc: 0.7682, loss_cls: 1.9995, loss: 1.9995, grad_norm: 2.5744 2022-02-09 19:18:10,704 - mmaction - INFO - Epoch [147][80/940] lr: 4.000e-02, eta: 1 day, 13:48:53, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 2.0419, loss: 2.0419, grad_norm: 2.6515 2022-02-09 19:18:34,107 - mmaction - INFO - Epoch [147][100/940] lr: 4.000e-02, eta: 1 day, 13:48:25, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7623, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.6277 2022-02-09 19:18:57,535 - mmaction - INFO - Epoch [147][120/940] lr: 4.000e-02, eta: 1 day, 13:47:56, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7615, loss_cls: 2.0153, loss: 2.0153, grad_norm: 2.5801 2022-02-09 19:19:20,814 - mmaction - INFO - Epoch [147][140/940] lr: 4.000e-02, eta: 1 day, 13:47:27, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.5283, top5_acc: 0.7535, loss_cls: 2.0485, loss: 2.0485, grad_norm: 2.5558 2022-02-09 19:19:44,199 - mmaction - INFO - Epoch [147][160/940] lr: 4.000e-02, eta: 1 day, 13:46:59, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.5457, top5_acc: 0.7693, loss_cls: 1.9846, loss: 1.9846, grad_norm: 2.5577 2022-02-09 19:20:07,588 - mmaction - INFO - Epoch [147][180/940] lr: 4.000e-02, eta: 1 day, 13:46:30, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.5285, top5_acc: 0.7561, loss_cls: 2.0368, loss: 2.0368, grad_norm: 2.6330 2022-02-09 19:20:31,060 - mmaction - INFO - Epoch [147][200/940] lr: 4.000e-02, eta: 1 day, 13:46:02, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7631, loss_cls: 2.0298, loss: 2.0298, grad_norm: 2.5895 2022-02-09 19:20:54,486 - mmaction - INFO - Epoch [147][220/940] lr: 4.000e-02, eta: 1 day, 13:45:33, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.5367, top5_acc: 0.7650, loss_cls: 2.0065, loss: 2.0065, grad_norm: 2.6118 2022-02-09 19:21:17,997 - mmaction - INFO - Epoch [147][240/940] lr: 4.000e-02, eta: 1 day, 13:45:05, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7523, loss_cls: 2.0683, loss: 2.0683, grad_norm: 2.6191 2022-02-09 19:21:41,470 - mmaction - INFO - Epoch [147][260/940] lr: 4.000e-02, eta: 1 day, 13:44:36, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.5473, top5_acc: 0.7680, loss_cls: 1.9568, loss: 1.9568, grad_norm: 2.5474 2022-02-09 19:22:04,937 - mmaction - INFO - Epoch [147][280/940] lr: 4.000e-02, eta: 1 day, 13:44:08, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5137, top5_acc: 0.7629, loss_cls: 2.0569, loss: 2.0569, grad_norm: 2.6849 2022-02-09 19:22:28,480 - mmaction - INFO - Epoch [147][300/940] lr: 4.000e-02, eta: 1 day, 13:43:39, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.5262, top5_acc: 0.7535, loss_cls: 2.0535, loss: 2.0535, grad_norm: 2.5443 2022-02-09 19:22:51,964 - mmaction - INFO - Epoch [147][320/940] lr: 4.000e-02, eta: 1 day, 13:43:11, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.5266, top5_acc: 0.7521, loss_cls: 2.0484, loss: 2.0484, grad_norm: 2.5891 2022-02-09 19:23:15,403 - mmaction - INFO - Epoch [147][340/940] lr: 4.000e-02, eta: 1 day, 13:42:42, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.5387, top5_acc: 0.7637, loss_cls: 2.0172, loss: 2.0172, grad_norm: 2.5549 2022-02-09 19:23:38,940 - mmaction - INFO - Epoch [147][360/940] lr: 4.000e-02, eta: 1 day, 13:42:14, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7525, loss_cls: 2.0429, loss: 2.0429, grad_norm: 2.5768 2022-02-09 19:24:02,471 - mmaction - INFO - Epoch [147][380/940] lr: 4.000e-02, eta: 1 day, 13:41:45, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.5336, top5_acc: 0.7598, loss_cls: 2.0311, loss: 2.0311, grad_norm: 2.5812 2022-02-09 19:24:26,004 - mmaction - INFO - Epoch [147][400/940] lr: 4.000e-02, eta: 1 day, 13:41:17, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.5277, top5_acc: 0.7502, loss_cls: 2.0647, loss: 2.0647, grad_norm: 2.5724 2022-02-09 19:24:49,612 - mmaction - INFO - Epoch [147][420/940] lr: 4.000e-02, eta: 1 day, 13:40:48, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.5377, top5_acc: 0.7535, loss_cls: 2.0058, loss: 2.0058, grad_norm: 2.6016 2022-02-09 19:25:13,142 - mmaction - INFO - Epoch [147][440/940] lr: 4.000e-02, eta: 1 day, 13:40:20, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7533, loss_cls: 2.0697, loss: 2.0697, grad_norm: 2.6324 2022-02-09 19:25:36,668 - mmaction - INFO - Epoch [147][460/940] lr: 4.000e-02, eta: 1 day, 13:39:51, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5297, top5_acc: 0.7566, loss_cls: 2.0496, loss: 2.0496, grad_norm: 2.5793 2022-02-09 19:26:00,133 - mmaction - INFO - Epoch [147][480/940] lr: 4.000e-02, eta: 1 day, 13:39:23, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.5129, top5_acc: 0.7424, loss_cls: 2.1174, loss: 2.1174, grad_norm: 2.6165 2022-02-09 19:26:23,613 - mmaction - INFO - Epoch [147][500/940] lr: 4.000e-02, eta: 1 day, 13:38:55, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5162, top5_acc: 0.7516, loss_cls: 2.0941, loss: 2.0941, grad_norm: 2.6453 2022-02-09 19:26:47,195 - mmaction - INFO - Epoch [147][520/940] lr: 4.000e-02, eta: 1 day, 13:38:26, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.5318, top5_acc: 0.7559, loss_cls: 2.0584, loss: 2.0584, grad_norm: 2.5597 2022-02-09 19:27:10,699 - mmaction - INFO - Epoch [147][540/940] lr: 4.000e-02, eta: 1 day, 13:37:58, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5262, top5_acc: 0.7580, loss_cls: 2.0339, loss: 2.0339, grad_norm: 2.6059 2022-02-09 19:27:34,207 - mmaction - INFO - Epoch [147][560/940] lr: 4.000e-02, eta: 1 day, 13:37:29, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5354, top5_acc: 0.7615, loss_cls: 2.0023, loss: 2.0023, grad_norm: 2.6357 2022-02-09 19:27:57,787 - mmaction - INFO - Epoch [147][580/940] lr: 4.000e-02, eta: 1 day, 13:37:01, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.5385, top5_acc: 0.7590, loss_cls: 2.0289, loss: 2.0289, grad_norm: 2.5605 2022-02-09 19:28:21,068 - mmaction - INFO - Epoch [147][600/940] lr: 4.000e-02, eta: 1 day, 13:36:32, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.5193, top5_acc: 0.7520, loss_cls: 2.0808, loss: 2.0808, grad_norm: 2.6304 2022-02-09 19:28:44,570 - mmaction - INFO - Epoch [147][620/940] lr: 4.000e-02, eta: 1 day, 13:36:04, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5354, top5_acc: 0.7607, loss_cls: 2.0150, loss: 2.0150, grad_norm: 2.5742 2022-02-09 19:29:07,983 - mmaction - INFO - Epoch [147][640/940] lr: 4.000e-02, eta: 1 day, 13:35:35, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7525, loss_cls: 2.0505, loss: 2.0505, grad_norm: 2.6510 2022-02-09 19:29:31,585 - mmaction - INFO - Epoch [147][660/940] lr: 4.000e-02, eta: 1 day, 13:35:07, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.5268, top5_acc: 0.7623, loss_cls: 2.0439, loss: 2.0439, grad_norm: 2.5659 2022-02-09 19:29:55,006 - mmaction - INFO - Epoch [147][680/940] lr: 4.000e-02, eta: 1 day, 13:34:38, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7516, loss_cls: 2.0787, loss: 2.0787, grad_norm: 2.6394 2022-02-09 19:30:18,907 - mmaction - INFO - Epoch [147][700/940] lr: 4.000e-02, eta: 1 day, 13:34:10, time: 1.195, data_time: 0.053, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7461, loss_cls: 2.0890, loss: 2.0890, grad_norm: 2.6017 2022-02-09 19:30:42,435 - mmaction - INFO - Epoch [147][720/940] lr: 4.000e-02, eta: 1 day, 13:33:42, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5133, top5_acc: 0.7537, loss_cls: 2.0836, loss: 2.0836, grad_norm: 2.6339 2022-02-09 19:31:05,915 - mmaction - INFO - Epoch [147][740/940] lr: 4.000e-02, eta: 1 day, 13:33:13, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.5273, top5_acc: 0.7609, loss_cls: 2.0422, loss: 2.0422, grad_norm: 2.5990 2022-02-09 19:31:29,559 - mmaction - INFO - Epoch [147][760/940] lr: 4.000e-02, eta: 1 day, 13:32:45, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.5186, top5_acc: 0.7527, loss_cls: 2.0679, loss: 2.0679, grad_norm: 2.6229 2022-02-09 19:31:53,042 - mmaction - INFO - Epoch [147][780/940] lr: 4.000e-02, eta: 1 day, 13:32:16, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.5283, top5_acc: 0.7594, loss_cls: 2.0498, loss: 2.0498, grad_norm: 2.6055 2022-02-09 19:32:16,588 - mmaction - INFO - Epoch [147][800/940] lr: 4.000e-02, eta: 1 day, 13:31:48, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7465, loss_cls: 2.1085, loss: 2.1085, grad_norm: 2.6187 2022-02-09 19:32:40,100 - mmaction - INFO - Epoch [147][820/940] lr: 4.000e-02, eta: 1 day, 13:31:20, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7510, loss_cls: 2.0740, loss: 2.0740, grad_norm: 2.5966 2022-02-09 19:33:03,565 - mmaction - INFO - Epoch [147][840/940] lr: 4.000e-02, eta: 1 day, 13:30:51, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.0994, loss: 2.0994, grad_norm: 2.5463 2022-02-09 19:33:27,067 - mmaction - INFO - Epoch [147][860/940] lr: 4.000e-02, eta: 1 day, 13:30:23, time: 1.175, data_time: 0.044, memory: 9497, top1_acc: 0.5322, top5_acc: 0.7551, loss_cls: 2.0485, loss: 2.0485, grad_norm: 2.5762 2022-02-09 19:33:50,599 - mmaction - INFO - Epoch [147][880/940] lr: 4.000e-02, eta: 1 day, 13:29:54, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.5311, top5_acc: 0.7590, loss_cls: 2.0592, loss: 2.0592, grad_norm: 2.6089 2022-02-09 19:34:14,191 - mmaction - INFO - Epoch [147][900/940] lr: 4.000e-02, eta: 1 day, 13:29:26, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.5195, top5_acc: 0.7527, loss_cls: 2.0686, loss: 2.0686, grad_norm: 2.6075 2022-02-09 19:34:37,674 - mmaction - INFO - Epoch [147][920/940] lr: 4.000e-02, eta: 1 day, 13:28:57, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5322, top5_acc: 0.7594, loss_cls: 2.0462, loss: 2.0462, grad_norm: 2.5901 2022-02-09 19:34:59,971 - mmaction - INFO - Epoch [147][940/940] lr: 4.000e-02, eta: 1 day, 13:28:28, time: 1.114, data_time: 0.055, memory: 9497, top1_acc: 0.5233, top5_acc: 0.7577, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.5615 2022-02-09 19:38:02,860 - mmaction - INFO - Epoch [148][20/940] lr: 4.000e-02, eta: 1 day, 13:29:56, time: 9.022, data_time: 6.585, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7508, loss_cls: 2.0616, loss: 2.0616, grad_norm: 2.5668 2022-02-09 19:38:25,871 - mmaction - INFO - Epoch [148][40/940] lr: 4.000e-02, eta: 1 day, 13:29:27, time: 1.151, data_time: 0.047, memory: 9497, top1_acc: 0.5320, top5_acc: 0.7570, loss_cls: 2.0281, loss: 2.0281, grad_norm: 2.5612 2022-02-09 19:38:49,006 - mmaction - INFO - Epoch [148][60/940] lr: 4.000e-02, eta: 1 day, 13:28:58, time: 1.157, data_time: 0.046, memory: 9497, top1_acc: 0.5387, top5_acc: 0.7607, loss_cls: 1.9939, loss: 1.9939, grad_norm: 2.5805 2022-02-09 19:39:12,241 - mmaction - INFO - Epoch [148][80/940] lr: 4.000e-02, eta: 1 day, 13:28:30, time: 1.162, data_time: 0.039, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7535, loss_cls: 2.0556, loss: 2.0556, grad_norm: 2.5912 2022-02-09 19:39:35,483 - mmaction - INFO - Epoch [148][100/940] lr: 4.000e-02, eta: 1 day, 13:28:01, time: 1.162, data_time: 0.043, memory: 9497, top1_acc: 0.5420, top5_acc: 0.7689, loss_cls: 1.9708, loss: 1.9708, grad_norm: 2.5785 2022-02-09 19:39:58,949 - mmaction - INFO - Epoch [148][120/940] lr: 4.000e-02, eta: 1 day, 13:27:33, time: 1.173, data_time: 0.045, memory: 9497, top1_acc: 0.5289, top5_acc: 0.7432, loss_cls: 2.0801, loss: 2.0801, grad_norm: 2.6379 2022-02-09 19:40:22,486 - mmaction - INFO - Epoch [148][140/940] lr: 4.000e-02, eta: 1 day, 13:27:04, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.5389, top5_acc: 0.7629, loss_cls: 2.0217, loss: 2.0217, grad_norm: 2.5693 2022-02-09 19:40:45,916 - mmaction - INFO - Epoch [148][160/940] lr: 4.000e-02, eta: 1 day, 13:26:36, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5447, top5_acc: 0.7705, loss_cls: 1.9619, loss: 1.9619, grad_norm: 2.5458 2022-02-09 19:41:09,329 - mmaction - INFO - Epoch [148][180/940] lr: 4.000e-02, eta: 1 day, 13:26:07, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.5340, top5_acc: 0.7635, loss_cls: 2.0197, loss: 2.0197, grad_norm: 2.5783 2022-02-09 19:41:32,555 - mmaction - INFO - Epoch [148][200/940] lr: 4.000e-02, eta: 1 day, 13:25:38, time: 1.161, data_time: 0.049, memory: 9497, top1_acc: 0.5312, top5_acc: 0.7586, loss_cls: 2.0166, loss: 2.0166, grad_norm: 2.5765 2022-02-09 19:41:56,119 - mmaction - INFO - Epoch [148][220/940] lr: 4.000e-02, eta: 1 day, 13:25:10, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.5320, top5_acc: 0.7570, loss_cls: 2.0407, loss: 2.0407, grad_norm: 2.6153 2022-02-09 19:42:19,619 - mmaction - INFO - Epoch [148][240/940] lr: 4.000e-02, eta: 1 day, 13:24:42, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.5268, top5_acc: 0.7492, loss_cls: 2.0853, loss: 2.0853, grad_norm: 2.6256 2022-02-09 19:42:43,104 - mmaction - INFO - Epoch [148][260/940] lr: 4.000e-02, eta: 1 day, 13:24:13, time: 1.175, data_time: 0.044, memory: 9497, top1_acc: 0.5246, top5_acc: 0.7584, loss_cls: 2.0797, loss: 2.0797, grad_norm: 2.6079 2022-02-09 19:43:06,530 - mmaction - INFO - Epoch [148][280/940] lr: 4.000e-02, eta: 1 day, 13:23:45, time: 1.171, data_time: 0.045, memory: 9497, top1_acc: 0.5285, top5_acc: 0.7566, loss_cls: 2.0555, loss: 2.0555, grad_norm: 2.5797 2022-02-09 19:43:29,949 - mmaction - INFO - Epoch [148][300/940] lr: 4.000e-02, eta: 1 day, 13:23:16, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7514, loss_cls: 2.0571, loss: 2.0571, grad_norm: 2.5688 2022-02-09 19:43:53,428 - mmaction - INFO - Epoch [148][320/940] lr: 4.000e-02, eta: 1 day, 13:22:48, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5365, top5_acc: 0.7600, loss_cls: 2.0170, loss: 2.0170, grad_norm: 2.6387 2022-02-09 19:44:16,956 - mmaction - INFO - Epoch [148][340/940] lr: 4.000e-02, eta: 1 day, 13:22:19, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7590, loss_cls: 2.0646, loss: 2.0646, grad_norm: 2.6237 2022-02-09 19:44:40,519 - mmaction - INFO - Epoch [148][360/940] lr: 4.000e-02, eta: 1 day, 13:21:51, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.5258, top5_acc: 0.7480, loss_cls: 2.0671, loss: 2.0671, grad_norm: 2.6116 2022-02-09 19:45:04,100 - mmaction - INFO - Epoch [148][380/940] lr: 4.000e-02, eta: 1 day, 13:21:22, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7490, loss_cls: 2.0562, loss: 2.0562, grad_norm: 2.6087 2022-02-09 19:45:27,720 - mmaction - INFO - Epoch [148][400/940] lr: 4.000e-02, eta: 1 day, 13:20:54, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7539, loss_cls: 2.0419, loss: 2.0419, grad_norm: 2.6210 2022-02-09 19:45:51,257 - mmaction - INFO - Epoch [148][420/940] lr: 4.000e-02, eta: 1 day, 13:20:26, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.5328, top5_acc: 0.7562, loss_cls: 2.0251, loss: 2.0251, grad_norm: 2.6091 2022-02-09 19:46:14,769 - mmaction - INFO - Epoch [148][440/940] lr: 4.000e-02, eta: 1 day, 13:19:57, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7559, loss_cls: 2.0607, loss: 2.0607, grad_norm: 2.5700 2022-02-09 19:46:38,243 - mmaction - INFO - Epoch [148][460/940] lr: 4.000e-02, eta: 1 day, 13:19:29, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.5342, top5_acc: 0.7619, loss_cls: 2.0099, loss: 2.0099, grad_norm: 2.5934 2022-02-09 19:47:01,716 - mmaction - INFO - Epoch [148][480/940] lr: 4.000e-02, eta: 1 day, 13:19:00, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.5318, top5_acc: 0.7607, loss_cls: 2.0349, loss: 2.0349, grad_norm: 2.5738 2022-02-09 19:47:25,205 - mmaction - INFO - Epoch [148][500/940] lr: 4.000e-02, eta: 1 day, 13:18:32, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5279, top5_acc: 0.7613, loss_cls: 2.0224, loss: 2.0224, grad_norm: 2.5948 2022-02-09 19:47:48,678 - mmaction - INFO - Epoch [148][520/940] lr: 4.000e-02, eta: 1 day, 13:18:03, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5199, top5_acc: 0.7553, loss_cls: 2.0511, loss: 2.0511, grad_norm: 2.5949 2022-02-09 19:48:12,162 - mmaction - INFO - Epoch [148][540/940] lr: 4.000e-02, eta: 1 day, 13:17:35, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7479, loss_cls: 2.0608, loss: 2.0608, grad_norm: 2.6487 2022-02-09 19:48:35,625 - mmaction - INFO - Epoch [148][560/940] lr: 4.000e-02, eta: 1 day, 13:17:06, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.5400, top5_acc: 0.7674, loss_cls: 1.9987, loss: 1.9987, grad_norm: 2.5923 2022-02-09 19:48:59,022 - mmaction - INFO - Epoch [148][580/940] lr: 4.000e-02, eta: 1 day, 13:16:38, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.5316, top5_acc: 0.7615, loss_cls: 2.0185, loss: 2.0185, grad_norm: 2.6480 2022-02-09 19:49:22,606 - mmaction - INFO - Epoch [148][600/940] lr: 4.000e-02, eta: 1 day, 13:16:10, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.5221, top5_acc: 0.7492, loss_cls: 2.0697, loss: 2.0697, grad_norm: 2.6604 2022-02-09 19:49:46,060 - mmaction - INFO - Epoch [148][620/940] lr: 4.000e-02, eta: 1 day, 13:15:41, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5246, top5_acc: 0.7557, loss_cls: 2.0575, loss: 2.0575, grad_norm: 2.5816 2022-02-09 19:50:09,536 - mmaction - INFO - Epoch [148][640/940] lr: 4.000e-02, eta: 1 day, 13:15:13, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.5377, top5_acc: 0.7684, loss_cls: 2.0131, loss: 2.0131, grad_norm: 2.6138 2022-02-09 19:50:32,995 - mmaction - INFO - Epoch [148][660/940] lr: 4.000e-02, eta: 1 day, 13:14:44, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7516, loss_cls: 2.0662, loss: 2.0662, grad_norm: 2.5532 2022-02-09 19:50:56,498 - mmaction - INFO - Epoch [148][680/940] lr: 4.000e-02, eta: 1 day, 13:14:16, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7525, loss_cls: 2.0661, loss: 2.0661, grad_norm: 2.5594 2022-02-09 19:51:19,920 - mmaction - INFO - Epoch [148][700/940] lr: 4.000e-02, eta: 1 day, 13:13:47, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.5277, top5_acc: 0.7592, loss_cls: 2.0358, loss: 2.0358, grad_norm: 2.6255 2022-02-09 19:51:43,292 - mmaction - INFO - Epoch [148][720/940] lr: 4.000e-02, eta: 1 day, 13:13:19, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.5449, top5_acc: 0.7664, loss_cls: 1.9703, loss: 1.9703, grad_norm: 2.5723 2022-02-09 19:52:06,753 - mmaction - INFO - Epoch [148][740/940] lr: 4.000e-02, eta: 1 day, 13:12:50, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.5248, top5_acc: 0.7553, loss_cls: 2.0592, loss: 2.0592, grad_norm: 2.5916 2022-02-09 19:52:30,236 - mmaction - INFO - Epoch [148][760/940] lr: 4.000e-02, eta: 1 day, 13:12:22, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7574, loss_cls: 2.0474, loss: 2.0474, grad_norm: 2.5872 2022-02-09 19:52:53,719 - mmaction - INFO - Epoch [148][780/940] lr: 4.000e-02, eta: 1 day, 13:11:53, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5389, top5_acc: 0.7600, loss_cls: 2.0287, loss: 2.0287, grad_norm: 2.5816 2022-02-09 19:53:17,358 - mmaction - INFO - Epoch [148][800/940] lr: 4.000e-02, eta: 1 day, 13:11:25, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.5316, top5_acc: 0.7479, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.6039 2022-02-09 19:53:40,917 - mmaction - INFO - Epoch [148][820/940] lr: 4.000e-02, eta: 1 day, 13:10:57, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7555, loss_cls: 2.0653, loss: 2.0653, grad_norm: 2.6197 2022-02-09 19:54:04,490 - mmaction - INFO - Epoch [148][840/940] lr: 4.000e-02, eta: 1 day, 13:10:28, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.5336, top5_acc: 0.7594, loss_cls: 2.0354, loss: 2.0354, grad_norm: 2.5740 2022-02-09 19:54:27,895 - mmaction - INFO - Epoch [148][860/940] lr: 4.000e-02, eta: 1 day, 13:10:00, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7537, loss_cls: 2.0542, loss: 2.0542, grad_norm: 2.5502 2022-02-09 19:54:51,364 - mmaction - INFO - Epoch [148][880/940] lr: 4.000e-02, eta: 1 day, 13:09:32, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.5336, top5_acc: 0.7602, loss_cls: 2.0413, loss: 2.0413, grad_norm: 2.5897 2022-02-09 19:55:15,030 - mmaction - INFO - Epoch [148][900/940] lr: 4.000e-02, eta: 1 day, 13:09:03, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.5230, top5_acc: 0.7484, loss_cls: 2.0655, loss: 2.0655, grad_norm: 2.6063 2022-02-09 19:55:38,598 - mmaction - INFO - Epoch [148][920/940] lr: 4.000e-02, eta: 1 day, 13:08:35, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7598, loss_cls: 2.0260, loss: 2.0260, grad_norm: 2.5650 2022-02-09 19:56:00,889 - mmaction - INFO - Epoch [148][940/940] lr: 4.000e-02, eta: 1 day, 13:08:06, time: 1.116, data_time: 0.053, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7439, loss_cls: 2.1049, loss: 2.1049, grad_norm: 2.6649 2022-02-09 19:58:39,346 - mmaction - INFO - Epoch [149][20/940] lr: 4.000e-02, eta: 1 day, 13:09:14, time: 7.786, data_time: 6.368, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7641, loss_cls: 2.0312, loss: 2.0312, grad_norm: 2.5518 2022-02-09 19:59:02,553 - mmaction - INFO - Epoch [149][40/940] lr: 4.000e-02, eta: 1 day, 13:08:45, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7566, loss_cls: 2.0381, loss: 2.0381, grad_norm: 2.5556 2022-02-09 19:59:25,725 - mmaction - INFO - Epoch [149][60/940] lr: 4.000e-02, eta: 1 day, 13:08:16, time: 1.159, data_time: 0.043, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7420, loss_cls: 2.0445, loss: 2.0445, grad_norm: 2.6227 2022-02-09 19:59:48,979 - mmaction - INFO - Epoch [149][80/940] lr: 4.000e-02, eta: 1 day, 13:07:48, time: 1.162, data_time: 0.043, memory: 9497, top1_acc: 0.5354, top5_acc: 0.7564, loss_cls: 2.0320, loss: 2.0320, grad_norm: 2.5757 2022-02-09 20:00:13,500 - mmaction - INFO - Epoch [149][100/940] lr: 4.000e-02, eta: 1 day, 13:07:20, time: 1.226, data_time: 0.048, memory: 9497, top1_acc: 0.5352, top5_acc: 0.7662, loss_cls: 1.9898, loss: 1.9898, grad_norm: 2.5869 2022-02-09 20:00:36,801 - mmaction - INFO - Epoch [149][120/940] lr: 4.000e-02, eta: 1 day, 13:06:51, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.5455, top5_acc: 0.7662, loss_cls: 1.9483, loss: 1.9483, grad_norm: 2.6137 2022-02-09 20:01:00,138 - mmaction - INFO - Epoch [149][140/940] lr: 4.000e-02, eta: 1 day, 13:06:23, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.5332, top5_acc: 0.7553, loss_cls: 2.0460, loss: 2.0460, grad_norm: 2.6556 2022-02-09 20:01:23,506 - mmaction - INFO - Epoch [149][160/940] lr: 4.000e-02, eta: 1 day, 13:05:54, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7527, loss_cls: 2.0708, loss: 2.0708, grad_norm: 2.6135 2022-02-09 20:01:46,939 - mmaction - INFO - Epoch [149][180/940] lr: 4.000e-02, eta: 1 day, 13:05:26, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7572, loss_cls: 2.0394, loss: 2.0394, grad_norm: 2.6121 2022-02-09 20:02:10,285 - mmaction - INFO - Epoch [149][200/940] lr: 4.000e-02, eta: 1 day, 13:04:57, time: 1.167, data_time: 0.058, memory: 9497, top1_acc: 0.5359, top5_acc: 0.7664, loss_cls: 1.9970, loss: 1.9970, grad_norm: 2.6238 2022-02-09 20:02:33,718 - mmaction - INFO - Epoch [149][220/940] lr: 4.000e-02, eta: 1 day, 13:04:29, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.5314, top5_acc: 0.7584, loss_cls: 2.0097, loss: 2.0097, grad_norm: 2.6455 2022-02-09 20:02:57,196 - mmaction - INFO - Epoch [149][240/940] lr: 4.000e-02, eta: 1 day, 13:04:00, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.5207, top5_acc: 0.7543, loss_cls: 2.0542, loss: 2.0542, grad_norm: 2.5944 2022-02-09 20:03:20,627 - mmaction - INFO - Epoch [149][260/940] lr: 4.000e-02, eta: 1 day, 13:03:32, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5301, top5_acc: 0.7600, loss_cls: 2.0329, loss: 2.0329, grad_norm: 2.5582 2022-02-09 20:03:44,130 - mmaction - INFO - Epoch [149][280/940] lr: 4.000e-02, eta: 1 day, 13:03:04, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.5422, top5_acc: 0.7641, loss_cls: 1.9944, loss: 1.9944, grad_norm: 2.5709 2022-02-09 20:04:07,686 - mmaction - INFO - Epoch [149][300/940] lr: 4.000e-02, eta: 1 day, 13:02:35, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.5268, top5_acc: 0.7578, loss_cls: 2.0696, loss: 2.0696, grad_norm: 2.6813 2022-02-09 20:04:31,201 - mmaction - INFO - Epoch [149][320/940] lr: 4.000e-02, eta: 1 day, 13:02:07, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.5418, top5_acc: 0.7688, loss_cls: 2.0014, loss: 2.0014, grad_norm: 2.5921 2022-02-09 20:04:54,727 - mmaction - INFO - Epoch [149][340/940] lr: 4.000e-02, eta: 1 day, 13:01:38, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5254, top5_acc: 0.7576, loss_cls: 2.0130, loss: 2.0130, grad_norm: 2.5780 2022-02-09 20:05:18,160 - mmaction - INFO - Epoch [149][360/940] lr: 4.000e-02, eta: 1 day, 13:01:10, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.5322, top5_acc: 0.7664, loss_cls: 2.0378, loss: 2.0378, grad_norm: 2.6159 2022-02-09 20:05:41,586 - mmaction - INFO - Epoch [149][380/940] lr: 4.000e-02, eta: 1 day, 13:00:41, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5350, top5_acc: 0.7566, loss_cls: 2.0444, loss: 2.0444, grad_norm: 2.6288 2022-02-09 20:06:05,139 - mmaction - INFO - Epoch [149][400/940] lr: 4.000e-02, eta: 1 day, 13:00:13, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.5279, top5_acc: 0.7539, loss_cls: 2.0430, loss: 2.0430, grad_norm: 2.5922 2022-02-09 20:06:28,664 - mmaction - INFO - Epoch [149][420/940] lr: 4.000e-02, eta: 1 day, 12:59:45, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5176, top5_acc: 0.7443, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.6631 2022-02-09 20:06:52,205 - mmaction - INFO - Epoch [149][440/940] lr: 4.000e-02, eta: 1 day, 12:59:16, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5422, top5_acc: 0.7719, loss_cls: 2.0116, loss: 2.0116, grad_norm: 2.5856 2022-02-09 20:07:15,807 - mmaction - INFO - Epoch [149][460/940] lr: 4.000e-02, eta: 1 day, 12:58:48, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.5305, top5_acc: 0.7551, loss_cls: 2.0515, loss: 2.0515, grad_norm: 2.6383 2022-02-09 20:07:39,285 - mmaction - INFO - Epoch [149][480/940] lr: 4.000e-02, eta: 1 day, 12:58:20, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5314, top5_acc: 0.7613, loss_cls: 2.0315, loss: 2.0315, grad_norm: 2.6352 2022-02-09 20:08:02,868 - mmaction - INFO - Epoch [149][500/940] lr: 4.000e-02, eta: 1 day, 12:57:51, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0555, loss: 2.0555, grad_norm: 2.6603 2022-02-09 20:08:26,357 - mmaction - INFO - Epoch [149][520/940] lr: 4.000e-02, eta: 1 day, 12:57:23, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7596, loss_cls: 2.0489, loss: 2.0489, grad_norm: 2.6034 2022-02-09 20:08:49,829 - mmaction - INFO - Epoch [149][540/940] lr: 4.000e-02, eta: 1 day, 12:56:54, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7660, loss_cls: 2.0105, loss: 2.0105, grad_norm: 2.5801 2022-02-09 20:09:13,301 - mmaction - INFO - Epoch [149][560/940] lr: 4.000e-02, eta: 1 day, 12:56:26, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.5285, top5_acc: 0.7549, loss_cls: 2.0490, loss: 2.0490, grad_norm: 2.6471 2022-02-09 20:09:36,730 - mmaction - INFO - Epoch [149][580/940] lr: 4.000e-02, eta: 1 day, 12:55:57, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.5129, top5_acc: 0.7457, loss_cls: 2.0921, loss: 2.0921, grad_norm: 2.6399 2022-02-09 20:10:00,171 - mmaction - INFO - Epoch [149][600/940] lr: 4.000e-02, eta: 1 day, 12:55:29, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.5389, top5_acc: 0.7609, loss_cls: 2.0258, loss: 2.0258, grad_norm: 2.5861 2022-02-09 20:10:23,953 - mmaction - INFO - Epoch [149][620/940] lr: 4.000e-02, eta: 1 day, 12:55:01, time: 1.189, data_time: 0.075, memory: 9497, top1_acc: 0.5246, top5_acc: 0.7559, loss_cls: 2.0557, loss: 2.0557, grad_norm: 2.5737 2022-02-09 20:10:47,567 - mmaction - INFO - Epoch [149][640/940] lr: 4.000e-02, eta: 1 day, 12:54:33, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.5330, top5_acc: 0.7604, loss_cls: 2.0282, loss: 2.0282, grad_norm: 2.5888 2022-02-09 20:11:11,096 - mmaction - INFO - Epoch [149][660/940] lr: 4.000e-02, eta: 1 day, 12:54:04, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5285, top5_acc: 0.7572, loss_cls: 2.0518, loss: 2.0518, grad_norm: 2.5917 2022-02-09 20:11:34,632 - mmaction - INFO - Epoch [149][680/940] lr: 4.000e-02, eta: 1 day, 12:53:36, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5277, top5_acc: 0.7572, loss_cls: 2.0125, loss: 2.0125, grad_norm: 2.6188 2022-02-09 20:11:58,240 - mmaction - INFO - Epoch [149][700/940] lr: 4.000e-02, eta: 1 day, 12:53:07, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.5369, top5_acc: 0.7664, loss_cls: 2.0162, loss: 2.0162, grad_norm: 2.6308 2022-02-09 20:12:21,816 - mmaction - INFO - Epoch [149][720/940] lr: 4.000e-02, eta: 1 day, 12:52:39, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.5314, top5_acc: 0.7551, loss_cls: 2.0133, loss: 2.0133, grad_norm: 2.5895 2022-02-09 20:12:45,354 - mmaction - INFO - Epoch [149][740/940] lr: 4.000e-02, eta: 1 day, 12:52:11, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7621, loss_cls: 2.0405, loss: 2.0405, grad_norm: 2.6069 2022-02-09 20:13:08,904 - mmaction - INFO - Epoch [149][760/940] lr: 4.000e-02, eta: 1 day, 12:51:42, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.5268, top5_acc: 0.7578, loss_cls: 2.0654, loss: 2.0654, grad_norm: 2.5836 2022-02-09 20:13:32,454 - mmaction - INFO - Epoch [149][780/940] lr: 4.000e-02, eta: 1 day, 12:51:14, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5309, top5_acc: 0.7631, loss_cls: 2.0361, loss: 2.0361, grad_norm: 2.6316 2022-02-09 20:13:55,948 - mmaction - INFO - Epoch [149][800/940] lr: 4.000e-02, eta: 1 day, 12:50:46, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7582, loss_cls: 2.0617, loss: 2.0617, grad_norm: 2.6177 2022-02-09 20:14:19,566 - mmaction - INFO - Epoch [149][820/940] lr: 4.000e-02, eta: 1 day, 12:50:17, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.5316, top5_acc: 0.7604, loss_cls: 2.0063, loss: 2.0063, grad_norm: 2.5870 2022-02-09 20:14:43,117 - mmaction - INFO - Epoch [149][840/940] lr: 4.000e-02, eta: 1 day, 12:49:49, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5334, top5_acc: 0.7619, loss_cls: 2.0304, loss: 2.0304, grad_norm: 2.6055 2022-02-09 20:15:06,789 - mmaction - INFO - Epoch [149][860/940] lr: 4.000e-02, eta: 1 day, 12:49:21, time: 1.185, data_time: 0.060, memory: 9497, top1_acc: 0.5322, top5_acc: 0.7523, loss_cls: 2.0261, loss: 2.0261, grad_norm: 2.5985 2022-02-09 20:15:30,510 - mmaction - INFO - Epoch [149][880/940] lr: 4.000e-02, eta: 1 day, 12:48:53, time: 1.185, data_time: 0.059, memory: 9497, top1_acc: 0.5381, top5_acc: 0.7592, loss_cls: 1.9966, loss: 1.9966, grad_norm: 2.5980 2022-02-09 20:15:54,089 - mmaction - INFO - Epoch [149][900/940] lr: 4.000e-02, eta: 1 day, 12:48:24, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.5297, top5_acc: 0.7607, loss_cls: 2.0154, loss: 2.0154, grad_norm: 2.6170 2022-02-09 20:16:17,643 - mmaction - INFO - Epoch [149][920/940] lr: 4.000e-02, eta: 1 day, 12:47:56, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.5361, top5_acc: 0.7523, loss_cls: 2.0391, loss: 2.0391, grad_norm: 2.5642 2022-02-09 20:16:39,966 - mmaction - INFO - Epoch [149][940/940] lr: 4.000e-02, eta: 1 day, 12:47:27, time: 1.117, data_time: 0.067, memory: 9497, top1_acc: 0.5154, top5_acc: 0.7468, loss_cls: 2.1183, loss: 2.1183, grad_norm: 2.5729 2022-02-09 20:19:15,585 - mmaction - INFO - Epoch [150][20/940] lr: 4.000e-02, eta: 1 day, 12:48:31, time: 7.621, data_time: 6.398, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7508, loss_cls: 2.0596, loss: 2.0596, grad_norm: 2.5995 2022-02-09 20:19:38,637 - mmaction - INFO - Epoch [150][40/940] lr: 4.000e-02, eta: 1 day, 12:48:02, time: 1.153, data_time: 0.051, memory: 9497, top1_acc: 0.5240, top5_acc: 0.7545, loss_cls: 2.0500, loss: 2.0500, grad_norm: 2.5945 2022-02-09 20:20:01,857 - mmaction - INFO - Epoch [150][60/940] lr: 4.000e-02, eta: 1 day, 12:47:34, time: 1.161, data_time: 0.042, memory: 9497, top1_acc: 0.5234, top5_acc: 0.7537, loss_cls: 2.0441, loss: 2.0441, grad_norm: 2.5900 2022-02-09 20:20:25,066 - mmaction - INFO - Epoch [150][80/940] lr: 4.000e-02, eta: 1 day, 12:47:05, time: 1.160, data_time: 0.048, memory: 9497, top1_acc: 0.5338, top5_acc: 0.7467, loss_cls: 2.0670, loss: 2.0670, grad_norm: 2.5987 2022-02-09 20:20:48,422 - mmaction - INFO - Epoch [150][100/940] lr: 4.000e-02, eta: 1 day, 12:46:36, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.5350, top5_acc: 0.7590, loss_cls: 2.0120, loss: 2.0120, grad_norm: 2.6139 2022-02-09 20:21:11,884 - mmaction - INFO - Epoch [150][120/940] lr: 4.000e-02, eta: 1 day, 12:46:08, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.5379, top5_acc: 0.7602, loss_cls: 2.0013, loss: 2.0013, grad_norm: 2.5369 2022-02-09 20:21:35,124 - mmaction - INFO - Epoch [150][140/940] lr: 4.000e-02, eta: 1 day, 12:45:39, time: 1.162, data_time: 0.047, memory: 9497, top1_acc: 0.5443, top5_acc: 0.7688, loss_cls: 1.9862, loss: 1.9862, grad_norm: 2.5932 2022-02-09 20:21:58,492 - mmaction - INFO - Epoch [150][160/940] lr: 4.000e-02, eta: 1 day, 12:45:11, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.5434, top5_acc: 0.7713, loss_cls: 1.9641, loss: 1.9641, grad_norm: 2.5756 2022-02-09 20:22:21,899 - mmaction - INFO - Epoch [150][180/940] lr: 4.000e-02, eta: 1 day, 12:44:42, time: 1.170, data_time: 0.044, memory: 9497, top1_acc: 0.5373, top5_acc: 0.7664, loss_cls: 1.9910, loss: 1.9910, grad_norm: 2.6599 2022-02-09 20:22:45,302 - mmaction - INFO - Epoch [150][200/940] lr: 4.000e-02, eta: 1 day, 12:44:14, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.5393, top5_acc: 0.7656, loss_cls: 1.9834, loss: 1.9834, grad_norm: 2.5951 2022-02-09 20:23:08,748 - mmaction - INFO - Epoch [150][220/940] lr: 4.000e-02, eta: 1 day, 12:43:46, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.5408, top5_acc: 0.7607, loss_cls: 2.0085, loss: 2.0085, grad_norm: 2.5942 2022-02-09 20:23:32,206 - mmaction - INFO - Epoch [150][240/940] lr: 4.000e-02, eta: 1 day, 12:43:17, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.5373, top5_acc: 0.7650, loss_cls: 1.9857, loss: 1.9857, grad_norm: 2.5518 2022-02-09 20:23:55,691 - mmaction - INFO - Epoch [150][260/940] lr: 4.000e-02, eta: 1 day, 12:42:49, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7553, loss_cls: 2.0817, loss: 2.0817, grad_norm: 2.6992 2022-02-09 20:24:19,132 - mmaction - INFO - Epoch [150][280/940] lr: 4.000e-02, eta: 1 day, 12:42:20, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5160, top5_acc: 0.7463, loss_cls: 2.0777, loss: 2.0777, grad_norm: 2.6625 2022-02-09 20:24:42,541 - mmaction - INFO - Epoch [150][300/940] lr: 4.000e-02, eta: 1 day, 12:41:52, time: 1.170, data_time: 0.064, memory: 9497, top1_acc: 0.5355, top5_acc: 0.7631, loss_cls: 1.9936, loss: 1.9936, grad_norm: 2.5494 2022-02-09 20:25:06,004 - mmaction - INFO - Epoch [150][320/940] lr: 4.000e-02, eta: 1 day, 12:41:23, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.5357, top5_acc: 0.7562, loss_cls: 2.0282, loss: 2.0282, grad_norm: 2.6395 2022-02-09 20:25:29,416 - mmaction - INFO - Epoch [150][340/940] lr: 4.000e-02, eta: 1 day, 12:40:55, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.5213, top5_acc: 0.7549, loss_cls: 2.0587, loss: 2.0587, grad_norm: 2.7117 2022-02-09 20:25:52,864 - mmaction - INFO - Epoch [150][360/940] lr: 4.000e-02, eta: 1 day, 12:40:27, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.5393, top5_acc: 0.7652, loss_cls: 1.9937, loss: 1.9937, grad_norm: 2.6410 2022-02-09 20:26:16,322 - mmaction - INFO - Epoch [150][380/940] lr: 4.000e-02, eta: 1 day, 12:39:58, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0744, loss: 2.0744, grad_norm: 2.6584 2022-02-09 20:26:39,686 - mmaction - INFO - Epoch [150][400/940] lr: 4.000e-02, eta: 1 day, 12:39:30, time: 1.168, data_time: 0.061, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7453, loss_cls: 2.1170, loss: 2.1170, grad_norm: 2.6599 2022-02-09 20:27:03,177 - mmaction - INFO - Epoch [150][420/940] lr: 4.000e-02, eta: 1 day, 12:39:01, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7479, loss_cls: 2.0914, loss: 2.0914, grad_norm: 2.6716 2022-02-09 20:27:26,624 - mmaction - INFO - Epoch [150][440/940] lr: 4.000e-02, eta: 1 day, 12:38:33, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.5414, top5_acc: 0.7637, loss_cls: 1.9952, loss: 1.9952, grad_norm: 2.5510 2022-02-09 20:27:50,035 - mmaction - INFO - Epoch [150][460/940] lr: 4.000e-02, eta: 1 day, 12:38:04, time: 1.171, data_time: 0.041, memory: 9497, top1_acc: 0.5363, top5_acc: 0.7553, loss_cls: 2.0295, loss: 2.0295, grad_norm: 2.5961 2022-02-09 20:28:13,654 - mmaction - INFO - Epoch [150][480/940] lr: 4.000e-02, eta: 1 day, 12:37:36, time: 1.181, data_time: 0.052, memory: 9497, top1_acc: 0.5242, top5_acc: 0.7527, loss_cls: 2.0682, loss: 2.0682, grad_norm: 2.6105 2022-02-09 20:28:37,138 - mmaction - INFO - Epoch [150][500/940] lr: 4.000e-02, eta: 1 day, 12:37:08, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.5344, top5_acc: 0.7701, loss_cls: 1.9978, loss: 1.9978, grad_norm: 2.6010 2022-02-09 20:29:00,683 - mmaction - INFO - Epoch [150][520/940] lr: 4.000e-02, eta: 1 day, 12:36:39, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.5311, top5_acc: 0.7594, loss_cls: 2.0227, loss: 2.0227, grad_norm: 2.5868 2022-02-09 20:29:24,168 - mmaction - INFO - Epoch [150][540/940] lr: 4.000e-02, eta: 1 day, 12:36:11, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5406, top5_acc: 0.7543, loss_cls: 2.0233, loss: 2.0233, grad_norm: 2.5889 2022-02-09 20:29:47,797 - mmaction - INFO - Epoch [150][560/940] lr: 4.000e-02, eta: 1 day, 12:35:43, time: 1.182, data_time: 0.068, memory: 9497, top1_acc: 0.5488, top5_acc: 0.7635, loss_cls: 1.9831, loss: 1.9831, grad_norm: 2.5763 2022-02-09 20:30:11,906 - mmaction - INFO - Epoch [150][580/940] lr: 4.000e-02, eta: 1 day, 12:35:15, time: 1.206, data_time: 0.056, memory: 9497, top1_acc: 0.5312, top5_acc: 0.7570, loss_cls: 2.0401, loss: 2.0401, grad_norm: 2.6448 2022-02-09 20:30:35,528 - mmaction - INFO - Epoch [150][600/940] lr: 4.000e-02, eta: 1 day, 12:34:47, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.5232, top5_acc: 0.7533, loss_cls: 2.0480, loss: 2.0480, grad_norm: 2.5959 2022-02-09 20:30:59,179 - mmaction - INFO - Epoch [150][620/940] lr: 4.000e-02, eta: 1 day, 12:34:18, time: 1.183, data_time: 0.053, memory: 9497, top1_acc: 0.5293, top5_acc: 0.7553, loss_cls: 2.0456, loss: 2.0456, grad_norm: 2.6450 2022-02-09 20:31:22,944 - mmaction - INFO - Epoch [150][640/940] lr: 4.000e-02, eta: 1 day, 12:33:50, time: 1.188, data_time: 0.067, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7506, loss_cls: 2.0589, loss: 2.0589, grad_norm: 2.6231 2022-02-09 20:31:46,562 - mmaction - INFO - Epoch [150][660/940] lr: 4.000e-02, eta: 1 day, 12:33:22, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.5293, top5_acc: 0.7537, loss_cls: 2.0556, loss: 2.0556, grad_norm: 2.5671 2022-02-09 20:32:10,065 - mmaction - INFO - Epoch [150][680/940] lr: 4.000e-02, eta: 1 day, 12:32:54, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.5352, top5_acc: 0.7602, loss_cls: 2.0121, loss: 2.0121, grad_norm: 2.5806 2022-02-09 20:32:33,644 - mmaction - INFO - Epoch [150][700/940] lr: 4.000e-02, eta: 1 day, 12:32:25, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.5338, top5_acc: 0.7525, loss_cls: 2.0607, loss: 2.0607, grad_norm: 2.5973 2022-02-09 20:32:57,221 - mmaction - INFO - Epoch [150][720/940] lr: 4.000e-02, eta: 1 day, 12:31:57, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.5398, top5_acc: 0.7639, loss_cls: 2.0017, loss: 2.0017, grad_norm: 2.5645 2022-02-09 20:33:20,797 - mmaction - INFO - Epoch [150][740/940] lr: 4.000e-02, eta: 1 day, 12:31:29, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.5469, top5_acc: 0.7604, loss_cls: 2.0118, loss: 2.0118, grad_norm: 2.5705 2022-02-09 20:33:44,442 - mmaction - INFO - Epoch [150][760/940] lr: 4.000e-02, eta: 1 day, 12:31:00, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.5346, top5_acc: 0.7586, loss_cls: 2.0311, loss: 2.0311, grad_norm: 2.5863 2022-02-09 20:34:07,960 - mmaction - INFO - Epoch [150][780/940] lr: 4.000e-02, eta: 1 day, 12:30:32, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5328, top5_acc: 0.7535, loss_cls: 2.0519, loss: 2.0519, grad_norm: 2.5870 2022-02-09 20:34:31,518 - mmaction - INFO - Epoch [150][800/940] lr: 4.000e-02, eta: 1 day, 12:30:04, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.5326, top5_acc: 0.7598, loss_cls: 2.0357, loss: 2.0357, grad_norm: 2.6461 2022-02-09 20:34:55,053 - mmaction - INFO - Epoch [150][820/940] lr: 4.000e-02, eta: 1 day, 12:29:35, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.5332, top5_acc: 0.7547, loss_cls: 2.0570, loss: 2.0570, grad_norm: 2.5747 2022-02-09 20:35:18,537 - mmaction - INFO - Epoch [150][840/940] lr: 4.000e-02, eta: 1 day, 12:29:07, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5355, top5_acc: 0.7557, loss_cls: 2.0360, loss: 2.0360, grad_norm: 2.6107 2022-02-09 20:35:42,006 - mmaction - INFO - Epoch [150][860/940] lr: 4.000e-02, eta: 1 day, 12:28:39, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5400, top5_acc: 0.7598, loss_cls: 1.9820, loss: 1.9820, grad_norm: 2.5681 2022-02-09 20:36:05,463 - mmaction - INFO - Epoch [150][880/940] lr: 4.000e-02, eta: 1 day, 12:28:10, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7545, loss_cls: 2.0431, loss: 2.0431, grad_norm: 2.6007 2022-02-09 20:36:29,067 - mmaction - INFO - Epoch [150][900/940] lr: 4.000e-02, eta: 1 day, 12:27:42, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.5248, top5_acc: 0.7467, loss_cls: 2.0657, loss: 2.0657, grad_norm: 2.5599 2022-02-09 20:36:52,613 - mmaction - INFO - Epoch [150][920/940] lr: 4.000e-02, eta: 1 day, 12:27:14, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.5318, top5_acc: 0.7607, loss_cls: 2.0113, loss: 2.0113, grad_norm: 2.5695 2022-02-09 20:37:14,951 - mmaction - INFO - Epoch [150][940/940] lr: 4.000e-02, eta: 1 day, 12:26:45, time: 1.116, data_time: 0.063, memory: 9497, top1_acc: 0.5272, top5_acc: 0.7496, loss_cls: 2.0809, loss: 2.0809, grad_norm: 2.5841 2022-02-09 20:37:17,800 - mmaction - INFO - Saving checkpoint at 150 epochs 2022-02-09 20:40:54,166 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 20:40:54,938 - mmaction - INFO - top1_acc 0.5810 top5_acc 0.8175 2022-02-09 20:40:54,939 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 20:40:54,971 - mmaction - INFO - mean_acc 0.5810 2022-02-09 20:40:55,075 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_130.pth was removed 2022-02-09 20:40:56,453 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_150.pth. 2022-02-09 20:40:56,454 - mmaction - INFO - Best top1_acc is 0.5810 at 150 epoch. 2022-02-09 20:40:56,462 - mmaction - INFO - Epoch(val) [150][78] top1_acc: 0.5810, top5_acc: 0.8175, mean_class_accuracy: 0.5810 2022-02-09 20:43:20,482 - mmaction - INFO - Epoch [151][20/940] lr: 4.000e-02, eta: 1 day, 12:27:41, time: 7.193, data_time: 5.993, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7596, loss_cls: 2.0370, loss: 2.0370, grad_norm: 2.6214 2022-02-09 20:43:43,656 - mmaction - INFO - Epoch [151][40/940] lr: 4.000e-02, eta: 1 day, 12:27:13, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.5410, top5_acc: 0.7668, loss_cls: 2.0002, loss: 2.0002, grad_norm: 2.5665 2022-02-09 20:44:06,820 - mmaction - INFO - Epoch [151][60/940] lr: 4.000e-02, eta: 1 day, 12:26:44, time: 1.158, data_time: 0.045, memory: 9497, top1_acc: 0.5385, top5_acc: 0.7662, loss_cls: 2.0077, loss: 2.0077, grad_norm: 2.5832 2022-02-09 20:44:30,231 - mmaction - INFO - Epoch [151][80/940] lr: 4.000e-02, eta: 1 day, 12:26:16, time: 1.170, data_time: 0.044, memory: 9497, top1_acc: 0.5264, top5_acc: 0.7605, loss_cls: 2.0468, loss: 2.0468, grad_norm: 2.6003 2022-02-09 20:44:53,478 - mmaction - INFO - Epoch [151][100/940] lr: 4.000e-02, eta: 1 day, 12:25:47, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.5488, top5_acc: 0.7613, loss_cls: 1.9808, loss: 1.9808, grad_norm: 2.5894 2022-02-09 20:45:16,936 - mmaction - INFO - Epoch [151][120/940] lr: 4.000e-02, eta: 1 day, 12:25:19, time: 1.174, data_time: 0.045, memory: 9497, top1_acc: 0.5225, top5_acc: 0.7541, loss_cls: 2.0540, loss: 2.0540, grad_norm: 2.5907 2022-02-09 20:45:40,270 - mmaction - INFO - Epoch [151][140/940] lr: 4.000e-02, eta: 1 day, 12:24:50, time: 1.166, data_time: 0.045, memory: 9497, top1_acc: 0.5387, top5_acc: 0.7701, loss_cls: 1.9821, loss: 1.9821, grad_norm: 2.6057 2022-02-09 20:46:03,670 - mmaction - INFO - Epoch [151][160/940] lr: 4.000e-02, eta: 1 day, 12:24:22, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.5322, top5_acc: 0.7562, loss_cls: 2.0322, loss: 2.0322, grad_norm: 2.6315 2022-02-09 20:46:27,099 - mmaction - INFO - Epoch [151][180/940] lr: 4.000e-02, eta: 1 day, 12:23:53, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5223, top5_acc: 0.7529, loss_cls: 2.0402, loss: 2.0402, grad_norm: 2.6601 2022-02-09 20:46:50,571 - mmaction - INFO - Epoch [151][200/940] lr: 4.000e-02, eta: 1 day, 12:23:25, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5352, top5_acc: 0.7646, loss_cls: 2.0107, loss: 2.0107, grad_norm: 2.6172 2022-02-09 20:47:13,977 - mmaction - INFO - Epoch [151][220/940] lr: 4.000e-02, eta: 1 day, 12:22:57, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.5449, top5_acc: 0.7715, loss_cls: 1.9642, loss: 1.9642, grad_norm: 2.5910 2022-02-09 20:47:37,527 - mmaction - INFO - Epoch [151][240/940] lr: 4.000e-02, eta: 1 day, 12:22:28, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.5316, top5_acc: 0.7635, loss_cls: 1.9942, loss: 1.9942, grad_norm: 2.6323 2022-02-09 20:48:00,981 - mmaction - INFO - Epoch [151][260/940] lr: 4.000e-02, eta: 1 day, 12:22:00, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5299, top5_acc: 0.7518, loss_cls: 2.0600, loss: 2.0600, grad_norm: 2.6069 2022-02-09 20:48:24,591 - mmaction - INFO - Epoch [151][280/940] lr: 4.000e-02, eta: 1 day, 12:21:32, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.5256, top5_acc: 0.7570, loss_cls: 2.0493, loss: 2.0493, grad_norm: 2.5994 2022-02-09 20:48:48,117 - mmaction - INFO - Epoch [151][300/940] lr: 4.000e-02, eta: 1 day, 12:21:03, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5359, top5_acc: 0.7580, loss_cls: 2.0399, loss: 2.0399, grad_norm: 2.6065 2022-02-09 20:49:11,949 - mmaction - INFO - Epoch [151][320/940] lr: 4.000e-02, eta: 1 day, 12:20:35, time: 1.192, data_time: 0.058, memory: 9497, top1_acc: 0.5307, top5_acc: 0.7602, loss_cls: 2.0442, loss: 2.0442, grad_norm: 2.6215 2022-02-09 20:49:35,543 - mmaction - INFO - Epoch [151][340/940] lr: 4.000e-02, eta: 1 day, 12:20:07, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0299, loss: 2.0299, grad_norm: 2.5991 2022-02-09 20:49:59,329 - mmaction - INFO - Epoch [151][360/940] lr: 4.000e-02, eta: 1 day, 12:19:39, time: 1.189, data_time: 0.072, memory: 9497, top1_acc: 0.5328, top5_acc: 0.7537, loss_cls: 2.0581, loss: 2.0581, grad_norm: 2.6219 2022-02-09 20:50:22,868 - mmaction - INFO - Epoch [151][380/940] lr: 4.000e-02, eta: 1 day, 12:19:11, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7549, loss_cls: 2.0470, loss: 2.0470, grad_norm: 2.6087 2022-02-09 20:50:46,352 - mmaction - INFO - Epoch [151][400/940] lr: 4.000e-02, eta: 1 day, 12:18:42, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.5285, top5_acc: 0.7537, loss_cls: 2.0381, loss: 2.0381, grad_norm: 2.6177 2022-02-09 20:51:09,899 - mmaction - INFO - Epoch [151][420/940] lr: 4.000e-02, eta: 1 day, 12:18:14, time: 1.177, data_time: 0.047, memory: 9497, top1_acc: 0.5346, top5_acc: 0.7588, loss_cls: 2.0269, loss: 2.0269, grad_norm: 2.5752 2022-02-09 20:51:33,449 - mmaction - INFO - Epoch [151][440/940] lr: 4.000e-02, eta: 1 day, 12:17:46, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5227, top5_acc: 0.7586, loss_cls: 2.0364, loss: 2.0364, grad_norm: 2.6163 2022-02-09 20:51:56,936 - mmaction - INFO - Epoch [151][460/940] lr: 4.000e-02, eta: 1 day, 12:17:17, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7561, loss_cls: 2.0630, loss: 2.0630, grad_norm: 2.6678 2022-02-09 20:52:20,343 - mmaction - INFO - Epoch [151][480/940] lr: 4.000e-02, eta: 1 day, 12:16:49, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.5432, top5_acc: 0.7590, loss_cls: 2.0092, loss: 2.0092, grad_norm: 2.5682 2022-02-09 20:52:43,928 - mmaction - INFO - Epoch [151][500/940] lr: 4.000e-02, eta: 1 day, 12:16:21, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.5383, top5_acc: 0.7725, loss_cls: 1.9853, loss: 1.9853, grad_norm: 2.6098 2022-02-09 20:53:07,519 - mmaction - INFO - Epoch [151][520/940] lr: 4.000e-02, eta: 1 day, 12:15:52, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7562, loss_cls: 2.0229, loss: 2.0229, grad_norm: 2.5824 2022-02-09 20:53:31,000 - mmaction - INFO - Epoch [151][540/940] lr: 4.000e-02, eta: 1 day, 12:15:24, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5375, top5_acc: 0.7605, loss_cls: 2.0144, loss: 2.0144, grad_norm: 2.5991 2022-02-09 20:53:54,696 - mmaction - INFO - Epoch [151][560/940] lr: 4.000e-02, eta: 1 day, 12:14:56, time: 1.184, data_time: 0.054, memory: 9497, top1_acc: 0.5299, top5_acc: 0.7613, loss_cls: 2.0228, loss: 2.0228, grad_norm: 2.5681 2022-02-09 20:54:18,448 - mmaction - INFO - Epoch [151][580/940] lr: 4.000e-02, eta: 1 day, 12:14:28, time: 1.188, data_time: 0.050, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7549, loss_cls: 2.0471, loss: 2.0471, grad_norm: 2.5864 2022-02-09 20:54:42,112 - mmaction - INFO - Epoch [151][600/940] lr: 4.000e-02, eta: 1 day, 12:13:59, time: 1.183, data_time: 0.053, memory: 9497, top1_acc: 0.5293, top5_acc: 0.7631, loss_cls: 2.0310, loss: 2.0310, grad_norm: 2.6323 2022-02-09 20:55:05,687 - mmaction - INFO - Epoch [151][620/940] lr: 4.000e-02, eta: 1 day, 12:13:31, time: 1.180, data_time: 0.046, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7502, loss_cls: 2.0646, loss: 2.0646, grad_norm: 2.6327 2022-02-09 20:55:29,227 - mmaction - INFO - Epoch [151][640/940] lr: 4.000e-02, eta: 1 day, 12:13:03, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7506, loss_cls: 2.0633, loss: 2.0633, grad_norm: 2.6641 2022-02-09 20:55:52,870 - mmaction - INFO - Epoch [151][660/940] lr: 4.000e-02, eta: 1 day, 12:12:35, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 2.0199, loss: 2.0199, grad_norm: 2.5860 2022-02-09 20:56:16,379 - mmaction - INFO - Epoch [151][680/940] lr: 4.000e-02, eta: 1 day, 12:12:06, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5240, top5_acc: 0.7625, loss_cls: 2.0307, loss: 2.0307, grad_norm: 2.6245 2022-02-09 20:56:40,059 - mmaction - INFO - Epoch [151][700/940] lr: 4.000e-02, eta: 1 day, 12:11:38, time: 1.184, data_time: 0.061, memory: 9497, top1_acc: 0.5326, top5_acc: 0.7611, loss_cls: 2.0229, loss: 2.0229, grad_norm: 2.5613 2022-02-09 20:57:03,665 - mmaction - INFO - Epoch [151][720/940] lr: 4.000e-02, eta: 1 day, 12:11:10, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.5359, top5_acc: 0.7611, loss_cls: 2.0284, loss: 2.0284, grad_norm: 2.5823 2022-02-09 20:57:27,260 - mmaction - INFO - Epoch [151][740/940] lr: 4.000e-02, eta: 1 day, 12:10:42, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.5416, top5_acc: 0.7721, loss_cls: 1.9903, loss: 1.9903, grad_norm: 2.6228 2022-02-09 20:57:50,917 - mmaction - INFO - Epoch [151][760/940] lr: 4.000e-02, eta: 1 day, 12:10:13, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7553, loss_cls: 2.0563, loss: 2.0563, grad_norm: 2.5814 2022-02-09 20:58:14,590 - mmaction - INFO - Epoch [151][780/940] lr: 4.000e-02, eta: 1 day, 12:09:45, time: 1.184, data_time: 0.056, memory: 9497, top1_acc: 0.5297, top5_acc: 0.7652, loss_cls: 2.0080, loss: 2.0080, grad_norm: 2.6256 2022-02-09 20:58:38,414 - mmaction - INFO - Epoch [151][800/940] lr: 4.000e-02, eta: 1 day, 12:09:17, time: 1.191, data_time: 0.068, memory: 9497, top1_acc: 0.5258, top5_acc: 0.7605, loss_cls: 2.0371, loss: 2.0371, grad_norm: 2.6428 2022-02-09 20:59:01,938 - mmaction - INFO - Epoch [151][820/940] lr: 4.000e-02, eta: 1 day, 12:08:49, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5385, top5_acc: 0.7594, loss_cls: 2.0243, loss: 2.0243, grad_norm: 2.5764 2022-02-09 20:59:25,561 - mmaction - INFO - Epoch [151][840/940] lr: 4.000e-02, eta: 1 day, 12:08:21, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.5297, top5_acc: 0.7682, loss_cls: 2.0065, loss: 2.0065, grad_norm: 2.7128 2022-02-09 20:59:49,132 - mmaction - INFO - Epoch [151][860/940] lr: 4.000e-02, eta: 1 day, 12:07:52, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5344, top5_acc: 0.7623, loss_cls: 2.0479, loss: 2.0479, grad_norm: 2.6316 2022-02-09 21:00:12,821 - mmaction - INFO - Epoch [151][880/940] lr: 4.000e-02, eta: 1 day, 12:07:24, time: 1.184, data_time: 0.055, memory: 9497, top1_acc: 0.5266, top5_acc: 0.7504, loss_cls: 2.0655, loss: 2.0655, grad_norm: 2.6035 2022-02-09 21:00:36,385 - mmaction - INFO - Epoch [151][900/940] lr: 4.000e-02, eta: 1 day, 12:06:56, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.5309, top5_acc: 0.7594, loss_cls: 2.0325, loss: 2.0325, grad_norm: 2.5960 2022-02-09 21:00:59,965 - mmaction - INFO - Epoch [151][920/940] lr: 4.000e-02, eta: 1 day, 12:06:28, time: 1.179, data_time: 0.046, memory: 9497, top1_acc: 0.5291, top5_acc: 0.7574, loss_cls: 2.0444, loss: 2.0444, grad_norm: 2.5954 2022-02-09 21:01:22,309 - mmaction - INFO - Epoch [151][940/940] lr: 4.000e-02, eta: 1 day, 12:05:58, time: 1.118, data_time: 0.063, memory: 9497, top1_acc: 0.5333, top5_acc: 0.7557, loss_cls: 2.0452, loss: 2.0452, grad_norm: 2.6472 2022-02-09 21:03:55,427 - mmaction - INFO - Epoch [152][20/940] lr: 4.000e-02, eta: 1 day, 12:06:56, time: 7.343, data_time: 5.972, memory: 9497, top1_acc: 0.5295, top5_acc: 0.7529, loss_cls: 2.0608, loss: 2.0608, grad_norm: 2.6460 2022-02-09 21:04:18,406 - mmaction - INFO - Epoch [152][40/940] lr: 4.000e-02, eta: 1 day, 12:06:27, time: 1.149, data_time: 0.052, memory: 9497, top1_acc: 0.5352, top5_acc: 0.7604, loss_cls: 2.0333, loss: 2.0333, grad_norm: 2.6435 2022-02-09 21:04:41,524 - mmaction - INFO - Epoch [152][60/940] lr: 4.000e-02, eta: 1 day, 12:05:59, time: 1.156, data_time: 0.041, memory: 9497, top1_acc: 0.5463, top5_acc: 0.7711, loss_cls: 1.9718, loss: 1.9718, grad_norm: 2.5720 2022-02-09 21:05:04,843 - mmaction - INFO - Epoch [152][80/940] lr: 4.000e-02, eta: 1 day, 12:05:30, time: 1.165, data_time: 0.043, memory: 9497, top1_acc: 0.5379, top5_acc: 0.7660, loss_cls: 1.9868, loss: 1.9868, grad_norm: 2.6110 2022-02-09 21:05:28,146 - mmaction - INFO - Epoch [152][100/940] lr: 4.000e-02, eta: 1 day, 12:05:02, time: 1.165, data_time: 0.044, memory: 9497, top1_acc: 0.5391, top5_acc: 0.7576, loss_cls: 2.0079, loss: 2.0079, grad_norm: 2.5963 2022-02-09 21:05:51,444 - mmaction - INFO - Epoch [152][120/940] lr: 4.000e-02, eta: 1 day, 12:04:33, time: 1.165, data_time: 0.046, memory: 9497, top1_acc: 0.5307, top5_acc: 0.7553, loss_cls: 2.0471, loss: 2.0471, grad_norm: 2.5927 2022-02-09 21:06:14,691 - mmaction - INFO - Epoch [152][140/940] lr: 4.000e-02, eta: 1 day, 12:04:05, time: 1.162, data_time: 0.047, memory: 9497, top1_acc: 0.5299, top5_acc: 0.7508, loss_cls: 2.0506, loss: 2.0506, grad_norm: 2.6330 2022-02-09 21:06:37,945 - mmaction - INFO - Epoch [152][160/940] lr: 4.000e-02, eta: 1 day, 12:03:36, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.5316, top5_acc: 0.7490, loss_cls: 2.0605, loss: 2.0605, grad_norm: 2.5791 2022-02-09 21:07:01,260 - mmaction - INFO - Epoch [152][180/940] lr: 4.000e-02, eta: 1 day, 12:03:08, time: 1.166, data_time: 0.044, memory: 9497, top1_acc: 0.5461, top5_acc: 0.7680, loss_cls: 1.9771, loss: 1.9771, grad_norm: 2.5771 2022-02-09 21:07:24,588 - mmaction - INFO - Epoch [152][200/940] lr: 4.000e-02, eta: 1 day, 12:02:39, time: 1.166, data_time: 0.045, memory: 9497, top1_acc: 0.5441, top5_acc: 0.7582, loss_cls: 1.9808, loss: 1.9808, grad_norm: 2.5903 2022-02-09 21:07:47,899 - mmaction - INFO - Epoch [152][220/940] lr: 4.000e-02, eta: 1 day, 12:02:11, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.5477, top5_acc: 0.7762, loss_cls: 1.9504, loss: 1.9504, grad_norm: 2.5987 2022-02-09 21:08:11,190 - mmaction - INFO - Epoch [152][240/940] lr: 4.000e-02, eta: 1 day, 12:01:42, time: 1.164, data_time: 0.053, memory: 9497, top1_acc: 0.5416, top5_acc: 0.7633, loss_cls: 1.9970, loss: 1.9970, grad_norm: 2.6017 2022-02-09 21:08:34,719 - mmaction - INFO - Epoch [152][260/940] lr: 4.000e-02, eta: 1 day, 12:01:14, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.5359, top5_acc: 0.7750, loss_cls: 1.9863, loss: 1.9863, grad_norm: 2.6072 2022-02-09 21:08:58,175 - mmaction - INFO - Epoch [152][280/940] lr: 4.000e-02, eta: 1 day, 12:00:46, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.5314, top5_acc: 0.7590, loss_cls: 2.0379, loss: 2.0379, grad_norm: 2.5800 2022-02-09 21:09:21,644 - mmaction - INFO - Epoch [152][300/940] lr: 4.000e-02, eta: 1 day, 12:00:17, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.5305, top5_acc: 0.7652, loss_cls: 2.0214, loss: 2.0214, grad_norm: 2.6539 2022-02-09 21:09:45,082 - mmaction - INFO - Epoch [152][320/940] lr: 4.000e-02, eta: 1 day, 11:59:49, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.5338, top5_acc: 0.7572, loss_cls: 2.0316, loss: 2.0316, grad_norm: 2.6117 2022-02-09 21:10:08,608 - mmaction - INFO - Epoch [152][340/940] lr: 4.000e-02, eta: 1 day, 11:59:21, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.5279, top5_acc: 0.7645, loss_cls: 2.0323, loss: 2.0323, grad_norm: 2.6455 2022-02-09 21:10:32,045 - mmaction - INFO - Epoch [152][360/940] lr: 4.000e-02, eta: 1 day, 11:58:52, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5299, top5_acc: 0.7613, loss_cls: 2.0316, loss: 2.0316, grad_norm: 2.6746 2022-02-09 21:10:55,568 - mmaction - INFO - Epoch [152][380/940] lr: 4.000e-02, eta: 1 day, 11:58:24, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.5268, top5_acc: 0.7438, loss_cls: 2.0869, loss: 2.0869, grad_norm: 2.6517 2022-02-09 21:11:19,110 - mmaction - INFO - Epoch [152][400/940] lr: 4.000e-02, eta: 1 day, 11:57:56, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5229, top5_acc: 0.7535, loss_cls: 2.0438, loss: 2.0438, grad_norm: 2.6179 2022-02-09 21:11:42,754 - mmaction - INFO - Epoch [152][420/940] lr: 4.000e-02, eta: 1 day, 11:57:28, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.5299, top5_acc: 0.7551, loss_cls: 2.0537, loss: 2.0537, grad_norm: 2.6673 2022-02-09 21:12:06,296 - mmaction - INFO - Epoch [152][440/940] lr: 4.000e-02, eta: 1 day, 11:56:59, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5236, top5_acc: 0.7498, loss_cls: 2.0672, loss: 2.0672, grad_norm: 2.6677 2022-02-09 21:12:29,835 - mmaction - INFO - Epoch [152][460/940] lr: 4.000e-02, eta: 1 day, 11:56:31, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.5395, top5_acc: 0.7670, loss_cls: 2.0080, loss: 2.0080, grad_norm: 2.5821 2022-02-09 21:12:53,350 - mmaction - INFO - Epoch [152][480/940] lr: 4.000e-02, eta: 1 day, 11:56:03, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.5312, top5_acc: 0.7566, loss_cls: 2.0467, loss: 2.0467, grad_norm: 2.5819 2022-02-09 21:13:16,862 - mmaction - INFO - Epoch [152][500/940] lr: 4.000e-02, eta: 1 day, 11:55:35, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5395, top5_acc: 0.7537, loss_cls: 2.0463, loss: 2.0463, grad_norm: 2.6037 2022-02-09 21:13:40,346 - mmaction - INFO - Epoch [152][520/940] lr: 4.000e-02, eta: 1 day, 11:55:06, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7488, loss_cls: 2.0480, loss: 2.0480, grad_norm: 2.6027 2022-02-09 21:14:03,865 - mmaction - INFO - Epoch [152][540/940] lr: 4.000e-02, eta: 1 day, 11:54:38, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.5346, top5_acc: 0.7566, loss_cls: 2.0342, loss: 2.0342, grad_norm: 2.6246 2022-02-09 21:14:27,377 - mmaction - INFO - Epoch [152][560/940] lr: 4.000e-02, eta: 1 day, 11:54:10, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5291, top5_acc: 0.7596, loss_cls: 2.0197, loss: 2.0197, grad_norm: 2.6436 2022-02-09 21:14:50,977 - mmaction - INFO - Epoch [152][580/940] lr: 4.000e-02, eta: 1 day, 11:53:41, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.5279, top5_acc: 0.7549, loss_cls: 2.0477, loss: 2.0477, grad_norm: 2.6566 2022-02-09 21:15:14,497 - mmaction - INFO - Epoch [152][600/940] lr: 4.000e-02, eta: 1 day, 11:53:13, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7529, loss_cls: 2.0579, loss: 2.0579, grad_norm: 2.6546 2022-02-09 21:15:38,104 - mmaction - INFO - Epoch [152][620/940] lr: 4.000e-02, eta: 1 day, 11:52:45, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.5258, top5_acc: 0.7609, loss_cls: 2.0573, loss: 2.0573, grad_norm: 2.6501 2022-02-09 21:16:01,503 - mmaction - INFO - Epoch [152][640/940] lr: 4.000e-02, eta: 1 day, 11:52:17, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.5205, top5_acc: 0.7576, loss_cls: 2.0404, loss: 2.0404, grad_norm: 2.6451 2022-02-09 21:16:25,027 - mmaction - INFO - Epoch [152][660/940] lr: 4.000e-02, eta: 1 day, 11:51:48, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7635, loss_cls: 2.0262, loss: 2.0262, grad_norm: 2.6169 2022-02-09 21:16:48,472 - mmaction - INFO - Epoch [152][680/940] lr: 4.000e-02, eta: 1 day, 11:51:20, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7637, loss_cls: 2.0007, loss: 2.0007, grad_norm: 2.6022 2022-02-09 21:17:11,980 - mmaction - INFO - Epoch [152][700/940] lr: 4.000e-02, eta: 1 day, 11:50:52, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.5174, top5_acc: 0.7553, loss_cls: 2.0521, loss: 2.0521, grad_norm: 2.6265 2022-02-09 21:17:35,512 - mmaction - INFO - Epoch [152][720/940] lr: 4.000e-02, eta: 1 day, 11:50:23, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.5268, top5_acc: 0.7545, loss_cls: 2.0634, loss: 2.0634, grad_norm: 2.5942 2022-02-09 21:17:59,094 - mmaction - INFO - Epoch [152][740/940] lr: 4.000e-02, eta: 1 day, 11:49:55, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7543, loss_cls: 2.0433, loss: 2.0433, grad_norm: 2.6002 2022-02-09 21:18:22,657 - mmaction - INFO - Epoch [152][760/940] lr: 4.000e-02, eta: 1 day, 11:49:27, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.5309, top5_acc: 0.7523, loss_cls: 2.0453, loss: 2.0453, grad_norm: 2.6400 2022-02-09 21:18:46,126 - mmaction - INFO - Epoch [152][780/940] lr: 4.000e-02, eta: 1 day, 11:48:59, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.5277, top5_acc: 0.7475, loss_cls: 2.0907, loss: 2.0907, grad_norm: 2.6482 2022-02-09 21:19:09,579 - mmaction - INFO - Epoch [152][800/940] lr: 4.000e-02, eta: 1 day, 11:48:30, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.5291, top5_acc: 0.7602, loss_cls: 2.0225, loss: 2.0225, grad_norm: 2.6058 2022-02-09 21:19:33,096 - mmaction - INFO - Epoch [152][820/940] lr: 4.000e-02, eta: 1 day, 11:48:02, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0668, loss: 2.0668, grad_norm: 2.6490 2022-02-09 21:19:56,628 - mmaction - INFO - Epoch [152][840/940] lr: 4.000e-02, eta: 1 day, 11:47:34, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.5459, top5_acc: 0.7662, loss_cls: 1.9909, loss: 1.9909, grad_norm: 2.6224 2022-02-09 21:20:20,326 - mmaction - INFO - Epoch [152][860/940] lr: 4.000e-02, eta: 1 day, 11:47:06, time: 1.184, data_time: 0.054, memory: 9497, top1_acc: 0.5338, top5_acc: 0.7646, loss_cls: 2.0195, loss: 2.0195, grad_norm: 2.5845 2022-02-09 21:20:43,866 - mmaction - INFO - Epoch [152][880/940] lr: 4.000e-02, eta: 1 day, 11:46:37, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.5359, top5_acc: 0.7525, loss_cls: 2.0532, loss: 2.0532, grad_norm: 2.6039 2022-02-09 21:21:07,320 - mmaction - INFO - Epoch [152][900/940] lr: 4.000e-02, eta: 1 day, 11:46:09, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5457, top5_acc: 0.7684, loss_cls: 1.9938, loss: 1.9938, grad_norm: 2.5905 2022-02-09 21:21:30,844 - mmaction - INFO - Epoch [152][920/940] lr: 4.000e-02, eta: 1 day, 11:45:41, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5361, top5_acc: 0.7619, loss_cls: 2.0065, loss: 2.0065, grad_norm: 2.6036 2022-02-09 21:21:53,135 - mmaction - INFO - Epoch [152][940/940] lr: 4.000e-02, eta: 1 day, 11:45:12, time: 1.115, data_time: 0.058, memory: 9497, top1_acc: 0.5260, top5_acc: 0.7622, loss_cls: 2.0295, loss: 2.0295, grad_norm: 2.6207 2022-02-09 21:24:41,745 - mmaction - INFO - Epoch [153][20/940] lr: 4.000e-02, eta: 1 day, 11:46:20, time: 8.262, data_time: 6.685, memory: 9497, top1_acc: 0.5238, top5_acc: 0.7541, loss_cls: 2.0880, loss: 2.0880, grad_norm: 2.6277 2022-02-09 21:25:05,102 - mmaction - INFO - Epoch [153][40/940] lr: 4.000e-02, eta: 1 day, 11:45:52, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.5354, top5_acc: 0.7658, loss_cls: 2.0073, loss: 2.0073, grad_norm: 2.6056 2022-02-09 21:25:28,461 - mmaction - INFO - Epoch [153][60/940] lr: 4.000e-02, eta: 1 day, 11:45:24, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.5262, top5_acc: 0.7588, loss_cls: 2.0428, loss: 2.0428, grad_norm: 2.6137 2022-02-09 21:25:51,836 - mmaction - INFO - Epoch [153][80/940] lr: 4.000e-02, eta: 1 day, 11:44:55, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.5375, top5_acc: 0.7584, loss_cls: 1.9913, loss: 1.9913, grad_norm: 2.5689 2022-02-09 21:26:15,159 - mmaction - INFO - Epoch [153][100/940] lr: 4.000e-02, eta: 1 day, 11:44:27, time: 1.166, data_time: 0.044, memory: 9497, top1_acc: 0.5215, top5_acc: 0.7549, loss_cls: 2.0533, loss: 2.0533, grad_norm: 2.6798 2022-02-09 21:26:38,446 - mmaction - INFO - Epoch [153][120/940] lr: 4.000e-02, eta: 1 day, 11:43:58, time: 1.164, data_time: 0.044, memory: 9497, top1_acc: 0.5254, top5_acc: 0.7551, loss_cls: 2.0474, loss: 2.0474, grad_norm: 2.6306 2022-02-09 21:27:01,770 - mmaction - INFO - Epoch [153][140/940] lr: 4.000e-02, eta: 1 day, 11:43:30, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.5396, top5_acc: 0.7717, loss_cls: 1.9652, loss: 1.9652, grad_norm: 2.6307 2022-02-09 21:27:25,128 - mmaction - INFO - Epoch [153][160/940] lr: 4.000e-02, eta: 1 day, 11:43:02, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.5383, top5_acc: 0.7609, loss_cls: 2.0053, loss: 2.0053, grad_norm: 2.6570 2022-02-09 21:27:48,469 - mmaction - INFO - Epoch [153][180/940] lr: 4.000e-02, eta: 1 day, 11:42:33, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.5469, top5_acc: 0.7715, loss_cls: 1.9430, loss: 1.9430, grad_norm: 2.6002 2022-02-09 21:28:11,941 - mmaction - INFO - Epoch [153][200/940] lr: 4.000e-02, eta: 1 day, 11:42:05, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5301, top5_acc: 0.7492, loss_cls: 2.0673, loss: 2.0673, grad_norm: 2.6127 2022-02-09 21:28:35,327 - mmaction - INFO - Epoch [153][220/940] lr: 4.000e-02, eta: 1 day, 11:41:37, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.5246, top5_acc: 0.7531, loss_cls: 2.0595, loss: 2.0595, grad_norm: 2.5506 2022-02-09 21:28:58,808 - mmaction - INFO - Epoch [153][240/940] lr: 4.000e-02, eta: 1 day, 11:41:08, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.5400, top5_acc: 0.7609, loss_cls: 2.0021, loss: 2.0021, grad_norm: 2.5792 2022-02-09 21:29:22,191 - mmaction - INFO - Epoch [153][260/940] lr: 4.000e-02, eta: 1 day, 11:40:40, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.5340, top5_acc: 0.7652, loss_cls: 1.9615, loss: 1.9615, grad_norm: 2.6258 2022-02-09 21:29:45,646 - mmaction - INFO - Epoch [153][280/940] lr: 4.000e-02, eta: 1 day, 11:40:12, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.5246, top5_acc: 0.7613, loss_cls: 2.0667, loss: 2.0667, grad_norm: 2.6232 2022-02-09 21:30:09,380 - mmaction - INFO - Epoch [153][300/940] lr: 4.000e-02, eta: 1 day, 11:39:43, time: 1.187, data_time: 0.055, memory: 9497, top1_acc: 0.5180, top5_acc: 0.7492, loss_cls: 2.0626, loss: 2.0626, grad_norm: 2.7029 2022-02-09 21:30:32,928 - mmaction - INFO - Epoch [153][320/940] lr: 4.000e-02, eta: 1 day, 11:39:15, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.5377, top5_acc: 0.7594, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.6039 2022-02-09 21:30:56,350 - mmaction - INFO - Epoch [153][340/940] lr: 4.000e-02, eta: 1 day, 11:38:47, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.5270, top5_acc: 0.7529, loss_cls: 2.0497, loss: 2.0497, grad_norm: 2.6150 2022-02-09 21:31:19,879 - mmaction - INFO - Epoch [153][360/940] lr: 4.000e-02, eta: 1 day, 11:38:19, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.5383, top5_acc: 0.7736, loss_cls: 1.9607, loss: 1.9607, grad_norm: 2.5498 2022-02-09 21:31:43,456 - mmaction - INFO - Epoch [153][380/940] lr: 4.000e-02, eta: 1 day, 11:37:50, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.5340, top5_acc: 0.7629, loss_cls: 2.0249, loss: 2.0249, grad_norm: 2.6543 2022-02-09 21:32:07,054 - mmaction - INFO - Epoch [153][400/940] lr: 4.000e-02, eta: 1 day, 11:37:22, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.5189, top5_acc: 0.7607, loss_cls: 2.0664, loss: 2.0664, grad_norm: 2.6326 2022-02-09 21:32:30,524 - mmaction - INFO - Epoch [153][420/940] lr: 4.000e-02, eta: 1 day, 11:36:54, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.5420, top5_acc: 0.7766, loss_cls: 1.9572, loss: 1.9572, grad_norm: 2.6169 2022-02-09 21:32:54,085 - mmaction - INFO - Epoch [153][440/940] lr: 4.000e-02, eta: 1 day, 11:36:26, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.5309, top5_acc: 0.7656, loss_cls: 2.0181, loss: 2.0181, grad_norm: 2.6290 2022-02-09 21:33:17,625 - mmaction - INFO - Epoch [153][460/940] lr: 4.000e-02, eta: 1 day, 11:35:57, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.5357, top5_acc: 0.7674, loss_cls: 2.0084, loss: 2.0084, grad_norm: 2.6622 2022-02-09 21:33:41,089 - mmaction - INFO - Epoch [153][480/940] lr: 4.000e-02, eta: 1 day, 11:35:29, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5451, top5_acc: 0.7666, loss_cls: 1.9750, loss: 1.9750, grad_norm: 2.5920 2022-02-09 21:34:04,624 - mmaction - INFO - Epoch [153][500/940] lr: 4.000e-02, eta: 1 day, 11:35:01, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.5203, top5_acc: 0.7506, loss_cls: 2.0591, loss: 2.0591, grad_norm: 2.6391 2022-02-09 21:34:28,134 - mmaction - INFO - Epoch [153][520/940] lr: 4.000e-02, eta: 1 day, 11:34:33, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.5437, top5_acc: 0.7594, loss_cls: 2.0012, loss: 2.0012, grad_norm: 2.5525 2022-02-09 21:34:51,734 - mmaction - INFO - Epoch [153][540/940] lr: 4.000e-02, eta: 1 day, 11:34:04, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.5326, top5_acc: 0.7637, loss_cls: 2.0299, loss: 2.0299, grad_norm: 2.6107 2022-02-09 21:35:15,092 - mmaction - INFO - Epoch [153][560/940] lr: 4.000e-02, eta: 1 day, 11:33:36, time: 1.168, data_time: 0.059, memory: 9497, top1_acc: 0.5432, top5_acc: 0.7576, loss_cls: 2.0279, loss: 2.0279, grad_norm: 2.6136 2022-02-09 21:35:38,505 - mmaction - INFO - Epoch [153][580/940] lr: 4.000e-02, eta: 1 day, 11:33:08, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.5338, top5_acc: 0.7582, loss_cls: 2.0224, loss: 2.0224, grad_norm: 2.6190 2022-02-09 21:36:02,025 - mmaction - INFO - Epoch [153][600/940] lr: 4.000e-02, eta: 1 day, 11:32:39, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.5389, top5_acc: 0.7641, loss_cls: 1.9962, loss: 1.9962, grad_norm: 2.6590 2022-02-09 21:36:25,590 - mmaction - INFO - Epoch [153][620/940] lr: 4.000e-02, eta: 1 day, 11:32:11, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.5303, top5_acc: 0.7564, loss_cls: 2.0513, loss: 2.0513, grad_norm: 2.6166 2022-02-09 21:36:49,107 - mmaction - INFO - Epoch [153][640/940] lr: 4.000e-02, eta: 1 day, 11:31:43, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.5312, top5_acc: 0.7586, loss_cls: 2.0369, loss: 2.0369, grad_norm: 2.6129 2022-02-09 21:37:12,656 - mmaction - INFO - Epoch [153][660/940] lr: 4.000e-02, eta: 1 day, 11:31:15, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.5316, top5_acc: 0.7553, loss_cls: 2.0438, loss: 2.0438, grad_norm: 2.6088 2022-02-09 21:37:36,256 - mmaction - INFO - Epoch [153][680/940] lr: 4.000e-02, eta: 1 day, 11:30:47, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7482, loss_cls: 2.0614, loss: 2.0614, grad_norm: 2.6087 2022-02-09 21:37:59,835 - mmaction - INFO - Epoch [153][700/940] lr: 4.000e-02, eta: 1 day, 11:30:18, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.5340, top5_acc: 0.7656, loss_cls: 2.0033, loss: 2.0033, grad_norm: 2.5766 2022-02-09 21:38:23,296 - mmaction - INFO - Epoch [153][720/940] lr: 4.000e-02, eta: 1 day, 11:29:50, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.5348, top5_acc: 0.7555, loss_cls: 2.0428, loss: 2.0428, grad_norm: 2.6429 2022-02-09 21:38:46,697 - mmaction - INFO - Epoch [153][740/940] lr: 4.000e-02, eta: 1 day, 11:29:22, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.5404, top5_acc: 0.7582, loss_cls: 2.0271, loss: 2.0271, grad_norm: 2.6044 2022-02-09 21:39:10,229 - mmaction - INFO - Epoch [153][760/940] lr: 4.000e-02, eta: 1 day, 11:28:54, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.5199, top5_acc: 0.7619, loss_cls: 2.0360, loss: 2.0360, grad_norm: 2.6363 2022-02-09 21:39:33,676 - mmaction - INFO - Epoch [153][780/940] lr: 4.000e-02, eta: 1 day, 11:28:25, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7557, loss_cls: 2.0540, loss: 2.0540, grad_norm: 2.5951 2022-02-09 21:39:57,478 - mmaction - INFO - Epoch [153][800/940] lr: 4.000e-02, eta: 1 day, 11:27:57, time: 1.190, data_time: 0.051, memory: 9497, top1_acc: 0.5242, top5_acc: 0.7527, loss_cls: 2.1002, loss: 2.1002, grad_norm: 2.6612 2022-02-09 21:40:21,088 - mmaction - INFO - Epoch [153][820/940] lr: 4.000e-02, eta: 1 day, 11:27:29, time: 1.181, data_time: 0.047, memory: 9497, top1_acc: 0.5230, top5_acc: 0.7578, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.5605 2022-02-09 21:40:44,538 - mmaction - INFO - Epoch [153][840/940] lr: 4.000e-02, eta: 1 day, 11:27:01, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.5445, top5_acc: 0.7609, loss_cls: 1.9836, loss: 1.9836, grad_norm: 2.5897 2022-02-09 21:41:08,096 - mmaction - INFO - Epoch [153][860/940] lr: 4.000e-02, eta: 1 day, 11:26:32, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5410, top5_acc: 0.7643, loss_cls: 2.0120, loss: 2.0120, grad_norm: 2.6084 2022-02-09 21:41:31,569 - mmaction - INFO - Epoch [153][880/940] lr: 4.000e-02, eta: 1 day, 11:26:04, time: 1.174, data_time: 0.064, memory: 9497, top1_acc: 0.5283, top5_acc: 0.7568, loss_cls: 2.0384, loss: 2.0384, grad_norm: 2.5828 2022-02-09 21:41:55,211 - mmaction - INFO - Epoch [153][900/940] lr: 4.000e-02, eta: 1 day, 11:25:36, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.5211, top5_acc: 0.7600, loss_cls: 2.0806, loss: 2.0806, grad_norm: 2.6164 2022-02-09 21:42:18,664 - mmaction - INFO - Epoch [153][920/940] lr: 4.000e-02, eta: 1 day, 11:25:08, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.5371, top5_acc: 0.7705, loss_cls: 1.9790, loss: 1.9790, grad_norm: 2.6060 2022-02-09 21:42:41,072 - mmaction - INFO - Epoch [153][940/940] lr: 4.000e-02, eta: 1 day, 11:24:39, time: 1.121, data_time: 0.056, memory: 9497, top1_acc: 0.5349, top5_acc: 0.7522, loss_cls: 2.0600, loss: 2.0600, grad_norm: 2.6234 2022-02-09 21:46:16,781 - mmaction - INFO - Epoch [154][20/940] lr: 4.000e-02, eta: 1 day, 11:26:14, time: 10.330, data_time: 8.153, memory: 9497, top1_acc: 0.5342, top5_acc: 0.7557, loss_cls: 2.0525, loss: 2.0525, grad_norm: 2.6126 2022-02-09 21:46:39,841 - mmaction - INFO - Epoch [154][40/940] lr: 4.000e-02, eta: 1 day, 11:25:45, time: 1.153, data_time: 0.044, memory: 9497, top1_acc: 0.5439, top5_acc: 0.7762, loss_cls: 1.9523, loss: 1.9523, grad_norm: 2.5495 2022-02-09 21:47:02,903 - mmaction - INFO - Epoch [154][60/940] lr: 4.000e-02, eta: 1 day, 11:25:17, time: 1.153, data_time: 0.047, memory: 9497, top1_acc: 0.5357, top5_acc: 0.7689, loss_cls: 1.9973, loss: 1.9973, grad_norm: 2.6183 2022-02-09 21:47:26,209 - mmaction - INFO - Epoch [154][80/940] lr: 4.000e-02, eta: 1 day, 11:24:48, time: 1.165, data_time: 0.044, memory: 9497, top1_acc: 0.5430, top5_acc: 0.7682, loss_cls: 1.9898, loss: 1.9898, grad_norm: 2.6510 2022-02-09 21:47:49,395 - mmaction - INFO - Epoch [154][100/940] lr: 4.000e-02, eta: 1 day, 11:24:20, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.5463, top5_acc: 0.7705, loss_cls: 1.9595, loss: 1.9595, grad_norm: 2.5977 2022-02-09 21:48:12,696 - mmaction - INFO - Epoch [154][120/940] lr: 4.000e-02, eta: 1 day, 11:23:51, time: 1.164, data_time: 0.043, memory: 9497, top1_acc: 0.5371, top5_acc: 0.7627, loss_cls: 1.9967, loss: 1.9967, grad_norm: 2.6433 2022-02-09 21:48:35,983 - mmaction - INFO - Epoch [154][140/940] lr: 4.000e-02, eta: 1 day, 11:23:23, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.5400, top5_acc: 0.7645, loss_cls: 1.9991, loss: 1.9991, grad_norm: 2.6427 2022-02-09 21:48:59,382 - mmaction - INFO - Epoch [154][160/940] lr: 4.000e-02, eta: 1 day, 11:22:55, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.5385, top5_acc: 0.7680, loss_cls: 1.9936, loss: 1.9936, grad_norm: 2.5979 2022-02-09 21:49:22,785 - mmaction - INFO - Epoch [154][180/940] lr: 4.000e-02, eta: 1 day, 11:22:26, time: 1.170, data_time: 0.043, memory: 9497, top1_acc: 0.5441, top5_acc: 0.7662, loss_cls: 1.9710, loss: 1.9710, grad_norm: 2.6330 2022-02-09 21:49:46,260 - mmaction - INFO - Epoch [154][200/940] lr: 4.000e-02, eta: 1 day, 11:21:58, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.5359, top5_acc: 0.7586, loss_cls: 2.0385, loss: 2.0385, grad_norm: 2.6565 2022-02-09 21:50:09,750 - mmaction - INFO - Epoch [154][220/940] lr: 4.000e-02, eta: 1 day, 11:21:30, time: 1.175, data_time: 0.046, memory: 9497, top1_acc: 0.5354, top5_acc: 0.7486, loss_cls: 2.0304, loss: 2.0304, grad_norm: 2.5817 2022-02-09 21:50:33,256 - mmaction - INFO - Epoch [154][240/940] lr: 4.000e-02, eta: 1 day, 11:21:01, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5207, top5_acc: 0.7521, loss_cls: 2.0651, loss: 2.0651, grad_norm: 2.6129 2022-02-09 21:50:56,743 - mmaction - INFO - Epoch [154][260/940] lr: 4.000e-02, eta: 1 day, 11:20:33, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.5371, top5_acc: 0.7619, loss_cls: 2.0002, loss: 2.0002, grad_norm: 2.6106 2022-02-09 21:51:20,202 - mmaction - INFO - Epoch [154][280/940] lr: 4.000e-02, eta: 1 day, 11:20:05, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.5295, top5_acc: 0.7586, loss_cls: 2.0178, loss: 2.0178, grad_norm: 2.6084 2022-02-09 21:51:43,739 - mmaction - INFO - Epoch [154][300/940] lr: 4.000e-02, eta: 1 day, 11:19:37, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.5277, top5_acc: 0.7604, loss_cls: 2.0356, loss: 2.0356, grad_norm: 2.5901 2022-02-09 21:52:07,265 - mmaction - INFO - Epoch [154][320/940] lr: 4.000e-02, eta: 1 day, 11:19:08, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.5271, top5_acc: 0.7586, loss_cls: 2.0521, loss: 2.0521, grad_norm: 2.6947 2022-02-09 21:52:30,701 - mmaction - INFO - Epoch [154][340/940] lr: 4.000e-02, eta: 1 day, 11:18:40, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.5293, top5_acc: 0.7586, loss_cls: 2.0384, loss: 2.0384, grad_norm: 2.5987 2022-02-09 21:52:54,199 - mmaction - INFO - Epoch [154][360/940] lr: 4.000e-02, eta: 1 day, 11:18:12, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.5326, top5_acc: 0.7551, loss_cls: 2.0299, loss: 2.0299, grad_norm: 2.6524 2022-02-09 21:53:17,646 - mmaction - INFO - Epoch [154][380/940] lr: 4.000e-02, eta: 1 day, 11:17:44, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5316, top5_acc: 0.7607, loss_cls: 2.0322, loss: 2.0322, grad_norm: 2.6274 2022-02-09 21:53:41,265 - mmaction - INFO - Epoch [154][400/940] lr: 4.000e-02, eta: 1 day, 11:17:15, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.5318, top5_acc: 0.7668, loss_cls: 2.0116, loss: 2.0116, grad_norm: 2.6293 2022-02-09 21:54:04,781 - mmaction - INFO - Epoch [154][420/940] lr: 4.000e-02, eta: 1 day, 11:16:47, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5346, top5_acc: 0.7586, loss_cls: 2.0420, loss: 2.0420, grad_norm: 2.6324 2022-02-09 21:54:28,428 - mmaction - INFO - Epoch [154][440/940] lr: 4.000e-02, eta: 1 day, 11:16:19, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.5246, top5_acc: 0.7580, loss_cls: 2.0351, loss: 2.0351, grad_norm: 2.6417 2022-02-09 21:54:52,164 - mmaction - INFO - Epoch [154][460/940] lr: 4.000e-02, eta: 1 day, 11:15:51, time: 1.187, data_time: 0.056, memory: 9497, top1_acc: 0.5279, top5_acc: 0.7578, loss_cls: 2.0596, loss: 2.0596, grad_norm: 2.5690 2022-02-09 21:55:15,890 - mmaction - INFO - Epoch [154][480/940] lr: 4.000e-02, eta: 1 day, 11:15:23, time: 1.186, data_time: 0.056, memory: 9497, top1_acc: 0.5287, top5_acc: 0.7576, loss_cls: 2.0673, loss: 2.0673, grad_norm: 2.6594 2022-02-09 21:55:39,537 - mmaction - INFO - Epoch [154][500/940] lr: 4.000e-02, eta: 1 day, 11:14:55, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.5281, top5_acc: 0.7494, loss_cls: 2.0660, loss: 2.0660, grad_norm: 2.6050 2022-02-09 21:56:03,264 - mmaction - INFO - Epoch [154][520/940] lr: 4.000e-02, eta: 1 day, 11:14:27, time: 1.186, data_time: 0.052, memory: 9497, top1_acc: 0.5324, top5_acc: 0.7658, loss_cls: 2.0136, loss: 2.0136, grad_norm: 2.5925 2022-02-09 21:56:26,943 - mmaction - INFO - Epoch [154][540/940] lr: 4.000e-02, eta: 1 day, 11:13:58, time: 1.184, data_time: 0.054, memory: 9497, top1_acc: 0.5363, top5_acc: 0.7564, loss_cls: 2.0302, loss: 2.0302, grad_norm: 2.5919 2022-02-09 21:56:50,408 - mmaction - INFO - Epoch [154][560/940] lr: 4.000e-02, eta: 1 day, 11:13:30, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.5346, top5_acc: 0.7650, loss_cls: 2.0006, loss: 2.0006, grad_norm: 2.6132 2022-02-09 21:57:13,854 - mmaction - INFO - Epoch [154][580/940] lr: 4.000e-02, eta: 1 day, 11:13:02, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5299, top5_acc: 0.7664, loss_cls: 2.0034, loss: 2.0034, grad_norm: 2.6509 2022-02-09 21:57:37,376 - mmaction - INFO - Epoch [154][600/940] lr: 4.000e-02, eta: 1 day, 11:12:34, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7516, loss_cls: 2.0493, loss: 2.0493, grad_norm: 2.6016 2022-02-09 21:58:00,877 - mmaction - INFO - Epoch [154][620/940] lr: 4.000e-02, eta: 1 day, 11:12:05, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.5305, top5_acc: 0.7588, loss_cls: 2.0520, loss: 2.0520, grad_norm: 2.6346 2022-02-09 21:58:24,313 - mmaction - INFO - Epoch [154][640/940] lr: 4.000e-02, eta: 1 day, 11:11:37, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.5387, top5_acc: 0.7590, loss_cls: 2.0199, loss: 2.0199, grad_norm: 2.6561 2022-02-09 21:58:47,753 - mmaction - INFO - Epoch [154][660/940] lr: 4.000e-02, eta: 1 day, 11:11:09, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.5252, top5_acc: 0.7562, loss_cls: 2.0464, loss: 2.0464, grad_norm: 2.6500 2022-02-09 21:59:11,268 - mmaction - INFO - Epoch [154][680/940] lr: 4.000e-02, eta: 1 day, 11:10:41, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.5344, top5_acc: 0.7670, loss_cls: 2.0089, loss: 2.0089, grad_norm: 2.6130 2022-02-09 21:59:34,750 - mmaction - INFO - Epoch [154][700/940] lr: 4.000e-02, eta: 1 day, 11:10:12, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7643, loss_cls: 2.0122, loss: 2.0122, grad_norm: 2.6460 2022-02-09 21:59:58,324 - mmaction - INFO - Epoch [154][720/940] lr: 4.000e-02, eta: 1 day, 11:09:44, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.5295, top5_acc: 0.7596, loss_cls: 2.0316, loss: 2.0316, grad_norm: 2.6350 2022-02-09 22:00:22,873 - mmaction - INFO - Epoch [154][740/940] lr: 4.000e-02, eta: 1 day, 11:09:17, time: 1.227, data_time: 0.055, memory: 9497, top1_acc: 0.5217, top5_acc: 0.7572, loss_cls: 2.0311, loss: 2.0311, grad_norm: 2.6140 2022-02-09 22:00:46,359 - mmaction - INFO - Epoch [154][760/940] lr: 4.000e-02, eta: 1 day, 11:08:48, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5381, top5_acc: 0.7592, loss_cls: 2.0133, loss: 2.0133, grad_norm: 2.6599 2022-02-09 22:01:09,812 - mmaction - INFO - Epoch [154][780/940] lr: 4.000e-02, eta: 1 day, 11:08:20, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.5377, top5_acc: 0.7590, loss_cls: 2.0007, loss: 2.0007, grad_norm: 2.5969 2022-02-09 22:01:33,365 - mmaction - INFO - Epoch [154][800/940] lr: 4.000e-02, eta: 1 day, 11:07:52, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.5244, top5_acc: 0.7555, loss_cls: 2.0529, loss: 2.0529, grad_norm: 2.6055 2022-02-09 22:01:56,962 - mmaction - INFO - Epoch [154][820/940] lr: 4.000e-02, eta: 1 day, 11:07:24, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.5277, top5_acc: 0.7564, loss_cls: 2.0390, loss: 2.0390, grad_norm: 2.6057 2022-02-09 22:02:20,428 - mmaction - INFO - Epoch [154][840/940] lr: 4.000e-02, eta: 1 day, 11:06:55, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5281, top5_acc: 0.7559, loss_cls: 2.0660, loss: 2.0660, grad_norm: 2.6220 2022-02-09 22:02:43,924 - mmaction - INFO - Epoch [154][860/940] lr: 4.000e-02, eta: 1 day, 11:06:27, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5375, top5_acc: 0.7535, loss_cls: 2.0309, loss: 2.0309, grad_norm: 2.6268 2022-02-09 22:03:07,376 - mmaction - INFO - Epoch [154][880/940] lr: 4.000e-02, eta: 1 day, 11:05:59, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.5275, top5_acc: 0.7523, loss_cls: 2.0691, loss: 2.0691, grad_norm: 2.6416 2022-02-09 22:03:30,904 - mmaction - INFO - Epoch [154][900/940] lr: 4.000e-02, eta: 1 day, 11:05:31, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5443, top5_acc: 0.7621, loss_cls: 2.0048, loss: 2.0048, grad_norm: 2.6002 2022-02-09 22:03:54,485 - mmaction - INFO - Epoch [154][920/940] lr: 4.000e-02, eta: 1 day, 11:05:03, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.5352, top5_acc: 0.7613, loss_cls: 1.9922, loss: 1.9922, grad_norm: 2.6034 2022-02-09 22:04:16,885 - mmaction - INFO - Epoch [154][940/940] lr: 4.000e-02, eta: 1 day, 11:04:34, time: 1.121, data_time: 0.051, memory: 9497, top1_acc: 0.5197, top5_acc: 0.7451, loss_cls: 2.0899, loss: 2.0899, grad_norm: 2.6287 2022-02-09 22:07:17,939 - mmaction - INFO - Epoch [155][20/940] lr: 4.000e-03, eta: 1 day, 11:05:48, time: 8.906, data_time: 7.562, memory: 9497, top1_acc: 0.5299, top5_acc: 0.7631, loss_cls: 2.0322, loss: 2.0322, grad_norm: 2.6153 2022-02-09 22:07:40,876 - mmaction - INFO - Epoch [155][40/940] lr: 4.000e-03, eta: 1 day, 11:05:19, time: 1.151, data_time: 0.052, memory: 9497, top1_acc: 0.5732, top5_acc: 0.7846, loss_cls: 1.8663, loss: 1.8663, grad_norm: 2.4522 2022-02-09 22:08:03,978 - mmaction - INFO - Epoch [155][60/940] lr: 4.000e-03, eta: 1 day, 11:04:51, time: 1.156, data_time: 0.046, memory: 9497, top1_acc: 0.5592, top5_acc: 0.7832, loss_cls: 1.9034, loss: 1.9034, grad_norm: 2.5189 2022-02-09 22:08:27,206 - mmaction - INFO - Epoch [155][80/940] lr: 4.000e-03, eta: 1 day, 11:04:22, time: 1.160, data_time: 0.057, memory: 9497, top1_acc: 0.5687, top5_acc: 0.7869, loss_cls: 1.8577, loss: 1.8577, grad_norm: 2.4842 2022-02-09 22:08:50,446 - mmaction - INFO - Epoch [155][100/940] lr: 4.000e-03, eta: 1 day, 11:03:54, time: 1.162, data_time: 0.049, memory: 9497, top1_acc: 0.5664, top5_acc: 0.7920, loss_cls: 1.8368, loss: 1.8368, grad_norm: 2.5165 2022-02-09 22:09:13,743 - mmaction - INFO - Epoch [155][120/940] lr: 4.000e-03, eta: 1 day, 11:03:26, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.5783, top5_acc: 0.7900, loss_cls: 1.8171, loss: 1.8171, grad_norm: 2.4702 2022-02-09 22:09:37,083 - mmaction - INFO - Epoch [155][140/940] lr: 4.000e-03, eta: 1 day, 11:02:57, time: 1.166, data_time: 0.047, memory: 9497, top1_acc: 0.5846, top5_acc: 0.7863, loss_cls: 1.8135, loss: 1.8135, grad_norm: 2.4567 2022-02-09 22:10:00,384 - mmaction - INFO - Epoch [155][160/940] lr: 4.000e-03, eta: 1 day, 11:02:29, time: 1.165, data_time: 0.051, memory: 9497, top1_acc: 0.5902, top5_acc: 0.7895, loss_cls: 1.8037, loss: 1.8037, grad_norm: 2.4683 2022-02-09 22:10:23,818 - mmaction - INFO - Epoch [155][180/940] lr: 4.000e-03, eta: 1 day, 11:02:00, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.5844, top5_acc: 0.7936, loss_cls: 1.7834, loss: 1.7834, grad_norm: 2.4618 2022-02-09 22:10:47,157 - mmaction - INFO - Epoch [155][200/940] lr: 4.000e-03, eta: 1 day, 11:01:32, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.5791, top5_acc: 0.7959, loss_cls: 1.8047, loss: 1.8047, grad_norm: 2.4991 2022-02-09 22:11:10,595 - mmaction - INFO - Epoch [155][220/940] lr: 4.000e-03, eta: 1 day, 11:01:04, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.5820, top5_acc: 0.7859, loss_cls: 1.7998, loss: 1.7998, grad_norm: 2.4950 2022-02-09 22:11:34,124 - mmaction - INFO - Epoch [155][240/940] lr: 4.000e-03, eta: 1 day, 11:00:36, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5951, top5_acc: 0.7998, loss_cls: 1.7475, loss: 1.7475, grad_norm: 2.4986 2022-02-09 22:11:57,652 - mmaction - INFO - Epoch [155][260/940] lr: 4.000e-03, eta: 1 day, 11:00:07, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.5826, top5_acc: 0.7902, loss_cls: 1.7957, loss: 1.7957, grad_norm: 2.5368 2022-02-09 22:12:21,159 - mmaction - INFO - Epoch [155][280/940] lr: 4.000e-03, eta: 1 day, 10:59:39, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.5816, top5_acc: 0.7893, loss_cls: 1.7998, loss: 1.7998, grad_norm: 2.5336 2022-02-09 22:12:44,544 - mmaction - INFO - Epoch [155][300/940] lr: 4.000e-03, eta: 1 day, 10:59:11, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.5855, top5_acc: 0.7977, loss_cls: 1.7968, loss: 1.7968, grad_norm: 2.5279 2022-02-09 22:13:07,918 - mmaction - INFO - Epoch [155][320/940] lr: 4.000e-03, eta: 1 day, 10:58:43, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.5869, top5_acc: 0.7973, loss_cls: 1.7688, loss: 1.7688, grad_norm: 2.5167 2022-02-09 22:13:31,304 - mmaction - INFO - Epoch [155][340/940] lr: 4.000e-03, eta: 1 day, 10:58:14, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.6004, top5_acc: 0.7994, loss_cls: 1.7175, loss: 1.7175, grad_norm: 2.4951 2022-02-09 22:13:54,750 - mmaction - INFO - Epoch [155][360/940] lr: 4.000e-03, eta: 1 day, 10:57:46, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.5820, top5_acc: 0.7973, loss_cls: 1.7795, loss: 1.7795, grad_norm: 2.5652 2022-02-09 22:14:18,310 - mmaction - INFO - Epoch [155][380/940] lr: 4.000e-03, eta: 1 day, 10:57:18, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.5877, top5_acc: 0.7922, loss_cls: 1.7886, loss: 1.7886, grad_norm: 2.5902 2022-02-09 22:14:41,850 - mmaction - INFO - Epoch [155][400/940] lr: 4.000e-03, eta: 1 day, 10:56:50, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6002, top5_acc: 0.8084, loss_cls: 1.7107, loss: 1.7107, grad_norm: 2.5570 2022-02-09 22:15:05,364 - mmaction - INFO - Epoch [155][420/940] lr: 4.000e-03, eta: 1 day, 10:56:21, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5771, top5_acc: 0.7904, loss_cls: 1.7964, loss: 1.7964, grad_norm: 2.5451 2022-02-09 22:15:28,942 - mmaction - INFO - Epoch [155][440/940] lr: 4.000e-03, eta: 1 day, 10:55:53, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.5992, top5_acc: 0.7996, loss_cls: 1.7499, loss: 1.7499, grad_norm: 2.5412 2022-02-09 22:15:52,501 - mmaction - INFO - Epoch [155][460/940] lr: 4.000e-03, eta: 1 day, 10:55:25, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.5938, top5_acc: 0.7975, loss_cls: 1.7423, loss: 1.7423, grad_norm: 2.5645 2022-02-09 22:16:16,010 - mmaction - INFO - Epoch [155][480/940] lr: 4.000e-03, eta: 1 day, 10:54:57, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.5982, top5_acc: 0.8045, loss_cls: 1.7214, loss: 1.7214, grad_norm: 2.5574 2022-02-09 22:16:39,513 - mmaction - INFO - Epoch [155][500/940] lr: 4.000e-03, eta: 1 day, 10:54:29, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.5953, top5_acc: 0.8043, loss_cls: 1.7494, loss: 1.7494, grad_norm: 2.5863 2022-02-09 22:17:02,994 - mmaction - INFO - Epoch [155][520/940] lr: 4.000e-03, eta: 1 day, 10:54:00, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.5832, top5_acc: 0.7988, loss_cls: 1.7939, loss: 1.7939, grad_norm: 2.5950 2022-02-09 22:17:26,682 - mmaction - INFO - Epoch [155][540/940] lr: 4.000e-03, eta: 1 day, 10:53:32, time: 1.184, data_time: 0.054, memory: 9497, top1_acc: 0.5922, top5_acc: 0.8006, loss_cls: 1.7579, loss: 1.7579, grad_norm: 2.5704 2022-02-09 22:17:50,220 - mmaction - INFO - Epoch [155][560/940] lr: 4.000e-03, eta: 1 day, 10:53:04, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5902, top5_acc: 0.7984, loss_cls: 1.7551, loss: 1.7551, grad_norm: 2.5534 2022-02-09 22:18:13,789 - mmaction - INFO - Epoch [155][580/940] lr: 4.000e-03, eta: 1 day, 10:52:36, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.5811, top5_acc: 0.7850, loss_cls: 1.7995, loss: 1.7995, grad_norm: 2.5695 2022-02-09 22:18:37,267 - mmaction - INFO - Epoch [155][600/940] lr: 4.000e-03, eta: 1 day, 10:52:08, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.5977, top5_acc: 0.8041, loss_cls: 1.7329, loss: 1.7329, grad_norm: 2.5790 2022-02-09 22:19:00,835 - mmaction - INFO - Epoch [155][620/940] lr: 4.000e-03, eta: 1 day, 10:51:39, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6037, top5_acc: 0.8098, loss_cls: 1.6868, loss: 1.6868, grad_norm: 2.5525 2022-02-09 22:19:24,425 - mmaction - INFO - Epoch [155][640/940] lr: 4.000e-03, eta: 1 day, 10:51:11, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.5861, top5_acc: 0.7943, loss_cls: 1.8071, loss: 1.8071, grad_norm: 2.6145 2022-02-09 22:19:48,012 - mmaction - INFO - Epoch [155][660/940] lr: 4.000e-03, eta: 1 day, 10:50:43, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.5900, top5_acc: 0.7988, loss_cls: 1.7461, loss: 1.7461, grad_norm: 2.5626 2022-02-09 22:20:11,490 - mmaction - INFO - Epoch [155][680/940] lr: 4.000e-03, eta: 1 day, 10:50:15, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.5932, top5_acc: 0.8041, loss_cls: 1.7442, loss: 1.7442, grad_norm: 2.5906 2022-02-09 22:20:35,005 - mmaction - INFO - Epoch [155][700/940] lr: 4.000e-03, eta: 1 day, 10:49:47, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.5945, top5_acc: 0.8072, loss_cls: 1.7084, loss: 1.7084, grad_norm: 2.5679 2022-02-09 22:20:58,528 - mmaction - INFO - Epoch [155][720/940] lr: 4.000e-03, eta: 1 day, 10:49:18, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.5842, top5_acc: 0.8014, loss_cls: 1.7511, loss: 1.7511, grad_norm: 2.6142 2022-02-09 22:21:22,119 - mmaction - INFO - Epoch [155][740/940] lr: 4.000e-03, eta: 1 day, 10:48:50, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.5932, top5_acc: 0.8037, loss_cls: 1.7306, loss: 1.7306, grad_norm: 2.6030 2022-02-09 22:21:45,836 - mmaction - INFO - Epoch [155][760/940] lr: 4.000e-03, eta: 1 day, 10:48:22, time: 1.186, data_time: 0.064, memory: 9497, top1_acc: 0.6008, top5_acc: 0.8025, loss_cls: 1.7107, loss: 1.7107, grad_norm: 2.5792 2022-02-09 22:22:09,388 - mmaction - INFO - Epoch [155][780/940] lr: 4.000e-03, eta: 1 day, 10:47:54, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.5951, top5_acc: 0.8072, loss_cls: 1.7319, loss: 1.7319, grad_norm: 2.6169 2022-02-09 22:22:32,880 - mmaction - INFO - Epoch [155][800/940] lr: 4.000e-03, eta: 1 day, 10:47:26, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.5783, top5_acc: 0.7896, loss_cls: 1.7721, loss: 1.7721, grad_norm: 2.6538 2022-02-09 22:22:56,446 - mmaction - INFO - Epoch [155][820/940] lr: 4.000e-03, eta: 1 day, 10:46:58, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6043, top5_acc: 0.8121, loss_cls: 1.6825, loss: 1.6825, grad_norm: 2.6059 2022-02-09 22:23:19,934 - mmaction - INFO - Epoch [155][840/940] lr: 4.000e-03, eta: 1 day, 10:46:30, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.5975, top5_acc: 0.8113, loss_cls: 1.6999, loss: 1.6999, grad_norm: 2.6210 2022-02-09 22:23:43,417 - mmaction - INFO - Epoch [155][860/940] lr: 4.000e-03, eta: 1 day, 10:46:01, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.5994, top5_acc: 0.8074, loss_cls: 1.7261, loss: 1.7261, grad_norm: 2.5551 2022-02-09 22:24:06,891 - mmaction - INFO - Epoch [155][880/940] lr: 4.000e-03, eta: 1 day, 10:45:33, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6098, top5_acc: 0.8111, loss_cls: 1.6665, loss: 1.6665, grad_norm: 2.5258 2022-02-09 22:24:30,548 - mmaction - INFO - Epoch [155][900/940] lr: 4.000e-03, eta: 1 day, 10:45:05, time: 1.183, data_time: 0.062, memory: 9497, top1_acc: 0.5857, top5_acc: 0.7994, loss_cls: 1.7733, loss: 1.7733, grad_norm: 2.6365 2022-02-09 22:24:54,159 - mmaction - INFO - Epoch [155][920/940] lr: 4.000e-03, eta: 1 day, 10:44:37, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.6002, top5_acc: 0.8035, loss_cls: 1.7139, loss: 1.7139, grad_norm: 2.5846 2022-02-09 22:25:16,507 - mmaction - INFO - Epoch [155][940/940] lr: 4.000e-03, eta: 1 day, 10:44:08, time: 1.118, data_time: 0.059, memory: 9497, top1_acc: 0.6027, top5_acc: 0.8019, loss_cls: 1.7304, loss: 1.7304, grad_norm: 2.6059 2022-02-09 22:25:22,626 - mmaction - INFO - Saving checkpoint at 155 epochs 2022-02-09 22:29:09,560 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-09 22:29:10,262 - mmaction - INFO - top1_acc 0.6475 top5_acc 0.8588 2022-02-09 22:29:10,262 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-09 22:29:10,290 - mmaction - INFO - mean_acc 0.6474 2022-02-09 22:29:10,397 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_150.pth was removed 2022-02-09 22:29:12,359 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_155.pth. 2022-02-09 22:29:12,359 - mmaction - INFO - Best top1_acc is 0.6475 at 155 epoch. 2022-02-09 22:29:12,372 - mmaction - INFO - Epoch(val) [155][78] top1_acc: 0.6475, top5_acc: 0.8588, mean_class_accuracy: 0.6474 2022-02-09 22:31:55,406 - mmaction - INFO - Epoch [156][20/940] lr: 4.000e-03, eta: 1 day, 10:45:11, time: 8.150, data_time: 6.933, memory: 9497, top1_acc: 0.6029, top5_acc: 0.8035, loss_cls: 1.7248, loss: 1.7248, grad_norm: 2.6153 2022-02-09 22:32:18,637 - mmaction - INFO - Epoch [156][40/940] lr: 4.000e-03, eta: 1 day, 10:44:42, time: 1.162, data_time: 0.051, memory: 9497, top1_acc: 0.5922, top5_acc: 0.8111, loss_cls: 1.7037, loss: 1.7037, grad_norm: 2.5911 2022-02-09 22:32:41,851 - mmaction - INFO - Epoch [156][60/940] lr: 4.000e-03, eta: 1 day, 10:44:14, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.5873, top5_acc: 0.8088, loss_cls: 1.7372, loss: 1.7372, grad_norm: 2.6364 2022-02-09 22:33:04,981 - mmaction - INFO - Epoch [156][80/940] lr: 4.000e-03, eta: 1 day, 10:43:45, time: 1.157, data_time: 0.046, memory: 9497, top1_acc: 0.5869, top5_acc: 0.7941, loss_cls: 1.7650, loss: 1.7650, grad_norm: 2.6607 2022-02-09 22:33:28,227 - mmaction - INFO - Epoch [156][100/940] lr: 4.000e-03, eta: 1 day, 10:43:17, time: 1.162, data_time: 0.047, memory: 9497, top1_acc: 0.6039, top5_acc: 0.8092, loss_cls: 1.6908, loss: 1.6908, grad_norm: 2.5764 2022-02-09 22:33:51,532 - mmaction - INFO - Epoch [156][120/940] lr: 4.000e-03, eta: 1 day, 10:42:49, time: 1.165, data_time: 0.052, memory: 9497, top1_acc: 0.5996, top5_acc: 0.8055, loss_cls: 1.7115, loss: 1.7115, grad_norm: 2.6373 2022-02-09 22:34:14,894 - mmaction - INFO - Epoch [156][140/940] lr: 4.000e-03, eta: 1 day, 10:42:20, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.6051, top5_acc: 0.8014, loss_cls: 1.7022, loss: 1.7022, grad_norm: 2.6410 2022-02-09 22:34:38,308 - mmaction - INFO - Epoch [156][160/940] lr: 4.000e-03, eta: 1 day, 10:41:52, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.5840, top5_acc: 0.8004, loss_cls: 1.7537, loss: 1.7537, grad_norm: 2.6761 2022-02-09 22:35:01,608 - mmaction - INFO - Epoch [156][180/940] lr: 4.000e-03, eta: 1 day, 10:41:24, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.6113, top5_acc: 0.8150, loss_cls: 1.6652, loss: 1.6652, grad_norm: 2.6114 2022-02-09 22:35:25,020 - mmaction - INFO - Epoch [156][200/940] lr: 4.000e-03, eta: 1 day, 10:40:55, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.6021, top5_acc: 0.8131, loss_cls: 1.7006, loss: 1.7006, grad_norm: 2.6286 2022-02-09 22:35:48,469 - mmaction - INFO - Epoch [156][220/940] lr: 4.000e-03, eta: 1 day, 10:40:27, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.5963, top5_acc: 0.8137, loss_cls: 1.7005, loss: 1.7005, grad_norm: 2.6426 2022-02-09 22:36:11,874 - mmaction - INFO - Epoch [156][240/940] lr: 4.000e-03, eta: 1 day, 10:39:59, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.5916, top5_acc: 0.7986, loss_cls: 1.7475, loss: 1.7475, grad_norm: 2.6759 2022-02-09 22:36:35,386 - mmaction - INFO - Epoch [156][260/940] lr: 4.000e-03, eta: 1 day, 10:39:31, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6096, top5_acc: 0.8092, loss_cls: 1.6854, loss: 1.6854, grad_norm: 2.5968 2022-02-09 22:36:58,761 - mmaction - INFO - Epoch [156][280/940] lr: 4.000e-03, eta: 1 day, 10:39:02, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.6033, top5_acc: 0.8115, loss_cls: 1.6897, loss: 1.6897, grad_norm: 2.6380 2022-02-09 22:37:22,255 - mmaction - INFO - Epoch [156][300/940] lr: 4.000e-03, eta: 1 day, 10:38:34, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.5975, top5_acc: 0.8063, loss_cls: 1.7037, loss: 1.7037, grad_norm: 2.5898 2022-02-09 22:37:45,710 - mmaction - INFO - Epoch [156][320/940] lr: 4.000e-03, eta: 1 day, 10:38:06, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6029, top5_acc: 0.8047, loss_cls: 1.7086, loss: 1.7086, grad_norm: 2.6552 2022-02-09 22:38:09,177 - mmaction - INFO - Epoch [156][340/940] lr: 4.000e-03, eta: 1 day, 10:37:38, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6184, top5_acc: 0.8160, loss_cls: 1.6574, loss: 1.6574, grad_norm: 2.5871 2022-02-09 22:38:32,648 - mmaction - INFO - Epoch [156][360/940] lr: 4.000e-03, eta: 1 day, 10:37:09, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.6062, top5_acc: 0.8137, loss_cls: 1.6834, loss: 1.6834, grad_norm: 2.6234 2022-02-09 22:38:56,139 - mmaction - INFO - Epoch [156][380/940] lr: 4.000e-03, eta: 1 day, 10:36:41, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6041, top5_acc: 0.8033, loss_cls: 1.7197, loss: 1.7197, grad_norm: 2.6597 2022-02-09 22:39:19,562 - mmaction - INFO - Epoch [156][400/940] lr: 4.000e-03, eta: 1 day, 10:36:13, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.5928, top5_acc: 0.7941, loss_cls: 1.7540, loss: 1.7540, grad_norm: 2.6897 2022-02-09 22:39:43,133 - mmaction - INFO - Epoch [156][420/940] lr: 4.000e-03, eta: 1 day, 10:35:45, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6195, top5_acc: 0.8154, loss_cls: 1.6475, loss: 1.6475, grad_norm: 2.6105 2022-02-09 22:40:06,955 - mmaction - INFO - Epoch [156][440/940] lr: 4.000e-03, eta: 1 day, 10:35:17, time: 1.192, data_time: 0.062, memory: 9497, top1_acc: 0.6123, top5_acc: 0.8104, loss_cls: 1.6681, loss: 1.6681, grad_norm: 2.6338 2022-02-09 22:40:30,671 - mmaction - INFO - Epoch [156][460/940] lr: 4.000e-03, eta: 1 day, 10:34:49, time: 1.185, data_time: 0.070, memory: 9497, top1_acc: 0.6164, top5_acc: 0.8109, loss_cls: 1.6565, loss: 1.6565, grad_norm: 2.6099 2022-02-09 22:40:54,306 - mmaction - INFO - Epoch [156][480/940] lr: 4.000e-03, eta: 1 day, 10:34:21, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6014, top5_acc: 0.8074, loss_cls: 1.6988, loss: 1.6988, grad_norm: 2.6310 2022-02-09 22:41:17,872 - mmaction - INFO - Epoch [156][500/940] lr: 4.000e-03, eta: 1 day, 10:33:53, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5928, top5_acc: 0.8076, loss_cls: 1.7076, loss: 1.7076, grad_norm: 2.6896 2022-02-09 22:41:41,443 - mmaction - INFO - Epoch [156][520/940] lr: 4.000e-03, eta: 1 day, 10:33:24, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.5928, top5_acc: 0.8012, loss_cls: 1.7188, loss: 1.7188, grad_norm: 2.6197 2022-02-09 22:42:04,969 - mmaction - INFO - Epoch [156][540/940] lr: 4.000e-03, eta: 1 day, 10:32:56, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6055, top5_acc: 0.8061, loss_cls: 1.6917, loss: 1.6917, grad_norm: 2.6435 2022-02-09 22:42:28,519 - mmaction - INFO - Epoch [156][560/940] lr: 4.000e-03, eta: 1 day, 10:32:28, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.5994, top5_acc: 0.8061, loss_cls: 1.7091, loss: 1.7091, grad_norm: 2.6883 2022-02-09 22:42:52,103 - mmaction - INFO - Epoch [156][580/940] lr: 4.000e-03, eta: 1 day, 10:32:00, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.5996, top5_acc: 0.8049, loss_cls: 1.6999, loss: 1.6999, grad_norm: 2.6484 2022-02-09 22:43:15,705 - mmaction - INFO - Epoch [156][600/940] lr: 4.000e-03, eta: 1 day, 10:31:32, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.5904, top5_acc: 0.8031, loss_cls: 1.7483, loss: 1.7483, grad_norm: 2.6654 2022-02-09 22:43:39,308 - mmaction - INFO - Epoch [156][620/940] lr: 4.000e-03, eta: 1 day, 10:31:04, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.5988, top5_acc: 0.8016, loss_cls: 1.7172, loss: 1.7172, grad_norm: 2.7048 2022-02-09 22:44:02,816 - mmaction - INFO - Epoch [156][640/940] lr: 4.000e-03, eta: 1 day, 10:30:36, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.5988, top5_acc: 0.8127, loss_cls: 1.6994, loss: 1.6994, grad_norm: 2.7061 2022-02-09 22:44:26,305 - mmaction - INFO - Epoch [156][660/940] lr: 4.000e-03, eta: 1 day, 10:30:07, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6051, top5_acc: 0.8105, loss_cls: 1.6907, loss: 1.6907, grad_norm: 2.6720 2022-02-09 22:44:49,803 - mmaction - INFO - Epoch [156][680/940] lr: 4.000e-03, eta: 1 day, 10:29:39, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6072, top5_acc: 0.8127, loss_cls: 1.6794, loss: 1.6794, grad_norm: 2.6698 2022-02-09 22:45:13,426 - mmaction - INFO - Epoch [156][700/940] lr: 4.000e-03, eta: 1 day, 10:29:11, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6061, top5_acc: 0.8123, loss_cls: 1.6805, loss: 1.6805, grad_norm: 2.7063 2022-02-09 22:45:37,058 - mmaction - INFO - Epoch [156][720/940] lr: 4.000e-03, eta: 1 day, 10:28:43, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6076, top5_acc: 0.8014, loss_cls: 1.7261, loss: 1.7261, grad_norm: 2.6988 2022-02-09 22:46:00,545 - mmaction - INFO - Epoch [156][740/940] lr: 4.000e-03, eta: 1 day, 10:28:15, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6021, top5_acc: 0.8051, loss_cls: 1.6927, loss: 1.6927, grad_norm: 2.7042 2022-02-09 22:46:24,097 - mmaction - INFO - Epoch [156][760/940] lr: 4.000e-03, eta: 1 day, 10:27:47, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6055, top5_acc: 0.8162, loss_cls: 1.6600, loss: 1.6600, grad_norm: 2.6438 2022-02-09 22:46:47,567 - mmaction - INFO - Epoch [156][780/940] lr: 4.000e-03, eta: 1 day, 10:27:18, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6129, top5_acc: 0.8115, loss_cls: 1.6507, loss: 1.6507, grad_norm: 2.6239 2022-02-09 22:47:11,057 - mmaction - INFO - Epoch [156][800/940] lr: 4.000e-03, eta: 1 day, 10:26:50, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.5932, top5_acc: 0.8018, loss_cls: 1.7320, loss: 1.7320, grad_norm: 2.6740 2022-02-09 22:47:34,524 - mmaction - INFO - Epoch [156][820/940] lr: 4.000e-03, eta: 1 day, 10:26:22, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.5973, top5_acc: 0.8051, loss_cls: 1.7097, loss: 1.7097, grad_norm: 2.6886 2022-02-09 22:47:57,999 - mmaction - INFO - Epoch [156][840/940] lr: 4.000e-03, eta: 1 day, 10:25:54, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6047, top5_acc: 0.8049, loss_cls: 1.7118, loss: 1.7118, grad_norm: 2.6813 2022-02-09 22:48:21,554 - mmaction - INFO - Epoch [156][860/940] lr: 4.000e-03, eta: 1 day, 10:25:26, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6033, top5_acc: 0.8131, loss_cls: 1.6785, loss: 1.6785, grad_norm: 2.6500 2022-02-09 22:48:45,068 - mmaction - INFO - Epoch [156][880/940] lr: 4.000e-03, eta: 1 day, 10:24:58, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6041, top5_acc: 0.8115, loss_cls: 1.6647, loss: 1.6647, grad_norm: 2.6628 2022-02-09 22:49:08,540 - mmaction - INFO - Epoch [156][900/940] lr: 4.000e-03, eta: 1 day, 10:24:29, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6119, top5_acc: 0.8166, loss_cls: 1.6523, loss: 1.6523, grad_norm: 2.6408 2022-02-09 22:49:32,048 - mmaction - INFO - Epoch [156][920/940] lr: 4.000e-03, eta: 1 day, 10:24:01, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6006, top5_acc: 0.8160, loss_cls: 1.6717, loss: 1.6717, grad_norm: 2.7044 2022-02-09 22:49:54,426 - mmaction - INFO - Epoch [156][940/940] lr: 4.000e-03, eta: 1 day, 10:23:32, time: 1.119, data_time: 0.064, memory: 9497, top1_acc: 0.5996, top5_acc: 0.8099, loss_cls: 1.7194, loss: 1.7194, grad_norm: 2.7115 2022-02-09 22:53:29,116 - mmaction - INFO - Epoch [157][20/940] lr: 4.000e-03, eta: 1 day, 10:25:02, time: 10.382, data_time: 9.188, memory: 9497, top1_acc: 0.6027, top5_acc: 0.8094, loss_cls: 1.6778, loss: 1.6778, grad_norm: 2.7306 2022-02-09 22:53:52,195 - mmaction - INFO - Epoch [157][40/940] lr: 4.000e-03, eta: 1 day, 10:24:34, time: 1.154, data_time: 0.052, memory: 9497, top1_acc: 0.6045, top5_acc: 0.8178, loss_cls: 1.6532, loss: 1.6532, grad_norm: 2.6762 2022-02-09 22:54:15,434 - mmaction - INFO - Epoch [157][60/940] lr: 4.000e-03, eta: 1 day, 10:24:05, time: 1.162, data_time: 0.049, memory: 9497, top1_acc: 0.6027, top5_acc: 0.8170, loss_cls: 1.6681, loss: 1.6681, grad_norm: 2.6975 2022-02-09 22:54:38,735 - mmaction - INFO - Epoch [157][80/940] lr: 4.000e-03, eta: 1 day, 10:23:37, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.6055, top5_acc: 0.8199, loss_cls: 1.6635, loss: 1.6635, grad_norm: 2.6772 2022-02-09 22:55:01,940 - mmaction - INFO - Epoch [157][100/940] lr: 4.000e-03, eta: 1 day, 10:23:09, time: 1.160, data_time: 0.049, memory: 9497, top1_acc: 0.5990, top5_acc: 0.8064, loss_cls: 1.7073, loss: 1.7073, grad_norm: 2.7121 2022-02-09 22:55:25,386 - mmaction - INFO - Epoch [157][120/940] lr: 4.000e-03, eta: 1 day, 10:22:40, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6045, top5_acc: 0.8082, loss_cls: 1.6828, loss: 1.6828, grad_norm: 2.7323 2022-02-09 22:55:48,721 - mmaction - INFO - Epoch [157][140/940] lr: 4.000e-03, eta: 1 day, 10:22:12, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.6037, top5_acc: 0.8125, loss_cls: 1.6696, loss: 1.6696, grad_norm: 2.6950 2022-02-09 22:56:12,137 - mmaction - INFO - Epoch [157][160/940] lr: 4.000e-03, eta: 1 day, 10:21:44, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6082, top5_acc: 0.8068, loss_cls: 1.6968, loss: 1.6968, grad_norm: 2.6865 2022-02-09 22:56:35,611 - mmaction - INFO - Epoch [157][180/940] lr: 4.000e-03, eta: 1 day, 10:21:16, time: 1.173, data_time: 0.047, memory: 9497, top1_acc: 0.6062, top5_acc: 0.8070, loss_cls: 1.6901, loss: 1.6901, grad_norm: 2.6813 2022-02-09 22:56:58,925 - mmaction - INFO - Epoch [157][200/940] lr: 4.000e-03, eta: 1 day, 10:20:47, time: 1.166, data_time: 0.055, memory: 9497, top1_acc: 0.6004, top5_acc: 0.8057, loss_cls: 1.6927, loss: 1.6927, grad_norm: 2.7239 2022-02-09 22:57:22,447 - mmaction - INFO - Epoch [157][220/940] lr: 4.000e-03, eta: 1 day, 10:20:19, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6061, top5_acc: 0.8178, loss_cls: 1.6487, loss: 1.6487, grad_norm: 2.6612 2022-02-09 22:57:45,922 - mmaction - INFO - Epoch [157][240/940] lr: 4.000e-03, eta: 1 day, 10:19:51, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6029, top5_acc: 0.8129, loss_cls: 1.6887, loss: 1.6887, grad_norm: 2.7171 2022-02-09 22:58:09,421 - mmaction - INFO - Epoch [157][260/940] lr: 4.000e-03, eta: 1 day, 10:19:23, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.5996, top5_acc: 0.8115, loss_cls: 1.6884, loss: 1.6884, grad_norm: 2.7709 2022-02-09 22:58:32,866 - mmaction - INFO - Epoch [157][280/940] lr: 4.000e-03, eta: 1 day, 10:18:54, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6807, loss: 1.6807, grad_norm: 2.7196 2022-02-09 22:58:56,336 - mmaction - INFO - Epoch [157][300/940] lr: 4.000e-03, eta: 1 day, 10:18:26, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.5990, top5_acc: 0.8090, loss_cls: 1.7015, loss: 1.7015, grad_norm: 2.7338 2022-02-09 22:59:19,896 - mmaction - INFO - Epoch [157][320/940] lr: 4.000e-03, eta: 1 day, 10:17:58, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6021, top5_acc: 0.8107, loss_cls: 1.6678, loss: 1.6678, grad_norm: 2.7418 2022-02-09 22:59:43,555 - mmaction - INFO - Epoch [157][340/940] lr: 4.000e-03, eta: 1 day, 10:17:30, time: 1.184, data_time: 0.053, memory: 9497, top1_acc: 0.5967, top5_acc: 0.8148, loss_cls: 1.6826, loss: 1.6826, grad_norm: 2.7669 2022-02-09 23:00:07,007 - mmaction - INFO - Epoch [157][360/940] lr: 4.000e-03, eta: 1 day, 10:17:02, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6076, top5_acc: 0.8107, loss_cls: 1.6580, loss: 1.6580, grad_norm: 2.6720 2022-02-09 23:00:30,457 - mmaction - INFO - Epoch [157][380/940] lr: 4.000e-03, eta: 1 day, 10:16:34, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6225, top5_acc: 0.8170, loss_cls: 1.6261, loss: 1.6261, grad_norm: 2.6622 2022-02-09 23:00:54,014 - mmaction - INFO - Epoch [157][400/940] lr: 4.000e-03, eta: 1 day, 10:16:05, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6049, top5_acc: 0.8166, loss_cls: 1.6592, loss: 1.6592, grad_norm: 2.6972 2022-02-09 23:01:17,521 - mmaction - INFO - Epoch [157][420/940] lr: 4.000e-03, eta: 1 day, 10:15:37, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6084, top5_acc: 0.8041, loss_cls: 1.6862, loss: 1.6862, grad_norm: 2.7553 2022-02-09 23:01:40,992 - mmaction - INFO - Epoch [157][440/940] lr: 4.000e-03, eta: 1 day, 10:15:09, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6057, top5_acc: 0.8074, loss_cls: 1.7005, loss: 1.7005, grad_norm: 2.7307 2022-02-09 23:02:04,462 - mmaction - INFO - Epoch [157][460/940] lr: 4.000e-03, eta: 1 day, 10:14:41, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6049, top5_acc: 0.8182, loss_cls: 1.6500, loss: 1.6500, grad_norm: 2.7433 2022-02-09 23:02:27,921 - mmaction - INFO - Epoch [157][480/940] lr: 4.000e-03, eta: 1 day, 10:14:13, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6066, top5_acc: 0.8102, loss_cls: 1.6737, loss: 1.6737, grad_norm: 2.7900 2022-02-09 23:02:51,426 - mmaction - INFO - Epoch [157][500/940] lr: 4.000e-03, eta: 1 day, 10:13:45, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6164, top5_acc: 0.8082, loss_cls: 1.6701, loss: 1.6701, grad_norm: 2.6830 2022-02-09 23:03:15,007 - mmaction - INFO - Epoch [157][520/940] lr: 4.000e-03, eta: 1 day, 10:13:16, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.5992, top5_acc: 0.8131, loss_cls: 1.6869, loss: 1.6869, grad_norm: 2.7676 2022-02-09 23:03:38,586 - mmaction - INFO - Epoch [157][540/940] lr: 4.000e-03, eta: 1 day, 10:12:48, time: 1.179, data_time: 0.048, memory: 9497, top1_acc: 0.6145, top5_acc: 0.8111, loss_cls: 1.6800, loss: 1.6800, grad_norm: 2.7516 2022-02-09 23:04:02,074 - mmaction - INFO - Epoch [157][560/940] lr: 4.000e-03, eta: 1 day, 10:12:20, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6051, top5_acc: 0.8119, loss_cls: 1.6670, loss: 1.6670, grad_norm: 2.7172 2022-02-09 23:04:25,586 - mmaction - INFO - Epoch [157][580/940] lr: 4.000e-03, eta: 1 day, 10:11:52, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.5926, top5_acc: 0.8014, loss_cls: 1.7310, loss: 1.7310, grad_norm: 2.7892 2022-02-09 23:04:49,185 - mmaction - INFO - Epoch [157][600/940] lr: 4.000e-03, eta: 1 day, 10:11:24, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6072, top5_acc: 0.8121, loss_cls: 1.6692, loss: 1.6692, grad_norm: 2.7499 2022-02-09 23:05:12,686 - mmaction - INFO - Epoch [157][620/940] lr: 4.000e-03, eta: 1 day, 10:10:56, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6178, top5_acc: 0.8168, loss_cls: 1.6318, loss: 1.6318, grad_norm: 2.6837 2022-02-09 23:05:36,175 - mmaction - INFO - Epoch [157][640/940] lr: 4.000e-03, eta: 1 day, 10:10:27, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6078, top5_acc: 0.8137, loss_cls: 1.6669, loss: 1.6669, grad_norm: 2.7499 2022-02-09 23:05:59,609 - mmaction - INFO - Epoch [157][660/940] lr: 4.000e-03, eta: 1 day, 10:09:59, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6150, top5_acc: 0.8176, loss_cls: 1.6689, loss: 1.6689, grad_norm: 2.7869 2022-02-09 23:06:23,125 - mmaction - INFO - Epoch [157][680/940] lr: 4.000e-03, eta: 1 day, 10:09:31, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6072, top5_acc: 0.8078, loss_cls: 1.6721, loss: 1.6721, grad_norm: 2.7302 2022-02-09 23:06:46,726 - mmaction - INFO - Epoch [157][700/940] lr: 4.000e-03, eta: 1 day, 10:09:03, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6121, top5_acc: 0.8098, loss_cls: 1.6684, loss: 1.6684, grad_norm: 2.7016 2022-02-09 23:07:10,548 - mmaction - INFO - Epoch [157][720/940] lr: 4.000e-03, eta: 1 day, 10:08:35, time: 1.191, data_time: 0.053, memory: 9497, top1_acc: 0.6125, top5_acc: 0.8189, loss_cls: 1.6352, loss: 1.6352, grad_norm: 2.7176 2022-02-09 23:07:34,320 - mmaction - INFO - Epoch [157][740/940] lr: 4.000e-03, eta: 1 day, 10:08:07, time: 1.189, data_time: 0.059, memory: 9497, top1_acc: 0.6133, top5_acc: 0.8187, loss_cls: 1.6410, loss: 1.6410, grad_norm: 2.7317 2022-02-09 23:07:58,105 - mmaction - INFO - Epoch [157][760/940] lr: 4.000e-03, eta: 1 day, 10:07:39, time: 1.189, data_time: 0.055, memory: 9497, top1_acc: 0.5963, top5_acc: 0.8092, loss_cls: 1.6871, loss: 1.6871, grad_norm: 2.7763 2022-02-09 23:08:21,975 - mmaction - INFO - Epoch [157][780/940] lr: 4.000e-03, eta: 1 day, 10:07:11, time: 1.194, data_time: 0.060, memory: 9497, top1_acc: 0.6168, top5_acc: 0.8117, loss_cls: 1.6496, loss: 1.6496, grad_norm: 2.7018 2022-02-09 23:08:45,861 - mmaction - INFO - Epoch [157][800/940] lr: 4.000e-03, eta: 1 day, 10:06:43, time: 1.194, data_time: 0.055, memory: 9497, top1_acc: 0.6193, top5_acc: 0.8162, loss_cls: 1.6279, loss: 1.6279, grad_norm: 2.6771 2022-02-09 23:09:09,515 - mmaction - INFO - Epoch [157][820/940] lr: 4.000e-03, eta: 1 day, 10:06:15, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6094, top5_acc: 0.8092, loss_cls: 1.6680, loss: 1.6680, grad_norm: 2.7325 2022-02-09 23:09:33,372 - mmaction - INFO - Epoch [157][840/940] lr: 4.000e-03, eta: 1 day, 10:05:47, time: 1.192, data_time: 0.052, memory: 9497, top1_acc: 0.6115, top5_acc: 0.8133, loss_cls: 1.6705, loss: 1.6705, grad_norm: 2.7506 2022-02-09 23:09:57,032 - mmaction - INFO - Epoch [157][860/940] lr: 4.000e-03, eta: 1 day, 10:05:19, time: 1.184, data_time: 0.053, memory: 9497, top1_acc: 0.6041, top5_acc: 0.8057, loss_cls: 1.6838, loss: 1.6838, grad_norm: 2.8095 2022-02-09 23:10:20,758 - mmaction - INFO - Epoch [157][880/940] lr: 4.000e-03, eta: 1 day, 10:04:51, time: 1.186, data_time: 0.054, memory: 9497, top1_acc: 0.6086, top5_acc: 0.8090, loss_cls: 1.6931, loss: 1.6931, grad_norm: 2.7997 2022-02-09 23:10:44,475 - mmaction - INFO - Epoch [157][900/940] lr: 4.000e-03, eta: 1 day, 10:04:23, time: 1.186, data_time: 0.058, memory: 9497, top1_acc: 0.5992, top5_acc: 0.8121, loss_cls: 1.6804, loss: 1.6804, grad_norm: 2.7879 2022-02-09 23:11:07,971 - mmaction - INFO - Epoch [157][920/940] lr: 4.000e-03, eta: 1 day, 10:03:55, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6145, top5_acc: 0.8166, loss_cls: 1.6323, loss: 1.6323, grad_norm: 2.7561 2022-02-09 23:11:30,463 - mmaction - INFO - Epoch [157][940/940] lr: 4.000e-03, eta: 1 day, 10:03:26, time: 1.125, data_time: 0.059, memory: 9497, top1_acc: 0.6047, top5_acc: 0.8066, loss_cls: 1.6931, loss: 1.6931, grad_norm: 2.7984 2022-02-09 23:14:45,095 - mmaction - INFO - Epoch [158][20/940] lr: 4.000e-03, eta: 1 day, 10:04:42, time: 9.422, data_time: 7.507, memory: 9497, top1_acc: 0.6111, top5_acc: 0.8049, loss_cls: 1.6708, loss: 1.6708, grad_norm: 2.7129 2022-02-09 23:15:08,189 - mmaction - INFO - Epoch [158][40/940] lr: 4.000e-03, eta: 1 day, 10:04:14, time: 1.156, data_time: 0.051, memory: 9497, top1_acc: 0.6094, top5_acc: 0.8096, loss_cls: 1.6428, loss: 1.6428, grad_norm: 2.7356 2022-02-09 23:15:31,387 - mmaction - INFO - Epoch [158][60/940] lr: 4.000e-03, eta: 1 day, 10:03:45, time: 1.159, data_time: 0.042, memory: 9497, top1_acc: 0.5996, top5_acc: 0.8070, loss_cls: 1.6859, loss: 1.6859, grad_norm: 2.7848 2022-02-09 23:15:54,549 - mmaction - INFO - Epoch [158][80/940] lr: 4.000e-03, eta: 1 day, 10:03:17, time: 1.159, data_time: 0.049, memory: 9497, top1_acc: 0.6246, top5_acc: 0.8182, loss_cls: 1.6225, loss: 1.6225, grad_norm: 2.7121 2022-02-09 23:16:17,858 - mmaction - INFO - Epoch [158][100/940] lr: 4.000e-03, eta: 1 day, 10:02:49, time: 1.166, data_time: 0.045, memory: 9497, top1_acc: 0.6082, top5_acc: 0.8162, loss_cls: 1.6598, loss: 1.6598, grad_norm: 2.7699 2022-02-09 23:16:41,194 - mmaction - INFO - Epoch [158][120/940] lr: 4.000e-03, eta: 1 day, 10:02:20, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.6061, top5_acc: 0.8182, loss_cls: 1.6587, loss: 1.6587, grad_norm: 2.8227 2022-02-09 23:17:04,616 - mmaction - INFO - Epoch [158][140/940] lr: 4.000e-03, eta: 1 day, 10:01:52, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.6078, top5_acc: 0.8127, loss_cls: 1.6447, loss: 1.6447, grad_norm: 2.7491 2022-02-09 23:17:28,578 - mmaction - INFO - Epoch [158][160/940] lr: 4.000e-03, eta: 1 day, 10:01:24, time: 1.198, data_time: 0.052, memory: 9497, top1_acc: 0.6154, top5_acc: 0.8195, loss_cls: 1.6537, loss: 1.6537, grad_norm: 2.7330 2022-02-09 23:17:52,082 - mmaction - INFO - Epoch [158][180/940] lr: 4.000e-03, eta: 1 day, 10:00:56, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6027, top5_acc: 0.8045, loss_cls: 1.6708, loss: 1.6708, grad_norm: 2.7533 2022-02-09 23:18:15,476 - mmaction - INFO - Epoch [158][200/940] lr: 4.000e-03, eta: 1 day, 10:00:28, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.6162, top5_acc: 0.8223, loss_cls: 1.6282, loss: 1.6282, grad_norm: 2.7318 2022-02-09 23:18:38,823 - mmaction - INFO - Epoch [158][220/940] lr: 4.000e-03, eta: 1 day, 10:00:00, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.6021, top5_acc: 0.8018, loss_cls: 1.7150, loss: 1.7150, grad_norm: 2.8334 2022-02-09 23:19:02,206 - mmaction - INFO - Epoch [158][240/940] lr: 4.000e-03, eta: 1 day, 9:59:31, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.6084, top5_acc: 0.8117, loss_cls: 1.6520, loss: 1.6520, grad_norm: 2.7795 2022-02-09 23:19:25,689 - mmaction - INFO - Epoch [158][260/940] lr: 4.000e-03, eta: 1 day, 9:59:03, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6205, top5_acc: 0.8166, loss_cls: 1.6395, loss: 1.6395, grad_norm: 2.7824 2022-02-09 23:19:49,501 - mmaction - INFO - Epoch [158][280/940] lr: 4.000e-03, eta: 1 day, 9:58:35, time: 1.191, data_time: 0.057, memory: 9497, top1_acc: 0.6150, top5_acc: 0.8166, loss_cls: 1.6468, loss: 1.6468, grad_norm: 2.7357 2022-02-09 23:20:13,129 - mmaction - INFO - Epoch [158][300/940] lr: 4.000e-03, eta: 1 day, 9:58:07, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6416, loss: 1.6416, grad_norm: 2.7768 2022-02-09 23:20:36,591 - mmaction - INFO - Epoch [158][320/940] lr: 4.000e-03, eta: 1 day, 9:57:39, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.6191, top5_acc: 0.8189, loss_cls: 1.6186, loss: 1.6186, grad_norm: 2.7364 2022-02-09 23:21:00,024 - mmaction - INFO - Epoch [158][340/940] lr: 4.000e-03, eta: 1 day, 9:57:11, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6184, top5_acc: 0.8164, loss_cls: 1.6394, loss: 1.6394, grad_norm: 2.7836 2022-02-09 23:21:23,392 - mmaction - INFO - Epoch [158][360/940] lr: 4.000e-03, eta: 1 day, 9:56:42, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.6035, top5_acc: 0.8090, loss_cls: 1.6788, loss: 1.6788, grad_norm: 2.7820 2022-02-09 23:21:47,005 - mmaction - INFO - Epoch [158][380/940] lr: 4.000e-03, eta: 1 day, 9:56:14, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6057, top5_acc: 0.8119, loss_cls: 1.6684, loss: 1.6684, grad_norm: 2.7774 2022-02-09 23:22:10,565 - mmaction - INFO - Epoch [158][400/940] lr: 4.000e-03, eta: 1 day, 9:55:46, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6141, top5_acc: 0.8154, loss_cls: 1.6522, loss: 1.6522, grad_norm: 2.7578 2022-02-09 23:22:34,258 - mmaction - INFO - Epoch [158][420/940] lr: 4.000e-03, eta: 1 day, 9:55:18, time: 1.185, data_time: 0.054, memory: 9497, top1_acc: 0.6105, top5_acc: 0.8156, loss_cls: 1.6545, loss: 1.6545, grad_norm: 2.8071 2022-02-09 23:22:57,936 - mmaction - INFO - Epoch [158][440/940] lr: 4.000e-03, eta: 1 day, 9:54:50, time: 1.184, data_time: 0.059, memory: 9497, top1_acc: 0.6174, top5_acc: 0.8107, loss_cls: 1.6588, loss: 1.6588, grad_norm: 2.7922 2022-02-09 23:23:21,524 - mmaction - INFO - Epoch [158][460/940] lr: 4.000e-03, eta: 1 day, 9:54:22, time: 1.179, data_time: 0.044, memory: 9497, top1_acc: 0.6115, top5_acc: 0.8191, loss_cls: 1.6111, loss: 1.6111, grad_norm: 2.7730 2022-02-09 23:23:44,994 - mmaction - INFO - Epoch [158][480/940] lr: 4.000e-03, eta: 1 day, 9:53:54, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6281, top5_acc: 0.8225, loss_cls: 1.6049, loss: 1.6049, grad_norm: 2.7539 2022-02-09 23:24:08,516 - mmaction - INFO - Epoch [158][500/940] lr: 4.000e-03, eta: 1 day, 9:53:26, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6031, top5_acc: 0.8166, loss_cls: 1.6729, loss: 1.6729, grad_norm: 2.8545 2022-02-09 23:24:32,075 - mmaction - INFO - Epoch [158][520/940] lr: 4.000e-03, eta: 1 day, 9:52:58, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.6104, top5_acc: 0.8203, loss_cls: 1.6393, loss: 1.6393, grad_norm: 2.7741 2022-02-09 23:24:55,695 - mmaction - INFO - Epoch [158][540/940] lr: 4.000e-03, eta: 1 day, 9:52:30, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6146, top5_acc: 0.8168, loss_cls: 1.6364, loss: 1.6364, grad_norm: 2.7616 2022-02-09 23:25:19,150 - mmaction - INFO - Epoch [158][560/940] lr: 4.000e-03, eta: 1 day, 9:52:01, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6162, top5_acc: 0.8143, loss_cls: 1.6176, loss: 1.6176, grad_norm: 2.7399 2022-02-09 23:25:42,647 - mmaction - INFO - Epoch [158][580/940] lr: 4.000e-03, eta: 1 day, 9:51:33, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6074, top5_acc: 0.8135, loss_cls: 1.6677, loss: 1.6677, grad_norm: 2.7934 2022-02-09 23:26:06,158 - mmaction - INFO - Epoch [158][600/940] lr: 4.000e-03, eta: 1 day, 9:51:05, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6107, top5_acc: 0.8092, loss_cls: 1.6668, loss: 1.6668, grad_norm: 2.7549 2022-02-09 23:26:29,647 - mmaction - INFO - Epoch [158][620/940] lr: 4.000e-03, eta: 1 day, 9:50:37, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6107, top5_acc: 0.8121, loss_cls: 1.6532, loss: 1.6532, grad_norm: 2.7944 2022-02-09 23:26:53,209 - mmaction - INFO - Epoch [158][640/940] lr: 4.000e-03, eta: 1 day, 9:50:09, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6215, top5_acc: 0.8254, loss_cls: 1.6065, loss: 1.6065, grad_norm: 2.7878 2022-02-09 23:27:16,886 - mmaction - INFO - Epoch [158][660/940] lr: 4.000e-03, eta: 1 day, 9:49:41, time: 1.184, data_time: 0.052, memory: 9497, top1_acc: 0.5932, top5_acc: 0.8061, loss_cls: 1.7279, loss: 1.7279, grad_norm: 2.8552 2022-02-09 23:27:40,636 - mmaction - INFO - Epoch [158][680/940] lr: 4.000e-03, eta: 1 day, 9:49:13, time: 1.188, data_time: 0.056, memory: 9497, top1_acc: 0.6080, top5_acc: 0.8094, loss_cls: 1.6784, loss: 1.6784, grad_norm: 2.8040 2022-02-09 23:28:04,196 - mmaction - INFO - Epoch [158][700/940] lr: 4.000e-03, eta: 1 day, 9:48:45, time: 1.178, data_time: 0.064, memory: 9497, top1_acc: 0.6184, top5_acc: 0.8201, loss_cls: 1.6143, loss: 1.6143, grad_norm: 2.7734 2022-02-09 23:28:28,383 - mmaction - INFO - Epoch [158][720/940] lr: 4.000e-03, eta: 1 day, 9:48:17, time: 1.209, data_time: 0.101, memory: 9497, top1_acc: 0.6008, top5_acc: 0.8162, loss_cls: 1.6692, loss: 1.6692, grad_norm: 2.8162 2022-02-09 23:28:51,864 - mmaction - INFO - Epoch [158][740/940] lr: 4.000e-03, eta: 1 day, 9:47:49, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6037, top5_acc: 0.8146, loss_cls: 1.6741, loss: 1.6741, grad_norm: 2.8003 2022-02-09 23:29:15,450 - mmaction - INFO - Epoch [158][760/940] lr: 4.000e-03, eta: 1 day, 9:47:21, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6156, top5_acc: 0.8174, loss_cls: 1.6422, loss: 1.6422, grad_norm: 2.8190 2022-02-09 23:29:39,061 - mmaction - INFO - Epoch [158][780/940] lr: 4.000e-03, eta: 1 day, 9:46:53, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6076, top5_acc: 0.8180, loss_cls: 1.6689, loss: 1.6689, grad_norm: 2.8643 2022-02-09 23:30:02,697 - mmaction - INFO - Epoch [158][800/940] lr: 4.000e-03, eta: 1 day, 9:46:25, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.5726, loss: 1.5726, grad_norm: 2.7725 2022-02-09 23:30:26,739 - mmaction - INFO - Epoch [158][820/940] lr: 4.000e-03, eta: 1 day, 9:45:57, time: 1.202, data_time: 0.062, memory: 9497, top1_acc: 0.6168, top5_acc: 0.8146, loss_cls: 1.6409, loss: 1.6409, grad_norm: 2.8324 2022-02-09 23:30:50,379 - mmaction - INFO - Epoch [158][840/940] lr: 4.000e-03, eta: 1 day, 9:45:29, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6045, top5_acc: 0.8178, loss_cls: 1.6324, loss: 1.6324, grad_norm: 2.8328 2022-02-09 23:31:13,899 - mmaction - INFO - Epoch [158][860/940] lr: 4.000e-03, eta: 1 day, 9:45:01, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6117, top5_acc: 0.8164, loss_cls: 1.6564, loss: 1.6564, grad_norm: 2.8242 2022-02-09 23:31:37,308 - mmaction - INFO - Epoch [158][880/940] lr: 4.000e-03, eta: 1 day, 9:44:33, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.6086, top5_acc: 0.8182, loss_cls: 1.6535, loss: 1.6535, grad_norm: 2.7499 2022-02-09 23:32:00,803 - mmaction - INFO - Epoch [158][900/940] lr: 4.000e-03, eta: 1 day, 9:44:04, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6207, top5_acc: 0.8178, loss_cls: 1.6198, loss: 1.6198, grad_norm: 2.7675 2022-02-09 23:32:24,321 - mmaction - INFO - Epoch [158][920/940] lr: 4.000e-03, eta: 1 day, 9:43:36, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6059, top5_acc: 0.8170, loss_cls: 1.6731, loss: 1.6731, grad_norm: 2.8344 2022-02-09 23:32:46,674 - mmaction - INFO - Epoch [158][940/940] lr: 4.000e-03, eta: 1 day, 9:43:07, time: 1.118, data_time: 0.061, memory: 9497, top1_acc: 0.6106, top5_acc: 0.8036, loss_cls: 1.6817, loss: 1.6817, grad_norm: 2.8551 2022-02-09 23:35:48,596 - mmaction - INFO - Epoch [159][20/940] lr: 4.000e-03, eta: 1 day, 9:44:14, time: 8.808, data_time: 7.368, memory: 9497, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7164, loss: 1.7164, grad_norm: 2.8331 2022-02-09 23:36:11,832 - mmaction - INFO - Epoch [159][40/940] lr: 4.000e-03, eta: 1 day, 9:43:46, time: 1.162, data_time: 0.049, memory: 9497, top1_acc: 0.6152, top5_acc: 0.8187, loss_cls: 1.6156, loss: 1.6156, grad_norm: 2.7508 2022-02-09 23:36:34,956 - mmaction - INFO - Epoch [159][60/940] lr: 4.000e-03, eta: 1 day, 9:43:17, time: 1.156, data_time: 0.042, memory: 9497, top1_acc: 0.6148, top5_acc: 0.8150, loss_cls: 1.6435, loss: 1.6435, grad_norm: 2.8028 2022-02-09 23:36:58,238 - mmaction - INFO - Epoch [159][80/940] lr: 4.000e-03, eta: 1 day, 9:42:49, time: 1.164, data_time: 0.044, memory: 9497, top1_acc: 0.6283, top5_acc: 0.8250, loss_cls: 1.5935, loss: 1.5935, grad_norm: 2.7673 2022-02-09 23:37:21,531 - mmaction - INFO - Epoch [159][100/940] lr: 4.000e-03, eta: 1 day, 9:42:21, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.6068, top5_acc: 0.8121, loss_cls: 1.6652, loss: 1.6652, grad_norm: 2.8461 2022-02-09 23:37:44,960 - mmaction - INFO - Epoch [159][120/940] lr: 4.000e-03, eta: 1 day, 9:41:52, time: 1.171, data_time: 0.045, memory: 9497, top1_acc: 0.6152, top5_acc: 0.8125, loss_cls: 1.6417, loss: 1.6417, grad_norm: 2.8093 2022-02-09 23:38:08,399 - mmaction - INFO - Epoch [159][140/940] lr: 4.000e-03, eta: 1 day, 9:41:24, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.6143, top5_acc: 0.8152, loss_cls: 1.6273, loss: 1.6273, grad_norm: 2.8001 2022-02-09 23:38:31,911 - mmaction - INFO - Epoch [159][160/940] lr: 4.000e-03, eta: 1 day, 9:40:56, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6135, top5_acc: 0.8174, loss_cls: 1.6239, loss: 1.6239, grad_norm: 2.8119 2022-02-09 23:38:55,503 - mmaction - INFO - Epoch [159][180/940] lr: 4.000e-03, eta: 1 day, 9:40:28, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6129, top5_acc: 0.8176, loss_cls: 1.6173, loss: 1.6173, grad_norm: 2.7998 2022-02-09 23:39:18,966 - mmaction - INFO - Epoch [159][200/940] lr: 4.000e-03, eta: 1 day, 9:40:00, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.6160, top5_acc: 0.8115, loss_cls: 1.6375, loss: 1.6375, grad_norm: 2.7839 2022-02-09 23:39:42,479 - mmaction - INFO - Epoch [159][220/940] lr: 4.000e-03, eta: 1 day, 9:39:32, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6156, top5_acc: 0.8154, loss_cls: 1.6291, loss: 1.6291, grad_norm: 2.8299 2022-02-09 23:40:06,280 - mmaction - INFO - Epoch [159][240/940] lr: 4.000e-03, eta: 1 day, 9:39:04, time: 1.190, data_time: 0.056, memory: 9497, top1_acc: 0.6066, top5_acc: 0.8127, loss_cls: 1.6725, loss: 1.6725, grad_norm: 2.8577 2022-02-09 23:40:29,815 - mmaction - INFO - Epoch [159][260/940] lr: 4.000e-03, eta: 1 day, 9:38:36, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6195, top5_acc: 0.8178, loss_cls: 1.6498, loss: 1.6498, grad_norm: 2.8132 2022-02-09 23:40:53,363 - mmaction - INFO - Epoch [159][280/940] lr: 4.000e-03, eta: 1 day, 9:38:08, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6135, top5_acc: 0.8096, loss_cls: 1.6466, loss: 1.6466, grad_norm: 2.8492 2022-02-09 23:41:16,723 - mmaction - INFO - Epoch [159][300/940] lr: 4.000e-03, eta: 1 day, 9:37:39, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.5988, top5_acc: 0.8041, loss_cls: 1.7088, loss: 1.7088, grad_norm: 2.8400 2022-02-09 23:41:40,132 - mmaction - INFO - Epoch [159][320/940] lr: 4.000e-03, eta: 1 day, 9:37:11, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6115, top5_acc: 0.8127, loss_cls: 1.6550, loss: 1.6550, grad_norm: 2.8381 2022-02-09 23:42:03,631 - mmaction - INFO - Epoch [159][340/940] lr: 4.000e-03, eta: 1 day, 9:36:43, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6256, top5_acc: 0.8197, loss_cls: 1.6145, loss: 1.6145, grad_norm: 2.8195 2022-02-09 23:42:27,181 - mmaction - INFO - Epoch [159][360/940] lr: 4.000e-03, eta: 1 day, 9:36:15, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6189, top5_acc: 0.8141, loss_cls: 1.6238, loss: 1.6238, grad_norm: 2.8214 2022-02-09 23:42:50,711 - mmaction - INFO - Epoch [159][380/940] lr: 4.000e-03, eta: 1 day, 9:35:47, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6232, top5_acc: 0.8174, loss_cls: 1.6046, loss: 1.6046, grad_norm: 2.8066 2022-02-09 23:43:14,226 - mmaction - INFO - Epoch [159][400/940] lr: 4.000e-03, eta: 1 day, 9:35:19, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6143, top5_acc: 0.8162, loss_cls: 1.6409, loss: 1.6409, grad_norm: 2.8348 2022-02-09 23:43:37,679 - mmaction - INFO - Epoch [159][420/940] lr: 4.000e-03, eta: 1 day, 9:34:51, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6184, top5_acc: 0.8139, loss_cls: 1.6484, loss: 1.6484, grad_norm: 2.8734 2022-02-09 23:44:01,132 - mmaction - INFO - Epoch [159][440/940] lr: 4.000e-03, eta: 1 day, 9:34:22, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6180, top5_acc: 0.8193, loss_cls: 1.6036, loss: 1.6036, grad_norm: 2.7883 2022-02-09 23:44:24,634 - mmaction - INFO - Epoch [159][460/940] lr: 4.000e-03, eta: 1 day, 9:33:54, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6150, top5_acc: 0.8156, loss_cls: 1.6353, loss: 1.6353, grad_norm: 2.8487 2022-02-09 23:44:48,250 - mmaction - INFO - Epoch [159][480/940] lr: 4.000e-03, eta: 1 day, 9:33:26, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6186, top5_acc: 0.8109, loss_cls: 1.6225, loss: 1.6225, grad_norm: 2.8229 2022-02-09 23:45:11,794 - mmaction - INFO - Epoch [159][500/940] lr: 4.000e-03, eta: 1 day, 9:32:58, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6229, top5_acc: 0.8174, loss_cls: 1.6238, loss: 1.6238, grad_norm: 2.8256 2022-02-09 23:45:35,256 - mmaction - INFO - Epoch [159][520/940] lr: 4.000e-03, eta: 1 day, 9:32:30, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.6125, top5_acc: 0.8139, loss_cls: 1.6320, loss: 1.6320, grad_norm: 2.8635 2022-02-09 23:45:58,746 - mmaction - INFO - Epoch [159][540/940] lr: 4.000e-03, eta: 1 day, 9:32:02, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6141, top5_acc: 0.8240, loss_cls: 1.6094, loss: 1.6094, grad_norm: 2.8233 2022-02-09 23:46:22,153 - mmaction - INFO - Epoch [159][560/940] lr: 4.000e-03, eta: 1 day, 9:31:34, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.6170, top5_acc: 0.8172, loss_cls: 1.6066, loss: 1.6066, grad_norm: 2.8355 2022-02-09 23:46:45,700 - mmaction - INFO - Epoch [159][580/940] lr: 4.000e-03, eta: 1 day, 9:31:06, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6135, top5_acc: 0.8145, loss_cls: 1.6721, loss: 1.6721, grad_norm: 2.8455 2022-02-09 23:47:09,216 - mmaction - INFO - Epoch [159][600/940] lr: 4.000e-03, eta: 1 day, 9:30:37, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6178, top5_acc: 0.8176, loss_cls: 1.6220, loss: 1.6220, grad_norm: 2.8080 2022-02-09 23:47:32,690 - mmaction - INFO - Epoch [159][620/940] lr: 4.000e-03, eta: 1 day, 9:30:09, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6184, top5_acc: 0.8203, loss_cls: 1.6017, loss: 1.6017, grad_norm: 2.9015 2022-02-09 23:47:56,285 - mmaction - INFO - Epoch [159][640/940] lr: 4.000e-03, eta: 1 day, 9:29:41, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6236, top5_acc: 0.8178, loss_cls: 1.5997, loss: 1.5997, grad_norm: 2.7936 2022-02-09 23:48:19,884 - mmaction - INFO - Epoch [159][660/940] lr: 4.000e-03, eta: 1 day, 9:29:13, time: 1.180, data_time: 0.063, memory: 9497, top1_acc: 0.6113, top5_acc: 0.8160, loss_cls: 1.6234, loss: 1.6234, grad_norm: 2.8571 2022-02-09 23:48:43,437 - mmaction - INFO - Epoch [159][680/940] lr: 4.000e-03, eta: 1 day, 9:28:45, time: 1.178, data_time: 0.065, memory: 9497, top1_acc: 0.6197, top5_acc: 0.8164, loss_cls: 1.6277, loss: 1.6277, grad_norm: 2.8167 2022-02-09 23:49:07,039 - mmaction - INFO - Epoch [159][700/940] lr: 4.000e-03, eta: 1 day, 9:28:17, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6174, top5_acc: 0.8184, loss_cls: 1.6196, loss: 1.6196, grad_norm: 2.8022 2022-02-09 23:49:30,645 - mmaction - INFO - Epoch [159][720/940] lr: 4.000e-03, eta: 1 day, 9:27:49, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6164, top5_acc: 0.8162, loss_cls: 1.6323, loss: 1.6323, grad_norm: 2.8886 2022-02-09 23:49:54,178 - mmaction - INFO - Epoch [159][740/940] lr: 4.000e-03, eta: 1 day, 9:27:21, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.5990, top5_acc: 0.8027, loss_cls: 1.6945, loss: 1.6945, grad_norm: 2.8530 2022-02-09 23:50:17,725 - mmaction - INFO - Epoch [159][760/940] lr: 4.000e-03, eta: 1 day, 9:26:53, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6146, top5_acc: 0.8180, loss_cls: 1.6475, loss: 1.6475, grad_norm: 2.8724 2022-02-09 23:50:41,293 - mmaction - INFO - Epoch [159][780/940] lr: 4.000e-03, eta: 1 day, 9:26:25, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6141, top5_acc: 0.8150, loss_cls: 1.6458, loss: 1.6458, grad_norm: 2.8597 2022-02-09 23:51:04,840 - mmaction - INFO - Epoch [159][800/940] lr: 4.000e-03, eta: 1 day, 9:25:57, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6084, top5_acc: 0.8180, loss_cls: 1.6371, loss: 1.6371, grad_norm: 2.8498 2022-02-09 23:51:28,270 - mmaction - INFO - Epoch [159][820/940] lr: 4.000e-03, eta: 1 day, 9:25:28, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.6170, top5_acc: 0.8234, loss_cls: 1.6190, loss: 1.6190, grad_norm: 2.8084 2022-02-09 23:51:51,823 - mmaction - INFO - Epoch [159][840/940] lr: 4.000e-03, eta: 1 day, 9:25:00, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.6302, loss: 1.6302, grad_norm: 2.8621 2022-02-09 23:52:15,339 - mmaction - INFO - Epoch [159][860/940] lr: 4.000e-03, eta: 1 day, 9:24:32, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6105, top5_acc: 0.8150, loss_cls: 1.6262, loss: 1.6262, grad_norm: 2.8598 2022-02-09 23:52:38,808 - mmaction - INFO - Epoch [159][880/940] lr: 4.000e-03, eta: 1 day, 9:24:04, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6268, top5_acc: 0.8215, loss_cls: 1.5985, loss: 1.5985, grad_norm: 2.8271 2022-02-09 23:53:02,372 - mmaction - INFO - Epoch [159][900/940] lr: 4.000e-03, eta: 1 day, 9:23:36, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6084, top5_acc: 0.8154, loss_cls: 1.6500, loss: 1.6500, grad_norm: 2.8846 2022-02-09 23:53:25,995 - mmaction - INFO - Epoch [159][920/940] lr: 4.000e-03, eta: 1 day, 9:23:08, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.6129, top5_acc: 0.8156, loss_cls: 1.6439, loss: 1.6439, grad_norm: 2.8604 2022-02-09 23:53:48,415 - mmaction - INFO - Epoch [159][940/940] lr: 4.000e-03, eta: 1 day, 9:22:39, time: 1.121, data_time: 0.057, memory: 9497, top1_acc: 0.6250, top5_acc: 0.8151, loss_cls: 1.6261, loss: 1.6261, grad_norm: 2.8407 2022-02-09 23:57:34,625 - mmaction - INFO - Epoch [160][20/940] lr: 4.000e-03, eta: 1 day, 9:24:12, time: 11.037, data_time: 9.538, memory: 9497, top1_acc: 0.6139, top5_acc: 0.8184, loss_cls: 1.6382, loss: 1.6382, grad_norm: 2.8837 2022-02-09 23:57:57,607 - mmaction - INFO - Epoch [160][40/940] lr: 4.000e-03, eta: 1 day, 9:23:43, time: 1.149, data_time: 0.048, memory: 9497, top1_acc: 0.6180, top5_acc: 0.8234, loss_cls: 1.5990, loss: 1.5990, grad_norm: 2.8620 2022-02-09 23:58:20,679 - mmaction - INFO - Epoch [160][60/940] lr: 4.000e-03, eta: 1 day, 9:23:15, time: 1.154, data_time: 0.039, memory: 9497, top1_acc: 0.6234, top5_acc: 0.8174, loss_cls: 1.6018, loss: 1.6018, grad_norm: 2.8507 2022-02-09 23:58:43,890 - mmaction - INFO - Epoch [160][80/940] lr: 4.000e-03, eta: 1 day, 9:22:46, time: 1.160, data_time: 0.049, memory: 9497, top1_acc: 0.6201, top5_acc: 0.8223, loss_cls: 1.6169, loss: 1.6169, grad_norm: 2.8577 2022-02-09 23:59:07,181 - mmaction - INFO - Epoch [160][100/940] lr: 4.000e-03, eta: 1 day, 9:22:18, time: 1.164, data_time: 0.043, memory: 9497, top1_acc: 0.6137, top5_acc: 0.8117, loss_cls: 1.6606, loss: 1.6606, grad_norm: 2.9059 2022-02-09 23:59:30,590 - mmaction - INFO - Epoch [160][120/940] lr: 4.000e-03, eta: 1 day, 9:21:50, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.6111, top5_acc: 0.8176, loss_cls: 1.6468, loss: 1.6468, grad_norm: 2.8925 2022-02-09 23:59:54,041 - mmaction - INFO - Epoch [160][140/940] lr: 4.000e-03, eta: 1 day, 9:21:22, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6074, top5_acc: 0.8184, loss_cls: 1.6631, loss: 1.6631, grad_norm: 2.8931 2022-02-10 00:00:17,727 - mmaction - INFO - Epoch [160][160/940] lr: 4.000e-03, eta: 1 day, 9:20:54, time: 1.184, data_time: 0.050, memory: 9497, top1_acc: 0.6207, top5_acc: 0.8154, loss_cls: 1.6302, loss: 1.6302, grad_norm: 2.8879 2022-02-10 00:00:41,299 - mmaction - INFO - Epoch [160][180/940] lr: 4.000e-03, eta: 1 day, 9:20:26, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6055, top5_acc: 0.8195, loss_cls: 1.6442, loss: 1.6442, grad_norm: 2.8818 2022-02-10 00:01:04,821 - mmaction - INFO - Epoch [160][200/940] lr: 4.000e-03, eta: 1 day, 9:19:58, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6201, top5_acc: 0.8164, loss_cls: 1.6316, loss: 1.6316, grad_norm: 2.8529 2022-02-10 00:01:28,276 - mmaction - INFO - Epoch [160][220/940] lr: 4.000e-03, eta: 1 day, 9:19:29, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.6107, top5_acc: 0.8178, loss_cls: 1.6276, loss: 1.6276, grad_norm: 2.8782 2022-02-10 00:01:51,762 - mmaction - INFO - Epoch [160][240/940] lr: 4.000e-03, eta: 1 day, 9:19:01, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6102, top5_acc: 0.8107, loss_cls: 1.6544, loss: 1.6544, grad_norm: 2.8688 2022-02-10 00:02:15,215 - mmaction - INFO - Epoch [160][260/940] lr: 4.000e-03, eta: 1 day, 9:18:33, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6209, top5_acc: 0.8193, loss_cls: 1.6243, loss: 1.6243, grad_norm: 2.8247 2022-02-10 00:02:38,823 - mmaction - INFO - Epoch [160][280/940] lr: 4.000e-03, eta: 1 day, 9:18:05, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.6145, top5_acc: 0.8119, loss_cls: 1.6379, loss: 1.6379, grad_norm: 2.8872 2022-02-10 00:03:02,361 - mmaction - INFO - Epoch [160][300/940] lr: 4.000e-03, eta: 1 day, 9:17:37, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6197, top5_acc: 0.8113, loss_cls: 1.6367, loss: 1.6367, grad_norm: 2.8297 2022-02-10 00:03:25,849 - mmaction - INFO - Epoch [160][320/940] lr: 4.000e-03, eta: 1 day, 9:17:09, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6252, top5_acc: 0.8219, loss_cls: 1.5786, loss: 1.5786, grad_norm: 2.8472 2022-02-10 00:03:49,353 - mmaction - INFO - Epoch [160][340/940] lr: 4.000e-03, eta: 1 day, 9:16:41, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6146, top5_acc: 0.8256, loss_cls: 1.6141, loss: 1.6141, grad_norm: 2.8883 2022-02-10 00:04:12,809 - mmaction - INFO - Epoch [160][360/940] lr: 4.000e-03, eta: 1 day, 9:16:13, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.6166, top5_acc: 0.8223, loss_cls: 1.6086, loss: 1.6086, grad_norm: 2.8607 2022-02-10 00:04:36,348 - mmaction - INFO - Epoch [160][380/940] lr: 4.000e-03, eta: 1 day, 9:15:44, time: 1.176, data_time: 0.065, memory: 9497, top1_acc: 0.6191, top5_acc: 0.8166, loss_cls: 1.6355, loss: 1.6355, grad_norm: 2.8331 2022-02-10 00:04:59,929 - mmaction - INFO - Epoch [160][400/940] lr: 4.000e-03, eta: 1 day, 9:15:16, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6162, top5_acc: 0.8199, loss_cls: 1.6274, loss: 1.6274, grad_norm: 2.8580 2022-02-10 00:05:23,458 - mmaction - INFO - Epoch [160][420/940] lr: 4.000e-03, eta: 1 day, 9:14:48, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6111, top5_acc: 0.8152, loss_cls: 1.6671, loss: 1.6671, grad_norm: 2.8990 2022-02-10 00:05:46,977 - mmaction - INFO - Epoch [160][440/940] lr: 4.000e-03, eta: 1 day, 9:14:20, time: 1.176, data_time: 0.048, memory: 9497, top1_acc: 0.6221, top5_acc: 0.8225, loss_cls: 1.5871, loss: 1.5871, grad_norm: 2.8210 2022-02-10 00:06:10,566 - mmaction - INFO - Epoch [160][460/940] lr: 4.000e-03, eta: 1 day, 9:13:52, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6166, top5_acc: 0.8248, loss_cls: 1.6248, loss: 1.6248, grad_norm: 2.9047 2022-02-10 00:06:34,039 - mmaction - INFO - Epoch [160][480/940] lr: 4.000e-03, eta: 1 day, 9:13:24, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6096, top5_acc: 0.8213, loss_cls: 1.6344, loss: 1.6344, grad_norm: 2.8948 2022-02-10 00:06:57,606 - mmaction - INFO - Epoch [160][500/940] lr: 4.000e-03, eta: 1 day, 9:12:56, time: 1.178, data_time: 0.047, memory: 9497, top1_acc: 0.6135, top5_acc: 0.8113, loss_cls: 1.6369, loss: 1.6369, grad_norm: 2.8992 2022-02-10 00:07:21,120 - mmaction - INFO - Epoch [160][520/940] lr: 4.000e-03, eta: 1 day, 9:12:28, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6258, top5_acc: 0.8115, loss_cls: 1.6130, loss: 1.6130, grad_norm: 2.8286 2022-02-10 00:07:44,732 - mmaction - INFO - Epoch [160][540/940] lr: 4.000e-03, eta: 1 day, 9:12:00, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6297, top5_acc: 0.8275, loss_cls: 1.5833, loss: 1.5833, grad_norm: 2.9194 2022-02-10 00:08:08,334 - mmaction - INFO - Epoch [160][560/940] lr: 4.000e-03, eta: 1 day, 9:11:32, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.6039, top5_acc: 0.8150, loss_cls: 1.6605, loss: 1.6605, grad_norm: 2.9604 2022-02-10 00:08:31,852 - mmaction - INFO - Epoch [160][580/940] lr: 4.000e-03, eta: 1 day, 9:11:04, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.6055, top5_acc: 0.8109, loss_cls: 1.6657, loss: 1.6657, grad_norm: 2.9320 2022-02-10 00:08:55,406 - mmaction - INFO - Epoch [160][600/940] lr: 4.000e-03, eta: 1 day, 9:10:36, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6180, top5_acc: 0.8166, loss_cls: 1.6158, loss: 1.6158, grad_norm: 2.8653 2022-02-10 00:09:19,098 - mmaction - INFO - Epoch [160][620/940] lr: 4.000e-03, eta: 1 day, 9:10:08, time: 1.185, data_time: 0.058, memory: 9497, top1_acc: 0.6111, top5_acc: 0.8164, loss_cls: 1.6427, loss: 1.6427, grad_norm: 2.8761 2022-02-10 00:09:42,859 - mmaction - INFO - Epoch [160][640/940] lr: 4.000e-03, eta: 1 day, 9:09:40, time: 1.187, data_time: 0.056, memory: 9497, top1_acc: 0.6061, top5_acc: 0.8078, loss_cls: 1.6672, loss: 1.6672, grad_norm: 2.9132 2022-02-10 00:10:06,499 - mmaction - INFO - Epoch [160][660/940] lr: 4.000e-03, eta: 1 day, 9:09:12, time: 1.182, data_time: 0.062, memory: 9497, top1_acc: 0.6086, top5_acc: 0.8205, loss_cls: 1.6443, loss: 1.6443, grad_norm: 2.9281 2022-02-10 00:10:30,118 - mmaction - INFO - Epoch [160][680/940] lr: 4.000e-03, eta: 1 day, 9:08:44, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.6135, top5_acc: 0.8168, loss_cls: 1.6082, loss: 1.6082, grad_norm: 2.8830 2022-02-10 00:10:53,882 - mmaction - INFO - Epoch [160][700/940] lr: 4.000e-03, eta: 1 day, 9:08:16, time: 1.188, data_time: 0.055, memory: 9497, top1_acc: 0.6199, top5_acc: 0.8178, loss_cls: 1.6121, loss: 1.6121, grad_norm: 2.9317 2022-02-10 00:11:17,602 - mmaction - INFO - Epoch [160][720/940] lr: 4.000e-03, eta: 1 day, 9:07:48, time: 1.186, data_time: 0.063, memory: 9497, top1_acc: 0.6160, top5_acc: 0.8223, loss_cls: 1.5811, loss: 1.5811, grad_norm: 2.8718 2022-02-10 00:11:41,446 - mmaction - INFO - Epoch [160][740/940] lr: 4.000e-03, eta: 1 day, 9:07:20, time: 1.192, data_time: 0.056, memory: 9497, top1_acc: 0.6104, top5_acc: 0.8236, loss_cls: 1.6150, loss: 1.6150, grad_norm: 2.8736 2022-02-10 00:12:05,261 - mmaction - INFO - Epoch [160][760/940] lr: 4.000e-03, eta: 1 day, 9:06:52, time: 1.191, data_time: 0.050, memory: 9497, top1_acc: 0.6246, top5_acc: 0.8215, loss_cls: 1.5829, loss: 1.5829, grad_norm: 2.8578 2022-02-10 00:12:29,087 - mmaction - INFO - Epoch [160][780/940] lr: 4.000e-03, eta: 1 day, 9:06:24, time: 1.191, data_time: 0.050, memory: 9497, top1_acc: 0.6209, top5_acc: 0.8209, loss_cls: 1.5940, loss: 1.5940, grad_norm: 2.8541 2022-02-10 00:12:52,564 - mmaction - INFO - Epoch [160][800/940] lr: 4.000e-03, eta: 1 day, 9:05:56, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6154, top5_acc: 0.8164, loss_cls: 1.6105, loss: 1.6105, grad_norm: 2.8884 2022-02-10 00:13:16,278 - mmaction - INFO - Epoch [160][820/940] lr: 4.000e-03, eta: 1 day, 9:05:28, time: 1.186, data_time: 0.058, memory: 9497, top1_acc: 0.6072, top5_acc: 0.8201, loss_cls: 1.6261, loss: 1.6261, grad_norm: 2.9317 2022-02-10 00:13:39,917 - mmaction - INFO - Epoch [160][840/940] lr: 4.000e-03, eta: 1 day, 9:05:00, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.6234, top5_acc: 0.8256, loss_cls: 1.5827, loss: 1.5827, grad_norm: 2.8677 2022-02-10 00:14:03,571 - mmaction - INFO - Epoch [160][860/940] lr: 4.000e-03, eta: 1 day, 9:04:32, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.6197, top5_acc: 0.8156, loss_cls: 1.6285, loss: 1.6285, grad_norm: 2.9319 2022-02-10 00:14:27,024 - mmaction - INFO - Epoch [160][880/940] lr: 4.000e-03, eta: 1 day, 9:04:04, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6209, top5_acc: 0.8225, loss_cls: 1.6052, loss: 1.6052, grad_norm: 2.8870 2022-02-10 00:14:50,540 - mmaction - INFO - Epoch [160][900/940] lr: 4.000e-03, eta: 1 day, 9:03:36, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6143, top5_acc: 0.8104, loss_cls: 1.6400, loss: 1.6400, grad_norm: 2.8903 2022-02-10 00:15:14,119 - mmaction - INFO - Epoch [160][920/940] lr: 4.000e-03, eta: 1 day, 9:03:08, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6141, top5_acc: 0.8187, loss_cls: 1.6189, loss: 1.6189, grad_norm: 2.8935 2022-02-10 00:15:36,502 - mmaction - INFO - Epoch [160][940/940] lr: 4.000e-03, eta: 1 day, 9:02:39, time: 1.119, data_time: 0.057, memory: 9497, top1_acc: 0.6025, top5_acc: 0.8068, loss_cls: 1.6862, loss: 1.6862, grad_norm: 2.9350 2022-02-10 00:15:40,218 - mmaction - INFO - Saving checkpoint at 160 epochs 2022-02-10 00:18:38,982 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 00:18:39,695 - mmaction - INFO - top1_acc 0.6589 top5_acc 0.8680 2022-02-10 00:18:39,695 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 00:18:39,734 - mmaction - INFO - mean_acc 0.6589 2022-02-10 00:18:39,735 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_155.pth was removed 2022-02-10 00:18:41,012 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_160.pth. 2022-02-10 00:18:41,013 - mmaction - INFO - Best top1_acc is 0.6589 at 160 epoch. 2022-02-10 00:18:41,021 - mmaction - INFO - Epoch(val) [160][78] top1_acc: 0.6589, top5_acc: 0.8680, mean_class_accuracy: 0.6589 2022-02-10 00:21:04,491 - mmaction - INFO - Epoch [161][20/940] lr: 4.000e-03, eta: 1 day, 9:03:23, time: 7.172, data_time: 5.991, memory: 9497, top1_acc: 0.6225, top5_acc: 0.8273, loss_cls: 1.5711, loss: 1.5711, grad_norm: 2.8386 2022-02-10 00:21:27,742 - mmaction - INFO - Epoch [161][40/940] lr: 4.000e-03, eta: 1 day, 9:02:54, time: 1.162, data_time: 0.051, memory: 9497, top1_acc: 0.6191, top5_acc: 0.8162, loss_cls: 1.6001, loss: 1.6001, grad_norm: 2.8746 2022-02-10 00:21:50,845 - mmaction - INFO - Epoch [161][60/940] lr: 4.000e-03, eta: 1 day, 9:02:26, time: 1.155, data_time: 0.045, memory: 9497, top1_acc: 0.6145, top5_acc: 0.8203, loss_cls: 1.6261, loss: 1.6261, grad_norm: 2.8733 2022-02-10 00:22:14,058 - mmaction - INFO - Epoch [161][80/940] lr: 4.000e-03, eta: 1 day, 9:01:58, time: 1.161, data_time: 0.041, memory: 9497, top1_acc: 0.6131, top5_acc: 0.8131, loss_cls: 1.6618, loss: 1.6618, grad_norm: 2.9295 2022-02-10 00:22:37,379 - mmaction - INFO - Epoch [161][100/940] lr: 4.000e-03, eta: 1 day, 9:01:30, time: 1.166, data_time: 0.043, memory: 9497, top1_acc: 0.6135, top5_acc: 0.8141, loss_cls: 1.6139, loss: 1.6139, grad_norm: 2.8744 2022-02-10 00:23:01,162 - mmaction - INFO - Epoch [161][120/940] lr: 4.000e-03, eta: 1 day, 9:01:02, time: 1.189, data_time: 0.062, memory: 9497, top1_acc: 0.6215, top5_acc: 0.8244, loss_cls: 1.6024, loss: 1.6024, grad_norm: 2.9336 2022-02-10 00:23:24,544 - mmaction - INFO - Epoch [161][140/940] lr: 4.000e-03, eta: 1 day, 9:00:34, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.6168, top5_acc: 0.8195, loss_cls: 1.6134, loss: 1.6134, grad_norm: 2.9075 2022-02-10 00:23:47,816 - mmaction - INFO - Epoch [161][160/940] lr: 4.000e-03, eta: 1 day, 9:00:05, time: 1.163, data_time: 0.048, memory: 9497, top1_acc: 0.6092, top5_acc: 0.8164, loss_cls: 1.6253, loss: 1.6253, grad_norm: 2.9135 2022-02-10 00:24:11,242 - mmaction - INFO - Epoch [161][180/940] lr: 4.000e-03, eta: 1 day, 8:59:37, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.6135, loss: 1.6135, grad_norm: 2.8636 2022-02-10 00:24:34,668 - mmaction - INFO - Epoch [161][200/940] lr: 4.000e-03, eta: 1 day, 8:59:09, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6162, top5_acc: 0.8125, loss_cls: 1.6418, loss: 1.6418, grad_norm: 2.8899 2022-02-10 00:24:58,154 - mmaction - INFO - Epoch [161][220/940] lr: 4.000e-03, eta: 1 day, 8:58:41, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6238, top5_acc: 0.8227, loss_cls: 1.5849, loss: 1.5849, grad_norm: 2.8678 2022-02-10 00:25:21,603 - mmaction - INFO - Epoch [161][240/940] lr: 4.000e-03, eta: 1 day, 8:58:13, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6299, top5_acc: 0.8268, loss_cls: 1.5451, loss: 1.5451, grad_norm: 2.7985 2022-02-10 00:25:45,125 - mmaction - INFO - Epoch [161][260/940] lr: 4.000e-03, eta: 1 day, 8:57:45, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6279, top5_acc: 0.8326, loss_cls: 1.5695, loss: 1.5695, grad_norm: 2.9383 2022-02-10 00:26:08,602 - mmaction - INFO - Epoch [161][280/940] lr: 4.000e-03, eta: 1 day, 8:57:17, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6168, top5_acc: 0.8191, loss_cls: 1.6226, loss: 1.6226, grad_norm: 2.9321 2022-02-10 00:26:32,064 - mmaction - INFO - Epoch [161][300/940] lr: 4.000e-03, eta: 1 day, 8:56:48, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6020, top5_acc: 0.8127, loss_cls: 1.6768, loss: 1.6768, grad_norm: 2.9329 2022-02-10 00:26:55,553 - mmaction - INFO - Epoch [161][320/940] lr: 4.000e-03, eta: 1 day, 8:56:20, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6166, top5_acc: 0.8131, loss_cls: 1.6322, loss: 1.6322, grad_norm: 2.9278 2022-02-10 00:27:19,198 - mmaction - INFO - Epoch [161][340/940] lr: 4.000e-03, eta: 1 day, 8:55:52, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.6264, top5_acc: 0.8293, loss_cls: 1.5658, loss: 1.5658, grad_norm: 2.9066 2022-02-10 00:27:42,755 - mmaction - INFO - Epoch [161][360/940] lr: 4.000e-03, eta: 1 day, 8:55:24, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6234, top5_acc: 0.8152, loss_cls: 1.6118, loss: 1.6118, grad_norm: 2.8923 2022-02-10 00:28:06,250 - mmaction - INFO - Epoch [161][380/940] lr: 4.000e-03, eta: 1 day, 8:54:56, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6309, top5_acc: 0.8248, loss_cls: 1.5775, loss: 1.5775, grad_norm: 2.9114 2022-02-10 00:28:29,787 - mmaction - INFO - Epoch [161][400/940] lr: 4.000e-03, eta: 1 day, 8:54:28, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6096, top5_acc: 0.8139, loss_cls: 1.6275, loss: 1.6275, grad_norm: 2.9464 2022-02-10 00:28:53,260 - mmaction - INFO - Epoch [161][420/940] lr: 4.000e-03, eta: 1 day, 8:54:00, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6189, top5_acc: 0.8289, loss_cls: 1.5823, loss: 1.5823, grad_norm: 2.8899 2022-02-10 00:29:16,639 - mmaction - INFO - Epoch [161][440/940] lr: 4.000e-03, eta: 1 day, 8:53:32, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.6146, top5_acc: 0.8229, loss_cls: 1.6146, loss: 1.6146, grad_norm: 2.9274 2022-02-10 00:29:40,104 - mmaction - INFO - Epoch [161][460/940] lr: 4.000e-03, eta: 1 day, 8:53:04, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6156, top5_acc: 0.8166, loss_cls: 1.6199, loss: 1.6199, grad_norm: 2.9207 2022-02-10 00:30:03,666 - mmaction - INFO - Epoch [161][480/940] lr: 4.000e-03, eta: 1 day, 8:52:36, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6273, top5_acc: 0.8279, loss_cls: 1.5861, loss: 1.5861, grad_norm: 2.9180 2022-02-10 00:30:27,187 - mmaction - INFO - Epoch [161][500/940] lr: 4.000e-03, eta: 1 day, 8:52:08, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6244, top5_acc: 0.8303, loss_cls: 1.5645, loss: 1.5645, grad_norm: 2.9147 2022-02-10 00:30:50,913 - mmaction - INFO - Epoch [161][520/940] lr: 4.000e-03, eta: 1 day, 8:51:40, time: 1.186, data_time: 0.055, memory: 9497, top1_acc: 0.6137, top5_acc: 0.8111, loss_cls: 1.6471, loss: 1.6471, grad_norm: 2.9920 2022-02-10 00:31:14,439 - mmaction - INFO - Epoch [161][540/940] lr: 4.000e-03, eta: 1 day, 8:51:12, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6232, top5_acc: 0.8211, loss_cls: 1.6100, loss: 1.6100, grad_norm: 2.9735 2022-02-10 00:31:38,027 - mmaction - INFO - Epoch [161][560/940] lr: 4.000e-03, eta: 1 day, 8:50:44, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6184, top5_acc: 0.8232, loss_cls: 1.6182, loss: 1.6182, grad_norm: 2.9265 2022-02-10 00:32:01,526 - mmaction - INFO - Epoch [161][580/940] lr: 4.000e-03, eta: 1 day, 8:50:16, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6131, top5_acc: 0.8148, loss_cls: 1.6402, loss: 1.6402, grad_norm: 2.9631 2022-02-10 00:32:25,197 - mmaction - INFO - Epoch [161][600/940] lr: 4.000e-03, eta: 1 day, 8:49:48, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.6170, top5_acc: 0.8174, loss_cls: 1.6074, loss: 1.6074, grad_norm: 2.9621 2022-02-10 00:32:48,898 - mmaction - INFO - Epoch [161][620/940] lr: 4.000e-03, eta: 1 day, 8:49:20, time: 1.185, data_time: 0.053, memory: 9497, top1_acc: 0.6127, top5_acc: 0.8197, loss_cls: 1.6203, loss: 1.6203, grad_norm: 2.9775 2022-02-10 00:33:12,583 - mmaction - INFO - Epoch [161][640/940] lr: 4.000e-03, eta: 1 day, 8:48:52, time: 1.184, data_time: 0.058, memory: 9497, top1_acc: 0.6262, top5_acc: 0.8217, loss_cls: 1.5981, loss: 1.5981, grad_norm: 2.8799 2022-02-10 00:33:36,145 - mmaction - INFO - Epoch [161][660/940] lr: 4.000e-03, eta: 1 day, 8:48:24, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6361, top5_acc: 0.8268, loss_cls: 1.5770, loss: 1.5770, grad_norm: 2.8943 2022-02-10 00:33:59,676 - mmaction - INFO - Epoch [161][680/940] lr: 4.000e-03, eta: 1 day, 8:47:56, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6273, top5_acc: 0.8238, loss_cls: 1.5721, loss: 1.5721, grad_norm: 2.9187 2022-02-10 00:34:23,480 - mmaction - INFO - Epoch [161][700/940] lr: 4.000e-03, eta: 1 day, 8:47:28, time: 1.190, data_time: 0.074, memory: 9497, top1_acc: 0.6184, top5_acc: 0.8098, loss_cls: 1.6602, loss: 1.6602, grad_norm: 3.0189 2022-02-10 00:34:46,979 - mmaction - INFO - Epoch [161][720/940] lr: 4.000e-03, eta: 1 day, 8:47:00, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6197, top5_acc: 0.8186, loss_cls: 1.6007, loss: 1.6007, grad_norm: 2.9294 2022-02-10 00:35:10,625 - mmaction - INFO - Epoch [161][740/940] lr: 4.000e-03, eta: 1 day, 8:46:32, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6197, top5_acc: 0.8148, loss_cls: 1.6531, loss: 1.6531, grad_norm: 2.9443 2022-02-10 00:35:34,175 - mmaction - INFO - Epoch [161][760/940] lr: 4.000e-03, eta: 1 day, 8:46:04, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6145, top5_acc: 0.8156, loss_cls: 1.6247, loss: 1.6247, grad_norm: 2.9759 2022-02-10 00:35:57,982 - mmaction - INFO - Epoch [161][780/940] lr: 4.000e-03, eta: 1 day, 8:45:36, time: 1.190, data_time: 0.055, memory: 9497, top1_acc: 0.6143, top5_acc: 0.8150, loss_cls: 1.6389, loss: 1.6389, grad_norm: 2.9495 2022-02-10 00:36:21,596 - mmaction - INFO - Epoch [161][800/940] lr: 4.000e-03, eta: 1 day, 8:45:08, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6270, top5_acc: 0.8197, loss_cls: 1.6030, loss: 1.6030, grad_norm: 2.9059 2022-02-10 00:36:45,403 - mmaction - INFO - Epoch [161][820/940] lr: 4.000e-03, eta: 1 day, 8:44:40, time: 1.190, data_time: 0.057, memory: 9497, top1_acc: 0.6143, top5_acc: 0.8201, loss_cls: 1.6263, loss: 1.6263, grad_norm: 2.9342 2022-02-10 00:37:09,179 - mmaction - INFO - Epoch [161][840/940] lr: 4.000e-03, eta: 1 day, 8:44:12, time: 1.189, data_time: 0.051, memory: 9497, top1_acc: 0.6197, top5_acc: 0.8227, loss_cls: 1.6127, loss: 1.6127, grad_norm: 2.9183 2022-02-10 00:37:33,068 - mmaction - INFO - Epoch [161][860/940] lr: 4.000e-03, eta: 1 day, 8:43:44, time: 1.194, data_time: 0.056, memory: 9497, top1_acc: 0.6160, top5_acc: 0.8184, loss_cls: 1.6042, loss: 1.6042, grad_norm: 2.8839 2022-02-10 00:37:56,952 - mmaction - INFO - Epoch [161][880/940] lr: 4.000e-03, eta: 1 day, 8:43:16, time: 1.194, data_time: 0.052, memory: 9497, top1_acc: 0.6117, top5_acc: 0.8146, loss_cls: 1.6339, loss: 1.6339, grad_norm: 2.9886 2022-02-10 00:38:20,958 - mmaction - INFO - Epoch [161][900/940] lr: 4.000e-03, eta: 1 day, 8:42:49, time: 1.200, data_time: 0.055, memory: 9497, top1_acc: 0.6219, top5_acc: 0.8221, loss_cls: 1.6307, loss: 1.6307, grad_norm: 2.9581 2022-02-10 00:38:44,752 - mmaction - INFO - Epoch [161][920/940] lr: 4.000e-03, eta: 1 day, 8:42:21, time: 1.190, data_time: 0.060, memory: 9497, top1_acc: 0.6146, top5_acc: 0.8170, loss_cls: 1.6362, loss: 1.6362, grad_norm: 2.9300 2022-02-10 00:39:07,297 - mmaction - INFO - Epoch [161][940/940] lr: 4.000e-03, eta: 1 day, 8:41:52, time: 1.128, data_time: 0.051, memory: 9497, top1_acc: 0.6213, top5_acc: 0.8220, loss_cls: 1.6154, loss: 1.6154, grad_norm: 2.9964 2022-02-10 00:41:42,761 - mmaction - INFO - Epoch [162][20/940] lr: 4.000e-03, eta: 1 day, 8:42:39, time: 7.569, data_time: 6.249, memory: 9497, top1_acc: 0.6223, top5_acc: 0.8195, loss_cls: 1.5914, loss: 1.5914, grad_norm: 2.9144 2022-02-10 00:42:05,865 - mmaction - INFO - Epoch [162][40/940] lr: 4.000e-03, eta: 1 day, 8:42:11, time: 1.155, data_time: 0.053, memory: 9497, top1_acc: 0.6100, top5_acc: 0.8072, loss_cls: 1.6758, loss: 1.6758, grad_norm: 2.9258 2022-02-10 00:42:29,046 - mmaction - INFO - Epoch [162][60/940] lr: 4.000e-03, eta: 1 day, 8:41:43, time: 1.159, data_time: 0.041, memory: 9497, top1_acc: 0.6201, top5_acc: 0.8213, loss_cls: 1.5994, loss: 1.5994, grad_norm: 2.9131 2022-02-10 00:42:52,279 - mmaction - INFO - Epoch [162][80/940] lr: 4.000e-03, eta: 1 day, 8:41:15, time: 1.161, data_time: 0.043, memory: 9497, top1_acc: 0.6234, top5_acc: 0.8254, loss_cls: 1.5957, loss: 1.5957, grad_norm: 2.9326 2022-02-10 00:43:15,864 - mmaction - INFO - Epoch [162][100/940] lr: 4.000e-03, eta: 1 day, 8:40:47, time: 1.179, data_time: 0.044, memory: 9497, top1_acc: 0.6270, top5_acc: 0.8219, loss_cls: 1.5810, loss: 1.5810, grad_norm: 2.9339 2022-02-10 00:43:39,183 - mmaction - INFO - Epoch [162][120/940] lr: 4.000e-03, eta: 1 day, 8:40:18, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.6213, top5_acc: 0.8199, loss_cls: 1.6103, loss: 1.6103, grad_norm: 2.9726 2022-02-10 00:44:02,796 - mmaction - INFO - Epoch [162][140/940] lr: 4.000e-03, eta: 1 day, 8:39:50, time: 1.181, data_time: 0.048, memory: 9497, top1_acc: 0.6242, top5_acc: 0.8148, loss_cls: 1.6088, loss: 1.6088, grad_norm: 2.9353 2022-02-10 00:44:26,234 - mmaction - INFO - Epoch [162][160/940] lr: 4.000e-03, eta: 1 day, 8:39:22, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.6262, top5_acc: 0.8248, loss_cls: 1.5818, loss: 1.5818, grad_norm: 2.9241 2022-02-10 00:44:49,739 - mmaction - INFO - Epoch [162][180/940] lr: 4.000e-03, eta: 1 day, 8:38:54, time: 1.175, data_time: 0.045, memory: 9497, top1_acc: 0.6221, top5_acc: 0.8279, loss_cls: 1.5735, loss: 1.5735, grad_norm: 2.9274 2022-02-10 00:45:13,107 - mmaction - INFO - Epoch [162][200/940] lr: 4.000e-03, eta: 1 day, 8:38:26, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.6254, top5_acc: 0.8234, loss_cls: 1.5925, loss: 1.5925, grad_norm: 3.0090 2022-02-10 00:45:36,576 - mmaction - INFO - Epoch [162][220/940] lr: 4.000e-03, eta: 1 day, 8:37:58, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6275, top5_acc: 0.8166, loss_cls: 1.6202, loss: 1.6202, grad_norm: 2.9290 2022-02-10 00:46:00,121 - mmaction - INFO - Epoch [162][240/940] lr: 4.000e-03, eta: 1 day, 8:37:30, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6094, top5_acc: 0.8143, loss_cls: 1.6619, loss: 1.6619, grad_norm: 3.0198 2022-02-10 00:46:24,169 - mmaction - INFO - Epoch [162][260/940] lr: 4.000e-03, eta: 1 day, 8:37:02, time: 1.202, data_time: 0.077, memory: 9497, top1_acc: 0.6234, top5_acc: 0.8180, loss_cls: 1.6247, loss: 1.6247, grad_norm: 2.9846 2022-02-10 00:46:47,638 - mmaction - INFO - Epoch [162][280/940] lr: 4.000e-03, eta: 1 day, 8:36:34, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6100, top5_acc: 0.8201, loss_cls: 1.6150, loss: 1.6150, grad_norm: 3.0089 2022-02-10 00:47:11,211 - mmaction - INFO - Epoch [162][300/940] lr: 4.000e-03, eta: 1 day, 8:36:06, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.6305, top5_acc: 0.8268, loss_cls: 1.5646, loss: 1.5646, grad_norm: 2.9006 2022-02-10 00:47:34,782 - mmaction - INFO - Epoch [162][320/940] lr: 4.000e-03, eta: 1 day, 8:35:38, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6344, top5_acc: 0.8301, loss_cls: 1.5475, loss: 1.5475, grad_norm: 2.8950 2022-02-10 00:47:58,316 - mmaction - INFO - Epoch [162][340/940] lr: 4.000e-03, eta: 1 day, 8:35:10, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6180, top5_acc: 0.8232, loss_cls: 1.6011, loss: 1.6011, grad_norm: 2.9962 2022-02-10 00:48:21,744 - mmaction - INFO - Epoch [162][360/940] lr: 4.000e-03, eta: 1 day, 8:34:42, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6268, top5_acc: 0.8207, loss_cls: 1.6014, loss: 1.6014, grad_norm: 2.9841 2022-02-10 00:48:45,100 - mmaction - INFO - Epoch [162][380/940] lr: 4.000e-03, eta: 1 day, 8:34:14, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.6123, top5_acc: 0.8209, loss_cls: 1.6305, loss: 1.6305, grad_norm: 3.0255 2022-02-10 00:49:08,522 - mmaction - INFO - Epoch [162][400/940] lr: 4.000e-03, eta: 1 day, 8:33:46, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8328, loss_cls: 1.5489, loss: 1.5489, grad_norm: 2.9291 2022-02-10 00:49:31,991 - mmaction - INFO - Epoch [162][420/940] lr: 4.000e-03, eta: 1 day, 8:33:18, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6209, top5_acc: 0.8164, loss_cls: 1.6163, loss: 1.6163, grad_norm: 2.9443 2022-02-10 00:49:55,467 - mmaction - INFO - Epoch [162][440/940] lr: 4.000e-03, eta: 1 day, 8:32:50, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6281, top5_acc: 0.8197, loss_cls: 1.5872, loss: 1.5872, grad_norm: 2.9512 2022-02-10 00:50:18,920 - mmaction - INFO - Epoch [162][460/940] lr: 4.000e-03, eta: 1 day, 8:32:22, time: 1.173, data_time: 0.042, memory: 9497, top1_acc: 0.6393, top5_acc: 0.8268, loss_cls: 1.5659, loss: 1.5659, grad_norm: 2.9428 2022-02-10 00:50:42,482 - mmaction - INFO - Epoch [162][480/940] lr: 4.000e-03, eta: 1 day, 8:31:54, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6213, top5_acc: 0.8207, loss_cls: 1.6040, loss: 1.6040, grad_norm: 2.9401 2022-02-10 00:51:06,114 - mmaction - INFO - Epoch [162][500/940] lr: 4.000e-03, eta: 1 day, 8:31:26, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6184, top5_acc: 0.8221, loss_cls: 1.6110, loss: 1.6110, grad_norm: 2.9732 2022-02-10 00:51:29,679 - mmaction - INFO - Epoch [162][520/940] lr: 4.000e-03, eta: 1 day, 8:30:58, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6131, top5_acc: 0.8201, loss_cls: 1.6314, loss: 1.6314, grad_norm: 3.0015 2022-02-10 00:51:53,110 - mmaction - INFO - Epoch [162][540/940] lr: 4.000e-03, eta: 1 day, 8:30:29, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.6131, top5_acc: 0.8051, loss_cls: 1.6481, loss: 1.6481, grad_norm: 2.9917 2022-02-10 00:52:16,620 - mmaction - INFO - Epoch [162][560/940] lr: 4.000e-03, eta: 1 day, 8:30:01, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6139, top5_acc: 0.8203, loss_cls: 1.6118, loss: 1.6118, grad_norm: 2.9799 2022-02-10 00:52:40,174 - mmaction - INFO - Epoch [162][580/940] lr: 4.000e-03, eta: 1 day, 8:29:33, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6172, top5_acc: 0.8227, loss_cls: 1.6055, loss: 1.6055, grad_norm: 3.0089 2022-02-10 00:53:03,592 - mmaction - INFO - Epoch [162][600/940] lr: 4.000e-03, eta: 1 day, 8:29:05, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.6113, top5_acc: 0.8232, loss_cls: 1.6363, loss: 1.6363, grad_norm: 2.9983 2022-02-10 00:53:27,162 - mmaction - INFO - Epoch [162][620/940] lr: 4.000e-03, eta: 1 day, 8:28:37, time: 1.179, data_time: 0.048, memory: 9497, top1_acc: 0.6176, top5_acc: 0.8143, loss_cls: 1.6406, loss: 1.6406, grad_norm: 2.9980 2022-02-10 00:53:50,773 - mmaction - INFO - Epoch [162][640/940] lr: 4.000e-03, eta: 1 day, 8:28:09, time: 1.180, data_time: 0.047, memory: 9497, top1_acc: 0.6211, top5_acc: 0.8174, loss_cls: 1.6155, loss: 1.6155, grad_norm: 2.9767 2022-02-10 00:54:14,379 - mmaction - INFO - Epoch [162][660/940] lr: 4.000e-03, eta: 1 day, 8:27:41, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6156, top5_acc: 0.8174, loss_cls: 1.6337, loss: 1.6337, grad_norm: 2.9643 2022-02-10 00:54:37,839 - mmaction - INFO - Epoch [162][680/940] lr: 4.000e-03, eta: 1 day, 8:27:13, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.6283, top5_acc: 0.8236, loss_cls: 1.5958, loss: 1.5958, grad_norm: 2.9584 2022-02-10 00:55:01,442 - mmaction - INFO - Epoch [162][700/940] lr: 4.000e-03, eta: 1 day, 8:26:45, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6230, top5_acc: 0.8203, loss_cls: 1.6129, loss: 1.6129, grad_norm: 2.9642 2022-02-10 00:55:25,199 - mmaction - INFO - Epoch [162][720/940] lr: 4.000e-03, eta: 1 day, 8:26:17, time: 1.188, data_time: 0.064, memory: 9497, top1_acc: 0.6264, top5_acc: 0.8234, loss_cls: 1.5901, loss: 1.5901, grad_norm: 2.9595 2022-02-10 00:55:48,725 - mmaction - INFO - Epoch [162][740/940] lr: 4.000e-03, eta: 1 day, 8:25:49, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6158, top5_acc: 0.8203, loss_cls: 1.6239, loss: 1.6239, grad_norm: 3.0024 2022-02-10 00:56:12,239 - mmaction - INFO - Epoch [162][760/940] lr: 4.000e-03, eta: 1 day, 8:25:21, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6215, top5_acc: 0.8168, loss_cls: 1.6297, loss: 1.6297, grad_norm: 3.0314 2022-02-10 00:56:35,733 - mmaction - INFO - Epoch [162][780/940] lr: 4.000e-03, eta: 1 day, 8:24:53, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.6242, top5_acc: 0.8230, loss_cls: 1.6091, loss: 1.6091, grad_norm: 2.9925 2022-02-10 00:56:59,329 - mmaction - INFO - Epoch [162][800/940] lr: 4.000e-03, eta: 1 day, 8:24:25, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6193, top5_acc: 0.8107, loss_cls: 1.6411, loss: 1.6411, grad_norm: 2.9923 2022-02-10 00:57:22,924 - mmaction - INFO - Epoch [162][820/940] lr: 4.000e-03, eta: 1 day, 8:23:57, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.6250, top5_acc: 0.8170, loss_cls: 1.6101, loss: 1.6101, grad_norm: 3.0067 2022-02-10 00:57:46,633 - mmaction - INFO - Epoch [162][840/940] lr: 4.000e-03, eta: 1 day, 8:23:29, time: 1.186, data_time: 0.058, memory: 9497, top1_acc: 0.6092, top5_acc: 0.8168, loss_cls: 1.6176, loss: 1.6176, grad_norm: 3.0214 2022-02-10 00:58:10,239 - mmaction - INFO - Epoch [162][860/940] lr: 4.000e-03, eta: 1 day, 8:23:02, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6355, top5_acc: 0.8297, loss_cls: 1.5542, loss: 1.5542, grad_norm: 2.9626 2022-02-10 00:58:33,866 - mmaction - INFO - Epoch [162][880/940] lr: 4.000e-03, eta: 1 day, 8:22:34, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.6225, top5_acc: 0.8160, loss_cls: 1.6093, loss: 1.6093, grad_norm: 2.9951 2022-02-10 00:58:57,440 - mmaction - INFO - Epoch [162][900/940] lr: 4.000e-03, eta: 1 day, 8:22:06, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.6174, top5_acc: 0.8205, loss_cls: 1.5957, loss: 1.5957, grad_norm: 3.0003 2022-02-10 00:59:21,007 - mmaction - INFO - Epoch [162][920/940] lr: 4.000e-03, eta: 1 day, 8:21:38, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6170, top5_acc: 0.8201, loss_cls: 1.6203, loss: 1.6203, grad_norm: 2.9739 2022-02-10 00:59:43,423 - mmaction - INFO - Epoch [162][940/940] lr: 4.000e-03, eta: 1 day, 8:21:09, time: 1.121, data_time: 0.059, memory: 9497, top1_acc: 0.6250, top5_acc: 0.8263, loss_cls: 1.6071, loss: 1.6071, grad_norm: 3.0432 2022-02-10 01:02:25,412 - mmaction - INFO - Epoch [163][20/940] lr: 4.000e-03, eta: 1 day, 8:21:59, time: 7.931, data_time: 6.175, memory: 9497, top1_acc: 0.6311, top5_acc: 0.8254, loss_cls: 1.5808, loss: 1.5808, grad_norm: 2.9746 2022-02-10 01:02:48,620 - mmaction - INFO - Epoch [163][40/940] lr: 4.000e-03, eta: 1 day, 8:21:31, time: 1.160, data_time: 0.049, memory: 9497, top1_acc: 0.6289, top5_acc: 0.8402, loss_cls: 1.5321, loss: 1.5321, grad_norm: 2.9319 2022-02-10 01:03:11,835 - mmaction - INFO - Epoch [163][60/940] lr: 4.000e-03, eta: 1 day, 8:21:03, time: 1.161, data_time: 0.043, memory: 9497, top1_acc: 0.6250, top5_acc: 0.8230, loss_cls: 1.6184, loss: 1.6184, grad_norm: 3.0213 2022-02-10 01:03:35,130 - mmaction - INFO - Epoch [163][80/940] lr: 4.000e-03, eta: 1 day, 8:20:35, time: 1.165, data_time: 0.051, memory: 9497, top1_acc: 0.6342, top5_acc: 0.8256, loss_cls: 1.5539, loss: 1.5539, grad_norm: 3.0040 2022-02-10 01:03:58,439 - mmaction - INFO - Epoch [163][100/940] lr: 4.000e-03, eta: 1 day, 8:20:07, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.6203, top5_acc: 0.8211, loss_cls: 1.5723, loss: 1.5723, grad_norm: 3.0215 2022-02-10 01:04:21,841 - mmaction - INFO - Epoch [163][120/940] lr: 4.000e-03, eta: 1 day, 8:19:38, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.6369, top5_acc: 0.8348, loss_cls: 1.5607, loss: 1.5607, grad_norm: 2.9678 2022-02-10 01:04:45,270 - mmaction - INFO - Epoch [163][140/940] lr: 4.000e-03, eta: 1 day, 8:19:10, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.6248, top5_acc: 0.8150, loss_cls: 1.6172, loss: 1.6172, grad_norm: 2.9908 2022-02-10 01:05:08,719 - mmaction - INFO - Epoch [163][160/940] lr: 4.000e-03, eta: 1 day, 8:18:42, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8303, loss_cls: 1.5435, loss: 1.5435, grad_norm: 3.0010 2022-02-10 01:05:32,195 - mmaction - INFO - Epoch [163][180/940] lr: 4.000e-03, eta: 1 day, 8:18:14, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6234, top5_acc: 0.8250, loss_cls: 1.5655, loss: 1.5655, grad_norm: 2.9985 2022-02-10 01:05:55,614 - mmaction - INFO - Epoch [163][200/940] lr: 4.000e-03, eta: 1 day, 8:17:46, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6361, top5_acc: 0.8316, loss_cls: 1.5544, loss: 1.5544, grad_norm: 3.0125 2022-02-10 01:06:19,041 - mmaction - INFO - Epoch [163][220/940] lr: 4.000e-03, eta: 1 day, 8:17:18, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6271, top5_acc: 0.8342, loss_cls: 1.5491, loss: 1.5491, grad_norm: 3.0339 2022-02-10 01:06:42,420 - mmaction - INFO - Epoch [163][240/940] lr: 4.000e-03, eta: 1 day, 8:16:50, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.6260, top5_acc: 0.8256, loss_cls: 1.5712, loss: 1.5712, grad_norm: 2.9775 2022-02-10 01:07:05,892 - mmaction - INFO - Epoch [163][260/940] lr: 4.000e-03, eta: 1 day, 8:16:22, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.6355, top5_acc: 0.8279, loss_cls: 1.5553, loss: 1.5553, grad_norm: 2.9815 2022-02-10 01:07:29,353 - mmaction - INFO - Epoch [163][280/940] lr: 4.000e-03, eta: 1 day, 8:15:54, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6273, top5_acc: 0.8121, loss_cls: 1.6023, loss: 1.6023, grad_norm: 3.0185 2022-02-10 01:07:52,886 - mmaction - INFO - Epoch [163][300/940] lr: 4.000e-03, eta: 1 day, 8:15:26, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6168, top5_acc: 0.8203, loss_cls: 1.6010, loss: 1.6010, grad_norm: 3.0205 2022-02-10 01:08:16,485 - mmaction - INFO - Epoch [163][320/940] lr: 4.000e-03, eta: 1 day, 8:14:58, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6312, top5_acc: 0.8166, loss_cls: 1.5970, loss: 1.5970, grad_norm: 2.9909 2022-02-10 01:08:40,261 - mmaction - INFO - Epoch [163][340/940] lr: 4.000e-03, eta: 1 day, 8:14:30, time: 1.189, data_time: 0.058, memory: 9497, top1_acc: 0.6107, top5_acc: 0.8203, loss_cls: 1.6263, loss: 1.6263, grad_norm: 3.0669 2022-02-10 01:09:03,894 - mmaction - INFO - Epoch [163][360/940] lr: 4.000e-03, eta: 1 day, 8:14:02, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.6203, top5_acc: 0.8244, loss_cls: 1.6136, loss: 1.6136, grad_norm: 3.0356 2022-02-10 01:09:27,498 - mmaction - INFO - Epoch [163][380/940] lr: 4.000e-03, eta: 1 day, 8:13:34, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6188, top5_acc: 0.8252, loss_cls: 1.5993, loss: 1.5993, grad_norm: 3.0308 2022-02-10 01:09:51,266 - mmaction - INFO - Epoch [163][400/940] lr: 4.000e-03, eta: 1 day, 8:13:06, time: 1.188, data_time: 0.050, memory: 9497, top1_acc: 0.6199, top5_acc: 0.8221, loss_cls: 1.5971, loss: 1.5971, grad_norm: 2.9810 2022-02-10 01:10:15,032 - mmaction - INFO - Epoch [163][420/940] lr: 4.000e-03, eta: 1 day, 8:12:38, time: 1.188, data_time: 0.051, memory: 9497, top1_acc: 0.6123, top5_acc: 0.8156, loss_cls: 1.6313, loss: 1.6313, grad_norm: 3.0234 2022-02-10 01:10:38,636 - mmaction - INFO - Epoch [163][440/940] lr: 4.000e-03, eta: 1 day, 8:12:10, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6279, top5_acc: 0.8213, loss_cls: 1.5782, loss: 1.5782, grad_norm: 2.9989 2022-02-10 01:11:02,252 - mmaction - INFO - Epoch [163][460/940] lr: 4.000e-03, eta: 1 day, 8:11:42, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6191, top5_acc: 0.8187, loss_cls: 1.6173, loss: 1.6173, grad_norm: 3.0616 2022-02-10 01:11:25,712 - mmaction - INFO - Epoch [163][480/940] lr: 4.000e-03, eta: 1 day, 8:11:14, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6137, top5_acc: 0.8197, loss_cls: 1.6101, loss: 1.6101, grad_norm: 3.0361 2022-02-10 01:11:49,287 - mmaction - INFO - Epoch [163][500/940] lr: 4.000e-03, eta: 1 day, 8:10:46, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6264, top5_acc: 0.8172, loss_cls: 1.5952, loss: 1.5952, grad_norm: 2.9836 2022-02-10 01:12:13,000 - mmaction - INFO - Epoch [163][520/940] lr: 4.000e-03, eta: 1 day, 8:10:18, time: 1.186, data_time: 0.061, memory: 9497, top1_acc: 0.6328, top5_acc: 0.8205, loss_cls: 1.6037, loss: 1.6037, grad_norm: 3.0318 2022-02-10 01:12:36,507 - mmaction - INFO - Epoch [163][540/940] lr: 4.000e-03, eta: 1 day, 8:09:50, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6236, top5_acc: 0.8318, loss_cls: 1.5613, loss: 1.5613, grad_norm: 3.0131 2022-02-10 01:13:00,132 - mmaction - INFO - Epoch [163][560/940] lr: 4.000e-03, eta: 1 day, 8:09:23, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.6299, top5_acc: 0.8254, loss_cls: 1.5775, loss: 1.5775, grad_norm: 3.0268 2022-02-10 01:13:23,587 - mmaction - INFO - Epoch [163][580/940] lr: 4.000e-03, eta: 1 day, 8:08:54, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.6248, top5_acc: 0.8322, loss_cls: 1.5611, loss: 1.5611, grad_norm: 3.0084 2022-02-10 01:13:47,012 - mmaction - INFO - Epoch [163][600/940] lr: 4.000e-03, eta: 1 day, 8:08:26, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.6191, top5_acc: 0.8193, loss_cls: 1.5887, loss: 1.5887, grad_norm: 3.0431 2022-02-10 01:14:10,533 - mmaction - INFO - Epoch [163][620/940] lr: 4.000e-03, eta: 1 day, 8:07:58, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6215, top5_acc: 0.8236, loss_cls: 1.5901, loss: 1.5901, grad_norm: 2.9853 2022-02-10 01:14:34,067 - mmaction - INFO - Epoch [163][640/940] lr: 4.000e-03, eta: 1 day, 8:07:30, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6248, top5_acc: 0.8262, loss_cls: 1.6053, loss: 1.6053, grad_norm: 3.0293 2022-02-10 01:14:57,636 - mmaction - INFO - Epoch [163][660/940] lr: 4.000e-03, eta: 1 day, 8:07:02, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6254, top5_acc: 0.8273, loss_cls: 1.5645, loss: 1.5645, grad_norm: 2.9840 2022-02-10 01:15:21,133 - mmaction - INFO - Epoch [163][680/940] lr: 4.000e-03, eta: 1 day, 8:06:34, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6232, top5_acc: 0.8215, loss_cls: 1.5983, loss: 1.5983, grad_norm: 3.0359 2022-02-10 01:15:44,716 - mmaction - INFO - Epoch [163][700/940] lr: 4.000e-03, eta: 1 day, 8:06:06, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6139, top5_acc: 0.8187, loss_cls: 1.6264, loss: 1.6264, grad_norm: 3.1072 2022-02-10 01:16:08,274 - mmaction - INFO - Epoch [163][720/940] lr: 4.000e-03, eta: 1 day, 8:05:38, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6271, top5_acc: 0.8209, loss_cls: 1.5724, loss: 1.5724, grad_norm: 3.0251 2022-02-10 01:16:31,899 - mmaction - INFO - Epoch [163][740/940] lr: 4.000e-03, eta: 1 day, 8:05:11, time: 1.181, data_time: 0.065, memory: 9497, top1_acc: 0.6170, top5_acc: 0.8281, loss_cls: 1.5845, loss: 1.5845, grad_norm: 3.0352 2022-02-10 01:16:55,504 - mmaction - INFO - Epoch [163][760/940] lr: 4.000e-03, eta: 1 day, 8:04:43, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6184, top5_acc: 0.8232, loss_cls: 1.5942, loss: 1.5942, grad_norm: 3.0621 2022-02-10 01:17:19,058 - mmaction - INFO - Epoch [163][780/940] lr: 4.000e-03, eta: 1 day, 8:04:15, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6264, top5_acc: 0.8223, loss_cls: 1.5809, loss: 1.5809, grad_norm: 3.0263 2022-02-10 01:17:42,591 - mmaction - INFO - Epoch [163][800/940] lr: 4.000e-03, eta: 1 day, 8:03:47, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6182, top5_acc: 0.8182, loss_cls: 1.6108, loss: 1.6108, grad_norm: 3.0524 2022-02-10 01:18:06,241 - mmaction - INFO - Epoch [163][820/940] lr: 4.000e-03, eta: 1 day, 8:03:19, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6174, top5_acc: 0.8223, loss_cls: 1.5970, loss: 1.5970, grad_norm: 3.0442 2022-02-10 01:18:29,820 - mmaction - INFO - Epoch [163][840/940] lr: 4.000e-03, eta: 1 day, 8:02:51, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6297, top5_acc: 0.8271, loss_cls: 1.5778, loss: 1.5778, grad_norm: 3.0585 2022-02-10 01:18:53,300 - mmaction - INFO - Epoch [163][860/940] lr: 4.000e-03, eta: 1 day, 8:02:23, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6143, top5_acc: 0.8182, loss_cls: 1.6167, loss: 1.6167, grad_norm: 3.0828 2022-02-10 01:19:16,808 - mmaction - INFO - Epoch [163][880/940] lr: 4.000e-03, eta: 1 day, 8:01:55, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6289, top5_acc: 0.8252, loss_cls: 1.5694, loss: 1.5694, grad_norm: 2.9904 2022-02-10 01:19:40,369 - mmaction - INFO - Epoch [163][900/940] lr: 4.000e-03, eta: 1 day, 8:01:27, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6256, top5_acc: 0.8232, loss_cls: 1.5939, loss: 1.5939, grad_norm: 3.0360 2022-02-10 01:20:04,088 - mmaction - INFO - Epoch [163][920/940] lr: 4.000e-03, eta: 1 day, 8:00:59, time: 1.186, data_time: 0.059, memory: 9497, top1_acc: 0.6051, top5_acc: 0.8107, loss_cls: 1.6720, loss: 1.6720, grad_norm: 3.0994 2022-02-10 01:20:26,460 - mmaction - INFO - Epoch [163][940/940] lr: 4.000e-03, eta: 1 day, 8:00:30, time: 1.119, data_time: 0.063, memory: 9497, top1_acc: 0.6232, top5_acc: 0.8241, loss_cls: 1.5899, loss: 1.5899, grad_norm: 3.0323 2022-02-10 01:22:59,747 - mmaction - INFO - Epoch [164][20/940] lr: 4.000e-03, eta: 1 day, 8:01:15, time: 7.563, data_time: 6.423, memory: 9497, top1_acc: 0.6297, top5_acc: 0.8301, loss_cls: 1.5650, loss: 1.5650, grad_norm: 2.9767 2022-02-10 01:23:22,757 - mmaction - INFO - Epoch [164][40/940] lr: 4.000e-03, eta: 1 day, 8:00:47, time: 1.150, data_time: 0.049, memory: 9497, top1_acc: 0.6281, top5_acc: 0.8332, loss_cls: 1.5427, loss: 1.5427, grad_norm: 3.0063 2022-02-10 01:23:45,878 - mmaction - INFO - Epoch [164][60/940] lr: 4.000e-03, eta: 1 day, 8:00:19, time: 1.157, data_time: 0.044, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8197, loss_cls: 1.5716, loss: 1.5716, grad_norm: 2.9906 2022-02-10 01:24:09,009 - mmaction - INFO - Epoch [164][80/940] lr: 4.000e-03, eta: 1 day, 7:59:50, time: 1.157, data_time: 0.042, memory: 9497, top1_acc: 0.6211, top5_acc: 0.8236, loss_cls: 1.5807, loss: 1.5807, grad_norm: 3.0669 2022-02-10 01:24:32,165 - mmaction - INFO - Epoch [164][100/940] lr: 4.000e-03, eta: 1 day, 7:59:22, time: 1.157, data_time: 0.044, memory: 9497, top1_acc: 0.6344, top5_acc: 0.8277, loss_cls: 1.5595, loss: 1.5595, grad_norm: 3.0214 2022-02-10 01:24:55,471 - mmaction - INFO - Epoch [164][120/940] lr: 4.000e-03, eta: 1 day, 7:58:54, time: 1.165, data_time: 0.041, memory: 9497, top1_acc: 0.6400, top5_acc: 0.8307, loss_cls: 1.5419, loss: 1.5419, grad_norm: 2.9670 2022-02-10 01:25:18,769 - mmaction - INFO - Epoch [164][140/940] lr: 4.000e-03, eta: 1 day, 7:58:26, time: 1.165, data_time: 0.045, memory: 9497, top1_acc: 0.6184, top5_acc: 0.8176, loss_cls: 1.6171, loss: 1.6171, grad_norm: 3.1030 2022-02-10 01:25:42,112 - mmaction - INFO - Epoch [164][160/940] lr: 4.000e-03, eta: 1 day, 7:57:58, time: 1.167, data_time: 0.047, memory: 9497, top1_acc: 0.6312, top5_acc: 0.8254, loss_cls: 1.5878, loss: 1.5878, grad_norm: 3.0524 2022-02-10 01:26:05,494 - mmaction - INFO - Epoch [164][180/940] lr: 4.000e-03, eta: 1 day, 7:57:30, time: 1.169, data_time: 0.044, memory: 9497, top1_acc: 0.6209, top5_acc: 0.8236, loss_cls: 1.5692, loss: 1.5692, grad_norm: 3.0473 2022-02-10 01:26:28,856 - mmaction - INFO - Epoch [164][200/940] lr: 4.000e-03, eta: 1 day, 7:57:02, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.6260, top5_acc: 0.8248, loss_cls: 1.5949, loss: 1.5949, grad_norm: 3.0731 2022-02-10 01:26:52,152 - mmaction - INFO - Epoch [164][220/940] lr: 4.000e-03, eta: 1 day, 7:56:34, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.6203, top5_acc: 0.8256, loss_cls: 1.5972, loss: 1.5972, grad_norm: 3.0643 2022-02-10 01:27:15,489 - mmaction - INFO - Epoch [164][240/940] lr: 4.000e-03, eta: 1 day, 7:56:05, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.6119, top5_acc: 0.8145, loss_cls: 1.6356, loss: 1.6356, grad_norm: 3.0763 2022-02-10 01:27:38,833 - mmaction - INFO - Epoch [164][260/940] lr: 4.000e-03, eta: 1 day, 7:55:37, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.6256, top5_acc: 0.8258, loss_cls: 1.5733, loss: 1.5733, grad_norm: 3.0412 2022-02-10 01:28:02,331 - mmaction - INFO - Epoch [164][280/940] lr: 4.000e-03, eta: 1 day, 7:55:09, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6252, top5_acc: 0.8240, loss_cls: 1.5987, loss: 1.5987, grad_norm: 3.0148 2022-02-10 01:28:25,845 - mmaction - INFO - Epoch [164][300/940] lr: 4.000e-03, eta: 1 day, 7:54:41, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.5784, loss: 1.5784, grad_norm: 3.0436 2022-02-10 01:28:49,450 - mmaction - INFO - Epoch [164][320/940] lr: 4.000e-03, eta: 1 day, 7:54:13, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.6266, top5_acc: 0.8285, loss_cls: 1.5583, loss: 1.5583, grad_norm: 3.0365 2022-02-10 01:29:13,171 - mmaction - INFO - Epoch [164][340/940] lr: 4.000e-03, eta: 1 day, 7:53:45, time: 1.186, data_time: 0.051, memory: 9497, top1_acc: 0.6162, top5_acc: 0.8197, loss_cls: 1.6183, loss: 1.6183, grad_norm: 3.0714 2022-02-10 01:29:36,697 - mmaction - INFO - Epoch [164][360/940] lr: 4.000e-03, eta: 1 day, 7:53:18, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6262, top5_acc: 0.8199, loss_cls: 1.5791, loss: 1.5791, grad_norm: 3.0350 2022-02-10 01:30:00,537 - mmaction - INFO - Epoch [164][380/940] lr: 4.000e-03, eta: 1 day, 7:52:50, time: 1.192, data_time: 0.051, memory: 9497, top1_acc: 0.6227, top5_acc: 0.8211, loss_cls: 1.5897, loss: 1.5897, grad_norm: 3.0603 2022-02-10 01:30:24,228 - mmaction - INFO - Epoch [164][400/940] lr: 4.000e-03, eta: 1 day, 7:52:22, time: 1.185, data_time: 0.051, memory: 9497, top1_acc: 0.6213, top5_acc: 0.8244, loss_cls: 1.5985, loss: 1.5985, grad_norm: 3.0455 2022-02-10 01:30:48,013 - mmaction - INFO - Epoch [164][420/940] lr: 4.000e-03, eta: 1 day, 7:51:54, time: 1.190, data_time: 0.054, memory: 9497, top1_acc: 0.6293, top5_acc: 0.8270, loss_cls: 1.5693, loss: 1.5693, grad_norm: 3.0156 2022-02-10 01:31:11,751 - mmaction - INFO - Epoch [164][440/940] lr: 4.000e-03, eta: 1 day, 7:51:26, time: 1.186, data_time: 0.048, memory: 9497, top1_acc: 0.6361, top5_acc: 0.8348, loss_cls: 1.5238, loss: 1.5238, grad_norm: 2.9840 2022-02-10 01:31:35,556 - mmaction - INFO - Epoch [164][460/940] lr: 4.000e-03, eta: 1 day, 7:50:58, time: 1.190, data_time: 0.052, memory: 9497, top1_acc: 0.6283, top5_acc: 0.8359, loss_cls: 1.5401, loss: 1.5401, grad_norm: 3.0303 2022-02-10 01:31:59,222 - mmaction - INFO - Epoch [164][480/940] lr: 4.000e-03, eta: 1 day, 7:50:30, time: 1.184, data_time: 0.060, memory: 9497, top1_acc: 0.6379, top5_acc: 0.8291, loss_cls: 1.5466, loss: 1.5466, grad_norm: 3.0266 2022-02-10 01:32:22,791 - mmaction - INFO - Epoch [164][500/940] lr: 4.000e-03, eta: 1 day, 7:50:02, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.6281, top5_acc: 0.8283, loss_cls: 1.5701, loss: 1.5701, grad_norm: 3.0195 2022-02-10 01:32:46,384 - mmaction - INFO - Epoch [164][520/940] lr: 4.000e-03, eta: 1 day, 7:49:34, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.6225, top5_acc: 0.8242, loss_cls: 1.5821, loss: 1.5821, grad_norm: 3.0788 2022-02-10 01:33:09,896 - mmaction - INFO - Epoch [164][540/940] lr: 4.000e-03, eta: 1 day, 7:49:07, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6252, top5_acc: 0.8205, loss_cls: 1.5962, loss: 1.5962, grad_norm: 3.0800 2022-02-10 01:33:33,628 - mmaction - INFO - Epoch [164][560/940] lr: 4.000e-03, eta: 1 day, 7:48:39, time: 1.187, data_time: 0.058, memory: 9497, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5552, loss: 1.5552, grad_norm: 3.0539 2022-02-10 01:33:57,220 - mmaction - INFO - Epoch [164][580/940] lr: 4.000e-03, eta: 1 day, 7:48:11, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6266, top5_acc: 0.8279, loss_cls: 1.5560, loss: 1.5560, grad_norm: 3.0590 2022-02-10 01:34:20,866 - mmaction - INFO - Epoch [164][600/940] lr: 4.000e-03, eta: 1 day, 7:47:43, time: 1.182, data_time: 0.050, memory: 9497, top1_acc: 0.6199, top5_acc: 0.8154, loss_cls: 1.6348, loss: 1.6348, grad_norm: 3.0749 2022-02-10 01:34:44,576 - mmaction - INFO - Epoch [164][620/940] lr: 4.000e-03, eta: 1 day, 7:47:15, time: 1.186, data_time: 0.051, memory: 9497, top1_acc: 0.6162, top5_acc: 0.8223, loss_cls: 1.6048, loss: 1.6048, grad_norm: 3.0572 2022-02-10 01:35:08,119 - mmaction - INFO - Epoch [164][640/940] lr: 4.000e-03, eta: 1 day, 7:46:47, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.6207, top5_acc: 0.8277, loss_cls: 1.5796, loss: 1.5796, grad_norm: 3.0387 2022-02-10 01:35:31,732 - mmaction - INFO - Epoch [164][660/940] lr: 4.000e-03, eta: 1 day, 7:46:19, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6203, top5_acc: 0.8123, loss_cls: 1.6246, loss: 1.6246, grad_norm: 3.1240 2022-02-10 01:35:55,224 - mmaction - INFO - Epoch [164][680/940] lr: 4.000e-03, eta: 1 day, 7:45:51, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6354, top5_acc: 0.8342, loss_cls: 1.5372, loss: 1.5372, grad_norm: 3.0488 2022-02-10 01:36:18,758 - mmaction - INFO - Epoch [164][700/940] lr: 4.000e-03, eta: 1 day, 7:45:23, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6354, top5_acc: 0.8240, loss_cls: 1.5695, loss: 1.5695, grad_norm: 3.0612 2022-02-10 01:36:42,401 - mmaction - INFO - Epoch [164][720/940] lr: 4.000e-03, eta: 1 day, 7:44:55, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6193, top5_acc: 0.8184, loss_cls: 1.6328, loss: 1.6328, grad_norm: 3.1454 2022-02-10 01:37:06,298 - mmaction - INFO - Epoch [164][740/940] lr: 4.000e-03, eta: 1 day, 7:44:27, time: 1.195, data_time: 0.054, memory: 9497, top1_acc: 0.6230, top5_acc: 0.8232, loss_cls: 1.5743, loss: 1.5743, grad_norm: 3.0668 2022-02-10 01:37:29,816 - mmaction - INFO - Epoch [164][760/940] lr: 4.000e-03, eta: 1 day, 7:43:59, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6322, top5_acc: 0.8273, loss_cls: 1.5696, loss: 1.5696, grad_norm: 3.0432 2022-02-10 01:37:53,357 - mmaction - INFO - Epoch [164][780/940] lr: 4.000e-03, eta: 1 day, 7:43:32, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6307, top5_acc: 0.8277, loss_cls: 1.5722, loss: 1.5722, grad_norm: 3.1049 2022-02-10 01:38:16,953 - mmaction - INFO - Epoch [164][800/940] lr: 4.000e-03, eta: 1 day, 7:43:04, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6236, top5_acc: 0.8238, loss_cls: 1.5728, loss: 1.5728, grad_norm: 3.0812 2022-02-10 01:38:40,450 - mmaction - INFO - Epoch [164][820/940] lr: 4.000e-03, eta: 1 day, 7:42:36, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6201, top5_acc: 0.8256, loss_cls: 1.5788, loss: 1.5788, grad_norm: 3.0518 2022-02-10 01:39:03,898 - mmaction - INFO - Epoch [164][840/940] lr: 4.000e-03, eta: 1 day, 7:42:08, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6227, top5_acc: 0.8164, loss_cls: 1.5795, loss: 1.5795, grad_norm: 3.0897 2022-02-10 01:39:27,485 - mmaction - INFO - Epoch [164][860/940] lr: 4.000e-03, eta: 1 day, 7:41:40, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6289, top5_acc: 0.8252, loss_cls: 1.5491, loss: 1.5491, grad_norm: 3.0438 2022-02-10 01:39:51,026 - mmaction - INFO - Epoch [164][880/940] lr: 4.000e-03, eta: 1 day, 7:41:12, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6107, top5_acc: 0.8199, loss_cls: 1.6139, loss: 1.6139, grad_norm: 3.1147 2022-02-10 01:40:14,560 - mmaction - INFO - Epoch [164][900/940] lr: 4.000e-03, eta: 1 day, 7:40:44, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6254, top5_acc: 0.8160, loss_cls: 1.5943, loss: 1.5943, grad_norm: 3.0114 2022-02-10 01:40:38,045 - mmaction - INFO - Epoch [164][920/940] lr: 4.000e-03, eta: 1 day, 7:40:16, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.6227, top5_acc: 0.8248, loss_cls: 1.5686, loss: 1.5686, grad_norm: 3.0624 2022-02-10 01:41:00,297 - mmaction - INFO - Epoch [164][940/940] lr: 4.000e-03, eta: 1 day, 7:39:47, time: 1.113, data_time: 0.053, memory: 9497, top1_acc: 0.6262, top5_acc: 0.8241, loss_cls: 1.5903, loss: 1.5903, grad_norm: 3.0721 2022-02-10 01:44:15,002 - mmaction - INFO - Epoch [165][20/940] lr: 4.000e-03, eta: 1 day, 7:40:51, time: 9.384, data_time: 8.122, memory: 9497, top1_acc: 0.6207, top5_acc: 0.8223, loss_cls: 1.6033, loss: 1.6033, grad_norm: 3.0527 2022-02-10 01:44:38,154 - mmaction - INFO - Epoch [165][40/940] lr: 4.000e-03, eta: 1 day, 7:40:23, time: 1.157, data_time: 0.047, memory: 9497, top1_acc: 0.6342, top5_acc: 0.8283, loss_cls: 1.5506, loss: 1.5506, grad_norm: 3.0529 2022-02-10 01:45:01,361 - mmaction - INFO - Epoch [165][60/940] lr: 4.000e-03, eta: 1 day, 7:39:55, time: 1.160, data_time: 0.043, memory: 9497, top1_acc: 0.6230, top5_acc: 0.8141, loss_cls: 1.6095, loss: 1.6095, grad_norm: 3.1262 2022-02-10 01:45:24,680 - mmaction - INFO - Epoch [165][80/940] lr: 4.000e-03, eta: 1 day, 7:39:27, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.6387, top5_acc: 0.8266, loss_cls: 1.5641, loss: 1.5641, grad_norm: 3.0197 2022-02-10 01:45:48,097 - mmaction - INFO - Epoch [165][100/940] lr: 4.000e-03, eta: 1 day, 7:38:59, time: 1.171, data_time: 0.046, memory: 9497, top1_acc: 0.6291, top5_acc: 0.8273, loss_cls: 1.5573, loss: 1.5573, grad_norm: 3.0971 2022-02-10 01:46:11,663 - mmaction - INFO - Epoch [165][120/940] lr: 4.000e-03, eta: 1 day, 7:38:31, time: 1.179, data_time: 0.048, memory: 9497, top1_acc: 0.6266, top5_acc: 0.8289, loss_cls: 1.5616, loss: 1.5616, grad_norm: 3.0521 2022-02-10 01:46:35,089 - mmaction - INFO - Epoch [165][140/940] lr: 4.000e-03, eta: 1 day, 7:38:03, time: 1.171, data_time: 0.046, memory: 9497, top1_acc: 0.6135, top5_acc: 0.8193, loss_cls: 1.5980, loss: 1.5980, grad_norm: 3.0975 2022-02-10 01:46:58,521 - mmaction - INFO - Epoch [165][160/940] lr: 4.000e-03, eta: 1 day, 7:37:35, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6301, top5_acc: 0.8232, loss_cls: 1.5819, loss: 1.5819, grad_norm: 3.0934 2022-02-10 01:47:21,898 - mmaction - INFO - Epoch [165][180/940] lr: 4.000e-03, eta: 1 day, 7:37:07, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.6191, top5_acc: 0.8186, loss_cls: 1.6225, loss: 1.6225, grad_norm: 3.0939 2022-02-10 01:47:45,271 - mmaction - INFO - Epoch [165][200/940] lr: 4.000e-03, eta: 1 day, 7:36:39, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.6209, top5_acc: 0.8223, loss_cls: 1.5978, loss: 1.5978, grad_norm: 3.1073 2022-02-10 01:48:08,593 - mmaction - INFO - Epoch [165][220/940] lr: 4.000e-03, eta: 1 day, 7:36:11, time: 1.166, data_time: 0.044, memory: 9497, top1_acc: 0.6289, top5_acc: 0.8264, loss_cls: 1.5664, loss: 1.5664, grad_norm: 3.0382 2022-02-10 01:48:32,051 - mmaction - INFO - Epoch [165][240/940] lr: 4.000e-03, eta: 1 day, 7:35:43, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6342, top5_acc: 0.8305, loss_cls: 1.5316, loss: 1.5316, grad_norm: 3.0502 2022-02-10 01:48:55,374 - mmaction - INFO - Epoch [165][260/940] lr: 4.000e-03, eta: 1 day, 7:35:14, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.6275, top5_acc: 0.8254, loss_cls: 1.5567, loss: 1.5567, grad_norm: 3.0985 2022-02-10 01:49:18,760 - mmaction - INFO - Epoch [165][280/940] lr: 4.000e-03, eta: 1 day, 7:34:46, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.6338, top5_acc: 0.8295, loss_cls: 1.5358, loss: 1.5358, grad_norm: 3.0601 2022-02-10 01:49:42,182 - mmaction - INFO - Epoch [165][300/940] lr: 4.000e-03, eta: 1 day, 7:34:18, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.6295, top5_acc: 0.8229, loss_cls: 1.5964, loss: 1.5964, grad_norm: 3.1018 2022-02-10 01:50:05,863 - mmaction - INFO - Epoch [165][320/940] lr: 4.000e-03, eta: 1 day, 7:33:50, time: 1.185, data_time: 0.059, memory: 9497, top1_acc: 0.6273, top5_acc: 0.8168, loss_cls: 1.6022, loss: 1.6022, grad_norm: 3.1159 2022-02-10 01:50:29,403 - mmaction - INFO - Epoch [165][340/940] lr: 4.000e-03, eta: 1 day, 7:33:23, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6322, top5_acc: 0.8324, loss_cls: 1.5425, loss: 1.5425, grad_norm: 3.0396 2022-02-10 01:50:52,954 - mmaction - INFO - Epoch [165][360/940] lr: 4.000e-03, eta: 1 day, 7:32:55, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6227, top5_acc: 0.8240, loss_cls: 1.5843, loss: 1.5843, grad_norm: 3.0789 2022-02-10 01:51:16,579 - mmaction - INFO - Epoch [165][380/940] lr: 4.000e-03, eta: 1 day, 7:32:27, time: 1.181, data_time: 0.048, memory: 9497, top1_acc: 0.6289, top5_acc: 0.8240, loss_cls: 1.5623, loss: 1.5623, grad_norm: 3.0457 2022-02-10 01:51:40,103 - mmaction - INFO - Epoch [165][400/940] lr: 4.000e-03, eta: 1 day, 7:31:59, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6324, top5_acc: 0.8221, loss_cls: 1.5726, loss: 1.5726, grad_norm: 3.0474 2022-02-10 01:52:03,626 - mmaction - INFO - Epoch [165][420/940] lr: 4.000e-03, eta: 1 day, 7:31:31, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.6350, top5_acc: 0.8314, loss_cls: 1.5374, loss: 1.5374, grad_norm: 3.0525 2022-02-10 01:52:27,235 - mmaction - INFO - Epoch [165][440/940] lr: 4.000e-03, eta: 1 day, 7:31:03, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6195, top5_acc: 0.8234, loss_cls: 1.5842, loss: 1.5842, grad_norm: 3.0540 2022-02-10 01:52:50,876 - mmaction - INFO - Epoch [165][460/940] lr: 4.000e-03, eta: 1 day, 7:30:35, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6297, top5_acc: 0.8199, loss_cls: 1.5760, loss: 1.5760, grad_norm: 3.1202 2022-02-10 01:53:14,456 - mmaction - INFO - Epoch [165][480/940] lr: 4.000e-03, eta: 1 day, 7:30:07, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6094, top5_acc: 0.8193, loss_cls: 1.6180, loss: 1.6180, grad_norm: 3.1054 2022-02-10 01:53:37,960 - mmaction - INFO - Epoch [165][500/940] lr: 4.000e-03, eta: 1 day, 7:29:39, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6318, top5_acc: 0.8229, loss_cls: 1.5662, loss: 1.5662, grad_norm: 3.0741 2022-02-10 01:54:01,503 - mmaction - INFO - Epoch [165][520/940] lr: 4.000e-03, eta: 1 day, 7:29:11, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6193, top5_acc: 0.8186, loss_cls: 1.6347, loss: 1.6347, grad_norm: 3.1408 2022-02-10 01:54:25,062 - mmaction - INFO - Epoch [165][540/940] lr: 4.000e-03, eta: 1 day, 7:28:43, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6375, top5_acc: 0.8244, loss_cls: 1.5593, loss: 1.5593, grad_norm: 3.0799 2022-02-10 01:54:48,860 - mmaction - INFO - Epoch [165][560/940] lr: 4.000e-03, eta: 1 day, 7:28:15, time: 1.190, data_time: 0.064, memory: 9497, top1_acc: 0.6199, top5_acc: 0.8229, loss_cls: 1.5831, loss: 1.5831, grad_norm: 3.1024 2022-02-10 01:55:12,359 - mmaction - INFO - Epoch [165][580/940] lr: 4.000e-03, eta: 1 day, 7:27:47, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.6287, top5_acc: 0.8246, loss_cls: 1.5837, loss: 1.5837, grad_norm: 3.0449 2022-02-10 01:55:35,990 - mmaction - INFO - Epoch [165][600/940] lr: 4.000e-03, eta: 1 day, 7:27:19, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.6312, top5_acc: 0.8334, loss_cls: 1.5330, loss: 1.5330, grad_norm: 3.0985 2022-02-10 01:55:59,579 - mmaction - INFO - Epoch [165][620/940] lr: 4.000e-03, eta: 1 day, 7:26:52, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6283, top5_acc: 0.8230, loss_cls: 1.5750, loss: 1.5750, grad_norm: 3.0902 2022-02-10 01:56:23,105 - mmaction - INFO - Epoch [165][640/940] lr: 4.000e-03, eta: 1 day, 7:26:24, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6303, top5_acc: 0.8295, loss_cls: 1.5572, loss: 1.5572, grad_norm: 3.1002 2022-02-10 01:56:46,691 - mmaction - INFO - Epoch [165][660/940] lr: 4.000e-03, eta: 1 day, 7:25:56, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6418, top5_acc: 0.8336, loss_cls: 1.5202, loss: 1.5202, grad_norm: 3.0562 2022-02-10 01:57:10,282 - mmaction - INFO - Epoch [165][680/940] lr: 4.000e-03, eta: 1 day, 7:25:28, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6344, top5_acc: 0.8287, loss_cls: 1.5438, loss: 1.5438, grad_norm: 3.0767 2022-02-10 01:57:33,898 - mmaction - INFO - Epoch [165][700/940] lr: 4.000e-03, eta: 1 day, 7:25:00, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6195, top5_acc: 0.8182, loss_cls: 1.6187, loss: 1.6187, grad_norm: 3.1289 2022-02-10 01:57:57,550 - mmaction - INFO - Epoch [165][720/940] lr: 4.000e-03, eta: 1 day, 7:24:32, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6240, top5_acc: 0.8256, loss_cls: 1.5850, loss: 1.5850, grad_norm: 3.0980 2022-02-10 01:58:21,188 - mmaction - INFO - Epoch [165][740/940] lr: 4.000e-03, eta: 1 day, 7:24:04, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8250, loss_cls: 1.5908, loss: 1.5908, grad_norm: 3.1077 2022-02-10 01:58:44,692 - mmaction - INFO - Epoch [165][760/940] lr: 4.000e-03, eta: 1 day, 7:23:36, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.6287, top5_acc: 0.8283, loss_cls: 1.5571, loss: 1.5571, grad_norm: 3.0433 2022-02-10 01:59:08,199 - mmaction - INFO - Epoch [165][780/940] lr: 4.000e-03, eta: 1 day, 7:23:08, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6193, top5_acc: 0.8205, loss_cls: 1.6051, loss: 1.6051, grad_norm: 3.1005 2022-02-10 01:59:31,652 - mmaction - INFO - Epoch [165][800/940] lr: 4.000e-03, eta: 1 day, 7:22:40, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.6316, top5_acc: 0.8277, loss_cls: 1.5631, loss: 1.5631, grad_norm: 3.0229 2022-02-10 01:59:55,095 - mmaction - INFO - Epoch [165][820/940] lr: 4.000e-03, eta: 1 day, 7:22:12, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6318, top5_acc: 0.8332, loss_cls: 1.5483, loss: 1.5483, grad_norm: 3.0849 2022-02-10 02:00:18,545 - mmaction - INFO - Epoch [165][840/940] lr: 4.000e-03, eta: 1 day, 7:21:44, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6234, top5_acc: 0.8182, loss_cls: 1.6058, loss: 1.6058, grad_norm: 3.1314 2022-02-10 02:00:42,046 - mmaction - INFO - Epoch [165][860/940] lr: 4.000e-03, eta: 1 day, 7:21:16, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6244, top5_acc: 0.8189, loss_cls: 1.6022, loss: 1.6022, grad_norm: 3.1098 2022-02-10 02:01:05,723 - mmaction - INFO - Epoch [165][880/940] lr: 4.000e-03, eta: 1 day, 7:20:48, time: 1.184, data_time: 0.054, memory: 9497, top1_acc: 0.6230, top5_acc: 0.8201, loss_cls: 1.6002, loss: 1.6002, grad_norm: 3.1740 2022-02-10 02:01:29,351 - mmaction - INFO - Epoch [165][900/940] lr: 4.000e-03, eta: 1 day, 7:20:21, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8279, loss_cls: 1.5684, loss: 1.5684, grad_norm: 3.0643 2022-02-10 02:01:53,012 - mmaction - INFO - Epoch [165][920/940] lr: 4.000e-03, eta: 1 day, 7:19:53, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.6297, top5_acc: 0.8271, loss_cls: 1.5936, loss: 1.5936, grad_norm: 3.1054 2022-02-10 02:02:15,419 - mmaction - INFO - Epoch [165][940/940] lr: 4.000e-03, eta: 1 day, 7:19:24, time: 1.121, data_time: 0.054, memory: 9497, top1_acc: 0.6238, top5_acc: 0.8174, loss_cls: 1.6129, loss: 1.6129, grad_norm: 3.1126 2022-02-10 02:02:22,442 - mmaction - INFO - Saving checkpoint at 165 epochs 2022-02-10 02:06:06,384 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 02:06:07,130 - mmaction - INFO - top1_acc 0.6678 top5_acc 0.8704 2022-02-10 02:06:07,130 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 02:06:07,163 - mmaction - INFO - mean_acc 0.6678 2022-02-10 02:06:07,164 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_160.pth was removed 2022-02-10 02:06:09,551 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_165.pth. 2022-02-10 02:06:09,551 - mmaction - INFO - Best top1_acc is 0.6678 at 165 epoch. 2022-02-10 02:06:09,559 - mmaction - INFO - Epoch(val) [165][78] top1_acc: 0.6678, top5_acc: 0.8704, mean_class_accuracy: 0.6678 2022-02-10 02:08:38,460 - mmaction - INFO - Epoch [166][20/940] lr: 4.000e-03, eta: 1 day, 7:20:05, time: 7.443, data_time: 6.125, memory: 9497, top1_acc: 0.6369, top5_acc: 0.8289, loss_cls: 1.5477, loss: 1.5477, grad_norm: 3.0581 2022-02-10 02:09:01,658 - mmaction - INFO - Epoch [166][40/940] lr: 4.000e-03, eta: 1 day, 7:19:37, time: 1.160, data_time: 0.054, memory: 9497, top1_acc: 0.6234, top5_acc: 0.8148, loss_cls: 1.5945, loss: 1.5945, grad_norm: 3.1122 2022-02-10 02:09:24,766 - mmaction - INFO - Epoch [166][60/940] lr: 4.000e-03, eta: 1 day, 7:19:09, time: 1.156, data_time: 0.041, memory: 9497, top1_acc: 0.6260, top5_acc: 0.8266, loss_cls: 1.5878, loss: 1.5878, grad_norm: 3.1071 2022-02-10 02:09:48,045 - mmaction - INFO - Epoch [166][80/940] lr: 4.000e-03, eta: 1 day, 7:18:41, time: 1.163, data_time: 0.040, memory: 9497, top1_acc: 0.6273, top5_acc: 0.8262, loss_cls: 1.5705, loss: 1.5705, grad_norm: 3.1374 2022-02-10 02:10:11,353 - mmaction - INFO - Epoch [166][100/940] lr: 4.000e-03, eta: 1 day, 7:18:13, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.6203, top5_acc: 0.8244, loss_cls: 1.5878, loss: 1.5878, grad_norm: 3.0996 2022-02-10 02:10:34,739 - mmaction - INFO - Epoch [166][120/940] lr: 4.000e-03, eta: 1 day, 7:17:45, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.6295, top5_acc: 0.8262, loss_cls: 1.5693, loss: 1.5693, grad_norm: 3.1427 2022-02-10 02:10:58,075 - mmaction - INFO - Epoch [166][140/940] lr: 4.000e-03, eta: 1 day, 7:17:17, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.5761, loss: 1.5761, grad_norm: 3.1077 2022-02-10 02:11:21,523 - mmaction - INFO - Epoch [166][160/940] lr: 4.000e-03, eta: 1 day, 7:16:49, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6268, top5_acc: 0.8236, loss_cls: 1.5637, loss: 1.5637, grad_norm: 3.1098 2022-02-10 02:11:44,977 - mmaction - INFO - Epoch [166][180/940] lr: 4.000e-03, eta: 1 day, 7:16:21, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6143, top5_acc: 0.8211, loss_cls: 1.6042, loss: 1.6042, grad_norm: 3.1185 2022-02-10 02:12:08,419 - mmaction - INFO - Epoch [166][200/940] lr: 4.000e-03, eta: 1 day, 7:15:53, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6215, top5_acc: 0.8256, loss_cls: 1.5718, loss: 1.5718, grad_norm: 3.1083 2022-02-10 02:12:31,985 - mmaction - INFO - Epoch [166][220/940] lr: 4.000e-03, eta: 1 day, 7:15:25, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6322, top5_acc: 0.8252, loss_cls: 1.5770, loss: 1.5770, grad_norm: 3.1418 2022-02-10 02:12:55,506 - mmaction - INFO - Epoch [166][240/940] lr: 4.000e-03, eta: 1 day, 7:14:57, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5645, loss: 1.5645, grad_norm: 3.0858 2022-02-10 02:13:19,059 - mmaction - INFO - Epoch [166][260/940] lr: 4.000e-03, eta: 1 day, 7:14:29, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6342, top5_acc: 0.8207, loss_cls: 1.5745, loss: 1.5745, grad_norm: 3.0429 2022-02-10 02:13:42,520 - mmaction - INFO - Epoch [166][280/940] lr: 4.000e-03, eta: 1 day, 7:14:01, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6246, top5_acc: 0.8279, loss_cls: 1.5738, loss: 1.5738, grad_norm: 3.1335 2022-02-10 02:14:05,946 - mmaction - INFO - Epoch [166][300/940] lr: 4.000e-03, eta: 1 day, 7:13:33, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.6252, top5_acc: 0.8230, loss_cls: 1.5706, loss: 1.5706, grad_norm: 3.1475 2022-02-10 02:14:29,318 - mmaction - INFO - Epoch [166][320/940] lr: 4.000e-03, eta: 1 day, 7:13:05, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.6244, top5_acc: 0.8221, loss_cls: 1.5823, loss: 1.5823, grad_norm: 3.1454 2022-02-10 02:14:52,795 - mmaction - INFO - Epoch [166][340/940] lr: 4.000e-03, eta: 1 day, 7:12:37, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6283, top5_acc: 0.8303, loss_cls: 1.5704, loss: 1.5704, grad_norm: 3.1216 2022-02-10 02:15:16,220 - mmaction - INFO - Epoch [166][360/940] lr: 4.000e-03, eta: 1 day, 7:12:09, time: 1.171, data_time: 0.061, memory: 9497, top1_acc: 0.6264, top5_acc: 0.8225, loss_cls: 1.6033, loss: 1.6033, grad_norm: 3.1893 2022-02-10 02:15:39,606 - mmaction - INFO - Epoch [166][380/940] lr: 4.000e-03, eta: 1 day, 7:11:41, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.6248, top5_acc: 0.8258, loss_cls: 1.5769, loss: 1.5769, grad_norm: 3.2016 2022-02-10 02:16:03,134 - mmaction - INFO - Epoch [166][400/940] lr: 4.000e-03, eta: 1 day, 7:11:13, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6248, top5_acc: 0.8229, loss_cls: 1.6016, loss: 1.6016, grad_norm: 3.1618 2022-02-10 02:16:26,660 - mmaction - INFO - Epoch [166][420/940] lr: 4.000e-03, eta: 1 day, 7:10:45, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6320, top5_acc: 0.8279, loss_cls: 1.5489, loss: 1.5489, grad_norm: 3.1368 2022-02-10 02:16:50,095 - mmaction - INFO - Epoch [166][440/940] lr: 4.000e-03, eta: 1 day, 7:10:17, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8334, loss_cls: 1.5228, loss: 1.5228, grad_norm: 3.0906 2022-02-10 02:17:13,602 - mmaction - INFO - Epoch [166][460/940] lr: 4.000e-03, eta: 1 day, 7:09:49, time: 1.175, data_time: 0.064, memory: 9497, top1_acc: 0.6189, top5_acc: 0.8223, loss_cls: 1.5831, loss: 1.5831, grad_norm: 3.1724 2022-02-10 02:17:37,156 - mmaction - INFO - Epoch [166][480/940] lr: 4.000e-03, eta: 1 day, 7:09:21, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6215, top5_acc: 0.8193, loss_cls: 1.6142, loss: 1.6142, grad_norm: 3.1359 2022-02-10 02:18:00,565 - mmaction - INFO - Epoch [166][500/940] lr: 4.000e-03, eta: 1 day, 7:08:53, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.6289, top5_acc: 0.8260, loss_cls: 1.5696, loss: 1.5696, grad_norm: 3.1277 2022-02-10 02:18:24,093 - mmaction - INFO - Epoch [166][520/940] lr: 4.000e-03, eta: 1 day, 7:08:25, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6234, top5_acc: 0.8184, loss_cls: 1.6005, loss: 1.6005, grad_norm: 3.1164 2022-02-10 02:18:47,599 - mmaction - INFO - Epoch [166][540/940] lr: 4.000e-03, eta: 1 day, 7:07:58, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6262, top5_acc: 0.8248, loss_cls: 1.5794, loss: 1.5794, grad_norm: 3.1466 2022-02-10 02:19:11,219 - mmaction - INFO - Epoch [166][560/940] lr: 4.000e-03, eta: 1 day, 7:07:30, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.6217, top5_acc: 0.8229, loss_cls: 1.5834, loss: 1.5834, grad_norm: 3.0816 2022-02-10 02:19:34,735 - mmaction - INFO - Epoch [166][580/940] lr: 4.000e-03, eta: 1 day, 7:07:02, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6232, top5_acc: 0.8205, loss_cls: 1.6086, loss: 1.6086, grad_norm: 3.1839 2022-02-10 02:19:58,280 - mmaction - INFO - Epoch [166][600/940] lr: 4.000e-03, eta: 1 day, 7:06:34, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6369, top5_acc: 0.8287, loss_cls: 1.5491, loss: 1.5491, grad_norm: 3.0538 2022-02-10 02:20:21,775 - mmaction - INFO - Epoch [166][620/940] lr: 4.000e-03, eta: 1 day, 7:06:06, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6318, top5_acc: 0.8307, loss_cls: 1.5524, loss: 1.5524, grad_norm: 3.1326 2022-02-10 02:20:45,290 - mmaction - INFO - Epoch [166][640/940] lr: 4.000e-03, eta: 1 day, 7:05:38, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.5816, loss: 1.5816, grad_norm: 3.1305 2022-02-10 02:21:08,850 - mmaction - INFO - Epoch [166][660/940] lr: 4.000e-03, eta: 1 day, 7:05:10, time: 1.178, data_time: 0.064, memory: 9497, top1_acc: 0.6260, top5_acc: 0.8340, loss_cls: 1.5557, loss: 1.5557, grad_norm: 3.1235 2022-02-10 02:21:32,377 - mmaction - INFO - Epoch [166][680/940] lr: 4.000e-03, eta: 1 day, 7:04:42, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6309, top5_acc: 0.8336, loss_cls: 1.5502, loss: 1.5502, grad_norm: 3.1102 2022-02-10 02:21:55,824 - mmaction - INFO - Epoch [166][700/940] lr: 4.000e-03, eta: 1 day, 7:04:14, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6178, top5_acc: 0.8221, loss_cls: 1.6059, loss: 1.6059, grad_norm: 3.1111 2022-02-10 02:22:19,333 - mmaction - INFO - Epoch [166][720/940] lr: 4.000e-03, eta: 1 day, 7:03:46, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6391, top5_acc: 0.8270, loss_cls: 1.5505, loss: 1.5505, grad_norm: 3.1132 2022-02-10 02:22:42,832 - mmaction - INFO - Epoch [166][740/940] lr: 4.000e-03, eta: 1 day, 7:03:18, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6221, top5_acc: 0.8187, loss_cls: 1.6277, loss: 1.6277, grad_norm: 3.1656 2022-02-10 02:23:06,321 - mmaction - INFO - Epoch [166][760/940] lr: 4.000e-03, eta: 1 day, 7:02:50, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6295, top5_acc: 0.8324, loss_cls: 1.5381, loss: 1.5381, grad_norm: 3.1527 2022-02-10 02:23:29,796 - mmaction - INFO - Epoch [166][780/940] lr: 4.000e-03, eta: 1 day, 7:02:22, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6334, top5_acc: 0.8293, loss_cls: 1.5550, loss: 1.5550, grad_norm: 3.1133 2022-02-10 02:23:53,358 - mmaction - INFO - Epoch [166][800/940] lr: 4.000e-03, eta: 1 day, 7:01:55, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6246, top5_acc: 0.8254, loss_cls: 1.5819, loss: 1.5819, grad_norm: 3.1893 2022-02-10 02:24:16,866 - mmaction - INFO - Epoch [166][820/940] lr: 4.000e-03, eta: 1 day, 7:01:27, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6244, top5_acc: 0.8195, loss_cls: 1.5879, loss: 1.5879, grad_norm: 3.1663 2022-02-10 02:24:40,356 - mmaction - INFO - Epoch [166][840/940] lr: 4.000e-03, eta: 1 day, 7:00:59, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.6303, top5_acc: 0.8262, loss_cls: 1.5583, loss: 1.5583, grad_norm: 3.1347 2022-02-10 02:25:04,678 - mmaction - INFO - Epoch [166][860/940] lr: 4.000e-03, eta: 1 day, 7:00:31, time: 1.217, data_time: 0.054, memory: 9497, top1_acc: 0.6260, top5_acc: 0.8234, loss_cls: 1.5761, loss: 1.5761, grad_norm: 3.1018 2022-02-10 02:25:28,267 - mmaction - INFO - Epoch [166][880/940] lr: 4.000e-03, eta: 1 day, 7:00:03, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6189, top5_acc: 0.8213, loss_cls: 1.5971, loss: 1.5971, grad_norm: 3.1485 2022-02-10 02:25:51,787 - mmaction - INFO - Epoch [166][900/940] lr: 4.000e-03, eta: 1 day, 6:59:35, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6283, top5_acc: 0.8293, loss_cls: 1.5597, loss: 1.5597, grad_norm: 3.0886 2022-02-10 02:26:15,242 - mmaction - INFO - Epoch [166][920/940] lr: 4.000e-03, eta: 1 day, 6:59:08, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6406, top5_acc: 0.8305, loss_cls: 1.5259, loss: 1.5259, grad_norm: 3.1336 2022-02-10 02:26:37,515 - mmaction - INFO - Epoch [166][940/940] lr: 4.000e-03, eta: 1 day, 6:58:39, time: 1.113, data_time: 0.059, memory: 9497, top1_acc: 0.6157, top5_acc: 0.8170, loss_cls: 1.6092, loss: 1.6092, grad_norm: 3.2003 2022-02-10 02:29:42,376 - mmaction - INFO - Epoch [167][20/940] lr: 4.000e-03, eta: 1 day, 6:59:36, time: 9.014, data_time: 7.624, memory: 9497, top1_acc: 0.6312, top5_acc: 0.8281, loss_cls: 1.5647, loss: 1.5647, grad_norm: 3.0955 2022-02-10 02:30:05,657 - mmaction - INFO - Epoch [167][40/940] lr: 4.000e-03, eta: 1 day, 6:59:08, time: 1.164, data_time: 0.045, memory: 9497, top1_acc: 0.6332, top5_acc: 0.8297, loss_cls: 1.5408, loss: 1.5408, grad_norm: 3.0710 2022-02-10 02:30:28,842 - mmaction - INFO - Epoch [167][60/940] lr: 4.000e-03, eta: 1 day, 6:58:40, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.6326, top5_acc: 0.8254, loss_cls: 1.5492, loss: 1.5492, grad_norm: 3.1659 2022-02-10 02:30:52,074 - mmaction - INFO - Epoch [167][80/940] lr: 4.000e-03, eta: 1 day, 6:58:12, time: 1.161, data_time: 0.048, memory: 9497, top1_acc: 0.6205, top5_acc: 0.8191, loss_cls: 1.5977, loss: 1.5977, grad_norm: 3.1766 2022-02-10 02:31:15,339 - mmaction - INFO - Epoch [167][100/940] lr: 4.000e-03, eta: 1 day, 6:57:44, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5565, loss: 1.5565, grad_norm: 3.1295 2022-02-10 02:31:38,719 - mmaction - INFO - Epoch [167][120/940] lr: 4.000e-03, eta: 1 day, 6:57:16, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.6268, top5_acc: 0.8182, loss_cls: 1.6026, loss: 1.6026, grad_norm: 3.2047 2022-02-10 02:32:02,057 - mmaction - INFO - Epoch [167][140/940] lr: 4.000e-03, eta: 1 day, 6:56:48, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.6326, top5_acc: 0.8346, loss_cls: 1.5191, loss: 1.5191, grad_norm: 3.1323 2022-02-10 02:32:25,621 - mmaction - INFO - Epoch [167][160/940] lr: 4.000e-03, eta: 1 day, 6:56:20, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6260, top5_acc: 0.8252, loss_cls: 1.5739, loss: 1.5739, grad_norm: 3.1656 2022-02-10 02:32:48,988 - mmaction - INFO - Epoch [167][180/940] lr: 4.000e-03, eta: 1 day, 6:55:52, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.6322, top5_acc: 0.8285, loss_cls: 1.5614, loss: 1.5614, grad_norm: 3.1652 2022-02-10 02:33:12,428 - mmaction - INFO - Epoch [167][200/940] lr: 4.000e-03, eta: 1 day, 6:55:24, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6195, top5_acc: 0.8215, loss_cls: 1.6211, loss: 1.6211, grad_norm: 3.1788 2022-02-10 02:33:35,953 - mmaction - INFO - Epoch [167][220/940] lr: 4.000e-03, eta: 1 day, 6:54:56, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6254, top5_acc: 0.8254, loss_cls: 1.5818, loss: 1.5818, grad_norm: 3.2183 2022-02-10 02:33:59,575 - mmaction - INFO - Epoch [167][240/940] lr: 4.000e-03, eta: 1 day, 6:54:28, time: 1.181, data_time: 0.064, memory: 9497, top1_acc: 0.6246, top5_acc: 0.8268, loss_cls: 1.5741, loss: 1.5741, grad_norm: 3.1633 2022-02-10 02:34:22,977 - mmaction - INFO - Epoch [167][260/940] lr: 4.000e-03, eta: 1 day, 6:54:00, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.6264, top5_acc: 0.8201, loss_cls: 1.5841, loss: 1.5841, grad_norm: 3.1009 2022-02-10 02:34:46,293 - mmaction - INFO - Epoch [167][280/940] lr: 4.000e-03, eta: 1 day, 6:53:32, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.6297, top5_acc: 0.8293, loss_cls: 1.5811, loss: 1.5811, grad_norm: 3.1589 2022-02-10 02:35:09,651 - mmaction - INFO - Epoch [167][300/940] lr: 4.000e-03, eta: 1 day, 6:53:04, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.6369, top5_acc: 0.8273, loss_cls: 1.5616, loss: 1.5616, grad_norm: 3.1576 2022-02-10 02:35:33,055 - mmaction - INFO - Epoch [167][320/940] lr: 4.000e-03, eta: 1 day, 6:52:36, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.6320, top5_acc: 0.8324, loss_cls: 1.5272, loss: 1.5272, grad_norm: 3.1853 2022-02-10 02:35:56,518 - mmaction - INFO - Epoch [167][340/940] lr: 4.000e-03, eta: 1 day, 6:52:08, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6287, top5_acc: 0.8293, loss_cls: 1.5779, loss: 1.5779, grad_norm: 3.1750 2022-02-10 02:36:19,985 - mmaction - INFO - Epoch [167][360/940] lr: 4.000e-03, eta: 1 day, 6:51:40, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.6305, top5_acc: 0.8266, loss_cls: 1.5640, loss: 1.5640, grad_norm: 3.1199 2022-02-10 02:36:43,588 - mmaction - INFO - Epoch [167][380/940] lr: 4.000e-03, eta: 1 day, 6:51:12, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6232, top5_acc: 0.8211, loss_cls: 1.5832, loss: 1.5832, grad_norm: 3.1626 2022-02-10 02:37:07,239 - mmaction - INFO - Epoch [167][400/940] lr: 4.000e-03, eta: 1 day, 6:50:44, time: 1.183, data_time: 0.061, memory: 9497, top1_acc: 0.6379, top5_acc: 0.8305, loss_cls: 1.5396, loss: 1.5396, grad_norm: 3.1202 2022-02-10 02:37:30,587 - mmaction - INFO - Epoch [167][420/940] lr: 4.000e-03, eta: 1 day, 6:50:16, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.6242, top5_acc: 0.8205, loss_cls: 1.5754, loss: 1.5754, grad_norm: 3.1233 2022-02-10 02:37:54,028 - mmaction - INFO - Epoch [167][440/940] lr: 4.000e-03, eta: 1 day, 6:49:48, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6266, top5_acc: 0.8248, loss_cls: 1.5617, loss: 1.5617, grad_norm: 3.1339 2022-02-10 02:38:17,723 - mmaction - INFO - Epoch [167][460/940] lr: 4.000e-03, eta: 1 day, 6:49:21, time: 1.185, data_time: 0.058, memory: 9497, top1_acc: 0.6266, top5_acc: 0.8201, loss_cls: 1.5730, loss: 1.5730, grad_norm: 3.1661 2022-02-10 02:38:41,261 - mmaction - INFO - Epoch [167][480/940] lr: 4.000e-03, eta: 1 day, 6:48:53, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6240, top5_acc: 0.8242, loss_cls: 1.5892, loss: 1.5892, grad_norm: 3.2418 2022-02-10 02:39:04,737 - mmaction - INFO - Epoch [167][500/940] lr: 4.000e-03, eta: 1 day, 6:48:25, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.5274, loss: 1.5274, grad_norm: 3.1050 2022-02-10 02:39:28,302 - mmaction - INFO - Epoch [167][520/940] lr: 4.000e-03, eta: 1 day, 6:47:57, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6223, top5_acc: 0.8170, loss_cls: 1.6028, loss: 1.6028, grad_norm: 3.2120 2022-02-10 02:39:51,964 - mmaction - INFO - Epoch [167][540/940] lr: 4.000e-03, eta: 1 day, 6:47:29, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.6209, top5_acc: 0.8221, loss_cls: 1.5990, loss: 1.5990, grad_norm: 3.2329 2022-02-10 02:40:15,706 - mmaction - INFO - Epoch [167][560/940] lr: 4.000e-03, eta: 1 day, 6:47:01, time: 1.188, data_time: 0.069, memory: 9497, top1_acc: 0.6301, top5_acc: 0.8281, loss_cls: 1.5529, loss: 1.5529, grad_norm: 3.1357 2022-02-10 02:40:39,279 - mmaction - INFO - Epoch [167][580/940] lr: 4.000e-03, eta: 1 day, 6:46:33, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8309, loss_cls: 1.5210, loss: 1.5210, grad_norm: 3.1740 2022-02-10 02:41:02,758 - mmaction - INFO - Epoch [167][600/940] lr: 4.000e-03, eta: 1 day, 6:46:05, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6230, top5_acc: 0.8217, loss_cls: 1.5912, loss: 1.5912, grad_norm: 3.1514 2022-02-10 02:41:26,262 - mmaction - INFO - Epoch [167][620/940] lr: 4.000e-03, eta: 1 day, 6:45:37, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6225, top5_acc: 0.8295, loss_cls: 1.5723, loss: 1.5723, grad_norm: 3.1707 2022-02-10 02:41:49,674 - mmaction - INFO - Epoch [167][640/940] lr: 4.000e-03, eta: 1 day, 6:45:10, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.6361, top5_acc: 0.8365, loss_cls: 1.5226, loss: 1.5226, grad_norm: 3.1091 2022-02-10 02:42:13,069 - mmaction - INFO - Epoch [167][660/940] lr: 4.000e-03, eta: 1 day, 6:44:42, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.6332, top5_acc: 0.8199, loss_cls: 1.5764, loss: 1.5764, grad_norm: 3.1597 2022-02-10 02:42:36,670 - mmaction - INFO - Epoch [167][680/940] lr: 4.000e-03, eta: 1 day, 6:44:14, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6367, top5_acc: 0.8277, loss_cls: 1.5546, loss: 1.5546, grad_norm: 3.1132 2022-02-10 02:43:00,181 - mmaction - INFO - Epoch [167][700/940] lr: 4.000e-03, eta: 1 day, 6:43:46, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6240, top5_acc: 0.8207, loss_cls: 1.5733, loss: 1.5733, grad_norm: 3.1640 2022-02-10 02:43:23,759 - mmaction - INFO - Epoch [167][720/940] lr: 4.000e-03, eta: 1 day, 6:43:18, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6301, top5_acc: 0.8254, loss_cls: 1.5889, loss: 1.5889, grad_norm: 3.2395 2022-02-10 02:43:47,246 - mmaction - INFO - Epoch [167][740/940] lr: 4.000e-03, eta: 1 day, 6:42:50, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6371, top5_acc: 0.8365, loss_cls: 1.5048, loss: 1.5048, grad_norm: 3.1190 2022-02-10 02:44:10,696 - mmaction - INFO - Epoch [167][760/940] lr: 4.000e-03, eta: 1 day, 6:42:22, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.6430, top5_acc: 0.8354, loss_cls: 1.5121, loss: 1.5121, grad_norm: 3.1482 2022-02-10 02:44:34,197 - mmaction - INFO - Epoch [167][780/940] lr: 4.000e-03, eta: 1 day, 6:41:54, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6287, top5_acc: 0.8232, loss_cls: 1.5725, loss: 1.5725, grad_norm: 3.1764 2022-02-10 02:44:57,635 - mmaction - INFO - Epoch [167][800/940] lr: 4.000e-03, eta: 1 day, 6:41:26, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6361, top5_acc: 0.8301, loss_cls: 1.5412, loss: 1.5412, grad_norm: 3.1392 2022-02-10 02:45:21,136 - mmaction - INFO - Epoch [167][820/940] lr: 4.000e-03, eta: 1 day, 6:40:58, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6279, top5_acc: 0.8225, loss_cls: 1.5764, loss: 1.5764, grad_norm: 3.2030 2022-02-10 02:45:44,674 - mmaction - INFO - Epoch [167][840/940] lr: 4.000e-03, eta: 1 day, 6:40:30, time: 1.177, data_time: 0.067, memory: 9497, top1_acc: 0.6236, top5_acc: 0.8297, loss_cls: 1.5759, loss: 1.5759, grad_norm: 3.2492 2022-02-10 02:46:08,165 - mmaction - INFO - Epoch [167][860/940] lr: 4.000e-03, eta: 1 day, 6:40:03, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6184, top5_acc: 0.8178, loss_cls: 1.6231, loss: 1.6231, grad_norm: 3.2294 2022-02-10 02:46:31,617 - mmaction - INFO - Epoch [167][880/940] lr: 4.000e-03, eta: 1 day, 6:39:35, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6303, top5_acc: 0.8238, loss_cls: 1.5686, loss: 1.5686, grad_norm: 3.1950 2022-02-10 02:46:55,205 - mmaction - INFO - Epoch [167][900/940] lr: 4.000e-03, eta: 1 day, 6:39:07, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6252, top5_acc: 0.8307, loss_cls: 1.5750, loss: 1.5750, grad_norm: 3.1825 2022-02-10 02:47:18,835 - mmaction - INFO - Epoch [167][920/940] lr: 4.000e-03, eta: 1 day, 6:38:39, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6252, top5_acc: 0.8254, loss_cls: 1.5654, loss: 1.5654, grad_norm: 3.1781 2022-02-10 02:47:41,177 - mmaction - INFO - Epoch [167][940/940] lr: 4.000e-03, eta: 1 day, 6:38:10, time: 1.117, data_time: 0.058, memory: 9497, top1_acc: 0.6258, top5_acc: 0.8239, loss_cls: 1.5755, loss: 1.5755, grad_norm: 3.1581 2022-02-10 02:52:11,003 - mmaction - INFO - Epoch [168][20/940] lr: 4.000e-03, eta: 1 day, 6:39:50, time: 13.141, data_time: 8.721, memory: 9497, top1_acc: 0.6145, top5_acc: 0.8111, loss_cls: 1.6471, loss: 1.6471, grad_norm: 3.2459 2022-02-10 02:52:34,104 - mmaction - INFO - Epoch [168][40/940] lr: 4.000e-03, eta: 1 day, 6:39:22, time: 1.163, data_time: 0.052, memory: 9497, top1_acc: 0.6264, top5_acc: 0.8281, loss_cls: 1.5572, loss: 1.5572, grad_norm: 3.1642 2022-02-10 02:52:57,100 - mmaction - INFO - Epoch [168][60/940] lr: 4.000e-03, eta: 1 day, 6:38:54, time: 1.149, data_time: 0.045, memory: 9497, top1_acc: 0.6236, top5_acc: 0.8215, loss_cls: 1.5858, loss: 1.5858, grad_norm: 3.1965 2022-02-10 02:53:20,211 - mmaction - INFO - Epoch [168][80/940] lr: 4.000e-03, eta: 1 day, 6:38:26, time: 1.156, data_time: 0.044, memory: 9497, top1_acc: 0.6293, top5_acc: 0.8344, loss_cls: 1.5332, loss: 1.5332, grad_norm: 3.1279 2022-02-10 02:53:43,662 - mmaction - INFO - Epoch [168][100/940] lr: 4.000e-03, eta: 1 day, 6:37:58, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.6379, top5_acc: 0.8324, loss_cls: 1.5341, loss: 1.5341, grad_norm: 3.1673 2022-02-10 02:54:06,894 - mmaction - INFO - Epoch [168][120/940] lr: 4.000e-03, eta: 1 day, 6:37:30, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.6367, top5_acc: 0.8355, loss_cls: 1.5205, loss: 1.5205, grad_norm: 3.1541 2022-02-10 02:54:30,191 - mmaction - INFO - Epoch [168][140/940] lr: 4.000e-03, eta: 1 day, 6:37:02, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.6336, top5_acc: 0.8326, loss_cls: 1.5201, loss: 1.5201, grad_norm: 3.1253 2022-02-10 02:54:53,510 - mmaction - INFO - Epoch [168][160/940] lr: 4.000e-03, eta: 1 day, 6:36:34, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.6293, top5_acc: 0.8285, loss_cls: 1.5647, loss: 1.5647, grad_norm: 3.2187 2022-02-10 02:55:16,949 - mmaction - INFO - Epoch [168][180/940] lr: 4.000e-03, eta: 1 day, 6:36:06, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8410, loss_cls: 1.4810, loss: 1.4810, grad_norm: 3.1390 2022-02-10 02:55:40,288 - mmaction - INFO - Epoch [168][200/940] lr: 4.000e-03, eta: 1 day, 6:35:38, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.6322, top5_acc: 0.8262, loss_cls: 1.5598, loss: 1.5598, grad_norm: 3.1545 2022-02-10 02:56:03,669 - mmaction - INFO - Epoch [168][220/940] lr: 4.000e-03, eta: 1 day, 6:35:10, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6271, top5_acc: 0.8246, loss_cls: 1.5803, loss: 1.5803, grad_norm: 3.2323 2022-02-10 02:56:27,096 - mmaction - INFO - Epoch [168][240/940] lr: 4.000e-03, eta: 1 day, 6:34:42, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8322, loss_cls: 1.5308, loss: 1.5308, grad_norm: 3.1886 2022-02-10 02:56:50,582 - mmaction - INFO - Epoch [168][260/940] lr: 4.000e-03, eta: 1 day, 6:34:14, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6262, top5_acc: 0.8234, loss_cls: 1.5838, loss: 1.5838, grad_norm: 3.2169 2022-02-10 02:57:14,041 - mmaction - INFO - Epoch [168][280/940] lr: 4.000e-03, eta: 1 day, 6:33:46, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6273, top5_acc: 0.8270, loss_cls: 1.5505, loss: 1.5505, grad_norm: 3.1839 2022-02-10 02:57:37,593 - mmaction - INFO - Epoch [168][300/940] lr: 4.000e-03, eta: 1 day, 6:33:18, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6305, top5_acc: 0.8338, loss_cls: 1.5520, loss: 1.5520, grad_norm: 3.1941 2022-02-10 02:58:01,103 - mmaction - INFO - Epoch [168][320/940] lr: 4.000e-03, eta: 1 day, 6:32:50, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.6330, top5_acc: 0.8281, loss_cls: 1.5737, loss: 1.5737, grad_norm: 3.1849 2022-02-10 02:58:24,545 - mmaction - INFO - Epoch [168][340/940] lr: 4.000e-03, eta: 1 day, 6:32:22, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.6320, top5_acc: 0.8264, loss_cls: 1.5515, loss: 1.5515, grad_norm: 3.1871 2022-02-10 02:58:48,019 - mmaction - INFO - Epoch [168][360/940] lr: 4.000e-03, eta: 1 day, 6:31:54, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6199, top5_acc: 0.8156, loss_cls: 1.5994, loss: 1.5994, grad_norm: 3.1924 2022-02-10 02:59:11,490 - mmaction - INFO - Epoch [168][380/940] lr: 4.000e-03, eta: 1 day, 6:31:26, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6330, top5_acc: 0.8309, loss_cls: 1.5403, loss: 1.5403, grad_norm: 3.1526 2022-02-10 02:59:34,919 - mmaction - INFO - Epoch [168][400/940] lr: 4.000e-03, eta: 1 day, 6:30:58, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.6225, top5_acc: 0.8197, loss_cls: 1.5922, loss: 1.5922, grad_norm: 3.2140 2022-02-10 02:59:58,448 - mmaction - INFO - Epoch [168][420/940] lr: 4.000e-03, eta: 1 day, 6:30:30, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6242, top5_acc: 0.8289, loss_cls: 1.5483, loss: 1.5483, grad_norm: 3.1949 2022-02-10 03:00:21,910 - mmaction - INFO - Epoch [168][440/940] lr: 4.000e-03, eta: 1 day, 6:30:02, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8326, loss_cls: 1.5377, loss: 1.5377, grad_norm: 3.1395 2022-02-10 03:00:45,371 - mmaction - INFO - Epoch [168][460/940] lr: 4.000e-03, eta: 1 day, 6:29:34, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6324, top5_acc: 0.8248, loss_cls: 1.5544, loss: 1.5544, grad_norm: 3.1533 2022-02-10 03:01:08,789 - mmaction - INFO - Epoch [168][480/940] lr: 4.000e-03, eta: 1 day, 6:29:06, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.6250, top5_acc: 0.8285, loss_cls: 1.5786, loss: 1.5786, grad_norm: 3.2285 2022-02-10 03:01:32,349 - mmaction - INFO - Epoch [168][500/940] lr: 4.000e-03, eta: 1 day, 6:28:39, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8307, loss_cls: 1.5446, loss: 1.5446, grad_norm: 3.1302 2022-02-10 03:01:55,928 - mmaction - INFO - Epoch [168][520/940] lr: 4.000e-03, eta: 1 day, 6:28:11, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6209, top5_acc: 0.8201, loss_cls: 1.5837, loss: 1.5837, grad_norm: 3.1937 2022-02-10 03:02:19,625 - mmaction - INFO - Epoch [168][540/940] lr: 4.000e-03, eta: 1 day, 6:27:43, time: 1.185, data_time: 0.055, memory: 9497, top1_acc: 0.6326, top5_acc: 0.8283, loss_cls: 1.5434, loss: 1.5434, grad_norm: 3.1205 2022-02-10 03:02:43,116 - mmaction - INFO - Epoch [168][560/940] lr: 4.000e-03, eta: 1 day, 6:27:15, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6223, top5_acc: 0.8230, loss_cls: 1.6022, loss: 1.6022, grad_norm: 3.2499 2022-02-10 03:03:06,551 - mmaction - INFO - Epoch [168][580/940] lr: 4.000e-03, eta: 1 day, 6:26:47, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.6240, top5_acc: 0.8262, loss_cls: 1.5802, loss: 1.5802, grad_norm: 3.2578 2022-02-10 03:03:30,137 - mmaction - INFO - Epoch [168][600/940] lr: 4.000e-03, eta: 1 day, 6:26:19, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6371, top5_acc: 0.8350, loss_cls: 1.5231, loss: 1.5231, grad_norm: 3.1787 2022-02-10 03:03:53,740 - mmaction - INFO - Epoch [168][620/940] lr: 4.000e-03, eta: 1 day, 6:25:51, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6354, top5_acc: 0.8236, loss_cls: 1.5706, loss: 1.5706, grad_norm: 3.1708 2022-02-10 03:04:17,247 - mmaction - INFO - Epoch [168][640/940] lr: 4.000e-03, eta: 1 day, 6:25:23, time: 1.176, data_time: 0.066, memory: 9497, top1_acc: 0.6443, top5_acc: 0.8369, loss_cls: 1.5015, loss: 1.5015, grad_norm: 3.1576 2022-02-10 03:04:40,766 - mmaction - INFO - Epoch [168][660/940] lr: 4.000e-03, eta: 1 day, 6:24:55, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6426, top5_acc: 0.8344, loss_cls: 1.5336, loss: 1.5336, grad_norm: 3.2250 2022-02-10 03:05:04,305 - mmaction - INFO - Epoch [168][680/940] lr: 4.000e-03, eta: 1 day, 6:24:28, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6297, top5_acc: 0.8217, loss_cls: 1.5792, loss: 1.5792, grad_norm: 3.2112 2022-02-10 03:05:27,847 - mmaction - INFO - Epoch [168][700/940] lr: 4.000e-03, eta: 1 day, 6:24:00, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6248, top5_acc: 0.8266, loss_cls: 1.5530, loss: 1.5530, grad_norm: 3.2567 2022-02-10 03:05:51,469 - mmaction - INFO - Epoch [168][720/940] lr: 4.000e-03, eta: 1 day, 6:23:32, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6357, top5_acc: 0.8342, loss_cls: 1.5346, loss: 1.5346, grad_norm: 3.1867 2022-02-10 03:06:15,034 - mmaction - INFO - Epoch [168][740/940] lr: 4.000e-03, eta: 1 day, 6:23:04, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6369, top5_acc: 0.8346, loss_cls: 1.5299, loss: 1.5299, grad_norm: 3.1980 2022-02-10 03:06:38,387 - mmaction - INFO - Epoch [168][760/940] lr: 4.000e-03, eta: 1 day, 6:22:36, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8273, loss_cls: 1.5340, loss: 1.5340, grad_norm: 3.1832 2022-02-10 03:07:01,889 - mmaction - INFO - Epoch [168][780/940] lr: 4.000e-03, eta: 1 day, 6:22:08, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6180, top5_acc: 0.8162, loss_cls: 1.6186, loss: 1.6186, grad_norm: 3.2463 2022-02-10 03:07:25,479 - mmaction - INFO - Epoch [168][800/940] lr: 4.000e-03, eta: 1 day, 6:21:40, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6328, top5_acc: 0.8262, loss_cls: 1.5585, loss: 1.5585, grad_norm: 3.1935 2022-02-10 03:07:49,047 - mmaction - INFO - Epoch [168][820/940] lr: 4.000e-03, eta: 1 day, 6:21:12, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6256, top5_acc: 0.8217, loss_cls: 1.6030, loss: 1.6030, grad_norm: 3.2449 2022-02-10 03:08:12,561 - mmaction - INFO - Epoch [168][840/940] lr: 4.000e-03, eta: 1 day, 6:20:45, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6342, top5_acc: 0.8309, loss_cls: 1.5384, loss: 1.5384, grad_norm: 3.2004 2022-02-10 03:08:36,068 - mmaction - INFO - Epoch [168][860/940] lr: 4.000e-03, eta: 1 day, 6:20:17, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6303, top5_acc: 0.8281, loss_cls: 1.5749, loss: 1.5749, grad_norm: 3.2025 2022-02-10 03:08:59,666 - mmaction - INFO - Epoch [168][880/940] lr: 4.000e-03, eta: 1 day, 6:19:49, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6221, top5_acc: 0.8143, loss_cls: 1.6272, loss: 1.6272, grad_norm: 3.2165 2022-02-10 03:09:23,414 - mmaction - INFO - Epoch [168][900/940] lr: 4.000e-03, eta: 1 day, 6:19:21, time: 1.188, data_time: 0.059, memory: 9497, top1_acc: 0.6381, top5_acc: 0.8307, loss_cls: 1.5319, loss: 1.5319, grad_norm: 3.1686 2022-02-10 03:09:46,967 - mmaction - INFO - Epoch [168][920/940] lr: 4.000e-03, eta: 1 day, 6:18:53, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6322, top5_acc: 0.8189, loss_cls: 1.5924, loss: 1.5924, grad_norm: 3.2110 2022-02-10 03:10:09,916 - mmaction - INFO - Epoch [168][940/940] lr: 4.000e-03, eta: 1 day, 6:18:25, time: 1.148, data_time: 0.065, memory: 9497, top1_acc: 0.6388, top5_acc: 0.8364, loss_cls: 1.5279, loss: 1.5279, grad_norm: 3.1424 2022-02-10 03:13:13,831 - mmaction - INFO - Epoch [169][20/940] lr: 4.000e-03, eta: 1 day, 6:19:19, time: 8.993, data_time: 7.527, memory: 9497, top1_acc: 0.6340, top5_acc: 0.8287, loss_cls: 1.5189, loss: 1.5189, grad_norm: 3.1484 2022-02-10 03:13:36,889 - mmaction - INFO - Epoch [169][40/940] lr: 4.000e-03, eta: 1 day, 6:18:51, time: 1.154, data_time: 0.048, memory: 9497, top1_acc: 0.6193, top5_acc: 0.8225, loss_cls: 1.5897, loss: 1.5897, grad_norm: 3.2840 2022-02-10 03:14:00,102 - mmaction - INFO - Epoch [169][60/940] lr: 4.000e-03, eta: 1 day, 6:18:23, time: 1.161, data_time: 0.045, memory: 9497, top1_acc: 0.6426, top5_acc: 0.8342, loss_cls: 1.5114, loss: 1.5114, grad_norm: 3.2038 2022-02-10 03:14:23,508 - mmaction - INFO - Epoch [169][80/940] lr: 4.000e-03, eta: 1 day, 6:17:55, time: 1.170, data_time: 0.044, memory: 9497, top1_acc: 0.6281, top5_acc: 0.8283, loss_cls: 1.5546, loss: 1.5546, grad_norm: 3.2531 2022-02-10 03:14:46,771 - mmaction - INFO - Epoch [169][100/940] lr: 4.000e-03, eta: 1 day, 6:17:27, time: 1.163, data_time: 0.042, memory: 9497, top1_acc: 0.6330, top5_acc: 0.8240, loss_cls: 1.5403, loss: 1.5403, grad_norm: 3.2635 2022-02-10 03:15:10,044 - mmaction - INFO - Epoch [169][120/940] lr: 4.000e-03, eta: 1 day, 6:16:59, time: 1.164, data_time: 0.050, memory: 9497, top1_acc: 0.6311, top5_acc: 0.8326, loss_cls: 1.5318, loss: 1.5318, grad_norm: 3.2710 2022-02-10 03:15:33,322 - mmaction - INFO - Epoch [169][140/940] lr: 4.000e-03, eta: 1 day, 6:16:31, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.6299, top5_acc: 0.8174, loss_cls: 1.5653, loss: 1.5653, grad_norm: 3.2173 2022-02-10 03:15:56,675 - mmaction - INFO - Epoch [169][160/940] lr: 4.000e-03, eta: 1 day, 6:16:03, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8289, loss_cls: 1.5345, loss: 1.5345, grad_norm: 3.2367 2022-02-10 03:16:20,015 - mmaction - INFO - Epoch [169][180/940] lr: 4.000e-03, eta: 1 day, 6:15:35, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.6291, top5_acc: 0.8238, loss_cls: 1.5667, loss: 1.5667, grad_norm: 3.2028 2022-02-10 03:16:43,567 - mmaction - INFO - Epoch [169][200/940] lr: 4.000e-03, eta: 1 day, 6:15:07, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6195, top5_acc: 0.8273, loss_cls: 1.5763, loss: 1.5763, grad_norm: 3.2953 2022-02-10 03:17:07,003 - mmaction - INFO - Epoch [169][220/940] lr: 4.000e-03, eta: 1 day, 6:14:39, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6293, top5_acc: 0.8270, loss_cls: 1.5803, loss: 1.5803, grad_norm: 3.2909 2022-02-10 03:17:30,519 - mmaction - INFO - Epoch [169][240/940] lr: 4.000e-03, eta: 1 day, 6:14:11, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5588, loss: 1.5588, grad_norm: 3.2812 2022-02-10 03:17:54,014 - mmaction - INFO - Epoch [169][260/940] lr: 4.000e-03, eta: 1 day, 6:13:43, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.6303, top5_acc: 0.8287, loss_cls: 1.5587, loss: 1.5587, grad_norm: 3.2363 2022-02-10 03:18:17,535 - mmaction - INFO - Epoch [169][280/940] lr: 4.000e-03, eta: 1 day, 6:13:15, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.5256, loss: 1.5256, grad_norm: 3.2146 2022-02-10 03:18:41,006 - mmaction - INFO - Epoch [169][300/940] lr: 4.000e-03, eta: 1 day, 6:12:47, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.6271, top5_acc: 0.8158, loss_cls: 1.5988, loss: 1.5988, grad_norm: 3.2346 2022-02-10 03:19:04,478 - mmaction - INFO - Epoch [169][320/940] lr: 4.000e-03, eta: 1 day, 6:12:19, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6307, top5_acc: 0.8260, loss_cls: 1.5707, loss: 1.5707, grad_norm: 3.2251 2022-02-10 03:19:28,026 - mmaction - INFO - Epoch [169][340/940] lr: 4.000e-03, eta: 1 day, 6:11:52, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6332, top5_acc: 0.8322, loss_cls: 1.5366, loss: 1.5366, grad_norm: 3.2224 2022-02-10 03:19:51,495 - mmaction - INFO - Epoch [169][360/940] lr: 4.000e-03, eta: 1 day, 6:11:24, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6373, top5_acc: 0.8334, loss_cls: 1.5062, loss: 1.5062, grad_norm: 3.0860 2022-02-10 03:20:15,074 - mmaction - INFO - Epoch [169][380/940] lr: 4.000e-03, eta: 1 day, 6:10:56, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6398, top5_acc: 0.8277, loss_cls: 1.5338, loss: 1.5338, grad_norm: 3.2061 2022-02-10 03:20:38,511 - mmaction - INFO - Epoch [169][400/940] lr: 4.000e-03, eta: 1 day, 6:10:28, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6221, top5_acc: 0.8178, loss_cls: 1.5756, loss: 1.5756, grad_norm: 3.2138 2022-02-10 03:21:02,012 - mmaction - INFO - Epoch [169][420/940] lr: 4.000e-03, eta: 1 day, 6:10:00, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6381, top5_acc: 0.8246, loss_cls: 1.5421, loss: 1.5421, grad_norm: 3.1764 2022-02-10 03:21:25,388 - mmaction - INFO - Epoch [169][440/940] lr: 4.000e-03, eta: 1 day, 6:09:32, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.6312, top5_acc: 0.8256, loss_cls: 1.5687, loss: 1.5687, grad_norm: 3.2750 2022-02-10 03:21:48,835 - mmaction - INFO - Epoch [169][460/940] lr: 4.000e-03, eta: 1 day, 6:09:04, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6305, top5_acc: 0.8303, loss_cls: 1.5499, loss: 1.5499, grad_norm: 3.2556 2022-02-10 03:22:12,235 - mmaction - INFO - Epoch [169][480/940] lr: 4.000e-03, eta: 1 day, 6:08:36, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.6295, top5_acc: 0.8250, loss_cls: 1.5826, loss: 1.5826, grad_norm: 3.2387 2022-02-10 03:22:35,802 - mmaction - INFO - Epoch [169][500/940] lr: 4.000e-03, eta: 1 day, 6:08:08, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6189, top5_acc: 0.8207, loss_cls: 1.6036, loss: 1.6036, grad_norm: 3.3443 2022-02-10 03:22:59,184 - mmaction - INFO - Epoch [169][520/940] lr: 4.000e-03, eta: 1 day, 6:07:40, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.6371, top5_acc: 0.8246, loss_cls: 1.5506, loss: 1.5506, grad_norm: 3.1975 2022-02-10 03:23:22,696 - mmaction - INFO - Epoch [169][540/940] lr: 4.000e-03, eta: 1 day, 6:07:12, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6293, top5_acc: 0.8250, loss_cls: 1.5627, loss: 1.5627, grad_norm: 3.2616 2022-02-10 03:23:46,203 - mmaction - INFO - Epoch [169][560/940] lr: 4.000e-03, eta: 1 day, 6:06:45, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6293, top5_acc: 0.8313, loss_cls: 1.5436, loss: 1.5436, grad_norm: 3.2385 2022-02-10 03:24:09,771 - mmaction - INFO - Epoch [169][580/940] lr: 4.000e-03, eta: 1 day, 6:06:17, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6400, top5_acc: 0.8291, loss_cls: 1.5089, loss: 1.5089, grad_norm: 3.1964 2022-02-10 03:24:33,306 - mmaction - INFO - Epoch [169][600/940] lr: 4.000e-03, eta: 1 day, 6:05:49, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8229, loss_cls: 1.5514, loss: 1.5514, grad_norm: 3.1679 2022-02-10 03:24:56,812 - mmaction - INFO - Epoch [169][620/940] lr: 4.000e-03, eta: 1 day, 6:05:21, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6391, top5_acc: 0.8318, loss_cls: 1.5201, loss: 1.5201, grad_norm: 3.1882 2022-02-10 03:25:20,348 - mmaction - INFO - Epoch [169][640/940] lr: 4.000e-03, eta: 1 day, 6:04:53, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6334, top5_acc: 0.8250, loss_cls: 1.5452, loss: 1.5452, grad_norm: 3.2042 2022-02-10 03:25:43,913 - mmaction - INFO - Epoch [169][660/940] lr: 4.000e-03, eta: 1 day, 6:04:25, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6295, top5_acc: 0.8270, loss_cls: 1.5453, loss: 1.5453, grad_norm: 3.2470 2022-02-10 03:26:07,367 - mmaction - INFO - Epoch [169][680/940] lr: 4.000e-03, eta: 1 day, 6:03:57, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6219, top5_acc: 0.8277, loss_cls: 1.5888, loss: 1.5888, grad_norm: 3.2697 2022-02-10 03:26:30,847 - mmaction - INFO - Epoch [169][700/940] lr: 4.000e-03, eta: 1 day, 6:03:29, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.6354, top5_acc: 0.8266, loss_cls: 1.5566, loss: 1.5566, grad_norm: 3.2173 2022-02-10 03:26:54,353 - mmaction - INFO - Epoch [169][720/940] lr: 4.000e-03, eta: 1 day, 6:03:02, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6377, top5_acc: 0.8303, loss_cls: 1.5305, loss: 1.5305, grad_norm: 3.2245 2022-02-10 03:27:17,891 - mmaction - INFO - Epoch [169][740/940] lr: 4.000e-03, eta: 1 day, 6:02:34, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6248, top5_acc: 0.8166, loss_cls: 1.6132, loss: 1.6132, grad_norm: 3.2945 2022-02-10 03:27:41,421 - mmaction - INFO - Epoch [169][760/940] lr: 4.000e-03, eta: 1 day, 6:02:06, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6307, top5_acc: 0.8252, loss_cls: 1.5744, loss: 1.5744, grad_norm: 3.2635 2022-02-10 03:28:05,024 - mmaction - INFO - Epoch [169][780/940] lr: 4.000e-03, eta: 1 day, 6:01:38, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6277, top5_acc: 0.8201, loss_cls: 1.5599, loss: 1.5599, grad_norm: 3.2290 2022-02-10 03:28:28,559 - mmaction - INFO - Epoch [169][800/940] lr: 4.000e-03, eta: 1 day, 6:01:10, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6297, top5_acc: 0.8291, loss_cls: 1.5574, loss: 1.5574, grad_norm: 3.2569 2022-02-10 03:28:52,033 - mmaction - INFO - Epoch [169][820/940] lr: 4.000e-03, eta: 1 day, 6:00:42, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6254, top5_acc: 0.8311, loss_cls: 1.5651, loss: 1.5651, grad_norm: 3.2820 2022-02-10 03:29:15,585 - mmaction - INFO - Epoch [169][840/940] lr: 4.000e-03, eta: 1 day, 6:00:14, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6398, top5_acc: 0.8318, loss_cls: 1.5420, loss: 1.5420, grad_norm: 3.2659 2022-02-10 03:29:39,254 - mmaction - INFO - Epoch [169][860/940] lr: 4.000e-03, eta: 1 day, 5:59:47, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8309, loss_cls: 1.5387, loss: 1.5387, grad_norm: 3.2673 2022-02-10 03:30:02,978 - mmaction - INFO - Epoch [169][880/940] lr: 4.000e-03, eta: 1 day, 5:59:19, time: 1.187, data_time: 0.049, memory: 9497, top1_acc: 0.6254, top5_acc: 0.8277, loss_cls: 1.5639, loss: 1.5639, grad_norm: 3.3222 2022-02-10 03:30:29,346 - mmaction - INFO - Epoch [169][900/940] lr: 4.000e-03, eta: 1 day, 5:58:53, time: 1.318, data_time: 0.056, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8313, loss_cls: 1.5059, loss: 1.5059, grad_norm: 3.1636 2022-02-10 03:30:52,961 - mmaction - INFO - Epoch [169][920/940] lr: 4.000e-03, eta: 1 day, 5:58:25, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6344, top5_acc: 0.8346, loss_cls: 1.5340, loss: 1.5340, grad_norm: 3.2393 2022-02-10 03:31:15,602 - mmaction - INFO - Epoch [169][940/940] lr: 4.000e-03, eta: 1 day, 5:57:56, time: 1.132, data_time: 0.059, memory: 9497, top1_acc: 0.6256, top5_acc: 0.8253, loss_cls: 1.5865, loss: 1.5865, grad_norm: 3.2610 2022-02-10 03:34:12,170 - mmaction - INFO - Epoch [170][20/940] lr: 4.000e-03, eta: 1 day, 5:58:44, time: 8.531, data_time: 7.164, memory: 9497, top1_acc: 0.6373, top5_acc: 0.8242, loss_cls: 1.5519, loss: 1.5519, grad_norm: 3.2084 2022-02-10 03:34:35,258 - mmaction - INFO - Epoch [170][40/940] lr: 4.000e-03, eta: 1 day, 5:58:16, time: 1.154, data_time: 0.045, memory: 9497, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5505, loss: 1.5505, grad_norm: 3.2740 2022-02-10 03:34:58,340 - mmaction - INFO - Epoch [170][60/940] lr: 4.000e-03, eta: 1 day, 5:57:48, time: 1.154, data_time: 0.042, memory: 9497, top1_acc: 0.6342, top5_acc: 0.8297, loss_cls: 1.5528, loss: 1.5528, grad_norm: 3.2434 2022-02-10 03:35:21,579 - mmaction - INFO - Epoch [170][80/940] lr: 4.000e-03, eta: 1 day, 5:57:20, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.6416, top5_acc: 0.8328, loss_cls: 1.5317, loss: 1.5317, grad_norm: 3.2075 2022-02-10 03:35:44,896 - mmaction - INFO - Epoch [170][100/940] lr: 4.000e-03, eta: 1 day, 5:56:52, time: 1.166, data_time: 0.047, memory: 9497, top1_acc: 0.6303, top5_acc: 0.8285, loss_cls: 1.5409, loss: 1.5409, grad_norm: 3.2526 2022-02-10 03:36:08,208 - mmaction - INFO - Epoch [170][120/940] lr: 4.000e-03, eta: 1 day, 5:56:24, time: 1.166, data_time: 0.045, memory: 9497, top1_acc: 0.6348, top5_acc: 0.8361, loss_cls: 1.5341, loss: 1.5341, grad_norm: 3.2536 2022-02-10 03:36:31,598 - mmaction - INFO - Epoch [170][140/940] lr: 4.000e-03, eta: 1 day, 5:55:56, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5566, loss: 1.5566, grad_norm: 3.3204 2022-02-10 03:36:54,922 - mmaction - INFO - Epoch [170][160/940] lr: 4.000e-03, eta: 1 day, 5:55:28, time: 1.166, data_time: 0.044, memory: 9497, top1_acc: 0.6361, top5_acc: 0.8244, loss_cls: 1.5703, loss: 1.5703, grad_norm: 3.2169 2022-02-10 03:37:18,265 - mmaction - INFO - Epoch [170][180/940] lr: 4.000e-03, eta: 1 day, 5:55:00, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.6363, top5_acc: 0.8289, loss_cls: 1.5329, loss: 1.5329, grad_norm: 3.2446 2022-02-10 03:37:41,648 - mmaction - INFO - Epoch [170][200/940] lr: 4.000e-03, eta: 1 day, 5:54:32, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6275, top5_acc: 0.8207, loss_cls: 1.5875, loss: 1.5875, grad_norm: 3.2903 2022-02-10 03:38:05,002 - mmaction - INFO - Epoch [170][220/940] lr: 4.000e-03, eta: 1 day, 5:54:04, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.6283, top5_acc: 0.8418, loss_cls: 1.5321, loss: 1.5321, grad_norm: 3.2762 2022-02-10 03:38:28,393 - mmaction - INFO - Epoch [170][240/940] lr: 4.000e-03, eta: 1 day, 5:53:36, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.6293, top5_acc: 0.8293, loss_cls: 1.5610, loss: 1.5610, grad_norm: 3.2887 2022-02-10 03:38:51,737 - mmaction - INFO - Epoch [170][260/940] lr: 4.000e-03, eta: 1 day, 5:53:08, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.6318, top5_acc: 0.8270, loss_cls: 1.5394, loss: 1.5394, grad_norm: 3.2316 2022-02-10 03:39:15,203 - mmaction - INFO - Epoch [170][280/940] lr: 4.000e-03, eta: 1 day, 5:52:40, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6359, top5_acc: 0.8262, loss_cls: 1.5306, loss: 1.5306, grad_norm: 3.2008 2022-02-10 03:39:38,702 - mmaction - INFO - Epoch [170][300/940] lr: 4.000e-03, eta: 1 day, 5:52:13, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6348, top5_acc: 0.8238, loss_cls: 1.5809, loss: 1.5809, grad_norm: 3.2388 2022-02-10 03:40:02,166 - mmaction - INFO - Epoch [170][320/940] lr: 4.000e-03, eta: 1 day, 5:51:45, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6340, top5_acc: 0.8305, loss_cls: 1.5196, loss: 1.5196, grad_norm: 3.3146 2022-02-10 03:40:25,827 - mmaction - INFO - Epoch [170][340/940] lr: 4.000e-03, eta: 1 day, 5:51:17, time: 1.183, data_time: 0.049, memory: 9497, top1_acc: 0.6330, top5_acc: 0.8238, loss_cls: 1.5558, loss: 1.5558, grad_norm: 3.2456 2022-02-10 03:40:49,343 - mmaction - INFO - Epoch [170][360/940] lr: 4.000e-03, eta: 1 day, 5:50:49, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4946, loss: 1.4946, grad_norm: 3.2017 2022-02-10 03:41:12,789 - mmaction - INFO - Epoch [170][380/940] lr: 4.000e-03, eta: 1 day, 5:50:21, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5285, loss: 1.5285, grad_norm: 3.2668 2022-02-10 03:41:36,247 - mmaction - INFO - Epoch [170][400/940] lr: 4.000e-03, eta: 1 day, 5:49:53, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6266, top5_acc: 0.8199, loss_cls: 1.5548, loss: 1.5548, grad_norm: 3.2769 2022-02-10 03:41:59,715 - mmaction - INFO - Epoch [170][420/940] lr: 4.000e-03, eta: 1 day, 5:49:25, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6258, top5_acc: 0.8303, loss_cls: 1.5507, loss: 1.5507, grad_norm: 3.2868 2022-02-10 03:42:23,320 - mmaction - INFO - Epoch [170][440/940] lr: 4.000e-03, eta: 1 day, 5:48:58, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.5024, loss: 1.5024, grad_norm: 3.2959 2022-02-10 03:42:46,966 - mmaction - INFO - Epoch [170][460/940] lr: 4.000e-03, eta: 1 day, 5:48:30, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6402, top5_acc: 0.8346, loss_cls: 1.5291, loss: 1.5291, grad_norm: 3.2672 2022-02-10 03:43:10,452 - mmaction - INFO - Epoch [170][480/940] lr: 4.000e-03, eta: 1 day, 5:48:02, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.6471, top5_acc: 0.8363, loss_cls: 1.4956, loss: 1.4956, grad_norm: 3.1930 2022-02-10 03:43:34,242 - mmaction - INFO - Epoch [170][500/940] lr: 4.000e-03, eta: 1 day, 5:47:34, time: 1.188, data_time: 0.065, memory: 9497, top1_acc: 0.6330, top5_acc: 0.8250, loss_cls: 1.5541, loss: 1.5541, grad_norm: 3.2392 2022-02-10 03:43:57,795 - mmaction - INFO - Epoch [170][520/940] lr: 4.000e-03, eta: 1 day, 5:47:06, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8344, loss_cls: 1.5530, loss: 1.5530, grad_norm: 3.2585 2022-02-10 03:44:21,487 - mmaction - INFO - Epoch [170][540/940] lr: 4.000e-03, eta: 1 day, 5:46:39, time: 1.185, data_time: 0.050, memory: 9497, top1_acc: 0.6285, top5_acc: 0.8262, loss_cls: 1.5582, loss: 1.5582, grad_norm: 3.1871 2022-02-10 03:44:45,155 - mmaction - INFO - Epoch [170][560/940] lr: 4.000e-03, eta: 1 day, 5:46:11, time: 1.183, data_time: 0.049, memory: 9497, top1_acc: 0.6357, top5_acc: 0.8311, loss_cls: 1.5382, loss: 1.5382, grad_norm: 3.2744 2022-02-10 03:45:08,859 - mmaction - INFO - Epoch [170][580/940] lr: 4.000e-03, eta: 1 day, 5:45:43, time: 1.185, data_time: 0.049, memory: 9497, top1_acc: 0.6240, top5_acc: 0.8143, loss_cls: 1.6186, loss: 1.6186, grad_norm: 3.3403 2022-02-10 03:45:32,462 - mmaction - INFO - Epoch [170][600/940] lr: 4.000e-03, eta: 1 day, 5:45:15, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.6207, top5_acc: 0.8187, loss_cls: 1.5836, loss: 1.5836, grad_norm: 3.3122 2022-02-10 03:45:56,320 - mmaction - INFO - Epoch [170][620/940] lr: 4.000e-03, eta: 1 day, 5:44:48, time: 1.193, data_time: 0.056, memory: 9497, top1_acc: 0.6334, top5_acc: 0.8373, loss_cls: 1.5430, loss: 1.5430, grad_norm: 3.3192 2022-02-10 03:46:19,932 - mmaction - INFO - Epoch [170][640/940] lr: 4.000e-03, eta: 1 day, 5:44:20, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6361, top5_acc: 0.8324, loss_cls: 1.5179, loss: 1.5179, grad_norm: 3.2875 2022-02-10 03:46:43,487 - mmaction - INFO - Epoch [170][660/940] lr: 4.000e-03, eta: 1 day, 5:43:52, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6242, top5_acc: 0.8205, loss_cls: 1.5700, loss: 1.5700, grad_norm: 3.2778 2022-02-10 03:47:06,965 - mmaction - INFO - Epoch [170][680/940] lr: 4.000e-03, eta: 1 day, 5:43:24, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6322, top5_acc: 0.8248, loss_cls: 1.5459, loss: 1.5459, grad_norm: 3.2693 2022-02-10 03:47:30,781 - mmaction - INFO - Epoch [170][700/940] lr: 4.000e-03, eta: 1 day, 5:42:56, time: 1.192, data_time: 0.060, memory: 9497, top1_acc: 0.6354, top5_acc: 0.8359, loss_cls: 1.5412, loss: 1.5412, grad_norm: 3.2912 2022-02-10 03:47:54,309 - mmaction - INFO - Epoch [170][720/940] lr: 4.000e-03, eta: 1 day, 5:42:28, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6346, top5_acc: 0.8295, loss_cls: 1.5582, loss: 1.5582, grad_norm: 3.2664 2022-02-10 03:48:17,919 - mmaction - INFO - Epoch [170][740/940] lr: 4.000e-03, eta: 1 day, 5:42:01, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6234, top5_acc: 0.8254, loss_cls: 1.5557, loss: 1.5557, grad_norm: 3.3075 2022-02-10 03:48:41,548 - mmaction - INFO - Epoch [170][760/940] lr: 4.000e-03, eta: 1 day, 5:41:33, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.6355, top5_acc: 0.8359, loss_cls: 1.5348, loss: 1.5348, grad_norm: 3.2707 2022-02-10 03:49:05,106 - mmaction - INFO - Epoch [170][780/940] lr: 4.000e-03, eta: 1 day, 5:41:05, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6438, top5_acc: 0.8385, loss_cls: 1.4976, loss: 1.4976, grad_norm: 3.2879 2022-02-10 03:49:28,678 - mmaction - INFO - Epoch [170][800/940] lr: 4.000e-03, eta: 1 day, 5:40:37, time: 1.179, data_time: 0.047, memory: 9497, top1_acc: 0.6273, top5_acc: 0.8330, loss_cls: 1.5425, loss: 1.5425, grad_norm: 3.3635 2022-02-10 03:49:52,202 - mmaction - INFO - Epoch [170][820/940] lr: 4.000e-03, eta: 1 day, 5:40:09, time: 1.176, data_time: 0.046, memory: 9497, top1_acc: 0.6324, top5_acc: 0.8250, loss_cls: 1.5603, loss: 1.5603, grad_norm: 3.2864 2022-02-10 03:50:17,421 - mmaction - INFO - Epoch [170][840/940] lr: 4.000e-03, eta: 1 day, 5:39:42, time: 1.261, data_time: 0.049, memory: 9497, top1_acc: 0.6424, top5_acc: 0.8359, loss_cls: 1.4980, loss: 1.4980, grad_norm: 3.2887 2022-02-10 03:50:40,932 - mmaction - INFO - Epoch [170][860/940] lr: 4.000e-03, eta: 1 day, 5:39:15, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6355, top5_acc: 0.8326, loss_cls: 1.5301, loss: 1.5301, grad_norm: 3.2670 2022-02-10 03:51:04,378 - mmaction - INFO - Epoch [170][880/940] lr: 4.000e-03, eta: 1 day, 5:38:47, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.6209, top5_acc: 0.8195, loss_cls: 1.6044, loss: 1.6044, grad_norm: 3.3719 2022-02-10 03:51:28,041 - mmaction - INFO - Epoch [170][900/940] lr: 4.000e-03, eta: 1 day, 5:38:19, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6451, top5_acc: 0.8297, loss_cls: 1.5242, loss: 1.5242, grad_norm: 3.2740 2022-02-10 03:51:51,488 - mmaction - INFO - Epoch [170][920/940] lr: 4.000e-03, eta: 1 day, 5:37:51, time: 1.173, data_time: 0.047, memory: 9497, top1_acc: 0.6387, top5_acc: 0.8338, loss_cls: 1.5328, loss: 1.5328, grad_norm: 3.3049 2022-02-10 03:52:13,890 - mmaction - INFO - Epoch [170][940/940] lr: 4.000e-03, eta: 1 day, 5:37:23, time: 1.120, data_time: 0.062, memory: 9497, top1_acc: 0.6301, top5_acc: 0.8224, loss_cls: 1.5689, loss: 1.5689, grad_norm: 3.2932 2022-02-10 03:52:19,174 - mmaction - INFO - Saving checkpoint at 170 epochs 2022-02-10 03:55:45,631 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 03:55:46,410 - mmaction - INFO - top1_acc 0.6701 top5_acc 0.8728 2022-02-10 03:55:46,410 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 03:55:46,459 - mmaction - INFO - mean_acc 0.6700 2022-02-10 03:55:46,462 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_165.pth was removed 2022-02-10 03:55:48,095 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_170.pth. 2022-02-10 03:55:48,095 - mmaction - INFO - Best top1_acc is 0.6701 at 170 epoch. 2022-02-10 03:55:48,104 - mmaction - INFO - Epoch(val) [170][78] top1_acc: 0.6701, top5_acc: 0.8728, mean_class_accuracy: 0.6700 2022-02-10 03:58:19,170 - mmaction - INFO - Epoch [171][20/940] lr: 4.000e-03, eta: 1 day, 5:37:59, time: 7.552, data_time: 6.263, memory: 9497, top1_acc: 0.6410, top5_acc: 0.8262, loss_cls: 1.5346, loss: 1.5346, grad_norm: 3.2844 2022-02-10 03:58:42,261 - mmaction - INFO - Epoch [171][40/940] lr: 4.000e-03, eta: 1 day, 5:37:31, time: 1.154, data_time: 0.051, memory: 9497, top1_acc: 0.6402, top5_acc: 0.8330, loss_cls: 1.5377, loss: 1.5377, grad_norm: 3.3414 2022-02-10 03:59:05,368 - mmaction - INFO - Epoch [171][60/940] lr: 4.000e-03, eta: 1 day, 5:37:03, time: 1.156, data_time: 0.039, memory: 9497, top1_acc: 0.6424, top5_acc: 0.8266, loss_cls: 1.5204, loss: 1.5204, grad_norm: 3.2659 2022-02-10 03:59:28,480 - mmaction - INFO - Epoch [171][80/940] lr: 4.000e-03, eta: 1 day, 5:36:35, time: 1.156, data_time: 0.041, memory: 9497, top1_acc: 0.6369, top5_acc: 0.8246, loss_cls: 1.5533, loss: 1.5533, grad_norm: 3.2856 2022-02-10 03:59:51,755 - mmaction - INFO - Epoch [171][100/940] lr: 4.000e-03, eta: 1 day, 5:36:07, time: 1.164, data_time: 0.041, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8326, loss_cls: 1.5361, loss: 1.5361, grad_norm: 3.2601 2022-02-10 04:00:15,126 - mmaction - INFO - Epoch [171][120/940] lr: 4.000e-03, eta: 1 day, 5:35:39, time: 1.169, data_time: 0.043, memory: 9497, top1_acc: 0.6219, top5_acc: 0.8262, loss_cls: 1.5930, loss: 1.5930, grad_norm: 3.2883 2022-02-10 04:00:38,482 - mmaction - INFO - Epoch [171][140/940] lr: 4.000e-03, eta: 1 day, 5:35:11, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.6430, top5_acc: 0.8289, loss_cls: 1.5226, loss: 1.5226, grad_norm: 3.2100 2022-02-10 04:01:01,748 - mmaction - INFO - Epoch [171][160/940] lr: 4.000e-03, eta: 1 day, 5:34:43, time: 1.163, data_time: 0.044, memory: 9497, top1_acc: 0.6324, top5_acc: 0.8289, loss_cls: 1.5453, loss: 1.5453, grad_norm: 3.2823 2022-02-10 04:01:25,043 - mmaction - INFO - Epoch [171][180/940] lr: 4.000e-03, eta: 1 day, 5:34:15, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8357, loss_cls: 1.5028, loss: 1.5028, grad_norm: 3.2581 2022-02-10 04:01:48,436 - mmaction - INFO - Epoch [171][200/940] lr: 4.000e-03, eta: 1 day, 5:33:47, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.6322, top5_acc: 0.8277, loss_cls: 1.5507, loss: 1.5507, grad_norm: 3.3235 2022-02-10 04:02:11,809 - mmaction - INFO - Epoch [171][220/940] lr: 4.000e-03, eta: 1 day, 5:33:20, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8305, loss_cls: 1.5259, loss: 1.5259, grad_norm: 3.2373 2022-02-10 04:02:35,192 - mmaction - INFO - Epoch [171][240/940] lr: 4.000e-03, eta: 1 day, 5:32:52, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.6363, top5_acc: 0.8289, loss_cls: 1.5281, loss: 1.5281, grad_norm: 3.3190 2022-02-10 04:02:58,697 - mmaction - INFO - Epoch [171][260/940] lr: 4.000e-03, eta: 1 day, 5:32:24, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6268, top5_acc: 0.8236, loss_cls: 1.5600, loss: 1.5600, grad_norm: 3.2986 2022-02-10 04:03:22,136 - mmaction - INFO - Epoch [171][280/940] lr: 4.000e-03, eta: 1 day, 5:31:56, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.6309, top5_acc: 0.8295, loss_cls: 1.5622, loss: 1.5622, grad_norm: 3.3002 2022-02-10 04:03:45,587 - mmaction - INFO - Epoch [171][300/940] lr: 4.000e-03, eta: 1 day, 5:31:28, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6369, top5_acc: 0.8328, loss_cls: 1.5355, loss: 1.5355, grad_norm: 3.3542 2022-02-10 04:04:09,074 - mmaction - INFO - Epoch [171][320/940] lr: 4.000e-03, eta: 1 day, 5:31:00, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6328, top5_acc: 0.8301, loss_cls: 1.5266, loss: 1.5266, grad_norm: 3.3161 2022-02-10 04:04:32,602 - mmaction - INFO - Epoch [171][340/940] lr: 4.000e-03, eta: 1 day, 5:30:32, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6223, top5_acc: 0.8236, loss_cls: 1.5751, loss: 1.5751, grad_norm: 3.3335 2022-02-10 04:04:56,082 - mmaction - INFO - Epoch [171][360/940] lr: 4.000e-03, eta: 1 day, 5:30:04, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.6322, top5_acc: 0.8320, loss_cls: 1.5359, loss: 1.5359, grad_norm: 3.2649 2022-02-10 04:05:19,647 - mmaction - INFO - Epoch [171][380/940] lr: 4.000e-03, eta: 1 day, 5:29:37, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6410, top5_acc: 0.8342, loss_cls: 1.5093, loss: 1.5093, grad_norm: 3.2680 2022-02-10 04:05:43,218 - mmaction - INFO - Epoch [171][400/940] lr: 4.000e-03, eta: 1 day, 5:29:09, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6373, top5_acc: 0.8256, loss_cls: 1.5622, loss: 1.5622, grad_norm: 3.3113 2022-02-10 04:06:06,780 - mmaction - INFO - Epoch [171][420/940] lr: 4.000e-03, eta: 1 day, 5:28:41, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6316, top5_acc: 0.8279, loss_cls: 1.5757, loss: 1.5757, grad_norm: 3.3680 2022-02-10 04:06:30,299 - mmaction - INFO - Epoch [171][440/940] lr: 4.000e-03, eta: 1 day, 5:28:13, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6258, top5_acc: 0.8273, loss_cls: 1.5503, loss: 1.5503, grad_norm: 3.3207 2022-02-10 04:06:53,760 - mmaction - INFO - Epoch [171][460/940] lr: 4.000e-03, eta: 1 day, 5:27:45, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6436, top5_acc: 0.8379, loss_cls: 1.4975, loss: 1.4975, grad_norm: 3.2866 2022-02-10 04:07:17,238 - mmaction - INFO - Epoch [171][480/940] lr: 4.000e-03, eta: 1 day, 5:27:18, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.6307, top5_acc: 0.8227, loss_cls: 1.5788, loss: 1.5788, grad_norm: 3.3388 2022-02-10 04:07:40,788 - mmaction - INFO - Epoch [171][500/940] lr: 4.000e-03, eta: 1 day, 5:26:50, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8336, loss_cls: 1.5331, loss: 1.5331, grad_norm: 3.3017 2022-02-10 04:08:04,277 - mmaction - INFO - Epoch [171][520/940] lr: 4.000e-03, eta: 1 day, 5:26:22, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6348, top5_acc: 0.8342, loss_cls: 1.5043, loss: 1.5043, grad_norm: 3.2679 2022-02-10 04:08:27,920 - mmaction - INFO - Epoch [171][540/940] lr: 4.000e-03, eta: 1 day, 5:25:54, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.6379, top5_acc: 0.8309, loss_cls: 1.5600, loss: 1.5600, grad_norm: 3.3148 2022-02-10 04:08:51,440 - mmaction - INFO - Epoch [171][560/940] lr: 4.000e-03, eta: 1 day, 5:25:26, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6549, top5_acc: 0.8346, loss_cls: 1.5071, loss: 1.5071, grad_norm: 3.2691 2022-02-10 04:09:15,124 - mmaction - INFO - Epoch [171][580/940] lr: 4.000e-03, eta: 1 day, 5:24:59, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.6369, top5_acc: 0.8318, loss_cls: 1.5128, loss: 1.5128, grad_norm: 3.2662 2022-02-10 04:09:38,686 - mmaction - INFO - Epoch [171][600/940] lr: 4.000e-03, eta: 1 day, 5:24:31, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6357, top5_acc: 0.8232, loss_cls: 1.5540, loss: 1.5540, grad_norm: 3.3097 2022-02-10 04:10:02,170 - mmaction - INFO - Epoch [171][620/940] lr: 4.000e-03, eta: 1 day, 5:24:03, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5360, loss: 1.5360, grad_norm: 3.3360 2022-02-10 04:10:25,635 - mmaction - INFO - Epoch [171][640/940] lr: 4.000e-03, eta: 1 day, 5:23:35, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6297, top5_acc: 0.8232, loss_cls: 1.5623, loss: 1.5623, grad_norm: 3.3453 2022-02-10 04:10:49,264 - mmaction - INFO - Epoch [171][660/940] lr: 4.000e-03, eta: 1 day, 5:23:07, time: 1.182, data_time: 0.063, memory: 9497, top1_acc: 0.6246, top5_acc: 0.8172, loss_cls: 1.5892, loss: 1.5892, grad_norm: 3.3309 2022-02-10 04:11:12,810 - mmaction - INFO - Epoch [171][680/940] lr: 4.000e-03, eta: 1 day, 5:22:39, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6311, top5_acc: 0.8258, loss_cls: 1.5699, loss: 1.5699, grad_norm: 3.2887 2022-02-10 04:11:36,396 - mmaction - INFO - Epoch [171][700/940] lr: 4.000e-03, eta: 1 day, 5:22:12, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.6354, top5_acc: 0.8283, loss_cls: 1.5339, loss: 1.5339, grad_norm: 3.3237 2022-02-10 04:11:59,943 - mmaction - INFO - Epoch [171][720/940] lr: 4.000e-03, eta: 1 day, 5:21:44, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8295, loss_cls: 1.5364, loss: 1.5364, grad_norm: 3.2934 2022-02-10 04:12:23,472 - mmaction - INFO - Epoch [171][740/940] lr: 4.000e-03, eta: 1 day, 5:21:16, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6406, top5_acc: 0.8254, loss_cls: 1.5474, loss: 1.5474, grad_norm: 3.2936 2022-02-10 04:12:46,974 - mmaction - INFO - Epoch [171][760/940] lr: 4.000e-03, eta: 1 day, 5:20:48, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.6367, top5_acc: 0.8311, loss_cls: 1.5190, loss: 1.5190, grad_norm: 3.2848 2022-02-10 04:13:10,491 - mmaction - INFO - Epoch [171][780/940] lr: 4.000e-03, eta: 1 day, 5:20:20, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6305, top5_acc: 0.8281, loss_cls: 1.5467, loss: 1.5467, grad_norm: 3.2922 2022-02-10 04:13:33,916 - mmaction - INFO - Epoch [171][800/940] lr: 4.000e-03, eta: 1 day, 5:19:53, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.6379, top5_acc: 0.8383, loss_cls: 1.5145, loss: 1.5145, grad_norm: 3.2279 2022-02-10 04:13:57,611 - mmaction - INFO - Epoch [171][820/940] lr: 4.000e-03, eta: 1 day, 5:19:25, time: 1.185, data_time: 0.058, memory: 9497, top1_acc: 0.6234, top5_acc: 0.8248, loss_cls: 1.5922, loss: 1.5922, grad_norm: 3.3749 2022-02-10 04:14:21,248 - mmaction - INFO - Epoch [171][840/940] lr: 4.000e-03, eta: 1 day, 5:18:57, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6410, top5_acc: 0.8324, loss_cls: 1.5202, loss: 1.5202, grad_norm: 3.3049 2022-02-10 04:14:44,899 - mmaction - INFO - Epoch [171][860/940] lr: 4.000e-03, eta: 1 day, 5:18:29, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.5299, loss: 1.5299, grad_norm: 3.3203 2022-02-10 04:15:08,390 - mmaction - INFO - Epoch [171][880/940] lr: 4.000e-03, eta: 1 day, 5:18:01, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6293, top5_acc: 0.8264, loss_cls: 1.5620, loss: 1.5620, grad_norm: 3.3107 2022-02-10 04:15:31,992 - mmaction - INFO - Epoch [171][900/940] lr: 4.000e-03, eta: 1 day, 5:17:34, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6438, top5_acc: 0.8338, loss_cls: 1.5249, loss: 1.5249, grad_norm: 3.2717 2022-02-10 04:15:55,689 - mmaction - INFO - Epoch [171][920/940] lr: 4.000e-03, eta: 1 day, 5:17:06, time: 1.185, data_time: 0.057, memory: 9497, top1_acc: 0.6281, top5_acc: 0.8252, loss_cls: 1.5530, loss: 1.5530, grad_norm: 3.3893 2022-02-10 04:16:18,149 - mmaction - INFO - Epoch [171][940/940] lr: 4.000e-03, eta: 1 day, 5:16:38, time: 1.124, data_time: 0.059, memory: 9497, top1_acc: 0.6349, top5_acc: 0.8324, loss_cls: 1.5171, loss: 1.5171, grad_norm: 3.3280 2022-02-10 04:19:57,381 - mmaction - INFO - Epoch [172][20/940] lr: 4.000e-03, eta: 1 day, 5:17:42, time: 10.475, data_time: 9.333, memory: 9497, top1_acc: 0.6260, top5_acc: 0.8199, loss_cls: 1.6028, loss: 1.6028, grad_norm: 3.3462 2022-02-10 04:20:20,444 - mmaction - INFO - Epoch [172][40/940] lr: 4.000e-03, eta: 1 day, 5:17:14, time: 1.154, data_time: 0.052, memory: 9497, top1_acc: 0.6371, top5_acc: 0.8289, loss_cls: 1.5469, loss: 1.5469, grad_norm: 3.2715 2022-02-10 04:20:43,734 - mmaction - INFO - Epoch [172][60/940] lr: 4.000e-03, eta: 1 day, 5:16:46, time: 1.164, data_time: 0.046, memory: 9497, top1_acc: 0.6275, top5_acc: 0.8314, loss_cls: 1.5468, loss: 1.5468, grad_norm: 3.3751 2022-02-10 04:21:07,042 - mmaction - INFO - Epoch [172][80/940] lr: 4.000e-03, eta: 1 day, 5:16:18, time: 1.165, data_time: 0.043, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8381, loss_cls: 1.4894, loss: 1.4894, grad_norm: 3.2619 2022-02-10 04:21:30,477 - mmaction - INFO - Epoch [172][100/940] lr: 4.000e-03, eta: 1 day, 5:15:50, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6436, top5_acc: 0.8305, loss_cls: 1.5244, loss: 1.5244, grad_norm: 3.3282 2022-02-10 04:21:53,860 - mmaction - INFO - Epoch [172][120/940] lr: 4.000e-03, eta: 1 day, 5:15:23, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6389, top5_acc: 0.8346, loss_cls: 1.5149, loss: 1.5149, grad_norm: 3.2816 2022-02-10 04:22:17,153 - mmaction - INFO - Epoch [172][140/940] lr: 4.000e-03, eta: 1 day, 5:14:55, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.6346, top5_acc: 0.8352, loss_cls: 1.5094, loss: 1.5094, grad_norm: 3.3889 2022-02-10 04:22:40,614 - mmaction - INFO - Epoch [172][160/940] lr: 4.000e-03, eta: 1 day, 5:14:27, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6344, top5_acc: 0.8316, loss_cls: 1.5453, loss: 1.5453, grad_norm: 3.3349 2022-02-10 04:23:04,033 - mmaction - INFO - Epoch [172][180/940] lr: 4.000e-03, eta: 1 day, 5:13:59, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.6268, top5_acc: 0.8260, loss_cls: 1.5483, loss: 1.5483, grad_norm: 3.3215 2022-02-10 04:23:27,448 - mmaction - INFO - Epoch [172][200/940] lr: 4.000e-03, eta: 1 day, 5:13:31, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6406, top5_acc: 0.8270, loss_cls: 1.5379, loss: 1.5379, grad_norm: 3.2994 2022-02-10 04:23:50,907 - mmaction - INFO - Epoch [172][220/940] lr: 4.000e-03, eta: 1 day, 5:13:03, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8250, loss_cls: 1.5578, loss: 1.5578, grad_norm: 3.3311 2022-02-10 04:24:14,428 - mmaction - INFO - Epoch [172][240/940] lr: 4.000e-03, eta: 1 day, 5:12:35, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6338, top5_acc: 0.8289, loss_cls: 1.5605, loss: 1.5605, grad_norm: 3.3192 2022-02-10 04:24:37,843 - mmaction - INFO - Epoch [172][260/940] lr: 4.000e-03, eta: 1 day, 5:12:07, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8354, loss_cls: 1.5440, loss: 1.5440, grad_norm: 3.3335 2022-02-10 04:25:01,466 - mmaction - INFO - Epoch [172][280/940] lr: 4.000e-03, eta: 1 day, 5:11:40, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.4937, loss: 1.4937, grad_norm: 3.2869 2022-02-10 04:25:24,980 - mmaction - INFO - Epoch [172][300/940] lr: 4.000e-03, eta: 1 day, 5:11:12, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.6271, top5_acc: 0.8303, loss_cls: 1.5535, loss: 1.5535, grad_norm: 3.3519 2022-02-10 04:25:48,488 - mmaction - INFO - Epoch [172][320/940] lr: 4.000e-03, eta: 1 day, 5:10:44, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8314, loss_cls: 1.5214, loss: 1.5214, grad_norm: 3.2982 2022-02-10 04:26:12,032 - mmaction - INFO - Epoch [172][340/940] lr: 4.000e-03, eta: 1 day, 5:10:16, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6363, top5_acc: 0.8254, loss_cls: 1.5492, loss: 1.5492, grad_norm: 3.3295 2022-02-10 04:26:35,559 - mmaction - INFO - Epoch [172][360/940] lr: 4.000e-03, eta: 1 day, 5:09:48, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8354, loss_cls: 1.5005, loss: 1.5005, grad_norm: 3.2630 2022-02-10 04:26:58,985 - mmaction - INFO - Epoch [172][380/940] lr: 4.000e-03, eta: 1 day, 5:09:20, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.6326, top5_acc: 0.8273, loss_cls: 1.5431, loss: 1.5431, grad_norm: 3.3646 2022-02-10 04:27:22,492 - mmaction - INFO - Epoch [172][400/940] lr: 4.000e-03, eta: 1 day, 5:08:53, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6283, top5_acc: 0.8330, loss_cls: 1.5114, loss: 1.5114, grad_norm: 3.3338 2022-02-10 04:27:46,011 - mmaction - INFO - Epoch [172][420/940] lr: 4.000e-03, eta: 1 day, 5:08:25, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6414, top5_acc: 0.8277, loss_cls: 1.5125, loss: 1.5125, grad_norm: 3.3028 2022-02-10 04:28:09,652 - mmaction - INFO - Epoch [172][440/940] lr: 4.000e-03, eta: 1 day, 5:07:57, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6416, top5_acc: 0.8381, loss_cls: 1.5062, loss: 1.5062, grad_norm: 3.3383 2022-02-10 04:28:33,057 - mmaction - INFO - Epoch [172][460/940] lr: 4.000e-03, eta: 1 day, 5:07:29, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.6439, top5_acc: 0.8283, loss_cls: 1.5127, loss: 1.5127, grad_norm: 3.2444 2022-02-10 04:28:56,527 - mmaction - INFO - Epoch [172][480/940] lr: 4.000e-03, eta: 1 day, 5:07:01, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6361, top5_acc: 0.8328, loss_cls: 1.5349, loss: 1.5349, grad_norm: 3.3349 2022-02-10 04:29:20,081 - mmaction - INFO - Epoch [172][500/940] lr: 4.000e-03, eta: 1 day, 5:06:34, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6334, top5_acc: 0.8271, loss_cls: 1.5549, loss: 1.5549, grad_norm: 3.3276 2022-02-10 04:29:43,604 - mmaction - INFO - Epoch [172][520/940] lr: 4.000e-03, eta: 1 day, 5:06:06, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6373, top5_acc: 0.8404, loss_cls: 1.4923, loss: 1.4923, grad_norm: 3.3169 2022-02-10 04:30:07,164 - mmaction - INFO - Epoch [172][540/940] lr: 4.000e-03, eta: 1 day, 5:05:38, time: 1.178, data_time: 0.045, memory: 9497, top1_acc: 0.6420, top5_acc: 0.8307, loss_cls: 1.5403, loss: 1.5403, grad_norm: 3.3785 2022-02-10 04:30:30,836 - mmaction - INFO - Epoch [172][560/940] lr: 4.000e-03, eta: 1 day, 5:05:10, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.6342, top5_acc: 0.8291, loss_cls: 1.5229, loss: 1.5229, grad_norm: 3.2907 2022-02-10 04:30:54,427 - mmaction - INFO - Epoch [172][580/940] lr: 4.000e-03, eta: 1 day, 5:04:42, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6314, top5_acc: 0.8301, loss_cls: 1.5345, loss: 1.5345, grad_norm: 3.3048 2022-02-10 04:31:17,920 - mmaction - INFO - Epoch [172][600/940] lr: 4.000e-03, eta: 1 day, 5:04:15, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8428, loss_cls: 1.4846, loss: 1.4846, grad_norm: 3.2505 2022-02-10 04:31:41,584 - mmaction - INFO - Epoch [172][620/940] lr: 4.000e-03, eta: 1 day, 5:03:47, time: 1.183, data_time: 0.062, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8299, loss_cls: 1.5261, loss: 1.5261, grad_norm: 3.3294 2022-02-10 04:32:05,348 - mmaction - INFO - Epoch [172][640/940] lr: 4.000e-03, eta: 1 day, 5:03:19, time: 1.188, data_time: 0.060, memory: 9497, top1_acc: 0.6318, top5_acc: 0.8215, loss_cls: 1.5559, loss: 1.5559, grad_norm: 3.2848 2022-02-10 04:32:29,053 - mmaction - INFO - Epoch [172][660/940] lr: 4.000e-03, eta: 1 day, 5:02:52, time: 1.185, data_time: 0.052, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8344, loss_cls: 1.4955, loss: 1.4955, grad_norm: 3.3333 2022-02-10 04:32:52,868 - mmaction - INFO - Epoch [172][680/940] lr: 4.000e-03, eta: 1 day, 5:02:24, time: 1.191, data_time: 0.053, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8295, loss_cls: 1.5202, loss: 1.5202, grad_norm: 3.3236 2022-02-10 04:33:16,434 - mmaction - INFO - Epoch [172][700/940] lr: 4.000e-03, eta: 1 day, 5:01:56, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6340, top5_acc: 0.8262, loss_cls: 1.5441, loss: 1.5441, grad_norm: 3.3530 2022-02-10 04:33:39,976 - mmaction - INFO - Epoch [172][720/940] lr: 4.000e-03, eta: 1 day, 5:01:28, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6316, top5_acc: 0.8207, loss_cls: 1.5880, loss: 1.5880, grad_norm: 3.3609 2022-02-10 04:34:03,634 - mmaction - INFO - Epoch [172][740/940] lr: 4.000e-03, eta: 1 day, 5:01:01, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.6363, top5_acc: 0.8369, loss_cls: 1.5197, loss: 1.5197, grad_norm: 3.3554 2022-02-10 04:34:27,258 - mmaction - INFO - Epoch [172][760/940] lr: 4.000e-03, eta: 1 day, 5:00:33, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6434, top5_acc: 0.8389, loss_cls: 1.5170, loss: 1.5170, grad_norm: 3.3254 2022-02-10 04:34:50,860 - mmaction - INFO - Epoch [172][780/940] lr: 4.000e-03, eta: 1 day, 5:00:05, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.6377, top5_acc: 0.8375, loss_cls: 1.5045, loss: 1.5045, grad_norm: 3.3291 2022-02-10 04:35:14,398 - mmaction - INFO - Epoch [172][800/940] lr: 4.000e-03, eta: 1 day, 4:59:37, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.6277, top5_acc: 0.8299, loss_cls: 1.5490, loss: 1.5490, grad_norm: 3.3935 2022-02-10 04:35:37,870 - mmaction - INFO - Epoch [172][820/940] lr: 4.000e-03, eta: 1 day, 4:59:09, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.6281, top5_acc: 0.8258, loss_cls: 1.5818, loss: 1.5818, grad_norm: 3.4000 2022-02-10 04:36:01,567 - mmaction - INFO - Epoch [172][840/940] lr: 4.000e-03, eta: 1 day, 4:58:42, time: 1.185, data_time: 0.049, memory: 9497, top1_acc: 0.6318, top5_acc: 0.8285, loss_cls: 1.5389, loss: 1.5389, grad_norm: 3.3670 2022-02-10 04:36:25,218 - mmaction - INFO - Epoch [172][860/940] lr: 4.000e-03, eta: 1 day, 4:58:14, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.6307, top5_acc: 0.8363, loss_cls: 1.5340, loss: 1.5340, grad_norm: 3.3515 2022-02-10 04:36:48,835 - mmaction - INFO - Epoch [172][880/940] lr: 4.000e-03, eta: 1 day, 4:57:46, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6307, top5_acc: 0.8234, loss_cls: 1.5744, loss: 1.5744, grad_norm: 3.3810 2022-02-10 04:37:12,525 - mmaction - INFO - Epoch [172][900/940] lr: 4.000e-03, eta: 1 day, 4:57:19, time: 1.184, data_time: 0.061, memory: 9497, top1_acc: 0.6270, top5_acc: 0.8250, loss_cls: 1.5788, loss: 1.5788, grad_norm: 3.3613 2022-02-10 04:37:36,049 - mmaction - INFO - Epoch [172][920/940] lr: 4.000e-03, eta: 1 day, 4:56:51, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6406, top5_acc: 0.8295, loss_cls: 1.5244, loss: 1.5244, grad_norm: 3.2976 2022-02-10 04:37:58,402 - mmaction - INFO - Epoch [172][940/940] lr: 4.000e-03, eta: 1 day, 4:56:22, time: 1.118, data_time: 0.065, memory: 9497, top1_acc: 0.6386, top5_acc: 0.8247, loss_cls: 1.5609, loss: 1.5609, grad_norm: 3.3993 2022-02-10 04:41:33,286 - mmaction - INFO - Epoch [173][20/940] lr: 4.000e-03, eta: 1 day, 4:57:25, time: 10.453, data_time: 8.959, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8334, loss_cls: 1.4983, loss: 1.4983, grad_norm: 3.3196 2022-02-10 04:41:56,203 - mmaction - INFO - Epoch [173][40/940] lr: 4.000e-03, eta: 1 day, 4:56:57, time: 1.146, data_time: 0.043, memory: 9497, top1_acc: 0.6383, top5_acc: 0.8289, loss_cls: 1.5534, loss: 1.5534, grad_norm: 3.3262 2022-02-10 04:42:19,202 - mmaction - INFO - Epoch [173][60/940] lr: 4.000e-03, eta: 1 day, 4:56:29, time: 1.150, data_time: 0.042, memory: 9497, top1_acc: 0.6338, top5_acc: 0.8320, loss_cls: 1.5325, loss: 1.5325, grad_norm: 3.4197 2022-02-10 04:42:42,252 - mmaction - INFO - Epoch [173][80/940] lr: 4.000e-03, eta: 1 day, 4:56:01, time: 1.153, data_time: 0.044, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8350, loss_cls: 1.5098, loss: 1.5098, grad_norm: 3.4060 2022-02-10 04:43:05,560 - mmaction - INFO - Epoch [173][100/940] lr: 4.000e-03, eta: 1 day, 4:55:33, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.6393, top5_acc: 0.8352, loss_cls: 1.5146, loss: 1.5146, grad_norm: 3.3413 2022-02-10 04:43:28,855 - mmaction - INFO - Epoch [173][120/940] lr: 4.000e-03, eta: 1 day, 4:55:05, time: 1.165, data_time: 0.045, memory: 9497, top1_acc: 0.6555, top5_acc: 0.8352, loss_cls: 1.4942, loss: 1.4942, grad_norm: 3.2965 2022-02-10 04:43:52,080 - mmaction - INFO - Epoch [173][140/940] lr: 4.000e-03, eta: 1 day, 4:54:37, time: 1.161, data_time: 0.050, memory: 9497, top1_acc: 0.6354, top5_acc: 0.8268, loss_cls: 1.5328, loss: 1.5328, grad_norm: 3.3400 2022-02-10 04:44:15,310 - mmaction - INFO - Epoch [173][160/940] lr: 4.000e-03, eta: 1 day, 4:54:09, time: 1.161, data_time: 0.052, memory: 9497, top1_acc: 0.6463, top5_acc: 0.8375, loss_cls: 1.4802, loss: 1.4802, grad_norm: 3.2754 2022-02-10 04:44:38,531 - mmaction - INFO - Epoch [173][180/940] lr: 4.000e-03, eta: 1 day, 4:53:41, time: 1.161, data_time: 0.046, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8326, loss_cls: 1.5296, loss: 1.5296, grad_norm: 3.3400 2022-02-10 04:45:01,778 - mmaction - INFO - Epoch [173][200/940] lr: 4.000e-03, eta: 1 day, 4:53:13, time: 1.162, data_time: 0.050, memory: 9497, top1_acc: 0.6322, top5_acc: 0.8268, loss_cls: 1.5582, loss: 1.5582, grad_norm: 3.3596 2022-02-10 04:45:25,110 - mmaction - INFO - Epoch [173][220/940] lr: 4.000e-03, eta: 1 day, 4:52:45, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.6479, top5_acc: 0.8293, loss_cls: 1.5133, loss: 1.5133, grad_norm: 3.2911 2022-02-10 04:45:48,460 - mmaction - INFO - Epoch [173][240/940] lr: 4.000e-03, eta: 1 day, 4:52:17, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.6326, top5_acc: 0.8271, loss_cls: 1.5444, loss: 1.5444, grad_norm: 3.3948 2022-02-10 04:46:11,873 - mmaction - INFO - Epoch [173][260/940] lr: 4.000e-03, eta: 1 day, 4:51:50, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8277, loss_cls: 1.5456, loss: 1.5456, grad_norm: 3.3673 2022-02-10 04:46:35,217 - mmaction - INFO - Epoch [173][280/940] lr: 4.000e-03, eta: 1 day, 4:51:22, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.6463, top5_acc: 0.8410, loss_cls: 1.4870, loss: 1.4870, grad_norm: 3.2910 2022-02-10 04:46:58,746 - mmaction - INFO - Epoch [173][300/940] lr: 4.000e-03, eta: 1 day, 4:50:54, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6348, top5_acc: 0.8385, loss_cls: 1.5299, loss: 1.5299, grad_norm: 3.3666 2022-02-10 04:47:22,266 - mmaction - INFO - Epoch [173][320/940] lr: 4.000e-03, eta: 1 day, 4:50:26, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.6447, top5_acc: 0.8309, loss_cls: 1.5221, loss: 1.5221, grad_norm: 3.3385 2022-02-10 04:47:45,861 - mmaction - INFO - Epoch [173][340/940] lr: 4.000e-03, eta: 1 day, 4:49:58, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6309, top5_acc: 0.8223, loss_cls: 1.5634, loss: 1.5634, grad_norm: 3.3849 2022-02-10 04:48:09,489 - mmaction - INFO - Epoch [173][360/940] lr: 4.000e-03, eta: 1 day, 4:49:31, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.6320, top5_acc: 0.8324, loss_cls: 1.5393, loss: 1.5393, grad_norm: 3.3688 2022-02-10 04:48:33,102 - mmaction - INFO - Epoch [173][380/940] lr: 4.000e-03, eta: 1 day, 4:49:03, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.6389, top5_acc: 0.8313, loss_cls: 1.5261, loss: 1.5261, grad_norm: 3.3427 2022-02-10 04:48:56,683 - mmaction - INFO - Epoch [173][400/940] lr: 4.000e-03, eta: 1 day, 4:48:35, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6346, top5_acc: 0.8324, loss_cls: 1.5294, loss: 1.5294, grad_norm: 3.3617 2022-02-10 04:49:20,245 - mmaction - INFO - Epoch [173][420/940] lr: 4.000e-03, eta: 1 day, 4:48:07, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6295, top5_acc: 0.8225, loss_cls: 1.5459, loss: 1.5459, grad_norm: 3.3876 2022-02-10 04:49:43,963 - mmaction - INFO - Epoch [173][440/940] lr: 4.000e-03, eta: 1 day, 4:47:40, time: 1.186, data_time: 0.053, memory: 9497, top1_acc: 0.6434, top5_acc: 0.8430, loss_cls: 1.4838, loss: 1.4838, grad_norm: 3.3795 2022-02-10 04:50:07,499 - mmaction - INFO - Epoch [173][460/940] lr: 4.000e-03, eta: 1 day, 4:47:12, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8342, loss_cls: 1.5001, loss: 1.5001, grad_norm: 3.3398 2022-02-10 04:50:31,040 - mmaction - INFO - Epoch [173][480/940] lr: 4.000e-03, eta: 1 day, 4:46:44, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6256, top5_acc: 0.8258, loss_cls: 1.5845, loss: 1.5845, grad_norm: 3.4408 2022-02-10 04:50:54,622 - mmaction - INFO - Epoch [173][500/940] lr: 4.000e-03, eta: 1 day, 4:46:16, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8340, loss_cls: 1.5296, loss: 1.5296, grad_norm: 3.3626 2022-02-10 04:51:18,188 - mmaction - INFO - Epoch [173][520/940] lr: 4.000e-03, eta: 1 day, 4:45:48, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6461, top5_acc: 0.8363, loss_cls: 1.4928, loss: 1.4928, grad_norm: 3.3052 2022-02-10 04:51:41,769 - mmaction - INFO - Epoch [173][540/940] lr: 4.000e-03, eta: 1 day, 4:45:21, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6299, top5_acc: 0.8303, loss_cls: 1.5310, loss: 1.5310, grad_norm: 3.3783 2022-02-10 04:52:05,258 - mmaction - INFO - Epoch [173][560/940] lr: 4.000e-03, eta: 1 day, 4:44:53, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6461, top5_acc: 0.8332, loss_cls: 1.4956, loss: 1.4956, grad_norm: 3.3463 2022-02-10 04:52:28,836 - mmaction - INFO - Epoch [173][580/940] lr: 4.000e-03, eta: 1 day, 4:44:25, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8313, loss_cls: 1.5542, loss: 1.5542, grad_norm: 3.4235 2022-02-10 04:52:52,356 - mmaction - INFO - Epoch [173][600/940] lr: 4.000e-03, eta: 1 day, 4:43:57, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6367, top5_acc: 0.8277, loss_cls: 1.5394, loss: 1.5394, grad_norm: 3.3388 2022-02-10 04:53:15,865 - mmaction - INFO - Epoch [173][620/940] lr: 4.000e-03, eta: 1 day, 4:43:30, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6369, top5_acc: 0.8332, loss_cls: 1.5229, loss: 1.5229, grad_norm: 3.3436 2022-02-10 04:53:39,323 - mmaction - INFO - Epoch [173][640/940] lr: 4.000e-03, eta: 1 day, 4:43:02, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6391, top5_acc: 0.8342, loss_cls: 1.5389, loss: 1.5389, grad_norm: 3.3669 2022-02-10 04:54:02,902 - mmaction - INFO - Epoch [173][660/940] lr: 4.000e-03, eta: 1 day, 4:42:34, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6311, top5_acc: 0.8193, loss_cls: 1.5699, loss: 1.5699, grad_norm: 3.3689 2022-02-10 04:54:26,510 - mmaction - INFO - Epoch [173][680/940] lr: 4.000e-03, eta: 1 day, 4:42:06, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6400, top5_acc: 0.8322, loss_cls: 1.5573, loss: 1.5573, grad_norm: 3.3447 2022-02-10 04:54:49,985 - mmaction - INFO - Epoch [173][700/940] lr: 4.000e-03, eta: 1 day, 4:41:38, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6350, top5_acc: 0.8367, loss_cls: 1.5233, loss: 1.5233, grad_norm: 3.3250 2022-02-10 04:55:13,441 - mmaction - INFO - Epoch [173][720/940] lr: 4.000e-03, eta: 1 day, 4:41:11, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.6393, top5_acc: 0.8271, loss_cls: 1.5477, loss: 1.5477, grad_norm: 3.3676 2022-02-10 04:55:37,054 - mmaction - INFO - Epoch [173][740/940] lr: 4.000e-03, eta: 1 day, 4:40:43, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8254, loss_cls: 1.5615, loss: 1.5615, grad_norm: 3.3731 2022-02-10 04:56:00,731 - mmaction - INFO - Epoch [173][760/940] lr: 4.000e-03, eta: 1 day, 4:40:15, time: 1.184, data_time: 0.060, memory: 9497, top1_acc: 0.6443, top5_acc: 0.8297, loss_cls: 1.5258, loss: 1.5258, grad_norm: 3.3931 2022-02-10 04:56:24,329 - mmaction - INFO - Epoch [173][780/940] lr: 4.000e-03, eta: 1 day, 4:39:47, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6338, top5_acc: 0.8240, loss_cls: 1.5714, loss: 1.5714, grad_norm: 3.4252 2022-02-10 04:56:47,814 - mmaction - INFO - Epoch [173][800/940] lr: 4.000e-03, eta: 1 day, 4:39:20, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6371, top5_acc: 0.8338, loss_cls: 1.5110, loss: 1.5110, grad_norm: 3.3908 2022-02-10 04:57:11,333 - mmaction - INFO - Epoch [173][820/940] lr: 4.000e-03, eta: 1 day, 4:38:52, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6279, top5_acc: 0.8234, loss_cls: 1.5810, loss: 1.5810, grad_norm: 3.3834 2022-02-10 04:57:34,992 - mmaction - INFO - Epoch [173][840/940] lr: 4.000e-03, eta: 1 day, 4:38:24, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6363, top5_acc: 0.8270, loss_cls: 1.5414, loss: 1.5414, grad_norm: 3.3490 2022-02-10 04:57:58,705 - mmaction - INFO - Epoch [173][860/940] lr: 4.000e-03, eta: 1 day, 4:37:56, time: 1.186, data_time: 0.056, memory: 9497, top1_acc: 0.6408, top5_acc: 0.8260, loss_cls: 1.5494, loss: 1.5494, grad_norm: 3.3108 2022-02-10 04:58:22,427 - mmaction - INFO - Epoch [173][880/940] lr: 4.000e-03, eta: 1 day, 4:37:29, time: 1.186, data_time: 0.055, memory: 9497, top1_acc: 0.6322, top5_acc: 0.8246, loss_cls: 1.5545, loss: 1.5545, grad_norm: 3.3941 2022-02-10 04:58:46,064 - mmaction - INFO - Epoch [173][900/940] lr: 4.000e-03, eta: 1 day, 4:37:01, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6363, top5_acc: 0.8287, loss_cls: 1.5521, loss: 1.5521, grad_norm: 3.3953 2022-02-10 04:59:09,511 - mmaction - INFO - Epoch [173][920/940] lr: 4.000e-03, eta: 1 day, 4:36:33, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.6307, top5_acc: 0.8256, loss_cls: 1.5491, loss: 1.5491, grad_norm: 3.4089 2022-02-10 04:59:31,864 - mmaction - INFO - Epoch [173][940/940] lr: 4.000e-03, eta: 1 day, 4:36:05, time: 1.118, data_time: 0.062, memory: 9497, top1_acc: 0.6191, top5_acc: 0.8222, loss_cls: 1.5874, loss: 1.5874, grad_norm: 3.4257 2022-02-10 05:02:48,788 - mmaction - INFO - Epoch [174][20/940] lr: 4.000e-03, eta: 1 day, 4:36:57, time: 9.544, data_time: 8.004, memory: 9497, top1_acc: 0.6508, top5_acc: 0.8379, loss_cls: 1.4836, loss: 1.4836, grad_norm: 3.3149 2022-02-10 05:03:11,949 - mmaction - INFO - Epoch [174][40/940] lr: 4.000e-03, eta: 1 day, 4:36:29, time: 1.158, data_time: 0.053, memory: 9497, top1_acc: 0.6342, top5_acc: 0.8316, loss_cls: 1.5231, loss: 1.5231, grad_norm: 3.3470 2022-02-10 05:03:35,121 - mmaction - INFO - Epoch [174][60/940] lr: 4.000e-03, eta: 1 day, 4:36:01, time: 1.159, data_time: 0.043, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8334, loss_cls: 1.5169, loss: 1.5169, grad_norm: 3.3836 2022-02-10 05:03:58,273 - mmaction - INFO - Epoch [174][80/940] lr: 4.000e-03, eta: 1 day, 4:35:33, time: 1.158, data_time: 0.049, memory: 9497, top1_acc: 0.6447, top5_acc: 0.8393, loss_cls: 1.5203, loss: 1.5203, grad_norm: 3.3601 2022-02-10 05:04:21,647 - mmaction - INFO - Epoch [174][100/940] lr: 4.000e-03, eta: 1 day, 4:35:06, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6416, top5_acc: 0.8307, loss_cls: 1.5229, loss: 1.5229, grad_norm: 3.3343 2022-02-10 05:04:44,833 - mmaction - INFO - Epoch [174][120/940] lr: 4.000e-03, eta: 1 day, 4:34:38, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.6299, top5_acc: 0.8195, loss_cls: 1.5546, loss: 1.5546, grad_norm: 3.3304 2022-02-10 05:05:08,221 - mmaction - INFO - Epoch [174][140/940] lr: 4.000e-03, eta: 1 day, 4:34:10, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.6357, top5_acc: 0.8264, loss_cls: 1.5571, loss: 1.5571, grad_norm: 3.3888 2022-02-10 05:05:31,620 - mmaction - INFO - Epoch [174][160/940] lr: 4.000e-03, eta: 1 day, 4:33:42, time: 1.170, data_time: 0.045, memory: 9497, top1_acc: 0.6363, top5_acc: 0.8307, loss_cls: 1.5331, loss: 1.5331, grad_norm: 3.3241 2022-02-10 05:05:55,152 - mmaction - INFO - Epoch [174][180/940] lr: 4.000e-03, eta: 1 day, 4:33:14, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6377, top5_acc: 0.8311, loss_cls: 1.5251, loss: 1.5251, grad_norm: 3.3514 2022-02-10 05:06:18,410 - mmaction - INFO - Epoch [174][200/940] lr: 4.000e-03, eta: 1 day, 4:32:46, time: 1.163, data_time: 0.051, memory: 9497, top1_acc: 0.6301, top5_acc: 0.8340, loss_cls: 1.5105, loss: 1.5105, grad_norm: 3.4111 2022-02-10 05:06:41,728 - mmaction - INFO - Epoch [174][220/940] lr: 4.000e-03, eta: 1 day, 4:32:18, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8271, loss_cls: 1.5534, loss: 1.5534, grad_norm: 3.4312 2022-02-10 05:07:05,123 - mmaction - INFO - Epoch [174][240/940] lr: 4.000e-03, eta: 1 day, 4:31:50, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.6510, top5_acc: 0.8414, loss_cls: 1.4640, loss: 1.4640, grad_norm: 3.2986 2022-02-10 05:07:28,512 - mmaction - INFO - Epoch [174][260/940] lr: 4.000e-03, eta: 1 day, 4:31:23, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.6420, top5_acc: 0.8275, loss_cls: 1.5148, loss: 1.5148, grad_norm: 3.3846 2022-02-10 05:07:51,983 - mmaction - INFO - Epoch [174][280/940] lr: 4.000e-03, eta: 1 day, 4:30:55, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6361, top5_acc: 0.8271, loss_cls: 1.5376, loss: 1.5376, grad_norm: 3.3357 2022-02-10 05:08:15,476 - mmaction - INFO - Epoch [174][300/940] lr: 4.000e-03, eta: 1 day, 4:30:27, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6393, top5_acc: 0.8264, loss_cls: 1.5316, loss: 1.5316, grad_norm: 3.3679 2022-02-10 05:08:38,924 - mmaction - INFO - Epoch [174][320/940] lr: 4.000e-03, eta: 1 day, 4:29:59, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6451, top5_acc: 0.8279, loss_cls: 1.5042, loss: 1.5042, grad_norm: 3.3168 2022-02-10 05:09:02,391 - mmaction - INFO - Epoch [174][340/940] lr: 4.000e-03, eta: 1 day, 4:29:31, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6346, top5_acc: 0.8426, loss_cls: 1.5109, loss: 1.5109, grad_norm: 3.4379 2022-02-10 05:09:25,943 - mmaction - INFO - Epoch [174][360/940] lr: 4.000e-03, eta: 1 day, 4:29:04, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6350, top5_acc: 0.8283, loss_cls: 1.5262, loss: 1.5262, grad_norm: 3.3611 2022-02-10 05:09:49,462 - mmaction - INFO - Epoch [174][380/940] lr: 4.000e-03, eta: 1 day, 4:28:36, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6496, top5_acc: 0.8383, loss_cls: 1.5090, loss: 1.5090, grad_norm: 3.3535 2022-02-10 05:10:14,188 - mmaction - INFO - Epoch [174][400/940] lr: 4.000e-03, eta: 1 day, 4:28:09, time: 1.236, data_time: 0.054, memory: 9497, top1_acc: 0.6334, top5_acc: 0.8279, loss_cls: 1.5402, loss: 1.5402, grad_norm: 3.3919 2022-02-10 05:10:37,772 - mmaction - INFO - Epoch [174][420/940] lr: 4.000e-03, eta: 1 day, 4:27:41, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6307, top5_acc: 0.8309, loss_cls: 1.5416, loss: 1.5416, grad_norm: 3.3503 2022-02-10 05:11:01,157 - mmaction - INFO - Epoch [174][440/940] lr: 4.000e-03, eta: 1 day, 4:27:13, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6266, top5_acc: 0.8303, loss_cls: 1.5356, loss: 1.5356, grad_norm: 3.3985 2022-02-10 05:11:24,624 - mmaction - INFO - Epoch [174][460/940] lr: 4.000e-03, eta: 1 day, 4:26:45, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.6260, top5_acc: 0.8301, loss_cls: 1.5543, loss: 1.5543, grad_norm: 3.3920 2022-02-10 05:11:48,155 - mmaction - INFO - Epoch [174][480/940] lr: 4.000e-03, eta: 1 day, 4:26:17, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6330, top5_acc: 0.8311, loss_cls: 1.5417, loss: 1.5417, grad_norm: 3.3732 2022-02-10 05:12:11,629 - mmaction - INFO - Epoch [174][500/940] lr: 4.000e-03, eta: 1 day, 4:25:50, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6434, top5_acc: 0.8350, loss_cls: 1.4854, loss: 1.4854, grad_norm: 3.3560 2022-02-10 05:12:35,121 - mmaction - INFO - Epoch [174][520/940] lr: 4.000e-03, eta: 1 day, 4:25:22, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6398, top5_acc: 0.8359, loss_cls: 1.4963, loss: 1.4963, grad_norm: 3.3654 2022-02-10 05:12:58,605 - mmaction - INFO - Epoch [174][540/940] lr: 4.000e-03, eta: 1 day, 4:24:54, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6299, top5_acc: 0.8264, loss_cls: 1.5511, loss: 1.5511, grad_norm: 3.4173 2022-02-10 05:13:22,151 - mmaction - INFO - Epoch [174][560/940] lr: 4.000e-03, eta: 1 day, 4:24:26, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6381, top5_acc: 0.8371, loss_cls: 1.4864, loss: 1.4864, grad_norm: 3.3912 2022-02-10 05:13:45,761 - mmaction - INFO - Epoch [174][580/940] lr: 4.000e-03, eta: 1 day, 4:23:58, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8352, loss_cls: 1.5385, loss: 1.5385, grad_norm: 3.3690 2022-02-10 05:14:09,263 - mmaction - INFO - Epoch [174][600/940] lr: 4.000e-03, eta: 1 day, 4:23:31, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.6391, top5_acc: 0.8357, loss_cls: 1.5003, loss: 1.5003, grad_norm: 3.3786 2022-02-10 05:14:32,850 - mmaction - INFO - Epoch [174][620/940] lr: 4.000e-03, eta: 1 day, 4:23:03, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6361, top5_acc: 0.8244, loss_cls: 1.5465, loss: 1.5465, grad_norm: 3.3720 2022-02-10 05:14:56,483 - mmaction - INFO - Epoch [174][640/940] lr: 4.000e-03, eta: 1 day, 4:22:35, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.6428, top5_acc: 0.8375, loss_cls: 1.4986, loss: 1.4986, grad_norm: 3.3643 2022-02-10 05:15:19,856 - mmaction - INFO - Epoch [174][660/940] lr: 4.000e-03, eta: 1 day, 4:22:07, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.6426, top5_acc: 0.8330, loss_cls: 1.4980, loss: 1.4980, grad_norm: 3.3832 2022-02-10 05:15:43,338 - mmaction - INFO - Epoch [174][680/940] lr: 4.000e-03, eta: 1 day, 4:21:40, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6377, top5_acc: 0.8260, loss_cls: 1.5224, loss: 1.5224, grad_norm: 3.3730 2022-02-10 05:16:06,885 - mmaction - INFO - Epoch [174][700/940] lr: 4.000e-03, eta: 1 day, 4:21:12, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6307, top5_acc: 0.8316, loss_cls: 1.5259, loss: 1.5259, grad_norm: 3.3966 2022-02-10 05:16:30,395 - mmaction - INFO - Epoch [174][720/940] lr: 4.000e-03, eta: 1 day, 4:20:44, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6438, top5_acc: 0.8334, loss_cls: 1.5199, loss: 1.5199, grad_norm: 3.3401 2022-02-10 05:16:53,839 - mmaction - INFO - Epoch [174][740/940] lr: 4.000e-03, eta: 1 day, 4:20:16, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.6436, top5_acc: 0.8396, loss_cls: 1.5191, loss: 1.5191, grad_norm: 3.4136 2022-02-10 05:17:17,374 - mmaction - INFO - Epoch [174][760/940] lr: 4.000e-03, eta: 1 day, 4:19:49, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6396, top5_acc: 0.8295, loss_cls: 1.5418, loss: 1.5418, grad_norm: 3.3730 2022-02-10 05:17:40,954 - mmaction - INFO - Epoch [174][780/940] lr: 4.000e-03, eta: 1 day, 4:19:21, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6275, top5_acc: 0.8277, loss_cls: 1.5510, loss: 1.5510, grad_norm: 3.4595 2022-02-10 05:18:04,534 - mmaction - INFO - Epoch [174][800/940] lr: 4.000e-03, eta: 1 day, 4:18:53, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6348, top5_acc: 0.8334, loss_cls: 1.5358, loss: 1.5358, grad_norm: 3.4749 2022-02-10 05:18:28,117 - mmaction - INFO - Epoch [174][820/940] lr: 4.000e-03, eta: 1 day, 4:18:25, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8260, loss_cls: 1.5446, loss: 1.5446, grad_norm: 3.3812 2022-02-10 05:18:51,630 - mmaction - INFO - Epoch [174][840/940] lr: 4.000e-03, eta: 1 day, 4:17:58, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6367, top5_acc: 0.8365, loss_cls: 1.5113, loss: 1.5113, grad_norm: 3.4094 2022-02-10 05:19:15,113 - mmaction - INFO - Epoch [174][860/940] lr: 4.000e-03, eta: 1 day, 4:17:30, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6346, top5_acc: 0.8260, loss_cls: 1.5301, loss: 1.5301, grad_norm: 3.4491 2022-02-10 05:19:38,768 - mmaction - INFO - Epoch [174][880/940] lr: 4.000e-03, eta: 1 day, 4:17:02, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.6256, top5_acc: 0.8289, loss_cls: 1.5399, loss: 1.5399, grad_norm: 3.4559 2022-02-10 05:20:02,235 - mmaction - INFO - Epoch [174][900/940] lr: 4.000e-03, eta: 1 day, 4:16:34, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8371, loss_cls: 1.5114, loss: 1.5114, grad_norm: 3.3265 2022-02-10 05:20:25,782 - mmaction - INFO - Epoch [174][920/940] lr: 4.000e-03, eta: 1 day, 4:16:07, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6408, top5_acc: 0.8342, loss_cls: 1.5247, loss: 1.5247, grad_norm: 3.3660 2022-02-10 05:20:48,116 - mmaction - INFO - Epoch [174][940/940] lr: 4.000e-03, eta: 1 day, 4:15:38, time: 1.116, data_time: 0.056, memory: 9497, top1_acc: 0.6311, top5_acc: 0.8261, loss_cls: 1.5763, loss: 1.5763, grad_norm: 3.4643 2022-02-10 05:23:27,430 - mmaction - INFO - Epoch [175][20/940] lr: 4.000e-03, eta: 1 day, 4:16:13, time: 7.779, data_time: 6.601, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8283, loss_cls: 1.5231, loss: 1.5231, grad_norm: 3.3851 2022-02-10 05:23:50,633 - mmaction - INFO - Epoch [175][40/940] lr: 4.000e-03, eta: 1 day, 4:15:45, time: 1.164, data_time: 0.050, memory: 9497, top1_acc: 0.6377, top5_acc: 0.8258, loss_cls: 1.5316, loss: 1.5316, grad_norm: 3.4735 2022-02-10 05:24:13,839 - mmaction - INFO - Epoch [175][60/940] lr: 4.000e-03, eta: 1 day, 4:15:17, time: 1.160, data_time: 0.042, memory: 9497, top1_acc: 0.6445, top5_acc: 0.8371, loss_cls: 1.5038, loss: 1.5038, grad_norm: 3.4379 2022-02-10 05:24:37,223 - mmaction - INFO - Epoch [175][80/940] lr: 4.000e-03, eta: 1 day, 4:14:49, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.6344, top5_acc: 0.8342, loss_cls: 1.5276, loss: 1.5276, grad_norm: 3.4069 2022-02-10 05:25:00,564 - mmaction - INFO - Epoch [175][100/940] lr: 4.000e-03, eta: 1 day, 4:14:21, time: 1.167, data_time: 0.042, memory: 9497, top1_acc: 0.6318, top5_acc: 0.8301, loss_cls: 1.5315, loss: 1.5315, grad_norm: 3.4478 2022-02-10 05:25:23,897 - mmaction - INFO - Epoch [175][120/940] lr: 4.000e-03, eta: 1 day, 4:13:53, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.6477, top5_acc: 0.8346, loss_cls: 1.4906, loss: 1.4906, grad_norm: 3.4151 2022-02-10 05:25:47,188 - mmaction - INFO - Epoch [175][140/940] lr: 4.000e-03, eta: 1 day, 4:13:25, time: 1.164, data_time: 0.043, memory: 9497, top1_acc: 0.6410, top5_acc: 0.8357, loss_cls: 1.5050, loss: 1.5050, grad_norm: 3.4223 2022-02-10 05:26:10,555 - mmaction - INFO - Epoch [175][160/940] lr: 4.000e-03, eta: 1 day, 4:12:58, time: 1.168, data_time: 0.043, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8381, loss_cls: 1.5030, loss: 1.5030, grad_norm: 3.4518 2022-02-10 05:26:33,923 - mmaction - INFO - Epoch [175][180/940] lr: 4.000e-03, eta: 1 day, 4:12:30, time: 1.169, data_time: 0.042, memory: 9497, top1_acc: 0.6416, top5_acc: 0.8283, loss_cls: 1.5429, loss: 1.5429, grad_norm: 3.4113 2022-02-10 05:26:57,261 - mmaction - INFO - Epoch [175][200/940] lr: 4.000e-03, eta: 1 day, 4:12:02, time: 1.167, data_time: 0.041, memory: 9497, top1_acc: 0.6350, top5_acc: 0.8244, loss_cls: 1.5742, loss: 1.5742, grad_norm: 3.4355 2022-02-10 05:27:20,803 - mmaction - INFO - Epoch [175][220/940] lr: 4.000e-03, eta: 1 day, 4:11:34, time: 1.177, data_time: 0.044, memory: 9497, top1_acc: 0.6447, top5_acc: 0.8344, loss_cls: 1.5021, loss: 1.5021, grad_norm: 3.3827 2022-02-10 05:27:44,264 - mmaction - INFO - Epoch [175][240/940] lr: 4.000e-03, eta: 1 day, 4:11:06, time: 1.173, data_time: 0.044, memory: 9497, top1_acc: 0.6518, top5_acc: 0.8377, loss_cls: 1.4762, loss: 1.4762, grad_norm: 3.3568 2022-02-10 05:28:07,792 - mmaction - INFO - Epoch [175][260/940] lr: 4.000e-03, eta: 1 day, 4:10:39, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.6438, top5_acc: 0.8416, loss_cls: 1.4894, loss: 1.4894, grad_norm: 3.4194 2022-02-10 05:28:31,297 - mmaction - INFO - Epoch [175][280/940] lr: 4.000e-03, eta: 1 day, 4:10:11, time: 1.175, data_time: 0.044, memory: 9497, top1_acc: 0.6439, top5_acc: 0.8377, loss_cls: 1.5071, loss: 1.5071, grad_norm: 3.3910 2022-02-10 05:28:55,566 - mmaction - INFO - Epoch [175][300/940] lr: 4.000e-03, eta: 1 day, 4:09:43, time: 1.213, data_time: 0.046, memory: 9497, top1_acc: 0.6279, top5_acc: 0.8305, loss_cls: 1.5421, loss: 1.5421, grad_norm: 3.4241 2022-02-10 05:29:19,714 - mmaction - INFO - Epoch [175][320/940] lr: 4.000e-03, eta: 1 day, 4:09:16, time: 1.208, data_time: 0.045, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8326, loss_cls: 1.4886, loss: 1.4886, grad_norm: 3.3953 2022-02-10 05:29:43,144 - mmaction - INFO - Epoch [175][340/940] lr: 4.000e-03, eta: 1 day, 4:08:48, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8322, loss_cls: 1.5476, loss: 1.5476, grad_norm: 3.4322 2022-02-10 05:30:06,765 - mmaction - INFO - Epoch [175][360/940] lr: 4.000e-03, eta: 1 day, 4:08:20, time: 1.180, data_time: 0.045, memory: 9497, top1_acc: 0.6322, top5_acc: 0.8295, loss_cls: 1.5464, loss: 1.5464, grad_norm: 3.4500 2022-02-10 05:30:30,477 - mmaction - INFO - Epoch [175][380/940] lr: 4.000e-03, eta: 1 day, 4:07:53, time: 1.186, data_time: 0.050, memory: 9497, top1_acc: 0.6320, top5_acc: 0.8342, loss_cls: 1.5157, loss: 1.5157, grad_norm: 3.4900 2022-02-10 05:30:54,060 - mmaction - INFO - Epoch [175][400/940] lr: 4.000e-03, eta: 1 day, 4:07:25, time: 1.179, data_time: 0.043, memory: 9497, top1_acc: 0.6283, top5_acc: 0.8332, loss_cls: 1.5247, loss: 1.5247, grad_norm: 3.4136 2022-02-10 05:31:17,600 - mmaction - INFO - Epoch [175][420/940] lr: 4.000e-03, eta: 1 day, 4:06:57, time: 1.178, data_time: 0.046, memory: 9497, top1_acc: 0.6566, top5_acc: 0.8379, loss_cls: 1.4722, loss: 1.4722, grad_norm: 3.3561 2022-02-10 05:31:41,145 - mmaction - INFO - Epoch [175][440/940] lr: 4.000e-03, eta: 1 day, 4:06:30, time: 1.177, data_time: 0.046, memory: 9497, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5153, loss: 1.5153, grad_norm: 3.4978 2022-02-10 05:32:04,653 - mmaction - INFO - Epoch [175][460/940] lr: 4.000e-03, eta: 1 day, 4:06:02, time: 1.175, data_time: 0.046, memory: 9497, top1_acc: 0.6287, top5_acc: 0.8324, loss_cls: 1.5503, loss: 1.5503, grad_norm: 3.4585 2022-02-10 05:32:28,117 - mmaction - INFO - Epoch [175][480/940] lr: 4.000e-03, eta: 1 day, 4:05:34, time: 1.173, data_time: 0.046, memory: 9497, top1_acc: 0.6426, top5_acc: 0.8275, loss_cls: 1.5260, loss: 1.5260, grad_norm: 3.4365 2022-02-10 05:32:51,742 - mmaction - INFO - Epoch [175][500/940] lr: 4.000e-03, eta: 1 day, 4:05:06, time: 1.181, data_time: 0.049, memory: 9497, top1_acc: 0.6400, top5_acc: 0.8344, loss_cls: 1.5357, loss: 1.5357, grad_norm: 3.4462 2022-02-10 05:33:15,250 - mmaction - INFO - Epoch [175][520/940] lr: 4.000e-03, eta: 1 day, 4:04:39, time: 1.175, data_time: 0.043, memory: 9497, top1_acc: 0.6436, top5_acc: 0.8314, loss_cls: 1.5235, loss: 1.5235, grad_norm: 3.4354 2022-02-10 05:33:38,747 - mmaction - INFO - Epoch [175][540/940] lr: 4.000e-03, eta: 1 day, 4:04:11, time: 1.175, data_time: 0.044, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8383, loss_cls: 1.5041, loss: 1.5041, grad_norm: 3.4171 2022-02-10 05:34:02,296 - mmaction - INFO - Epoch [175][560/940] lr: 4.000e-03, eta: 1 day, 4:03:43, time: 1.177, data_time: 0.047, memory: 9497, top1_acc: 0.6381, top5_acc: 0.8314, loss_cls: 1.5301, loss: 1.5301, grad_norm: 3.4305 2022-02-10 05:34:25,876 - mmaction - INFO - Epoch [175][580/940] lr: 4.000e-03, eta: 1 day, 4:03:15, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8355, loss_cls: 1.4954, loss: 1.4954, grad_norm: 3.4557 2022-02-10 05:34:49,450 - mmaction - INFO - Epoch [175][600/940] lr: 4.000e-03, eta: 1 day, 4:02:48, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.6336, top5_acc: 0.8197, loss_cls: 1.5652, loss: 1.5652, grad_norm: 3.4719 2022-02-10 05:35:12,988 - mmaction - INFO - Epoch [175][620/940] lr: 4.000e-03, eta: 1 day, 4:02:20, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.6439, top5_acc: 0.8451, loss_cls: 1.4782, loss: 1.4782, grad_norm: 3.4262 2022-02-10 05:35:36,511 - mmaction - INFO - Epoch [175][640/940] lr: 4.000e-03, eta: 1 day, 4:01:52, time: 1.176, data_time: 0.045, memory: 9497, top1_acc: 0.6391, top5_acc: 0.8326, loss_cls: 1.5145, loss: 1.5145, grad_norm: 3.3905 2022-02-10 05:36:00,095 - mmaction - INFO - Epoch [175][660/940] lr: 4.000e-03, eta: 1 day, 4:01:24, time: 1.179, data_time: 0.049, memory: 9497, top1_acc: 0.6348, top5_acc: 0.8250, loss_cls: 1.5517, loss: 1.5517, grad_norm: 3.4784 2022-02-10 05:36:23,609 - mmaction - INFO - Epoch [175][680/940] lr: 4.000e-03, eta: 1 day, 4:00:57, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8367, loss_cls: 1.4888, loss: 1.4888, grad_norm: 3.3980 2022-02-10 05:36:47,197 - mmaction - INFO - Epoch [175][700/940] lr: 4.000e-03, eta: 1 day, 4:00:29, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6412, top5_acc: 0.8363, loss_cls: 1.4810, loss: 1.4810, grad_norm: 3.4032 2022-02-10 05:37:10,735 - mmaction - INFO - Epoch [175][720/940] lr: 4.000e-03, eta: 1 day, 4:00:01, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6574, top5_acc: 0.8432, loss_cls: 1.4486, loss: 1.4486, grad_norm: 3.3425 2022-02-10 05:37:34,367 - mmaction - INFO - Epoch [175][740/940] lr: 4.000e-03, eta: 1 day, 3:59:34, time: 1.181, data_time: 0.048, memory: 9497, top1_acc: 0.6393, top5_acc: 0.8367, loss_cls: 1.5245, loss: 1.5245, grad_norm: 3.4976 2022-02-10 05:37:57,907 - mmaction - INFO - Epoch [175][760/940] lr: 4.000e-03, eta: 1 day, 3:59:06, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8328, loss_cls: 1.5355, loss: 1.5355, grad_norm: 3.4314 2022-02-10 05:38:21,449 - mmaction - INFO - Epoch [175][780/940] lr: 4.000e-03, eta: 1 day, 3:58:38, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.6348, top5_acc: 0.8230, loss_cls: 1.5703, loss: 1.5703, grad_norm: 3.4948 2022-02-10 05:38:44,957 - mmaction - INFO - Epoch [175][800/940] lr: 4.000e-03, eta: 1 day, 3:58:10, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8404, loss_cls: 1.4829, loss: 1.4829, grad_norm: 3.4527 2022-02-10 05:39:08,638 - mmaction - INFO - Epoch [175][820/940] lr: 4.000e-03, eta: 1 day, 3:57:43, time: 1.185, data_time: 0.051, memory: 9497, top1_acc: 0.6430, top5_acc: 0.8273, loss_cls: 1.5402, loss: 1.5402, grad_norm: 3.4139 2022-02-10 05:39:32,177 - mmaction - INFO - Epoch [175][840/940] lr: 4.000e-03, eta: 1 day, 3:57:15, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6447, top5_acc: 0.8305, loss_cls: 1.5312, loss: 1.5312, grad_norm: 3.4057 2022-02-10 05:39:55,678 - mmaction - INFO - Epoch [175][860/940] lr: 4.000e-03, eta: 1 day, 3:56:47, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.6346, top5_acc: 0.8283, loss_cls: 1.5393, loss: 1.5393, grad_norm: 3.4379 2022-02-10 05:40:19,673 - mmaction - INFO - Epoch [175][880/940] lr: 4.000e-03, eta: 1 day, 3:56:20, time: 1.200, data_time: 0.048, memory: 9497, top1_acc: 0.6379, top5_acc: 0.8270, loss_cls: 1.5419, loss: 1.5419, grad_norm: 3.4706 2022-02-10 05:40:43,297 - mmaction - INFO - Epoch [175][900/940] lr: 4.000e-03, eta: 1 day, 3:55:52, time: 1.181, data_time: 0.049, memory: 9497, top1_acc: 0.6371, top5_acc: 0.8305, loss_cls: 1.5315, loss: 1.5315, grad_norm: 3.4430 2022-02-10 05:41:06,740 - mmaction - INFO - Epoch [175][920/940] lr: 4.000e-03, eta: 1 day, 3:55:24, time: 1.172, data_time: 0.044, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8309, loss_cls: 1.5222, loss: 1.5222, grad_norm: 3.4393 2022-02-10 05:41:29,173 - mmaction - INFO - Epoch [175][940/940] lr: 4.000e-03, eta: 1 day, 3:54:56, time: 1.122, data_time: 0.049, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8338, loss_cls: 1.5061, loss: 1.5061, grad_norm: 3.3781 2022-02-10 05:41:33,408 - mmaction - INFO - Saving checkpoint at 175 epochs 2022-02-10 05:44:26,465 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 05:44:27,184 - mmaction - INFO - top1_acc 0.6763 top5_acc 0.8740 2022-02-10 05:44:27,184 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 05:44:27,214 - mmaction - INFO - mean_acc 0.6763 2022-02-10 05:44:27,216 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_170.pth was removed 2022-02-10 05:44:28,590 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_175.pth. 2022-02-10 05:44:28,591 - mmaction - INFO - Best top1_acc is 0.6763 at 175 epoch. 2022-02-10 05:44:28,599 - mmaction - INFO - Epoch(val) [175][78] top1_acc: 0.6763, top5_acc: 0.8740, mean_class_accuracy: 0.6763 2022-02-10 05:46:52,005 - mmaction - INFO - Epoch [176][20/940] lr: 4.000e-03, eta: 1 day, 3:55:24, time: 7.169, data_time: 5.640, memory: 9497, top1_acc: 0.6377, top5_acc: 0.8379, loss_cls: 1.4995, loss: 1.4995, grad_norm: 3.4193 2022-02-10 05:47:15,081 - mmaction - INFO - Epoch [176][40/940] lr: 4.000e-03, eta: 1 day, 3:54:56, time: 1.154, data_time: 0.046, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8277, loss_cls: 1.5173, loss: 1.5173, grad_norm: 3.4209 2022-02-10 05:47:38,364 - mmaction - INFO - Epoch [176][60/940] lr: 4.000e-03, eta: 1 day, 3:54:28, time: 1.164, data_time: 0.045, memory: 9497, top1_acc: 0.6420, top5_acc: 0.8303, loss_cls: 1.5169, loss: 1.5169, grad_norm: 3.4430 2022-02-10 05:48:01,487 - mmaction - INFO - Epoch [176][80/940] lr: 4.000e-03, eta: 1 day, 3:54:00, time: 1.156, data_time: 0.041, memory: 9497, top1_acc: 0.6572, top5_acc: 0.8449, loss_cls: 1.4655, loss: 1.4655, grad_norm: 3.4436 2022-02-10 05:48:24,655 - mmaction - INFO - Epoch [176][100/940] lr: 4.000e-03, eta: 1 day, 3:53:32, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.6342, top5_acc: 0.8338, loss_cls: 1.5394, loss: 1.5394, grad_norm: 3.4857 2022-02-10 05:48:47,896 - mmaction - INFO - Epoch [176][120/940] lr: 4.000e-03, eta: 1 day, 3:53:04, time: 1.162, data_time: 0.052, memory: 9497, top1_acc: 0.6375, top5_acc: 0.8371, loss_cls: 1.5081, loss: 1.5081, grad_norm: 3.4704 2022-02-10 05:49:11,337 - mmaction - INFO - Epoch [176][140/940] lr: 4.000e-03, eta: 1 day, 3:52:36, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8355, loss_cls: 1.5147, loss: 1.5147, grad_norm: 3.4468 2022-02-10 05:49:34,653 - mmaction - INFO - Epoch [176][160/940] lr: 4.000e-03, eta: 1 day, 3:52:09, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.6342, top5_acc: 0.8268, loss_cls: 1.5295, loss: 1.5295, grad_norm: 3.4533 2022-02-10 05:49:57,984 - mmaction - INFO - Epoch [176][180/940] lr: 4.000e-03, eta: 1 day, 3:51:41, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.6338, top5_acc: 0.8314, loss_cls: 1.5666, loss: 1.5666, grad_norm: 3.4892 2022-02-10 05:50:21,370 - mmaction - INFO - Epoch [176][200/940] lr: 4.000e-03, eta: 1 day, 3:51:13, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.6412, top5_acc: 0.8387, loss_cls: 1.5056, loss: 1.5056, grad_norm: 3.4805 2022-02-10 05:50:44,778 - mmaction - INFO - Epoch [176][220/940] lr: 4.000e-03, eta: 1 day, 3:50:45, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.6328, top5_acc: 0.8309, loss_cls: 1.5559, loss: 1.5559, grad_norm: 3.4843 2022-02-10 05:51:08,227 - mmaction - INFO - Epoch [176][240/940] lr: 4.000e-03, eta: 1 day, 3:50:17, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8385, loss_cls: 1.5037, loss: 1.5037, grad_norm: 3.3605 2022-02-10 05:51:31,592 - mmaction - INFO - Epoch [176][260/940] lr: 4.000e-03, eta: 1 day, 3:49:50, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.6359, top5_acc: 0.8307, loss_cls: 1.5467, loss: 1.5467, grad_norm: 3.4806 2022-02-10 05:51:54,909 - mmaction - INFO - Epoch [176][280/940] lr: 4.000e-03, eta: 1 day, 3:49:22, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.6449, top5_acc: 0.8297, loss_cls: 1.5107, loss: 1.5107, grad_norm: 3.4421 2022-02-10 05:52:18,449 - mmaction - INFO - Epoch [176][300/940] lr: 4.000e-03, eta: 1 day, 3:48:54, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6379, top5_acc: 0.8311, loss_cls: 1.5265, loss: 1.5265, grad_norm: 3.5035 2022-02-10 05:52:41,928 - mmaction - INFO - Epoch [176][320/940] lr: 4.000e-03, eta: 1 day, 3:48:26, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6471, top5_acc: 0.8342, loss_cls: 1.5098, loss: 1.5098, grad_norm: 3.4605 2022-02-10 05:53:05,486 - mmaction - INFO - Epoch [176][340/940] lr: 4.000e-03, eta: 1 day, 3:47:59, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6311, top5_acc: 0.8252, loss_cls: 1.5844, loss: 1.5844, grad_norm: 3.5551 2022-02-10 05:53:28,961 - mmaction - INFO - Epoch [176][360/940] lr: 4.000e-03, eta: 1 day, 3:47:31, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6465, top5_acc: 0.8391, loss_cls: 1.4836, loss: 1.4836, grad_norm: 3.4178 2022-02-10 05:53:52,459 - mmaction - INFO - Epoch [176][380/940] lr: 4.000e-03, eta: 1 day, 3:47:03, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8350, loss_cls: 1.5038, loss: 1.5038, grad_norm: 3.4202 2022-02-10 05:54:16,006 - mmaction - INFO - Epoch [176][400/940] lr: 4.000e-03, eta: 1 day, 3:46:35, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.6412, top5_acc: 0.8293, loss_cls: 1.5300, loss: 1.5300, grad_norm: 3.4514 2022-02-10 05:54:39,682 - mmaction - INFO - Epoch [176][420/940] lr: 4.000e-03, eta: 1 day, 3:46:08, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8387, loss_cls: 1.5053, loss: 1.5053, grad_norm: 3.4251 2022-02-10 05:55:03,517 - mmaction - INFO - Epoch [176][440/940] lr: 4.000e-03, eta: 1 day, 3:45:40, time: 1.192, data_time: 0.052, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8309, loss_cls: 1.5451, loss: 1.5451, grad_norm: 3.4750 2022-02-10 05:55:27,254 - mmaction - INFO - Epoch [176][460/940] lr: 4.000e-03, eta: 1 day, 3:45:12, time: 1.187, data_time: 0.059, memory: 9497, top1_acc: 0.6426, top5_acc: 0.8258, loss_cls: 1.5244, loss: 1.5244, grad_norm: 3.4645 2022-02-10 05:55:51,118 - mmaction - INFO - Epoch [176][480/940] lr: 4.000e-03, eta: 1 day, 3:44:45, time: 1.193, data_time: 0.062, memory: 9497, top1_acc: 0.6375, top5_acc: 0.8283, loss_cls: 1.5340, loss: 1.5340, grad_norm: 3.4675 2022-02-10 05:56:14,868 - mmaction - INFO - Epoch [176][500/940] lr: 4.000e-03, eta: 1 day, 3:44:17, time: 1.187, data_time: 0.063, memory: 9497, top1_acc: 0.6408, top5_acc: 0.8391, loss_cls: 1.5104, loss: 1.5104, grad_norm: 3.4546 2022-02-10 05:56:38,697 - mmaction - INFO - Epoch [176][520/940] lr: 4.000e-03, eta: 1 day, 3:43:50, time: 1.191, data_time: 0.069, memory: 9497, top1_acc: 0.6432, top5_acc: 0.8307, loss_cls: 1.5165, loss: 1.5165, grad_norm: 3.4391 2022-02-10 05:57:02,410 - mmaction - INFO - Epoch [176][540/940] lr: 4.000e-03, eta: 1 day, 3:43:22, time: 1.187, data_time: 0.060, memory: 9497, top1_acc: 0.6451, top5_acc: 0.8291, loss_cls: 1.5256, loss: 1.5256, grad_norm: 3.4609 2022-02-10 05:57:26,085 - mmaction - INFO - Epoch [176][560/940] lr: 4.000e-03, eta: 1 day, 3:42:54, time: 1.183, data_time: 0.062, memory: 9497, top1_acc: 0.6424, top5_acc: 0.8357, loss_cls: 1.4906, loss: 1.4906, grad_norm: 3.4405 2022-02-10 05:57:49,635 - mmaction - INFO - Epoch [176][580/940] lr: 4.000e-03, eta: 1 day, 3:42:27, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8350, loss_cls: 1.5120, loss: 1.5120, grad_norm: 3.4585 2022-02-10 05:58:13,202 - mmaction - INFO - Epoch [176][600/940] lr: 4.000e-03, eta: 1 day, 3:41:59, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6430, top5_acc: 0.8428, loss_cls: 1.4735, loss: 1.4735, grad_norm: 3.4711 2022-02-10 05:58:36,759 - mmaction - INFO - Epoch [176][620/940] lr: 4.000e-03, eta: 1 day, 3:41:31, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6424, top5_acc: 0.8338, loss_cls: 1.5017, loss: 1.5017, grad_norm: 3.4608 2022-02-10 05:59:00,303 - mmaction - INFO - Epoch [176][640/940] lr: 4.000e-03, eta: 1 day, 3:41:04, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6379, top5_acc: 0.8352, loss_cls: 1.5140, loss: 1.5140, grad_norm: 3.5232 2022-02-10 05:59:23,906 - mmaction - INFO - Epoch [176][660/940] lr: 4.000e-03, eta: 1 day, 3:40:36, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6363, top5_acc: 0.8381, loss_cls: 1.5085, loss: 1.5085, grad_norm: 3.4897 2022-02-10 05:59:47,447 - mmaction - INFO - Epoch [176][680/940] lr: 4.000e-03, eta: 1 day, 3:40:08, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8361, loss_cls: 1.5312, loss: 1.5312, grad_norm: 3.5195 2022-02-10 06:00:11,274 - mmaction - INFO - Epoch [176][700/940] lr: 4.000e-03, eta: 1 day, 3:39:41, time: 1.191, data_time: 0.056, memory: 9497, top1_acc: 0.6418, top5_acc: 0.8361, loss_cls: 1.4999, loss: 1.4999, grad_norm: 3.4358 2022-02-10 06:00:34,817 - mmaction - INFO - Epoch [176][720/940] lr: 4.000e-03, eta: 1 day, 3:39:13, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6334, top5_acc: 0.8264, loss_cls: 1.5689, loss: 1.5689, grad_norm: 3.4472 2022-02-10 06:00:58,364 - mmaction - INFO - Epoch [176][740/940] lr: 4.000e-03, eta: 1 day, 3:38:45, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6316, top5_acc: 0.8271, loss_cls: 1.5367, loss: 1.5367, grad_norm: 3.5088 2022-02-10 06:01:21,782 - mmaction - INFO - Epoch [176][760/940] lr: 4.000e-03, eta: 1 day, 3:38:17, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.6436, top5_acc: 0.8309, loss_cls: 1.5293, loss: 1.5293, grad_norm: 3.4563 2022-02-10 06:01:45,316 - mmaction - INFO - Epoch [176][780/940] lr: 4.000e-03, eta: 1 day, 3:37:50, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6328, top5_acc: 0.8223, loss_cls: 1.5655, loss: 1.5655, grad_norm: 3.4804 2022-02-10 06:02:08,869 - mmaction - INFO - Epoch [176][800/940] lr: 4.000e-03, eta: 1 day, 3:37:22, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6443, top5_acc: 0.8410, loss_cls: 1.4760, loss: 1.4760, grad_norm: 3.3964 2022-02-10 06:02:32,389 - mmaction - INFO - Epoch [176][820/940] lr: 4.000e-03, eta: 1 day, 3:36:54, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8359, loss_cls: 1.4985, loss: 1.4985, grad_norm: 3.4237 2022-02-10 06:02:56,046 - mmaction - INFO - Epoch [176][840/940] lr: 4.000e-03, eta: 1 day, 3:36:27, time: 1.182, data_time: 0.060, memory: 9497, top1_acc: 0.6379, top5_acc: 0.8377, loss_cls: 1.5022, loss: 1.5022, grad_norm: 3.4767 2022-02-10 06:03:19,568 - mmaction - INFO - Epoch [176][860/940] lr: 4.000e-03, eta: 1 day, 3:35:59, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6527, top5_acc: 0.8391, loss_cls: 1.4962, loss: 1.4962, grad_norm: 3.4327 2022-02-10 06:03:43,068 - mmaction - INFO - Epoch [176][880/940] lr: 4.000e-03, eta: 1 day, 3:35:31, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6338, top5_acc: 0.8275, loss_cls: 1.5454, loss: 1.5454, grad_norm: 3.4854 2022-02-10 06:04:06,699 - mmaction - INFO - Epoch [176][900/940] lr: 4.000e-03, eta: 1 day, 3:35:04, time: 1.182, data_time: 0.049, memory: 9497, top1_acc: 0.6373, top5_acc: 0.8295, loss_cls: 1.5356, loss: 1.5356, grad_norm: 3.4950 2022-02-10 06:04:30,372 - mmaction - INFO - Epoch [176][920/940] lr: 4.000e-03, eta: 1 day, 3:34:36, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.6357, top5_acc: 0.8383, loss_cls: 1.4958, loss: 1.4958, grad_norm: 3.4194 2022-02-10 06:04:52,744 - mmaction - INFO - Epoch [176][940/940] lr: 4.000e-03, eta: 1 day, 3:34:08, time: 1.119, data_time: 0.056, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8427, loss_cls: 1.4970, loss: 1.4970, grad_norm: 3.5059 2022-02-10 06:07:26,272 - mmaction - INFO - Epoch [177][20/940] lr: 4.000e-03, eta: 1 day, 3:34:38, time: 7.557, data_time: 5.885, memory: 9497, top1_acc: 0.6320, top5_acc: 0.8330, loss_cls: 1.5440, loss: 1.5440, grad_norm: 3.4942 2022-02-10 06:07:49,358 - mmaction - INFO - Epoch [177][40/940] lr: 4.000e-03, eta: 1 day, 3:34:10, time: 1.155, data_time: 0.041, memory: 9497, top1_acc: 0.6428, top5_acc: 0.8242, loss_cls: 1.5321, loss: 1.5321, grad_norm: 3.4673 2022-02-10 06:08:12,501 - mmaction - INFO - Epoch [177][60/940] lr: 4.000e-03, eta: 1 day, 3:33:42, time: 1.157, data_time: 0.049, memory: 9497, top1_acc: 0.6393, top5_acc: 0.8305, loss_cls: 1.5448, loss: 1.5448, grad_norm: 3.5341 2022-02-10 06:08:35,666 - mmaction - INFO - Epoch [177][80/940] lr: 4.000e-03, eta: 1 day, 3:33:14, time: 1.157, data_time: 0.044, memory: 9497, top1_acc: 0.6494, top5_acc: 0.8311, loss_cls: 1.5161, loss: 1.5161, grad_norm: 3.4150 2022-02-10 06:08:58,881 - mmaction - INFO - Epoch [177][100/940] lr: 4.000e-03, eta: 1 day, 3:32:47, time: 1.161, data_time: 0.049, memory: 9497, top1_acc: 0.6389, top5_acc: 0.8301, loss_cls: 1.5260, loss: 1.5260, grad_norm: 3.5040 2022-02-10 06:09:22,165 - mmaction - INFO - Epoch [177][120/940] lr: 4.000e-03, eta: 1 day, 3:32:19, time: 1.164, data_time: 0.051, memory: 9497, top1_acc: 0.6451, top5_acc: 0.8416, loss_cls: 1.4756, loss: 1.4756, grad_norm: 3.4550 2022-02-10 06:09:45,444 - mmaction - INFO - Epoch [177][140/940] lr: 4.000e-03, eta: 1 day, 3:31:51, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.6375, top5_acc: 0.8303, loss_cls: 1.5266, loss: 1.5266, grad_norm: 3.4668 2022-02-10 06:10:08,754 - mmaction - INFO - Epoch [177][160/940] lr: 4.000e-03, eta: 1 day, 3:31:23, time: 1.166, data_time: 0.045, memory: 9497, top1_acc: 0.6498, top5_acc: 0.8410, loss_cls: 1.4678, loss: 1.4678, grad_norm: 3.5076 2022-02-10 06:10:32,074 - mmaction - INFO - Epoch [177][180/940] lr: 4.000e-03, eta: 1 day, 3:30:55, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.6408, top5_acc: 0.8348, loss_cls: 1.5303, loss: 1.5303, grad_norm: 3.5305 2022-02-10 06:10:55,591 - mmaction - INFO - Epoch [177][200/940] lr: 4.000e-03, eta: 1 day, 3:30:28, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8332, loss_cls: 1.4998, loss: 1.4998, grad_norm: 3.4787 2022-02-10 06:11:19,006 - mmaction - INFO - Epoch [177][220/940] lr: 4.000e-03, eta: 1 day, 3:30:00, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6367, top5_acc: 0.8354, loss_cls: 1.5359, loss: 1.5359, grad_norm: 3.5715 2022-02-10 06:11:42,370 - mmaction - INFO - Epoch [177][240/940] lr: 4.000e-03, eta: 1 day, 3:29:32, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.6502, top5_acc: 0.8322, loss_cls: 1.5063, loss: 1.5063, grad_norm: 3.4969 2022-02-10 06:12:05,753 - mmaction - INFO - Epoch [177][260/940] lr: 4.000e-03, eta: 1 day, 3:29:04, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6449, top5_acc: 0.8408, loss_cls: 1.4651, loss: 1.4651, grad_norm: 3.5611 2022-02-10 06:12:29,157 - mmaction - INFO - Epoch [177][280/940] lr: 4.000e-03, eta: 1 day, 3:28:36, time: 1.170, data_time: 0.060, memory: 9497, top1_acc: 0.6311, top5_acc: 0.8277, loss_cls: 1.5489, loss: 1.5489, grad_norm: 3.5457 2022-02-10 06:12:52,562 - mmaction - INFO - Epoch [177][300/940] lr: 4.000e-03, eta: 1 day, 3:28:09, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.6389, top5_acc: 0.8324, loss_cls: 1.4995, loss: 1.4995, grad_norm: 3.4722 2022-02-10 06:13:15,922 - mmaction - INFO - Epoch [177][320/940] lr: 4.000e-03, eta: 1 day, 3:27:41, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.6439, top5_acc: 0.8377, loss_cls: 1.4940, loss: 1.4940, grad_norm: 3.5244 2022-02-10 06:13:39,289 - mmaction - INFO - Epoch [177][340/940] lr: 4.000e-03, eta: 1 day, 3:27:13, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.6502, top5_acc: 0.8400, loss_cls: 1.4651, loss: 1.4651, grad_norm: 3.5044 2022-02-10 06:14:03,858 - mmaction - INFO - Epoch [177][360/940] lr: 4.000e-03, eta: 1 day, 3:26:46, time: 1.228, data_time: 0.106, memory: 9497, top1_acc: 0.6510, top5_acc: 0.8443, loss_cls: 1.4626, loss: 1.4626, grad_norm: 3.5439 2022-02-10 06:14:27,398 - mmaction - INFO - Epoch [177][380/940] lr: 4.000e-03, eta: 1 day, 3:26:18, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6500, top5_acc: 0.8338, loss_cls: 1.4846, loss: 1.4846, grad_norm: 3.5225 2022-02-10 06:14:50,906 - mmaction - INFO - Epoch [177][400/940] lr: 4.000e-03, eta: 1 day, 3:25:50, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.5143, loss: 1.5143, grad_norm: 3.5544 2022-02-10 06:15:14,571 - mmaction - INFO - Epoch [177][420/940] lr: 4.000e-03, eta: 1 day, 3:25:23, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8322, loss_cls: 1.5172, loss: 1.5172, grad_norm: 3.4639 2022-02-10 06:15:38,197 - mmaction - INFO - Epoch [177][440/940] lr: 4.000e-03, eta: 1 day, 3:24:55, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6436, top5_acc: 0.8352, loss_cls: 1.5082, loss: 1.5082, grad_norm: 3.5004 2022-02-10 06:16:01,571 - mmaction - INFO - Epoch [177][460/940] lr: 4.000e-03, eta: 1 day, 3:24:27, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.6486, top5_acc: 0.8410, loss_cls: 1.4780, loss: 1.4780, grad_norm: 3.4650 2022-02-10 06:16:24,998 - mmaction - INFO - Epoch [177][480/940] lr: 4.000e-03, eta: 1 day, 3:24:00, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6459, top5_acc: 0.8359, loss_cls: 1.4910, loss: 1.4910, grad_norm: 3.4489 2022-02-10 06:16:48,483 - mmaction - INFO - Epoch [177][500/940] lr: 4.000e-03, eta: 1 day, 3:23:32, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6436, top5_acc: 0.8449, loss_cls: 1.4781, loss: 1.4781, grad_norm: 3.5670 2022-02-10 06:17:11,922 - mmaction - INFO - Epoch [177][520/940] lr: 4.000e-03, eta: 1 day, 3:23:04, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6371, top5_acc: 0.8352, loss_cls: 1.5256, loss: 1.5256, grad_norm: 3.5391 2022-02-10 06:17:35,304 - mmaction - INFO - Epoch [177][540/940] lr: 4.000e-03, eta: 1 day, 3:22:36, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6533, top5_acc: 0.8379, loss_cls: 1.4830, loss: 1.4830, grad_norm: 3.5271 2022-02-10 06:17:58,805 - mmaction - INFO - Epoch [177][560/940] lr: 4.000e-03, eta: 1 day, 3:22:09, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6332, top5_acc: 0.8285, loss_cls: 1.5403, loss: 1.5403, grad_norm: 3.5972 2022-02-10 06:18:22,288 - mmaction - INFO - Epoch [177][580/940] lr: 4.000e-03, eta: 1 day, 3:21:41, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6262, top5_acc: 0.8232, loss_cls: 1.5505, loss: 1.5505, grad_norm: 3.5727 2022-02-10 06:18:45,945 - mmaction - INFO - Epoch [177][600/940] lr: 4.000e-03, eta: 1 day, 3:21:13, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6379, top5_acc: 0.8336, loss_cls: 1.5076, loss: 1.5076, grad_norm: 3.4741 2022-02-10 06:19:09,389 - mmaction - INFO - Epoch [177][620/940] lr: 4.000e-03, eta: 1 day, 3:20:46, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6447, top5_acc: 0.8305, loss_cls: 1.5082, loss: 1.5082, grad_norm: 3.4396 2022-02-10 06:19:32,917 - mmaction - INFO - Epoch [177][640/940] lr: 4.000e-03, eta: 1 day, 3:20:18, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6414, top5_acc: 0.8357, loss_cls: 1.5258, loss: 1.5258, grad_norm: 3.5292 2022-02-10 06:19:56,507 - mmaction - INFO - Epoch [177][660/940] lr: 4.000e-03, eta: 1 day, 3:19:50, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8357, loss_cls: 1.4919, loss: 1.4919, grad_norm: 3.5050 2022-02-10 06:20:20,042 - mmaction - INFO - Epoch [177][680/940] lr: 4.000e-03, eta: 1 day, 3:19:23, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6520, top5_acc: 0.8453, loss_cls: 1.4403, loss: 1.4403, grad_norm: 3.4102 2022-02-10 06:20:43,555 - mmaction - INFO - Epoch [177][700/940] lr: 4.000e-03, eta: 1 day, 3:18:55, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8340, loss_cls: 1.5286, loss: 1.5286, grad_norm: 3.5207 2022-02-10 06:21:07,123 - mmaction - INFO - Epoch [177][720/940] lr: 4.000e-03, eta: 1 day, 3:18:27, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6408, top5_acc: 0.8447, loss_cls: 1.4972, loss: 1.4972, grad_norm: 3.4898 2022-02-10 06:21:30,652 - mmaction - INFO - Epoch [177][740/940] lr: 4.000e-03, eta: 1 day, 3:18:00, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6336, top5_acc: 0.8318, loss_cls: 1.5416, loss: 1.5416, grad_norm: 3.5187 2022-02-10 06:21:54,201 - mmaction - INFO - Epoch [177][760/940] lr: 4.000e-03, eta: 1 day, 3:17:32, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6475, top5_acc: 0.8402, loss_cls: 1.4780, loss: 1.4780, grad_norm: 3.4722 2022-02-10 06:22:17,643 - mmaction - INFO - Epoch [177][780/940] lr: 4.000e-03, eta: 1 day, 3:17:04, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8387, loss_cls: 1.4994, loss: 1.4994, grad_norm: 3.5146 2022-02-10 06:22:41,194 - mmaction - INFO - Epoch [177][800/940] lr: 4.000e-03, eta: 1 day, 3:16:37, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6361, top5_acc: 0.8348, loss_cls: 1.5074, loss: 1.5074, grad_norm: 3.5186 2022-02-10 06:23:04,765 - mmaction - INFO - Epoch [177][820/940] lr: 4.000e-03, eta: 1 day, 3:16:09, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6328, top5_acc: 0.8346, loss_cls: 1.5157, loss: 1.5157, grad_norm: 3.5334 2022-02-10 06:23:28,280 - mmaction - INFO - Epoch [177][840/940] lr: 4.000e-03, eta: 1 day, 3:15:41, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6354, top5_acc: 0.8285, loss_cls: 1.5437, loss: 1.5437, grad_norm: 3.5401 2022-02-10 06:23:51,983 - mmaction - INFO - Epoch [177][860/940] lr: 4.000e-03, eta: 1 day, 3:15:14, time: 1.185, data_time: 0.058, memory: 9497, top1_acc: 0.6477, top5_acc: 0.8389, loss_cls: 1.5045, loss: 1.5045, grad_norm: 3.5217 2022-02-10 06:24:15,594 - mmaction - INFO - Epoch [177][880/940] lr: 4.000e-03, eta: 1 day, 3:14:46, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6295, top5_acc: 0.8281, loss_cls: 1.5343, loss: 1.5343, grad_norm: 3.5569 2022-02-10 06:24:39,303 - mmaction - INFO - Epoch [177][900/940] lr: 4.000e-03, eta: 1 day, 3:14:18, time: 1.186, data_time: 0.061, memory: 9497, top1_acc: 0.6475, top5_acc: 0.8332, loss_cls: 1.4949, loss: 1.4949, grad_norm: 3.5236 2022-02-10 06:25:02,819 - mmaction - INFO - Epoch [177][920/940] lr: 4.000e-03, eta: 1 day, 3:13:51, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6428, top5_acc: 0.8367, loss_cls: 1.5190, loss: 1.5190, grad_norm: 3.5456 2022-02-10 06:25:25,259 - mmaction - INFO - Epoch [177][940/940] lr: 4.000e-03, eta: 1 day, 3:13:22, time: 1.122, data_time: 0.056, memory: 9497, top1_acc: 0.6339, top5_acc: 0.8287, loss_cls: 1.5565, loss: 1.5565, grad_norm: 3.5283 2022-02-10 06:29:03,734 - mmaction - INFO - Epoch [178][20/940] lr: 4.000e-03, eta: 1 day, 3:14:18, time: 10.525, data_time: 8.555, memory: 9497, top1_acc: 0.6506, top5_acc: 0.8459, loss_cls: 1.4598, loss: 1.4598, grad_norm: 3.4806 2022-02-10 06:29:26,760 - mmaction - INFO - Epoch [178][40/940] lr: 4.000e-03, eta: 1 day, 3:13:50, time: 1.151, data_time: 0.044, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8379, loss_cls: 1.4677, loss: 1.4677, grad_norm: 3.4406 2022-02-10 06:29:49,972 - mmaction - INFO - Epoch [178][60/940] lr: 4.000e-03, eta: 1 day, 3:13:22, time: 1.160, data_time: 0.042, memory: 9497, top1_acc: 0.6354, top5_acc: 0.8295, loss_cls: 1.5602, loss: 1.5602, grad_norm: 3.5960 2022-02-10 06:30:13,293 - mmaction - INFO - Epoch [178][80/940] lr: 4.000e-03, eta: 1 day, 3:12:55, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8396, loss_cls: 1.4915, loss: 1.4915, grad_norm: 3.5634 2022-02-10 06:30:36,500 - mmaction - INFO - Epoch [178][100/940] lr: 4.000e-03, eta: 1 day, 3:12:27, time: 1.160, data_time: 0.049, memory: 9497, top1_acc: 0.6584, top5_acc: 0.8412, loss_cls: 1.4570, loss: 1.4570, grad_norm: 3.4544 2022-02-10 06:30:59,596 - mmaction - INFO - Epoch [178][120/940] lr: 4.000e-03, eta: 1 day, 3:11:59, time: 1.156, data_time: 0.052, memory: 9497, top1_acc: 0.6373, top5_acc: 0.8383, loss_cls: 1.5252, loss: 1.5252, grad_norm: 3.5637 2022-02-10 06:31:22,875 - mmaction - INFO - Epoch [178][140/940] lr: 4.000e-03, eta: 1 day, 3:11:31, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8371, loss_cls: 1.4980, loss: 1.4980, grad_norm: 3.4966 2022-02-10 06:31:46,076 - mmaction - INFO - Epoch [178][160/940] lr: 4.000e-03, eta: 1 day, 3:11:03, time: 1.160, data_time: 0.051, memory: 9497, top1_acc: 0.6414, top5_acc: 0.8324, loss_cls: 1.5053, loss: 1.5053, grad_norm: 3.5443 2022-02-10 06:32:09,427 - mmaction - INFO - Epoch [178][180/940] lr: 4.000e-03, eta: 1 day, 3:10:36, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.6375, top5_acc: 0.8270, loss_cls: 1.5003, loss: 1.5003, grad_norm: 3.4719 2022-02-10 06:32:32,765 - mmaction - INFO - Epoch [178][200/940] lr: 4.000e-03, eta: 1 day, 3:10:08, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.6328, top5_acc: 0.8238, loss_cls: 1.5469, loss: 1.5469, grad_norm: 3.5844 2022-02-10 06:32:56,143 - mmaction - INFO - Epoch [178][220/940] lr: 4.000e-03, eta: 1 day, 3:09:40, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4562, loss: 1.4562, grad_norm: 3.4650 2022-02-10 06:33:19,602 - mmaction - INFO - Epoch [178][240/940] lr: 4.000e-03, eta: 1 day, 3:09:12, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6252, top5_acc: 0.8240, loss_cls: 1.5785, loss: 1.5785, grad_norm: 3.5918 2022-02-10 06:33:43,145 - mmaction - INFO - Epoch [178][260/940] lr: 4.000e-03, eta: 1 day, 3:08:45, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6428, top5_acc: 0.8369, loss_cls: 1.5028, loss: 1.5028, grad_norm: 3.5037 2022-02-10 06:34:06,595 - mmaction - INFO - Epoch [178][280/940] lr: 4.000e-03, eta: 1 day, 3:08:17, time: 1.172, data_time: 0.046, memory: 9497, top1_acc: 0.6436, top5_acc: 0.8420, loss_cls: 1.4898, loss: 1.4898, grad_norm: 3.4846 2022-02-10 06:34:30,206 - mmaction - INFO - Epoch [178][300/940] lr: 4.000e-03, eta: 1 day, 3:07:49, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8383, loss_cls: 1.4887, loss: 1.4887, grad_norm: 3.4685 2022-02-10 06:34:53,729 - mmaction - INFO - Epoch [178][320/940] lr: 4.000e-03, eta: 1 day, 3:07:21, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6479, top5_acc: 0.8299, loss_cls: 1.5042, loss: 1.5042, grad_norm: 3.4802 2022-02-10 06:35:17,144 - mmaction - INFO - Epoch [178][340/940] lr: 4.000e-03, eta: 1 day, 3:06:54, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8332, loss_cls: 1.5388, loss: 1.5388, grad_norm: 3.5329 2022-02-10 06:35:40,739 - mmaction - INFO - Epoch [178][360/940] lr: 4.000e-03, eta: 1 day, 3:06:26, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6383, top5_acc: 0.8393, loss_cls: 1.5023, loss: 1.5023, grad_norm: 3.5225 2022-02-10 06:36:04,188 - mmaction - INFO - Epoch [178][380/940] lr: 4.000e-03, eta: 1 day, 3:05:58, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8287, loss_cls: 1.5195, loss: 1.5195, grad_norm: 3.5128 2022-02-10 06:36:27,695 - mmaction - INFO - Epoch [178][400/940] lr: 4.000e-03, eta: 1 day, 3:05:31, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8266, loss_cls: 1.5233, loss: 1.5233, grad_norm: 3.4746 2022-02-10 06:36:51,196 - mmaction - INFO - Epoch [178][420/940] lr: 4.000e-03, eta: 1 day, 3:05:03, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6371, top5_acc: 0.8332, loss_cls: 1.5281, loss: 1.5281, grad_norm: 3.5791 2022-02-10 06:37:14,727 - mmaction - INFO - Epoch [178][440/940] lr: 4.000e-03, eta: 1 day, 3:04:35, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8355, loss_cls: 1.5161, loss: 1.5161, grad_norm: 3.5889 2022-02-10 06:37:38,302 - mmaction - INFO - Epoch [178][460/940] lr: 4.000e-03, eta: 1 day, 3:04:08, time: 1.180, data_time: 0.064, memory: 9497, top1_acc: 0.6238, top5_acc: 0.8291, loss_cls: 1.5450, loss: 1.5450, grad_norm: 3.5505 2022-02-10 06:38:01,727 - mmaction - INFO - Epoch [178][480/940] lr: 4.000e-03, eta: 1 day, 3:03:40, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.4710, loss: 1.4710, grad_norm: 3.4371 2022-02-10 06:38:25,246 - mmaction - INFO - Epoch [178][500/940] lr: 4.000e-03, eta: 1 day, 3:03:12, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8412, loss_cls: 1.4818, loss: 1.4818, grad_norm: 3.4858 2022-02-10 06:38:48,802 - mmaction - INFO - Epoch [178][520/940] lr: 4.000e-03, eta: 1 day, 3:02:45, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6334, top5_acc: 0.8311, loss_cls: 1.5300, loss: 1.5300, grad_norm: 3.5244 2022-02-10 06:39:12,369 - mmaction - INFO - Epoch [178][540/940] lr: 4.000e-03, eta: 1 day, 3:02:17, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6420, top5_acc: 0.8369, loss_cls: 1.5182, loss: 1.5182, grad_norm: 3.5666 2022-02-10 06:39:36,003 - mmaction - INFO - Epoch [178][560/940] lr: 4.000e-03, eta: 1 day, 3:01:49, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.6373, top5_acc: 0.8291, loss_cls: 1.5316, loss: 1.5316, grad_norm: 3.5663 2022-02-10 06:39:59,552 - mmaction - INFO - Epoch [178][580/940] lr: 4.000e-03, eta: 1 day, 3:01:22, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6408, top5_acc: 0.8373, loss_cls: 1.4986, loss: 1.4986, grad_norm: 3.5710 2022-02-10 06:40:23,577 - mmaction - INFO - Epoch [178][600/940] lr: 4.000e-03, eta: 1 day, 3:00:54, time: 1.201, data_time: 0.051, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8393, loss_cls: 1.4990, loss: 1.4990, grad_norm: 3.5010 2022-02-10 06:40:47,169 - mmaction - INFO - Epoch [178][620/940] lr: 4.000e-03, eta: 1 day, 3:00:26, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6391, top5_acc: 0.8268, loss_cls: 1.5518, loss: 1.5518, grad_norm: 3.5989 2022-02-10 06:41:10,801 - mmaction - INFO - Epoch [178][640/940] lr: 4.000e-03, eta: 1 day, 2:59:59, time: 1.182, data_time: 0.050, memory: 9497, top1_acc: 0.6232, top5_acc: 0.8164, loss_cls: 1.5799, loss: 1.5799, grad_norm: 3.5540 2022-02-10 06:41:34,405 - mmaction - INFO - Epoch [178][660/940] lr: 4.000e-03, eta: 1 day, 2:59:31, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8387, loss_cls: 1.4966, loss: 1.4966, grad_norm: 3.4782 2022-02-10 06:41:58,042 - mmaction - INFO - Epoch [178][680/940] lr: 4.000e-03, eta: 1 day, 2:59:04, time: 1.182, data_time: 0.049, memory: 9497, top1_acc: 0.6498, top5_acc: 0.8357, loss_cls: 1.4907, loss: 1.4907, grad_norm: 3.5240 2022-02-10 06:42:21,492 - mmaction - INFO - Epoch [178][700/940] lr: 4.000e-03, eta: 1 day, 2:58:36, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.6438, top5_acc: 0.8377, loss_cls: 1.4866, loss: 1.4866, grad_norm: 3.5302 2022-02-10 06:42:45,025 - mmaction - INFO - Epoch [178][720/940] lr: 4.000e-03, eta: 1 day, 2:58:08, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8316, loss_cls: 1.5271, loss: 1.5271, grad_norm: 3.5437 2022-02-10 06:43:08,557 - mmaction - INFO - Epoch [178][740/940] lr: 4.000e-03, eta: 1 day, 2:57:41, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6402, top5_acc: 0.8359, loss_cls: 1.5020, loss: 1.5020, grad_norm: 3.5181 2022-02-10 06:43:32,121 - mmaction - INFO - Epoch [178][760/940] lr: 4.000e-03, eta: 1 day, 2:57:13, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6334, top5_acc: 0.8363, loss_cls: 1.5170, loss: 1.5170, grad_norm: 3.5069 2022-02-10 06:43:55,642 - mmaction - INFO - Epoch [178][780/940] lr: 4.000e-03, eta: 1 day, 2:56:45, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6480, top5_acc: 0.8346, loss_cls: 1.4755, loss: 1.4755, grad_norm: 3.4513 2022-02-10 06:44:19,151 - mmaction - INFO - Epoch [178][800/940] lr: 4.000e-03, eta: 1 day, 2:56:18, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6412, top5_acc: 0.8320, loss_cls: 1.5150, loss: 1.5150, grad_norm: 3.5423 2022-02-10 06:44:42,737 - mmaction - INFO - Epoch [178][820/940] lr: 4.000e-03, eta: 1 day, 2:55:50, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5672, loss: 1.5672, grad_norm: 3.6134 2022-02-10 06:45:06,261 - mmaction - INFO - Epoch [178][840/940] lr: 4.000e-03, eta: 1 day, 2:55:22, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8404, loss_cls: 1.4829, loss: 1.4829, grad_norm: 3.4964 2022-02-10 06:45:29,737 - mmaction - INFO - Epoch [178][860/940] lr: 4.000e-03, eta: 1 day, 2:54:55, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8354, loss_cls: 1.5315, loss: 1.5315, grad_norm: 3.5534 2022-02-10 06:45:53,386 - mmaction - INFO - Epoch [178][880/940] lr: 4.000e-03, eta: 1 day, 2:54:27, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6414, top5_acc: 0.8320, loss_cls: 1.5210, loss: 1.5210, grad_norm: 3.5418 2022-02-10 06:46:16,904 - mmaction - INFO - Epoch [178][900/940] lr: 4.000e-03, eta: 1 day, 2:53:59, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6410, top5_acc: 0.8268, loss_cls: 1.5198, loss: 1.5198, grad_norm: 3.5800 2022-02-10 06:46:40,355 - mmaction - INFO - Epoch [178][920/940] lr: 4.000e-03, eta: 1 day, 2:53:32, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.6502, top5_acc: 0.8414, loss_cls: 1.4814, loss: 1.4814, grad_norm: 3.5163 2022-02-10 06:47:02,656 - mmaction - INFO - Epoch [178][940/940] lr: 4.000e-03, eta: 1 day, 2:53:03, time: 1.115, data_time: 0.051, memory: 9497, top1_acc: 0.6388, top5_acc: 0.8291, loss_cls: 1.5560, loss: 1.5560, grad_norm: 3.5713 2022-02-10 06:50:15,761 - mmaction - INFO - Epoch [179][20/940] lr: 4.000e-03, eta: 1 day, 2:53:48, time: 9.404, data_time: 8.117, memory: 9497, top1_acc: 0.6449, top5_acc: 0.8363, loss_cls: 1.5036, loss: 1.5036, grad_norm: 3.4554 2022-02-10 06:50:38,788 - mmaction - INFO - Epoch [179][40/940] lr: 4.000e-03, eta: 1 day, 2:53:20, time: 1.155, data_time: 0.047, memory: 9497, top1_acc: 0.6482, top5_acc: 0.8361, loss_cls: 1.5026, loss: 1.5026, grad_norm: 3.6100 2022-02-10 06:51:01,931 - mmaction - INFO - Epoch [179][60/940] lr: 4.000e-03, eta: 1 day, 2:52:52, time: 1.157, data_time: 0.039, memory: 9497, top1_acc: 0.6580, top5_acc: 0.8467, loss_cls: 1.4381, loss: 1.4381, grad_norm: 3.4820 2022-02-10 06:51:25,153 - mmaction - INFO - Epoch [179][80/940] lr: 4.000e-03, eta: 1 day, 2:52:24, time: 1.161, data_time: 0.040, memory: 9497, top1_acc: 0.6430, top5_acc: 0.8285, loss_cls: 1.5100, loss: 1.5100, grad_norm: 3.5563 2022-02-10 06:51:48,333 - mmaction - INFO - Epoch [179][100/940] lr: 4.000e-03, eta: 1 day, 2:51:56, time: 1.159, data_time: 0.042, memory: 9497, top1_acc: 0.6439, top5_acc: 0.8363, loss_cls: 1.5176, loss: 1.5176, grad_norm: 3.5166 2022-02-10 06:52:11,690 - mmaction - INFO - Epoch [179][120/940] lr: 4.000e-03, eta: 1 day, 2:51:29, time: 1.168, data_time: 0.044, memory: 9497, top1_acc: 0.6357, top5_acc: 0.8348, loss_cls: 1.5233, loss: 1.5233, grad_norm: 3.5697 2022-02-10 06:52:34,980 - mmaction - INFO - Epoch [179][140/940] lr: 4.000e-03, eta: 1 day, 2:51:01, time: 1.164, data_time: 0.050, memory: 9497, top1_acc: 0.6400, top5_acc: 0.8301, loss_cls: 1.5122, loss: 1.5122, grad_norm: 3.5890 2022-02-10 06:52:58,319 - mmaction - INFO - Epoch [179][160/940] lr: 4.000e-03, eta: 1 day, 2:50:33, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8377, loss_cls: 1.4735, loss: 1.4735, grad_norm: 3.4955 2022-02-10 06:53:21,673 - mmaction - INFO - Epoch [179][180/940] lr: 4.000e-03, eta: 1 day, 2:50:05, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.6330, top5_acc: 0.8350, loss_cls: 1.5382, loss: 1.5382, grad_norm: 3.6520 2022-02-10 06:53:45,179 - mmaction - INFO - Epoch [179][200/940] lr: 4.000e-03, eta: 1 day, 2:49:38, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8316, loss_cls: 1.5197, loss: 1.5197, grad_norm: 3.5434 2022-02-10 06:54:08,581 - mmaction - INFO - Epoch [179][220/940] lr: 4.000e-03, eta: 1 day, 2:49:10, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6510, top5_acc: 0.8389, loss_cls: 1.4646, loss: 1.4646, grad_norm: 3.4966 2022-02-10 06:54:32,298 - mmaction - INFO - Epoch [179][240/940] lr: 4.000e-03, eta: 1 day, 2:48:42, time: 1.186, data_time: 0.066, memory: 9497, top1_acc: 0.6434, top5_acc: 0.8361, loss_cls: 1.5118, loss: 1.5118, grad_norm: 3.5091 2022-02-10 06:54:55,793 - mmaction - INFO - Epoch [179][260/940] lr: 4.000e-03, eta: 1 day, 2:48:15, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8410, loss_cls: 1.4771, loss: 1.4771, grad_norm: 3.5882 2022-02-10 06:55:19,281 - mmaction - INFO - Epoch [179][280/940] lr: 4.000e-03, eta: 1 day, 2:47:47, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6371, top5_acc: 0.8395, loss_cls: 1.4897, loss: 1.4897, grad_norm: 3.5168 2022-02-10 06:55:42,737 - mmaction - INFO - Epoch [179][300/940] lr: 4.000e-03, eta: 1 day, 2:47:19, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6348, top5_acc: 0.8268, loss_cls: 1.5435, loss: 1.5435, grad_norm: 3.5292 2022-02-10 06:56:06,226 - mmaction - INFO - Epoch [179][320/940] lr: 4.000e-03, eta: 1 day, 2:46:52, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8320, loss_cls: 1.5378, loss: 1.5378, grad_norm: 3.5531 2022-02-10 06:56:29,798 - mmaction - INFO - Epoch [179][340/940] lr: 4.000e-03, eta: 1 day, 2:46:24, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6293, top5_acc: 0.8277, loss_cls: 1.5522, loss: 1.5522, grad_norm: 3.5511 2022-02-10 06:56:53,266 - mmaction - INFO - Epoch [179][360/940] lr: 4.000e-03, eta: 1 day, 2:45:56, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.6521, top5_acc: 0.8428, loss_cls: 1.4639, loss: 1.4639, grad_norm: 3.4354 2022-02-10 06:57:16,833 - mmaction - INFO - Epoch [179][380/940] lr: 4.000e-03, eta: 1 day, 2:45:29, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6488, top5_acc: 0.8434, loss_cls: 1.4723, loss: 1.4723, grad_norm: 3.5475 2022-02-10 06:57:40,372 - mmaction - INFO - Epoch [179][400/940] lr: 4.000e-03, eta: 1 day, 2:45:01, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6338, top5_acc: 0.8328, loss_cls: 1.5195, loss: 1.5195, grad_norm: 3.5671 2022-02-10 06:58:03,923 - mmaction - INFO - Epoch [179][420/940] lr: 4.000e-03, eta: 1 day, 2:44:33, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6346, top5_acc: 0.8373, loss_cls: 1.5118, loss: 1.5118, grad_norm: 3.6184 2022-02-10 06:58:27,503 - mmaction - INFO - Epoch [179][440/940] lr: 4.000e-03, eta: 1 day, 2:44:06, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4673, loss: 1.4673, grad_norm: 3.5237 2022-02-10 06:58:51,070 - mmaction - INFO - Epoch [179][460/940] lr: 4.000e-03, eta: 1 day, 2:43:38, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.5221, loss: 1.5221, grad_norm: 3.5560 2022-02-10 06:59:14,583 - mmaction - INFO - Epoch [179][480/940] lr: 4.000e-03, eta: 1 day, 2:43:10, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6418, top5_acc: 0.8361, loss_cls: 1.4942, loss: 1.4942, grad_norm: 3.4758 2022-02-10 06:59:38,138 - mmaction - INFO - Epoch [179][500/940] lr: 4.000e-03, eta: 1 day, 2:42:43, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6412, top5_acc: 0.8420, loss_cls: 1.4853, loss: 1.4853, grad_norm: 3.5199 2022-02-10 07:00:01,643 - mmaction - INFO - Epoch [179][520/940] lr: 4.000e-03, eta: 1 day, 2:42:15, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.6426, top5_acc: 0.8271, loss_cls: 1.5373, loss: 1.5373, grad_norm: 3.5722 2022-02-10 07:00:25,210 - mmaction - INFO - Epoch [179][540/940] lr: 4.000e-03, eta: 1 day, 2:41:47, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.6449, top5_acc: 0.8375, loss_cls: 1.4812, loss: 1.4812, grad_norm: 3.5090 2022-02-10 07:00:48,796 - mmaction - INFO - Epoch [179][560/940] lr: 4.000e-03, eta: 1 day, 2:41:20, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6369, top5_acc: 0.8398, loss_cls: 1.5106, loss: 1.5106, grad_norm: 3.5975 2022-02-10 07:01:12,305 - mmaction - INFO - Epoch [179][580/940] lr: 4.000e-03, eta: 1 day, 2:40:52, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6381, top5_acc: 0.8328, loss_cls: 1.5180, loss: 1.5180, grad_norm: 3.5625 2022-02-10 07:01:35,879 - mmaction - INFO - Epoch [179][600/940] lr: 4.000e-03, eta: 1 day, 2:40:24, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6387, top5_acc: 0.8301, loss_cls: 1.5215, loss: 1.5215, grad_norm: 3.5628 2022-02-10 07:01:59,395 - mmaction - INFO - Epoch [179][620/940] lr: 4.000e-03, eta: 1 day, 2:39:57, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6529, top5_acc: 0.8400, loss_cls: 1.4605, loss: 1.4605, grad_norm: 3.5260 2022-02-10 07:02:23,658 - mmaction - INFO - Epoch [179][640/940] lr: 4.000e-03, eta: 1 day, 2:39:29, time: 1.212, data_time: 0.086, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8447, loss_cls: 1.4747, loss: 1.4747, grad_norm: 3.5909 2022-02-10 07:02:47,212 - mmaction - INFO - Epoch [179][660/940] lr: 4.000e-03, eta: 1 day, 2:39:02, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6402, top5_acc: 0.8336, loss_cls: 1.5161, loss: 1.5161, grad_norm: 3.5482 2022-02-10 07:03:10,677 - mmaction - INFO - Epoch [179][680/940] lr: 4.000e-03, eta: 1 day, 2:38:34, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.6254, top5_acc: 0.8236, loss_cls: 1.5836, loss: 1.5836, grad_norm: 3.6054 2022-02-10 07:03:34,154 - mmaction - INFO - Epoch [179][700/940] lr: 4.000e-03, eta: 1 day, 2:38:06, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6461, top5_acc: 0.8289, loss_cls: 1.4860, loss: 1.4860, grad_norm: 3.4767 2022-02-10 07:03:57,564 - mmaction - INFO - Epoch [179][720/940] lr: 4.000e-03, eta: 1 day, 2:37:39, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8303, loss_cls: 1.5178, loss: 1.5178, grad_norm: 3.5823 2022-02-10 07:04:21,041 - mmaction - INFO - Epoch [179][740/940] lr: 4.000e-03, eta: 1 day, 2:37:11, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6354, top5_acc: 0.8281, loss_cls: 1.5399, loss: 1.5399, grad_norm: 3.6104 2022-02-10 07:04:44,533 - mmaction - INFO - Epoch [179][760/940] lr: 4.000e-03, eta: 1 day, 2:36:43, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6400, top5_acc: 0.8330, loss_cls: 1.5316, loss: 1.5316, grad_norm: 3.6445 2022-02-10 07:05:08,084 - mmaction - INFO - Epoch [179][780/940] lr: 4.000e-03, eta: 1 day, 2:36:16, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6494, top5_acc: 0.8332, loss_cls: 1.5038, loss: 1.5038, grad_norm: 3.5393 2022-02-10 07:05:31,608 - mmaction - INFO - Epoch [179][800/940] lr: 4.000e-03, eta: 1 day, 2:35:48, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6477, top5_acc: 0.8361, loss_cls: 1.4839, loss: 1.4839, grad_norm: 3.5051 2022-02-10 07:05:55,150 - mmaction - INFO - Epoch [179][820/940] lr: 4.000e-03, eta: 1 day, 2:35:20, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6408, top5_acc: 0.8299, loss_cls: 1.5012, loss: 1.5012, grad_norm: 3.5176 2022-02-10 07:06:18,544 - mmaction - INFO - Epoch [179][840/940] lr: 4.000e-03, eta: 1 day, 2:34:53, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.6342, top5_acc: 0.8309, loss_cls: 1.5345, loss: 1.5345, grad_norm: 3.5738 2022-02-10 07:06:41,989 - mmaction - INFO - Epoch [179][860/940] lr: 4.000e-03, eta: 1 day, 2:34:25, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6463, top5_acc: 0.8393, loss_cls: 1.4931, loss: 1.4931, grad_norm: 3.5152 2022-02-10 07:07:05,424 - mmaction - INFO - Epoch [179][880/940] lr: 4.000e-03, eta: 1 day, 2:33:57, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.6381, top5_acc: 0.8402, loss_cls: 1.5082, loss: 1.5082, grad_norm: 3.6298 2022-02-10 07:07:28,998 - mmaction - INFO - Epoch [179][900/940] lr: 4.000e-03, eta: 1 day, 2:33:30, time: 1.179, data_time: 0.049, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8363, loss_cls: 1.4993, loss: 1.4993, grad_norm: 3.5737 2022-02-10 07:07:52,583 - mmaction - INFO - Epoch [179][920/940] lr: 4.000e-03, eta: 1 day, 2:33:02, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6369, top5_acc: 0.8277, loss_cls: 1.5399, loss: 1.5399, grad_norm: 3.5902 2022-02-10 07:08:15,276 - mmaction - INFO - Epoch [179][940/940] lr: 4.000e-03, eta: 1 day, 2:32:34, time: 1.135, data_time: 0.056, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8371, loss_cls: 1.4964, loss: 1.4964, grad_norm: 3.5894 2022-02-10 07:11:52,125 - mmaction - INFO - Epoch [180][20/940] lr: 4.000e-03, eta: 1 day, 2:33:26, time: 10.406, data_time: 9.160, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8330, loss_cls: 1.5079, loss: 1.5079, grad_norm: 3.5569 2022-02-10 07:12:15,146 - mmaction - INFO - Epoch [180][40/940] lr: 4.000e-03, eta: 1 day, 2:32:58, time: 1.152, data_time: 0.049, memory: 9497, top1_acc: 0.6406, top5_acc: 0.8355, loss_cls: 1.5167, loss: 1.5167, grad_norm: 3.5704 2022-02-10 07:12:38,240 - mmaction - INFO - Epoch [180][60/940] lr: 4.000e-03, eta: 1 day, 2:32:30, time: 1.155, data_time: 0.044, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8375, loss_cls: 1.5007, loss: 1.5007, grad_norm: 3.5652 2022-02-10 07:13:01,525 - mmaction - INFO - Epoch [180][80/940] lr: 4.000e-03, eta: 1 day, 2:32:02, time: 1.164, data_time: 0.045, memory: 9497, top1_acc: 0.6533, top5_acc: 0.8379, loss_cls: 1.4849, loss: 1.4849, grad_norm: 3.5609 2022-02-10 07:13:24,811 - mmaction - INFO - Epoch [180][100/940] lr: 4.000e-03, eta: 1 day, 2:31:35, time: 1.165, data_time: 0.046, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8393, loss_cls: 1.4862, loss: 1.4862, grad_norm: 3.5916 2022-02-10 07:13:48,102 - mmaction - INFO - Epoch [180][120/940] lr: 4.000e-03, eta: 1 day, 2:31:07, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.6477, top5_acc: 0.8393, loss_cls: 1.4969, loss: 1.4969, grad_norm: 3.5612 2022-02-10 07:14:11,500 - mmaction - INFO - Epoch [180][140/940] lr: 4.000e-03, eta: 1 day, 2:30:39, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.6549, top5_acc: 0.8383, loss_cls: 1.4709, loss: 1.4709, grad_norm: 3.5156 2022-02-10 07:14:34,897 - mmaction - INFO - Epoch [180][160/940] lr: 4.000e-03, eta: 1 day, 2:30:11, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.6488, top5_acc: 0.8336, loss_cls: 1.4794, loss: 1.4794, grad_norm: 3.4928 2022-02-10 07:14:58,306 - mmaction - INFO - Epoch [180][180/940] lr: 4.000e-03, eta: 1 day, 2:29:44, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8342, loss_cls: 1.4961, loss: 1.4961, grad_norm: 3.5709 2022-02-10 07:15:21,719 - mmaction - INFO - Epoch [180][200/940] lr: 4.000e-03, eta: 1 day, 2:29:16, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.6439, top5_acc: 0.8355, loss_cls: 1.5032, loss: 1.5032, grad_norm: 3.5871 2022-02-10 07:15:45,191 - mmaction - INFO - Epoch [180][220/940] lr: 4.000e-03, eta: 1 day, 2:28:48, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6355, top5_acc: 0.8352, loss_cls: 1.5053, loss: 1.5053, grad_norm: 3.6242 2022-02-10 07:16:08,668 - mmaction - INFO - Epoch [180][240/940] lr: 4.000e-03, eta: 1 day, 2:28:21, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6523, top5_acc: 0.8389, loss_cls: 1.4549, loss: 1.4549, grad_norm: 3.5259 2022-02-10 07:16:32,144 - mmaction - INFO - Epoch [180][260/940] lr: 4.000e-03, eta: 1 day, 2:27:53, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.4834, loss: 1.4834, grad_norm: 3.6097 2022-02-10 07:16:55,654 - mmaction - INFO - Epoch [180][280/940] lr: 4.000e-03, eta: 1 day, 2:27:25, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6463, top5_acc: 0.8363, loss_cls: 1.5037, loss: 1.5037, grad_norm: 3.6181 2022-02-10 07:17:19,156 - mmaction - INFO - Epoch [180][300/940] lr: 4.000e-03, eta: 1 day, 2:26:58, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.6479, top5_acc: 0.8365, loss_cls: 1.4919, loss: 1.4919, grad_norm: 3.5754 2022-02-10 07:17:42,727 - mmaction - INFO - Epoch [180][320/940] lr: 4.000e-03, eta: 1 day, 2:26:30, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6383, top5_acc: 0.8258, loss_cls: 1.5390, loss: 1.5390, grad_norm: 3.6473 2022-02-10 07:18:06,267 - mmaction - INFO - Epoch [180][340/940] lr: 4.000e-03, eta: 1 day, 2:26:02, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6396, top5_acc: 0.8277, loss_cls: 1.5028, loss: 1.5028, grad_norm: 3.5140 2022-02-10 07:18:29,774 - mmaction - INFO - Epoch [180][360/940] lr: 4.000e-03, eta: 1 day, 2:25:35, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6492, top5_acc: 0.8350, loss_cls: 1.4931, loss: 1.4931, grad_norm: 3.5425 2022-02-10 07:18:53,302 - mmaction - INFO - Epoch [180][380/940] lr: 4.000e-03, eta: 1 day, 2:25:07, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6439, top5_acc: 0.8340, loss_cls: 1.4760, loss: 1.4760, grad_norm: 3.5543 2022-02-10 07:19:16,841 - mmaction - INFO - Epoch [180][400/940] lr: 4.000e-03, eta: 1 day, 2:24:39, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6502, top5_acc: 0.8334, loss_cls: 1.4928, loss: 1.4928, grad_norm: 3.5644 2022-02-10 07:19:40,300 - mmaction - INFO - Epoch [180][420/940] lr: 4.000e-03, eta: 1 day, 2:24:12, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.6482, top5_acc: 0.8369, loss_cls: 1.4729, loss: 1.4729, grad_norm: 3.5529 2022-02-10 07:20:03,896 - mmaction - INFO - Epoch [180][440/940] lr: 4.000e-03, eta: 1 day, 2:23:44, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8375, loss_cls: 1.5064, loss: 1.5064, grad_norm: 3.6536 2022-02-10 07:20:27,422 - mmaction - INFO - Epoch [180][460/940] lr: 4.000e-03, eta: 1 day, 2:23:16, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8434, loss_cls: 1.4534, loss: 1.4534, grad_norm: 3.5468 2022-02-10 07:20:50,927 - mmaction - INFO - Epoch [180][480/940] lr: 4.000e-03, eta: 1 day, 2:22:49, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6605, top5_acc: 0.8473, loss_cls: 1.4574, loss: 1.4574, grad_norm: 3.5590 2022-02-10 07:21:14,551 - mmaction - INFO - Epoch [180][500/940] lr: 4.000e-03, eta: 1 day, 2:22:21, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.6416, top5_acc: 0.8363, loss_cls: 1.4857, loss: 1.4857, grad_norm: 3.5714 2022-02-10 07:21:38,132 - mmaction - INFO - Epoch [180][520/940] lr: 4.000e-03, eta: 1 day, 2:21:53, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6447, top5_acc: 0.8369, loss_cls: 1.4836, loss: 1.4836, grad_norm: 3.5593 2022-02-10 07:22:01,633 - mmaction - INFO - Epoch [180][540/940] lr: 4.000e-03, eta: 1 day, 2:21:26, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6488, top5_acc: 0.8365, loss_cls: 1.4836, loss: 1.4836, grad_norm: 3.5954 2022-02-10 07:22:25,306 - mmaction - INFO - Epoch [180][560/940] lr: 4.000e-03, eta: 1 day, 2:20:58, time: 1.184, data_time: 0.060, memory: 9497, top1_acc: 0.6398, top5_acc: 0.8266, loss_cls: 1.5301, loss: 1.5301, grad_norm: 3.6401 2022-02-10 07:22:48,936 - mmaction - INFO - Epoch [180][580/940] lr: 4.000e-03, eta: 1 day, 2:20:31, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.5055, loss: 1.5055, grad_norm: 3.5406 2022-02-10 07:23:12,398 - mmaction - INFO - Epoch [180][600/940] lr: 4.000e-03, eta: 1 day, 2:20:03, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6438, top5_acc: 0.8307, loss_cls: 1.5036, loss: 1.5036, grad_norm: 3.5655 2022-02-10 07:23:35,956 - mmaction - INFO - Epoch [180][620/940] lr: 4.000e-03, eta: 1 day, 2:19:35, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8238, loss_cls: 1.5504, loss: 1.5504, grad_norm: 3.5189 2022-02-10 07:23:59,364 - mmaction - INFO - Epoch [180][640/940] lr: 4.000e-03, eta: 1 day, 2:19:08, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8305, loss_cls: 1.5207, loss: 1.5207, grad_norm: 3.6030 2022-02-10 07:24:22,935 - mmaction - INFO - Epoch [180][660/940] lr: 4.000e-03, eta: 1 day, 2:18:40, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6449, top5_acc: 0.8393, loss_cls: 1.4896, loss: 1.4896, grad_norm: 3.5982 2022-02-10 07:24:46,592 - mmaction - INFO - Epoch [180][680/940] lr: 4.000e-03, eta: 1 day, 2:18:12, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.6473, top5_acc: 0.8350, loss_cls: 1.4942, loss: 1.4942, grad_norm: 3.6693 2022-02-10 07:25:10,360 - mmaction - INFO - Epoch [180][700/940] lr: 4.000e-03, eta: 1 day, 2:17:45, time: 1.189, data_time: 0.061, memory: 9497, top1_acc: 0.6459, top5_acc: 0.8379, loss_cls: 1.5101, loss: 1.5101, grad_norm: 3.5637 2022-02-10 07:25:33,993 - mmaction - INFO - Epoch [180][720/940] lr: 4.000e-03, eta: 1 day, 2:17:17, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6271, top5_acc: 0.8320, loss_cls: 1.5403, loss: 1.5403, grad_norm: 3.6292 2022-02-10 07:25:57,652 - mmaction - INFO - Epoch [180][740/940] lr: 4.000e-03, eta: 1 day, 2:16:50, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.5051, loss: 1.5051, grad_norm: 3.6092 2022-02-10 07:26:21,527 - mmaction - INFO - Epoch [180][760/940] lr: 4.000e-03, eta: 1 day, 2:16:22, time: 1.193, data_time: 0.053, memory: 9497, top1_acc: 0.6482, top5_acc: 0.8318, loss_cls: 1.5103, loss: 1.5103, grad_norm: 3.5277 2022-02-10 07:26:45,271 - mmaction - INFO - Epoch [180][780/940] lr: 4.000e-03, eta: 1 day, 2:15:55, time: 1.187, data_time: 0.061, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8303, loss_cls: 1.5069, loss: 1.5069, grad_norm: 3.5862 2022-02-10 07:27:09,110 - mmaction - INFO - Epoch [180][800/940] lr: 4.000e-03, eta: 1 day, 2:15:27, time: 1.192, data_time: 0.067, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8385, loss_cls: 1.4811, loss: 1.4811, grad_norm: 3.6478 2022-02-10 07:27:32,768 - mmaction - INFO - Epoch [180][820/940] lr: 4.000e-03, eta: 1 day, 2:15:00, time: 1.184, data_time: 0.058, memory: 9497, top1_acc: 0.6373, top5_acc: 0.8338, loss_cls: 1.5137, loss: 1.5137, grad_norm: 3.6551 2022-02-10 07:27:56,415 - mmaction - INFO - Epoch [180][840/940] lr: 4.000e-03, eta: 1 day, 2:14:32, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6373, top5_acc: 0.8332, loss_cls: 1.5334, loss: 1.5334, grad_norm: 3.6814 2022-02-10 07:28:20,119 - mmaction - INFO - Epoch [180][860/940] lr: 4.000e-03, eta: 1 day, 2:14:04, time: 1.185, data_time: 0.063, memory: 9497, top1_acc: 0.6375, top5_acc: 0.8307, loss_cls: 1.5094, loss: 1.5094, grad_norm: 3.6537 2022-02-10 07:28:43,996 - mmaction - INFO - Epoch [180][880/940] lr: 4.000e-03, eta: 1 day, 2:13:37, time: 1.194, data_time: 0.060, memory: 9497, top1_acc: 0.6377, top5_acc: 0.8373, loss_cls: 1.5032, loss: 1.5032, grad_norm: 3.6169 2022-02-10 07:29:07,855 - mmaction - INFO - Epoch [180][900/940] lr: 4.000e-03, eta: 1 day, 2:13:09, time: 1.193, data_time: 0.062, memory: 9497, top1_acc: 0.6559, top5_acc: 0.8445, loss_cls: 1.4444, loss: 1.4444, grad_norm: 3.5082 2022-02-10 07:29:31,677 - mmaction - INFO - Epoch [180][920/940] lr: 4.000e-03, eta: 1 day, 2:12:42, time: 1.191, data_time: 0.057, memory: 9497, top1_acc: 0.6414, top5_acc: 0.8316, loss_cls: 1.5248, loss: 1.5248, grad_norm: 3.6199 2022-02-10 07:29:54,170 - mmaction - INFO - Epoch [180][940/940] lr: 4.000e-03, eta: 1 day, 2:12:14, time: 1.125, data_time: 0.063, memory: 9497, top1_acc: 0.6433, top5_acc: 0.8375, loss_cls: 1.4936, loss: 1.4936, grad_norm: 3.5803 2022-02-10 07:30:03,136 - mmaction - INFO - Saving checkpoint at 180 epochs 2022-02-10 07:33:27,889 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 07:33:28,685 - mmaction - INFO - top1_acc 0.6758 top5_acc 0.8739 2022-02-10 07:33:28,685 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 07:33:28,734 - mmaction - INFO - mean_acc 0.6758 2022-02-10 07:33:28,743 - mmaction - INFO - Epoch(val) [180][78] top1_acc: 0.6758, top5_acc: 0.8739, mean_class_accuracy: 0.6758 2022-02-10 07:36:14,756 - mmaction - INFO - Epoch [181][20/940] lr: 4.000e-03, eta: 1 day, 2:12:46, time: 8.296, data_time: 7.116, memory: 9497, top1_acc: 0.6391, top5_acc: 0.8270, loss_cls: 1.5425, loss: 1.5425, grad_norm: 3.6262 2022-02-10 07:36:37,847 - mmaction - INFO - Epoch [181][40/940] lr: 4.000e-03, eta: 1 day, 2:12:19, time: 1.156, data_time: 0.054, memory: 9497, top1_acc: 0.6326, top5_acc: 0.8383, loss_cls: 1.5135, loss: 1.5135, grad_norm: 3.6340 2022-02-10 07:37:01,033 - mmaction - INFO - Epoch [181][60/940] lr: 4.000e-03, eta: 1 day, 2:11:51, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.6504, top5_acc: 0.8367, loss_cls: 1.4678, loss: 1.4678, grad_norm: 3.5564 2022-02-10 07:37:24,206 - mmaction - INFO - Epoch [181][80/940] lr: 4.000e-03, eta: 1 day, 2:11:23, time: 1.159, data_time: 0.041, memory: 9497, top1_acc: 0.6576, top5_acc: 0.8408, loss_cls: 1.4482, loss: 1.4482, grad_norm: 3.5991 2022-02-10 07:37:47,483 - mmaction - INFO - Epoch [181][100/940] lr: 4.000e-03, eta: 1 day, 2:10:55, time: 1.164, data_time: 0.046, memory: 9497, top1_acc: 0.6463, top5_acc: 0.8342, loss_cls: 1.5030, loss: 1.5030, grad_norm: 3.5948 2022-02-10 07:38:10,774 - mmaction - INFO - Epoch [181][120/940] lr: 4.000e-03, eta: 1 day, 2:10:27, time: 1.165, data_time: 0.045, memory: 9497, top1_acc: 0.6418, top5_acc: 0.8373, loss_cls: 1.5104, loss: 1.5104, grad_norm: 3.5722 2022-02-10 07:38:34,190 - mmaction - INFO - Epoch [181][140/940] lr: 4.000e-03, eta: 1 day, 2:10:00, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.6379, top5_acc: 0.8314, loss_cls: 1.5112, loss: 1.5112, grad_norm: 3.5976 2022-02-10 07:38:57,619 - mmaction - INFO - Epoch [181][160/940] lr: 4.000e-03, eta: 1 day, 2:09:32, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6332, top5_acc: 0.8297, loss_cls: 1.5276, loss: 1.5276, grad_norm: 3.6251 2022-02-10 07:39:21,153 - mmaction - INFO - Epoch [181][180/940] lr: 4.000e-03, eta: 1 day, 2:09:04, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6387, top5_acc: 0.8355, loss_cls: 1.5100, loss: 1.5100, grad_norm: 3.6512 2022-02-10 07:39:44,490 - mmaction - INFO - Epoch [181][200/940] lr: 4.000e-03, eta: 1 day, 2:08:37, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.6463, top5_acc: 0.8418, loss_cls: 1.4798, loss: 1.4798, grad_norm: 3.6182 2022-02-10 07:40:08,182 - mmaction - INFO - Epoch [181][220/940] lr: 4.000e-03, eta: 1 day, 2:08:09, time: 1.184, data_time: 0.060, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8307, loss_cls: 1.5029, loss: 1.5029, grad_norm: 3.6446 2022-02-10 07:40:31,739 - mmaction - INFO - Epoch [181][240/940] lr: 4.000e-03, eta: 1 day, 2:07:42, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8346, loss_cls: 1.4900, loss: 1.4900, grad_norm: 3.5875 2022-02-10 07:40:55,175 - mmaction - INFO - Epoch [181][260/940] lr: 4.000e-03, eta: 1 day, 2:07:14, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.6461, top5_acc: 0.8416, loss_cls: 1.4792, loss: 1.4792, grad_norm: 3.5507 2022-02-10 07:41:18,640 - mmaction - INFO - Epoch [181][280/940] lr: 4.000e-03, eta: 1 day, 2:06:46, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6584, top5_acc: 0.8400, loss_cls: 1.4703, loss: 1.4703, grad_norm: 3.5694 2022-02-10 07:41:42,032 - mmaction - INFO - Epoch [181][300/940] lr: 4.000e-03, eta: 1 day, 2:06:19, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.6578, top5_acc: 0.8459, loss_cls: 1.4319, loss: 1.4319, grad_norm: 3.5311 2022-02-10 07:42:05,381 - mmaction - INFO - Epoch [181][320/940] lr: 4.000e-03, eta: 1 day, 2:05:51, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.6438, top5_acc: 0.8379, loss_cls: 1.4919, loss: 1.4919, grad_norm: 3.6139 2022-02-10 07:42:28,970 - mmaction - INFO - Epoch [181][340/940] lr: 4.000e-03, eta: 1 day, 2:05:23, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6482, top5_acc: 0.8438, loss_cls: 1.4744, loss: 1.4744, grad_norm: 3.6333 2022-02-10 07:42:52,560 - mmaction - INFO - Epoch [181][360/940] lr: 4.000e-03, eta: 1 day, 2:04:56, time: 1.179, data_time: 0.048, memory: 9497, top1_acc: 0.6414, top5_acc: 0.8377, loss_cls: 1.5220, loss: 1.5220, grad_norm: 3.7737 2022-02-10 07:43:16,047 - mmaction - INFO - Epoch [181][380/940] lr: 4.000e-03, eta: 1 day, 2:04:28, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6400, top5_acc: 0.8293, loss_cls: 1.5162, loss: 1.5162, grad_norm: 3.6573 2022-02-10 07:43:39,589 - mmaction - INFO - Epoch [181][400/940] lr: 4.000e-03, eta: 1 day, 2:04:00, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6418, top5_acc: 0.8363, loss_cls: 1.4980, loss: 1.4980, grad_norm: 3.6511 2022-02-10 07:44:03,060 - mmaction - INFO - Epoch [181][420/940] lr: 4.000e-03, eta: 1 day, 2:03:33, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.6307, top5_acc: 0.8277, loss_cls: 1.5503, loss: 1.5503, grad_norm: 3.6961 2022-02-10 07:44:26,568 - mmaction - INFO - Epoch [181][440/940] lr: 4.000e-03, eta: 1 day, 2:03:05, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6551, top5_acc: 0.8408, loss_cls: 1.4589, loss: 1.4589, grad_norm: 3.6000 2022-02-10 07:44:50,142 - mmaction - INFO - Epoch [181][460/940] lr: 4.000e-03, eta: 1 day, 2:02:37, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8316, loss_cls: 1.5017, loss: 1.5017, grad_norm: 3.5991 2022-02-10 07:45:13,563 - mmaction - INFO - Epoch [181][480/940] lr: 4.000e-03, eta: 1 day, 2:02:10, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6373, top5_acc: 0.8400, loss_cls: 1.4989, loss: 1.4989, grad_norm: 3.6925 2022-02-10 07:45:37,009 - mmaction - INFO - Epoch [181][500/940] lr: 4.000e-03, eta: 1 day, 2:01:42, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6393, top5_acc: 0.8320, loss_cls: 1.5010, loss: 1.5010, grad_norm: 3.6427 2022-02-10 07:46:00,602 - mmaction - INFO - Epoch [181][520/940] lr: 4.000e-03, eta: 1 day, 2:01:14, time: 1.180, data_time: 0.046, memory: 9497, top1_acc: 0.6479, top5_acc: 0.8322, loss_cls: 1.4968, loss: 1.4968, grad_norm: 3.5616 2022-02-10 07:46:24,250 - mmaction - INFO - Epoch [181][540/940] lr: 4.000e-03, eta: 1 day, 2:00:47, time: 1.183, data_time: 0.046, memory: 9497, top1_acc: 0.6480, top5_acc: 0.8352, loss_cls: 1.4928, loss: 1.4928, grad_norm: 3.5939 2022-02-10 07:46:47,740 - mmaction - INFO - Epoch [181][560/940] lr: 4.000e-03, eta: 1 day, 2:00:19, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6568, top5_acc: 0.8459, loss_cls: 1.4600, loss: 1.4600, grad_norm: 3.5261 2022-02-10 07:47:11,392 - mmaction - INFO - Epoch [181][580/940] lr: 4.000e-03, eta: 1 day, 1:59:52, time: 1.182, data_time: 0.042, memory: 9497, top1_acc: 0.6604, top5_acc: 0.8400, loss_cls: 1.4422, loss: 1.4422, grad_norm: 3.5187 2022-02-10 07:47:34,900 - mmaction - INFO - Epoch [181][600/940] lr: 4.000e-03, eta: 1 day, 1:59:24, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.6400, top5_acc: 0.8275, loss_cls: 1.5246, loss: 1.5246, grad_norm: 3.6659 2022-02-10 07:47:58,286 - mmaction - INFO - Epoch [181][620/940] lr: 4.000e-03, eta: 1 day, 1:58:56, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.6424, top5_acc: 0.8332, loss_cls: 1.5111, loss: 1.5111, grad_norm: 3.5984 2022-02-10 07:48:21,759 - mmaction - INFO - Epoch [181][640/940] lr: 4.000e-03, eta: 1 day, 1:58:29, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.6510, top5_acc: 0.8338, loss_cls: 1.4813, loss: 1.4813, grad_norm: 3.5983 2022-02-10 07:48:45,262 - mmaction - INFO - Epoch [181][660/940] lr: 4.000e-03, eta: 1 day, 1:58:01, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8400, loss_cls: 1.4829, loss: 1.4829, grad_norm: 3.6307 2022-02-10 07:49:08,868 - mmaction - INFO - Epoch [181][680/940] lr: 4.000e-03, eta: 1 day, 1:57:34, time: 1.180, data_time: 0.063, memory: 9497, top1_acc: 0.6619, top5_acc: 0.8398, loss_cls: 1.4670, loss: 1.4670, grad_norm: 3.5799 2022-02-10 07:49:32,416 - mmaction - INFO - Epoch [181][700/940] lr: 4.000e-03, eta: 1 day, 1:57:06, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6459, top5_acc: 0.8336, loss_cls: 1.5030, loss: 1.5030, grad_norm: 3.6261 2022-02-10 07:49:56,111 - mmaction - INFO - Epoch [181][720/940] lr: 4.000e-03, eta: 1 day, 1:56:38, time: 1.186, data_time: 0.051, memory: 9497, top1_acc: 0.6381, top5_acc: 0.8334, loss_cls: 1.4961, loss: 1.4961, grad_norm: 3.5916 2022-02-10 07:50:19,920 - mmaction - INFO - Epoch [181][740/940] lr: 4.000e-03, eta: 1 day, 1:56:11, time: 1.190, data_time: 0.063, memory: 9497, top1_acc: 0.6371, top5_acc: 0.8285, loss_cls: 1.5297, loss: 1.5297, grad_norm: 3.6352 2022-02-10 07:50:43,479 - mmaction - INFO - Epoch [181][760/940] lr: 4.000e-03, eta: 1 day, 1:55:43, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8299, loss_cls: 1.4959, loss: 1.4959, grad_norm: 3.5630 2022-02-10 07:51:07,082 - mmaction - INFO - Epoch [181][780/940] lr: 4.000e-03, eta: 1 day, 1:55:16, time: 1.181, data_time: 0.047, memory: 9497, top1_acc: 0.6508, top5_acc: 0.8404, loss_cls: 1.4704, loss: 1.4704, grad_norm: 3.5769 2022-02-10 07:51:30,648 - mmaction - INFO - Epoch [181][800/940] lr: 4.000e-03, eta: 1 day, 1:54:48, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6418, top5_acc: 0.8391, loss_cls: 1.5123, loss: 1.5123, grad_norm: 3.6824 2022-02-10 07:51:54,189 - mmaction - INFO - Epoch [181][820/940] lr: 4.000e-03, eta: 1 day, 1:54:20, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6418, top5_acc: 0.8352, loss_cls: 1.5122, loss: 1.5122, grad_norm: 3.6644 2022-02-10 07:52:17,639 - mmaction - INFO - Epoch [181][840/940] lr: 4.000e-03, eta: 1 day, 1:53:53, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6408, top5_acc: 0.8379, loss_cls: 1.5028, loss: 1.5028, grad_norm: 3.6713 2022-02-10 07:52:41,234 - mmaction - INFO - Epoch [181][860/940] lr: 4.000e-03, eta: 1 day, 1:53:25, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6398, top5_acc: 0.8314, loss_cls: 1.5152, loss: 1.5152, grad_norm: 3.6321 2022-02-10 07:53:04,852 - mmaction - INFO - Epoch [181][880/940] lr: 4.000e-03, eta: 1 day, 1:52:58, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.6393, top5_acc: 0.8396, loss_cls: 1.4962, loss: 1.4962, grad_norm: 3.6985 2022-02-10 07:53:28,352 - mmaction - INFO - Epoch [181][900/940] lr: 4.000e-03, eta: 1 day, 1:52:30, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6271, top5_acc: 0.8193, loss_cls: 1.5691, loss: 1.5691, grad_norm: 3.6890 2022-02-10 07:53:51,907 - mmaction - INFO - Epoch [181][920/940] lr: 4.000e-03, eta: 1 day, 1:52:02, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6521, top5_acc: 0.8369, loss_cls: 1.4744, loss: 1.4744, grad_norm: 3.6408 2022-02-10 07:54:14,458 - mmaction - INFO - Epoch [181][940/940] lr: 4.000e-03, eta: 1 day, 1:51:34, time: 1.128, data_time: 0.063, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8373, loss_cls: 1.5028, loss: 1.5028, grad_norm: 3.6656 2022-02-10 07:57:44,143 - mmaction - INFO - Epoch [182][20/940] lr: 4.000e-03, eta: 1 day, 1:52:22, time: 10.208, data_time: 8.903, memory: 9497, top1_acc: 0.6521, top5_acc: 0.8371, loss_cls: 1.4725, loss: 1.4725, grad_norm: 3.5826 2022-02-10 07:58:07,468 - mmaction - INFO - Epoch [182][40/940] lr: 4.000e-03, eta: 1 day, 1:51:54, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.6408, top5_acc: 0.8475, loss_cls: 1.4796, loss: 1.4796, grad_norm: 3.6581 2022-02-10 07:58:30,662 - mmaction - INFO - Epoch [182][60/940] lr: 4.000e-03, eta: 1 day, 1:51:26, time: 1.160, data_time: 0.040, memory: 9497, top1_acc: 0.6426, top5_acc: 0.8365, loss_cls: 1.5011, loss: 1.5011, grad_norm: 3.6520 2022-02-10 07:58:53,979 - mmaction - INFO - Epoch [182][80/940] lr: 4.000e-03, eta: 1 day, 1:50:58, time: 1.165, data_time: 0.038, memory: 9497, top1_acc: 0.6439, top5_acc: 0.8381, loss_cls: 1.4876, loss: 1.4876, grad_norm: 3.6661 2022-02-10 07:59:17,220 - mmaction - INFO - Epoch [182][100/940] lr: 4.000e-03, eta: 1 day, 1:50:31, time: 1.162, data_time: 0.038, memory: 9497, top1_acc: 0.6416, top5_acc: 0.8406, loss_cls: 1.4887, loss: 1.4887, grad_norm: 3.6534 2022-02-10 07:59:40,499 - mmaction - INFO - Epoch [182][120/940] lr: 4.000e-03, eta: 1 day, 1:50:03, time: 1.164, data_time: 0.041, memory: 9497, top1_acc: 0.6449, top5_acc: 0.8352, loss_cls: 1.4800, loss: 1.4800, grad_norm: 3.6269 2022-02-10 08:00:03,817 - mmaction - INFO - Epoch [182][140/940] lr: 4.000e-03, eta: 1 day, 1:49:35, time: 1.166, data_time: 0.041, memory: 9497, top1_acc: 0.6494, top5_acc: 0.8387, loss_cls: 1.4756, loss: 1.4756, grad_norm: 3.6142 2022-02-10 08:00:28,378 - mmaction - INFO - Epoch [182][160/940] lr: 4.000e-03, eta: 1 day, 1:49:08, time: 1.229, data_time: 0.105, memory: 9497, top1_acc: 0.6375, top5_acc: 0.8324, loss_cls: 1.5066, loss: 1.5066, grad_norm: 3.6672 2022-02-10 08:00:51,829 - mmaction - INFO - Epoch [182][180/940] lr: 4.000e-03, eta: 1 day, 1:48:40, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6525, top5_acc: 0.8371, loss_cls: 1.4712, loss: 1.4712, grad_norm: 3.6187 2022-02-10 08:01:15,417 - mmaction - INFO - Epoch [182][200/940] lr: 4.000e-03, eta: 1 day, 1:48:13, time: 1.180, data_time: 0.045, memory: 9497, top1_acc: 0.6543, top5_acc: 0.8420, loss_cls: 1.4585, loss: 1.4585, grad_norm: 3.5304 2022-02-10 08:01:39,009 - mmaction - INFO - Epoch [182][220/940] lr: 4.000e-03, eta: 1 day, 1:47:45, time: 1.179, data_time: 0.045, memory: 9497, top1_acc: 0.6480, top5_acc: 0.8410, loss_cls: 1.4620, loss: 1.4620, grad_norm: 3.5923 2022-02-10 08:02:02,421 - mmaction - INFO - Epoch [182][240/940] lr: 4.000e-03, eta: 1 day, 1:47:18, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.6408, top5_acc: 0.8357, loss_cls: 1.5011, loss: 1.5011, grad_norm: 3.6590 2022-02-10 08:02:25,825 - mmaction - INFO - Epoch [182][260/940] lr: 4.000e-03, eta: 1 day, 1:46:50, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.6471, top5_acc: 0.8416, loss_cls: 1.4729, loss: 1.4729, grad_norm: 3.6466 2022-02-10 08:02:49,232 - mmaction - INFO - Epoch [182][280/940] lr: 4.000e-03, eta: 1 day, 1:46:22, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6396, top5_acc: 0.8338, loss_cls: 1.5150, loss: 1.5150, grad_norm: 3.7043 2022-02-10 08:03:12,598 - mmaction - INFO - Epoch [182][300/940] lr: 4.000e-03, eta: 1 day, 1:45:55, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.6377, top5_acc: 0.8248, loss_cls: 1.5423, loss: 1.5423, grad_norm: 3.6259 2022-02-10 08:03:36,037 - mmaction - INFO - Epoch [182][320/940] lr: 4.000e-03, eta: 1 day, 1:45:27, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6473, top5_acc: 0.8330, loss_cls: 1.4726, loss: 1.4726, grad_norm: 3.6231 2022-02-10 08:03:59,486 - mmaction - INFO - Epoch [182][340/940] lr: 4.000e-03, eta: 1 day, 1:44:59, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6547, top5_acc: 0.8404, loss_cls: 1.4663, loss: 1.4663, grad_norm: 3.5799 2022-02-10 08:04:22,946 - mmaction - INFO - Epoch [182][360/940] lr: 4.000e-03, eta: 1 day, 1:44:32, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4651, loss: 1.4651, grad_norm: 3.6351 2022-02-10 08:04:46,570 - mmaction - INFO - Epoch [182][380/940] lr: 4.000e-03, eta: 1 day, 1:44:04, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6434, top5_acc: 0.8363, loss_cls: 1.4926, loss: 1.4926, grad_norm: 3.5773 2022-02-10 08:05:10,095 - mmaction - INFO - Epoch [182][400/940] lr: 4.000e-03, eta: 1 day, 1:43:36, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6551, top5_acc: 0.8434, loss_cls: 1.4801, loss: 1.4801, grad_norm: 3.6014 2022-02-10 08:05:33,586 - mmaction - INFO - Epoch [182][420/940] lr: 4.000e-03, eta: 1 day, 1:43:09, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6449, top5_acc: 0.8326, loss_cls: 1.4976, loss: 1.4976, grad_norm: 3.6882 2022-02-10 08:05:57,135 - mmaction - INFO - Epoch [182][440/940] lr: 4.000e-03, eta: 1 day, 1:42:41, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6471, top5_acc: 0.8260, loss_cls: 1.5052, loss: 1.5052, grad_norm: 3.6678 2022-02-10 08:06:20,522 - mmaction - INFO - Epoch [182][460/940] lr: 4.000e-03, eta: 1 day, 1:42:13, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6459, top5_acc: 0.8379, loss_cls: 1.4930, loss: 1.4930, grad_norm: 3.6997 2022-02-10 08:06:44,060 - mmaction - INFO - Epoch [182][480/940] lr: 4.000e-03, eta: 1 day, 1:41:46, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6494, top5_acc: 0.8350, loss_cls: 1.4794, loss: 1.4794, grad_norm: 3.6147 2022-02-10 08:07:07,490 - mmaction - INFO - Epoch [182][500/940] lr: 4.000e-03, eta: 1 day, 1:41:18, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.6361, top5_acc: 0.8320, loss_cls: 1.5189, loss: 1.5189, grad_norm: 3.6752 2022-02-10 08:07:31,081 - mmaction - INFO - Epoch [182][520/940] lr: 4.000e-03, eta: 1 day, 1:40:51, time: 1.179, data_time: 0.049, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8301, loss_cls: 1.4984, loss: 1.4984, grad_norm: 3.6807 2022-02-10 08:07:54,603 - mmaction - INFO - Epoch [182][540/940] lr: 4.000e-03, eta: 1 day, 1:40:23, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6455, top5_acc: 0.8354, loss_cls: 1.4994, loss: 1.4994, grad_norm: 3.6442 2022-02-10 08:08:18,179 - mmaction - INFO - Epoch [182][560/940] lr: 4.000e-03, eta: 1 day, 1:39:55, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8395, loss_cls: 1.4900, loss: 1.4900, grad_norm: 3.7029 2022-02-10 08:08:41,751 - mmaction - INFO - Epoch [182][580/940] lr: 4.000e-03, eta: 1 day, 1:39:28, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6527, top5_acc: 0.8418, loss_cls: 1.4609, loss: 1.4609, grad_norm: 3.6450 2022-02-10 08:09:05,289 - mmaction - INFO - Epoch [182][600/940] lr: 4.000e-03, eta: 1 day, 1:39:00, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6414, top5_acc: 0.8287, loss_cls: 1.5416, loss: 1.5416, grad_norm: 3.6986 2022-02-10 08:09:28,873 - mmaction - INFO - Epoch [182][620/940] lr: 4.000e-03, eta: 1 day, 1:38:33, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8348, loss_cls: 1.5226, loss: 1.5226, grad_norm: 3.6259 2022-02-10 08:09:52,537 - mmaction - INFO - Epoch [182][640/940] lr: 4.000e-03, eta: 1 day, 1:38:05, time: 1.183, data_time: 0.047, memory: 9497, top1_acc: 0.6494, top5_acc: 0.8348, loss_cls: 1.4908, loss: 1.4908, grad_norm: 3.7166 2022-02-10 08:10:16,098 - mmaction - INFO - Epoch [182][660/940] lr: 4.000e-03, eta: 1 day, 1:37:38, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.6447, top5_acc: 0.8410, loss_cls: 1.4784, loss: 1.4784, grad_norm: 3.7287 2022-02-10 08:10:39,631 - mmaction - INFO - Epoch [182][680/940] lr: 4.000e-03, eta: 1 day, 1:37:10, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6445, top5_acc: 0.8395, loss_cls: 1.4827, loss: 1.4827, grad_norm: 3.6257 2022-02-10 08:11:03,283 - mmaction - INFO - Epoch [182][700/940] lr: 4.000e-03, eta: 1 day, 1:36:42, time: 1.182, data_time: 0.050, memory: 9497, top1_acc: 0.6412, top5_acc: 0.8439, loss_cls: 1.4914, loss: 1.4914, grad_norm: 3.6978 2022-02-10 08:11:26,911 - mmaction - INFO - Epoch [182][720/940] lr: 4.000e-03, eta: 1 day, 1:36:15, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6383, top5_acc: 0.8367, loss_cls: 1.5050, loss: 1.5050, grad_norm: 3.6568 2022-02-10 08:11:50,487 - mmaction - INFO - Epoch [182][740/940] lr: 4.000e-03, eta: 1 day, 1:35:47, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8307, loss_cls: 1.5153, loss: 1.5153, grad_norm: 3.7186 2022-02-10 08:12:14,100 - mmaction - INFO - Epoch [182][760/940] lr: 4.000e-03, eta: 1 day, 1:35:20, time: 1.181, data_time: 0.052, memory: 9497, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4407, loss: 1.4407, grad_norm: 3.6492 2022-02-10 08:12:37,600 - mmaction - INFO - Epoch [182][780/940] lr: 4.000e-03, eta: 1 day, 1:34:52, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6340, top5_acc: 0.8287, loss_cls: 1.5208, loss: 1.5208, grad_norm: 3.6428 2022-02-10 08:13:01,108 - mmaction - INFO - Epoch [182][800/940] lr: 4.000e-03, eta: 1 day, 1:34:24, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8354, loss_cls: 1.4968, loss: 1.4968, grad_norm: 3.6342 2022-02-10 08:13:24,573 - mmaction - INFO - Epoch [182][820/940] lr: 4.000e-03, eta: 1 day, 1:33:57, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6451, top5_acc: 0.8324, loss_cls: 1.5106, loss: 1.5106, grad_norm: 3.6183 2022-02-10 08:13:48,046 - mmaction - INFO - Epoch [182][840/940] lr: 4.000e-03, eta: 1 day, 1:33:29, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6412, top5_acc: 0.8314, loss_cls: 1.5161, loss: 1.5161, grad_norm: 3.6520 2022-02-10 08:14:11,562 - mmaction - INFO - Epoch [182][860/940] lr: 4.000e-03, eta: 1 day, 1:33:02, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5122, loss: 1.5122, grad_norm: 3.6573 2022-02-10 08:14:35,050 - mmaction - INFO - Epoch [182][880/940] lr: 4.000e-03, eta: 1 day, 1:32:34, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8336, loss_cls: 1.5331, loss: 1.5331, grad_norm: 3.6660 2022-02-10 08:14:58,705 - mmaction - INFO - Epoch [182][900/940] lr: 4.000e-03, eta: 1 day, 1:32:06, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.6434, top5_acc: 0.8352, loss_cls: 1.4964, loss: 1.4964, grad_norm: 3.6393 2022-02-10 08:15:22,297 - mmaction - INFO - Epoch [182][920/940] lr: 4.000e-03, eta: 1 day, 1:31:39, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8309, loss_cls: 1.4892, loss: 1.4892, grad_norm: 3.5831 2022-02-10 08:15:44,618 - mmaction - INFO - Epoch [182][940/940] lr: 4.000e-03, eta: 1 day, 1:31:11, time: 1.117, data_time: 0.057, memory: 9497, top1_acc: 0.6396, top5_acc: 0.8308, loss_cls: 1.5172, loss: 1.5172, grad_norm: 3.7503 2022-02-10 08:20:15,560 - mmaction - INFO - Epoch [183][20/940] lr: 4.000e-03, eta: 1 day, 1:32:18, time: 12.791, data_time: 10.607, memory: 9497, top1_acc: 0.6500, top5_acc: 0.8432, loss_cls: 1.4569, loss: 1.4569, grad_norm: 3.5967 2022-02-10 08:20:38,617 - mmaction - INFO - Epoch [183][40/940] lr: 4.000e-03, eta: 1 day, 1:31:50, time: 1.153, data_time: 0.047, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8355, loss_cls: 1.4781, loss: 1.4781, grad_norm: 3.6601 2022-02-10 08:21:01,668 - mmaction - INFO - Epoch [183][60/940] lr: 4.000e-03, eta: 1 day, 1:31:22, time: 1.152, data_time: 0.042, memory: 9497, top1_acc: 0.6410, top5_acc: 0.8428, loss_cls: 1.4858, loss: 1.4858, grad_norm: 3.6360 2022-02-10 08:21:25,007 - mmaction - INFO - Epoch [183][80/940] lr: 4.000e-03, eta: 1 day, 1:30:54, time: 1.167, data_time: 0.041, memory: 9497, top1_acc: 0.6496, top5_acc: 0.8398, loss_cls: 1.4702, loss: 1.4702, grad_norm: 3.6752 2022-02-10 08:21:48,192 - mmaction - INFO - Epoch [183][100/940] lr: 4.000e-03, eta: 1 day, 1:30:27, time: 1.159, data_time: 0.043, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8367, loss_cls: 1.4997, loss: 1.4997, grad_norm: 3.6701 2022-02-10 08:22:11,472 - mmaction - INFO - Epoch [183][120/940] lr: 4.000e-03, eta: 1 day, 1:29:59, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.6482, top5_acc: 0.8402, loss_cls: 1.4932, loss: 1.4932, grad_norm: 3.6374 2022-02-10 08:22:34,777 - mmaction - INFO - Epoch [183][140/940] lr: 4.000e-03, eta: 1 day, 1:29:31, time: 1.165, data_time: 0.044, memory: 9497, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.4902, loss: 1.4902, grad_norm: 3.6823 2022-02-10 08:22:58,198 - mmaction - INFO - Epoch [183][160/940] lr: 4.000e-03, eta: 1 day, 1:29:03, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8348, loss_cls: 1.5158, loss: 1.5158, grad_norm: 3.6594 2022-02-10 08:23:21,590 - mmaction - INFO - Epoch [183][180/940] lr: 4.000e-03, eta: 1 day, 1:28:36, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.6586, top5_acc: 0.8424, loss_cls: 1.4514, loss: 1.4514, grad_norm: 3.6102 2022-02-10 08:23:44,930 - mmaction - INFO - Epoch [183][200/940] lr: 4.000e-03, eta: 1 day, 1:28:08, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.6371, top5_acc: 0.8375, loss_cls: 1.5061, loss: 1.5061, grad_norm: 3.7101 2022-02-10 08:24:08,281 - mmaction - INFO - Epoch [183][220/940] lr: 4.000e-03, eta: 1 day, 1:27:40, time: 1.168, data_time: 0.044, memory: 9497, top1_acc: 0.6480, top5_acc: 0.8381, loss_cls: 1.4789, loss: 1.4789, grad_norm: 3.6034 2022-02-10 08:24:31,642 - mmaction - INFO - Epoch [183][240/940] lr: 4.000e-03, eta: 1 day, 1:27:13, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8377, loss_cls: 1.4847, loss: 1.4847, grad_norm: 3.6925 2022-02-10 08:24:54,981 - mmaction - INFO - Epoch [183][260/940] lr: 4.000e-03, eta: 1 day, 1:26:45, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.6396, top5_acc: 0.8309, loss_cls: 1.5156, loss: 1.5156, grad_norm: 3.7087 2022-02-10 08:25:18,430 - mmaction - INFO - Epoch [183][280/940] lr: 4.000e-03, eta: 1 day, 1:26:17, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8373, loss_cls: 1.4723, loss: 1.4723, grad_norm: 3.6761 2022-02-10 08:25:41,975 - mmaction - INFO - Epoch [183][300/940] lr: 4.000e-03, eta: 1 day, 1:25:50, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8344, loss_cls: 1.4799, loss: 1.4799, grad_norm: 3.6340 2022-02-10 08:26:05,410 - mmaction - INFO - Epoch [183][320/940] lr: 4.000e-03, eta: 1 day, 1:25:22, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6496, top5_acc: 0.8365, loss_cls: 1.4859, loss: 1.4859, grad_norm: 3.6406 2022-02-10 08:26:28,882 - mmaction - INFO - Epoch [183][340/940] lr: 4.000e-03, eta: 1 day, 1:24:55, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6461, top5_acc: 0.8393, loss_cls: 1.4815, loss: 1.4815, grad_norm: 3.6718 2022-02-10 08:26:52,242 - mmaction - INFO - Epoch [183][360/940] lr: 4.000e-03, eta: 1 day, 1:24:27, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.6533, top5_acc: 0.8404, loss_cls: 1.4706, loss: 1.4706, grad_norm: 3.7127 2022-02-10 08:27:15,647 - mmaction - INFO - Epoch [183][380/940] lr: 4.000e-03, eta: 1 day, 1:23:59, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.6514, top5_acc: 0.8354, loss_cls: 1.4851, loss: 1.4851, grad_norm: 3.7131 2022-02-10 08:27:39,202 - mmaction - INFO - Epoch [183][400/940] lr: 4.000e-03, eta: 1 day, 1:23:32, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6492, top5_acc: 0.8387, loss_cls: 1.4742, loss: 1.4742, grad_norm: 3.6807 2022-02-10 08:28:02,729 - mmaction - INFO - Epoch [183][420/940] lr: 4.000e-03, eta: 1 day, 1:23:04, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6486, top5_acc: 0.8389, loss_cls: 1.4720, loss: 1.4720, grad_norm: 3.6103 2022-02-10 08:28:26,231 - mmaction - INFO - Epoch [183][440/940] lr: 4.000e-03, eta: 1 day, 1:22:36, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8359, loss_cls: 1.4971, loss: 1.4971, grad_norm: 3.7486 2022-02-10 08:28:49,813 - mmaction - INFO - Epoch [183][460/940] lr: 4.000e-03, eta: 1 day, 1:22:09, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8400, loss_cls: 1.4665, loss: 1.4665, grad_norm: 3.6299 2022-02-10 08:29:13,380 - mmaction - INFO - Epoch [183][480/940] lr: 4.000e-03, eta: 1 day, 1:21:41, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6502, top5_acc: 0.8340, loss_cls: 1.4703, loss: 1.4703, grad_norm: 3.6492 2022-02-10 08:29:36,882 - mmaction - INFO - Epoch [183][500/940] lr: 4.000e-03, eta: 1 day, 1:21:14, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8387, loss_cls: 1.5073, loss: 1.5073, grad_norm: 3.6899 2022-02-10 08:30:00,373 - mmaction - INFO - Epoch [183][520/940] lr: 4.000e-03, eta: 1 day, 1:20:46, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6576, top5_acc: 0.8459, loss_cls: 1.4528, loss: 1.4528, grad_norm: 3.6883 2022-02-10 08:30:23,933 - mmaction - INFO - Epoch [183][540/940] lr: 4.000e-03, eta: 1 day, 1:20:18, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8357, loss_cls: 1.5040, loss: 1.5040, grad_norm: 3.7612 2022-02-10 08:30:47,480 - mmaction - INFO - Epoch [183][560/940] lr: 4.000e-03, eta: 1 day, 1:19:51, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8408, loss_cls: 1.4718, loss: 1.4718, grad_norm: 3.6894 2022-02-10 08:31:11,015 - mmaction - INFO - Epoch [183][580/940] lr: 4.000e-03, eta: 1 day, 1:19:23, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6480, top5_acc: 0.8385, loss_cls: 1.4944, loss: 1.4944, grad_norm: 3.6870 2022-02-10 08:31:34,609 - mmaction - INFO - Epoch [183][600/940] lr: 4.000e-03, eta: 1 day, 1:18:56, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.6359, top5_acc: 0.8283, loss_cls: 1.5183, loss: 1.5183, grad_norm: 3.7465 2022-02-10 08:31:58,199 - mmaction - INFO - Epoch [183][620/940] lr: 4.000e-03, eta: 1 day, 1:18:28, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8371, loss_cls: 1.5035, loss: 1.5035, grad_norm: 3.7050 2022-02-10 08:32:21,679 - mmaction - INFO - Epoch [183][640/940] lr: 4.000e-03, eta: 1 day, 1:18:00, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8453, loss_cls: 1.4704, loss: 1.4704, grad_norm: 3.7417 2022-02-10 08:32:45,190 - mmaction - INFO - Epoch [183][660/940] lr: 4.000e-03, eta: 1 day, 1:17:33, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.6498, top5_acc: 0.8389, loss_cls: 1.4703, loss: 1.4703, grad_norm: 3.6407 2022-02-10 08:33:08,814 - mmaction - INFO - Epoch [183][680/940] lr: 4.000e-03, eta: 1 day, 1:17:05, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6492, top5_acc: 0.8275, loss_cls: 1.4871, loss: 1.4871, grad_norm: 3.6356 2022-02-10 08:33:32,412 - mmaction - INFO - Epoch [183][700/940] lr: 4.000e-03, eta: 1 day, 1:16:38, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.6350, top5_acc: 0.8313, loss_cls: 1.5254, loss: 1.5254, grad_norm: 3.6781 2022-02-10 08:33:56,028 - mmaction - INFO - Epoch [183][720/940] lr: 4.000e-03, eta: 1 day, 1:16:10, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.6543, top5_acc: 0.8338, loss_cls: 1.4791, loss: 1.4791, grad_norm: 3.6901 2022-02-10 08:34:19,689 - mmaction - INFO - Epoch [183][740/940] lr: 4.000e-03, eta: 1 day, 1:15:43, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.6520, top5_acc: 0.8416, loss_cls: 1.4484, loss: 1.4484, grad_norm: 3.6475 2022-02-10 08:34:43,384 - mmaction - INFO - Epoch [183][760/940] lr: 4.000e-03, eta: 1 day, 1:15:15, time: 1.184, data_time: 0.058, memory: 9497, top1_acc: 0.6443, top5_acc: 0.8328, loss_cls: 1.5058, loss: 1.5058, grad_norm: 3.6802 2022-02-10 08:35:06,949 - mmaction - INFO - Epoch [183][780/940] lr: 4.000e-03, eta: 1 day, 1:14:47, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6525, top5_acc: 0.8387, loss_cls: 1.4723, loss: 1.4723, grad_norm: 3.6700 2022-02-10 08:35:30,657 - mmaction - INFO - Epoch [183][800/940] lr: 4.000e-03, eta: 1 day, 1:14:20, time: 1.186, data_time: 0.053, memory: 9497, top1_acc: 0.6375, top5_acc: 0.8340, loss_cls: 1.5029, loss: 1.5029, grad_norm: 3.7818 2022-02-10 08:35:54,262 - mmaction - INFO - Epoch [183][820/940] lr: 4.000e-03, eta: 1 day, 1:13:52, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6561, top5_acc: 0.8455, loss_cls: 1.4464, loss: 1.4464, grad_norm: 3.6133 2022-02-10 08:36:17,940 - mmaction - INFO - Epoch [183][840/940] lr: 4.000e-03, eta: 1 day, 1:13:25, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.6342, top5_acc: 0.8393, loss_cls: 1.5099, loss: 1.5099, grad_norm: 3.7362 2022-02-10 08:36:41,422 - mmaction - INFO - Epoch [183][860/940] lr: 4.000e-03, eta: 1 day, 1:12:57, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6527, top5_acc: 0.8350, loss_cls: 1.4803, loss: 1.4803, grad_norm: 3.6649 2022-02-10 08:37:04,962 - mmaction - INFO - Epoch [183][880/940] lr: 4.000e-03, eta: 1 day, 1:12:30, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6387, top5_acc: 0.8320, loss_cls: 1.5391, loss: 1.5391, grad_norm: 3.7350 2022-02-10 08:37:28,583 - mmaction - INFO - Epoch [183][900/940] lr: 4.000e-03, eta: 1 day, 1:12:02, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.6547, top5_acc: 0.8404, loss_cls: 1.4652, loss: 1.4652, grad_norm: 3.6399 2022-02-10 08:37:52,245 - mmaction - INFO - Epoch [183][920/940] lr: 4.000e-03, eta: 1 day, 1:11:35, time: 1.183, data_time: 0.053, memory: 9497, top1_acc: 0.6525, top5_acc: 0.8377, loss_cls: 1.4807, loss: 1.4807, grad_norm: 3.7222 2022-02-10 08:38:14,563 - mmaction - INFO - Epoch [183][940/940] lr: 4.000e-03, eta: 1 day, 1:11:07, time: 1.116, data_time: 0.055, memory: 9497, top1_acc: 0.6494, top5_acc: 0.8356, loss_cls: 1.5066, loss: 1.5066, grad_norm: 3.6669 2022-02-10 08:42:06,095 - mmaction - INFO - Epoch [184][20/940] lr: 4.000e-03, eta: 1 day, 1:11:59, time: 11.211, data_time: 8.698, memory: 9497, top1_acc: 0.6379, top5_acc: 0.8357, loss_cls: 1.5110, loss: 1.5110, grad_norm: 3.6336 2022-02-10 08:42:29,366 - mmaction - INFO - Epoch [184][40/940] lr: 4.000e-03, eta: 1 day, 1:11:32, time: 1.209, data_time: 0.088, memory: 9497, top1_acc: 0.6662, top5_acc: 0.8441, loss_cls: 1.4337, loss: 1.4337, grad_norm: 3.5643 2022-02-10 08:42:52,473 - mmaction - INFO - Epoch [184][60/940] lr: 4.000e-03, eta: 1 day, 1:11:04, time: 1.155, data_time: 0.043, memory: 9497, top1_acc: 0.6566, top5_acc: 0.8512, loss_cls: 1.4277, loss: 1.4277, grad_norm: 3.6078 2022-02-10 08:43:15,748 - mmaction - INFO - Epoch [184][80/940] lr: 4.000e-03, eta: 1 day, 1:10:36, time: 1.164, data_time: 0.046, memory: 9497, top1_acc: 0.6443, top5_acc: 0.8414, loss_cls: 1.4799, loss: 1.4799, grad_norm: 3.6822 2022-02-10 08:43:38,844 - mmaction - INFO - Epoch [184][100/940] lr: 4.000e-03, eta: 1 day, 1:10:08, time: 1.156, data_time: 0.047, memory: 9497, top1_acc: 0.6463, top5_acc: 0.8340, loss_cls: 1.4906, loss: 1.4906, grad_norm: 3.6400 2022-02-10 08:44:02,102 - mmaction - INFO - Epoch [184][120/940] lr: 4.000e-03, eta: 1 day, 1:09:41, time: 1.162, data_time: 0.050, memory: 9497, top1_acc: 0.6551, top5_acc: 0.8387, loss_cls: 1.4587, loss: 1.4587, grad_norm: 3.6312 2022-02-10 08:44:25,401 - mmaction - INFO - Epoch [184][140/940] lr: 4.000e-03, eta: 1 day, 1:09:13, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.6588, top5_acc: 0.8383, loss_cls: 1.4639, loss: 1.4639, grad_norm: 3.6804 2022-02-10 08:44:48,793 - mmaction - INFO - Epoch [184][160/940] lr: 4.000e-03, eta: 1 day, 1:08:45, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.6504, top5_acc: 0.8441, loss_cls: 1.4449, loss: 1.4449, grad_norm: 3.6817 2022-02-10 08:45:12,189 - mmaction - INFO - Epoch [184][180/940] lr: 4.000e-03, eta: 1 day, 1:08:18, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.6523, top5_acc: 0.8346, loss_cls: 1.4747, loss: 1.4747, grad_norm: 3.6374 2022-02-10 08:45:35,524 - mmaction - INFO - Epoch [184][200/940] lr: 4.000e-03, eta: 1 day, 1:07:50, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.6443, top5_acc: 0.8320, loss_cls: 1.5016, loss: 1.5016, grad_norm: 3.7021 2022-02-10 08:45:58,917 - mmaction - INFO - Epoch [184][220/940] lr: 4.000e-03, eta: 1 day, 1:07:22, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.6412, top5_acc: 0.8398, loss_cls: 1.4814, loss: 1.4814, grad_norm: 3.7308 2022-02-10 08:46:22,296 - mmaction - INFO - Epoch [184][240/940] lr: 4.000e-03, eta: 1 day, 1:06:55, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8277, loss_cls: 1.5172, loss: 1.5172, grad_norm: 3.6959 2022-02-10 08:46:45,786 - mmaction - INFO - Epoch [184][260/940] lr: 4.000e-03, eta: 1 day, 1:06:27, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6637, top5_acc: 0.8383, loss_cls: 1.4499, loss: 1.4499, grad_norm: 3.6334 2022-02-10 08:47:09,214 - mmaction - INFO - Epoch [184][280/940] lr: 4.000e-03, eta: 1 day, 1:05:59, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6430, top5_acc: 0.8371, loss_cls: 1.4974, loss: 1.4974, grad_norm: 3.7424 2022-02-10 08:47:32,751 - mmaction - INFO - Epoch [184][300/940] lr: 4.000e-03, eta: 1 day, 1:05:32, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8340, loss_cls: 1.4822, loss: 1.4822, grad_norm: 3.6235 2022-02-10 08:47:56,243 - mmaction - INFO - Epoch [184][320/940] lr: 4.000e-03, eta: 1 day, 1:05:04, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6551, top5_acc: 0.8438, loss_cls: 1.4526, loss: 1.4526, grad_norm: 3.7040 2022-02-10 08:48:19,705 - mmaction - INFO - Epoch [184][340/940] lr: 4.000e-03, eta: 1 day, 1:04:37, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6535, top5_acc: 0.8463, loss_cls: 1.4456, loss: 1.4456, grad_norm: 3.6653 2022-02-10 08:48:43,192 - mmaction - INFO - Epoch [184][360/940] lr: 4.000e-03, eta: 1 day, 1:04:09, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.6545, top5_acc: 0.8428, loss_cls: 1.4636, loss: 1.4636, grad_norm: 3.6215 2022-02-10 08:49:06,640 - mmaction - INFO - Epoch [184][380/940] lr: 4.000e-03, eta: 1 day, 1:03:41, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.6350, top5_acc: 0.8330, loss_cls: 1.5297, loss: 1.5297, grad_norm: 3.7588 2022-02-10 08:49:30,148 - mmaction - INFO - Epoch [184][400/940] lr: 4.000e-03, eta: 1 day, 1:03:14, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6471, top5_acc: 0.8406, loss_cls: 1.4675, loss: 1.4675, grad_norm: 3.6658 2022-02-10 08:49:53,507 - mmaction - INFO - Epoch [184][420/940] lr: 4.000e-03, eta: 1 day, 1:02:46, time: 1.167, data_time: 0.055, memory: 9497, top1_acc: 0.6391, top5_acc: 0.8252, loss_cls: 1.5311, loss: 1.5311, grad_norm: 3.7420 2022-02-10 08:50:16,965 - mmaction - INFO - Epoch [184][440/940] lr: 4.000e-03, eta: 1 day, 1:02:18, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6416, top5_acc: 0.8314, loss_cls: 1.5165, loss: 1.5165, grad_norm: 3.7821 2022-02-10 08:50:40,478 - mmaction - INFO - Epoch [184][460/940] lr: 4.000e-03, eta: 1 day, 1:01:51, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6518, top5_acc: 0.8467, loss_cls: 1.4611, loss: 1.4611, grad_norm: 3.7686 2022-02-10 08:51:03,951 - mmaction - INFO - Epoch [184][480/940] lr: 4.000e-03, eta: 1 day, 1:01:23, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8326, loss_cls: 1.5072, loss: 1.5072, grad_norm: 3.7806 2022-02-10 08:51:27,442 - mmaction - INFO - Epoch [184][500/940] lr: 4.000e-03, eta: 1 day, 1:00:56, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6406, top5_acc: 0.8355, loss_cls: 1.4951, loss: 1.4951, grad_norm: 3.6684 2022-02-10 08:51:50,868 - mmaction - INFO - Epoch [184][520/940] lr: 4.000e-03, eta: 1 day, 1:00:28, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.6475, top5_acc: 0.8477, loss_cls: 1.4334, loss: 1.4334, grad_norm: 3.6981 2022-02-10 08:52:14,360 - mmaction - INFO - Epoch [184][540/940] lr: 4.000e-03, eta: 1 day, 1:00:00, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6471, top5_acc: 0.8322, loss_cls: 1.5009, loss: 1.5009, grad_norm: 3.7425 2022-02-10 08:52:37,785 - mmaction - INFO - Epoch [184][560/940] lr: 4.000e-03, eta: 1 day, 0:59:33, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6371, top5_acc: 0.8225, loss_cls: 1.5557, loss: 1.5557, grad_norm: 3.7191 2022-02-10 08:53:01,249 - mmaction - INFO - Epoch [184][580/940] lr: 4.000e-03, eta: 1 day, 0:59:05, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6463, top5_acc: 0.8379, loss_cls: 1.5049, loss: 1.5049, grad_norm: 3.6585 2022-02-10 08:53:24,716 - mmaction - INFO - Epoch [184][600/940] lr: 4.000e-03, eta: 1 day, 0:58:38, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6354, top5_acc: 0.8393, loss_cls: 1.4975, loss: 1.4975, grad_norm: 3.7235 2022-02-10 08:53:48,187 - mmaction - INFO - Epoch [184][620/940] lr: 4.000e-03, eta: 1 day, 0:58:10, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.4672, loss: 1.4672, grad_norm: 3.6256 2022-02-10 08:54:11,735 - mmaction - INFO - Epoch [184][640/940] lr: 4.000e-03, eta: 1 day, 0:57:42, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4516, loss: 1.4516, grad_norm: 3.7203 2022-02-10 08:54:35,321 - mmaction - INFO - Epoch [184][660/940] lr: 4.000e-03, eta: 1 day, 0:57:15, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6414, top5_acc: 0.8254, loss_cls: 1.5293, loss: 1.5293, grad_norm: 3.7001 2022-02-10 08:54:58,978 - mmaction - INFO - Epoch [184][680/940] lr: 4.000e-03, eta: 1 day, 0:56:47, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.6443, top5_acc: 0.8383, loss_cls: 1.4942, loss: 1.4942, grad_norm: 3.7703 2022-02-10 08:55:23,446 - mmaction - INFO - Epoch [184][700/940] lr: 4.000e-03, eta: 1 day, 0:56:20, time: 1.224, data_time: 0.055, memory: 9497, top1_acc: 0.6436, top5_acc: 0.8332, loss_cls: 1.5087, loss: 1.5087, grad_norm: 3.7204 2022-02-10 08:55:46,928 - mmaction - INFO - Epoch [184][720/940] lr: 4.000e-03, eta: 1 day, 0:55:52, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6340, top5_acc: 0.8375, loss_cls: 1.5230, loss: 1.5230, grad_norm: 3.8154 2022-02-10 08:56:10,435 - mmaction - INFO - Epoch [184][740/940] lr: 4.000e-03, eta: 1 day, 0:55:25, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6428, top5_acc: 0.8357, loss_cls: 1.5009, loss: 1.5009, grad_norm: 3.6995 2022-02-10 08:56:33,918 - mmaction - INFO - Epoch [184][760/940] lr: 4.000e-03, eta: 1 day, 0:54:57, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8326, loss_cls: 1.4988, loss: 1.4988, grad_norm: 3.8002 2022-02-10 08:56:57,428 - mmaction - INFO - Epoch [184][780/940] lr: 4.000e-03, eta: 1 day, 0:54:30, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6463, top5_acc: 0.8385, loss_cls: 1.4853, loss: 1.4853, grad_norm: 3.7641 2022-02-10 08:57:20,861 - mmaction - INFO - Epoch [184][800/940] lr: 4.000e-03, eta: 1 day, 0:54:02, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8361, loss_cls: 1.4978, loss: 1.4978, grad_norm: 3.7755 2022-02-10 08:57:44,311 - mmaction - INFO - Epoch [184][820/940] lr: 4.000e-03, eta: 1 day, 0:53:34, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8354, loss_cls: 1.4881, loss: 1.4881, grad_norm: 3.7534 2022-02-10 08:58:07,754 - mmaction - INFO - Epoch [184][840/940] lr: 4.000e-03, eta: 1 day, 0:53:07, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8311, loss_cls: 1.5246, loss: 1.5246, grad_norm: 3.7833 2022-02-10 08:58:31,340 - mmaction - INFO - Epoch [184][860/940] lr: 4.000e-03, eta: 1 day, 0:52:39, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6482, top5_acc: 0.8416, loss_cls: 1.4718, loss: 1.4718, grad_norm: 3.7231 2022-02-10 08:58:54,826 - mmaction - INFO - Epoch [184][880/940] lr: 4.000e-03, eta: 1 day, 0:52:12, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6352, top5_acc: 0.8336, loss_cls: 1.5068, loss: 1.5068, grad_norm: 3.7310 2022-02-10 08:59:18,538 - mmaction - INFO - Epoch [184][900/940] lr: 4.000e-03, eta: 1 day, 0:51:44, time: 1.186, data_time: 0.055, memory: 9497, top1_acc: 0.6506, top5_acc: 0.8336, loss_cls: 1.5008, loss: 1.5008, grad_norm: 3.7159 2022-02-10 08:59:42,237 - mmaction - INFO - Epoch [184][920/940] lr: 4.000e-03, eta: 1 day, 0:51:17, time: 1.185, data_time: 0.051, memory: 9497, top1_acc: 0.6436, top5_acc: 0.8291, loss_cls: 1.5140, loss: 1.5140, grad_norm: 3.6305 2022-02-10 09:00:04,576 - mmaction - INFO - Epoch [184][940/940] lr: 4.000e-03, eta: 1 day, 0:50:49, time: 1.117, data_time: 0.058, memory: 9497, top1_acc: 0.6427, top5_acc: 0.8295, loss_cls: 1.5378, loss: 1.5378, grad_norm: 3.7278 2022-02-10 09:03:15,023 - mmaction - INFO - Epoch [185][20/940] lr: 4.000e-03, eta: 1 day, 0:51:22, time: 8.952, data_time: 7.692, memory: 9497, top1_acc: 0.6514, top5_acc: 0.8361, loss_cls: 1.5018, loss: 1.5018, grad_norm: 3.6312 2022-02-10 09:03:38,019 - mmaction - INFO - Epoch [185][40/940] lr: 4.000e-03, eta: 1 day, 0:50:54, time: 1.149, data_time: 0.047, memory: 9497, top1_acc: 0.6451, top5_acc: 0.8406, loss_cls: 1.4786, loss: 1.4786, grad_norm: 3.7105 2022-02-10 09:04:01,166 - mmaction - INFO - Epoch [185][60/940] lr: 4.000e-03, eta: 1 day, 0:50:26, time: 1.158, data_time: 0.045, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4863, loss: 1.4863, grad_norm: 3.6630 2022-02-10 09:04:24,349 - mmaction - INFO - Epoch [185][80/940] lr: 4.000e-03, eta: 1 day, 0:49:59, time: 1.159, data_time: 0.045, memory: 9497, top1_acc: 0.6406, top5_acc: 0.8355, loss_cls: 1.5173, loss: 1.5173, grad_norm: 3.7661 2022-02-10 09:04:47,590 - mmaction - INFO - Epoch [185][100/940] lr: 4.000e-03, eta: 1 day, 0:49:31, time: 1.163, data_time: 0.045, memory: 9497, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.4479, loss: 1.4479, grad_norm: 3.6141 2022-02-10 09:05:10,930 - mmaction - INFO - Epoch [185][120/940] lr: 4.000e-03, eta: 1 day, 0:49:03, time: 1.166, data_time: 0.047, memory: 9497, top1_acc: 0.6617, top5_acc: 0.8447, loss_cls: 1.4306, loss: 1.4306, grad_norm: 3.6998 2022-02-10 09:05:34,232 - mmaction - INFO - Epoch [185][140/940] lr: 4.000e-03, eta: 1 day, 0:48:36, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.6566, top5_acc: 0.8404, loss_cls: 1.4656, loss: 1.4656, grad_norm: 3.7261 2022-02-10 09:05:57,499 - mmaction - INFO - Epoch [185][160/940] lr: 4.000e-03, eta: 1 day, 0:48:08, time: 1.163, data_time: 0.049, memory: 9497, top1_acc: 0.6529, top5_acc: 0.8398, loss_cls: 1.4715, loss: 1.4715, grad_norm: 3.6942 2022-02-10 09:06:20,951 - mmaction - INFO - Epoch [185][180/940] lr: 4.000e-03, eta: 1 day, 0:47:40, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8371, loss_cls: 1.4914, loss: 1.4914, grad_norm: 3.7195 2022-02-10 09:06:44,299 - mmaction - INFO - Epoch [185][200/940] lr: 4.000e-03, eta: 1 day, 0:47:13, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.6455, top5_acc: 0.8262, loss_cls: 1.5260, loss: 1.5260, grad_norm: 3.7697 2022-02-10 09:07:07,695 - mmaction - INFO - Epoch [185][220/940] lr: 4.000e-03, eta: 1 day, 0:46:45, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.6389, top5_acc: 0.8324, loss_cls: 1.5114, loss: 1.5114, grad_norm: 3.7523 2022-02-10 09:07:31,005 - mmaction - INFO - Epoch [185][240/940] lr: 4.000e-03, eta: 1 day, 0:46:17, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.6338, top5_acc: 0.8328, loss_cls: 1.5081, loss: 1.5081, grad_norm: 3.7365 2022-02-10 09:07:54,414 - mmaction - INFO - Epoch [185][260/940] lr: 4.000e-03, eta: 1 day, 0:45:50, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8357, loss_cls: 1.5093, loss: 1.5093, grad_norm: 3.7644 2022-02-10 09:08:17,835 - mmaction - INFO - Epoch [185][280/940] lr: 4.000e-03, eta: 1 day, 0:45:22, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.6586, top5_acc: 0.8434, loss_cls: 1.4368, loss: 1.4368, grad_norm: 3.6631 2022-02-10 09:08:41,247 - mmaction - INFO - Epoch [185][300/940] lr: 4.000e-03, eta: 1 day, 0:44:54, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6562, top5_acc: 0.8449, loss_cls: 1.4320, loss: 1.4320, grad_norm: 3.6518 2022-02-10 09:09:04,687 - mmaction - INFO - Epoch [185][320/940] lr: 4.000e-03, eta: 1 day, 0:44:27, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6555, top5_acc: 0.8400, loss_cls: 1.4624, loss: 1.4624, grad_norm: 3.7630 2022-02-10 09:09:28,096 - mmaction - INFO - Epoch [185][340/940] lr: 4.000e-03, eta: 1 day, 0:43:59, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.6545, top5_acc: 0.8395, loss_cls: 1.4747, loss: 1.4747, grad_norm: 3.7524 2022-02-10 09:09:51,555 - mmaction - INFO - Epoch [185][360/940] lr: 4.000e-03, eta: 1 day, 0:43:32, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6486, top5_acc: 0.8406, loss_cls: 1.4638, loss: 1.4638, grad_norm: 3.7362 2022-02-10 09:10:15,148 - mmaction - INFO - Epoch [185][380/940] lr: 4.000e-03, eta: 1 day, 0:43:04, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.6420, top5_acc: 0.8383, loss_cls: 1.4935, loss: 1.4935, grad_norm: 3.7468 2022-02-10 09:10:38,685 - mmaction - INFO - Epoch [185][400/940] lr: 4.000e-03, eta: 1 day, 0:42:37, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6445, top5_acc: 0.8338, loss_cls: 1.4945, loss: 1.4945, grad_norm: 3.7950 2022-02-10 09:11:02,106 - mmaction - INFO - Epoch [185][420/940] lr: 4.000e-03, eta: 1 day, 0:42:09, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.4939, loss: 1.4939, grad_norm: 3.7858 2022-02-10 09:11:25,507 - mmaction - INFO - Epoch [185][440/940] lr: 4.000e-03, eta: 1 day, 0:41:41, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.6570, top5_acc: 0.8393, loss_cls: 1.4608, loss: 1.4608, grad_norm: 3.7132 2022-02-10 09:11:49,049 - mmaction - INFO - Epoch [185][460/940] lr: 4.000e-03, eta: 1 day, 0:41:14, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6494, top5_acc: 0.8383, loss_cls: 1.4814, loss: 1.4814, grad_norm: 3.7287 2022-02-10 09:12:12,586 - mmaction - INFO - Epoch [185][480/940] lr: 4.000e-03, eta: 1 day, 0:40:46, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6412, top5_acc: 0.8375, loss_cls: 1.5019, loss: 1.5019, grad_norm: 3.7866 2022-02-10 09:12:36,034 - mmaction - INFO - Epoch [185][500/940] lr: 4.000e-03, eta: 1 day, 0:40:19, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6381, top5_acc: 0.8248, loss_cls: 1.5474, loss: 1.5474, grad_norm: 3.7869 2022-02-10 09:12:59,430 - mmaction - INFO - Epoch [185][520/940] lr: 4.000e-03, eta: 1 day, 0:39:51, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.6533, top5_acc: 0.8434, loss_cls: 1.4586, loss: 1.4586, grad_norm: 3.7763 2022-02-10 09:13:22,856 - mmaction - INFO - Epoch [185][540/940] lr: 4.000e-03, eta: 1 day, 0:39:23, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.6436, top5_acc: 0.8371, loss_cls: 1.5072, loss: 1.5072, grad_norm: 3.7001 2022-02-10 09:13:46,342 - mmaction - INFO - Epoch [185][560/940] lr: 4.000e-03, eta: 1 day, 0:38:56, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8447, loss_cls: 1.4555, loss: 1.4555, grad_norm: 3.7303 2022-02-10 09:14:09,828 - mmaction - INFO - Epoch [185][580/940] lr: 4.000e-03, eta: 1 day, 0:38:28, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8346, loss_cls: 1.4973, loss: 1.4973, grad_norm: 3.7900 2022-02-10 09:14:33,258 - mmaction - INFO - Epoch [185][600/940] lr: 4.000e-03, eta: 1 day, 0:38:01, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8377, loss_cls: 1.4818, loss: 1.4818, grad_norm: 3.7902 2022-02-10 09:14:56,774 - mmaction - INFO - Epoch [185][620/940] lr: 4.000e-03, eta: 1 day, 0:37:33, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6471, top5_acc: 0.8393, loss_cls: 1.4817, loss: 1.4817, grad_norm: 3.8158 2022-02-10 09:15:20,564 - mmaction - INFO - Epoch [185][640/940] lr: 4.000e-03, eta: 1 day, 0:37:05, time: 1.190, data_time: 0.062, memory: 9497, top1_acc: 0.6510, top5_acc: 0.8338, loss_cls: 1.4884, loss: 1.4884, grad_norm: 3.7436 2022-02-10 09:15:44,027 - mmaction - INFO - Epoch [185][660/940] lr: 4.000e-03, eta: 1 day, 0:36:38, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6424, top5_acc: 0.8371, loss_cls: 1.4904, loss: 1.4904, grad_norm: 3.7545 2022-02-10 09:16:07,495 - mmaction - INFO - Epoch [185][680/940] lr: 4.000e-03, eta: 1 day, 0:36:10, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6359, top5_acc: 0.8324, loss_cls: 1.5423, loss: 1.5423, grad_norm: 3.8061 2022-02-10 09:16:31,107 - mmaction - INFO - Epoch [185][700/940] lr: 4.000e-03, eta: 1 day, 0:35:43, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6486, top5_acc: 0.8371, loss_cls: 1.4792, loss: 1.4792, grad_norm: 3.6827 2022-02-10 09:16:54,591 - mmaction - INFO - Epoch [185][720/940] lr: 4.000e-03, eta: 1 day, 0:35:15, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6508, top5_acc: 0.8426, loss_cls: 1.4592, loss: 1.4592, grad_norm: 3.6835 2022-02-10 09:17:18,074 - mmaction - INFO - Epoch [185][740/940] lr: 4.000e-03, eta: 1 day, 0:34:48, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6447, top5_acc: 0.8322, loss_cls: 1.4951, loss: 1.4951, grad_norm: 3.7713 2022-02-10 09:17:41,496 - mmaction - INFO - Epoch [185][760/940] lr: 4.000e-03, eta: 1 day, 0:34:20, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.6520, top5_acc: 0.8449, loss_cls: 1.4415, loss: 1.4415, grad_norm: 3.7288 2022-02-10 09:18:04,978 - mmaction - INFO - Epoch [185][780/940] lr: 4.000e-03, eta: 1 day, 0:33:52, time: 1.174, data_time: 0.063, memory: 9497, top1_acc: 0.6418, top5_acc: 0.8313, loss_cls: 1.5052, loss: 1.5052, grad_norm: 3.7463 2022-02-10 09:18:28,495 - mmaction - INFO - Epoch [185][800/940] lr: 4.000e-03, eta: 1 day, 0:33:25, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6475, top5_acc: 0.8430, loss_cls: 1.4496, loss: 1.4496, grad_norm: 3.6917 2022-02-10 09:18:51,978 - mmaction - INFO - Epoch [185][820/940] lr: 4.000e-03, eta: 1 day, 0:32:57, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6492, top5_acc: 0.8420, loss_cls: 1.4720, loss: 1.4720, grad_norm: 3.7108 2022-02-10 09:19:15,537 - mmaction - INFO - Epoch [185][840/940] lr: 4.000e-03, eta: 1 day, 0:32:30, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4746, loss: 1.4746, grad_norm: 3.7569 2022-02-10 09:19:39,116 - mmaction - INFO - Epoch [185][860/940] lr: 4.000e-03, eta: 1 day, 0:32:02, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6428, top5_acc: 0.8344, loss_cls: 1.5087, loss: 1.5087, grad_norm: 3.7530 2022-02-10 09:20:02,609 - mmaction - INFO - Epoch [185][880/940] lr: 4.000e-03, eta: 1 day, 0:31:35, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6463, top5_acc: 0.8336, loss_cls: 1.5020, loss: 1.5020, grad_norm: 3.7709 2022-02-10 09:20:26,140 - mmaction - INFO - Epoch [185][900/940] lr: 4.000e-03, eta: 1 day, 0:31:07, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8354, loss_cls: 1.4988, loss: 1.4988, grad_norm: 3.7729 2022-02-10 09:20:49,781 - mmaction - INFO - Epoch [185][920/940] lr: 4.000e-03, eta: 1 day, 0:30:40, time: 1.181, data_time: 0.064, memory: 9497, top1_acc: 0.6461, top5_acc: 0.8381, loss_cls: 1.4784, loss: 1.4784, grad_norm: 3.7358 2022-02-10 09:21:12,182 - mmaction - INFO - Epoch [185][940/940] lr: 4.000e-03, eta: 1 day, 0:30:12, time: 1.120, data_time: 0.059, memory: 9497, top1_acc: 0.6420, top5_acc: 0.8425, loss_cls: 1.4954, loss: 1.4954, grad_norm: 3.7559 2022-02-10 09:21:16,629 - mmaction - INFO - Saving checkpoint at 185 epochs 2022-02-10 09:24:05,514 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 09:24:06,298 - mmaction - INFO - top1_acc 0.6757 top5_acc 0.8755 2022-02-10 09:24:06,298 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 09:24:06,330 - mmaction - INFO - mean_acc 0.6757 2022-02-10 09:24:06,337 - mmaction - INFO - Epoch(val) [185][78] top1_acc: 0.6757, top5_acc: 0.8755, mean_class_accuracy: 0.6757 2022-02-10 09:26:51,889 - mmaction - INFO - Epoch [186][20/940] lr: 4.000e-03, eta: 1 day, 0:30:39, time: 8.275, data_time: 7.098, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8357, loss_cls: 1.4954, loss: 1.4954, grad_norm: 3.7603 2022-02-10 09:27:15,219 - mmaction - INFO - Epoch [186][40/940] lr: 4.000e-03, eta: 1 day, 0:30:11, time: 1.167, data_time: 0.065, memory: 9497, top1_acc: 0.6521, top5_acc: 0.8436, loss_cls: 1.4541, loss: 1.4541, grad_norm: 3.7353 2022-02-10 09:27:38,354 - mmaction - INFO - Epoch [186][60/940] lr: 4.000e-03, eta: 1 day, 0:29:43, time: 1.157, data_time: 0.045, memory: 9497, top1_acc: 0.6510, top5_acc: 0.8416, loss_cls: 1.4550, loss: 1.4550, grad_norm: 3.7440 2022-02-10 09:28:01,659 - mmaction - INFO - Epoch [186][80/940] lr: 4.000e-03, eta: 1 day, 0:29:16, time: 1.165, data_time: 0.043, memory: 9497, top1_acc: 0.6500, top5_acc: 0.8367, loss_cls: 1.4844, loss: 1.4844, grad_norm: 3.7153 2022-02-10 09:28:25,005 - mmaction - INFO - Epoch [186][100/940] lr: 4.000e-03, eta: 1 day, 0:28:48, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.6592, top5_acc: 0.8480, loss_cls: 1.4236, loss: 1.4236, grad_norm: 3.7334 2022-02-10 09:28:48,419 - mmaction - INFO - Epoch [186][120/940] lr: 4.000e-03, eta: 1 day, 0:28:20, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.6498, top5_acc: 0.8389, loss_cls: 1.4765, loss: 1.4765, grad_norm: 3.7944 2022-02-10 09:29:11,789 - mmaction - INFO - Epoch [186][140/940] lr: 4.000e-03, eta: 1 day, 0:27:53, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.4969, loss: 1.4969, grad_norm: 3.7694 2022-02-10 09:29:35,166 - mmaction - INFO - Epoch [186][160/940] lr: 4.000e-03, eta: 1 day, 0:27:25, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.6471, top5_acc: 0.8395, loss_cls: 1.4647, loss: 1.4647, grad_norm: 3.7520 2022-02-10 09:29:58,525 - mmaction - INFO - Epoch [186][180/940] lr: 4.000e-03, eta: 1 day, 0:26:57, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.6680, top5_acc: 0.8471, loss_cls: 1.4307, loss: 1.4307, grad_norm: 3.7146 2022-02-10 09:30:24,458 - mmaction - INFO - Epoch [186][200/940] lr: 4.000e-03, eta: 1 day, 0:26:31, time: 1.297, data_time: 0.053, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8334, loss_cls: 1.4872, loss: 1.4872, grad_norm: 3.7351 2022-02-10 09:30:47,964 - mmaction - INFO - Epoch [186][220/940] lr: 4.000e-03, eta: 1 day, 0:26:03, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.4686, loss: 1.4686, grad_norm: 3.7413 2022-02-10 09:31:11,414 - mmaction - INFO - Epoch [186][240/940] lr: 4.000e-03, eta: 1 day, 0:25:36, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6590, top5_acc: 0.8441, loss_cls: 1.4639, loss: 1.4639, grad_norm: 3.7257 2022-02-10 09:31:34,827 - mmaction - INFO - Epoch [186][260/940] lr: 4.000e-03, eta: 1 day, 0:25:08, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.6508, top5_acc: 0.8393, loss_cls: 1.4732, loss: 1.4732, grad_norm: 3.7444 2022-02-10 09:31:58,354 - mmaction - INFO - Epoch [186][280/940] lr: 4.000e-03, eta: 1 day, 0:24:40, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6346, top5_acc: 0.8328, loss_cls: 1.5077, loss: 1.5077, grad_norm: 3.8252 2022-02-10 09:32:21,826 - mmaction - INFO - Epoch [186][300/940] lr: 4.000e-03, eta: 1 day, 0:24:13, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.6473, top5_acc: 0.8361, loss_cls: 1.4930, loss: 1.4930, grad_norm: 3.7515 2022-02-10 09:32:45,338 - mmaction - INFO - Epoch [186][320/940] lr: 4.000e-03, eta: 1 day, 0:23:45, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8348, loss_cls: 1.5123, loss: 1.5123, grad_norm: 3.7326 2022-02-10 09:33:08,811 - mmaction - INFO - Epoch [186][340/940] lr: 4.000e-03, eta: 1 day, 0:23:18, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6391, top5_acc: 0.8348, loss_cls: 1.5272, loss: 1.5272, grad_norm: 3.7654 2022-02-10 09:33:32,289 - mmaction - INFO - Epoch [186][360/940] lr: 4.000e-03, eta: 1 day, 0:22:50, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.6531, top5_acc: 0.8426, loss_cls: 1.4513, loss: 1.4513, grad_norm: 3.7985 2022-02-10 09:33:55,860 - mmaction - INFO - Epoch [186][380/940] lr: 4.000e-03, eta: 1 day, 0:22:23, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6479, top5_acc: 0.8381, loss_cls: 1.4893, loss: 1.4893, grad_norm: 3.8082 2022-02-10 09:34:19,343 - mmaction - INFO - Epoch [186][400/940] lr: 4.000e-03, eta: 1 day, 0:21:55, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6502, top5_acc: 0.8418, loss_cls: 1.4890, loss: 1.4890, grad_norm: 3.7884 2022-02-10 09:34:42,765 - mmaction - INFO - Epoch [186][420/940] lr: 4.000e-03, eta: 1 day, 0:21:27, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.6477, top5_acc: 0.8395, loss_cls: 1.4573, loss: 1.4573, grad_norm: 3.7185 2022-02-10 09:35:06,221 - mmaction - INFO - Epoch [186][440/940] lr: 4.000e-03, eta: 1 day, 0:21:00, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6496, top5_acc: 0.8395, loss_cls: 1.4718, loss: 1.4718, grad_norm: 3.7152 2022-02-10 09:35:29,755 - mmaction - INFO - Epoch [186][460/940] lr: 4.000e-03, eta: 1 day, 0:20:32, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6666, top5_acc: 0.8535, loss_cls: 1.3988, loss: 1.3988, grad_norm: 3.6714 2022-02-10 09:35:53,353 - mmaction - INFO - Epoch [186][480/940] lr: 4.000e-03, eta: 1 day, 0:20:05, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.6426, top5_acc: 0.8365, loss_cls: 1.4978, loss: 1.4978, grad_norm: 3.8007 2022-02-10 09:36:16,865 - mmaction - INFO - Epoch [186][500/940] lr: 4.000e-03, eta: 1 day, 0:19:37, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6475, top5_acc: 0.8383, loss_cls: 1.4694, loss: 1.4694, grad_norm: 3.7998 2022-02-10 09:36:40,292 - mmaction - INFO - Epoch [186][520/940] lr: 4.000e-03, eta: 1 day, 0:19:10, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.6537, top5_acc: 0.8381, loss_cls: 1.4717, loss: 1.4717, grad_norm: 3.7486 2022-02-10 09:37:03,765 - mmaction - INFO - Epoch [186][540/940] lr: 4.000e-03, eta: 1 day, 0:18:42, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.6455, top5_acc: 0.8436, loss_cls: 1.4785, loss: 1.4785, grad_norm: 3.7685 2022-02-10 09:37:27,272 - mmaction - INFO - Epoch [186][560/940] lr: 4.000e-03, eta: 1 day, 0:18:14, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6355, top5_acc: 0.8334, loss_cls: 1.5095, loss: 1.5095, grad_norm: 3.8779 2022-02-10 09:37:50,865 - mmaction - INFO - Epoch [186][580/940] lr: 4.000e-03, eta: 1 day, 0:17:47, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8416, loss_cls: 1.4833, loss: 1.4833, grad_norm: 3.8573 2022-02-10 09:38:14,378 - mmaction - INFO - Epoch [186][600/940] lr: 4.000e-03, eta: 1 day, 0:17:19, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8393, loss_cls: 1.4762, loss: 1.4762, grad_norm: 3.7600 2022-02-10 09:38:37,885 - mmaction - INFO - Epoch [186][620/940] lr: 4.000e-03, eta: 1 day, 0:16:52, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6482, top5_acc: 0.8475, loss_cls: 1.4728, loss: 1.4728, grad_norm: 3.7923 2022-02-10 09:39:01,411 - mmaction - INFO - Epoch [186][640/940] lr: 4.000e-03, eta: 1 day, 0:16:24, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6545, top5_acc: 0.8359, loss_cls: 1.4877, loss: 1.4877, grad_norm: 3.7391 2022-02-10 09:39:24,936 - mmaction - INFO - Epoch [186][660/940] lr: 4.000e-03, eta: 1 day, 0:15:57, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6475, top5_acc: 0.8383, loss_cls: 1.4787, loss: 1.4787, grad_norm: 3.7887 2022-02-10 09:39:48,488 - mmaction - INFO - Epoch [186][680/940] lr: 4.000e-03, eta: 1 day, 0:15:29, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6504, top5_acc: 0.8359, loss_cls: 1.4742, loss: 1.4742, grad_norm: 3.7688 2022-02-10 09:40:12,513 - mmaction - INFO - Epoch [186][700/940] lr: 4.000e-03, eta: 1 day, 0:15:02, time: 1.202, data_time: 0.050, memory: 9497, top1_acc: 0.6617, top5_acc: 0.8512, loss_cls: 1.4166, loss: 1.4166, grad_norm: 3.7123 2022-02-10 09:40:36,034 - mmaction - INFO - Epoch [186][720/940] lr: 4.000e-03, eta: 1 day, 0:14:34, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6459, top5_acc: 0.8371, loss_cls: 1.5015, loss: 1.5015, grad_norm: 3.8147 2022-02-10 09:40:59,675 - mmaction - INFO - Epoch [186][740/940] lr: 4.000e-03, eta: 1 day, 0:14:07, time: 1.182, data_time: 0.062, memory: 9497, top1_acc: 0.6613, top5_acc: 0.8438, loss_cls: 1.4402, loss: 1.4402, grad_norm: 3.6951 2022-02-10 09:41:23,170 - mmaction - INFO - Epoch [186][760/940] lr: 4.000e-03, eta: 1 day, 0:13:39, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6584, top5_acc: 0.8414, loss_cls: 1.4693, loss: 1.4693, grad_norm: 3.7441 2022-02-10 09:41:46,821 - mmaction - INFO - Epoch [186][780/940] lr: 4.000e-03, eta: 1 day, 0:13:12, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.6488, top5_acc: 0.8447, loss_cls: 1.4514, loss: 1.4514, grad_norm: 3.7360 2022-02-10 09:42:10,259 - mmaction - INFO - Epoch [186][800/940] lr: 4.000e-03, eta: 1 day, 0:12:44, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6451, top5_acc: 0.8373, loss_cls: 1.4787, loss: 1.4787, grad_norm: 3.7604 2022-02-10 09:42:33,748 - mmaction - INFO - Epoch [186][820/940] lr: 4.000e-03, eta: 1 day, 0:12:17, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8324, loss_cls: 1.4974, loss: 1.4974, grad_norm: 3.8007 2022-02-10 09:42:57,359 - mmaction - INFO - Epoch [186][840/940] lr: 4.000e-03, eta: 1 day, 0:11:49, time: 1.180, data_time: 0.065, memory: 9497, top1_acc: 0.6393, top5_acc: 0.8328, loss_cls: 1.5083, loss: 1.5083, grad_norm: 3.8190 2022-02-10 09:43:20,850 - mmaction - INFO - Epoch [186][860/940] lr: 4.000e-03, eta: 1 day, 0:11:22, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6588, top5_acc: 0.8502, loss_cls: 1.4250, loss: 1.4250, grad_norm: 3.7361 2022-02-10 09:43:44,318 - mmaction - INFO - Epoch [186][880/940] lr: 4.000e-03, eta: 1 day, 0:10:54, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6416, top5_acc: 0.8309, loss_cls: 1.4964, loss: 1.4964, grad_norm: 3.7233 2022-02-10 09:44:07,813 - mmaction - INFO - Epoch [186][900/940] lr: 4.000e-03, eta: 1 day, 0:10:27, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6488, top5_acc: 0.8396, loss_cls: 1.4666, loss: 1.4666, grad_norm: 3.6694 2022-02-10 09:44:31,222 - mmaction - INFO - Epoch [186][920/940] lr: 4.000e-03, eta: 1 day, 0:09:59, time: 1.171, data_time: 0.062, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8369, loss_cls: 1.4878, loss: 1.4878, grad_norm: 3.7932 2022-02-10 09:44:53,608 - mmaction - INFO - Epoch [186][940/940] lr: 4.000e-03, eta: 1 day, 0:09:31, time: 1.120, data_time: 0.054, memory: 9497, top1_acc: 0.6479, top5_acc: 0.8403, loss_cls: 1.4888, loss: 1.4888, grad_norm: 3.8576 2022-02-10 09:47:50,501 - mmaction - INFO - Epoch [187][20/940] lr: 4.000e-03, eta: 1 day, 0:10:00, time: 8.677, data_time: 7.565, memory: 9497, top1_acc: 0.6543, top5_acc: 0.8447, loss_cls: 1.4456, loss: 1.4456, grad_norm: 3.7667 2022-02-10 09:48:13,496 - mmaction - INFO - Epoch [187][40/940] lr: 4.000e-03, eta: 1 day, 0:09:32, time: 1.150, data_time: 0.047, memory: 9497, top1_acc: 0.6592, top5_acc: 0.8404, loss_cls: 1.4619, loss: 1.4619, grad_norm: 3.6857 2022-02-10 09:48:36,605 - mmaction - INFO - Epoch [187][60/940] lr: 4.000e-03, eta: 1 day, 0:09:04, time: 1.156, data_time: 0.040, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8420, loss_cls: 1.4709, loss: 1.4709, grad_norm: 3.7605 2022-02-10 09:48:59,837 - mmaction - INFO - Epoch [187][80/940] lr: 4.000e-03, eta: 1 day, 0:08:37, time: 1.161, data_time: 0.040, memory: 9497, top1_acc: 0.6582, top5_acc: 0.8314, loss_cls: 1.4652, loss: 1.4652, grad_norm: 3.8082 2022-02-10 09:49:23,068 - mmaction - INFO - Epoch [187][100/940] lr: 4.000e-03, eta: 1 day, 0:08:09, time: 1.162, data_time: 0.043, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8381, loss_cls: 1.4778, loss: 1.4778, grad_norm: 3.8054 2022-02-10 09:49:46,300 - mmaction - INFO - Epoch [187][120/940] lr: 4.000e-03, eta: 1 day, 0:07:41, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.6525, top5_acc: 0.8381, loss_cls: 1.4686, loss: 1.4686, grad_norm: 3.8240 2022-02-10 09:50:09,564 - mmaction - INFO - Epoch [187][140/940] lr: 4.000e-03, eta: 1 day, 0:07:14, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.6531, top5_acc: 0.8328, loss_cls: 1.4732, loss: 1.4732, grad_norm: 3.7588 2022-02-10 09:50:32,793 - mmaction - INFO - Epoch [187][160/940] lr: 4.000e-03, eta: 1 day, 0:06:46, time: 1.161, data_time: 0.048, memory: 9497, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4443, loss: 1.4443, grad_norm: 3.7659 2022-02-10 09:50:56,254 - mmaction - INFO - Epoch [187][180/940] lr: 4.000e-03, eta: 1 day, 0:06:19, time: 1.173, data_time: 0.045, memory: 9497, top1_acc: 0.6463, top5_acc: 0.8412, loss_cls: 1.4760, loss: 1.4760, grad_norm: 3.7585 2022-02-10 09:51:19,673 - mmaction - INFO - Epoch [187][200/940] lr: 4.000e-03, eta: 1 day, 0:05:51, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6480, top5_acc: 0.8404, loss_cls: 1.4779, loss: 1.4779, grad_norm: 3.8304 2022-02-10 09:51:43,048 - mmaction - INFO - Epoch [187][220/940] lr: 4.000e-03, eta: 1 day, 0:05:23, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.4811, loss: 1.4811, grad_norm: 3.8348 2022-02-10 09:52:06,447 - mmaction - INFO - Epoch [187][240/940] lr: 4.000e-03, eta: 1 day, 0:04:56, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8293, loss_cls: 1.5171, loss: 1.5171, grad_norm: 3.8655 2022-02-10 09:52:29,798 - mmaction - INFO - Epoch [187][260/940] lr: 4.000e-03, eta: 1 day, 0:04:28, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.6527, top5_acc: 0.8404, loss_cls: 1.4693, loss: 1.4693, grad_norm: 3.7822 2022-02-10 09:52:53,245 - mmaction - INFO - Epoch [187][280/940] lr: 4.000e-03, eta: 1 day, 0:04:01, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6471, top5_acc: 0.8338, loss_cls: 1.4899, loss: 1.4899, grad_norm: 3.7423 2022-02-10 09:53:16,815 - mmaction - INFO - Epoch [187][300/940] lr: 4.000e-03, eta: 1 day, 0:03:33, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6572, top5_acc: 0.8420, loss_cls: 1.4326, loss: 1.4326, grad_norm: 3.7199 2022-02-10 09:53:40,388 - mmaction - INFO - Epoch [187][320/940] lr: 4.000e-03, eta: 1 day, 0:03:06, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6520, top5_acc: 0.8389, loss_cls: 1.4762, loss: 1.4762, grad_norm: 3.7413 2022-02-10 09:54:03,970 - mmaction - INFO - Epoch [187][340/940] lr: 4.000e-03, eta: 1 day, 0:02:38, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6400, top5_acc: 0.8291, loss_cls: 1.5150, loss: 1.5150, grad_norm: 3.7509 2022-02-10 09:54:27,521 - mmaction - INFO - Epoch [187][360/940] lr: 4.000e-03, eta: 1 day, 0:02:11, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6459, top5_acc: 0.8318, loss_cls: 1.4932, loss: 1.4932, grad_norm: 3.8000 2022-02-10 09:54:51,020 - mmaction - INFO - Epoch [187][380/940] lr: 4.000e-03, eta: 1 day, 0:01:43, time: 1.175, data_time: 0.046, memory: 9497, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4736, loss: 1.4736, grad_norm: 3.8494 2022-02-10 09:55:14,519 - mmaction - INFO - Epoch [187][400/940] lr: 4.000e-03, eta: 1 day, 0:01:15, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6318, top5_acc: 0.8268, loss_cls: 1.5307, loss: 1.5307, grad_norm: 3.8737 2022-02-10 09:55:37,944 - mmaction - INFO - Epoch [187][420/940] lr: 4.000e-03, eta: 1 day, 0:00:48, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6414, top5_acc: 0.8326, loss_cls: 1.5169, loss: 1.5169, grad_norm: 3.8400 2022-02-10 09:56:01,445 - mmaction - INFO - Epoch [187][440/940] lr: 4.000e-03, eta: 1 day, 0:00:20, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8398, loss_cls: 1.4951, loss: 1.4951, grad_norm: 3.8208 2022-02-10 09:56:24,943 - mmaction - INFO - Epoch [187][460/940] lr: 4.000e-03, eta: 23:59:53, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6521, top5_acc: 0.8393, loss_cls: 1.4560, loss: 1.4560, grad_norm: 3.7379 2022-02-10 09:56:48,590 - mmaction - INFO - Epoch [187][480/940] lr: 4.000e-03, eta: 23:59:25, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6535, top5_acc: 0.8449, loss_cls: 1.4478, loss: 1.4478, grad_norm: 3.7821 2022-02-10 09:57:12,092 - mmaction - INFO - Epoch [187][500/940] lr: 4.000e-03, eta: 23:58:58, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6428, top5_acc: 0.8365, loss_cls: 1.4871, loss: 1.4871, grad_norm: 3.8058 2022-02-10 09:57:35,659 - mmaction - INFO - Epoch [187][520/940] lr: 4.000e-03, eta: 23:58:30, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.6543, top5_acc: 0.8441, loss_cls: 1.4550, loss: 1.4550, grad_norm: 3.7431 2022-02-10 09:57:59,270 - mmaction - INFO - Epoch [187][540/940] lr: 4.000e-03, eta: 23:58:03, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6447, top5_acc: 0.8303, loss_cls: 1.5264, loss: 1.5264, grad_norm: 3.7656 2022-02-10 09:58:22,864 - mmaction - INFO - Epoch [187][560/940] lr: 4.000e-03, eta: 23:57:35, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6623, top5_acc: 0.8457, loss_cls: 1.4463, loss: 1.4463, grad_norm: 3.8080 2022-02-10 09:58:46,312 - mmaction - INFO - Epoch [187][580/940] lr: 4.000e-03, eta: 23:57:08, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4763, loss: 1.4763, grad_norm: 3.8327 2022-02-10 09:59:09,702 - mmaction - INFO - Epoch [187][600/940] lr: 4.000e-03, eta: 23:56:40, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.6369, top5_acc: 0.8377, loss_cls: 1.5087, loss: 1.5087, grad_norm: 3.8934 2022-02-10 09:59:33,184 - mmaction - INFO - Epoch [187][620/940] lr: 4.000e-03, eta: 23:56:13, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6477, top5_acc: 0.8354, loss_cls: 1.4885, loss: 1.4885, grad_norm: 3.7607 2022-02-10 09:59:56,723 - mmaction - INFO - Epoch [187][640/940] lr: 4.000e-03, eta: 23:55:45, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8357, loss_cls: 1.5235, loss: 1.5235, grad_norm: 3.8136 2022-02-10 10:00:20,432 - mmaction - INFO - Epoch [187][660/940] lr: 4.000e-03, eta: 23:55:18, time: 1.185, data_time: 0.062, memory: 9497, top1_acc: 0.6537, top5_acc: 0.8412, loss_cls: 1.4736, loss: 1.4736, grad_norm: 3.8317 2022-02-10 10:00:44,001 - mmaction - INFO - Epoch [187][680/940] lr: 4.000e-03, eta: 23:54:50, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8389, loss_cls: 1.4913, loss: 1.4913, grad_norm: 3.8466 2022-02-10 10:01:07,380 - mmaction - INFO - Epoch [187][700/940] lr: 4.000e-03, eta: 23:54:23, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8381, loss_cls: 1.4778, loss: 1.4778, grad_norm: 3.8099 2022-02-10 10:01:30,779 - mmaction - INFO - Epoch [187][720/940] lr: 4.000e-03, eta: 23:53:55, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.6541, top5_acc: 0.8363, loss_cls: 1.4786, loss: 1.4786, grad_norm: 3.7773 2022-02-10 10:01:54,279 - mmaction - INFO - Epoch [187][740/940] lr: 4.000e-03, eta: 23:53:27, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6412, top5_acc: 0.8332, loss_cls: 1.5263, loss: 1.5263, grad_norm: 3.8562 2022-02-10 10:02:17,751 - mmaction - INFO - Epoch [187][760/940] lr: 4.000e-03, eta: 23:53:00, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.6578, top5_acc: 0.8426, loss_cls: 1.4379, loss: 1.4379, grad_norm: 3.7286 2022-02-10 10:02:41,252 - mmaction - INFO - Epoch [187][780/940] lr: 4.000e-03, eta: 23:52:32, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8449, loss_cls: 1.4664, loss: 1.4664, grad_norm: 3.7803 2022-02-10 10:03:04,813 - mmaction - INFO - Epoch [187][800/940] lr: 4.000e-03, eta: 23:52:05, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6369, top5_acc: 0.8400, loss_cls: 1.4909, loss: 1.4909, grad_norm: 3.8389 2022-02-10 10:03:28,354 - mmaction - INFO - Epoch [187][820/940] lr: 4.000e-03, eta: 23:51:37, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6496, top5_acc: 0.8307, loss_cls: 1.5032, loss: 1.5032, grad_norm: 3.8363 2022-02-10 10:03:51,911 - mmaction - INFO - Epoch [187][840/940] lr: 4.000e-03, eta: 23:51:10, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8287, loss_cls: 1.5063, loss: 1.5063, grad_norm: 3.7996 2022-02-10 10:04:15,609 - mmaction - INFO - Epoch [187][860/940] lr: 4.000e-03, eta: 23:50:42, time: 1.185, data_time: 0.054, memory: 9497, top1_acc: 0.6566, top5_acc: 0.8336, loss_cls: 1.4777, loss: 1.4777, grad_norm: 3.7892 2022-02-10 10:04:39,130 - mmaction - INFO - Epoch [187][880/940] lr: 4.000e-03, eta: 23:50:15, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8293, loss_cls: 1.5082, loss: 1.5082, grad_norm: 3.7939 2022-02-10 10:05:02,578 - mmaction - INFO - Epoch [187][900/940] lr: 4.000e-03, eta: 23:49:47, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6506, top5_acc: 0.8406, loss_cls: 1.4409, loss: 1.4409, grad_norm: 3.8176 2022-02-10 10:05:26,017 - mmaction - INFO - Epoch [187][920/940] lr: 4.000e-03, eta: 23:49:20, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6555, top5_acc: 0.8449, loss_cls: 1.4472, loss: 1.4472, grad_norm: 3.8141 2022-02-10 10:05:48,426 - mmaction - INFO - Epoch [187][940/940] lr: 4.000e-03, eta: 23:48:52, time: 1.121, data_time: 0.060, memory: 9497, top1_acc: 0.6459, top5_acc: 0.8356, loss_cls: 1.5216, loss: 1.5216, grad_norm: 3.9482 2022-02-10 10:08:32,316 - mmaction - INFO - Epoch [188][20/940] lr: 4.000e-03, eta: 23:49:14, time: 7.944, data_time: 6.663, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8391, loss_cls: 1.4770, loss: 1.4770, grad_norm: 3.7743 2022-02-10 10:08:55,464 - mmaction - INFO - Epoch [188][40/940] lr: 4.000e-03, eta: 23:48:47, time: 1.157, data_time: 0.048, memory: 9497, top1_acc: 0.6357, top5_acc: 0.8297, loss_cls: 1.5105, loss: 1.5105, grad_norm: 3.8284 2022-02-10 10:09:18,724 - mmaction - INFO - Epoch [188][60/940] lr: 4.000e-03, eta: 23:48:19, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.6449, top5_acc: 0.8342, loss_cls: 1.4861, loss: 1.4861, grad_norm: 3.8049 2022-02-10 10:09:42,122 - mmaction - INFO - Epoch [188][80/940] lr: 4.000e-03, eta: 23:47:51, time: 1.171, data_time: 0.045, memory: 9497, top1_acc: 0.6596, top5_acc: 0.8465, loss_cls: 1.4392, loss: 1.4392, grad_norm: 3.7763 2022-02-10 10:10:05,371 - mmaction - INFO - Epoch [188][100/940] lr: 4.000e-03, eta: 23:47:24, time: 1.162, data_time: 0.043, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8287, loss_cls: 1.4949, loss: 1.4949, grad_norm: 3.8452 2022-02-10 10:10:28,682 - mmaction - INFO - Epoch [188][120/940] lr: 4.000e-03, eta: 23:46:56, time: 1.166, data_time: 0.043, memory: 9497, top1_acc: 0.6582, top5_acc: 0.8434, loss_cls: 1.4448, loss: 1.4448, grad_norm: 3.8350 2022-02-10 10:10:52,151 - mmaction - INFO - Epoch [188][140/940] lr: 4.000e-03, eta: 23:46:29, time: 1.173, data_time: 0.045, memory: 9497, top1_acc: 0.6592, top5_acc: 0.8400, loss_cls: 1.4512, loss: 1.4512, grad_norm: 3.7957 2022-02-10 10:11:15,584 - mmaction - INFO - Epoch [188][160/940] lr: 4.000e-03, eta: 23:46:01, time: 1.172, data_time: 0.043, memory: 9497, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4256, loss: 1.4256, grad_norm: 3.7703 2022-02-10 10:11:39,060 - mmaction - INFO - Epoch [188][180/940] lr: 4.000e-03, eta: 23:45:34, time: 1.174, data_time: 0.045, memory: 9497, top1_acc: 0.6461, top5_acc: 0.8404, loss_cls: 1.4816, loss: 1.4816, grad_norm: 3.8523 2022-02-10 10:12:02,496 - mmaction - INFO - Epoch [188][200/940] lr: 4.000e-03, eta: 23:45:06, time: 1.171, data_time: 0.046, memory: 9497, top1_acc: 0.6572, top5_acc: 0.8414, loss_cls: 1.4366, loss: 1.4366, grad_norm: 3.7441 2022-02-10 10:12:25,952 - mmaction - INFO - Epoch [188][220/940] lr: 4.000e-03, eta: 23:44:38, time: 1.173, data_time: 0.046, memory: 9497, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4603, loss: 1.4603, grad_norm: 3.8212 2022-02-10 10:12:49,382 - mmaction - INFO - Epoch [188][240/940] lr: 4.000e-03, eta: 23:44:11, time: 1.171, data_time: 0.045, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8293, loss_cls: 1.4921, loss: 1.4921, grad_norm: 3.8568 2022-02-10 10:13:12,852 - mmaction - INFO - Epoch [188][260/940] lr: 4.000e-03, eta: 23:43:43, time: 1.173, data_time: 0.043, memory: 9497, top1_acc: 0.6545, top5_acc: 0.8412, loss_cls: 1.4510, loss: 1.4510, grad_norm: 3.7470 2022-02-10 10:13:36,302 - mmaction - INFO - Epoch [188][280/940] lr: 4.000e-03, eta: 23:43:16, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.6518, top5_acc: 0.8398, loss_cls: 1.4693, loss: 1.4693, grad_norm: 3.7764 2022-02-10 10:13:59,836 - mmaction - INFO - Epoch [188][300/940] lr: 4.000e-03, eta: 23:42:48, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8363, loss_cls: 1.4584, loss: 1.4584, grad_norm: 3.7881 2022-02-10 10:14:23,307 - mmaction - INFO - Epoch [188][320/940] lr: 4.000e-03, eta: 23:42:21, time: 1.174, data_time: 0.042, memory: 9497, top1_acc: 0.6576, top5_acc: 0.8455, loss_cls: 1.4464, loss: 1.4464, grad_norm: 3.7559 2022-02-10 10:14:46,848 - mmaction - INFO - Epoch [188][340/940] lr: 4.000e-03, eta: 23:41:53, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6525, top5_acc: 0.8383, loss_cls: 1.4595, loss: 1.4595, grad_norm: 3.8064 2022-02-10 10:15:10,363 - mmaction - INFO - Epoch [188][360/940] lr: 4.000e-03, eta: 23:41:26, time: 1.176, data_time: 0.045, memory: 9497, top1_acc: 0.6592, top5_acc: 0.8469, loss_cls: 1.4292, loss: 1.4292, grad_norm: 3.8188 2022-02-10 10:15:33,843 - mmaction - INFO - Epoch [188][380/940] lr: 4.000e-03, eta: 23:40:58, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6455, top5_acc: 0.8387, loss_cls: 1.4842, loss: 1.4842, grad_norm: 3.8738 2022-02-10 10:15:57,464 - mmaction - INFO - Epoch [188][400/940] lr: 4.000e-03, eta: 23:40:31, time: 1.181, data_time: 0.047, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8338, loss_cls: 1.4804, loss: 1.4804, grad_norm: 3.7936 2022-02-10 10:16:21,018 - mmaction - INFO - Epoch [188][420/940] lr: 4.000e-03, eta: 23:40:03, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8426, loss_cls: 1.4776, loss: 1.4776, grad_norm: 3.8266 2022-02-10 10:16:44,784 - mmaction - INFO - Epoch [188][440/940] lr: 4.000e-03, eta: 23:39:36, time: 1.188, data_time: 0.046, memory: 9497, top1_acc: 0.6531, top5_acc: 0.8400, loss_cls: 1.4761, loss: 1.4761, grad_norm: 3.7382 2022-02-10 10:17:08,548 - mmaction - INFO - Epoch [188][460/940] lr: 4.000e-03, eta: 23:39:08, time: 1.188, data_time: 0.052, memory: 9497, top1_acc: 0.6455, top5_acc: 0.8391, loss_cls: 1.4856, loss: 1.4856, grad_norm: 3.8163 2022-02-10 10:17:32,197 - mmaction - INFO - Epoch [188][480/940] lr: 4.000e-03, eta: 23:38:41, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8486, loss_cls: 1.4689, loss: 1.4689, grad_norm: 3.8407 2022-02-10 10:17:55,786 - mmaction - INFO - Epoch [188][500/940] lr: 4.000e-03, eta: 23:38:13, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6535, top5_acc: 0.8449, loss_cls: 1.4621, loss: 1.4621, grad_norm: 3.8308 2022-02-10 10:18:19,468 - mmaction - INFO - Epoch [188][520/940] lr: 4.000e-03, eta: 23:37:46, time: 1.184, data_time: 0.053, memory: 9497, top1_acc: 0.6424, top5_acc: 0.8307, loss_cls: 1.5018, loss: 1.5018, grad_norm: 3.8154 2022-02-10 10:18:43,063 - mmaction - INFO - Epoch [188][540/940] lr: 4.000e-03, eta: 23:37:18, time: 1.180, data_time: 0.048, memory: 9497, top1_acc: 0.6414, top5_acc: 0.8314, loss_cls: 1.4911, loss: 1.4911, grad_norm: 3.8866 2022-02-10 10:19:06,623 - mmaction - INFO - Epoch [188][560/940] lr: 4.000e-03, eta: 23:36:51, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6547, top5_acc: 0.8396, loss_cls: 1.4520, loss: 1.4520, grad_norm: 3.8785 2022-02-10 10:19:30,097 - mmaction - INFO - Epoch [188][580/940] lr: 4.000e-03, eta: 23:36:23, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6486, top5_acc: 0.8355, loss_cls: 1.4946, loss: 1.4946, grad_norm: 3.7868 2022-02-10 10:19:53,648 - mmaction - INFO - Epoch [188][600/940] lr: 4.000e-03, eta: 23:35:56, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.6604, top5_acc: 0.8377, loss_cls: 1.4618, loss: 1.4618, grad_norm: 3.7624 2022-02-10 10:20:17,383 - mmaction - INFO - Epoch [188][620/940] lr: 4.000e-03, eta: 23:35:29, time: 1.187, data_time: 0.049, memory: 9497, top1_acc: 0.6535, top5_acc: 0.8432, loss_cls: 1.4478, loss: 1.4478, grad_norm: 3.8394 2022-02-10 10:20:40,825 - mmaction - INFO - Epoch [188][640/940] lr: 4.000e-03, eta: 23:35:01, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6471, top5_acc: 0.8436, loss_cls: 1.4615, loss: 1.4615, grad_norm: 3.8842 2022-02-10 10:21:04,402 - mmaction - INFO - Epoch [188][660/940] lr: 4.000e-03, eta: 23:34:34, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6537, top5_acc: 0.8340, loss_cls: 1.4913, loss: 1.4913, grad_norm: 3.9007 2022-02-10 10:21:27,860 - mmaction - INFO - Epoch [188][680/940] lr: 4.000e-03, eta: 23:34:06, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6445, top5_acc: 0.8352, loss_cls: 1.4944, loss: 1.4944, grad_norm: 3.8546 2022-02-10 10:21:51,380 - mmaction - INFO - Epoch [188][700/940] lr: 4.000e-03, eta: 23:33:38, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6516, top5_acc: 0.8334, loss_cls: 1.4790, loss: 1.4790, grad_norm: 3.9052 2022-02-10 10:22:14,997 - mmaction - INFO - Epoch [188][720/940] lr: 4.000e-03, eta: 23:33:11, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8320, loss_cls: 1.4771, loss: 1.4771, grad_norm: 3.8038 2022-02-10 10:22:38,572 - mmaction - INFO - Epoch [188][740/940] lr: 4.000e-03, eta: 23:32:44, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6494, top5_acc: 0.8363, loss_cls: 1.4840, loss: 1.4840, grad_norm: 3.8707 2022-02-10 10:23:02,262 - mmaction - INFO - Epoch [188][760/940] lr: 4.000e-03, eta: 23:32:16, time: 1.185, data_time: 0.054, memory: 9497, top1_acc: 0.6514, top5_acc: 0.8434, loss_cls: 1.4582, loss: 1.4582, grad_norm: 3.8726 2022-02-10 10:23:25,900 - mmaction - INFO - Epoch [188][780/940] lr: 4.000e-03, eta: 23:31:49, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.6521, top5_acc: 0.8432, loss_cls: 1.4495, loss: 1.4495, grad_norm: 3.8155 2022-02-10 10:23:49,440 - mmaction - INFO - Epoch [188][800/940] lr: 4.000e-03, eta: 23:31:21, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6545, top5_acc: 0.8428, loss_cls: 1.4555, loss: 1.4555, grad_norm: 3.7980 2022-02-10 10:24:13,163 - mmaction - INFO - Epoch [188][820/940] lr: 4.000e-03, eta: 23:30:54, time: 1.186, data_time: 0.053, memory: 9497, top1_acc: 0.6529, top5_acc: 0.8486, loss_cls: 1.4323, loss: 1.4323, grad_norm: 3.8608 2022-02-10 10:24:36,901 - mmaction - INFO - Epoch [188][840/940] lr: 4.000e-03, eta: 23:30:26, time: 1.187, data_time: 0.062, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8359, loss_cls: 1.4754, loss: 1.4754, grad_norm: 3.8256 2022-02-10 10:25:00,622 - mmaction - INFO - Epoch [188][860/940] lr: 4.000e-03, eta: 23:29:59, time: 1.186, data_time: 0.061, memory: 9497, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4571, loss: 1.4571, grad_norm: 3.7926 2022-02-10 10:25:24,148 - mmaction - INFO - Epoch [188][880/940] lr: 4.000e-03, eta: 23:29:31, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8316, loss_cls: 1.4875, loss: 1.4875, grad_norm: 3.8134 2022-02-10 10:25:47,703 - mmaction - INFO - Epoch [188][900/940] lr: 4.000e-03, eta: 23:29:04, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.6469, top5_acc: 0.8465, loss_cls: 1.4720, loss: 1.4720, grad_norm: 3.8841 2022-02-10 10:26:11,280 - mmaction - INFO - Epoch [188][920/940] lr: 4.000e-03, eta: 23:28:36, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6521, top5_acc: 0.8387, loss_cls: 1.4535, loss: 1.4535, grad_norm: 3.8483 2022-02-10 10:26:33,672 - mmaction - INFO - Epoch [188][940/940] lr: 4.000e-03, eta: 23:28:09, time: 1.120, data_time: 0.056, memory: 9497, top1_acc: 0.6487, top5_acc: 0.8364, loss_cls: 1.4972, loss: 1.4972, grad_norm: 3.9249 2022-02-10 10:29:48,960 - mmaction - INFO - Epoch [189][20/940] lr: 4.000e-03, eta: 23:28:42, time: 9.618, data_time: 6.959, memory: 9497, top1_acc: 0.6553, top5_acc: 0.8439, loss_cls: 1.4866, loss: 1.4866, grad_norm: 3.8118 2022-02-10 10:30:12,278 - mmaction - INFO - Epoch [189][40/940] lr: 4.000e-03, eta: 23:28:15, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.6494, top5_acc: 0.8438, loss_cls: 1.4457, loss: 1.4457, grad_norm: 3.8164 2022-02-10 10:30:35,526 - mmaction - INFO - Epoch [189][60/940] lr: 4.000e-03, eta: 23:27:47, time: 1.161, data_time: 0.042, memory: 9497, top1_acc: 0.6488, top5_acc: 0.8377, loss_cls: 1.4769, loss: 1.4769, grad_norm: 3.8308 2022-02-10 10:30:58,747 - mmaction - INFO - Epoch [189][80/940] lr: 4.000e-03, eta: 23:27:19, time: 1.161, data_time: 0.049, memory: 9497, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4258, loss: 1.4258, grad_norm: 3.8823 2022-02-10 10:31:22,003 - mmaction - INFO - Epoch [189][100/940] lr: 4.000e-03, eta: 23:26:52, time: 1.163, data_time: 0.044, memory: 9497, top1_acc: 0.6543, top5_acc: 0.8404, loss_cls: 1.4642, loss: 1.4642, grad_norm: 3.8509 2022-02-10 10:31:45,428 - mmaction - INFO - Epoch [189][120/940] lr: 4.000e-03, eta: 23:26:24, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.6553, top5_acc: 0.8414, loss_cls: 1.4294, loss: 1.4294, grad_norm: 3.8437 2022-02-10 10:32:08,801 - mmaction - INFO - Epoch [189][140/940] lr: 4.000e-03, eta: 23:25:57, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.6486, top5_acc: 0.8434, loss_cls: 1.4614, loss: 1.4614, grad_norm: 3.7998 2022-02-10 10:32:32,213 - mmaction - INFO - Epoch [189][160/940] lr: 4.000e-03, eta: 23:25:29, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6553, top5_acc: 0.8438, loss_cls: 1.4471, loss: 1.4471, grad_norm: 3.8007 2022-02-10 10:32:55,582 - mmaction - INFO - Epoch [189][180/940] lr: 4.000e-03, eta: 23:25:01, time: 1.168, data_time: 0.045, memory: 9497, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4703, loss: 1.4703, grad_norm: 3.8649 2022-02-10 10:33:18,965 - mmaction - INFO - Epoch [189][200/940] lr: 4.000e-03, eta: 23:24:34, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.6477, top5_acc: 0.8402, loss_cls: 1.4541, loss: 1.4541, grad_norm: 3.8612 2022-02-10 10:33:42,418 - mmaction - INFO - Epoch [189][220/940] lr: 4.000e-03, eta: 23:24:06, time: 1.173, data_time: 0.047, memory: 9497, top1_acc: 0.6588, top5_acc: 0.8457, loss_cls: 1.4395, loss: 1.4395, grad_norm: 3.7736 2022-02-10 10:34:05,918 - mmaction - INFO - Epoch [189][240/940] lr: 4.000e-03, eta: 23:23:39, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6516, top5_acc: 0.8381, loss_cls: 1.4799, loss: 1.4799, grad_norm: 3.8712 2022-02-10 10:34:29,455 - mmaction - INFO - Epoch [189][260/940] lr: 4.000e-03, eta: 23:23:11, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8338, loss_cls: 1.4888, loss: 1.4888, grad_norm: 3.8547 2022-02-10 10:34:52,997 - mmaction - INFO - Epoch [189][280/940] lr: 4.000e-03, eta: 23:22:44, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6465, top5_acc: 0.8354, loss_cls: 1.4904, loss: 1.4904, grad_norm: 3.8204 2022-02-10 10:35:16,479 - mmaction - INFO - Epoch [189][300/940] lr: 4.000e-03, eta: 23:22:16, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8297, loss_cls: 1.4978, loss: 1.4978, grad_norm: 3.8652 2022-02-10 10:35:39,937 - mmaction - INFO - Epoch [189][320/940] lr: 4.000e-03, eta: 23:21:49, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8402, loss_cls: 1.4563, loss: 1.4563, grad_norm: 3.8572 2022-02-10 10:36:03,437 - mmaction - INFO - Epoch [189][340/940] lr: 4.000e-03, eta: 23:21:21, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6574, top5_acc: 0.8393, loss_cls: 1.4397, loss: 1.4397, grad_norm: 3.8675 2022-02-10 10:36:26,860 - mmaction - INFO - Epoch [189][360/940] lr: 4.000e-03, eta: 23:20:54, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.6494, top5_acc: 0.8381, loss_cls: 1.4874, loss: 1.4874, grad_norm: 3.8684 2022-02-10 10:36:50,250 - mmaction - INFO - Epoch [189][380/940] lr: 4.000e-03, eta: 23:20:26, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.6480, top5_acc: 0.8469, loss_cls: 1.4668, loss: 1.4668, grad_norm: 3.8442 2022-02-10 10:37:13,761 - mmaction - INFO - Epoch [189][400/940] lr: 4.000e-03, eta: 23:19:59, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6654, top5_acc: 0.8494, loss_cls: 1.4292, loss: 1.4292, grad_norm: 3.8158 2022-02-10 10:37:37,281 - mmaction - INFO - Epoch [189][420/940] lr: 4.000e-03, eta: 23:19:31, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6566, top5_acc: 0.8393, loss_cls: 1.4627, loss: 1.4627, grad_norm: 3.7759 2022-02-10 10:38:00,861 - mmaction - INFO - Epoch [189][440/940] lr: 4.000e-03, eta: 23:19:04, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6445, top5_acc: 0.8410, loss_cls: 1.4714, loss: 1.4714, grad_norm: 3.8401 2022-02-10 10:38:24,471 - mmaction - INFO - Epoch [189][460/940] lr: 4.000e-03, eta: 23:18:36, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6545, top5_acc: 0.8412, loss_cls: 1.4549, loss: 1.4549, grad_norm: 3.8320 2022-02-10 10:38:48,073 - mmaction - INFO - Epoch [189][480/940] lr: 4.000e-03, eta: 23:18:09, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.6477, top5_acc: 0.8373, loss_cls: 1.4714, loss: 1.4714, grad_norm: 3.8945 2022-02-10 10:39:11,626 - mmaction - INFO - Epoch [189][500/940] lr: 4.000e-03, eta: 23:17:41, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8309, loss_cls: 1.5227, loss: 1.5227, grad_norm: 3.9029 2022-02-10 10:39:35,135 - mmaction - INFO - Epoch [189][520/940] lr: 4.000e-03, eta: 23:17:14, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6426, top5_acc: 0.8297, loss_cls: 1.5018, loss: 1.5018, grad_norm: 3.8804 2022-02-10 10:39:58,572 - mmaction - INFO - Epoch [189][540/940] lr: 4.000e-03, eta: 23:16:46, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8402, loss_cls: 1.4716, loss: 1.4716, grad_norm: 3.9259 2022-02-10 10:40:22,193 - mmaction - INFO - Epoch [189][560/940] lr: 4.000e-03, eta: 23:16:19, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8365, loss_cls: 1.4721, loss: 1.4721, grad_norm: 3.8300 2022-02-10 10:40:45,802 - mmaction - INFO - Epoch [189][580/940] lr: 4.000e-03, eta: 23:15:51, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6395, top5_acc: 0.8309, loss_cls: 1.5076, loss: 1.5076, grad_norm: 3.8704 2022-02-10 10:41:09,414 - mmaction - INFO - Epoch [189][600/940] lr: 4.000e-03, eta: 23:15:24, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8369, loss_cls: 1.4816, loss: 1.4816, grad_norm: 3.9197 2022-02-10 10:41:33,020 - mmaction - INFO - Epoch [189][620/940] lr: 4.000e-03, eta: 23:14:56, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.6486, top5_acc: 0.8432, loss_cls: 1.4607, loss: 1.4607, grad_norm: 3.8343 2022-02-10 10:41:56,686 - mmaction - INFO - Epoch [189][640/940] lr: 4.000e-03, eta: 23:14:29, time: 1.184, data_time: 0.062, memory: 9497, top1_acc: 0.6492, top5_acc: 0.8395, loss_cls: 1.4711, loss: 1.4711, grad_norm: 3.8610 2022-02-10 10:42:20,227 - mmaction - INFO - Epoch [189][660/940] lr: 4.000e-03, eta: 23:14:02, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6492, top5_acc: 0.8400, loss_cls: 1.4702, loss: 1.4702, grad_norm: 3.8453 2022-02-10 10:42:43,722 - mmaction - INFO - Epoch [189][680/940] lr: 4.000e-03, eta: 23:13:34, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.6496, top5_acc: 0.8463, loss_cls: 1.4563, loss: 1.4563, grad_norm: 3.8380 2022-02-10 10:43:07,249 - mmaction - INFO - Epoch [189][700/940] lr: 4.000e-03, eta: 23:13:07, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6619, top5_acc: 0.8482, loss_cls: 1.4267, loss: 1.4267, grad_norm: 3.7898 2022-02-10 10:43:30,767 - mmaction - INFO - Epoch [189][720/940] lr: 4.000e-03, eta: 23:12:39, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6412, top5_acc: 0.8383, loss_cls: 1.4801, loss: 1.4801, grad_norm: 3.8828 2022-02-10 10:43:54,393 - mmaction - INFO - Epoch [189][740/940] lr: 4.000e-03, eta: 23:12:12, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.6510, top5_acc: 0.8361, loss_cls: 1.5109, loss: 1.5109, grad_norm: 3.9327 2022-02-10 10:44:17,938 - mmaction - INFO - Epoch [189][760/940] lr: 4.000e-03, eta: 23:11:44, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6498, top5_acc: 0.8363, loss_cls: 1.4827, loss: 1.4827, grad_norm: 3.8530 2022-02-10 10:44:41,487 - mmaction - INFO - Epoch [189][780/940] lr: 4.000e-03, eta: 23:11:17, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6572, top5_acc: 0.8385, loss_cls: 1.4665, loss: 1.4665, grad_norm: 3.9004 2022-02-10 10:45:05,152 - mmaction - INFO - Epoch [189][800/940] lr: 4.000e-03, eta: 23:10:49, time: 1.184, data_time: 0.059, memory: 9497, top1_acc: 0.6537, top5_acc: 0.8412, loss_cls: 1.4450, loss: 1.4450, grad_norm: 3.8067 2022-02-10 10:45:28,790 - mmaction - INFO - Epoch [189][820/940] lr: 4.000e-03, eta: 23:10:22, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.6539, top5_acc: 0.8350, loss_cls: 1.4631, loss: 1.4631, grad_norm: 3.8000 2022-02-10 10:45:52,444 - mmaction - INFO - Epoch [189][840/940] lr: 4.000e-03, eta: 23:09:54, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.6471, top5_acc: 0.8338, loss_cls: 1.4962, loss: 1.4962, grad_norm: 3.8079 2022-02-10 10:46:15,914 - mmaction - INFO - Epoch [189][860/940] lr: 4.000e-03, eta: 23:09:27, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6447, top5_acc: 0.8373, loss_cls: 1.5082, loss: 1.5082, grad_norm: 3.8716 2022-02-10 10:46:39,350 - mmaction - INFO - Epoch [189][880/940] lr: 4.000e-03, eta: 23:08:59, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6459, top5_acc: 0.8385, loss_cls: 1.4908, loss: 1.4908, grad_norm: 3.8929 2022-02-10 10:47:02,909 - mmaction - INFO - Epoch [189][900/940] lr: 4.000e-03, eta: 23:08:32, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6535, top5_acc: 0.8469, loss_cls: 1.4425, loss: 1.4425, grad_norm: 3.8622 2022-02-10 10:47:26,375 - mmaction - INFO - Epoch [189][920/940] lr: 4.000e-03, eta: 23:08:04, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.6488, top5_acc: 0.8332, loss_cls: 1.5101, loss: 1.5101, grad_norm: 3.8987 2022-02-10 10:47:48,803 - mmaction - INFO - Epoch [189][940/940] lr: 4.000e-03, eta: 23:07:37, time: 1.122, data_time: 0.057, memory: 9497, top1_acc: 0.6416, top5_acc: 0.8352, loss_cls: 1.5365, loss: 1.5365, grad_norm: 4.0131 2022-02-10 10:50:41,608 - mmaction - INFO - Epoch [190][20/940] lr: 4.000e-03, eta: 23:08:01, time: 8.519, data_time: 6.919, memory: 9497, top1_acc: 0.6555, top5_acc: 0.8381, loss_cls: 1.4837, loss: 1.4837, grad_norm: 3.8408 2022-02-10 10:51:04,547 - mmaction - INFO - Epoch [190][40/940] lr: 4.000e-03, eta: 23:07:33, time: 1.147, data_time: 0.048, memory: 9497, top1_acc: 0.6514, top5_acc: 0.8490, loss_cls: 1.4283, loss: 1.4283, grad_norm: 3.9022 2022-02-10 10:51:27,693 - mmaction - INFO - Epoch [190][60/940] lr: 4.000e-03, eta: 23:07:06, time: 1.157, data_time: 0.044, memory: 9497, top1_acc: 0.6451, top5_acc: 0.8346, loss_cls: 1.5009, loss: 1.5009, grad_norm: 3.8938 2022-02-10 10:51:51,000 - mmaction - INFO - Epoch [190][80/940] lr: 4.000e-03, eta: 23:06:38, time: 1.165, data_time: 0.046, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8367, loss_cls: 1.4728, loss: 1.4728, grad_norm: 3.8712 2022-02-10 10:52:14,272 - mmaction - INFO - Epoch [190][100/940] lr: 4.000e-03, eta: 23:06:11, time: 1.164, data_time: 0.044, memory: 9497, top1_acc: 0.6531, top5_acc: 0.8471, loss_cls: 1.4336, loss: 1.4336, grad_norm: 3.8168 2022-02-10 10:52:37,592 - mmaction - INFO - Epoch [190][120/940] lr: 4.000e-03, eta: 23:05:43, time: 1.166, data_time: 0.044, memory: 9497, top1_acc: 0.6426, top5_acc: 0.8418, loss_cls: 1.4689, loss: 1.4689, grad_norm: 3.8684 2022-02-10 10:53:00,858 - mmaction - INFO - Epoch [190][140/940] lr: 4.000e-03, eta: 23:05:16, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.6455, top5_acc: 0.8357, loss_cls: 1.5034, loss: 1.5034, grad_norm: 3.9047 2022-02-10 10:53:24,044 - mmaction - INFO - Epoch [190][160/940] lr: 4.000e-03, eta: 23:04:48, time: 1.159, data_time: 0.043, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8410, loss_cls: 1.4751, loss: 1.4751, grad_norm: 3.8445 2022-02-10 10:53:47,444 - mmaction - INFO - Epoch [190][180/940] lr: 4.000e-03, eta: 23:04:20, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6482, top5_acc: 0.8379, loss_cls: 1.4835, loss: 1.4835, grad_norm: 3.8525 2022-02-10 10:54:10,764 - mmaction - INFO - Epoch [190][200/940] lr: 4.000e-03, eta: 23:03:53, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.6559, top5_acc: 0.8344, loss_cls: 1.4738, loss: 1.4738, grad_norm: 3.8471 2022-02-10 10:54:34,166 - mmaction - INFO - Epoch [190][220/940] lr: 4.000e-03, eta: 23:03:25, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.6543, top5_acc: 0.8434, loss_cls: 1.4404, loss: 1.4404, grad_norm: 3.8925 2022-02-10 10:54:57,635 - mmaction - INFO - Epoch [190][240/940] lr: 4.000e-03, eta: 23:02:58, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.4549, loss: 1.4549, grad_norm: 3.9035 2022-02-10 10:55:21,275 - mmaction - INFO - Epoch [190][260/940] lr: 4.000e-03, eta: 23:02:30, time: 1.183, data_time: 0.053, memory: 9497, top1_acc: 0.6533, top5_acc: 0.8439, loss_cls: 1.4401, loss: 1.4401, grad_norm: 3.9162 2022-02-10 10:55:44,749 - mmaction - INFO - Epoch [190][280/940] lr: 4.000e-03, eta: 23:02:03, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8379, loss_cls: 1.4750, loss: 1.4750, grad_norm: 3.9387 2022-02-10 10:56:08,323 - mmaction - INFO - Epoch [190][300/940] lr: 4.000e-03, eta: 23:01:35, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6393, top5_acc: 0.8305, loss_cls: 1.5031, loss: 1.5031, grad_norm: 3.8984 2022-02-10 10:56:31,878 - mmaction - INFO - Epoch [190][320/940] lr: 4.000e-03, eta: 23:01:08, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6480, top5_acc: 0.8385, loss_cls: 1.4968, loss: 1.4968, grad_norm: 3.8784 2022-02-10 10:56:55,466 - mmaction - INFO - Epoch [190][340/940] lr: 4.000e-03, eta: 23:00:40, time: 1.179, data_time: 0.048, memory: 9497, top1_acc: 0.6596, top5_acc: 0.8488, loss_cls: 1.4184, loss: 1.4184, grad_norm: 3.7976 2022-02-10 10:57:19,104 - mmaction - INFO - Epoch [190][360/940] lr: 4.000e-03, eta: 23:00:13, time: 1.183, data_time: 0.049, memory: 9497, top1_acc: 0.6521, top5_acc: 0.8412, loss_cls: 1.4516, loss: 1.4516, grad_norm: 3.8791 2022-02-10 10:57:42,790 - mmaction - INFO - Epoch [190][380/940] lr: 4.000e-03, eta: 22:59:46, time: 1.184, data_time: 0.050, memory: 9497, top1_acc: 0.6639, top5_acc: 0.8473, loss_cls: 1.4219, loss: 1.4219, grad_norm: 3.8264 2022-02-10 10:58:06,392 - mmaction - INFO - Epoch [190][400/940] lr: 4.000e-03, eta: 22:59:18, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8396, loss_cls: 1.4522, loss: 1.4522, grad_norm: 3.8808 2022-02-10 10:58:29,947 - mmaction - INFO - Epoch [190][420/940] lr: 4.000e-03, eta: 22:58:51, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.6443, top5_acc: 0.8361, loss_cls: 1.4749, loss: 1.4749, grad_norm: 3.9447 2022-02-10 10:58:53,468 - mmaction - INFO - Epoch [190][440/940] lr: 4.000e-03, eta: 22:58:23, time: 1.176, data_time: 0.048, memory: 9497, top1_acc: 0.6508, top5_acc: 0.8404, loss_cls: 1.4724, loss: 1.4724, grad_norm: 3.8649 2022-02-10 10:59:20,309 - mmaction - INFO - Epoch [190][460/940] lr: 4.000e-03, eta: 22:57:57, time: 1.342, data_time: 0.146, memory: 9497, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.4805, loss: 1.4805, grad_norm: 3.9286 2022-02-10 10:59:43,810 - mmaction - INFO - Epoch [190][480/940] lr: 4.000e-03, eta: 22:57:29, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8381, loss_cls: 1.4752, loss: 1.4752, grad_norm: 3.8690 2022-02-10 11:00:07,335 - mmaction - INFO - Epoch [190][500/940] lr: 4.000e-03, eta: 22:57:02, time: 1.176, data_time: 0.044, memory: 9497, top1_acc: 0.6566, top5_acc: 0.8500, loss_cls: 1.4082, loss: 1.4082, grad_norm: 3.8513 2022-02-10 11:00:30,903 - mmaction - INFO - Epoch [190][520/940] lr: 4.000e-03, eta: 22:56:35, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6521, top5_acc: 0.8348, loss_cls: 1.4713, loss: 1.4713, grad_norm: 3.8910 2022-02-10 11:00:54,465 - mmaction - INFO - Epoch [190][540/940] lr: 4.000e-03, eta: 22:56:07, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6539, top5_acc: 0.8449, loss_cls: 1.4299, loss: 1.4299, grad_norm: 3.9128 2022-02-10 11:01:18,173 - mmaction - INFO - Epoch [190][560/940] lr: 4.000e-03, eta: 22:55:40, time: 1.185, data_time: 0.052, memory: 9497, top1_acc: 0.6486, top5_acc: 0.8346, loss_cls: 1.4832, loss: 1.4832, grad_norm: 3.9124 2022-02-10 11:01:41,718 - mmaction - INFO - Epoch [190][580/940] lr: 4.000e-03, eta: 22:55:12, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6605, top5_acc: 0.8441, loss_cls: 1.4306, loss: 1.4306, grad_norm: 3.9453 2022-02-10 11:02:05,236 - mmaction - INFO - Epoch [190][600/940] lr: 4.000e-03, eta: 22:54:45, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6531, top5_acc: 0.8479, loss_cls: 1.4382, loss: 1.4382, grad_norm: 3.9044 2022-02-10 11:02:28,961 - mmaction - INFO - Epoch [190][620/940] lr: 4.000e-03, eta: 22:54:17, time: 1.186, data_time: 0.051, memory: 9497, top1_acc: 0.6498, top5_acc: 0.8350, loss_cls: 1.4783, loss: 1.4783, grad_norm: 3.8597 2022-02-10 11:02:52,632 - mmaction - INFO - Epoch [190][640/940] lr: 4.000e-03, eta: 22:53:50, time: 1.183, data_time: 0.053, memory: 9497, top1_acc: 0.6510, top5_acc: 0.8400, loss_cls: 1.4439, loss: 1.4439, grad_norm: 3.8382 2022-02-10 11:03:16,245 - mmaction - INFO - Epoch [190][660/940] lr: 4.000e-03, eta: 22:53:22, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6529, top5_acc: 0.8434, loss_cls: 1.4486, loss: 1.4486, grad_norm: 3.9062 2022-02-10 11:03:39,735 - mmaction - INFO - Epoch [190][680/940] lr: 4.000e-03, eta: 22:52:55, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6627, top5_acc: 0.8547, loss_cls: 1.3999, loss: 1.3999, grad_norm: 3.8185 2022-02-10 11:04:03,189 - mmaction - INFO - Epoch [190][700/940] lr: 4.000e-03, eta: 22:52:28, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.6463, top5_acc: 0.8324, loss_cls: 1.4866, loss: 1.4866, grad_norm: 3.9124 2022-02-10 11:04:26,723 - mmaction - INFO - Epoch [190][720/940] lr: 4.000e-03, eta: 22:52:00, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6379, top5_acc: 0.8326, loss_cls: 1.5285, loss: 1.5285, grad_norm: 3.9320 2022-02-10 11:04:50,211 - mmaction - INFO - Epoch [190][740/940] lr: 4.000e-03, eta: 22:51:33, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6561, top5_acc: 0.8434, loss_cls: 1.4483, loss: 1.4483, grad_norm: 3.8162 2022-02-10 11:05:13,800 - mmaction - INFO - Epoch [190][760/940] lr: 4.000e-03, eta: 22:51:05, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.6545, top5_acc: 0.8445, loss_cls: 1.4432, loss: 1.4432, grad_norm: 3.8569 2022-02-10 11:05:37,395 - mmaction - INFO - Epoch [190][780/940] lr: 4.000e-03, eta: 22:50:38, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6422, top5_acc: 0.8307, loss_cls: 1.5034, loss: 1.5034, grad_norm: 3.9759 2022-02-10 11:06:01,140 - mmaction - INFO - Epoch [190][800/940] lr: 4.000e-03, eta: 22:50:10, time: 1.187, data_time: 0.052, memory: 9497, top1_acc: 0.6492, top5_acc: 0.8324, loss_cls: 1.4861, loss: 1.4861, grad_norm: 3.9007 2022-02-10 11:06:24,678 - mmaction - INFO - Epoch [190][820/940] lr: 4.000e-03, eta: 22:49:43, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6531, top5_acc: 0.8410, loss_cls: 1.4503, loss: 1.4503, grad_norm: 3.8598 2022-02-10 11:06:48,207 - mmaction - INFO - Epoch [190][840/940] lr: 4.000e-03, eta: 22:49:15, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6477, top5_acc: 0.8420, loss_cls: 1.4423, loss: 1.4423, grad_norm: 3.9205 2022-02-10 11:07:11,754 - mmaction - INFO - Epoch [190][860/940] lr: 4.000e-03, eta: 22:48:48, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6475, top5_acc: 0.8367, loss_cls: 1.4766, loss: 1.4766, grad_norm: 3.9150 2022-02-10 11:07:35,216 - mmaction - INFO - Epoch [190][880/940] lr: 4.000e-03, eta: 22:48:20, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6463, top5_acc: 0.8314, loss_cls: 1.5155, loss: 1.5155, grad_norm: 3.9193 2022-02-10 11:07:58,555 - mmaction - INFO - Epoch [190][900/940] lr: 4.000e-03, eta: 22:47:53, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.6502, top5_acc: 0.8359, loss_cls: 1.4788, loss: 1.4788, grad_norm: 3.8639 2022-02-10 11:08:22,105 - mmaction - INFO - Epoch [190][920/940] lr: 4.000e-03, eta: 22:47:26, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8289, loss_cls: 1.5237, loss: 1.5237, grad_norm: 3.9414 2022-02-10 11:08:44,370 - mmaction - INFO - Epoch [190][940/940] lr: 4.000e-03, eta: 22:46:58, time: 1.114, data_time: 0.052, memory: 9497, top1_acc: 0.6461, top5_acc: 0.8399, loss_cls: 1.4845, loss: 1.4845, grad_norm: 3.9006 2022-02-10 11:08:48,297 - mmaction - INFO - Saving checkpoint at 190 epochs 2022-02-10 11:12:03,651 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 11:12:04,501 - mmaction - INFO - top1_acc 0.6790 top5_acc 0.8773 2022-02-10 11:12:04,502 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 11:12:04,578 - mmaction - INFO - mean_acc 0.6789 2022-02-10 11:12:04,579 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_175.pth was removed 2022-02-10 11:12:07,094 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_190.pth. 2022-02-10 11:12:07,095 - mmaction - INFO - Best top1_acc is 0.6790 at 190 epoch. 2022-02-10 11:12:07,110 - mmaction - INFO - Epoch(val) [190][78] top1_acc: 0.6790, top5_acc: 0.8773, mean_class_accuracy: 0.6789 2022-02-10 11:14:38,200 - mmaction - INFO - Epoch [191][20/940] lr: 4.000e-03, eta: 22:47:14, time: 7.553, data_time: 6.449, memory: 9497, top1_acc: 0.6486, top5_acc: 0.8428, loss_cls: 1.4717, loss: 1.4717, grad_norm: 3.8649 2022-02-10 11:15:01,241 - mmaction - INFO - Epoch [191][40/940] lr: 4.000e-03, eta: 22:46:47, time: 1.152, data_time: 0.048, memory: 9497, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.4417, loss: 1.4417, grad_norm: 3.8405 2022-02-10 11:15:24,362 - mmaction - INFO - Epoch [191][60/940] lr: 4.000e-03, eta: 22:46:19, time: 1.156, data_time: 0.045, memory: 9497, top1_acc: 0.6445, top5_acc: 0.8387, loss_cls: 1.4829, loss: 1.4829, grad_norm: 3.9982 2022-02-10 11:15:47,535 - mmaction - INFO - Epoch [191][80/940] lr: 4.000e-03, eta: 22:45:52, time: 1.159, data_time: 0.041, memory: 9497, top1_acc: 0.6477, top5_acc: 0.8340, loss_cls: 1.4822, loss: 1.4822, grad_norm: 3.9107 2022-02-10 11:16:10,683 - mmaction - INFO - Epoch [191][100/940] lr: 4.000e-03, eta: 22:45:24, time: 1.157, data_time: 0.046, memory: 9497, top1_acc: 0.6623, top5_acc: 0.8463, loss_cls: 1.4191, loss: 1.4191, grad_norm: 3.8412 2022-02-10 11:16:33,920 - mmaction - INFO - Epoch [191][120/940] lr: 4.000e-03, eta: 22:44:56, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.6564, top5_acc: 0.8488, loss_cls: 1.4303, loss: 1.4303, grad_norm: 3.8767 2022-02-10 11:16:57,337 - mmaction - INFO - Epoch [191][140/940] lr: 4.000e-03, eta: 22:44:29, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.6531, top5_acc: 0.8402, loss_cls: 1.4622, loss: 1.4622, grad_norm: 3.9023 2022-02-10 11:17:20,688 - mmaction - INFO - Epoch [191][160/940] lr: 4.000e-03, eta: 22:44:01, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.6564, top5_acc: 0.8441, loss_cls: 1.4570, loss: 1.4570, grad_norm: 3.8492 2022-02-10 11:17:44,059 - mmaction - INFO - Epoch [191][180/940] lr: 4.000e-03, eta: 22:43:34, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.6604, top5_acc: 0.8533, loss_cls: 1.4081, loss: 1.4081, grad_norm: 3.8358 2022-02-10 11:18:07,354 - mmaction - INFO - Epoch [191][200/940] lr: 4.000e-03, eta: 22:43:06, time: 1.164, data_time: 0.052, memory: 9497, top1_acc: 0.6479, top5_acc: 0.8406, loss_cls: 1.4783, loss: 1.4783, grad_norm: 3.9007 2022-02-10 11:18:30,623 - mmaction - INFO - Epoch [191][220/940] lr: 4.000e-03, eta: 22:42:39, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.6488, top5_acc: 0.8453, loss_cls: 1.4253, loss: 1.4253, grad_norm: 3.9356 2022-02-10 11:18:53,937 - mmaction - INFO - Epoch [191][240/940] lr: 4.000e-03, eta: 22:42:11, time: 1.165, data_time: 0.043, memory: 9497, top1_acc: 0.6516, top5_acc: 0.8418, loss_cls: 1.4443, loss: 1.4443, grad_norm: 3.9065 2022-02-10 11:19:17,333 - mmaction - INFO - Epoch [191][260/940] lr: 4.000e-03, eta: 22:41:44, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.6615, top5_acc: 0.8434, loss_cls: 1.4377, loss: 1.4377, grad_norm: 3.9344 2022-02-10 11:19:40,752 - mmaction - INFO - Epoch [191][280/940] lr: 4.000e-03, eta: 22:41:16, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.6691, top5_acc: 0.8549, loss_cls: 1.3795, loss: 1.3795, grad_norm: 3.8041 2022-02-10 11:20:04,255 - mmaction - INFO - Epoch [191][300/940] lr: 4.000e-03, eta: 22:40:49, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8426, loss_cls: 1.4550, loss: 1.4550, grad_norm: 3.9219 2022-02-10 11:20:28,056 - mmaction - INFO - Epoch [191][320/940] lr: 4.000e-03, eta: 22:40:21, time: 1.190, data_time: 0.060, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8381, loss_cls: 1.4994, loss: 1.4994, grad_norm: 3.9646 2022-02-10 11:20:51,644 - mmaction - INFO - Epoch [191][340/940] lr: 4.000e-03, eta: 22:39:54, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6521, top5_acc: 0.8404, loss_cls: 1.4492, loss: 1.4492, grad_norm: 3.8765 2022-02-10 11:21:15,124 - mmaction - INFO - Epoch [191][360/940] lr: 4.000e-03, eta: 22:39:27, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.6662, top5_acc: 0.8510, loss_cls: 1.4056, loss: 1.4056, grad_norm: 3.8448 2022-02-10 11:21:38,597 - mmaction - INFO - Epoch [191][380/940] lr: 4.000e-03, eta: 22:38:59, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.6477, top5_acc: 0.8412, loss_cls: 1.4797, loss: 1.4797, grad_norm: 3.9064 2022-02-10 11:22:02,097 - mmaction - INFO - Epoch [191][400/940] lr: 4.000e-03, eta: 22:38:32, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6516, top5_acc: 0.8379, loss_cls: 1.4527, loss: 1.4527, grad_norm: 3.8745 2022-02-10 11:22:25,578 - mmaction - INFO - Epoch [191][420/940] lr: 4.000e-03, eta: 22:38:04, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6639, top5_acc: 0.8473, loss_cls: 1.4177, loss: 1.4177, grad_norm: 3.8592 2022-02-10 11:22:49,085 - mmaction - INFO - Epoch [191][440/940] lr: 4.000e-03, eta: 22:37:37, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.6574, top5_acc: 0.8410, loss_cls: 1.4573, loss: 1.4573, grad_norm: 3.8542 2022-02-10 11:23:12,597 - mmaction - INFO - Epoch [191][460/940] lr: 4.000e-03, eta: 22:37:09, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6428, top5_acc: 0.8311, loss_cls: 1.4784, loss: 1.4784, grad_norm: 3.9605 2022-02-10 11:23:36,050 - mmaction - INFO - Epoch [191][480/940] lr: 4.000e-03, eta: 22:36:42, time: 1.173, data_time: 0.046, memory: 9497, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4609, loss: 1.4609, grad_norm: 3.9774 2022-02-10 11:23:59,591 - mmaction - INFO - Epoch [191][500/940] lr: 4.000e-03, eta: 22:36:14, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6434, top5_acc: 0.8371, loss_cls: 1.4805, loss: 1.4805, grad_norm: 4.0421 2022-02-10 11:24:23,026 - mmaction - INFO - Epoch [191][520/940] lr: 4.000e-03, eta: 22:35:47, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6574, top5_acc: 0.8477, loss_cls: 1.4268, loss: 1.4268, grad_norm: 3.9136 2022-02-10 11:24:46,498 - mmaction - INFO - Epoch [191][540/940] lr: 4.000e-03, eta: 22:35:19, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6592, top5_acc: 0.8359, loss_cls: 1.4616, loss: 1.4616, grad_norm: 3.9091 2022-02-10 11:25:09,985 - mmaction - INFO - Epoch [191][560/940] lr: 4.000e-03, eta: 22:34:52, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8322, loss_cls: 1.5125, loss: 1.5125, grad_norm: 3.9279 2022-02-10 11:25:33,440 - mmaction - INFO - Epoch [191][580/940] lr: 4.000e-03, eta: 22:34:24, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4534, loss: 1.4534, grad_norm: 3.8972 2022-02-10 11:25:56,901 - mmaction - INFO - Epoch [191][600/940] lr: 4.000e-03, eta: 22:33:57, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6430, top5_acc: 0.8365, loss_cls: 1.4848, loss: 1.4848, grad_norm: 3.9281 2022-02-10 11:26:20,444 - mmaction - INFO - Epoch [191][620/940] lr: 4.000e-03, eta: 22:33:29, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6551, top5_acc: 0.8420, loss_cls: 1.4459, loss: 1.4459, grad_norm: 3.9004 2022-02-10 11:26:44,064 - mmaction - INFO - Epoch [191][640/940] lr: 4.000e-03, eta: 22:33:02, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6566, top5_acc: 0.8375, loss_cls: 1.4633, loss: 1.4633, grad_norm: 3.8097 2022-02-10 11:27:07,554 - mmaction - INFO - Epoch [191][660/940] lr: 4.000e-03, eta: 22:32:35, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6568, top5_acc: 0.8348, loss_cls: 1.4648, loss: 1.4648, grad_norm: 3.8220 2022-02-10 11:27:31,090 - mmaction - INFO - Epoch [191][680/940] lr: 4.000e-03, eta: 22:32:07, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6568, top5_acc: 0.8420, loss_cls: 1.4430, loss: 1.4430, grad_norm: 3.9132 2022-02-10 11:27:54,639 - mmaction - INFO - Epoch [191][700/940] lr: 4.000e-03, eta: 22:31:40, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6557, top5_acc: 0.8428, loss_cls: 1.4403, loss: 1.4403, grad_norm: 3.9074 2022-02-10 11:28:18,104 - mmaction - INFO - Epoch [191][720/940] lr: 4.000e-03, eta: 22:31:12, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6570, top5_acc: 0.8518, loss_cls: 1.4269, loss: 1.4269, grad_norm: 4.0101 2022-02-10 11:28:41,542 - mmaction - INFO - Epoch [191][740/940] lr: 4.000e-03, eta: 22:30:45, time: 1.172, data_time: 0.063, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8334, loss_cls: 1.4800, loss: 1.4800, grad_norm: 3.9546 2022-02-10 11:29:05,052 - mmaction - INFO - Epoch [191][760/940] lr: 4.000e-03, eta: 22:30:17, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.6455, top5_acc: 0.8322, loss_cls: 1.5095, loss: 1.5095, grad_norm: 3.9780 2022-02-10 11:29:28,715 - mmaction - INFO - Epoch [191][780/940] lr: 4.000e-03, eta: 22:29:50, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.6475, top5_acc: 0.8455, loss_cls: 1.4646, loss: 1.4646, grad_norm: 3.9504 2022-02-10 11:29:52,402 - mmaction - INFO - Epoch [191][800/940] lr: 4.000e-03, eta: 22:29:23, time: 1.185, data_time: 0.050, memory: 9497, top1_acc: 0.6686, top5_acc: 0.8549, loss_cls: 1.3829, loss: 1.3829, grad_norm: 3.8240 2022-02-10 11:30:17,240 - mmaction - INFO - Epoch [191][820/940] lr: 4.000e-03, eta: 22:28:56, time: 1.241, data_time: 0.056, memory: 9497, top1_acc: 0.6385, top5_acc: 0.8408, loss_cls: 1.5058, loss: 1.5058, grad_norm: 4.0048 2022-02-10 11:30:40,831 - mmaction - INFO - Epoch [191][840/940] lr: 4.000e-03, eta: 22:28:28, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6650, top5_acc: 0.8463, loss_cls: 1.4160, loss: 1.4160, grad_norm: 3.8482 2022-02-10 11:31:04,476 - mmaction - INFO - Epoch [191][860/940] lr: 4.000e-03, eta: 22:28:01, time: 1.183, data_time: 0.049, memory: 9497, top1_acc: 0.6480, top5_acc: 0.8396, loss_cls: 1.4721, loss: 1.4721, grad_norm: 3.9458 2022-02-10 11:31:28,050 - mmaction - INFO - Epoch [191][880/940] lr: 4.000e-03, eta: 22:27:33, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6443, top5_acc: 0.8402, loss_cls: 1.4911, loss: 1.4911, grad_norm: 3.9249 2022-02-10 11:31:51,618 - mmaction - INFO - Epoch [191][900/940] lr: 4.000e-03, eta: 22:27:06, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6502, top5_acc: 0.8473, loss_cls: 1.4492, loss: 1.4492, grad_norm: 3.9142 2022-02-10 11:32:15,237 - mmaction - INFO - Epoch [191][920/940] lr: 4.000e-03, eta: 22:26:39, time: 1.181, data_time: 0.047, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8363, loss_cls: 1.4931, loss: 1.4931, grad_norm: 4.0093 2022-02-10 11:32:37,534 - mmaction - INFO - Epoch [191][940/940] lr: 4.000e-03, eta: 22:26:11, time: 1.116, data_time: 0.058, memory: 9497, top1_acc: 0.6351, top5_acc: 0.8273, loss_cls: 1.5250, loss: 1.5250, grad_norm: 4.0276 2022-02-10 11:36:51,512 - mmaction - INFO - Epoch [192][20/940] lr: 4.000e-03, eta: 22:26:59, time: 12.299, data_time: 9.786, memory: 9497, top1_acc: 0.6529, top5_acc: 0.8459, loss_cls: 1.4412, loss: 1.4412, grad_norm: 3.8536 2022-02-10 11:37:14,500 - mmaction - INFO - Epoch [192][40/940] lr: 4.000e-03, eta: 22:26:32, time: 1.226, data_time: 0.121, memory: 9497, top1_acc: 0.6451, top5_acc: 0.8340, loss_cls: 1.5029, loss: 1.5029, grad_norm: 3.9321 2022-02-10 11:37:37,609 - mmaction - INFO - Epoch [192][60/940] lr: 4.000e-03, eta: 22:26:04, time: 1.156, data_time: 0.044, memory: 9497, top1_acc: 0.6471, top5_acc: 0.8336, loss_cls: 1.4980, loss: 1.4980, grad_norm: 3.9757 2022-02-10 11:38:00,791 - mmaction - INFO - Epoch [192][80/940] lr: 4.000e-03, eta: 22:25:37, time: 1.160, data_time: 0.042, memory: 9497, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.4017, loss: 1.4017, grad_norm: 3.8239 2022-02-10 11:38:24,108 - mmaction - INFO - Epoch [192][100/940] lr: 4.000e-03, eta: 22:25:09, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.6521, top5_acc: 0.8406, loss_cls: 1.4636, loss: 1.4636, grad_norm: 3.8756 2022-02-10 11:38:47,380 - mmaction - INFO - Epoch [192][120/940] lr: 4.000e-03, eta: 22:24:42, time: 1.164, data_time: 0.046, memory: 9497, top1_acc: 0.6605, top5_acc: 0.8504, loss_cls: 1.4143, loss: 1.4143, grad_norm: 3.8340 2022-02-10 11:39:10,663 - mmaction - INFO - Epoch [192][140/940] lr: 4.000e-03, eta: 22:24:14, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.6533, top5_acc: 0.8447, loss_cls: 1.4686, loss: 1.4686, grad_norm: 3.9078 2022-02-10 11:39:34,028 - mmaction - INFO - Epoch [192][160/940] lr: 4.000e-03, eta: 22:23:47, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8387, loss_cls: 1.4614, loss: 1.4614, grad_norm: 4.0015 2022-02-10 11:39:57,334 - mmaction - INFO - Epoch [192][180/940] lr: 4.000e-03, eta: 22:23:19, time: 1.165, data_time: 0.043, memory: 9497, top1_acc: 0.6537, top5_acc: 0.8348, loss_cls: 1.4716, loss: 1.4716, grad_norm: 3.8965 2022-02-10 11:40:20,778 - mmaction - INFO - Epoch [192][200/940] lr: 4.000e-03, eta: 22:22:52, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.6529, top5_acc: 0.8418, loss_cls: 1.4596, loss: 1.4596, grad_norm: 3.8862 2022-02-10 11:40:44,319 - mmaction - INFO - Epoch [192][220/940] lr: 4.000e-03, eta: 22:22:24, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6486, top5_acc: 0.8400, loss_cls: 1.4814, loss: 1.4814, grad_norm: 3.9226 2022-02-10 11:41:07,796 - mmaction - INFO - Epoch [192][240/940] lr: 4.000e-03, eta: 22:21:57, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6623, top5_acc: 0.8418, loss_cls: 1.4308, loss: 1.4308, grad_norm: 3.9545 2022-02-10 11:41:31,350 - mmaction - INFO - Epoch [192][260/940] lr: 4.000e-03, eta: 22:21:29, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6561, top5_acc: 0.8387, loss_cls: 1.4521, loss: 1.4521, grad_norm: 3.8957 2022-02-10 11:41:54,841 - mmaction - INFO - Epoch [192][280/940] lr: 4.000e-03, eta: 22:21:02, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6559, top5_acc: 0.8422, loss_cls: 1.4564, loss: 1.4564, grad_norm: 3.9836 2022-02-10 11:42:18,289 - mmaction - INFO - Epoch [192][300/940] lr: 4.000e-03, eta: 22:20:34, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6645, top5_acc: 0.8490, loss_cls: 1.4436, loss: 1.4436, grad_norm: 3.9490 2022-02-10 11:42:41,692 - mmaction - INFO - Epoch [192][320/940] lr: 4.000e-03, eta: 22:20:07, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.6496, top5_acc: 0.8408, loss_cls: 1.4817, loss: 1.4817, grad_norm: 4.0495 2022-02-10 11:43:05,117 - mmaction - INFO - Epoch [192][340/940] lr: 4.000e-03, eta: 22:19:39, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.6529, top5_acc: 0.8342, loss_cls: 1.4884, loss: 1.4884, grad_norm: 3.9787 2022-02-10 11:43:28,520 - mmaction - INFO - Epoch [192][360/940] lr: 4.000e-03, eta: 22:19:12, time: 1.169, data_time: 0.061, memory: 9497, top1_acc: 0.6480, top5_acc: 0.8398, loss_cls: 1.4745, loss: 1.4745, grad_norm: 3.9472 2022-02-10 11:43:51,977 - mmaction - INFO - Epoch [192][380/940] lr: 4.000e-03, eta: 22:18:44, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6482, top5_acc: 0.8430, loss_cls: 1.4727, loss: 1.4727, grad_norm: 3.8891 2022-02-10 11:44:15,573 - mmaction - INFO - Epoch [192][400/940] lr: 4.000e-03, eta: 22:18:17, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6641, top5_acc: 0.8412, loss_cls: 1.4345, loss: 1.4345, grad_norm: 3.8764 2022-02-10 11:44:39,052 - mmaction - INFO - Epoch [192][420/940] lr: 4.000e-03, eta: 22:17:49, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4596, loss: 1.4596, grad_norm: 3.9115 2022-02-10 11:45:02,563 - mmaction - INFO - Epoch [192][440/940] lr: 4.000e-03, eta: 22:17:22, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.6582, top5_acc: 0.8387, loss_cls: 1.4743, loss: 1.4743, grad_norm: 3.8763 2022-02-10 11:45:26,065 - mmaction - INFO - Epoch [192][460/940] lr: 4.000e-03, eta: 22:16:55, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6535, top5_acc: 0.8414, loss_cls: 1.4617, loss: 1.4617, grad_norm: 3.8804 2022-02-10 11:45:49,637 - mmaction - INFO - Epoch [192][480/940] lr: 4.000e-03, eta: 22:16:27, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.4684, loss: 1.4684, grad_norm: 4.0011 2022-02-10 11:46:13,186 - mmaction - INFO - Epoch [192][500/940] lr: 4.000e-03, eta: 22:16:00, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6621, top5_acc: 0.8467, loss_cls: 1.4338, loss: 1.4338, grad_norm: 3.8725 2022-02-10 11:46:36,644 - mmaction - INFO - Epoch [192][520/940] lr: 4.000e-03, eta: 22:15:32, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.6531, top5_acc: 0.8410, loss_cls: 1.4317, loss: 1.4317, grad_norm: 3.8756 2022-02-10 11:47:00,211 - mmaction - INFO - Epoch [192][540/940] lr: 4.000e-03, eta: 22:15:05, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6566, top5_acc: 0.8393, loss_cls: 1.4791, loss: 1.4791, grad_norm: 3.8901 2022-02-10 11:47:23,696 - mmaction - INFO - Epoch [192][560/940] lr: 4.000e-03, eta: 22:14:37, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.6605, top5_acc: 0.8488, loss_cls: 1.4055, loss: 1.4055, grad_norm: 3.8926 2022-02-10 11:47:47,286 - mmaction - INFO - Epoch [192][580/940] lr: 4.000e-03, eta: 22:14:10, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8361, loss_cls: 1.4633, loss: 1.4633, grad_norm: 3.9817 2022-02-10 11:48:10,735 - mmaction - INFO - Epoch [192][600/940] lr: 4.000e-03, eta: 22:13:42, time: 1.173, data_time: 0.071, memory: 9497, top1_acc: 0.6500, top5_acc: 0.8332, loss_cls: 1.4921, loss: 1.4921, grad_norm: 3.9941 2022-02-10 11:48:34,328 - mmaction - INFO - Epoch [192][620/940] lr: 4.000e-03, eta: 22:13:15, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6598, top5_acc: 0.8447, loss_cls: 1.4609, loss: 1.4609, grad_norm: 4.0021 2022-02-10 11:48:57,973 - mmaction - INFO - Epoch [192][640/940] lr: 4.000e-03, eta: 22:12:48, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.6607, top5_acc: 0.8359, loss_cls: 1.4535, loss: 1.4535, grad_norm: 3.9345 2022-02-10 11:49:21,679 - mmaction - INFO - Epoch [192][660/940] lr: 4.000e-03, eta: 22:12:20, time: 1.185, data_time: 0.058, memory: 9497, top1_acc: 0.6584, top5_acc: 0.8422, loss_cls: 1.4342, loss: 1.4342, grad_norm: 3.9370 2022-02-10 11:49:45,321 - mmaction - INFO - Epoch [192][680/940] lr: 4.000e-03, eta: 22:11:53, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6562, top5_acc: 0.8418, loss_cls: 1.4432, loss: 1.4432, grad_norm: 3.9505 2022-02-10 11:50:09,135 - mmaction - INFO - Epoch [192][700/940] lr: 4.000e-03, eta: 22:11:26, time: 1.191, data_time: 0.062, memory: 9497, top1_acc: 0.6559, top5_acc: 0.8383, loss_cls: 1.4673, loss: 1.4673, grad_norm: 3.9309 2022-02-10 11:50:32,573 - mmaction - INFO - Epoch [192][720/940] lr: 4.000e-03, eta: 22:10:58, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6529, top5_acc: 0.8428, loss_cls: 1.4463, loss: 1.4463, grad_norm: 3.8898 2022-02-10 11:50:56,186 - mmaction - INFO - Epoch [192][740/940] lr: 4.000e-03, eta: 22:10:31, time: 1.180, data_time: 0.063, memory: 9497, top1_acc: 0.6559, top5_acc: 0.8416, loss_cls: 1.4580, loss: 1.4580, grad_norm: 3.9405 2022-02-10 11:51:19,703 - mmaction - INFO - Epoch [192][760/940] lr: 4.000e-03, eta: 22:10:03, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6559, top5_acc: 0.8443, loss_cls: 1.4457, loss: 1.4457, grad_norm: 3.9181 2022-02-10 11:51:43,323 - mmaction - INFO - Epoch [192][780/940] lr: 4.000e-03, eta: 22:09:36, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8377, loss_cls: 1.4613, loss: 1.4613, grad_norm: 3.9428 2022-02-10 11:52:06,866 - mmaction - INFO - Epoch [192][800/940] lr: 4.000e-03, eta: 22:09:08, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6506, top5_acc: 0.8395, loss_cls: 1.4782, loss: 1.4782, grad_norm: 3.9286 2022-02-10 11:52:30,420 - mmaction - INFO - Epoch [192][820/940] lr: 4.000e-03, eta: 22:08:41, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4772, loss: 1.4772, grad_norm: 3.9072 2022-02-10 11:52:54,003 - mmaction - INFO - Epoch [192][840/940] lr: 4.000e-03, eta: 22:08:14, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.6496, top5_acc: 0.8414, loss_cls: 1.4648, loss: 1.4648, grad_norm: 3.9300 2022-02-10 11:53:17,578 - mmaction - INFO - Epoch [192][860/940] lr: 4.000e-03, eta: 22:07:46, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.6391, top5_acc: 0.8252, loss_cls: 1.5253, loss: 1.5253, grad_norm: 3.9708 2022-02-10 11:53:41,175 - mmaction - INFO - Epoch [192][880/940] lr: 4.000e-03, eta: 22:07:19, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6584, top5_acc: 0.8434, loss_cls: 1.4437, loss: 1.4437, grad_norm: 3.8634 2022-02-10 11:54:04,829 - mmaction - INFO - Epoch [192][900/940] lr: 4.000e-03, eta: 22:06:51, time: 1.183, data_time: 0.069, memory: 9497, top1_acc: 0.6537, top5_acc: 0.8357, loss_cls: 1.4803, loss: 1.4803, grad_norm: 3.9319 2022-02-10 11:54:28,456 - mmaction - INFO - Epoch [192][920/940] lr: 4.000e-03, eta: 22:06:24, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6564, top5_acc: 0.8443, loss_cls: 1.4567, loss: 1.4567, grad_norm: 3.9163 2022-02-10 11:54:50,739 - mmaction - INFO - Epoch [192][940/940] lr: 4.000e-03, eta: 22:05:56, time: 1.115, data_time: 0.063, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8346, loss_cls: 1.4985, loss: 1.4985, grad_norm: 3.9943 2022-02-10 11:58:12,046 - mmaction - INFO - Epoch [193][20/940] lr: 4.000e-03, eta: 22:06:24, time: 9.522, data_time: 8.239, memory: 9497, top1_acc: 0.6504, top5_acc: 0.8375, loss_cls: 1.4721, loss: 1.4721, grad_norm: 3.9204 2022-02-10 11:58:35,159 - mmaction - INFO - Epoch [193][40/940] lr: 4.000e-03, eta: 22:05:57, time: 1.158, data_time: 0.056, memory: 9497, top1_acc: 0.6605, top5_acc: 0.8387, loss_cls: 1.4578, loss: 1.4578, grad_norm: 3.9177 2022-02-10 11:58:58,339 - mmaction - INFO - Epoch [193][60/940] lr: 4.000e-03, eta: 22:05:29, time: 1.159, data_time: 0.041, memory: 9497, top1_acc: 0.6504, top5_acc: 0.8334, loss_cls: 1.4863, loss: 1.4863, grad_norm: 3.9129 2022-02-10 11:59:21,615 - mmaction - INFO - Epoch [193][80/940] lr: 4.000e-03, eta: 22:05:02, time: 1.164, data_time: 0.045, memory: 9497, top1_acc: 0.6598, top5_acc: 0.8475, loss_cls: 1.4372, loss: 1.4372, grad_norm: 3.8737 2022-02-10 11:59:44,943 - mmaction - INFO - Epoch [193][100/940] lr: 4.000e-03, eta: 22:04:34, time: 1.167, data_time: 0.047, memory: 9497, top1_acc: 0.6572, top5_acc: 0.8510, loss_cls: 1.4244, loss: 1.4244, grad_norm: 3.9172 2022-02-10 12:00:09,963 - mmaction - INFO - Epoch [193][120/940] lr: 4.000e-03, eta: 22:04:07, time: 1.247, data_time: 0.051, memory: 9497, top1_acc: 0.6553, top5_acc: 0.8467, loss_cls: 1.4415, loss: 1.4415, grad_norm: 3.9235 2022-02-10 12:00:33,385 - mmaction - INFO - Epoch [193][140/940] lr: 4.000e-03, eta: 22:03:40, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.6434, top5_acc: 0.8266, loss_cls: 1.5265, loss: 1.5265, grad_norm: 3.9953 2022-02-10 12:00:56,947 - mmaction - INFO - Epoch [193][160/940] lr: 4.000e-03, eta: 22:03:12, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6602, top5_acc: 0.8512, loss_cls: 1.4072, loss: 1.4072, grad_norm: 3.8907 2022-02-10 12:01:20,530 - mmaction - INFO - Epoch [193][180/940] lr: 4.000e-03, eta: 22:02:45, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6527, top5_acc: 0.8416, loss_cls: 1.4662, loss: 1.4662, grad_norm: 4.0165 2022-02-10 12:01:43,949 - mmaction - INFO - Epoch [193][200/940] lr: 4.000e-03, eta: 22:02:17, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6486, top5_acc: 0.8355, loss_cls: 1.4741, loss: 1.4741, grad_norm: 4.0329 2022-02-10 12:02:07,477 - mmaction - INFO - Epoch [193][220/940] lr: 4.000e-03, eta: 22:01:50, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6508, top5_acc: 0.8350, loss_cls: 1.4773, loss: 1.4773, grad_norm: 3.9664 2022-02-10 12:02:30,924 - mmaction - INFO - Epoch [193][240/940] lr: 4.000e-03, eta: 22:01:23, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6404, top5_acc: 0.8383, loss_cls: 1.5037, loss: 1.5037, grad_norm: 4.0494 2022-02-10 12:02:54,460 - mmaction - INFO - Epoch [193][260/940] lr: 4.000e-03, eta: 22:00:55, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6518, top5_acc: 0.8430, loss_cls: 1.4611, loss: 1.4611, grad_norm: 3.9552 2022-02-10 12:03:17,872 - mmaction - INFO - Epoch [193][280/940] lr: 4.000e-03, eta: 22:00:28, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8373, loss_cls: 1.4641, loss: 1.4641, grad_norm: 3.9156 2022-02-10 12:03:41,496 - mmaction - INFO - Epoch [193][300/940] lr: 4.000e-03, eta: 22:00:00, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.6504, top5_acc: 0.8428, loss_cls: 1.4468, loss: 1.4468, grad_norm: 3.9356 2022-02-10 12:04:04,915 - mmaction - INFO - Epoch [193][320/940] lr: 4.000e-03, eta: 21:59:33, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.6518, top5_acc: 0.8387, loss_cls: 1.4691, loss: 1.4691, grad_norm: 3.9305 2022-02-10 12:04:28,424 - mmaction - INFO - Epoch [193][340/940] lr: 4.000e-03, eta: 21:59:05, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6502, top5_acc: 0.8363, loss_cls: 1.4763, loss: 1.4763, grad_norm: 3.9472 2022-02-10 12:04:51,921 - mmaction - INFO - Epoch [193][360/940] lr: 4.000e-03, eta: 21:58:38, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6465, top5_acc: 0.8398, loss_cls: 1.4833, loss: 1.4833, grad_norm: 3.9904 2022-02-10 12:05:15,447 - mmaction - INFO - Epoch [193][380/940] lr: 4.000e-03, eta: 21:58:10, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6525, top5_acc: 0.8377, loss_cls: 1.4686, loss: 1.4686, grad_norm: 3.9538 2022-02-10 12:05:38,808 - mmaction - INFO - Epoch [193][400/940] lr: 4.000e-03, eta: 21:57:43, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.6584, top5_acc: 0.8355, loss_cls: 1.4708, loss: 1.4708, grad_norm: 3.9443 2022-02-10 12:06:02,219 - mmaction - INFO - Epoch [193][420/940] lr: 4.000e-03, eta: 21:57:15, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.6607, top5_acc: 0.8391, loss_cls: 1.4495, loss: 1.4495, grad_norm: 3.8798 2022-02-10 12:06:25,684 - mmaction - INFO - Epoch [193][440/940] lr: 4.000e-03, eta: 21:56:48, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4742, loss: 1.4742, grad_norm: 4.0175 2022-02-10 12:06:49,240 - mmaction - INFO - Epoch [193][460/940] lr: 4.000e-03, eta: 21:56:21, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6604, top5_acc: 0.8424, loss_cls: 1.4331, loss: 1.4331, grad_norm: 3.9225 2022-02-10 12:07:12,782 - mmaction - INFO - Epoch [193][480/940] lr: 4.000e-03, eta: 21:55:53, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6641, top5_acc: 0.8396, loss_cls: 1.4286, loss: 1.4286, grad_norm: 3.9089 2022-02-10 12:07:36,439 - mmaction - INFO - Epoch [193][500/940] lr: 4.000e-03, eta: 21:55:26, time: 1.182, data_time: 0.064, memory: 9497, top1_acc: 0.6516, top5_acc: 0.8455, loss_cls: 1.4313, loss: 1.4313, grad_norm: 3.9895 2022-02-10 12:07:59,999 - mmaction - INFO - Epoch [193][520/940] lr: 4.000e-03, eta: 21:54:58, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6623, top5_acc: 0.8441, loss_cls: 1.4145, loss: 1.4145, grad_norm: 3.9918 2022-02-10 12:08:23,503 - mmaction - INFO - Epoch [193][540/940] lr: 4.000e-03, eta: 21:54:31, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6637, top5_acc: 0.8500, loss_cls: 1.4014, loss: 1.4014, grad_norm: 3.9832 2022-02-10 12:08:47,033 - mmaction - INFO - Epoch [193][560/940] lr: 4.000e-03, eta: 21:54:04, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6488, top5_acc: 0.8453, loss_cls: 1.4643, loss: 1.4643, grad_norm: 4.0020 2022-02-10 12:09:10,641 - mmaction - INFO - Epoch [193][580/940] lr: 4.000e-03, eta: 21:53:36, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.6549, top5_acc: 0.8449, loss_cls: 1.4370, loss: 1.4370, grad_norm: 3.9060 2022-02-10 12:09:34,203 - mmaction - INFO - Epoch [193][600/940] lr: 4.000e-03, eta: 21:53:09, time: 1.178, data_time: 0.066, memory: 9497, top1_acc: 0.6582, top5_acc: 0.8453, loss_cls: 1.4241, loss: 1.4241, grad_norm: 3.9326 2022-02-10 12:09:57,801 - mmaction - INFO - Epoch [193][620/940] lr: 4.000e-03, eta: 21:52:41, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6525, top5_acc: 0.8379, loss_cls: 1.4547, loss: 1.4547, grad_norm: 3.9633 2022-02-10 12:10:21,484 - mmaction - INFO - Epoch [193][640/940] lr: 4.000e-03, eta: 21:52:14, time: 1.184, data_time: 0.058, memory: 9497, top1_acc: 0.6627, top5_acc: 0.8449, loss_cls: 1.4430, loss: 1.4430, grad_norm: 3.9813 2022-02-10 12:10:45,041 - mmaction - INFO - Epoch [193][660/940] lr: 4.000e-03, eta: 21:51:47, time: 1.178, data_time: 0.064, memory: 9497, top1_acc: 0.6600, top5_acc: 0.8447, loss_cls: 1.4739, loss: 1.4739, grad_norm: 3.9779 2022-02-10 12:11:08,618 - mmaction - INFO - Epoch [193][680/940] lr: 4.000e-03, eta: 21:51:19, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6564, top5_acc: 0.8398, loss_cls: 1.4466, loss: 1.4466, grad_norm: 3.9428 2022-02-10 12:11:32,249 - mmaction - INFO - Epoch [193][700/940] lr: 4.000e-03, eta: 21:50:52, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.6576, top5_acc: 0.8504, loss_cls: 1.4125, loss: 1.4125, grad_norm: 3.9210 2022-02-10 12:11:55,807 - mmaction - INFO - Epoch [193][720/940] lr: 4.000e-03, eta: 21:50:24, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6365, top5_acc: 0.8271, loss_cls: 1.5369, loss: 1.5369, grad_norm: 3.9989 2022-02-10 12:12:19,484 - mmaction - INFO - Epoch [193][740/940] lr: 4.000e-03, eta: 21:49:57, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.6391, top5_acc: 0.8299, loss_cls: 1.5241, loss: 1.5241, grad_norm: 4.1120 2022-02-10 12:12:43,040 - mmaction - INFO - Epoch [193][760/940] lr: 4.000e-03, eta: 21:49:30, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6449, top5_acc: 0.8332, loss_cls: 1.5053, loss: 1.5053, grad_norm: 4.0203 2022-02-10 12:13:07,102 - mmaction - INFO - Epoch [193][780/940] lr: 4.000e-03, eta: 21:49:02, time: 1.204, data_time: 0.090, memory: 9497, top1_acc: 0.6439, top5_acc: 0.8371, loss_cls: 1.4808, loss: 1.4808, grad_norm: 3.9845 2022-02-10 12:13:30,608 - mmaction - INFO - Epoch [193][800/940] lr: 4.000e-03, eta: 21:48:35, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6564, top5_acc: 0.8488, loss_cls: 1.4285, loss: 1.4285, grad_norm: 3.9367 2022-02-10 12:13:54,220 - mmaction - INFO - Epoch [193][820/940] lr: 4.000e-03, eta: 21:48:08, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6475, top5_acc: 0.8385, loss_cls: 1.4784, loss: 1.4784, grad_norm: 3.9093 2022-02-10 12:14:17,898 - mmaction - INFO - Epoch [193][840/940] lr: 4.000e-03, eta: 21:47:40, time: 1.184, data_time: 0.059, memory: 9497, top1_acc: 0.6473, top5_acc: 0.8348, loss_cls: 1.4775, loss: 1.4775, grad_norm: 3.9642 2022-02-10 12:14:41,427 - mmaction - INFO - Epoch [193][860/940] lr: 4.000e-03, eta: 21:47:13, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6494, top5_acc: 0.8348, loss_cls: 1.4789, loss: 1.4789, grad_norm: 4.0222 2022-02-10 12:15:05,078 - mmaction - INFO - Epoch [193][880/940] lr: 4.000e-03, eta: 21:46:45, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.6506, top5_acc: 0.8486, loss_cls: 1.4379, loss: 1.4379, grad_norm: 3.9631 2022-02-10 12:15:28,806 - mmaction - INFO - Epoch [193][900/940] lr: 4.000e-03, eta: 21:46:18, time: 1.186, data_time: 0.058, memory: 9497, top1_acc: 0.6436, top5_acc: 0.8367, loss_cls: 1.4968, loss: 1.4968, grad_norm: 4.0774 2022-02-10 12:15:52,307 - mmaction - INFO - Epoch [193][920/940] lr: 4.000e-03, eta: 21:45:51, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6502, top5_acc: 0.8424, loss_cls: 1.4587, loss: 1.4587, grad_norm: 4.0159 2022-02-10 12:16:14,605 - mmaction - INFO - Epoch [193][940/940] lr: 4.000e-03, eta: 21:45:23, time: 1.116, data_time: 0.055, memory: 9497, top1_acc: 0.6569, top5_acc: 0.8486, loss_cls: 1.4504, loss: 1.4504, grad_norm: 4.0104 2022-02-10 12:18:55,229 - mmaction - INFO - Epoch [194][20/940] lr: 4.000e-03, eta: 21:45:39, time: 7.901, data_time: 6.598, memory: 9497, top1_acc: 0.6570, top5_acc: 0.8475, loss_cls: 1.4537, loss: 1.4537, grad_norm: 3.9262 2022-02-10 12:19:18,396 - mmaction - INFO - Epoch [194][40/940] lr: 4.000e-03, eta: 21:45:12, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.6496, top5_acc: 0.8428, loss_cls: 1.4614, loss: 1.4614, grad_norm: 4.0354 2022-02-10 12:19:41,907 - mmaction - INFO - Epoch [194][60/940] lr: 4.000e-03, eta: 21:44:44, time: 1.176, data_time: 0.040, memory: 9497, top1_acc: 0.6553, top5_acc: 0.8434, loss_cls: 1.4625, loss: 1.4625, grad_norm: 3.9920 2022-02-10 12:20:05,063 - mmaction - INFO - Epoch [194][80/940] lr: 4.000e-03, eta: 21:44:17, time: 1.157, data_time: 0.047, memory: 9497, top1_acc: 0.6543, top5_acc: 0.8348, loss_cls: 1.4693, loss: 1.4693, grad_norm: 3.9449 2022-02-10 12:20:28,261 - mmaction - INFO - Epoch [194][100/940] lr: 4.000e-03, eta: 21:43:49, time: 1.161, data_time: 0.045, memory: 9497, top1_acc: 0.6641, top5_acc: 0.8463, loss_cls: 1.4058, loss: 1.4058, grad_norm: 3.9632 2022-02-10 12:20:51,420 - mmaction - INFO - Epoch [194][120/940] lr: 4.000e-03, eta: 21:43:22, time: 1.157, data_time: 0.049, memory: 9497, top1_acc: 0.6504, top5_acc: 0.8365, loss_cls: 1.4744, loss: 1.4744, grad_norm: 3.9943 2022-02-10 12:21:14,757 - mmaction - INFO - Epoch [194][140/940] lr: 4.000e-03, eta: 21:42:54, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.6479, top5_acc: 0.8334, loss_cls: 1.4876, loss: 1.4876, grad_norm: 4.0348 2022-02-10 12:21:38,089 - mmaction - INFO - Epoch [194][160/940] lr: 4.000e-03, eta: 21:42:27, time: 1.167, data_time: 0.056, memory: 9497, top1_acc: 0.6697, top5_acc: 0.8488, loss_cls: 1.4072, loss: 1.4072, grad_norm: 3.9261 2022-02-10 12:22:01,554 - mmaction - INFO - Epoch [194][180/940] lr: 4.000e-03, eta: 21:41:59, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6527, top5_acc: 0.8439, loss_cls: 1.4589, loss: 1.4589, grad_norm: 4.0182 2022-02-10 12:22:24,981 - mmaction - INFO - Epoch [194][200/940] lr: 4.000e-03, eta: 21:41:32, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.6619, top5_acc: 0.8414, loss_cls: 1.4344, loss: 1.4344, grad_norm: 3.9842 2022-02-10 12:22:48,286 - mmaction - INFO - Epoch [194][220/940] lr: 4.000e-03, eta: 21:41:04, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.6553, top5_acc: 0.8443, loss_cls: 1.4510, loss: 1.4510, grad_norm: 3.9498 2022-02-10 12:23:11,735 - mmaction - INFO - Epoch [194][240/940] lr: 4.000e-03, eta: 21:40:37, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6490, top5_acc: 0.8451, loss_cls: 1.4596, loss: 1.4596, grad_norm: 3.9818 2022-02-10 12:23:35,098 - mmaction - INFO - Epoch [194][260/940] lr: 4.000e-03, eta: 21:40:10, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.6512, top5_acc: 0.8375, loss_cls: 1.4650, loss: 1.4650, grad_norm: 4.0016 2022-02-10 12:24:00,001 - mmaction - INFO - Epoch [194][280/940] lr: 4.000e-03, eta: 21:39:43, time: 1.245, data_time: 0.136, memory: 9497, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4634, loss: 1.4634, grad_norm: 4.0565 2022-02-10 12:24:23,390 - mmaction - INFO - Epoch [194][300/940] lr: 4.000e-03, eta: 21:39:15, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.6508, top5_acc: 0.8385, loss_cls: 1.4626, loss: 1.4626, grad_norm: 3.9864 2022-02-10 12:24:46,813 - mmaction - INFO - Epoch [194][320/940] lr: 4.000e-03, eta: 21:38:48, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6535, top5_acc: 0.8371, loss_cls: 1.4608, loss: 1.4608, grad_norm: 4.1043 2022-02-10 12:25:10,141 - mmaction - INFO - Epoch [194][340/940] lr: 4.000e-03, eta: 21:38:20, time: 1.166, data_time: 0.058, memory: 9497, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.4066, loss: 1.4066, grad_norm: 4.0584 2022-02-10 12:25:33,505 - mmaction - INFO - Epoch [194][360/940] lr: 4.000e-03, eta: 21:37:53, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.6588, top5_acc: 0.8432, loss_cls: 1.4390, loss: 1.4390, grad_norm: 3.9761 2022-02-10 12:25:56,949 - mmaction - INFO - Epoch [194][380/940] lr: 4.000e-03, eta: 21:37:25, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6570, top5_acc: 0.8465, loss_cls: 1.4197, loss: 1.4197, grad_norm: 3.9983 2022-02-10 12:26:20,406 - mmaction - INFO - Epoch [194][400/940] lr: 4.000e-03, eta: 21:36:58, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6408, top5_acc: 0.8328, loss_cls: 1.5135, loss: 1.5135, grad_norm: 4.1018 2022-02-10 12:26:43,886 - mmaction - INFO - Epoch [194][420/940] lr: 4.000e-03, eta: 21:36:30, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6621, top5_acc: 0.8465, loss_cls: 1.4326, loss: 1.4326, grad_norm: 4.0121 2022-02-10 12:27:07,359 - mmaction - INFO - Epoch [194][440/940] lr: 4.000e-03, eta: 21:36:03, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6564, top5_acc: 0.8412, loss_cls: 1.4541, loss: 1.4541, grad_norm: 4.0130 2022-02-10 12:27:31,038 - mmaction - INFO - Epoch [194][460/940] lr: 4.000e-03, eta: 21:35:36, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6410, top5_acc: 0.8328, loss_cls: 1.5246, loss: 1.5246, grad_norm: 4.1240 2022-02-10 12:27:54,535 - mmaction - INFO - Epoch [194][480/940] lr: 4.000e-03, eta: 21:35:08, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6543, top5_acc: 0.8457, loss_cls: 1.4457, loss: 1.4457, grad_norm: 4.0459 2022-02-10 12:28:18,030 - mmaction - INFO - Epoch [194][500/940] lr: 4.000e-03, eta: 21:34:41, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6543, top5_acc: 0.8449, loss_cls: 1.4294, loss: 1.4294, grad_norm: 3.9735 2022-02-10 12:28:41,561 - mmaction - INFO - Epoch [194][520/940] lr: 4.000e-03, eta: 21:34:13, time: 1.177, data_time: 0.064, memory: 9497, top1_acc: 0.6494, top5_acc: 0.8340, loss_cls: 1.4789, loss: 1.4789, grad_norm: 3.9699 2022-02-10 12:29:05,047 - mmaction - INFO - Epoch [194][540/940] lr: 4.000e-03, eta: 21:33:46, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6697, top5_acc: 0.8492, loss_cls: 1.4198, loss: 1.4198, grad_norm: 3.9070 2022-02-10 12:29:28,633 - mmaction - INFO - Epoch [194][560/940] lr: 4.000e-03, eta: 21:33:19, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6596, top5_acc: 0.8439, loss_cls: 1.4236, loss: 1.4236, grad_norm: 3.9491 2022-02-10 12:29:52,088 - mmaction - INFO - Epoch [194][580/940] lr: 4.000e-03, eta: 21:32:51, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6508, top5_acc: 0.8377, loss_cls: 1.4630, loss: 1.4630, grad_norm: 4.0373 2022-02-10 12:30:15,678 - mmaction - INFO - Epoch [194][600/940] lr: 4.000e-03, eta: 21:32:24, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6480, top5_acc: 0.8482, loss_cls: 1.4518, loss: 1.4518, grad_norm: 4.0246 2022-02-10 12:30:39,251 - mmaction - INFO - Epoch [194][620/940] lr: 4.000e-03, eta: 21:31:56, time: 1.178, data_time: 0.063, memory: 9497, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.4877, loss: 1.4877, grad_norm: 4.0939 2022-02-10 12:31:02,808 - mmaction - INFO - Epoch [194][640/940] lr: 4.000e-03, eta: 21:31:29, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6510, top5_acc: 0.8455, loss_cls: 1.4510, loss: 1.4510, grad_norm: 4.0113 2022-02-10 12:31:26,422 - mmaction - INFO - Epoch [194][660/940] lr: 4.000e-03, eta: 21:31:02, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6547, top5_acc: 0.8432, loss_cls: 1.4676, loss: 1.4676, grad_norm: 4.0228 2022-02-10 12:31:50,071 - mmaction - INFO - Epoch [194][680/940] lr: 4.000e-03, eta: 21:30:34, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6613, top5_acc: 0.8436, loss_cls: 1.4247, loss: 1.4247, grad_norm: 3.9050 2022-02-10 12:32:13,733 - mmaction - INFO - Epoch [194][700/940] lr: 4.000e-03, eta: 21:30:07, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.6338, top5_acc: 0.8352, loss_cls: 1.5189, loss: 1.5189, grad_norm: 4.0998 2022-02-10 12:32:37,255 - mmaction - INFO - Epoch [194][720/940] lr: 4.000e-03, eta: 21:29:40, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6562, top5_acc: 0.8381, loss_cls: 1.4470, loss: 1.4470, grad_norm: 3.9952 2022-02-10 12:33:00,784 - mmaction - INFO - Epoch [194][740/940] lr: 4.000e-03, eta: 21:29:12, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6502, top5_acc: 0.8475, loss_cls: 1.4485, loss: 1.4485, grad_norm: 3.9736 2022-02-10 12:33:24,350 - mmaction - INFO - Epoch [194][760/940] lr: 4.000e-03, eta: 21:28:45, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6590, top5_acc: 0.8377, loss_cls: 1.4503, loss: 1.4503, grad_norm: 4.0109 2022-02-10 12:33:48,027 - mmaction - INFO - Epoch [194][780/940] lr: 4.000e-03, eta: 21:28:17, time: 1.184, data_time: 0.062, memory: 9497, top1_acc: 0.6520, top5_acc: 0.8383, loss_cls: 1.4686, loss: 1.4686, grad_norm: 4.0507 2022-02-10 12:34:11,531 - mmaction - INFO - Epoch [194][800/940] lr: 4.000e-03, eta: 21:27:50, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8371, loss_cls: 1.4796, loss: 1.4796, grad_norm: 4.0084 2022-02-10 12:34:35,044 - mmaction - INFO - Epoch [194][820/940] lr: 4.000e-03, eta: 21:27:23, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6604, top5_acc: 0.8480, loss_cls: 1.4329, loss: 1.4329, grad_norm: 3.9518 2022-02-10 12:34:58,677 - mmaction - INFO - Epoch [194][840/940] lr: 4.000e-03, eta: 21:26:55, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.6574, top5_acc: 0.8391, loss_cls: 1.4468, loss: 1.4468, grad_norm: 3.9654 2022-02-10 12:35:22,209 - mmaction - INFO - Epoch [194][860/940] lr: 4.000e-03, eta: 21:26:28, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6559, top5_acc: 0.8441, loss_cls: 1.4597, loss: 1.4597, grad_norm: 4.0640 2022-02-10 12:35:45,659 - mmaction - INFO - Epoch [194][880/940] lr: 4.000e-03, eta: 21:26:00, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6531, top5_acc: 0.8400, loss_cls: 1.4501, loss: 1.4501, grad_norm: 4.0352 2022-02-10 12:36:09,305 - mmaction - INFO - Epoch [194][900/940] lr: 4.000e-03, eta: 21:25:33, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6523, top5_acc: 0.8498, loss_cls: 1.4438, loss: 1.4438, grad_norm: 4.0522 2022-02-10 12:36:32,995 - mmaction - INFO - Epoch [194][920/940] lr: 4.000e-03, eta: 21:25:06, time: 1.185, data_time: 0.058, memory: 9497, top1_acc: 0.6604, top5_acc: 0.8418, loss_cls: 1.4586, loss: 1.4586, grad_norm: 3.9019 2022-02-10 12:36:55,348 - mmaction - INFO - Epoch [194][940/940] lr: 4.000e-03, eta: 21:24:38, time: 1.118, data_time: 0.063, memory: 9497, top1_acc: 0.6459, top5_acc: 0.8405, loss_cls: 1.4638, loss: 1.4638, grad_norm: 4.0071 2022-02-10 12:40:16,052 - mmaction - INFO - Epoch [195][20/940] lr: 4.000e-03, eta: 21:25:05, time: 9.691, data_time: 8.059, memory: 9497, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4473, loss: 1.4473, grad_norm: 4.0365 2022-02-10 12:40:39,187 - mmaction - INFO - Epoch [195][40/940] lr: 4.000e-03, eta: 21:24:37, time: 1.156, data_time: 0.048, memory: 9497, top1_acc: 0.6504, top5_acc: 0.8371, loss_cls: 1.4710, loss: 1.4710, grad_norm: 3.9782 2022-02-10 12:41:02,356 - mmaction - INFO - Epoch [195][60/940] lr: 4.000e-03, eta: 21:24:10, time: 1.158, data_time: 0.044, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8385, loss_cls: 1.4906, loss: 1.4906, grad_norm: 4.0681 2022-02-10 12:41:25,688 - mmaction - INFO - Epoch [195][80/940] lr: 4.000e-03, eta: 21:23:42, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.6506, top5_acc: 0.8420, loss_cls: 1.4660, loss: 1.4660, grad_norm: 4.0269 2022-02-10 12:41:48,964 - mmaction - INFO - Epoch [195][100/940] lr: 4.000e-03, eta: 21:23:15, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.6687, top5_acc: 0.8463, loss_cls: 1.4244, loss: 1.4244, grad_norm: 3.9317 2022-02-10 12:42:12,270 - mmaction - INFO - Epoch [195][120/940] lr: 4.000e-03, eta: 21:22:48, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.6457, top5_acc: 0.8424, loss_cls: 1.4575, loss: 1.4575, grad_norm: 4.0464 2022-02-10 12:42:35,658 - mmaction - INFO - Epoch [195][140/940] lr: 4.000e-03, eta: 21:22:20, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.6619, top5_acc: 0.8422, loss_cls: 1.4276, loss: 1.4276, grad_norm: 3.9545 2022-02-10 12:42:59,004 - mmaction - INFO - Epoch [195][160/940] lr: 4.000e-03, eta: 21:21:53, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.6627, top5_acc: 0.8518, loss_cls: 1.4010, loss: 1.4010, grad_norm: 3.9532 2022-02-10 12:43:22,249 - mmaction - INFO - Epoch [195][180/940] lr: 4.000e-03, eta: 21:21:25, time: 1.163, data_time: 0.052, memory: 9497, top1_acc: 0.6643, top5_acc: 0.8379, loss_cls: 1.4357, loss: 1.4357, grad_norm: 3.9374 2022-02-10 12:43:45,541 - mmaction - INFO - Epoch [195][200/940] lr: 4.000e-03, eta: 21:20:58, time: 1.164, data_time: 0.052, memory: 9497, top1_acc: 0.6441, top5_acc: 0.8340, loss_cls: 1.5074, loss: 1.5074, grad_norm: 4.0494 2022-02-10 12:44:08,908 - mmaction - INFO - Epoch [195][220/940] lr: 4.000e-03, eta: 21:20:30, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.6623, top5_acc: 0.8490, loss_cls: 1.3994, loss: 1.3994, grad_norm: 3.9060 2022-02-10 12:44:32,367 - mmaction - INFO - Epoch [195][240/940] lr: 4.000e-03, eta: 21:20:03, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.6510, top5_acc: 0.8379, loss_cls: 1.4791, loss: 1.4791, grad_norm: 4.1330 2022-02-10 12:44:55,822 - mmaction - INFO - Epoch [195][260/940] lr: 4.000e-03, eta: 21:19:35, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6613, top5_acc: 0.8455, loss_cls: 1.4391, loss: 1.4391, grad_norm: 4.0384 2022-02-10 12:45:20,071 - mmaction - INFO - Epoch [195][280/940] lr: 4.000e-03, eta: 21:19:08, time: 1.212, data_time: 0.057, memory: 9497, top1_acc: 0.6525, top5_acc: 0.8396, loss_cls: 1.4751, loss: 1.4751, grad_norm: 4.0614 2022-02-10 12:45:43,528 - mmaction - INFO - Epoch [195][300/940] lr: 4.000e-03, eta: 21:18:41, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6508, top5_acc: 0.8420, loss_cls: 1.4547, loss: 1.4547, grad_norm: 4.0013 2022-02-10 12:46:06,979 - mmaction - INFO - Epoch [195][320/940] lr: 4.000e-03, eta: 21:18:13, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6539, top5_acc: 0.8359, loss_cls: 1.4503, loss: 1.4503, grad_norm: 4.0380 2022-02-10 12:46:30,532 - mmaction - INFO - Epoch [195][340/940] lr: 4.000e-03, eta: 21:17:46, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6621, top5_acc: 0.8473, loss_cls: 1.4016, loss: 1.4016, grad_norm: 3.9946 2022-02-10 12:46:53,892 - mmaction - INFO - Epoch [195][360/940] lr: 4.000e-03, eta: 21:17:19, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.6611, top5_acc: 0.8438, loss_cls: 1.4324, loss: 1.4324, grad_norm: 4.0316 2022-02-10 12:47:17,345 - mmaction - INFO - Epoch [195][380/940] lr: 4.000e-03, eta: 21:16:51, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.6426, top5_acc: 0.8389, loss_cls: 1.4809, loss: 1.4809, grad_norm: 4.1131 2022-02-10 12:47:40,959 - mmaction - INFO - Epoch [195][400/940] lr: 4.000e-03, eta: 21:16:24, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6531, top5_acc: 0.8434, loss_cls: 1.4411, loss: 1.4411, grad_norm: 4.0429 2022-02-10 12:48:04,490 - mmaction - INFO - Epoch [195][420/940] lr: 4.000e-03, eta: 21:15:56, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6533, top5_acc: 0.8430, loss_cls: 1.4529, loss: 1.4529, grad_norm: 4.0020 2022-02-10 12:48:28,073 - mmaction - INFO - Epoch [195][440/940] lr: 4.000e-03, eta: 21:15:29, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.4324, loss: 1.4324, grad_norm: 3.9944 2022-02-10 12:48:51,604 - mmaction - INFO - Epoch [195][460/940] lr: 4.000e-03, eta: 21:15:02, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6525, top5_acc: 0.8359, loss_cls: 1.4784, loss: 1.4784, grad_norm: 4.0059 2022-02-10 12:49:15,151 - mmaction - INFO - Epoch [195][480/940] lr: 4.000e-03, eta: 21:14:34, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6494, top5_acc: 0.8395, loss_cls: 1.4781, loss: 1.4781, grad_norm: 4.0059 2022-02-10 12:49:38,616 - mmaction - INFO - Epoch [195][500/940] lr: 4.000e-03, eta: 21:14:07, time: 1.173, data_time: 0.064, memory: 9497, top1_acc: 0.6588, top5_acc: 0.8488, loss_cls: 1.4281, loss: 1.4281, grad_norm: 3.9531 2022-02-10 12:50:02,050 - mmaction - INFO - Epoch [195][520/940] lr: 4.000e-03, eta: 21:13:39, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.6486, top5_acc: 0.8389, loss_cls: 1.4692, loss: 1.4692, grad_norm: 4.0974 2022-02-10 12:50:27,382 - mmaction - INFO - Epoch [195][540/940] lr: 4.000e-03, eta: 21:13:13, time: 1.267, data_time: 0.063, memory: 9497, top1_acc: 0.6398, top5_acc: 0.8439, loss_cls: 1.4963, loss: 1.4963, grad_norm: 4.0511 2022-02-10 12:50:51,009 - mmaction - INFO - Epoch [195][560/940] lr: 4.000e-03, eta: 21:12:45, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.6523, top5_acc: 0.8441, loss_cls: 1.4461, loss: 1.4461, grad_norm: 3.9674 2022-02-10 12:51:14,484 - mmaction - INFO - Epoch [195][580/940] lr: 4.000e-03, eta: 21:12:18, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.6434, top5_acc: 0.8367, loss_cls: 1.4986, loss: 1.4986, grad_norm: 4.0397 2022-02-10 12:51:37,996 - mmaction - INFO - Epoch [195][600/940] lr: 4.000e-03, eta: 21:11:50, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4492, loss: 1.4492, grad_norm: 4.0915 2022-02-10 12:52:01,598 - mmaction - INFO - Epoch [195][620/940] lr: 4.000e-03, eta: 21:11:23, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6570, top5_acc: 0.8463, loss_cls: 1.4255, loss: 1.4255, grad_norm: 3.9833 2022-02-10 12:52:25,116 - mmaction - INFO - Epoch [195][640/940] lr: 4.000e-03, eta: 21:10:56, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6572, top5_acc: 0.8434, loss_cls: 1.4476, loss: 1.4476, grad_norm: 4.0110 2022-02-10 12:52:48,599 - mmaction - INFO - Epoch [195][660/940] lr: 4.000e-03, eta: 21:10:28, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6451, top5_acc: 0.8355, loss_cls: 1.5019, loss: 1.5019, grad_norm: 4.0806 2022-02-10 12:53:11,999 - mmaction - INFO - Epoch [195][680/940] lr: 4.000e-03, eta: 21:10:01, time: 1.169, data_time: 0.056, memory: 9497, top1_acc: 0.6592, top5_acc: 0.8402, loss_cls: 1.4413, loss: 1.4413, grad_norm: 3.9841 2022-02-10 12:53:35,465 - mmaction - INFO - Epoch [195][700/940] lr: 4.000e-03, eta: 21:09:33, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6545, top5_acc: 0.8387, loss_cls: 1.4824, loss: 1.4824, grad_norm: 4.0452 2022-02-10 12:53:59,007 - mmaction - INFO - Epoch [195][720/940] lr: 4.000e-03, eta: 21:09:06, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6514, top5_acc: 0.8355, loss_cls: 1.4711, loss: 1.4711, grad_norm: 3.9775 2022-02-10 12:54:22,620 - mmaction - INFO - Epoch [195][740/940] lr: 4.000e-03, eta: 21:08:39, time: 1.180, data_time: 0.065, memory: 9497, top1_acc: 0.6564, top5_acc: 0.8496, loss_cls: 1.4409, loss: 1.4409, grad_norm: 4.0402 2022-02-10 12:54:46,217 - mmaction - INFO - Epoch [195][760/940] lr: 4.000e-03, eta: 21:08:11, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6633, top5_acc: 0.8439, loss_cls: 1.4212, loss: 1.4212, grad_norm: 3.9565 2022-02-10 12:55:09,760 - mmaction - INFO - Epoch [195][780/940] lr: 4.000e-03, eta: 21:07:44, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.6637, top5_acc: 0.8477, loss_cls: 1.4053, loss: 1.4053, grad_norm: 3.9597 2022-02-10 12:55:33,251 - mmaction - INFO - Epoch [195][800/940] lr: 4.000e-03, eta: 21:07:17, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6475, top5_acc: 0.8332, loss_cls: 1.4962, loss: 1.4962, grad_norm: 4.0450 2022-02-10 12:55:56,775 - mmaction - INFO - Epoch [195][820/940] lr: 4.000e-03, eta: 21:06:49, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6400, top5_acc: 0.8385, loss_cls: 1.4803, loss: 1.4803, grad_norm: 4.0441 2022-02-10 12:56:20,395 - mmaction - INFO - Epoch [195][840/940] lr: 4.000e-03, eta: 21:06:22, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6578, top5_acc: 0.8412, loss_cls: 1.4432, loss: 1.4432, grad_norm: 3.9894 2022-02-10 12:56:43,962 - mmaction - INFO - Epoch [195][860/940] lr: 4.000e-03, eta: 21:05:55, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6584, top5_acc: 0.8477, loss_cls: 1.4363, loss: 1.4363, grad_norm: 3.9825 2022-02-10 12:57:07,528 - mmaction - INFO - Epoch [195][880/940] lr: 4.000e-03, eta: 21:05:27, time: 1.178, data_time: 0.064, memory: 9497, top1_acc: 0.6600, top5_acc: 0.8492, loss_cls: 1.4133, loss: 1.4133, grad_norm: 4.0352 2022-02-10 12:57:31,070 - mmaction - INFO - Epoch [195][900/940] lr: 4.000e-03, eta: 21:05:00, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6508, top5_acc: 0.8352, loss_cls: 1.4797, loss: 1.4797, grad_norm: 3.9989 2022-02-10 12:57:54,575 - mmaction - INFO - Epoch [195][920/940] lr: 4.000e-03, eta: 21:04:32, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6521, top5_acc: 0.8395, loss_cls: 1.4712, loss: 1.4712, grad_norm: 4.0326 2022-02-10 12:58:16,935 - mmaction - INFO - Epoch [195][940/940] lr: 4.000e-03, eta: 21:04:05, time: 1.118, data_time: 0.061, memory: 9497, top1_acc: 0.6548, top5_acc: 0.8482, loss_cls: 1.4331, loss: 1.4331, grad_norm: 4.0380 2022-02-10 12:58:23,854 - mmaction - INFO - Saving checkpoint at 195 epochs 2022-02-10 13:01:57,229 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 13:01:57,992 - mmaction - INFO - top1_acc 0.6775 top5_acc 0.8766 2022-02-10 13:01:57,993 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 13:01:58,029 - mmaction - INFO - mean_acc 0.6774 2022-02-10 13:01:58,038 - mmaction - INFO - Epoch(val) [195][78] top1_acc: 0.6775, top5_acc: 0.8766, mean_class_accuracy: 0.6774 2022-02-10 13:04:26,920 - mmaction - INFO - Epoch [196][20/940] lr: 4.000e-03, eta: 21:04:16, time: 7.442, data_time: 6.148, memory: 9497, top1_acc: 0.6447, top5_acc: 0.8344, loss_cls: 1.4926, loss: 1.4926, grad_norm: 4.1129 2022-02-10 13:04:50,148 - mmaction - INFO - Epoch [196][40/940] lr: 4.000e-03, eta: 21:03:49, time: 1.162, data_time: 0.062, memory: 9497, top1_acc: 0.6561, top5_acc: 0.8400, loss_cls: 1.4442, loss: 1.4442, grad_norm: 4.0595 2022-02-10 13:05:13,305 - mmaction - INFO - Epoch [196][60/940] lr: 4.000e-03, eta: 21:03:21, time: 1.158, data_time: 0.054, memory: 9497, top1_acc: 0.6570, top5_acc: 0.8432, loss_cls: 1.4310, loss: 1.4310, grad_norm: 4.0524 2022-02-10 13:05:36,493 - mmaction - INFO - Epoch [196][80/940] lr: 4.000e-03, eta: 21:02:54, time: 1.159, data_time: 0.050, memory: 9497, top1_acc: 0.6617, top5_acc: 0.8514, loss_cls: 1.4085, loss: 1.4085, grad_norm: 4.0158 2022-02-10 13:05:59,714 - mmaction - INFO - Epoch [196][100/940] lr: 4.000e-03, eta: 21:02:27, time: 1.161, data_time: 0.058, memory: 9497, top1_acc: 0.6664, top5_acc: 0.8469, loss_cls: 1.4127, loss: 1.4127, grad_norm: 4.0175 2022-02-10 13:06:22,975 - mmaction - INFO - Epoch [196][120/940] lr: 4.000e-03, eta: 21:01:59, time: 1.163, data_time: 0.055, memory: 9497, top1_acc: 0.6375, top5_acc: 0.8352, loss_cls: 1.4977, loss: 1.4977, grad_norm: 4.1147 2022-02-10 13:06:46,372 - mmaction - INFO - Epoch [196][140/940] lr: 4.000e-03, eta: 21:01:32, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.6506, top5_acc: 0.8492, loss_cls: 1.4410, loss: 1.4410, grad_norm: 4.0075 2022-02-10 13:07:09,737 - mmaction - INFO - Epoch [196][160/940] lr: 4.000e-03, eta: 21:01:04, time: 1.168, data_time: 0.058, memory: 9497, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3950, loss: 1.3950, grad_norm: 3.9799 2022-02-10 13:07:33,208 - mmaction - INFO - Epoch [196][180/940] lr: 4.000e-03, eta: 21:00:37, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6562, top5_acc: 0.8416, loss_cls: 1.4348, loss: 1.4348, grad_norm: 3.9869 2022-02-10 13:07:56,540 - mmaction - INFO - Epoch [196][200/940] lr: 4.000e-03, eta: 21:00:09, time: 1.166, data_time: 0.054, memory: 9497, top1_acc: 0.6584, top5_acc: 0.8482, loss_cls: 1.4306, loss: 1.4306, grad_norm: 4.0422 2022-02-10 13:08:19,932 - mmaction - INFO - Epoch [196][220/940] lr: 4.000e-03, eta: 20:59:42, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.6502, top5_acc: 0.8482, loss_cls: 1.4460, loss: 1.4460, grad_norm: 4.1198 2022-02-10 13:08:43,408 - mmaction - INFO - Epoch [196][240/940] lr: 4.000e-03, eta: 20:59:15, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.4905, loss: 1.4905, grad_norm: 4.0591 2022-02-10 13:09:06,765 - mmaction - INFO - Epoch [196][260/940] lr: 4.000e-03, eta: 20:58:47, time: 1.168, data_time: 0.062, memory: 9497, top1_acc: 0.6643, top5_acc: 0.8418, loss_cls: 1.4442, loss: 1.4442, grad_norm: 3.9966 2022-02-10 13:09:30,252 - mmaction - INFO - Epoch [196][280/940] lr: 4.000e-03, eta: 20:58:20, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6529, top5_acc: 0.8385, loss_cls: 1.4787, loss: 1.4787, grad_norm: 4.1133 2022-02-10 13:09:53,632 - mmaction - INFO - Epoch [196][300/940] lr: 4.000e-03, eta: 20:57:52, time: 1.169, data_time: 0.064, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8562, loss_cls: 1.3875, loss: 1.3875, grad_norm: 4.0142 2022-02-10 13:10:17,182 - mmaction - INFO - Epoch [196][320/940] lr: 4.000e-03, eta: 20:57:25, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6582, top5_acc: 0.8465, loss_cls: 1.4398, loss: 1.4398, grad_norm: 4.0638 2022-02-10 13:10:40,674 - mmaction - INFO - Epoch [196][340/940] lr: 4.000e-03, eta: 20:56:58, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6605, top5_acc: 0.8453, loss_cls: 1.4371, loss: 1.4371, grad_norm: 4.0829 2022-02-10 13:11:04,378 - mmaction - INFO - Epoch [196][360/940] lr: 4.000e-03, eta: 20:56:30, time: 1.185, data_time: 0.055, memory: 9497, top1_acc: 0.6568, top5_acc: 0.8379, loss_cls: 1.4404, loss: 1.4404, grad_norm: 4.0143 2022-02-10 13:11:27,981 - mmaction - INFO - Epoch [196][380/940] lr: 4.000e-03, eta: 20:56:03, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6553, top5_acc: 0.8451, loss_cls: 1.4289, loss: 1.4289, grad_norm: 4.0189 2022-02-10 13:11:51,522 - mmaction - INFO - Epoch [196][400/940] lr: 4.000e-03, eta: 20:55:36, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6455, top5_acc: 0.8383, loss_cls: 1.4727, loss: 1.4727, grad_norm: 4.0708 2022-02-10 13:12:15,169 - mmaction - INFO - Epoch [196][420/940] lr: 4.000e-03, eta: 20:55:08, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6467, top5_acc: 0.8428, loss_cls: 1.4705, loss: 1.4705, grad_norm: 4.1115 2022-02-10 13:12:38,747 - mmaction - INFO - Epoch [196][440/940] lr: 4.000e-03, eta: 20:54:41, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6646, top5_acc: 0.8412, loss_cls: 1.4276, loss: 1.4276, grad_norm: 4.0046 2022-02-10 13:13:02,211 - mmaction - INFO - Epoch [196][460/940] lr: 4.000e-03, eta: 20:54:13, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6570, top5_acc: 0.8391, loss_cls: 1.4423, loss: 1.4423, grad_norm: 4.0617 2022-02-10 13:13:25,696 - mmaction - INFO - Epoch [196][480/940] lr: 4.000e-03, eta: 20:53:46, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6600, top5_acc: 0.8451, loss_cls: 1.4416, loss: 1.4416, grad_norm: 4.1098 2022-02-10 13:13:49,367 - mmaction - INFO - Epoch [196][500/940] lr: 4.000e-03, eta: 20:53:19, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.6357, top5_acc: 0.8236, loss_cls: 1.5450, loss: 1.5450, grad_norm: 4.1896 2022-02-10 13:14:12,946 - mmaction - INFO - Epoch [196][520/940] lr: 4.000e-03, eta: 20:52:51, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6434, top5_acc: 0.8338, loss_cls: 1.4927, loss: 1.4927, grad_norm: 4.0821 2022-02-10 13:14:36,557 - mmaction - INFO - Epoch [196][540/940] lr: 4.000e-03, eta: 20:52:24, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6383, top5_acc: 0.8318, loss_cls: 1.5325, loss: 1.5325, grad_norm: 4.1438 2022-02-10 13:15:00,064 - mmaction - INFO - Epoch [196][560/940] lr: 4.000e-03, eta: 20:51:57, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6662, top5_acc: 0.8568, loss_cls: 1.3925, loss: 1.3925, grad_norm: 4.0519 2022-02-10 13:15:23,766 - mmaction - INFO - Epoch [196][580/940] lr: 4.000e-03, eta: 20:51:29, time: 1.185, data_time: 0.062, memory: 9497, top1_acc: 0.6506, top5_acc: 0.8391, loss_cls: 1.4593, loss: 1.4593, grad_norm: 4.0939 2022-02-10 13:15:47,431 - mmaction - INFO - Epoch [196][600/940] lr: 4.000e-03, eta: 20:51:02, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4190, loss: 1.4190, grad_norm: 4.0759 2022-02-10 13:16:10,953 - mmaction - INFO - Epoch [196][620/940] lr: 4.000e-03, eta: 20:50:35, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6516, top5_acc: 0.8396, loss_cls: 1.4592, loss: 1.4592, grad_norm: 4.0890 2022-02-10 13:16:34,507 - mmaction - INFO - Epoch [196][640/940] lr: 4.000e-03, eta: 20:50:07, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6600, top5_acc: 0.8459, loss_cls: 1.4151, loss: 1.4151, grad_norm: 4.0275 2022-02-10 13:16:57,963 - mmaction - INFO - Epoch [196][660/940] lr: 4.000e-03, eta: 20:49:40, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8459, loss_cls: 1.4088, loss: 1.4088, grad_norm: 4.0782 2022-02-10 13:17:21,609 - mmaction - INFO - Epoch [196][680/940] lr: 4.000e-03, eta: 20:49:13, time: 1.183, data_time: 0.062, memory: 9497, top1_acc: 0.6547, top5_acc: 0.8443, loss_cls: 1.4494, loss: 1.4494, grad_norm: 4.0736 2022-02-10 13:17:45,101 - mmaction - INFO - Epoch [196][700/940] lr: 4.000e-03, eta: 20:48:45, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6545, top5_acc: 0.8506, loss_cls: 1.4323, loss: 1.4323, grad_norm: 4.0730 2022-02-10 13:18:08,727 - mmaction - INFO - Epoch [196][720/940] lr: 4.000e-03, eta: 20:48:18, time: 1.182, data_time: 0.069, memory: 9497, top1_acc: 0.6508, top5_acc: 0.8322, loss_cls: 1.4763, loss: 1.4763, grad_norm: 4.1052 2022-02-10 13:18:32,245 - mmaction - INFO - Epoch [196][740/940] lr: 4.000e-03, eta: 20:47:51, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6484, top5_acc: 0.8420, loss_cls: 1.4666, loss: 1.4666, grad_norm: 4.1340 2022-02-10 13:18:55,857 - mmaction - INFO - Epoch [196][760/940] lr: 4.000e-03, eta: 20:47:23, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.6500, top5_acc: 0.8449, loss_cls: 1.4439, loss: 1.4439, grad_norm: 4.1719 2022-02-10 13:19:19,498 - mmaction - INFO - Epoch [196][780/940] lr: 4.000e-03, eta: 20:46:56, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6479, top5_acc: 0.8283, loss_cls: 1.4943, loss: 1.4943, grad_norm: 4.1060 2022-02-10 13:19:43,052 - mmaction - INFO - Epoch [196][800/940] lr: 4.000e-03, eta: 20:46:29, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6432, top5_acc: 0.8340, loss_cls: 1.4946, loss: 1.4946, grad_norm: 4.1247 2022-02-10 13:20:07,521 - mmaction - INFO - Epoch [196][820/940] lr: 4.000e-03, eta: 20:46:01, time: 1.223, data_time: 0.068, memory: 9497, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.4376, loss: 1.4376, grad_norm: 4.0602 2022-02-10 13:20:31,132 - mmaction - INFO - Epoch [196][840/940] lr: 4.000e-03, eta: 20:45:34, time: 1.181, data_time: 0.063, memory: 9497, top1_acc: 0.6598, top5_acc: 0.8455, loss_cls: 1.4465, loss: 1.4465, grad_norm: 4.1004 2022-02-10 13:20:54,682 - mmaction - INFO - Epoch [196][860/940] lr: 4.000e-03, eta: 20:45:07, time: 1.178, data_time: 0.063, memory: 9497, top1_acc: 0.6662, top5_acc: 0.8432, loss_cls: 1.4462, loss: 1.4462, grad_norm: 3.9745 2022-02-10 13:21:18,235 - mmaction - INFO - Epoch [196][880/940] lr: 4.000e-03, eta: 20:44:39, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6486, top5_acc: 0.8416, loss_cls: 1.4795, loss: 1.4795, grad_norm: 4.1565 2022-02-10 13:21:41,752 - mmaction - INFO - Epoch [196][900/940] lr: 4.000e-03, eta: 20:44:12, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6453, top5_acc: 0.8361, loss_cls: 1.4853, loss: 1.4853, grad_norm: 4.0874 2022-02-10 13:22:05,280 - mmaction - INFO - Epoch [196][920/940] lr: 4.000e-03, eta: 20:43:45, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6596, top5_acc: 0.8492, loss_cls: 1.3909, loss: 1.3909, grad_norm: 4.0317 2022-02-10 13:22:27,625 - mmaction - INFO - Epoch [196][940/940] lr: 4.000e-03, eta: 20:43:17, time: 1.118, data_time: 0.058, memory: 9497, top1_acc: 0.6530, top5_acc: 0.8421, loss_cls: 1.4491, loss: 1.4491, grad_norm: 4.1272 2022-02-10 13:25:18,790 - mmaction - INFO - Epoch [197][20/940] lr: 4.000e-04, eta: 20:43:34, time: 8.424, data_time: 6.808, memory: 9497, top1_acc: 0.6668, top5_acc: 0.8451, loss_cls: 1.4086, loss: 1.4086, grad_norm: 3.9208 2022-02-10 13:25:41,911 - mmaction - INFO - Epoch [197][40/940] lr: 4.000e-04, eta: 20:43:07, time: 1.156, data_time: 0.049, memory: 9497, top1_acc: 0.6508, top5_acc: 0.8434, loss_cls: 1.4424, loss: 1.4424, grad_norm: 4.0284 2022-02-10 13:26:05,133 - mmaction - INFO - Epoch [197][60/940] lr: 4.000e-04, eta: 20:42:39, time: 1.162, data_time: 0.048, memory: 9497, top1_acc: 0.6611, top5_acc: 0.8424, loss_cls: 1.4210, loss: 1.4210, grad_norm: 3.9434 2022-02-10 13:26:28,314 - mmaction - INFO - Epoch [197][80/940] lr: 4.000e-04, eta: 20:42:12, time: 1.158, data_time: 0.045, memory: 9497, top1_acc: 0.6488, top5_acc: 0.8387, loss_cls: 1.4639, loss: 1.4639, grad_norm: 4.0536 2022-02-10 13:26:51,560 - mmaction - INFO - Epoch [197][100/940] lr: 4.000e-04, eta: 20:41:44, time: 1.162, data_time: 0.049, memory: 9497, top1_acc: 0.6488, top5_acc: 0.8449, loss_cls: 1.4541, loss: 1.4541, grad_norm: 3.9603 2022-02-10 13:27:14,861 - mmaction - INFO - Epoch [197][120/940] lr: 4.000e-04, eta: 20:41:17, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.6682, top5_acc: 0.8502, loss_cls: 1.3753, loss: 1.3753, grad_norm: 3.9080 2022-02-10 13:27:38,130 - mmaction - INFO - Epoch [197][140/940] lr: 4.000e-04, eta: 20:40:49, time: 1.163, data_time: 0.053, memory: 9497, top1_acc: 0.6641, top5_acc: 0.8482, loss_cls: 1.4094, loss: 1.4094, grad_norm: 3.9243 2022-02-10 13:28:01,483 - mmaction - INFO - Epoch [197][160/940] lr: 4.000e-04, eta: 20:40:22, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8537, loss_cls: 1.3889, loss: 1.3889, grad_norm: 3.9876 2022-02-10 13:28:24,826 - mmaction - INFO - Epoch [197][180/940] lr: 4.000e-04, eta: 20:39:54, time: 1.166, data_time: 0.058, memory: 9497, top1_acc: 0.6662, top5_acc: 0.8479, loss_cls: 1.4109, loss: 1.4109, grad_norm: 3.9214 2022-02-10 13:28:48,224 - mmaction - INFO - Epoch [197][200/940] lr: 4.000e-04, eta: 20:39:27, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.6635, top5_acc: 0.8490, loss_cls: 1.4034, loss: 1.4034, grad_norm: 3.9947 2022-02-10 13:29:11,666 - mmaction - INFO - Epoch [197][220/940] lr: 4.000e-04, eta: 20:39:00, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.6666, top5_acc: 0.8459, loss_cls: 1.4159, loss: 1.4159, grad_norm: 3.9925 2022-02-10 13:29:35,064 - mmaction - INFO - Epoch [197][240/940] lr: 4.000e-04, eta: 20:38:32, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8539, loss_cls: 1.3634, loss: 1.3634, grad_norm: 3.9488 2022-02-10 13:29:58,527 - mmaction - INFO - Epoch [197][260/940] lr: 4.000e-04, eta: 20:38:05, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6670, top5_acc: 0.8475, loss_cls: 1.3907, loss: 1.3907, grad_norm: 4.0070 2022-02-10 13:30:22,090 - mmaction - INFO - Epoch [197][280/940] lr: 4.000e-04, eta: 20:37:38, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6643, top5_acc: 0.8525, loss_cls: 1.3980, loss: 1.3980, grad_norm: 3.9519 2022-02-10 13:30:45,631 - mmaction - INFO - Epoch [197][300/940] lr: 4.000e-04, eta: 20:37:10, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6607, top5_acc: 0.8461, loss_cls: 1.4128, loss: 1.4128, grad_norm: 3.9577 2022-02-10 13:31:08,970 - mmaction - INFO - Epoch [197][320/940] lr: 4.000e-04, eta: 20:36:43, time: 1.168, data_time: 0.059, memory: 9497, top1_acc: 0.6678, top5_acc: 0.8514, loss_cls: 1.4126, loss: 1.4126, grad_norm: 3.9498 2022-02-10 13:31:32,373 - mmaction - INFO - Epoch [197][340/940] lr: 4.000e-04, eta: 20:36:15, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.6707, top5_acc: 0.8451, loss_cls: 1.3824, loss: 1.3824, grad_norm: 3.9343 2022-02-10 13:31:55,803 - mmaction - INFO - Epoch [197][360/940] lr: 4.000e-04, eta: 20:35:48, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8465, loss_cls: 1.4165, loss: 1.4165, grad_norm: 3.9822 2022-02-10 13:32:19,370 - mmaction - INFO - Epoch [197][380/940] lr: 4.000e-04, eta: 20:35:21, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6744, top5_acc: 0.8541, loss_cls: 1.3458, loss: 1.3458, grad_norm: 3.9539 2022-02-10 13:32:42,800 - mmaction - INFO - Epoch [197][400/940] lr: 4.000e-04, eta: 20:34:53, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.6639, top5_acc: 0.8488, loss_cls: 1.4009, loss: 1.4009, grad_norm: 3.9822 2022-02-10 13:33:06,268 - mmaction - INFO - Epoch [197][420/940] lr: 4.000e-04, eta: 20:34:26, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6697, top5_acc: 0.8561, loss_cls: 1.3944, loss: 1.3944, grad_norm: 4.0869 2022-02-10 13:33:29,791 - mmaction - INFO - Epoch [197][440/940] lr: 4.000e-04, eta: 20:33:59, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8557, loss_cls: 1.3551, loss: 1.3551, grad_norm: 3.9962 2022-02-10 13:33:53,286 - mmaction - INFO - Epoch [197][460/940] lr: 4.000e-04, eta: 20:33:31, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6654, top5_acc: 0.8564, loss_cls: 1.3980, loss: 1.3980, grad_norm: 4.0326 2022-02-10 13:34:17,063 - mmaction - INFO - Epoch [197][480/940] lr: 4.000e-04, eta: 20:33:04, time: 1.189, data_time: 0.063, memory: 9497, top1_acc: 0.6598, top5_acc: 0.8432, loss_cls: 1.4045, loss: 1.4045, grad_norm: 4.0223 2022-02-10 13:34:40,587 - mmaction - INFO - Epoch [197][500/940] lr: 4.000e-04, eta: 20:32:37, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6666, top5_acc: 0.8482, loss_cls: 1.3945, loss: 1.3945, grad_norm: 3.9902 2022-02-10 13:35:03,986 - mmaction - INFO - Epoch [197][520/940] lr: 4.000e-04, eta: 20:32:09, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8578, loss_cls: 1.3496, loss: 1.3496, grad_norm: 3.9506 2022-02-10 13:35:27,460 - mmaction - INFO - Epoch [197][540/940] lr: 4.000e-04, eta: 20:31:42, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8525, loss_cls: 1.3571, loss: 1.3571, grad_norm: 3.9484 2022-02-10 13:35:50,936 - mmaction - INFO - Epoch [197][560/940] lr: 4.000e-04, eta: 20:31:14, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8547, loss_cls: 1.3778, loss: 1.3778, grad_norm: 3.9891 2022-02-10 13:36:14,508 - mmaction - INFO - Epoch [197][580/940] lr: 4.000e-04, eta: 20:30:47, time: 1.179, data_time: 0.063, memory: 9497, top1_acc: 0.6605, top5_acc: 0.8508, loss_cls: 1.4265, loss: 1.4265, grad_norm: 4.0720 2022-02-10 13:36:38,020 - mmaction - INFO - Epoch [197][600/940] lr: 4.000e-04, eta: 20:30:20, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8551, loss_cls: 1.3577, loss: 1.3577, grad_norm: 3.9916 2022-02-10 13:37:01,581 - mmaction - INFO - Epoch [197][620/940] lr: 4.000e-04, eta: 20:29:52, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6678, top5_acc: 0.8451, loss_cls: 1.4156, loss: 1.4156, grad_norm: 4.0025 2022-02-10 13:37:25,018 - mmaction - INFO - Epoch [197][640/940] lr: 4.000e-04, eta: 20:29:25, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.6672, top5_acc: 0.8471, loss_cls: 1.3755, loss: 1.3755, grad_norm: 3.9460 2022-02-10 13:37:48,643 - mmaction - INFO - Epoch [197][660/940] lr: 4.000e-04, eta: 20:28:58, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6672, top5_acc: 0.8441, loss_cls: 1.4033, loss: 1.4033, grad_norm: 4.0568 2022-02-10 13:38:12,182 - mmaction - INFO - Epoch [197][680/940] lr: 4.000e-04, eta: 20:28:30, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.6629, top5_acc: 0.8451, loss_cls: 1.3890, loss: 1.3890, grad_norm: 3.9813 2022-02-10 13:38:35,763 - mmaction - INFO - Epoch [197][700/940] lr: 4.000e-04, eta: 20:28:03, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6641, top5_acc: 0.8439, loss_cls: 1.4129, loss: 1.4129, grad_norm: 4.0278 2022-02-10 13:38:59,301 - mmaction - INFO - Epoch [197][720/940] lr: 4.000e-04, eta: 20:27:36, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6633, top5_acc: 0.8471, loss_cls: 1.4109, loss: 1.4109, grad_norm: 4.0164 2022-02-10 13:39:22,778 - mmaction - INFO - Epoch [197][740/940] lr: 4.000e-04, eta: 20:27:08, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6680, top5_acc: 0.8475, loss_cls: 1.4138, loss: 1.4138, grad_norm: 4.0036 2022-02-10 13:39:46,487 - mmaction - INFO - Epoch [197][760/940] lr: 4.000e-04, eta: 20:26:41, time: 1.186, data_time: 0.060, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8539, loss_cls: 1.3624, loss: 1.3624, grad_norm: 3.9615 2022-02-10 13:40:10,034 - mmaction - INFO - Epoch [197][780/940] lr: 4.000e-04, eta: 20:26:14, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8553, loss_cls: 1.3880, loss: 1.3880, grad_norm: 4.0015 2022-02-10 13:40:33,606 - mmaction - INFO - Epoch [197][800/940] lr: 4.000e-04, eta: 20:25:47, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8621, loss_cls: 1.3378, loss: 1.3378, grad_norm: 3.9883 2022-02-10 13:40:57,156 - mmaction - INFO - Epoch [197][820/940] lr: 4.000e-04, eta: 20:25:19, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6701, top5_acc: 0.8512, loss_cls: 1.3947, loss: 1.3947, grad_norm: 4.0855 2022-02-10 13:41:20,673 - mmaction - INFO - Epoch [197][840/940] lr: 4.000e-04, eta: 20:24:52, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6725, top5_acc: 0.8496, loss_cls: 1.3872, loss: 1.3872, grad_norm: 3.9782 2022-02-10 13:41:44,243 - mmaction - INFO - Epoch [197][860/940] lr: 4.000e-04, eta: 20:24:25, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8564, loss_cls: 1.3393, loss: 1.3393, grad_norm: 3.9675 2022-02-10 13:42:07,733 - mmaction - INFO - Epoch [197][880/940] lr: 4.000e-04, eta: 20:23:57, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6639, top5_acc: 0.8484, loss_cls: 1.4129, loss: 1.4129, grad_norm: 4.0759 2022-02-10 13:42:31,220 - mmaction - INFO - Epoch [197][900/940] lr: 4.000e-04, eta: 20:23:30, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6621, top5_acc: 0.8453, loss_cls: 1.4140, loss: 1.4140, grad_norm: 4.1023 2022-02-10 13:42:54,774 - mmaction - INFO - Epoch [197][920/940] lr: 4.000e-04, eta: 20:23:03, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6691, top5_acc: 0.8502, loss_cls: 1.3691, loss: 1.3691, grad_norm: 3.9768 2022-02-10 13:43:18,641 - mmaction - INFO - Epoch [197][940/940] lr: 4.000e-04, eta: 20:22:35, time: 1.194, data_time: 0.133, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8486, loss_cls: 1.3921, loss: 1.3921, grad_norm: 3.9667 2022-02-10 13:46:38,728 - mmaction - INFO - Epoch [198][20/940] lr: 4.000e-04, eta: 20:22:59, time: 9.717, data_time: 8.580, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8512, loss_cls: 1.3611, loss: 1.3611, grad_norm: 3.9982 2022-02-10 13:47:01,885 - mmaction - INFO - Epoch [198][40/940] lr: 4.000e-04, eta: 20:22:32, time: 1.158, data_time: 0.046, memory: 9497, top1_acc: 0.6611, top5_acc: 0.8465, loss_cls: 1.4054, loss: 1.4054, grad_norm: 4.0528 2022-02-10 13:47:25,037 - mmaction - INFO - Epoch [198][60/940] lr: 4.000e-04, eta: 20:22:04, time: 1.158, data_time: 0.048, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8553, loss_cls: 1.3404, loss: 1.3404, grad_norm: 3.9730 2022-02-10 13:47:48,347 - mmaction - INFO - Epoch [198][80/940] lr: 4.000e-04, eta: 20:21:37, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.6605, top5_acc: 0.8453, loss_cls: 1.4119, loss: 1.4119, grad_norm: 4.0399 2022-02-10 13:48:11,605 - mmaction - INFO - Epoch [198][100/940] lr: 4.000e-04, eta: 20:21:09, time: 1.162, data_time: 0.048, memory: 9497, top1_acc: 0.6607, top5_acc: 0.8512, loss_cls: 1.4034, loss: 1.4034, grad_norm: 4.0748 2022-02-10 13:48:34,834 - mmaction - INFO - Epoch [198][120/940] lr: 4.000e-04, eta: 20:20:42, time: 1.162, data_time: 0.052, memory: 9497, top1_acc: 0.6676, top5_acc: 0.8516, loss_cls: 1.3849, loss: 1.3849, grad_norm: 4.0719 2022-02-10 13:48:58,195 - mmaction - INFO - Epoch [198][140/940] lr: 4.000e-04, eta: 20:20:14, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.6564, top5_acc: 0.8449, loss_cls: 1.4235, loss: 1.4235, grad_norm: 4.0159 2022-02-10 13:49:21,598 - mmaction - INFO - Epoch [198][160/940] lr: 4.000e-04, eta: 20:19:47, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8623, loss_cls: 1.3170, loss: 1.3170, grad_norm: 3.8907 2022-02-10 13:49:45,058 - mmaction - INFO - Epoch [198][180/940] lr: 4.000e-04, eta: 20:19:20, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6725, top5_acc: 0.8500, loss_cls: 1.3845, loss: 1.3845, grad_norm: 4.0624 2022-02-10 13:50:09,875 - mmaction - INFO - Epoch [198][200/940] lr: 4.000e-04, eta: 20:18:53, time: 1.241, data_time: 0.059, memory: 9497, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3633, loss: 1.3633, grad_norm: 4.0795 2022-02-10 13:50:33,412 - mmaction - INFO - Epoch [198][220/940] lr: 4.000e-04, eta: 20:18:25, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.6674, top5_acc: 0.8504, loss_cls: 1.3894, loss: 1.3894, grad_norm: 4.0289 2022-02-10 13:50:56,885 - mmaction - INFO - Epoch [198][240/940] lr: 4.000e-04, eta: 20:17:58, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6705, top5_acc: 0.8537, loss_cls: 1.3664, loss: 1.3664, grad_norm: 4.0221 2022-02-10 13:51:20,335 - mmaction - INFO - Epoch [198][260/940] lr: 4.000e-04, eta: 20:17:31, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8605, loss_cls: 1.3551, loss: 1.3551, grad_norm: 4.0432 2022-02-10 13:51:43,868 - mmaction - INFO - Epoch [198][280/940] lr: 4.000e-04, eta: 20:17:03, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6678, top5_acc: 0.8504, loss_cls: 1.3865, loss: 1.3865, grad_norm: 4.0124 2022-02-10 13:52:07,305 - mmaction - INFO - Epoch [198][300/940] lr: 4.000e-04, eta: 20:16:36, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.6715, top5_acc: 0.8504, loss_cls: 1.3731, loss: 1.3731, grad_norm: 4.0298 2022-02-10 13:52:30,799 - mmaction - INFO - Epoch [198][320/940] lr: 4.000e-04, eta: 20:16:09, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8410, loss_cls: 1.3753, loss: 1.3753, grad_norm: 4.0254 2022-02-10 13:52:54,233 - mmaction - INFO - Epoch [198][340/940] lr: 4.000e-04, eta: 20:15:41, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8484, loss_cls: 1.3960, loss: 1.3960, grad_norm: 4.0616 2022-02-10 13:53:17,769 - mmaction - INFO - Epoch [198][360/940] lr: 4.000e-04, eta: 20:15:14, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8545, loss_cls: 1.3496, loss: 1.3496, grad_norm: 4.0369 2022-02-10 13:53:41,338 - mmaction - INFO - Epoch [198][380/940] lr: 4.000e-04, eta: 20:14:47, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8533, loss_cls: 1.3594, loss: 1.3594, grad_norm: 3.9899 2022-02-10 13:54:05,051 - mmaction - INFO - Epoch [198][400/940] lr: 4.000e-04, eta: 20:14:19, time: 1.186, data_time: 0.065, memory: 9497, top1_acc: 0.6658, top5_acc: 0.8439, loss_cls: 1.4005, loss: 1.4005, grad_norm: 4.0390 2022-02-10 13:54:28,720 - mmaction - INFO - Epoch [198][420/940] lr: 4.000e-04, eta: 20:13:52, time: 1.183, data_time: 0.062, memory: 9497, top1_acc: 0.6680, top5_acc: 0.8510, loss_cls: 1.3803, loss: 1.3803, grad_norm: 4.0442 2022-02-10 13:54:52,284 - mmaction - INFO - Epoch [198][440/940] lr: 4.000e-04, eta: 20:13:25, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8533, loss_cls: 1.3476, loss: 1.3476, grad_norm: 3.9685 2022-02-10 13:55:15,918 - mmaction - INFO - Epoch [198][460/940] lr: 4.000e-04, eta: 20:12:57, time: 1.182, data_time: 0.050, memory: 9497, top1_acc: 0.6672, top5_acc: 0.8451, loss_cls: 1.4021, loss: 1.4021, grad_norm: 4.0901 2022-02-10 13:55:39,406 - mmaction - INFO - Epoch [198][480/940] lr: 4.000e-04, eta: 20:12:30, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8555, loss_cls: 1.3232, loss: 1.3232, grad_norm: 3.9729 2022-02-10 13:56:02,908 - mmaction - INFO - Epoch [198][500/940] lr: 4.000e-04, eta: 20:12:03, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6670, top5_acc: 0.8494, loss_cls: 1.3944, loss: 1.3944, grad_norm: 4.1433 2022-02-10 13:56:26,399 - mmaction - INFO - Epoch [198][520/940] lr: 4.000e-04, eta: 20:11:35, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8539, loss_cls: 1.3837, loss: 1.3837, grad_norm: 4.0631 2022-02-10 13:56:49,992 - mmaction - INFO - Epoch [198][540/940] lr: 4.000e-04, eta: 20:11:08, time: 1.180, data_time: 0.066, memory: 9497, top1_acc: 0.6643, top5_acc: 0.8457, loss_cls: 1.4127, loss: 1.4127, grad_norm: 4.0840 2022-02-10 13:57:13,531 - mmaction - INFO - Epoch [198][560/940] lr: 4.000e-04, eta: 20:10:41, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8473, loss_cls: 1.3902, loss: 1.3902, grad_norm: 4.0608 2022-02-10 13:57:37,132 - mmaction - INFO - Epoch [198][580/940] lr: 4.000e-04, eta: 20:10:13, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6604, top5_acc: 0.8434, loss_cls: 1.4111, loss: 1.4111, grad_norm: 4.0493 2022-02-10 13:58:00,628 - mmaction - INFO - Epoch [198][600/940] lr: 4.000e-04, eta: 20:09:46, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8561, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.0674 2022-02-10 13:58:24,112 - mmaction - INFO - Epoch [198][620/940] lr: 4.000e-04, eta: 20:09:19, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6645, top5_acc: 0.8490, loss_cls: 1.4014, loss: 1.4014, grad_norm: 4.1491 2022-02-10 13:58:47,574 - mmaction - INFO - Epoch [198][640/940] lr: 4.000e-04, eta: 20:08:51, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8520, loss_cls: 1.3384, loss: 1.3384, grad_norm: 3.9315 2022-02-10 13:59:11,169 - mmaction - INFO - Epoch [198][660/940] lr: 4.000e-04, eta: 20:08:24, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6643, top5_acc: 0.8492, loss_cls: 1.3933, loss: 1.3933, grad_norm: 4.0732 2022-02-10 13:59:34,734 - mmaction - INFO - Epoch [198][680/940] lr: 4.000e-04, eta: 20:07:57, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6693, top5_acc: 0.8457, loss_cls: 1.3942, loss: 1.3942, grad_norm: 4.1210 2022-02-10 13:59:58,388 - mmaction - INFO - Epoch [198][700/940] lr: 4.000e-04, eta: 20:07:29, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6662, top5_acc: 0.8449, loss_cls: 1.3991, loss: 1.3991, grad_norm: 3.9828 2022-02-10 14:00:21,902 - mmaction - INFO - Epoch [198][720/940] lr: 4.000e-04, eta: 20:07:02, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6578, top5_acc: 0.8439, loss_cls: 1.4388, loss: 1.4388, grad_norm: 4.0510 2022-02-10 14:00:45,400 - mmaction - INFO - Epoch [198][740/940] lr: 4.000e-04, eta: 20:06:35, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6701, top5_acc: 0.8551, loss_cls: 1.3845, loss: 1.3845, grad_norm: 4.0434 2022-02-10 14:01:08,849 - mmaction - INFO - Epoch [198][760/940] lr: 4.000e-04, eta: 20:06:07, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.6680, top5_acc: 0.8574, loss_cls: 1.3830, loss: 1.3830, grad_norm: 4.0297 2022-02-10 14:01:32,404 - mmaction - INFO - Epoch [198][780/940] lr: 4.000e-04, eta: 20:05:40, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8576, loss_cls: 1.3485, loss: 1.3485, grad_norm: 4.0558 2022-02-10 14:01:56,044 - mmaction - INFO - Epoch [198][800/940] lr: 4.000e-04, eta: 20:05:13, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8514, loss_cls: 1.3871, loss: 1.3871, grad_norm: 4.0545 2022-02-10 14:02:19,568 - mmaction - INFO - Epoch [198][820/940] lr: 4.000e-04, eta: 20:04:46, time: 1.176, data_time: 0.065, memory: 9497, top1_acc: 0.6699, top5_acc: 0.8510, loss_cls: 1.3668, loss: 1.3668, grad_norm: 4.0791 2022-02-10 14:02:43,038 - mmaction - INFO - Epoch [198][840/940] lr: 4.000e-04, eta: 20:04:18, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8543, loss_cls: 1.3337, loss: 1.3337, grad_norm: 3.9362 2022-02-10 14:03:06,573 - mmaction - INFO - Epoch [198][860/940] lr: 4.000e-04, eta: 20:03:51, time: 1.177, data_time: 0.064, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8555, loss_cls: 1.3783, loss: 1.3783, grad_norm: 4.0772 2022-02-10 14:03:30,103 - mmaction - INFO - Epoch [198][880/940] lr: 4.000e-04, eta: 20:03:24, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6619, top5_acc: 0.8414, loss_cls: 1.4392, loss: 1.4392, grad_norm: 4.0615 2022-02-10 14:03:53,612 - mmaction - INFO - Epoch [198][900/940] lr: 4.000e-04, eta: 20:02:56, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8494, loss_cls: 1.3785, loss: 1.3785, grad_norm: 4.0654 2022-02-10 14:04:17,094 - mmaction - INFO - Epoch [198][920/940] lr: 4.000e-04, eta: 20:02:29, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6648, top5_acc: 0.8463, loss_cls: 1.4166, loss: 1.4166, grad_norm: 4.1299 2022-02-10 14:04:39,527 - mmaction - INFO - Epoch [198][940/940] lr: 4.000e-04, eta: 20:02:01, time: 1.122, data_time: 0.063, memory: 9497, top1_acc: 0.6741, top5_acc: 0.8504, loss_cls: 1.3887, loss: 1.3887, grad_norm: 4.0729 2022-02-10 14:07:56,106 - mmaction - INFO - Epoch [199][20/940] lr: 4.000e-04, eta: 20:02:23, time: 9.630, data_time: 7.184, memory: 9497, top1_acc: 0.6725, top5_acc: 0.8498, loss_cls: 1.3771, loss: 1.3771, grad_norm: 4.0446 2022-02-10 14:08:18,984 - mmaction - INFO - Epoch [199][40/940] lr: 4.000e-04, eta: 20:01:56, time: 1.144, data_time: 0.049, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8590, loss_cls: 1.3449, loss: 1.3449, grad_norm: 4.0510 2022-02-10 14:08:42,080 - mmaction - INFO - Epoch [199][60/940] lr: 4.000e-04, eta: 20:01:28, time: 1.155, data_time: 0.046, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8490, loss_cls: 1.3763, loss: 1.3763, grad_norm: 4.0052 2022-02-10 14:09:05,324 - mmaction - INFO - Epoch [199][80/940] lr: 4.000e-04, eta: 20:01:01, time: 1.162, data_time: 0.045, memory: 9497, top1_acc: 0.6676, top5_acc: 0.8506, loss_cls: 1.3763, loss: 1.3763, grad_norm: 4.0181 2022-02-10 14:09:28,493 - mmaction - INFO - Epoch [199][100/940] lr: 4.000e-04, eta: 20:00:34, time: 1.158, data_time: 0.046, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8623, loss_cls: 1.3642, loss: 1.3642, grad_norm: 4.0485 2022-02-10 14:09:51,904 - mmaction - INFO - Epoch [199][120/940] lr: 4.000e-04, eta: 20:00:06, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8525, loss_cls: 1.3336, loss: 1.3336, grad_norm: 3.9834 2022-02-10 14:10:15,182 - mmaction - INFO - Epoch [199][140/940] lr: 4.000e-04, eta: 19:59:39, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.6682, top5_acc: 0.8484, loss_cls: 1.3987, loss: 1.3987, grad_norm: 4.0691 2022-02-10 14:10:38,581 - mmaction - INFO - Epoch [199][160/940] lr: 4.000e-04, eta: 19:59:11, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.6639, top5_acc: 0.8488, loss_cls: 1.3968, loss: 1.3968, grad_norm: 4.1085 2022-02-10 14:11:02,048 - mmaction - INFO - Epoch [199][180/940] lr: 4.000e-04, eta: 19:58:44, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8635, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.0802 2022-02-10 14:11:25,373 - mmaction - INFO - Epoch [199][200/940] lr: 4.000e-04, eta: 19:58:17, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8514, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.0483 2022-02-10 14:11:48,751 - mmaction - INFO - Epoch [199][220/940] lr: 4.000e-04, eta: 19:57:49, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8463, loss_cls: 1.3854, loss: 1.3854, grad_norm: 4.0901 2022-02-10 14:12:12,191 - mmaction - INFO - Epoch [199][240/940] lr: 4.000e-04, eta: 19:57:22, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6666, top5_acc: 0.8498, loss_cls: 1.3941, loss: 1.3941, grad_norm: 4.0831 2022-02-10 14:12:35,551 - mmaction - INFO - Epoch [199][260/940] lr: 4.000e-04, eta: 19:56:55, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.6602, top5_acc: 0.8443, loss_cls: 1.4348, loss: 1.4348, grad_norm: 4.1399 2022-02-10 14:12:59,000 - mmaction - INFO - Epoch [199][280/940] lr: 4.000e-04, eta: 19:56:27, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.6672, top5_acc: 0.8457, loss_cls: 1.4100, loss: 1.4100, grad_norm: 4.1164 2022-02-10 14:13:22,456 - mmaction - INFO - Epoch [199][300/940] lr: 4.000e-04, eta: 19:56:00, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8445, loss_cls: 1.3776, loss: 1.3776, grad_norm: 4.0356 2022-02-10 14:13:45,961 - mmaction - INFO - Epoch [199][320/940] lr: 4.000e-04, eta: 19:55:33, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6666, top5_acc: 0.8480, loss_cls: 1.4033, loss: 1.4033, grad_norm: 4.1014 2022-02-10 14:14:09,444 - mmaction - INFO - Epoch [199][340/940] lr: 4.000e-04, eta: 19:55:05, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8479, loss_cls: 1.3791, loss: 1.3791, grad_norm: 4.1139 2022-02-10 14:14:32,837 - mmaction - INFO - Epoch [199][360/940] lr: 4.000e-04, eta: 19:54:38, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.6654, top5_acc: 0.8537, loss_cls: 1.3819, loss: 1.3819, grad_norm: 4.1353 2022-02-10 14:14:56,312 - mmaction - INFO - Epoch [199][380/940] lr: 4.000e-04, eta: 19:54:11, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8551, loss_cls: 1.3634, loss: 1.3634, grad_norm: 3.9938 2022-02-10 14:15:19,698 - mmaction - INFO - Epoch [199][400/940] lr: 4.000e-04, eta: 19:53:43, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.6588, top5_acc: 0.8465, loss_cls: 1.4112, loss: 1.4112, grad_norm: 4.1626 2022-02-10 14:15:43,188 - mmaction - INFO - Epoch [199][420/940] lr: 4.000e-04, eta: 19:53:16, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6631, top5_acc: 0.8500, loss_cls: 1.3977, loss: 1.3977, grad_norm: 4.1768 2022-02-10 14:16:06,618 - mmaction - INFO - Epoch [199][440/940] lr: 4.000e-04, eta: 19:52:49, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.3619, loss: 1.3619, grad_norm: 4.0291 2022-02-10 14:16:29,995 - mmaction - INFO - Epoch [199][460/940] lr: 4.000e-04, eta: 19:52:21, time: 1.169, data_time: 0.060, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8545, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.0541 2022-02-10 14:16:53,597 - mmaction - INFO - Epoch [199][480/940] lr: 4.000e-04, eta: 19:51:54, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.6699, top5_acc: 0.8469, loss_cls: 1.3983, loss: 1.3983, grad_norm: 4.0342 2022-02-10 14:17:17,108 - mmaction - INFO - Epoch [199][500/940] lr: 4.000e-04, eta: 19:51:27, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6715, top5_acc: 0.8494, loss_cls: 1.3971, loss: 1.3971, grad_norm: 4.0981 2022-02-10 14:17:40,749 - mmaction - INFO - Epoch [199][520/940] lr: 4.000e-04, eta: 19:50:59, time: 1.182, data_time: 0.064, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8521, loss_cls: 1.3453, loss: 1.3453, grad_norm: 4.0448 2022-02-10 14:18:04,306 - mmaction - INFO - Epoch [199][540/940] lr: 4.000e-04, eta: 19:50:32, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6654, top5_acc: 0.8408, loss_cls: 1.4295, loss: 1.4295, grad_norm: 4.0291 2022-02-10 14:18:27,812 - mmaction - INFO - Epoch [199][560/940] lr: 4.000e-04, eta: 19:50:05, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6906, top5_acc: 0.8572, loss_cls: 1.3176, loss: 1.3176, grad_norm: 4.0102 2022-02-10 14:18:51,297 - mmaction - INFO - Epoch [199][580/940] lr: 4.000e-04, eta: 19:49:37, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8555, loss_cls: 1.3633, loss: 1.3633, grad_norm: 4.0727 2022-02-10 14:19:14,971 - mmaction - INFO - Epoch [199][600/940] lr: 4.000e-04, eta: 19:49:10, time: 1.184, data_time: 0.060, memory: 9497, top1_acc: 0.6689, top5_acc: 0.8586, loss_cls: 1.3730, loss: 1.3730, grad_norm: 4.1930 2022-02-10 14:19:38,490 - mmaction - INFO - Epoch [199][620/940] lr: 4.000e-04, eta: 19:48:43, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6615, top5_acc: 0.8523, loss_cls: 1.3823, loss: 1.3823, grad_norm: 4.1586 2022-02-10 14:20:02,115 - mmaction - INFO - Epoch [199][640/940] lr: 4.000e-04, eta: 19:48:15, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6654, top5_acc: 0.8559, loss_cls: 1.3743, loss: 1.3743, grad_norm: 4.0888 2022-02-10 14:20:26,018 - mmaction - INFO - Epoch [199][660/940] lr: 4.000e-04, eta: 19:47:48, time: 1.195, data_time: 0.068, memory: 9497, top1_acc: 0.6627, top5_acc: 0.8418, loss_cls: 1.4176, loss: 1.4176, grad_norm: 4.0963 2022-02-10 14:20:49,652 - mmaction - INFO - Epoch [199][680/940] lr: 4.000e-04, eta: 19:47:21, time: 1.182, data_time: 0.060, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8543, loss_cls: 1.3748, loss: 1.3748, grad_norm: 4.0865 2022-02-10 14:21:13,199 - mmaction - INFO - Epoch [199][700/940] lr: 4.000e-04, eta: 19:46:54, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8588, loss_cls: 1.3630, loss: 1.3630, grad_norm: 4.0601 2022-02-10 14:21:36,705 - mmaction - INFO - Epoch [199][720/940] lr: 4.000e-04, eta: 19:46:26, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8566, loss_cls: 1.3677, loss: 1.3677, grad_norm: 4.0855 2022-02-10 14:22:00,139 - mmaction - INFO - Epoch [199][740/940] lr: 4.000e-04, eta: 19:45:59, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8514, loss_cls: 1.3406, loss: 1.3406, grad_norm: 4.0378 2022-02-10 14:22:23,618 - mmaction - INFO - Epoch [199][760/940] lr: 4.000e-04, eta: 19:45:32, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8500, loss_cls: 1.3644, loss: 1.3644, grad_norm: 4.0898 2022-02-10 14:22:47,127 - mmaction - INFO - Epoch [199][780/940] lr: 4.000e-04, eta: 19:45:04, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8557, loss_cls: 1.3483, loss: 1.3483, grad_norm: 4.0466 2022-02-10 14:23:10,689 - mmaction - INFO - Epoch [199][800/940] lr: 4.000e-04, eta: 19:44:37, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8580, loss_cls: 1.3442, loss: 1.3442, grad_norm: 4.0264 2022-02-10 14:23:34,280 - mmaction - INFO - Epoch [199][820/940] lr: 4.000e-04, eta: 19:44:10, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.6707, top5_acc: 0.8537, loss_cls: 1.3784, loss: 1.3784, grad_norm: 4.0999 2022-02-10 14:23:57,930 - mmaction - INFO - Epoch [199][840/940] lr: 4.000e-04, eta: 19:43:43, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6717, top5_acc: 0.8432, loss_cls: 1.3910, loss: 1.3910, grad_norm: 4.0880 2022-02-10 14:24:21,585 - mmaction - INFO - Epoch [199][860/940] lr: 4.000e-04, eta: 19:43:15, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.6686, top5_acc: 0.8471, loss_cls: 1.3890, loss: 1.3890, grad_norm: 4.0633 2022-02-10 14:24:45,194 - mmaction - INFO - Epoch [199][880/940] lr: 4.000e-04, eta: 19:42:48, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6674, top5_acc: 0.8508, loss_cls: 1.3813, loss: 1.3813, grad_norm: 4.1463 2022-02-10 14:25:08,787 - mmaction - INFO - Epoch [199][900/940] lr: 4.000e-04, eta: 19:42:21, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8561, loss_cls: 1.3365, loss: 1.3365, grad_norm: 4.0498 2022-02-10 14:25:32,437 - mmaction - INFO - Epoch [199][920/940] lr: 4.000e-04, eta: 19:41:53, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8508, loss_cls: 1.3429, loss: 1.3429, grad_norm: 4.0455 2022-02-10 14:25:54,881 - mmaction - INFO - Epoch [199][940/940] lr: 4.000e-04, eta: 19:41:26, time: 1.122, data_time: 0.057, memory: 9497, top1_acc: 0.6666, top5_acc: 0.8490, loss_cls: 1.4089, loss: 1.4089, grad_norm: 4.2455 2022-02-10 14:29:55,616 - mmaction - INFO - Epoch [200][20/940] lr: 4.000e-04, eta: 19:41:58, time: 11.575, data_time: 9.770, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8525, loss_cls: 1.3698, loss: 1.3698, grad_norm: 4.0824 2022-02-10 14:30:18,903 - mmaction - INFO - Epoch [200][40/940] lr: 4.000e-04, eta: 19:41:31, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.6713, top5_acc: 0.8574, loss_cls: 1.3553, loss: 1.3553, grad_norm: 4.0865 2022-02-10 14:30:42,069 - mmaction - INFO - Epoch [200][60/940] lr: 4.000e-04, eta: 19:41:03, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8584, loss_cls: 1.3259, loss: 1.3259, grad_norm: 4.0577 2022-02-10 14:31:05,328 - mmaction - INFO - Epoch [200][80/940] lr: 4.000e-04, eta: 19:40:36, time: 1.162, data_time: 0.045, memory: 9497, top1_acc: 0.6711, top5_acc: 0.8506, loss_cls: 1.3833, loss: 1.3833, grad_norm: 4.0706 2022-02-10 14:31:28,660 - mmaction - INFO - Epoch [200][100/940] lr: 4.000e-04, eta: 19:40:08, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8518, loss_cls: 1.3701, loss: 1.3701, grad_norm: 4.0160 2022-02-10 14:31:52,144 - mmaction - INFO - Epoch [200][120/940] lr: 4.000e-04, eta: 19:39:41, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8600, loss_cls: 1.3252, loss: 1.3252, grad_norm: 3.9947 2022-02-10 14:32:15,659 - mmaction - INFO - Epoch [200][140/940] lr: 4.000e-04, eta: 19:39:14, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8557, loss_cls: 1.3566, loss: 1.3566, grad_norm: 4.1342 2022-02-10 14:32:39,048 - mmaction - INFO - Epoch [200][160/940] lr: 4.000e-04, eta: 19:38:46, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8508, loss_cls: 1.3469, loss: 1.3469, grad_norm: 4.0923 2022-02-10 14:33:02,364 - mmaction - INFO - Epoch [200][180/940] lr: 4.000e-04, eta: 19:38:19, time: 1.166, data_time: 0.051, memory: 9497, top1_acc: 0.6693, top5_acc: 0.8463, loss_cls: 1.3765, loss: 1.3765, grad_norm: 4.0554 2022-02-10 14:33:25,718 - mmaction - INFO - Epoch [200][200/940] lr: 4.000e-04, eta: 19:37:52, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.6715, top5_acc: 0.8527, loss_cls: 1.3661, loss: 1.3661, grad_norm: 4.0508 2022-02-10 14:33:49,083 - mmaction - INFO - Epoch [200][220/940] lr: 4.000e-04, eta: 19:37:24, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.6705, top5_acc: 0.8506, loss_cls: 1.3830, loss: 1.3830, grad_norm: 4.1042 2022-02-10 14:34:12,622 - mmaction - INFO - Epoch [200][240/940] lr: 4.000e-04, eta: 19:36:57, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8541, loss_cls: 1.3550, loss: 1.3550, grad_norm: 4.0812 2022-02-10 14:34:36,082 - mmaction - INFO - Epoch [200][260/940] lr: 4.000e-04, eta: 19:36:30, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3603, loss: 1.3603, grad_norm: 4.0752 2022-02-10 14:34:59,503 - mmaction - INFO - Epoch [200][280/940] lr: 4.000e-04, eta: 19:36:02, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8568, loss_cls: 1.3401, loss: 1.3401, grad_norm: 4.0710 2022-02-10 14:35:23,033 - mmaction - INFO - Epoch [200][300/940] lr: 4.000e-04, eta: 19:35:35, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8527, loss_cls: 1.3548, loss: 1.3548, grad_norm: 4.1081 2022-02-10 14:35:46,535 - mmaction - INFO - Epoch [200][320/940] lr: 4.000e-04, eta: 19:35:08, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8574, loss_cls: 1.3364, loss: 1.3364, grad_norm: 4.1221 2022-02-10 14:36:10,114 - mmaction - INFO - Epoch [200][340/940] lr: 4.000e-04, eta: 19:34:40, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8551, loss_cls: 1.3731, loss: 1.3731, grad_norm: 4.0894 2022-02-10 14:36:33,635 - mmaction - INFO - Epoch [200][360/940] lr: 4.000e-04, eta: 19:34:13, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8676, loss_cls: 1.3026, loss: 1.3026, grad_norm: 4.0882 2022-02-10 14:36:57,298 - mmaction - INFO - Epoch [200][380/940] lr: 4.000e-04, eta: 19:33:46, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.6717, top5_acc: 0.8568, loss_cls: 1.3790, loss: 1.3790, grad_norm: 4.1456 2022-02-10 14:37:20,892 - mmaction - INFO - Epoch [200][400/940] lr: 4.000e-04, eta: 19:33:18, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6703, top5_acc: 0.8480, loss_cls: 1.3769, loss: 1.3769, grad_norm: 4.0988 2022-02-10 14:37:44,346 - mmaction - INFO - Epoch [200][420/940] lr: 4.000e-04, eta: 19:32:51, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8562, loss_cls: 1.3651, loss: 1.3651, grad_norm: 4.0897 2022-02-10 14:38:07,852 - mmaction - INFO - Epoch [200][440/940] lr: 4.000e-04, eta: 19:32:24, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8498, loss_cls: 1.3775, loss: 1.3775, grad_norm: 4.1422 2022-02-10 14:38:31,357 - mmaction - INFO - Epoch [200][460/940] lr: 4.000e-04, eta: 19:31:57, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.6701, top5_acc: 0.8506, loss_cls: 1.3873, loss: 1.3873, grad_norm: 4.1395 2022-02-10 14:38:54,946 - mmaction - INFO - Epoch [200][480/940] lr: 4.000e-04, eta: 19:31:29, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8668, loss_cls: 1.3192, loss: 1.3192, grad_norm: 4.0771 2022-02-10 14:39:18,545 - mmaction - INFO - Epoch [200][500/940] lr: 4.000e-04, eta: 19:31:02, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8629, loss_cls: 1.3280, loss: 1.3280, grad_norm: 4.0927 2022-02-10 14:39:42,176 - mmaction - INFO - Epoch [200][520/940] lr: 4.000e-04, eta: 19:30:35, time: 1.182, data_time: 0.062, memory: 9497, top1_acc: 0.6652, top5_acc: 0.8504, loss_cls: 1.3842, loss: 1.3842, grad_norm: 4.1951 2022-02-10 14:40:06,370 - mmaction - INFO - Epoch [200][540/940] lr: 4.000e-04, eta: 19:30:08, time: 1.210, data_time: 0.063, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8457, loss_cls: 1.3764, loss: 1.3764, grad_norm: 4.1170 2022-02-10 14:40:29,903 - mmaction - INFO - Epoch [200][560/940] lr: 4.000e-04, eta: 19:29:40, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8588, loss_cls: 1.3382, loss: 1.3382, grad_norm: 4.0807 2022-02-10 14:40:53,513 - mmaction - INFO - Epoch [200][580/940] lr: 4.000e-04, eta: 19:29:13, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8504, loss_cls: 1.3813, loss: 1.3813, grad_norm: 4.1431 2022-02-10 14:41:17,103 - mmaction - INFO - Epoch [200][600/940] lr: 4.000e-04, eta: 19:28:46, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6699, top5_acc: 0.8596, loss_cls: 1.3759, loss: 1.3759, grad_norm: 4.1752 2022-02-10 14:41:40,694 - mmaction - INFO - Epoch [200][620/940] lr: 4.000e-04, eta: 19:28:18, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6701, top5_acc: 0.8543, loss_cls: 1.3817, loss: 1.3817, grad_norm: 4.1024 2022-02-10 14:42:04,239 - mmaction - INFO - Epoch [200][640/940] lr: 4.000e-04, eta: 19:27:51, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3678, loss: 1.3678, grad_norm: 4.0405 2022-02-10 14:42:27,825 - mmaction - INFO - Epoch [200][660/940] lr: 4.000e-04, eta: 19:27:24, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8549, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.0634 2022-02-10 14:42:51,546 - mmaction - INFO - Epoch [200][680/940] lr: 4.000e-04, eta: 19:26:57, time: 1.186, data_time: 0.065, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8604, loss_cls: 1.3269, loss: 1.3269, grad_norm: 4.0769 2022-02-10 14:43:15,273 - mmaction - INFO - Epoch [200][700/940] lr: 4.000e-04, eta: 19:26:29, time: 1.186, data_time: 0.059, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8541, loss_cls: 1.3568, loss: 1.3568, grad_norm: 4.0640 2022-02-10 14:43:38,856 - mmaction - INFO - Epoch [200][720/940] lr: 4.000e-04, eta: 19:26:02, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8516, loss_cls: 1.3775, loss: 1.3775, grad_norm: 4.1367 2022-02-10 14:44:02,363 - mmaction - INFO - Epoch [200][740/940] lr: 4.000e-04, eta: 19:25:35, time: 1.175, data_time: 0.066, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8506, loss_cls: 1.3743, loss: 1.3743, grad_norm: 4.1666 2022-02-10 14:44:25,871 - mmaction - INFO - Epoch [200][760/940] lr: 4.000e-04, eta: 19:25:07, time: 1.175, data_time: 0.064, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8529, loss_cls: 1.3423, loss: 1.3423, grad_norm: 4.1067 2022-02-10 14:44:49,389 - mmaction - INFO - Epoch [200][780/940] lr: 4.000e-04, eta: 19:24:40, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6676, top5_acc: 0.8477, loss_cls: 1.3868, loss: 1.3868, grad_norm: 4.0418 2022-02-10 14:45:12,841 - mmaction - INFO - Epoch [200][800/940] lr: 4.000e-04, eta: 19:24:13, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8623, loss_cls: 1.3271, loss: 1.3271, grad_norm: 4.1250 2022-02-10 14:45:36,423 - mmaction - INFO - Epoch [200][820/940] lr: 4.000e-04, eta: 19:23:46, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8605, loss_cls: 1.3553, loss: 1.3553, grad_norm: 4.0775 2022-02-10 14:45:59,869 - mmaction - INFO - Epoch [200][840/940] lr: 4.000e-04, eta: 19:23:18, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8525, loss_cls: 1.3171, loss: 1.3171, grad_norm: 4.0198 2022-02-10 14:46:23,452 - mmaction - INFO - Epoch [200][860/940] lr: 4.000e-04, eta: 19:22:51, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8590, loss_cls: 1.3451, loss: 1.3451, grad_norm: 4.0522 2022-02-10 14:46:47,087 - mmaction - INFO - Epoch [200][880/940] lr: 4.000e-04, eta: 19:22:24, time: 1.183, data_time: 0.063, memory: 9497, top1_acc: 0.6711, top5_acc: 0.8441, loss_cls: 1.3789, loss: 1.3789, grad_norm: 4.0322 2022-02-10 14:47:10,726 - mmaction - INFO - Epoch [200][900/940] lr: 4.000e-04, eta: 19:21:56, time: 1.181, data_time: 0.064, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8449, loss_cls: 1.3672, loss: 1.3672, grad_norm: 4.1051 2022-02-10 14:47:34,339 - mmaction - INFO - Epoch [200][920/940] lr: 4.000e-04, eta: 19:21:29, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8521, loss_cls: 1.3765, loss: 1.3765, grad_norm: 4.1105 2022-02-10 14:47:56,680 - mmaction - INFO - Epoch [200][940/940] lr: 4.000e-04, eta: 19:21:01, time: 1.117, data_time: 0.058, memory: 9497, top1_acc: 0.6638, top5_acc: 0.8480, loss_cls: 1.3962, loss: 1.3962, grad_norm: 4.1529 2022-02-10 14:47:59,672 - mmaction - INFO - Saving checkpoint at 200 epochs 2022-02-10 14:51:18,783 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 14:51:19,484 - mmaction - INFO - top1_acc 0.6900 top5_acc 0.8834 2022-02-10 14:51:19,485 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 14:51:19,517 - mmaction - INFO - mean_acc 0.6899 2022-02-10 14:51:19,519 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_190.pth was removed 2022-02-10 14:51:21,015 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_200.pth. 2022-02-10 14:51:21,015 - mmaction - INFO - Best top1_acc is 0.6900 at 200 epoch. 2022-02-10 14:51:21,023 - mmaction - INFO - Epoch(val) [200][78] top1_acc: 0.6900, top5_acc: 0.8834, mean_class_accuracy: 0.6899 2022-02-10 14:53:53,898 - mmaction - INFO - Epoch [201][20/940] lr: 4.000e-04, eta: 19:21:10, time: 7.642, data_time: 6.040, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8516, loss_cls: 1.3427, loss: 1.3427, grad_norm: 4.0581 2022-02-10 14:54:17,086 - mmaction - INFO - Epoch [201][40/940] lr: 4.000e-04, eta: 19:20:43, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8518, loss_cls: 1.3564, loss: 1.3564, grad_norm: 4.0611 2022-02-10 14:54:40,180 - mmaction - INFO - Epoch [201][60/940] lr: 4.000e-04, eta: 19:20:16, time: 1.155, data_time: 0.042, memory: 9497, top1_acc: 0.6697, top5_acc: 0.8545, loss_cls: 1.3813, loss: 1.3813, grad_norm: 4.1143 2022-02-10 14:55:03,418 - mmaction - INFO - Epoch [201][80/940] lr: 4.000e-04, eta: 19:19:48, time: 1.162, data_time: 0.041, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8514, loss_cls: 1.3875, loss: 1.3875, grad_norm: 4.1636 2022-02-10 14:55:26,621 - mmaction - INFO - Epoch [201][100/940] lr: 4.000e-04, eta: 19:19:21, time: 1.161, data_time: 0.043, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3227, loss: 1.3227, grad_norm: 4.0861 2022-02-10 14:55:50,009 - mmaction - INFO - Epoch [201][120/940] lr: 4.000e-04, eta: 19:18:53, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8537, loss_cls: 1.3578, loss: 1.3578, grad_norm: 4.1568 2022-02-10 14:56:13,416 - mmaction - INFO - Epoch [201][140/940] lr: 4.000e-04, eta: 19:18:26, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8531, loss_cls: 1.3505, loss: 1.3505, grad_norm: 4.1398 2022-02-10 14:56:36,784 - mmaction - INFO - Epoch [201][160/940] lr: 4.000e-04, eta: 19:17:59, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8605, loss_cls: 1.3491, loss: 1.3491, grad_norm: 4.0968 2022-02-10 14:57:00,191 - mmaction - INFO - Epoch [201][180/940] lr: 4.000e-04, eta: 19:17:31, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8537, loss_cls: 1.3637, loss: 1.3637, grad_norm: 4.1269 2022-02-10 14:57:23,692 - mmaction - INFO - Epoch [201][200/940] lr: 4.000e-04, eta: 19:17:04, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8533, loss_cls: 1.3600, loss: 1.3600, grad_norm: 4.1566 2022-02-10 14:57:47,166 - mmaction - INFO - Epoch [201][220/940] lr: 4.000e-04, eta: 19:16:37, time: 1.174, data_time: 0.041, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8564, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.0099 2022-02-10 14:58:10,831 - mmaction - INFO - Epoch [201][240/940] lr: 4.000e-04, eta: 19:16:10, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8520, loss_cls: 1.3622, loss: 1.3622, grad_norm: 4.0986 2022-02-10 14:58:34,270 - mmaction - INFO - Epoch [201][260/940] lr: 4.000e-04, eta: 19:15:42, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6635, top5_acc: 0.8488, loss_cls: 1.4006, loss: 1.4006, grad_norm: 4.1635 2022-02-10 14:58:58,030 - mmaction - INFO - Epoch [201][280/940] lr: 4.000e-04, eta: 19:15:15, time: 1.188, data_time: 0.051, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8551, loss_cls: 1.3553, loss: 1.3553, grad_norm: 4.1022 2022-02-10 14:59:21,625 - mmaction - INFO - Epoch [201][300/940] lr: 4.000e-04, eta: 19:14:48, time: 1.180, data_time: 0.046, memory: 9497, top1_acc: 0.6633, top5_acc: 0.8420, loss_cls: 1.4147, loss: 1.4147, grad_norm: 4.1599 2022-02-10 14:59:45,139 - mmaction - INFO - Epoch [201][320/940] lr: 4.000e-04, eta: 19:14:20, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6682, top5_acc: 0.8479, loss_cls: 1.3950, loss: 1.3950, grad_norm: 4.1940 2022-02-10 15:00:08,904 - mmaction - INFO - Epoch [201][340/940] lr: 4.000e-04, eta: 19:13:53, time: 1.189, data_time: 0.049, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8607, loss_cls: 1.3561, loss: 1.3561, grad_norm: 4.1408 2022-02-10 15:00:32,556 - mmaction - INFO - Epoch [201][360/940] lr: 4.000e-04, eta: 19:13:26, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8533, loss_cls: 1.3367, loss: 1.3367, grad_norm: 4.0883 2022-02-10 15:00:56,236 - mmaction - INFO - Epoch [201][380/940] lr: 4.000e-04, eta: 19:12:59, time: 1.184, data_time: 0.048, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8516, loss_cls: 1.3580, loss: 1.3580, grad_norm: 4.1210 2022-02-10 15:01:19,683 - mmaction - INFO - Epoch [201][400/940] lr: 4.000e-04, eta: 19:12:31, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6684, top5_acc: 0.8461, loss_cls: 1.3859, loss: 1.3859, grad_norm: 4.1493 2022-02-10 15:01:43,243 - mmaction - INFO - Epoch [201][420/940] lr: 4.000e-04, eta: 19:12:04, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.6662, top5_acc: 0.8480, loss_cls: 1.3941, loss: 1.3941, grad_norm: 4.1323 2022-02-10 15:02:06,844 - mmaction - INFO - Epoch [201][440/940] lr: 4.000e-04, eta: 19:11:37, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8549, loss_cls: 1.3651, loss: 1.3651, grad_norm: 4.1117 2022-02-10 15:02:30,439 - mmaction - INFO - Epoch [201][460/940] lr: 4.000e-04, eta: 19:11:10, time: 1.180, data_time: 0.047, memory: 9497, top1_acc: 0.6658, top5_acc: 0.8547, loss_cls: 1.3695, loss: 1.3695, grad_norm: 4.0975 2022-02-10 15:02:53,939 - mmaction - INFO - Epoch [201][480/940] lr: 4.000e-04, eta: 19:10:42, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6707, top5_acc: 0.8531, loss_cls: 1.3749, loss: 1.3749, grad_norm: 4.1212 2022-02-10 15:03:17,430 - mmaction - INFO - Epoch [201][500/940] lr: 4.000e-04, eta: 19:10:15, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8582, loss_cls: 1.3302, loss: 1.3302, grad_norm: 4.0607 2022-02-10 15:03:40,998 - mmaction - INFO - Epoch [201][520/940] lr: 4.000e-04, eta: 19:09:48, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6646, top5_acc: 0.8475, loss_cls: 1.4247, loss: 1.4247, grad_norm: 4.1828 2022-02-10 15:04:04,698 - mmaction - INFO - Epoch [201][540/940] lr: 4.000e-04, eta: 19:09:20, time: 1.185, data_time: 0.058, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8512, loss_cls: 1.3531, loss: 1.3531, grad_norm: 4.0783 2022-02-10 15:04:28,230 - mmaction - INFO - Epoch [201][560/940] lr: 4.000e-04, eta: 19:08:53, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6691, top5_acc: 0.8512, loss_cls: 1.3744, loss: 1.3744, grad_norm: 4.1648 2022-02-10 15:04:51,670 - mmaction - INFO - Epoch [201][580/940] lr: 4.000e-04, eta: 19:08:26, time: 1.171, data_time: 0.042, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8576, loss_cls: 1.3445, loss: 1.3445, grad_norm: 4.0787 2022-02-10 15:05:15,212 - mmaction - INFO - Epoch [201][600/940] lr: 4.000e-04, eta: 19:07:59, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.6717, top5_acc: 0.8508, loss_cls: 1.3872, loss: 1.3872, grad_norm: 4.1436 2022-02-10 15:05:38,692 - mmaction - INFO - Epoch [201][620/940] lr: 4.000e-04, eta: 19:07:31, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8553, loss_cls: 1.3618, loss: 1.3618, grad_norm: 4.1221 2022-02-10 15:06:02,184 - mmaction - INFO - Epoch [201][640/940] lr: 4.000e-04, eta: 19:07:04, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8564, loss_cls: 1.3354, loss: 1.3354, grad_norm: 4.1035 2022-02-10 15:06:25,601 - mmaction - INFO - Epoch [201][660/940] lr: 4.000e-04, eta: 19:06:37, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8484, loss_cls: 1.3870, loss: 1.3870, grad_norm: 4.1261 2022-02-10 15:06:49,122 - mmaction - INFO - Epoch [201][680/940] lr: 4.000e-04, eta: 19:06:09, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3608, loss: 1.3608, grad_norm: 4.1161 2022-02-10 15:07:12,642 - mmaction - INFO - Epoch [201][700/940] lr: 4.000e-04, eta: 19:05:42, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8490, loss_cls: 1.3822, loss: 1.3822, grad_norm: 4.1242 2022-02-10 15:07:36,256 - mmaction - INFO - Epoch [201][720/940] lr: 4.000e-04, eta: 19:05:15, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8592, loss_cls: 1.3317, loss: 1.3317, grad_norm: 4.1273 2022-02-10 15:07:59,834 - mmaction - INFO - Epoch [201][740/940] lr: 4.000e-04, eta: 19:04:48, time: 1.179, data_time: 0.048, memory: 9497, top1_acc: 0.6639, top5_acc: 0.8475, loss_cls: 1.3992, loss: 1.3992, grad_norm: 4.1988 2022-02-10 15:08:23,429 - mmaction - INFO - Epoch [201][760/940] lr: 4.000e-04, eta: 19:04:20, time: 1.180, data_time: 0.046, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8561, loss_cls: 1.3492, loss: 1.3492, grad_norm: 4.1253 2022-02-10 15:08:47,014 - mmaction - INFO - Epoch [201][780/940] lr: 4.000e-04, eta: 19:03:53, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.4002, loss: 1.4002, grad_norm: 4.2410 2022-02-10 15:09:10,649 - mmaction - INFO - Epoch [201][800/940] lr: 4.000e-04, eta: 19:03:26, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.6580, top5_acc: 0.8410, loss_cls: 1.4396, loss: 1.4396, grad_norm: 4.2770 2022-02-10 15:09:34,211 - mmaction - INFO - Epoch [201][820/940] lr: 4.000e-04, eta: 19:02:59, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8561, loss_cls: 1.3466, loss: 1.3466, grad_norm: 4.0501 2022-02-10 15:09:57,673 - mmaction - INFO - Epoch [201][840/940] lr: 4.000e-04, eta: 19:02:31, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6668, top5_acc: 0.8488, loss_cls: 1.3881, loss: 1.3881, grad_norm: 4.2169 2022-02-10 15:10:23,362 - mmaction - INFO - Epoch [201][860/940] lr: 4.000e-04, eta: 19:02:05, time: 1.284, data_time: 0.057, memory: 9497, top1_acc: 0.6654, top5_acc: 0.8500, loss_cls: 1.3990, loss: 1.3990, grad_norm: 4.2124 2022-02-10 15:10:46,936 - mmaction - INFO - Epoch [201][880/940] lr: 4.000e-04, eta: 19:01:37, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.3650, loss: 1.3650, grad_norm: 4.1305 2022-02-10 15:11:10,356 - mmaction - INFO - Epoch [201][900/940] lr: 4.000e-04, eta: 19:01:10, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.6674, top5_acc: 0.8557, loss_cls: 1.3706, loss: 1.3706, grad_norm: 4.1071 2022-02-10 15:11:34,119 - mmaction - INFO - Epoch [201][920/940] lr: 4.000e-04, eta: 19:00:43, time: 1.189, data_time: 0.059, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8535, loss_cls: 1.3753, loss: 1.3753, grad_norm: 4.1817 2022-02-10 15:11:56,468 - mmaction - INFO - Epoch [201][940/940] lr: 4.000e-04, eta: 19:00:15, time: 1.117, data_time: 0.048, memory: 9497, top1_acc: 0.6658, top5_acc: 0.8537, loss_cls: 1.4060, loss: 1.4060, grad_norm: 4.2007 2022-02-10 15:15:28,750 - mmaction - INFO - Epoch [202][20/940] lr: 4.000e-04, eta: 19:00:38, time: 10.347, data_time: 9.050, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8445, loss_cls: 1.3997, loss: 1.3997, grad_norm: 4.1502 2022-02-10 15:15:51,910 - mmaction - INFO - Epoch [202][40/940] lr: 4.000e-04, eta: 19:00:11, time: 1.158, data_time: 0.056, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8619, loss_cls: 1.3402, loss: 1.3402, grad_norm: 4.1079 2022-02-10 15:16:15,007 - mmaction - INFO - Epoch [202][60/940] lr: 4.000e-04, eta: 18:59:43, time: 1.155, data_time: 0.048, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8562, loss_cls: 1.3293, loss: 1.3293, grad_norm: 4.1017 2022-02-10 15:16:38,330 - mmaction - INFO - Epoch [202][80/940] lr: 4.000e-04, eta: 18:59:16, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8613, loss_cls: 1.3259, loss: 1.3259, grad_norm: 4.0962 2022-02-10 15:17:01,597 - mmaction - INFO - Epoch [202][100/940] lr: 4.000e-04, eta: 18:58:49, time: 1.164, data_time: 0.046, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8652, loss_cls: 1.2951, loss: 1.2951, grad_norm: 4.0444 2022-02-10 15:17:24,874 - mmaction - INFO - Epoch [202][120/940] lr: 4.000e-04, eta: 18:58:21, time: 1.163, data_time: 0.052, memory: 9497, top1_acc: 0.6629, top5_acc: 0.8471, loss_cls: 1.4268, loss: 1.4268, grad_norm: 4.2191 2022-02-10 15:17:48,043 - mmaction - INFO - Epoch [202][140/940] lr: 4.000e-04, eta: 18:57:54, time: 1.159, data_time: 0.059, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8588, loss_cls: 1.3518, loss: 1.3518, grad_norm: 4.0968 2022-02-10 15:18:11,418 - mmaction - INFO - Epoch [202][160/940] lr: 4.000e-04, eta: 18:57:26, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8502, loss_cls: 1.3623, loss: 1.3623, grad_norm: 4.0980 2022-02-10 15:18:34,774 - mmaction - INFO - Epoch [202][180/940] lr: 4.000e-04, eta: 18:56:59, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8521, loss_cls: 1.3598, loss: 1.3598, grad_norm: 4.1703 2022-02-10 15:18:58,155 - mmaction - INFO - Epoch [202][200/940] lr: 4.000e-04, eta: 18:56:32, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.6641, top5_acc: 0.8467, loss_cls: 1.3960, loss: 1.3960, grad_norm: 4.2208 2022-02-10 15:19:21,571 - mmaction - INFO - Epoch [202][220/940] lr: 4.000e-04, eta: 18:56:05, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8557, loss_cls: 1.3543, loss: 1.3543, grad_norm: 4.1124 2022-02-10 15:19:44,978 - mmaction - INFO - Epoch [202][240/940] lr: 4.000e-04, eta: 18:55:37, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.6680, top5_acc: 0.8463, loss_cls: 1.4079, loss: 1.4079, grad_norm: 4.1776 2022-02-10 15:20:08,490 - mmaction - INFO - Epoch [202][260/940] lr: 4.000e-04, eta: 18:55:10, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6730, top5_acc: 0.8463, loss_cls: 1.3771, loss: 1.3771, grad_norm: 4.1341 2022-02-10 15:20:31,990 - mmaction - INFO - Epoch [202][280/940] lr: 4.000e-04, eta: 18:54:43, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8496, loss_cls: 1.3450, loss: 1.3450, grad_norm: 4.0922 2022-02-10 15:20:55,431 - mmaction - INFO - Epoch [202][300/940] lr: 4.000e-04, eta: 18:54:15, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.6900, top5_acc: 0.8549, loss_cls: 1.3457, loss: 1.3457, grad_norm: 4.0392 2022-02-10 15:21:18,912 - mmaction - INFO - Epoch [202][320/940] lr: 4.000e-04, eta: 18:53:48, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.6717, top5_acc: 0.8533, loss_cls: 1.3828, loss: 1.3828, grad_norm: 4.2258 2022-02-10 15:21:42,417 - mmaction - INFO - Epoch [202][340/940] lr: 4.000e-04, eta: 18:53:21, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8543, loss_cls: 1.3580, loss: 1.3580, grad_norm: 4.1323 2022-02-10 15:22:05,911 - mmaction - INFO - Epoch [202][360/940] lr: 4.000e-04, eta: 18:52:53, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8535, loss_cls: 1.3731, loss: 1.3731, grad_norm: 4.1180 2022-02-10 15:22:29,437 - mmaction - INFO - Epoch [202][380/940] lr: 4.000e-04, eta: 18:52:26, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8535, loss_cls: 1.3572, loss: 1.3572, grad_norm: 4.1411 2022-02-10 15:22:52,942 - mmaction - INFO - Epoch [202][400/940] lr: 4.000e-04, eta: 18:51:59, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.6703, top5_acc: 0.8543, loss_cls: 1.3615, loss: 1.3615, grad_norm: 4.1516 2022-02-10 15:23:16,503 - mmaction - INFO - Epoch [202][420/940] lr: 4.000e-04, eta: 18:51:32, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3724, loss: 1.3724, grad_norm: 4.1912 2022-02-10 15:23:39,941 - mmaction - INFO - Epoch [202][440/940] lr: 4.000e-04, eta: 18:51:04, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8557, loss_cls: 1.3668, loss: 1.3668, grad_norm: 4.1139 2022-02-10 15:24:03,366 - mmaction - INFO - Epoch [202][460/940] lr: 4.000e-04, eta: 18:50:37, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8549, loss_cls: 1.3506, loss: 1.3506, grad_norm: 4.1179 2022-02-10 15:24:26,912 - mmaction - INFO - Epoch [202][480/940] lr: 4.000e-04, eta: 18:50:10, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8637, loss_cls: 1.3191, loss: 1.3191, grad_norm: 4.1559 2022-02-10 15:24:50,305 - mmaction - INFO - Epoch [202][500/940] lr: 4.000e-04, eta: 18:49:42, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.6674, top5_acc: 0.8486, loss_cls: 1.3892, loss: 1.3892, grad_norm: 4.2476 2022-02-10 15:25:13,806 - mmaction - INFO - Epoch [202][520/940] lr: 4.000e-04, eta: 18:49:15, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8617, loss_cls: 1.3043, loss: 1.3043, grad_norm: 4.1399 2022-02-10 15:25:37,260 - mmaction - INFO - Epoch [202][540/940] lr: 4.000e-04, eta: 18:48:48, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4101, loss: 1.4101, grad_norm: 4.2157 2022-02-10 15:26:00,727 - mmaction - INFO - Epoch [202][560/940] lr: 4.000e-04, eta: 18:48:21, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8539, loss_cls: 1.3713, loss: 1.3713, grad_norm: 4.2018 2022-02-10 15:26:24,357 - mmaction - INFO - Epoch [202][580/940] lr: 4.000e-04, eta: 18:47:53, time: 1.182, data_time: 0.060, memory: 9497, top1_acc: 0.6654, top5_acc: 0.8512, loss_cls: 1.4022, loss: 1.4022, grad_norm: 4.2649 2022-02-10 15:26:47,927 - mmaction - INFO - Epoch [202][600/940] lr: 4.000e-04, eta: 18:47:26, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8561, loss_cls: 1.3338, loss: 1.3338, grad_norm: 4.1157 2022-02-10 15:27:11,588 - mmaction - INFO - Epoch [202][620/940] lr: 4.000e-04, eta: 18:46:59, time: 1.183, data_time: 0.064, memory: 9497, top1_acc: 0.6697, top5_acc: 0.8492, loss_cls: 1.4033, loss: 1.4033, grad_norm: 4.1067 2022-02-10 15:27:35,176 - mmaction - INFO - Epoch [202][640/940] lr: 4.000e-04, eta: 18:46:32, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8588, loss_cls: 1.3425, loss: 1.3425, grad_norm: 4.1948 2022-02-10 15:27:59,054 - mmaction - INFO - Epoch [202][660/940] lr: 4.000e-04, eta: 18:46:04, time: 1.194, data_time: 0.054, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3807, loss: 1.3807, grad_norm: 4.1974 2022-02-10 15:28:22,639 - mmaction - INFO - Epoch [202][680/940] lr: 4.000e-04, eta: 18:45:37, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3816, loss: 1.3816, grad_norm: 4.2303 2022-02-10 15:28:46,126 - mmaction - INFO - Epoch [202][700/940] lr: 4.000e-04, eta: 18:45:10, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6744, top5_acc: 0.8480, loss_cls: 1.3966, loss: 1.3966, grad_norm: 4.1613 2022-02-10 15:29:09,621 - mmaction - INFO - Epoch [202][720/940] lr: 4.000e-04, eta: 18:44:43, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6715, top5_acc: 0.8463, loss_cls: 1.4005, loss: 1.4005, grad_norm: 4.1984 2022-02-10 15:29:33,070 - mmaction - INFO - Epoch [202][740/940] lr: 4.000e-04, eta: 18:44:15, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8604, loss_cls: 1.3465, loss: 1.3465, grad_norm: 4.1890 2022-02-10 15:29:56,575 - mmaction - INFO - Epoch [202][760/940] lr: 4.000e-04, eta: 18:43:48, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8562, loss_cls: 1.3578, loss: 1.3578, grad_norm: 4.1488 2022-02-10 15:30:20,207 - mmaction - INFO - Epoch [202][780/940] lr: 4.000e-04, eta: 18:43:21, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8576, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.1464 2022-02-10 15:30:43,649 - mmaction - INFO - Epoch [202][800/940] lr: 4.000e-04, eta: 18:42:53, time: 1.172, data_time: 0.068, memory: 9497, top1_acc: 0.6934, top5_acc: 0.8631, loss_cls: 1.3115, loss: 1.3115, grad_norm: 4.0178 2022-02-10 15:31:07,127 - mmaction - INFO - Epoch [202][820/940] lr: 4.000e-04, eta: 18:42:26, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6650, top5_acc: 0.8463, loss_cls: 1.3963, loss: 1.3963, grad_norm: 4.2498 2022-02-10 15:31:30,638 - mmaction - INFO - Epoch [202][840/940] lr: 4.000e-04, eta: 18:41:59, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8584, loss_cls: 1.3360, loss: 1.3360, grad_norm: 4.1278 2022-02-10 15:31:54,106 - mmaction - INFO - Epoch [202][860/940] lr: 4.000e-04, eta: 18:41:32, time: 1.173, data_time: 0.064, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8578, loss_cls: 1.3342, loss: 1.3342, grad_norm: 4.1614 2022-02-10 15:32:17,851 - mmaction - INFO - Epoch [202][880/940] lr: 4.000e-04, eta: 18:41:04, time: 1.188, data_time: 0.069, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8607, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.1151 2022-02-10 15:32:41,377 - mmaction - INFO - Epoch [202][900/940] lr: 4.000e-04, eta: 18:40:37, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6676, top5_acc: 0.8502, loss_cls: 1.3911, loss: 1.3911, grad_norm: 4.1613 2022-02-10 15:33:04,952 - mmaction - INFO - Epoch [202][920/940] lr: 4.000e-04, eta: 18:40:10, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8527, loss_cls: 1.3731, loss: 1.3731, grad_norm: 4.1164 2022-02-10 15:33:27,410 - mmaction - INFO - Epoch [202][940/940] lr: 4.000e-04, eta: 18:39:42, time: 1.123, data_time: 0.059, memory: 9497, top1_acc: 0.6765, top5_acc: 0.8535, loss_cls: 1.3902, loss: 1.3902, grad_norm: 4.2300 2022-02-10 15:37:02,101 - mmaction - INFO - Epoch [203][20/940] lr: 4.000e-04, eta: 18:40:04, time: 10.400, data_time: 9.241, memory: 9497, top1_acc: 0.6660, top5_acc: 0.8533, loss_cls: 1.3837, loss: 1.3837, grad_norm: 4.2323 2022-02-10 15:37:25,053 - mmaction - INFO - Epoch [203][40/940] lr: 4.000e-04, eta: 18:39:37, time: 1.147, data_time: 0.046, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8516, loss_cls: 1.3691, loss: 1.3691, grad_norm: 4.1356 2022-02-10 15:37:48,195 - mmaction - INFO - Epoch [203][60/940] lr: 4.000e-04, eta: 18:39:10, time: 1.157, data_time: 0.044, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8588, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.1254 2022-02-10 15:38:11,416 - mmaction - INFO - Epoch [203][80/940] lr: 4.000e-04, eta: 18:38:42, time: 1.161, data_time: 0.044, memory: 9497, top1_acc: 0.6674, top5_acc: 0.8447, loss_cls: 1.3986, loss: 1.3986, grad_norm: 4.1600 2022-02-10 15:38:34,741 - mmaction - INFO - Epoch [203][100/940] lr: 4.000e-04, eta: 18:38:15, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8592, loss_cls: 1.3402, loss: 1.3402, grad_norm: 4.1406 2022-02-10 15:38:58,161 - mmaction - INFO - Epoch [203][120/940] lr: 4.000e-04, eta: 18:37:48, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8611, loss_cls: 1.3187, loss: 1.3187, grad_norm: 4.0759 2022-02-10 15:39:21,583 - mmaction - INFO - Epoch [203][140/940] lr: 4.000e-04, eta: 18:37:20, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6742, top5_acc: 0.8551, loss_cls: 1.3606, loss: 1.3606, grad_norm: 4.1949 2022-02-10 15:39:45,043 - mmaction - INFO - Epoch [203][160/940] lr: 4.000e-04, eta: 18:36:53, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8576, loss_cls: 1.3257, loss: 1.3257, grad_norm: 4.0929 2022-02-10 15:40:09,193 - mmaction - INFO - Epoch [203][180/940] lr: 4.000e-04, eta: 18:36:26, time: 1.208, data_time: 0.070, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8586, loss_cls: 1.3473, loss: 1.3473, grad_norm: 4.1701 2022-02-10 15:40:32,679 - mmaction - INFO - Epoch [203][200/940] lr: 4.000e-04, eta: 18:35:59, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8527, loss_cls: 1.3563, loss: 1.3563, grad_norm: 4.1304 2022-02-10 15:40:56,233 - mmaction - INFO - Epoch [203][220/940] lr: 4.000e-04, eta: 18:35:31, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8578, loss_cls: 1.3296, loss: 1.3296, grad_norm: 4.0857 2022-02-10 15:41:19,800 - mmaction - INFO - Epoch [203][240/940] lr: 4.000e-04, eta: 18:35:04, time: 1.178, data_time: 0.063, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8482, loss_cls: 1.3847, loss: 1.3847, grad_norm: 4.1976 2022-02-10 15:41:43,196 - mmaction - INFO - Epoch [203][260/940] lr: 4.000e-04, eta: 18:34:37, time: 1.170, data_time: 0.060, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8537, loss_cls: 1.3496, loss: 1.3496, grad_norm: 4.2058 2022-02-10 15:42:06,567 - mmaction - INFO - Epoch [203][280/940] lr: 4.000e-04, eta: 18:34:09, time: 1.168, data_time: 0.058, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8576, loss_cls: 1.3451, loss: 1.3451, grad_norm: 4.2121 2022-02-10 15:42:30,306 - mmaction - INFO - Epoch [203][300/940] lr: 4.000e-04, eta: 18:33:42, time: 1.187, data_time: 0.061, memory: 9497, top1_acc: 0.6693, top5_acc: 0.8490, loss_cls: 1.3775, loss: 1.3775, grad_norm: 4.2219 2022-02-10 15:42:53,933 - mmaction - INFO - Epoch [203][320/940] lr: 4.000e-04, eta: 18:33:15, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6697, top5_acc: 0.8471, loss_cls: 1.3959, loss: 1.3959, grad_norm: 4.1913 2022-02-10 15:43:17,476 - mmaction - INFO - Epoch [203][340/940] lr: 4.000e-04, eta: 18:32:48, time: 1.177, data_time: 0.065, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8516, loss_cls: 1.3501, loss: 1.3501, grad_norm: 4.1417 2022-02-10 15:43:41,114 - mmaction - INFO - Epoch [203][360/940] lr: 4.000e-04, eta: 18:32:21, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8504, loss_cls: 1.3727, loss: 1.3727, grad_norm: 4.1374 2022-02-10 15:44:04,729 - mmaction - INFO - Epoch [203][380/940] lr: 4.000e-04, eta: 18:31:53, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8531, loss_cls: 1.3624, loss: 1.3624, grad_norm: 4.1540 2022-02-10 15:44:28,286 - mmaction - INFO - Epoch [203][400/940] lr: 4.000e-04, eta: 18:31:26, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8518, loss_cls: 1.3557, loss: 1.3557, grad_norm: 4.1060 2022-02-10 15:44:51,791 - mmaction - INFO - Epoch [203][420/940] lr: 4.000e-04, eta: 18:30:59, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8553, loss_cls: 1.3584, loss: 1.3584, grad_norm: 4.1561 2022-02-10 15:45:15,386 - mmaction - INFO - Epoch [203][440/940] lr: 4.000e-04, eta: 18:30:31, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8549, loss_cls: 1.3668, loss: 1.3668, grad_norm: 4.1217 2022-02-10 15:45:38,858 - mmaction - INFO - Epoch [203][460/940] lr: 4.000e-04, eta: 18:30:04, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8518, loss_cls: 1.3561, loss: 1.3561, grad_norm: 4.1799 2022-02-10 15:46:02,621 - mmaction - INFO - Epoch [203][480/940] lr: 4.000e-04, eta: 18:29:37, time: 1.188, data_time: 0.060, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8639, loss_cls: 1.3165, loss: 1.3165, grad_norm: 4.1022 2022-02-10 15:46:26,231 - mmaction - INFO - Epoch [203][500/940] lr: 4.000e-04, eta: 18:29:10, time: 1.181, data_time: 0.063, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8582, loss_cls: 1.3427, loss: 1.3427, grad_norm: 4.1194 2022-02-10 15:46:49,829 - mmaction - INFO - Epoch [203][520/940] lr: 4.000e-04, eta: 18:28:43, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8533, loss_cls: 1.3495, loss: 1.3495, grad_norm: 4.1400 2022-02-10 15:47:13,466 - mmaction - INFO - Epoch [203][540/940] lr: 4.000e-04, eta: 18:28:15, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8555, loss_cls: 1.3565, loss: 1.3565, grad_norm: 4.1617 2022-02-10 15:47:36,982 - mmaction - INFO - Epoch [203][560/940] lr: 4.000e-04, eta: 18:27:48, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8559, loss_cls: 1.3571, loss: 1.3571, grad_norm: 4.1597 2022-02-10 15:48:00,497 - mmaction - INFO - Epoch [203][580/940] lr: 4.000e-04, eta: 18:27:21, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8561, loss_cls: 1.3385, loss: 1.3385, grad_norm: 4.2098 2022-02-10 15:48:24,126 - mmaction - INFO - Epoch [203][600/940] lr: 4.000e-04, eta: 18:26:54, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6641, top5_acc: 0.8488, loss_cls: 1.3763, loss: 1.3763, grad_norm: 4.2116 2022-02-10 15:48:47,533 - mmaction - INFO - Epoch [203][620/940] lr: 4.000e-04, eta: 18:26:26, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.6711, top5_acc: 0.8420, loss_cls: 1.4217, loss: 1.4217, grad_norm: 4.1974 2022-02-10 15:49:11,024 - mmaction - INFO - Epoch [203][640/940] lr: 4.000e-04, eta: 18:25:59, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8574, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.1552 2022-02-10 15:49:34,614 - mmaction - INFO - Epoch [203][660/940] lr: 4.000e-04, eta: 18:25:32, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6709, top5_acc: 0.8586, loss_cls: 1.3498, loss: 1.3498, grad_norm: 4.1311 2022-02-10 15:49:58,121 - mmaction - INFO - Epoch [203][680/940] lr: 4.000e-04, eta: 18:25:04, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8562, loss_cls: 1.3306, loss: 1.3306, grad_norm: 4.1336 2022-02-10 15:50:22,338 - mmaction - INFO - Epoch [203][700/940] lr: 4.000e-04, eta: 18:24:37, time: 1.211, data_time: 0.054, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8492, loss_cls: 1.3863, loss: 1.3863, grad_norm: 4.2304 2022-02-10 15:50:45,897 - mmaction - INFO - Epoch [203][720/940] lr: 4.000e-04, eta: 18:24:10, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6645, top5_acc: 0.8445, loss_cls: 1.4039, loss: 1.4039, grad_norm: 4.1843 2022-02-10 15:51:09,502 - mmaction - INFO - Epoch [203][740/940] lr: 4.000e-04, eta: 18:23:43, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8561, loss_cls: 1.3390, loss: 1.3390, grad_norm: 4.0964 2022-02-10 15:51:33,025 - mmaction - INFO - Epoch [203][760/940] lr: 4.000e-04, eta: 18:23:16, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8561, loss_cls: 1.3528, loss: 1.3528, grad_norm: 4.1860 2022-02-10 15:51:56,696 - mmaction - INFO - Epoch [203][780/940] lr: 4.000e-04, eta: 18:22:48, time: 1.183, data_time: 0.050, memory: 9497, top1_acc: 0.6717, top5_acc: 0.8504, loss_cls: 1.3803, loss: 1.3803, grad_norm: 4.1921 2022-02-10 15:52:20,315 - mmaction - INFO - Epoch [203][800/940] lr: 4.000e-04, eta: 18:22:21, time: 1.182, data_time: 0.060, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8508, loss_cls: 1.3787, loss: 1.3787, grad_norm: 4.1609 2022-02-10 15:52:43,817 - mmaction - INFO - Epoch [203][820/940] lr: 4.000e-04, eta: 18:21:54, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6713, top5_acc: 0.8471, loss_cls: 1.3853, loss: 1.3853, grad_norm: 4.2018 2022-02-10 15:53:07,300 - mmaction - INFO - Epoch [203][840/940] lr: 4.000e-04, eta: 18:21:27, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3325, loss: 1.3325, grad_norm: 4.1230 2022-02-10 15:53:30,663 - mmaction - INFO - Epoch [203][860/940] lr: 4.000e-04, eta: 18:20:59, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8531, loss_cls: 1.3567, loss: 1.3567, grad_norm: 4.1581 2022-02-10 15:53:54,136 - mmaction - INFO - Epoch [203][880/940] lr: 4.000e-04, eta: 18:20:32, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8586, loss_cls: 1.3316, loss: 1.3316, grad_norm: 4.1819 2022-02-10 15:54:17,795 - mmaction - INFO - Epoch [203][900/940] lr: 4.000e-04, eta: 18:20:05, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.6676, top5_acc: 0.8555, loss_cls: 1.3560, loss: 1.3560, grad_norm: 4.1926 2022-02-10 15:54:41,310 - mmaction - INFO - Epoch [203][920/940] lr: 4.000e-04, eta: 18:19:38, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8539, loss_cls: 1.3390, loss: 1.3390, grad_norm: 4.0901 2022-02-10 15:55:03,683 - mmaction - INFO - Epoch [203][940/940] lr: 4.000e-04, eta: 18:19:10, time: 1.119, data_time: 0.063, memory: 9497, top1_acc: 0.6723, top5_acc: 0.8573, loss_cls: 1.3631, loss: 1.3631, grad_norm: 4.1552 2022-02-10 15:58:19,771 - mmaction - INFO - Epoch [204][20/940] lr: 4.000e-04, eta: 18:19:27, time: 9.687, data_time: 7.417, memory: 9497, top1_acc: 0.6672, top5_acc: 0.8482, loss_cls: 1.3886, loss: 1.3886, grad_norm: 4.2068 2022-02-10 15:58:42,981 - mmaction - INFO - Epoch [204][40/940] lr: 4.000e-04, eta: 18:19:00, time: 1.160, data_time: 0.050, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8521, loss_cls: 1.3616, loss: 1.3616, grad_norm: 4.1489 2022-02-10 15:59:06,158 - mmaction - INFO - Epoch [204][60/940] lr: 4.000e-04, eta: 18:18:33, time: 1.159, data_time: 0.049, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8500, loss_cls: 1.3575, loss: 1.3575, grad_norm: 4.1795 2022-02-10 15:59:29,450 - mmaction - INFO - Epoch [204][80/940] lr: 4.000e-04, eta: 18:18:05, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8637, loss_cls: 1.3061, loss: 1.3061, grad_norm: 4.0927 2022-02-10 15:59:52,893 - mmaction - INFO - Epoch [204][100/940] lr: 4.000e-04, eta: 18:17:38, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8553, loss_cls: 1.3600, loss: 1.3600, grad_norm: 4.1603 2022-02-10 16:00:20,225 - mmaction - INFO - Epoch [204][120/940] lr: 4.000e-04, eta: 18:17:12, time: 1.363, data_time: 0.057, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8613, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.1274 2022-02-10 16:00:43,615 - mmaction - INFO - Epoch [204][140/940] lr: 4.000e-04, eta: 18:16:44, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.6687, top5_acc: 0.8545, loss_cls: 1.3724, loss: 1.3724, grad_norm: 4.1738 2022-02-10 16:01:07,325 - mmaction - INFO - Epoch [204][160/940] lr: 4.000e-04, eta: 18:16:17, time: 1.185, data_time: 0.052, memory: 9497, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.3021, loss: 1.3021, grad_norm: 4.1521 2022-02-10 16:01:30,724 - mmaction - INFO - Epoch [204][180/940] lr: 4.000e-04, eta: 18:15:50, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.6645, top5_acc: 0.8479, loss_cls: 1.4060, loss: 1.4060, grad_norm: 4.2475 2022-02-10 16:01:54,273 - mmaction - INFO - Epoch [204][200/940] lr: 4.000e-04, eta: 18:15:23, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8561, loss_cls: 1.3571, loss: 1.3571, grad_norm: 4.2367 2022-02-10 16:02:17,529 - mmaction - INFO - Epoch [204][220/940] lr: 4.000e-04, eta: 18:14:55, time: 1.162, data_time: 0.056, memory: 9497, top1_acc: 0.6725, top5_acc: 0.8600, loss_cls: 1.3355, loss: 1.3355, grad_norm: 4.1995 2022-02-10 16:02:41,501 - mmaction - INFO - Epoch [204][240/940] lr: 4.000e-04, eta: 18:14:28, time: 1.200, data_time: 0.063, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8617, loss_cls: 1.3366, loss: 1.3366, grad_norm: 4.1031 2022-02-10 16:03:04,863 - mmaction - INFO - Epoch [204][260/940] lr: 4.000e-04, eta: 18:14:01, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.6697, top5_acc: 0.8568, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.2010 2022-02-10 16:03:28,325 - mmaction - INFO - Epoch [204][280/940] lr: 4.000e-04, eta: 18:13:34, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8498, loss_cls: 1.3667, loss: 1.3667, grad_norm: 4.1695 2022-02-10 16:03:51,813 - mmaction - INFO - Epoch [204][300/940] lr: 4.000e-04, eta: 18:13:06, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6715, top5_acc: 0.8525, loss_cls: 1.3593, loss: 1.3593, grad_norm: 4.2630 2022-02-10 16:04:15,246 - mmaction - INFO - Epoch [204][320/940] lr: 4.000e-04, eta: 18:12:39, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8662, loss_cls: 1.2950, loss: 1.2950, grad_norm: 4.0857 2022-02-10 16:04:38,719 - mmaction - INFO - Epoch [204][340/940] lr: 4.000e-04, eta: 18:12:12, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6701, top5_acc: 0.8537, loss_cls: 1.3554, loss: 1.3554, grad_norm: 4.1429 2022-02-10 16:05:02,184 - mmaction - INFO - Epoch [204][360/940] lr: 4.000e-04, eta: 18:11:45, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8621, loss_cls: 1.3004, loss: 1.3004, grad_norm: 4.1235 2022-02-10 16:05:25,712 - mmaction - INFO - Epoch [204][380/940] lr: 4.000e-04, eta: 18:11:17, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8615, loss_cls: 1.3316, loss: 1.3316, grad_norm: 4.2140 2022-02-10 16:05:49,190 - mmaction - INFO - Epoch [204][400/940] lr: 4.000e-04, eta: 18:10:50, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8553, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.1617 2022-02-10 16:06:12,634 - mmaction - INFO - Epoch [204][420/940] lr: 4.000e-04, eta: 18:10:23, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8596, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.1755 2022-02-10 16:06:36,171 - mmaction - INFO - Epoch [204][440/940] lr: 4.000e-04, eta: 18:09:55, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6689, top5_acc: 0.8502, loss_cls: 1.3887, loss: 1.3887, grad_norm: 4.2524 2022-02-10 16:06:59,800 - mmaction - INFO - Epoch [204][460/940] lr: 4.000e-04, eta: 18:09:28, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.3810, loss: 1.3810, grad_norm: 4.1879 2022-02-10 16:07:23,297 - mmaction - INFO - Epoch [204][480/940] lr: 4.000e-04, eta: 18:09:01, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8557, loss_cls: 1.3611, loss: 1.3611, grad_norm: 4.2154 2022-02-10 16:07:46,814 - mmaction - INFO - Epoch [204][500/940] lr: 4.000e-04, eta: 18:08:34, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6691, top5_acc: 0.8475, loss_cls: 1.3633, loss: 1.3633, grad_norm: 4.1502 2022-02-10 16:08:10,433 - mmaction - INFO - Epoch [204][520/940] lr: 4.000e-04, eta: 18:08:07, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8504, loss_cls: 1.3611, loss: 1.3611, grad_norm: 4.1624 2022-02-10 16:08:34,047 - mmaction - INFO - Epoch [204][540/940] lr: 4.000e-04, eta: 18:07:39, time: 1.181, data_time: 0.064, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8594, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.1891 2022-02-10 16:08:57,696 - mmaction - INFO - Epoch [204][560/940] lr: 4.000e-04, eta: 18:07:12, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8619, loss_cls: 1.3282, loss: 1.3282, grad_norm: 4.1343 2022-02-10 16:09:21,267 - mmaction - INFO - Epoch [204][580/940] lr: 4.000e-04, eta: 18:06:45, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8527, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.1358 2022-02-10 16:09:44,898 - mmaction - INFO - Epoch [204][600/940] lr: 4.000e-04, eta: 18:06:18, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8580, loss_cls: 1.3363, loss: 1.3363, grad_norm: 4.1167 2022-02-10 16:10:08,722 - mmaction - INFO - Epoch [204][620/940] lr: 4.000e-04, eta: 18:05:50, time: 1.191, data_time: 0.065, memory: 9497, top1_acc: 0.6652, top5_acc: 0.8473, loss_cls: 1.3900, loss: 1.3900, grad_norm: 4.2046 2022-02-10 16:10:32,241 - mmaction - INFO - Epoch [204][640/940] lr: 4.000e-04, eta: 18:05:23, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8494, loss_cls: 1.3661, loss: 1.3661, grad_norm: 4.2300 2022-02-10 16:10:55,869 - mmaction - INFO - Epoch [204][660/940] lr: 4.000e-04, eta: 18:04:56, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8611, loss_cls: 1.3460, loss: 1.3460, grad_norm: 4.1234 2022-02-10 16:11:19,381 - mmaction - INFO - Epoch [204][680/940] lr: 4.000e-04, eta: 18:04:29, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6668, top5_acc: 0.8496, loss_cls: 1.3844, loss: 1.3844, grad_norm: 4.2404 2022-02-10 16:11:43,026 - mmaction - INFO - Epoch [204][700/940] lr: 4.000e-04, eta: 18:04:02, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8578, loss_cls: 1.3320, loss: 1.3320, grad_norm: 4.1808 2022-02-10 16:12:06,663 - mmaction - INFO - Epoch [204][720/940] lr: 4.000e-04, eta: 18:03:34, time: 1.182, data_time: 0.063, memory: 9497, top1_acc: 0.6715, top5_acc: 0.8512, loss_cls: 1.3462, loss: 1.3462, grad_norm: 4.2134 2022-02-10 16:12:30,395 - mmaction - INFO - Epoch [204][740/940] lr: 4.000e-04, eta: 18:03:07, time: 1.187, data_time: 0.056, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.1807 2022-02-10 16:12:53,855 - mmaction - INFO - Epoch [204][760/940] lr: 4.000e-04, eta: 18:02:40, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8564, loss_cls: 1.3345, loss: 1.3345, grad_norm: 4.1348 2022-02-10 16:13:17,428 - mmaction - INFO - Epoch [204][780/940] lr: 4.000e-04, eta: 18:02:13, time: 1.179, data_time: 0.064, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8611, loss_cls: 1.3319, loss: 1.3319, grad_norm: 4.1244 2022-02-10 16:13:41,049 - mmaction - INFO - Epoch [204][800/940] lr: 4.000e-04, eta: 18:01:45, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8592, loss_cls: 1.3529, loss: 1.3529, grad_norm: 4.1850 2022-02-10 16:14:04,809 - mmaction - INFO - Epoch [204][820/940] lr: 4.000e-04, eta: 18:01:18, time: 1.188, data_time: 0.062, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8477, loss_cls: 1.3534, loss: 1.3534, grad_norm: 4.2132 2022-02-10 16:14:28,385 - mmaction - INFO - Epoch [204][840/940] lr: 4.000e-04, eta: 18:00:51, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8545, loss_cls: 1.3787, loss: 1.3787, grad_norm: 4.1870 2022-02-10 16:14:51,973 - mmaction - INFO - Epoch [204][860/940] lr: 4.000e-04, eta: 18:00:24, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6717, top5_acc: 0.8514, loss_cls: 1.3698, loss: 1.3698, grad_norm: 4.2461 2022-02-10 16:15:15,481 - mmaction - INFO - Epoch [204][880/940] lr: 4.000e-04, eta: 17:59:57, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8521, loss_cls: 1.3736, loss: 1.3736, grad_norm: 4.1657 2022-02-10 16:15:39,085 - mmaction - INFO - Epoch [204][900/940] lr: 4.000e-04, eta: 17:59:29, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6602, top5_acc: 0.8486, loss_cls: 1.3891, loss: 1.3891, grad_norm: 4.1587 2022-02-10 16:16:02,684 - mmaction - INFO - Epoch [204][920/940] lr: 4.000e-04, eta: 17:59:02, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6703, top5_acc: 0.8479, loss_cls: 1.3659, loss: 1.3659, grad_norm: 4.1377 2022-02-10 16:16:25,022 - mmaction - INFO - Epoch [204][940/940] lr: 4.000e-04, eta: 17:58:35, time: 1.118, data_time: 0.057, memory: 9497, top1_acc: 0.6652, top5_acc: 0.8460, loss_cls: 1.4008, loss: 1.4008, grad_norm: 4.2107 2022-02-10 16:19:05,283 - mmaction - INFO - Epoch [205][20/940] lr: 4.000e-04, eta: 17:58:41, time: 7.764, data_time: 6.536, memory: 9497, top1_acc: 0.6729, top5_acc: 0.8514, loss_cls: 1.3860, loss: 1.3860, grad_norm: 4.2741 2022-02-10 16:19:28,428 - mmaction - INFO - Epoch [205][40/940] lr: 4.000e-04, eta: 17:58:14, time: 1.157, data_time: 0.052, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8480, loss_cls: 1.3710, loss: 1.3710, grad_norm: 4.1701 2022-02-10 16:19:51,682 - mmaction - INFO - Epoch [205][60/940] lr: 4.000e-04, eta: 17:57:46, time: 1.163, data_time: 0.051, memory: 9497, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.3633, loss: 1.3633, grad_norm: 4.1622 2022-02-10 16:20:14,976 - mmaction - INFO - Epoch [205][80/940] lr: 4.000e-04, eta: 17:57:19, time: 1.164, data_time: 0.042, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8568, loss_cls: 1.3280, loss: 1.3280, grad_norm: 4.1348 2022-02-10 16:20:38,428 - mmaction - INFO - Epoch [205][100/940] lr: 4.000e-04, eta: 17:56:52, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8498, loss_cls: 1.3614, loss: 1.3614, grad_norm: 4.1605 2022-02-10 16:21:01,980 - mmaction - INFO - Epoch [205][120/940] lr: 4.000e-04, eta: 17:56:24, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6689, top5_acc: 0.8541, loss_cls: 1.4103, loss: 1.4103, grad_norm: 4.2386 2022-02-10 16:21:25,413 - mmaction - INFO - Epoch [205][140/940] lr: 4.000e-04, eta: 17:55:57, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6662, top5_acc: 0.8510, loss_cls: 1.3894, loss: 1.3894, grad_norm: 4.2545 2022-02-10 16:21:48,870 - mmaction - INFO - Epoch [205][160/940] lr: 4.000e-04, eta: 17:55:30, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8574, loss_cls: 1.3318, loss: 1.3318, grad_norm: 4.1849 2022-02-10 16:22:12,285 - mmaction - INFO - Epoch [205][180/940] lr: 4.000e-04, eta: 17:55:03, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8605, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.2146 2022-02-10 16:22:35,744 - mmaction - INFO - Epoch [205][200/940] lr: 4.000e-04, eta: 17:54:35, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8531, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.1109 2022-02-10 16:22:59,417 - mmaction - INFO - Epoch [205][220/940] lr: 4.000e-04, eta: 17:54:08, time: 1.184, data_time: 0.048, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8613, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.1038 2022-02-10 16:23:22,937 - mmaction - INFO - Epoch [205][240/940] lr: 4.000e-04, eta: 17:53:41, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3481, loss: 1.3481, grad_norm: 4.1105 2022-02-10 16:23:46,530 - mmaction - INFO - Epoch [205][260/940] lr: 4.000e-04, eta: 17:53:14, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8520, loss_cls: 1.3680, loss: 1.3680, grad_norm: 4.2049 2022-02-10 16:24:09,982 - mmaction - INFO - Epoch [205][280/940] lr: 4.000e-04, eta: 17:52:47, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8492, loss_cls: 1.3660, loss: 1.3660, grad_norm: 4.1233 2022-02-10 16:24:33,497 - mmaction - INFO - Epoch [205][300/940] lr: 4.000e-04, eta: 17:52:19, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8549, loss_cls: 1.3483, loss: 1.3483, grad_norm: 4.2152 2022-02-10 16:24:56,954 - mmaction - INFO - Epoch [205][320/940] lr: 4.000e-04, eta: 17:51:52, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8498, loss_cls: 1.3706, loss: 1.3706, grad_norm: 4.1493 2022-02-10 16:25:20,382 - mmaction - INFO - Epoch [205][340/940] lr: 4.000e-04, eta: 17:51:25, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.6717, top5_acc: 0.8523, loss_cls: 1.3550, loss: 1.3550, grad_norm: 4.2227 2022-02-10 16:25:43,900 - mmaction - INFO - Epoch [205][360/940] lr: 4.000e-04, eta: 17:50:58, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6664, top5_acc: 0.8479, loss_cls: 1.3871, loss: 1.3871, grad_norm: 4.1913 2022-02-10 16:26:07,306 - mmaction - INFO - Epoch [205][380/940] lr: 4.000e-04, eta: 17:50:30, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.6717, top5_acc: 0.8512, loss_cls: 1.3744, loss: 1.3744, grad_norm: 4.2581 2022-02-10 16:26:30,811 - mmaction - INFO - Epoch [205][400/940] lr: 4.000e-04, eta: 17:50:03, time: 1.175, data_time: 0.065, memory: 9497, top1_acc: 0.6707, top5_acc: 0.8527, loss_cls: 1.3662, loss: 1.3662, grad_norm: 4.1593 2022-02-10 16:26:54,294 - mmaction - INFO - Epoch [205][420/940] lr: 4.000e-04, eta: 17:49:36, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3446, loss: 1.3446, grad_norm: 4.1611 2022-02-10 16:27:17,753 - mmaction - INFO - Epoch [205][440/940] lr: 4.000e-04, eta: 17:49:09, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8562, loss_cls: 1.3538, loss: 1.3538, grad_norm: 4.1221 2022-02-10 16:27:41,267 - mmaction - INFO - Epoch [205][460/940] lr: 4.000e-04, eta: 17:48:41, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6689, top5_acc: 0.8570, loss_cls: 1.3601, loss: 1.3601, grad_norm: 4.1755 2022-02-10 16:28:04,763 - mmaction - INFO - Epoch [205][480/940] lr: 4.000e-04, eta: 17:48:14, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8551, loss_cls: 1.3658, loss: 1.3658, grad_norm: 4.1820 2022-02-10 16:28:28,239 - mmaction - INFO - Epoch [205][500/940] lr: 4.000e-04, eta: 17:47:47, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6682, top5_acc: 0.8520, loss_cls: 1.3838, loss: 1.3838, grad_norm: 4.1926 2022-02-10 16:28:51,745 - mmaction - INFO - Epoch [205][520/940] lr: 4.000e-04, eta: 17:47:20, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.3004, loss: 1.3004, grad_norm: 4.1608 2022-02-10 16:29:15,231 - mmaction - INFO - Epoch [205][540/940] lr: 4.000e-04, eta: 17:46:52, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8609, loss_cls: 1.3193, loss: 1.3193, grad_norm: 4.1336 2022-02-10 16:29:38,614 - mmaction - INFO - Epoch [205][560/940] lr: 4.000e-04, eta: 17:46:25, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8574, loss_cls: 1.3096, loss: 1.3096, grad_norm: 4.1262 2022-02-10 16:30:02,130 - mmaction - INFO - Epoch [205][580/940] lr: 4.000e-04, eta: 17:45:58, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8561, loss_cls: 1.3784, loss: 1.3784, grad_norm: 4.2407 2022-02-10 16:30:25,704 - mmaction - INFO - Epoch [205][600/940] lr: 4.000e-04, eta: 17:45:31, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8588, loss_cls: 1.3312, loss: 1.3312, grad_norm: 4.1355 2022-02-10 16:30:49,217 - mmaction - INFO - Epoch [205][620/940] lr: 4.000e-04, eta: 17:45:03, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3414, loss: 1.3414, grad_norm: 4.1803 2022-02-10 16:31:12,805 - mmaction - INFO - Epoch [205][640/940] lr: 4.000e-04, eta: 17:44:36, time: 1.179, data_time: 0.063, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8535, loss_cls: 1.3511, loss: 1.3511, grad_norm: 4.1962 2022-02-10 16:31:36,287 - mmaction - INFO - Epoch [205][660/940] lr: 4.000e-04, eta: 17:44:09, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8512, loss_cls: 1.3308, loss: 1.3308, grad_norm: 4.1336 2022-02-10 16:31:59,654 - mmaction - INFO - Epoch [205][680/940] lr: 4.000e-04, eta: 17:43:42, time: 1.168, data_time: 0.058, memory: 9497, top1_acc: 0.6711, top5_acc: 0.8494, loss_cls: 1.3647, loss: 1.3647, grad_norm: 4.2245 2022-02-10 16:32:23,259 - mmaction - INFO - Epoch [205][700/940] lr: 4.000e-04, eta: 17:43:14, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8621, loss_cls: 1.3111, loss: 1.3111, grad_norm: 4.1336 2022-02-10 16:32:46,826 - mmaction - INFO - Epoch [205][720/940] lr: 4.000e-04, eta: 17:42:47, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8518, loss_cls: 1.3571, loss: 1.3571, grad_norm: 4.2316 2022-02-10 16:33:10,341 - mmaction - INFO - Epoch [205][740/940] lr: 4.000e-04, eta: 17:42:20, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3655, loss: 1.3655, grad_norm: 4.1937 2022-02-10 16:33:33,900 - mmaction - INFO - Epoch [205][760/940] lr: 4.000e-04, eta: 17:41:53, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6686, top5_acc: 0.8582, loss_cls: 1.3779, loss: 1.3779, grad_norm: 4.2641 2022-02-10 16:33:57,467 - mmaction - INFO - Epoch [205][780/940] lr: 4.000e-04, eta: 17:41:26, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6707, top5_acc: 0.8551, loss_cls: 1.4009, loss: 1.4009, grad_norm: 4.2593 2022-02-10 16:34:20,949 - mmaction - INFO - Epoch [205][800/940] lr: 4.000e-04, eta: 17:40:58, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8551, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.1121 2022-02-10 16:34:44,454 - mmaction - INFO - Epoch [205][820/940] lr: 4.000e-04, eta: 17:40:31, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6639, top5_acc: 0.8498, loss_cls: 1.3908, loss: 1.3908, grad_norm: 4.2659 2022-02-10 16:35:08,031 - mmaction - INFO - Epoch [205][840/940] lr: 4.000e-04, eta: 17:40:04, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8582, loss_cls: 1.3224, loss: 1.3224, grad_norm: 4.1728 2022-02-10 16:35:31,546 - mmaction - INFO - Epoch [205][860/940] lr: 4.000e-04, eta: 17:39:37, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8637, loss_cls: 1.3229, loss: 1.3229, grad_norm: 4.2021 2022-02-10 16:35:55,036 - mmaction - INFO - Epoch [205][880/940] lr: 4.000e-04, eta: 17:39:10, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8557, loss_cls: 1.3760, loss: 1.3760, grad_norm: 4.1635 2022-02-10 16:36:18,532 - mmaction - INFO - Epoch [205][900/940] lr: 4.000e-04, eta: 17:38:42, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3733, loss: 1.3733, grad_norm: 4.1999 2022-02-10 16:36:42,064 - mmaction - INFO - Epoch [205][920/940] lr: 4.000e-04, eta: 17:38:15, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6686, top5_acc: 0.8484, loss_cls: 1.3700, loss: 1.3700, grad_norm: 4.1660 2022-02-10 16:37:04,388 - mmaction - INFO - Epoch [205][940/940] lr: 4.000e-04, eta: 17:37:48, time: 1.117, data_time: 0.049, memory: 9497, top1_acc: 0.6800, top5_acc: 0.8539, loss_cls: 1.3429, loss: 1.3429, grad_norm: 4.1797 2022-02-10 16:37:09,176 - mmaction - INFO - Saving checkpoint at 205 epochs 2022-02-10 16:40:14,017 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 16:40:14,813 - mmaction - INFO - top1_acc 0.6891 top5_acc 0.8832 2022-02-10 16:40:14,814 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 16:40:14,845 - mmaction - INFO - mean_acc 0.6890 2022-02-10 16:40:14,853 - mmaction - INFO - Epoch(val) [205][78] top1_acc: 0.6891, top5_acc: 0.8832, mean_class_accuracy: 0.6890 2022-02-10 16:42:45,192 - mmaction - INFO - Epoch [206][20/940] lr: 4.000e-04, eta: 17:37:52, time: 7.515, data_time: 5.719, memory: 9497, top1_acc: 0.6705, top5_acc: 0.8518, loss_cls: 1.3869, loss: 1.3869, grad_norm: 4.2127 2022-02-10 16:43:08,333 - mmaction - INFO - Epoch [206][40/940] lr: 4.000e-04, eta: 17:37:25, time: 1.157, data_time: 0.049, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.3688, loss: 1.3688, grad_norm: 4.2055 2022-02-10 16:43:31,458 - mmaction - INFO - Epoch [206][60/940] lr: 4.000e-04, eta: 17:36:57, time: 1.157, data_time: 0.040, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8660, loss_cls: 1.2913, loss: 1.2913, grad_norm: 4.1767 2022-02-10 16:43:54,663 - mmaction - INFO - Epoch [206][80/940] lr: 4.000e-04, eta: 17:36:30, time: 1.159, data_time: 0.040, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8600, loss_cls: 1.3302, loss: 1.3302, grad_norm: 4.1040 2022-02-10 16:44:17,894 - mmaction - INFO - Epoch [206][100/940] lr: 4.000e-04, eta: 17:36:03, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8592, loss_cls: 1.3554, loss: 1.3554, grad_norm: 4.1758 2022-02-10 16:44:41,156 - mmaction - INFO - Epoch [206][120/940] lr: 4.000e-04, eta: 17:35:35, time: 1.163, data_time: 0.044, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8582, loss_cls: 1.3089, loss: 1.3089, grad_norm: 4.1713 2022-02-10 16:45:04,496 - mmaction - INFO - Epoch [206][140/940] lr: 4.000e-04, eta: 17:35:08, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8613, loss_cls: 1.3139, loss: 1.3139, grad_norm: 4.1166 2022-02-10 16:45:27,866 - mmaction - INFO - Epoch [206][160/940] lr: 4.000e-04, eta: 17:34:41, time: 1.169, data_time: 0.044, memory: 9497, top1_acc: 0.6596, top5_acc: 0.8496, loss_cls: 1.4112, loss: 1.4112, grad_norm: 4.3592 2022-02-10 16:45:51,342 - mmaction - INFO - Epoch [206][180/940] lr: 4.000e-04, eta: 17:34:14, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.6703, top5_acc: 0.8512, loss_cls: 1.3729, loss: 1.3729, grad_norm: 4.2625 2022-02-10 16:46:14,710 - mmaction - INFO - Epoch [206][200/940] lr: 4.000e-04, eta: 17:33:46, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8537, loss_cls: 1.3633, loss: 1.3633, grad_norm: 4.1306 2022-02-10 16:46:38,149 - mmaction - INFO - Epoch [206][220/940] lr: 4.000e-04, eta: 17:33:19, time: 1.172, data_time: 0.046, memory: 9497, top1_acc: 0.6629, top5_acc: 0.8480, loss_cls: 1.3945, loss: 1.3945, grad_norm: 4.2119 2022-02-10 16:47:01,632 - mmaction - INFO - Epoch [206][240/940] lr: 4.000e-04, eta: 17:32:52, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8539, loss_cls: 1.3615, loss: 1.3615, grad_norm: 4.2070 2022-02-10 16:47:25,099 - mmaction - INFO - Epoch [206][260/940] lr: 4.000e-04, eta: 17:32:25, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8549, loss_cls: 1.3503, loss: 1.3503, grad_norm: 4.1490 2022-02-10 16:47:48,600 - mmaction - INFO - Epoch [206][280/940] lr: 4.000e-04, eta: 17:31:57, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8539, loss_cls: 1.3743, loss: 1.3743, grad_norm: 4.1778 2022-02-10 16:48:12,090 - mmaction - INFO - Epoch [206][300/940] lr: 4.000e-04, eta: 17:31:30, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8508, loss_cls: 1.3619, loss: 1.3619, grad_norm: 4.2316 2022-02-10 16:48:35,602 - mmaction - INFO - Epoch [206][320/940] lr: 4.000e-04, eta: 17:31:03, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8455, loss_cls: 1.3971, loss: 1.3971, grad_norm: 4.2483 2022-02-10 16:48:58,993 - mmaction - INFO - Epoch [206][340/940] lr: 4.000e-04, eta: 17:30:36, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8613, loss_cls: 1.3266, loss: 1.3266, grad_norm: 4.2410 2022-02-10 16:49:22,495 - mmaction - INFO - Epoch [206][360/940] lr: 4.000e-04, eta: 17:30:08, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6932, top5_acc: 0.8582, loss_cls: 1.3096, loss: 1.3096, grad_norm: 4.1220 2022-02-10 16:49:45,985 - mmaction - INFO - Epoch [206][380/940] lr: 4.000e-04, eta: 17:29:41, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6639, top5_acc: 0.8471, loss_cls: 1.3971, loss: 1.3971, grad_norm: 4.2549 2022-02-10 16:50:09,423 - mmaction - INFO - Epoch [206][400/940] lr: 4.000e-04, eta: 17:29:14, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6697, top5_acc: 0.8553, loss_cls: 1.3535, loss: 1.3535, grad_norm: 4.1975 2022-02-10 16:50:32,907 - mmaction - INFO - Epoch [206][420/940] lr: 4.000e-04, eta: 17:28:47, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3103, loss: 1.3103, grad_norm: 4.1375 2022-02-10 16:50:56,464 - mmaction - INFO - Epoch [206][440/940] lr: 4.000e-04, eta: 17:28:20, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3644, loss: 1.3644, grad_norm: 4.2227 2022-02-10 16:51:19,981 - mmaction - INFO - Epoch [206][460/940] lr: 4.000e-04, eta: 17:27:52, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6715, top5_acc: 0.8529, loss_cls: 1.3815, loss: 1.3815, grad_norm: 4.2701 2022-02-10 16:51:43,438 - mmaction - INFO - Epoch [206][480/940] lr: 4.000e-04, eta: 17:27:25, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6674, top5_acc: 0.8518, loss_cls: 1.3632, loss: 1.3632, grad_norm: 4.2363 2022-02-10 16:52:07,003 - mmaction - INFO - Epoch [206][500/940] lr: 4.000e-04, eta: 17:26:58, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6674, top5_acc: 0.8572, loss_cls: 1.3746, loss: 1.3746, grad_norm: 4.2998 2022-02-10 16:52:30,559 - mmaction - INFO - Epoch [206][520/940] lr: 4.000e-04, eta: 17:26:31, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8619, loss_cls: 1.3461, loss: 1.3461, grad_norm: 4.2571 2022-02-10 16:52:54,134 - mmaction - INFO - Epoch [206][540/940] lr: 4.000e-04, eta: 17:26:04, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8561, loss_cls: 1.3488, loss: 1.3488, grad_norm: 4.2242 2022-02-10 16:53:17,717 - mmaction - INFO - Epoch [206][560/940] lr: 4.000e-04, eta: 17:25:36, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8518, loss_cls: 1.3518, loss: 1.3518, grad_norm: 4.2186 2022-02-10 16:53:41,256 - mmaction - INFO - Epoch [206][580/940] lr: 4.000e-04, eta: 17:25:09, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8555, loss_cls: 1.3374, loss: 1.3374, grad_norm: 4.1577 2022-02-10 16:54:04,828 - mmaction - INFO - Epoch [206][600/940] lr: 4.000e-04, eta: 17:24:42, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8514, loss_cls: 1.3513, loss: 1.3513, grad_norm: 4.1871 2022-02-10 16:54:28,338 - mmaction - INFO - Epoch [206][620/940] lr: 4.000e-04, eta: 17:24:15, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8514, loss_cls: 1.3658, loss: 1.3658, grad_norm: 4.1719 2022-02-10 16:54:51,857 - mmaction - INFO - Epoch [206][640/940] lr: 4.000e-04, eta: 17:23:48, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8574, loss_cls: 1.3761, loss: 1.3761, grad_norm: 4.2541 2022-02-10 16:55:15,373 - mmaction - INFO - Epoch [206][660/940] lr: 4.000e-04, eta: 17:23:20, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6656, top5_acc: 0.8479, loss_cls: 1.3907, loss: 1.3907, grad_norm: 4.2102 2022-02-10 16:55:38,918 - mmaction - INFO - Epoch [206][680/940] lr: 4.000e-04, eta: 17:22:53, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8537, loss_cls: 1.3462, loss: 1.3462, grad_norm: 4.2090 2022-02-10 16:56:02,580 - mmaction - INFO - Epoch [206][700/940] lr: 4.000e-04, eta: 17:22:26, time: 1.183, data_time: 0.061, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8537, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.2216 2022-02-10 16:56:26,156 - mmaction - INFO - Epoch [206][720/940] lr: 4.000e-04, eta: 17:21:59, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8668, loss_cls: 1.3033, loss: 1.3033, grad_norm: 4.1916 2022-02-10 16:56:49,583 - mmaction - INFO - Epoch [206][740/940] lr: 4.000e-04, eta: 17:21:32, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8607, loss_cls: 1.3498, loss: 1.3498, grad_norm: 4.2499 2022-02-10 16:57:13,104 - mmaction - INFO - Epoch [206][760/940] lr: 4.000e-04, eta: 17:21:04, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8510, loss_cls: 1.3530, loss: 1.3530, grad_norm: 4.1524 2022-02-10 16:57:36,588 - mmaction - INFO - Epoch [206][780/940] lr: 4.000e-04, eta: 17:20:37, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8564, loss_cls: 1.3535, loss: 1.3535, grad_norm: 4.1779 2022-02-10 16:58:00,064 - mmaction - INFO - Epoch [206][800/940] lr: 4.000e-04, eta: 17:20:10, time: 1.173, data_time: 0.045, memory: 9497, top1_acc: 0.6643, top5_acc: 0.8531, loss_cls: 1.3777, loss: 1.3777, grad_norm: 4.2407 2022-02-10 16:58:23,669 - mmaction - INFO - Epoch [206][820/940] lr: 4.000e-04, eta: 17:19:43, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3641, loss: 1.3641, grad_norm: 4.2163 2022-02-10 16:58:47,130 - mmaction - INFO - Epoch [206][840/940] lr: 4.000e-04, eta: 17:19:16, time: 1.173, data_time: 0.066, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8562, loss_cls: 1.3535, loss: 1.3535, grad_norm: 4.2248 2022-02-10 16:59:10,632 - mmaction - INFO - Epoch [206][860/940] lr: 4.000e-04, eta: 17:18:48, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8545, loss_cls: 1.3388, loss: 1.3388, grad_norm: 4.2726 2022-02-10 16:59:34,298 - mmaction - INFO - Epoch [206][880/940] lr: 4.000e-04, eta: 17:18:21, time: 1.184, data_time: 0.055, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8527, loss_cls: 1.3505, loss: 1.3505, grad_norm: 4.2001 2022-02-10 16:59:57,775 - mmaction - INFO - Epoch [206][900/940] lr: 4.000e-04, eta: 17:17:54, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6697, top5_acc: 0.8531, loss_cls: 1.3666, loss: 1.3666, grad_norm: 4.2800 2022-02-10 17:00:21,416 - mmaction - INFO - Epoch [206][920/940] lr: 4.000e-04, eta: 17:17:27, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3763, loss: 1.3763, grad_norm: 4.2563 2022-02-10 17:00:43,830 - mmaction - INFO - Epoch [206][940/940] lr: 4.000e-04, eta: 17:16:59, time: 1.121, data_time: 0.064, memory: 9497, top1_acc: 0.6757, top5_acc: 0.8640, loss_cls: 1.3345, loss: 1.3345, grad_norm: 4.2675 2022-02-10 17:03:35,625 - mmaction - INFO - Epoch [207][20/940] lr: 4.000e-04, eta: 17:17:08, time: 8.477, data_time: 5.895, memory: 9497, top1_acc: 0.6635, top5_acc: 0.8512, loss_cls: 1.3892, loss: 1.3892, grad_norm: 4.2225 2022-02-10 17:03:58,770 - mmaction - INFO - Epoch [207][40/940] lr: 4.000e-04, eta: 17:16:40, time: 1.157, data_time: 0.049, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8580, loss_cls: 1.3424, loss: 1.3424, grad_norm: 4.2114 2022-02-10 17:04:22,043 - mmaction - INFO - Epoch [207][60/940] lr: 4.000e-04, eta: 17:16:13, time: 1.164, data_time: 0.040, memory: 9497, top1_acc: 0.6650, top5_acc: 0.8420, loss_cls: 1.4239, loss: 1.4239, grad_norm: 4.2611 2022-02-10 17:04:45,213 - mmaction - INFO - Epoch [207][80/940] lr: 4.000e-04, eta: 17:15:46, time: 1.158, data_time: 0.040, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3125, loss: 1.3125, grad_norm: 4.1158 2022-02-10 17:05:08,554 - mmaction - INFO - Epoch [207][100/940] lr: 4.000e-04, eta: 17:15:18, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8488, loss_cls: 1.3710, loss: 1.3710, grad_norm: 4.2412 2022-02-10 17:05:31,749 - mmaction - INFO - Epoch [207][120/940] lr: 4.000e-04, eta: 17:14:51, time: 1.160, data_time: 0.054, memory: 9497, top1_acc: 0.6697, top5_acc: 0.8498, loss_cls: 1.3842, loss: 1.3842, grad_norm: 4.2682 2022-02-10 17:05:55,053 - mmaction - INFO - Epoch [207][140/940] lr: 4.000e-04, eta: 17:14:24, time: 1.165, data_time: 0.058, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8607, loss_cls: 1.3414, loss: 1.3414, grad_norm: 4.2638 2022-02-10 17:06:18,390 - mmaction - INFO - Epoch [207][160/940] lr: 4.000e-04, eta: 17:13:57, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8568, loss_cls: 1.3545, loss: 1.3545, grad_norm: 4.2579 2022-02-10 17:06:41,820 - mmaction - INFO - Epoch [207][180/940] lr: 4.000e-04, eta: 17:13:29, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8592, loss_cls: 1.3369, loss: 1.3369, grad_norm: 4.1919 2022-02-10 17:07:05,229 - mmaction - INFO - Epoch [207][200/940] lr: 4.000e-04, eta: 17:13:02, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8506, loss_cls: 1.3750, loss: 1.3750, grad_norm: 4.2402 2022-02-10 17:07:28,592 - mmaction - INFO - Epoch [207][220/940] lr: 4.000e-04, eta: 17:12:35, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8555, loss_cls: 1.3252, loss: 1.3252, grad_norm: 4.1560 2022-02-10 17:07:52,036 - mmaction - INFO - Epoch [207][240/940] lr: 4.000e-04, eta: 17:12:08, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8576, loss_cls: 1.3476, loss: 1.3476, grad_norm: 4.2258 2022-02-10 17:08:15,368 - mmaction - INFO - Epoch [207][260/940] lr: 4.000e-04, eta: 17:11:40, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8578, loss_cls: 1.3282, loss: 1.3282, grad_norm: 4.2310 2022-02-10 17:08:38,836 - mmaction - INFO - Epoch [207][280/940] lr: 4.000e-04, eta: 17:11:13, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8600, loss_cls: 1.3301, loss: 1.3301, grad_norm: 4.2205 2022-02-10 17:09:02,196 - mmaction - INFO - Epoch [207][300/940] lr: 4.000e-04, eta: 17:10:46, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.6682, top5_acc: 0.8518, loss_cls: 1.3770, loss: 1.3770, grad_norm: 4.2398 2022-02-10 17:09:25,681 - mmaction - INFO - Epoch [207][320/940] lr: 4.000e-04, eta: 17:10:19, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6725, top5_acc: 0.8518, loss_cls: 1.3547, loss: 1.3547, grad_norm: 4.2456 2022-02-10 17:09:49,355 - mmaction - INFO - Epoch [207][340/940] lr: 4.000e-04, eta: 17:09:52, time: 1.184, data_time: 0.058, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8525, loss_cls: 1.3410, loss: 1.3410, grad_norm: 4.1387 2022-02-10 17:10:13,129 - mmaction - INFO - Epoch [207][360/940] lr: 4.000e-04, eta: 17:09:25, time: 1.189, data_time: 0.057, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8500, loss_cls: 1.3563, loss: 1.3563, grad_norm: 4.2284 2022-02-10 17:10:36,722 - mmaction - INFO - Epoch [207][380/940] lr: 4.000e-04, eta: 17:08:57, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.6908, top5_acc: 0.8666, loss_cls: 1.2916, loss: 1.2916, grad_norm: 4.1906 2022-02-10 17:11:00,307 - mmaction - INFO - Epoch [207][400/940] lr: 4.000e-04, eta: 17:08:30, time: 1.179, data_time: 0.048, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8625, loss_cls: 1.2831, loss: 1.2831, grad_norm: 4.0698 2022-02-10 17:11:23,883 - mmaction - INFO - Epoch [207][420/940] lr: 4.000e-04, eta: 17:08:03, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.3116, loss: 1.3116, grad_norm: 4.2082 2022-02-10 17:11:47,460 - mmaction - INFO - Epoch [207][440/940] lr: 4.000e-04, eta: 17:07:36, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8461, loss_cls: 1.3692, loss: 1.3692, grad_norm: 4.2444 2022-02-10 17:12:11,071 - mmaction - INFO - Epoch [207][460/940] lr: 4.000e-04, eta: 17:07:09, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8539, loss_cls: 1.3521, loss: 1.3521, grad_norm: 4.1799 2022-02-10 17:12:34,632 - mmaction - INFO - Epoch [207][480/940] lr: 4.000e-04, eta: 17:06:41, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8578, loss_cls: 1.3486, loss: 1.3486, grad_norm: 4.1735 2022-02-10 17:12:58,185 - mmaction - INFO - Epoch [207][500/940] lr: 4.000e-04, eta: 17:06:14, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8527, loss_cls: 1.3572, loss: 1.3572, grad_norm: 4.2378 2022-02-10 17:13:21,706 - mmaction - INFO - Epoch [207][520/940] lr: 4.000e-04, eta: 17:05:47, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6711, top5_acc: 0.8512, loss_cls: 1.3597, loss: 1.3597, grad_norm: 4.2343 2022-02-10 17:13:45,272 - mmaction - INFO - Epoch [207][540/940] lr: 4.000e-04, eta: 17:05:20, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8617, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.1546 2022-02-10 17:14:08,971 - mmaction - INFO - Epoch [207][560/940] lr: 4.000e-04, eta: 17:04:53, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.6687, top5_acc: 0.8529, loss_cls: 1.3680, loss: 1.3680, grad_norm: 4.2718 2022-02-10 17:14:32,629 - mmaction - INFO - Epoch [207][580/940] lr: 4.000e-04, eta: 17:04:26, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8494, loss_cls: 1.3903, loss: 1.3903, grad_norm: 4.1970 2022-02-10 17:14:56,288 - mmaction - INFO - Epoch [207][600/940] lr: 4.000e-04, eta: 17:03:58, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8539, loss_cls: 1.3472, loss: 1.3472, grad_norm: 4.1868 2022-02-10 17:15:19,956 - mmaction - INFO - Epoch [207][620/940] lr: 4.000e-04, eta: 17:03:31, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8533, loss_cls: 1.3425, loss: 1.3425, grad_norm: 4.1501 2022-02-10 17:15:43,500 - mmaction - INFO - Epoch [207][640/940] lr: 4.000e-04, eta: 17:03:04, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8578, loss_cls: 1.3350, loss: 1.3350, grad_norm: 4.2622 2022-02-10 17:16:06,936 - mmaction - INFO - Epoch [207][660/940] lr: 4.000e-04, eta: 17:02:37, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8486, loss_cls: 1.3720, loss: 1.3720, grad_norm: 4.1253 2022-02-10 17:16:30,388 - mmaction - INFO - Epoch [207][680/940] lr: 4.000e-04, eta: 17:02:10, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6697, top5_acc: 0.8498, loss_cls: 1.3839, loss: 1.3839, grad_norm: 4.2833 2022-02-10 17:16:53,930 - mmaction - INFO - Epoch [207][700/940] lr: 4.000e-04, eta: 17:01:42, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8564, loss_cls: 1.3640, loss: 1.3640, grad_norm: 4.3169 2022-02-10 17:17:17,482 - mmaction - INFO - Epoch [207][720/940] lr: 4.000e-04, eta: 17:01:15, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8604, loss_cls: 1.3317, loss: 1.3317, grad_norm: 4.2013 2022-02-10 17:17:41,096 - mmaction - INFO - Epoch [207][740/940] lr: 4.000e-04, eta: 17:00:48, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8557, loss_cls: 1.3399, loss: 1.3399, grad_norm: 4.1803 2022-02-10 17:18:04,706 - mmaction - INFO - Epoch [207][760/940] lr: 4.000e-04, eta: 17:00:21, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8570, loss_cls: 1.3289, loss: 1.3289, grad_norm: 4.2004 2022-02-10 17:18:28,223 - mmaction - INFO - Epoch [207][780/940] lr: 4.000e-04, eta: 16:59:54, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6670, top5_acc: 0.8418, loss_cls: 1.4049, loss: 1.4049, grad_norm: 4.2936 2022-02-10 17:18:51,692 - mmaction - INFO - Epoch [207][800/940] lr: 4.000e-04, eta: 16:59:27, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6723, top5_acc: 0.8506, loss_cls: 1.3729, loss: 1.3729, grad_norm: 4.2187 2022-02-10 17:19:15,279 - mmaction - INFO - Epoch [207][820/940] lr: 4.000e-04, eta: 16:58:59, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8500, loss_cls: 1.3881, loss: 1.3881, grad_norm: 4.2205 2022-02-10 17:19:38,763 - mmaction - INFO - Epoch [207][840/940] lr: 4.000e-04, eta: 16:58:32, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6678, top5_acc: 0.8527, loss_cls: 1.3848, loss: 1.3848, grad_norm: 4.2241 2022-02-10 17:20:02,870 - mmaction - INFO - Epoch [207][860/940] lr: 4.000e-04, eta: 16:58:05, time: 1.205, data_time: 0.053, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8590, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.2337 2022-02-10 17:20:26,628 - mmaction - INFO - Epoch [207][880/940] lr: 4.000e-04, eta: 16:57:38, time: 1.188, data_time: 0.058, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8512, loss_cls: 1.3467, loss: 1.3467, grad_norm: 4.1920 2022-02-10 17:20:50,336 - mmaction - INFO - Epoch [207][900/940] lr: 4.000e-04, eta: 16:57:11, time: 1.185, data_time: 0.063, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8520, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.2334 2022-02-10 17:21:13,928 - mmaction - INFO - Epoch [207][920/940] lr: 4.000e-04, eta: 16:56:44, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8543, loss_cls: 1.3432, loss: 1.3432, grad_norm: 4.2373 2022-02-10 17:21:36,267 - mmaction - INFO - Epoch [207][940/940] lr: 4.000e-04, eta: 16:56:16, time: 1.117, data_time: 0.056, memory: 9497, top1_acc: 0.6774, top5_acc: 0.8598, loss_cls: 1.3369, loss: 1.3369, grad_norm: 4.3335 2022-02-10 17:24:32,790 - mmaction - INFO - Epoch [208][20/940] lr: 4.000e-04, eta: 16:56:24, time: 8.650, data_time: 7.506, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8545, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.2162 2022-02-10 17:24:55,855 - mmaction - INFO - Epoch [208][40/940] lr: 4.000e-04, eta: 16:55:57, time: 1.154, data_time: 0.045, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8572, loss_cls: 1.3225, loss: 1.3225, grad_norm: 4.1598 2022-02-10 17:25:19,076 - mmaction - INFO - Epoch [208][60/940] lr: 4.000e-04, eta: 16:55:30, time: 1.161, data_time: 0.045, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8566, loss_cls: 1.3563, loss: 1.3563, grad_norm: 4.1907 2022-02-10 17:25:42,499 - mmaction - INFO - Epoch [208][80/940] lr: 4.000e-04, eta: 16:55:03, time: 1.168, data_time: 0.039, memory: 9497, top1_acc: 0.6715, top5_acc: 0.8535, loss_cls: 1.3583, loss: 1.3583, grad_norm: 4.2675 2022-02-10 17:26:05,961 - mmaction - INFO - Epoch [208][100/940] lr: 4.000e-04, eta: 16:54:36, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8484, loss_cls: 1.3495, loss: 1.3495, grad_norm: 4.1544 2022-02-10 17:26:29,276 - mmaction - INFO - Epoch [208][120/940] lr: 4.000e-04, eta: 16:54:08, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8541, loss_cls: 1.3576, loss: 1.3576, grad_norm: 4.2454 2022-02-10 17:26:52,855 - mmaction - INFO - Epoch [208][140/940] lr: 4.000e-04, eta: 16:53:41, time: 1.179, data_time: 0.063, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8547, loss_cls: 1.3441, loss: 1.3441, grad_norm: 4.1865 2022-02-10 17:27:16,242 - mmaction - INFO - Epoch [208][160/940] lr: 4.000e-04, eta: 16:53:14, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.6617, top5_acc: 0.8518, loss_cls: 1.4041, loss: 1.4041, grad_norm: 4.3356 2022-02-10 17:27:39,666 - mmaction - INFO - Epoch [208][180/940] lr: 4.000e-04, eta: 16:52:47, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.6744, top5_acc: 0.8539, loss_cls: 1.3511, loss: 1.3511, grad_norm: 4.2109 2022-02-10 17:28:03,131 - mmaction - INFO - Epoch [208][200/940] lr: 4.000e-04, eta: 16:52:19, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8506, loss_cls: 1.3729, loss: 1.3729, grad_norm: 4.1844 2022-02-10 17:28:26,526 - mmaction - INFO - Epoch [208][220/940] lr: 4.000e-04, eta: 16:51:52, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8531, loss_cls: 1.3659, loss: 1.3659, grad_norm: 4.2780 2022-02-10 17:28:49,962 - mmaction - INFO - Epoch [208][240/940] lr: 4.000e-04, eta: 16:51:25, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8609, loss_cls: 1.3440, loss: 1.3440, grad_norm: 4.2525 2022-02-10 17:29:13,992 - mmaction - INFO - Epoch [208][260/940] lr: 4.000e-04, eta: 16:50:58, time: 1.202, data_time: 0.082, memory: 9497, top1_acc: 0.6670, top5_acc: 0.8496, loss_cls: 1.4004, loss: 1.4004, grad_norm: 4.2806 2022-02-10 17:29:37,491 - mmaction - INFO - Epoch [208][280/940] lr: 4.000e-04, eta: 16:50:31, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8592, loss_cls: 1.3243, loss: 1.3243, grad_norm: 4.1883 2022-02-10 17:30:00,872 - mmaction - INFO - Epoch [208][300/940] lr: 4.000e-04, eta: 16:50:04, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8561, loss_cls: 1.3560, loss: 1.3560, grad_norm: 4.2209 2022-02-10 17:30:24,555 - mmaction - INFO - Epoch [208][320/940] lr: 4.000e-04, eta: 16:49:36, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8549, loss_cls: 1.3278, loss: 1.3278, grad_norm: 4.1586 2022-02-10 17:30:48,130 - mmaction - INFO - Epoch [208][340/940] lr: 4.000e-04, eta: 16:49:09, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8635, loss_cls: 1.3069, loss: 1.3069, grad_norm: 4.1900 2022-02-10 17:31:11,708 - mmaction - INFO - Epoch [208][360/940] lr: 4.000e-04, eta: 16:48:42, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8475, loss_cls: 1.3737, loss: 1.3737, grad_norm: 4.2334 2022-02-10 17:31:35,215 - mmaction - INFO - Epoch [208][380/940] lr: 4.000e-04, eta: 16:48:15, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8609, loss_cls: 1.3142, loss: 1.3142, grad_norm: 4.2044 2022-02-10 17:31:58,772 - mmaction - INFO - Epoch [208][400/940] lr: 4.000e-04, eta: 16:47:48, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8586, loss_cls: 1.3199, loss: 1.3199, grad_norm: 4.2025 2022-02-10 17:32:22,305 - mmaction - INFO - Epoch [208][420/940] lr: 4.000e-04, eta: 16:47:21, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8572, loss_cls: 1.3526, loss: 1.3526, grad_norm: 4.1595 2022-02-10 17:32:45,910 - mmaction - INFO - Epoch [208][440/940] lr: 4.000e-04, eta: 16:46:53, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8492, loss_cls: 1.3636, loss: 1.3636, grad_norm: 4.1630 2022-02-10 17:33:09,597 - mmaction - INFO - Epoch [208][460/940] lr: 4.000e-04, eta: 16:46:26, time: 1.184, data_time: 0.068, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8623, loss_cls: 1.3159, loss: 1.3159, grad_norm: 4.1949 2022-02-10 17:33:33,176 - mmaction - INFO - Epoch [208][480/940] lr: 4.000e-04, eta: 16:45:59, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8541, loss_cls: 1.3650, loss: 1.3650, grad_norm: 4.2267 2022-02-10 17:33:56,647 - mmaction - INFO - Epoch [208][500/940] lr: 4.000e-04, eta: 16:45:32, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8566, loss_cls: 1.3240, loss: 1.3240, grad_norm: 4.2319 2022-02-10 17:34:20,201 - mmaction - INFO - Epoch [208][520/940] lr: 4.000e-04, eta: 16:45:05, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8619, loss_cls: 1.3382, loss: 1.3382, grad_norm: 4.2137 2022-02-10 17:34:43,733 - mmaction - INFO - Epoch [208][540/940] lr: 4.000e-04, eta: 16:44:38, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8627, loss_cls: 1.3167, loss: 1.3167, grad_norm: 4.2519 2022-02-10 17:35:07,277 - mmaction - INFO - Epoch [208][560/940] lr: 4.000e-04, eta: 16:44:10, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8527, loss_cls: 1.3770, loss: 1.3770, grad_norm: 4.3048 2022-02-10 17:35:30,876 - mmaction - INFO - Epoch [208][580/940] lr: 4.000e-04, eta: 16:43:43, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8584, loss_cls: 1.3138, loss: 1.3138, grad_norm: 4.1815 2022-02-10 17:35:54,422 - mmaction - INFO - Epoch [208][600/940] lr: 4.000e-04, eta: 16:43:16, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8572, loss_cls: 1.3172, loss: 1.3172, grad_norm: 4.2899 2022-02-10 17:36:17,988 - mmaction - INFO - Epoch [208][620/940] lr: 4.000e-04, eta: 16:42:49, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8490, loss_cls: 1.3725, loss: 1.3725, grad_norm: 4.2578 2022-02-10 17:36:41,473 - mmaction - INFO - Epoch [208][640/940] lr: 4.000e-04, eta: 16:42:22, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8537, loss_cls: 1.3596, loss: 1.3596, grad_norm: 4.2643 2022-02-10 17:37:05,066 - mmaction - INFO - Epoch [208][660/940] lr: 4.000e-04, eta: 16:41:55, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8545, loss_cls: 1.3503, loss: 1.3503, grad_norm: 4.2480 2022-02-10 17:37:28,671 - mmaction - INFO - Epoch [208][680/940] lr: 4.000e-04, eta: 16:41:27, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.6744, top5_acc: 0.8572, loss_cls: 1.3402, loss: 1.3402, grad_norm: 4.2197 2022-02-10 17:37:52,206 - mmaction - INFO - Epoch [208][700/940] lr: 4.000e-04, eta: 16:41:00, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8562, loss_cls: 1.3333, loss: 1.3333, grad_norm: 4.2609 2022-02-10 17:38:15,692 - mmaction - INFO - Epoch [208][720/940] lr: 4.000e-04, eta: 16:40:33, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8506, loss_cls: 1.3638, loss: 1.3638, grad_norm: 4.2291 2022-02-10 17:38:39,394 - mmaction - INFO - Epoch [208][740/940] lr: 4.000e-04, eta: 16:40:06, time: 1.185, data_time: 0.056, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8559, loss_cls: 1.3451, loss: 1.3451, grad_norm: 4.2447 2022-02-10 17:39:02,879 - mmaction - INFO - Epoch [208][760/940] lr: 4.000e-04, eta: 16:39:39, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6602, top5_acc: 0.8488, loss_cls: 1.3896, loss: 1.3896, grad_norm: 4.3033 2022-02-10 17:39:26,339 - mmaction - INFO - Epoch [208][780/940] lr: 4.000e-04, eta: 16:39:12, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8488, loss_cls: 1.3671, loss: 1.3671, grad_norm: 4.2382 2022-02-10 17:39:49,885 - mmaction - INFO - Epoch [208][800/940] lr: 4.000e-04, eta: 16:38:44, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8568, loss_cls: 1.3606, loss: 1.3606, grad_norm: 4.2524 2022-02-10 17:40:14,954 - mmaction - INFO - Epoch [208][820/940] lr: 4.000e-04, eta: 16:38:18, time: 1.253, data_time: 0.056, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8574, loss_cls: 1.3481, loss: 1.3481, grad_norm: 4.2644 2022-02-10 17:40:38,640 - mmaction - INFO - Epoch [208][840/940] lr: 4.000e-04, eta: 16:37:50, time: 1.184, data_time: 0.050, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8566, loss_cls: 1.3643, loss: 1.3643, grad_norm: 4.2755 2022-02-10 17:41:02,250 - mmaction - INFO - Epoch [208][860/940] lr: 4.000e-04, eta: 16:37:23, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8496, loss_cls: 1.3776, loss: 1.3776, grad_norm: 4.2799 2022-02-10 17:41:25,764 - mmaction - INFO - Epoch [208][880/940] lr: 4.000e-04, eta: 16:36:56, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8557, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.2182 2022-02-10 17:41:49,355 - mmaction - INFO - Epoch [208][900/940] lr: 4.000e-04, eta: 16:36:29, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8545, loss_cls: 1.3605, loss: 1.3605, grad_norm: 4.2553 2022-02-10 17:42:13,012 - mmaction - INFO - Epoch [208][920/940] lr: 4.000e-04, eta: 16:36:02, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.6596, top5_acc: 0.8471, loss_cls: 1.4098, loss: 1.4098, grad_norm: 4.3526 2022-02-10 17:42:35,413 - mmaction - INFO - Epoch [208][940/940] lr: 4.000e-04, eta: 16:35:34, time: 1.120, data_time: 0.057, memory: 9497, top1_acc: 0.6690, top5_acc: 0.8513, loss_cls: 1.4015, loss: 1.4015, grad_norm: 4.3604 2022-02-10 17:45:57,498 - mmaction - INFO - Epoch [209][20/940] lr: 4.000e-04, eta: 16:35:47, time: 9.703, data_time: 7.956, memory: 9497, top1_acc: 0.6902, top5_acc: 0.8625, loss_cls: 1.3050, loss: 1.3050, grad_norm: 4.1537 2022-02-10 17:46:20,278 - mmaction - INFO - Epoch [209][40/940] lr: 4.000e-04, eta: 16:35:19, time: 1.139, data_time: 0.050, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8590, loss_cls: 1.3516, loss: 1.3516, grad_norm: 4.3334 2022-02-10 17:46:43,777 - mmaction - INFO - Epoch [209][60/940] lr: 4.000e-04, eta: 16:34:52, time: 1.175, data_time: 0.046, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8646, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.2545 2022-02-10 17:47:07,083 - mmaction - INFO - Epoch [209][80/940] lr: 4.000e-04, eta: 16:34:25, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8549, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.2655 2022-02-10 17:47:30,344 - mmaction - INFO - Epoch [209][100/940] lr: 4.000e-04, eta: 16:33:58, time: 1.163, data_time: 0.053, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3218, loss: 1.3218, grad_norm: 4.2028 2022-02-10 17:47:53,702 - mmaction - INFO - Epoch [209][120/940] lr: 4.000e-04, eta: 16:33:30, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8635, loss_cls: 1.3233, loss: 1.3233, grad_norm: 4.1825 2022-02-10 17:48:17,027 - mmaction - INFO - Epoch [209][140/940] lr: 4.000e-04, eta: 16:33:03, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8510, loss_cls: 1.3427, loss: 1.3427, grad_norm: 4.1436 2022-02-10 17:48:40,278 - mmaction - INFO - Epoch [209][160/940] lr: 4.000e-04, eta: 16:32:36, time: 1.162, data_time: 0.052, memory: 9497, top1_acc: 0.6693, top5_acc: 0.8598, loss_cls: 1.3542, loss: 1.3542, grad_norm: 4.3057 2022-02-10 17:49:03,629 - mmaction - INFO - Epoch [209][180/940] lr: 4.000e-04, eta: 16:32:09, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.6723, top5_acc: 0.8531, loss_cls: 1.3728, loss: 1.3728, grad_norm: 4.3579 2022-02-10 17:49:27,062 - mmaction - INFO - Epoch [209][200/940] lr: 4.000e-04, eta: 16:31:42, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8613, loss_cls: 1.3161, loss: 1.3161, grad_norm: 4.2459 2022-02-10 17:49:50,412 - mmaction - INFO - Epoch [209][220/940] lr: 4.000e-04, eta: 16:31:14, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8578, loss_cls: 1.3222, loss: 1.3222, grad_norm: 4.2190 2022-02-10 17:50:13,901 - mmaction - INFO - Epoch [209][240/940] lr: 4.000e-04, eta: 16:30:47, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6703, top5_acc: 0.8580, loss_cls: 1.3608, loss: 1.3608, grad_norm: 4.2898 2022-02-10 17:50:37,333 - mmaction - INFO - Epoch [209][260/940] lr: 4.000e-04, eta: 16:30:20, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8549, loss_cls: 1.3393, loss: 1.3393, grad_norm: 4.3050 2022-02-10 17:51:00,738 - mmaction - INFO - Epoch [209][280/940] lr: 4.000e-04, eta: 16:29:53, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8551, loss_cls: 1.3533, loss: 1.3533, grad_norm: 4.3269 2022-02-10 17:51:24,202 - mmaction - INFO - Epoch [209][300/940] lr: 4.000e-04, eta: 16:29:26, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.6713, top5_acc: 0.8490, loss_cls: 1.3753, loss: 1.3753, grad_norm: 4.3599 2022-02-10 17:51:47,656 - mmaction - INFO - Epoch [209][320/940] lr: 4.000e-04, eta: 16:28:58, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8469, loss_cls: 1.3641, loss: 1.3641, grad_norm: 4.2103 2022-02-10 17:52:11,161 - mmaction - INFO - Epoch [209][340/940] lr: 4.000e-04, eta: 16:28:31, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8504, loss_cls: 1.3527, loss: 1.3527, grad_norm: 4.2962 2022-02-10 17:52:34,642 - mmaction - INFO - Epoch [209][360/940] lr: 4.000e-04, eta: 16:28:04, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8527, loss_cls: 1.3425, loss: 1.3425, grad_norm: 4.2331 2022-02-10 17:52:58,009 - mmaction - INFO - Epoch [209][380/940] lr: 4.000e-04, eta: 16:27:37, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8588, loss_cls: 1.3258, loss: 1.3258, grad_norm: 4.2163 2022-02-10 17:53:21,462 - mmaction - INFO - Epoch [209][400/940] lr: 4.000e-04, eta: 16:27:10, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8684, loss_cls: 1.3064, loss: 1.3064, grad_norm: 4.2316 2022-02-10 17:53:45,050 - mmaction - INFO - Epoch [209][420/940] lr: 4.000e-04, eta: 16:26:43, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6611, top5_acc: 0.8471, loss_cls: 1.3903, loss: 1.3903, grad_norm: 4.3700 2022-02-10 17:54:08,649 - mmaction - INFO - Epoch [209][440/940] lr: 4.000e-04, eta: 16:26:15, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3105, loss: 1.3105, grad_norm: 4.2335 2022-02-10 17:54:32,149 - mmaction - INFO - Epoch [209][460/940] lr: 4.000e-04, eta: 16:25:48, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8557, loss_cls: 1.3423, loss: 1.3423, grad_norm: 4.2096 2022-02-10 17:54:55,813 - mmaction - INFO - Epoch [209][480/940] lr: 4.000e-04, eta: 16:25:21, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8576, loss_cls: 1.3214, loss: 1.3214, grad_norm: 4.2330 2022-02-10 17:55:19,281 - mmaction - INFO - Epoch [209][500/940] lr: 4.000e-04, eta: 16:24:54, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.6742, top5_acc: 0.8557, loss_cls: 1.3505, loss: 1.3505, grad_norm: 4.2829 2022-02-10 17:55:42,716 - mmaction - INFO - Epoch [209][520/940] lr: 4.000e-04, eta: 16:24:27, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6629, top5_acc: 0.8564, loss_cls: 1.3781, loss: 1.3781, grad_norm: 4.3454 2022-02-10 17:56:06,241 - mmaction - INFO - Epoch [209][540/940] lr: 4.000e-04, eta: 16:24:00, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8607, loss_cls: 1.3289, loss: 1.3289, grad_norm: 4.2076 2022-02-10 17:56:29,724 - mmaction - INFO - Epoch [209][560/940] lr: 4.000e-04, eta: 16:23:32, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.6723, top5_acc: 0.8555, loss_cls: 1.3795, loss: 1.3795, grad_norm: 4.3522 2022-02-10 17:56:53,193 - mmaction - INFO - Epoch [209][580/940] lr: 4.000e-04, eta: 16:23:05, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.3853, loss: 1.3853, grad_norm: 4.3473 2022-02-10 17:57:16,597 - mmaction - INFO - Epoch [209][600/940] lr: 4.000e-04, eta: 16:22:38, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8490, loss_cls: 1.3636, loss: 1.3636, grad_norm: 4.3231 2022-02-10 17:57:40,149 - mmaction - INFO - Epoch [209][620/940] lr: 4.000e-04, eta: 16:22:11, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6652, top5_acc: 0.8516, loss_cls: 1.3860, loss: 1.3860, grad_norm: 4.3869 2022-02-10 17:58:03,779 - mmaction - INFO - Epoch [209][640/940] lr: 4.000e-04, eta: 16:21:44, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8592, loss_cls: 1.3433, loss: 1.3433, grad_norm: 4.2850 2022-02-10 17:58:27,269 - mmaction - INFO - Epoch [209][660/940] lr: 4.000e-04, eta: 16:21:17, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6666, top5_acc: 0.8496, loss_cls: 1.3786, loss: 1.3786, grad_norm: 4.3161 2022-02-10 17:58:50,737 - mmaction - INFO - Epoch [209][680/940] lr: 4.000e-04, eta: 16:20:49, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6691, top5_acc: 0.8504, loss_cls: 1.3796, loss: 1.3796, grad_norm: 4.2901 2022-02-10 17:59:14,133 - mmaction - INFO - Epoch [209][700/940] lr: 4.000e-04, eta: 16:20:22, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8537, loss_cls: 1.3569, loss: 1.3569, grad_norm: 4.2524 2022-02-10 17:59:37,640 - mmaction - INFO - Epoch [209][720/940] lr: 4.000e-04, eta: 16:19:55, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8619, loss_cls: 1.3200, loss: 1.3200, grad_norm: 4.2793 2022-02-10 18:00:01,188 - mmaction - INFO - Epoch [209][740/940] lr: 4.000e-04, eta: 16:19:28, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8580, loss_cls: 1.3440, loss: 1.3440, grad_norm: 4.1710 2022-02-10 18:00:24,704 - mmaction - INFO - Epoch [209][760/940] lr: 4.000e-04, eta: 16:19:01, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2823, loss: 1.2823, grad_norm: 4.1592 2022-02-10 18:00:48,273 - mmaction - INFO - Epoch [209][780/940] lr: 4.000e-04, eta: 16:18:34, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8527, loss_cls: 1.3769, loss: 1.3769, grad_norm: 4.2581 2022-02-10 18:01:11,683 - mmaction - INFO - Epoch [209][800/940] lr: 4.000e-04, eta: 16:18:06, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6713, top5_acc: 0.8529, loss_cls: 1.3860, loss: 1.3860, grad_norm: 4.2679 2022-02-10 18:01:35,220 - mmaction - INFO - Epoch [209][820/940] lr: 4.000e-04, eta: 16:17:39, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8604, loss_cls: 1.3006, loss: 1.3006, grad_norm: 4.1854 2022-02-10 18:01:58,662 - mmaction - INFO - Epoch [209][840/940] lr: 4.000e-04, eta: 16:17:12, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8570, loss_cls: 1.3400, loss: 1.3400, grad_norm: 4.2768 2022-02-10 18:02:22,240 - mmaction - INFO - Epoch [209][860/940] lr: 4.000e-04, eta: 16:16:45, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8590, loss_cls: 1.3246, loss: 1.3246, grad_norm: 4.2144 2022-02-10 18:02:45,668 - mmaction - INFO - Epoch [209][880/940] lr: 4.000e-04, eta: 16:16:18, time: 1.171, data_time: 0.060, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8477, loss_cls: 1.3904, loss: 1.3904, grad_norm: 4.3518 2022-02-10 18:03:09,252 - mmaction - INFO - Epoch [209][900/940] lr: 4.000e-04, eta: 16:15:51, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8541, loss_cls: 1.3554, loss: 1.3554, grad_norm: 4.2647 2022-02-10 18:03:32,965 - mmaction - INFO - Epoch [209][920/940] lr: 4.000e-04, eta: 16:15:24, time: 1.187, data_time: 0.056, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8572, loss_cls: 1.3480, loss: 1.3480, grad_norm: 4.2722 2022-02-10 18:03:55,393 - mmaction - INFO - Epoch [209][940/940] lr: 4.000e-04, eta: 16:14:56, time: 1.121, data_time: 0.057, memory: 9497, top1_acc: 0.6751, top5_acc: 0.8573, loss_cls: 1.3461, loss: 1.3461, grad_norm: 4.3090 2022-02-10 18:07:11,242 - mmaction - INFO - Epoch [210][20/940] lr: 4.000e-04, eta: 16:15:06, time: 9.438, data_time: 8.162, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8533, loss_cls: 1.3532, loss: 1.3532, grad_norm: 4.2968 2022-02-10 18:07:34,225 - mmaction - INFO - Epoch [210][40/940] lr: 4.000e-04, eta: 16:14:39, time: 1.150, data_time: 0.045, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8574, loss_cls: 1.3364, loss: 1.3364, grad_norm: 4.2571 2022-02-10 18:07:57,347 - mmaction - INFO - Epoch [210][60/940] lr: 4.000e-04, eta: 16:14:12, time: 1.156, data_time: 0.042, memory: 9497, top1_acc: 0.6617, top5_acc: 0.8494, loss_cls: 1.3905, loss: 1.3905, grad_norm: 4.3051 2022-02-10 18:08:20,583 - mmaction - INFO - Epoch [210][80/940] lr: 4.000e-04, eta: 16:13:44, time: 1.162, data_time: 0.042, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8508, loss_cls: 1.3596, loss: 1.3596, grad_norm: 4.2709 2022-02-10 18:08:43,865 - mmaction - INFO - Epoch [210][100/940] lr: 4.000e-04, eta: 16:13:17, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8527, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.2068 2022-02-10 18:09:07,255 - mmaction - INFO - Epoch [210][120/940] lr: 4.000e-04, eta: 16:12:50, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8613, loss_cls: 1.3039, loss: 1.3039, grad_norm: 4.1964 2022-02-10 18:09:30,597 - mmaction - INFO - Epoch [210][140/940] lr: 4.000e-04, eta: 16:12:23, time: 1.167, data_time: 0.045, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8584, loss_cls: 1.3540, loss: 1.3540, grad_norm: 4.3349 2022-02-10 18:09:53,907 - mmaction - INFO - Epoch [210][160/940] lr: 4.000e-04, eta: 16:11:56, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.3205 2022-02-10 18:10:18,093 - mmaction - INFO - Epoch [210][180/940] lr: 4.000e-04, eta: 16:11:29, time: 1.209, data_time: 0.046, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8527, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.2490 2022-02-10 18:10:41,402 - mmaction - INFO - Epoch [210][200/940] lr: 4.000e-04, eta: 16:11:01, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8584, loss_cls: 1.3248, loss: 1.3248, grad_norm: 4.2289 2022-02-10 18:11:04,765 - mmaction - INFO - Epoch [210][220/940] lr: 4.000e-04, eta: 16:10:34, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8545, loss_cls: 1.3515, loss: 1.3515, grad_norm: 4.2380 2022-02-10 18:11:28,214 - mmaction - INFO - Epoch [210][240/940] lr: 4.000e-04, eta: 16:10:07, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8576, loss_cls: 1.3425, loss: 1.3425, grad_norm: 4.3129 2022-02-10 18:11:51,631 - mmaction - INFO - Epoch [210][260/940] lr: 4.000e-04, eta: 16:09:40, time: 1.171, data_time: 0.041, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8578, loss_cls: 1.3526, loss: 1.3526, grad_norm: 4.2540 2022-02-10 18:12:15,055 - mmaction - INFO - Epoch [210][280/940] lr: 4.000e-04, eta: 16:09:13, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.6693, top5_acc: 0.8566, loss_cls: 1.3344, loss: 1.3344, grad_norm: 4.2739 2022-02-10 18:12:38,480 - mmaction - INFO - Epoch [210][300/940] lr: 4.000e-04, eta: 16:08:45, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8568, loss_cls: 1.3383, loss: 1.3383, grad_norm: 4.2583 2022-02-10 18:13:01,952 - mmaction - INFO - Epoch [210][320/940] lr: 4.000e-04, eta: 16:08:18, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8574, loss_cls: 1.3172, loss: 1.3172, grad_norm: 4.2231 2022-02-10 18:13:25,492 - mmaction - INFO - Epoch [210][340/940] lr: 4.000e-04, eta: 16:07:51, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8553, loss_cls: 1.3497, loss: 1.3497, grad_norm: 4.2674 2022-02-10 18:13:49,029 - mmaction - INFO - Epoch [210][360/940] lr: 4.000e-04, eta: 16:07:24, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6717, top5_acc: 0.8492, loss_cls: 1.3848, loss: 1.3848, grad_norm: 4.2607 2022-02-10 18:14:12,571 - mmaction - INFO - Epoch [210][380/940] lr: 4.000e-04, eta: 16:06:57, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8590, loss_cls: 1.3158, loss: 1.3158, grad_norm: 4.2834 2022-02-10 18:14:36,106 - mmaction - INFO - Epoch [210][400/940] lr: 4.000e-04, eta: 16:06:30, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8658, loss_cls: 1.2923, loss: 1.2923, grad_norm: 4.2154 2022-02-10 18:14:59,687 - mmaction - INFO - Epoch [210][420/940] lr: 4.000e-04, eta: 16:06:03, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8535, loss_cls: 1.3616, loss: 1.3616, grad_norm: 4.3045 2022-02-10 18:15:23,312 - mmaction - INFO - Epoch [210][440/940] lr: 4.000e-04, eta: 16:05:35, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8496, loss_cls: 1.3751, loss: 1.3751, grad_norm: 4.2605 2022-02-10 18:15:46,883 - mmaction - INFO - Epoch [210][460/940] lr: 4.000e-04, eta: 16:05:08, time: 1.179, data_time: 0.046, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8549, loss_cls: 1.3711, loss: 1.3711, grad_norm: 4.3350 2022-02-10 18:16:10,404 - mmaction - INFO - Epoch [210][480/940] lr: 4.000e-04, eta: 16:04:41, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6635, top5_acc: 0.8459, loss_cls: 1.4159, loss: 1.4159, grad_norm: 4.4374 2022-02-10 18:16:33,902 - mmaction - INFO - Epoch [210][500/940] lr: 4.000e-04, eta: 16:04:14, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8570, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.2508 2022-02-10 18:16:57,486 - mmaction - INFO - Epoch [210][520/940] lr: 4.000e-04, eta: 16:03:47, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8533, loss_cls: 1.3709, loss: 1.3709, grad_norm: 4.2843 2022-02-10 18:17:20,857 - mmaction - INFO - Epoch [210][540/940] lr: 4.000e-04, eta: 16:03:20, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8561, loss_cls: 1.3375, loss: 1.3375, grad_norm: 4.1994 2022-02-10 18:17:44,418 - mmaction - INFO - Epoch [210][560/940] lr: 4.000e-04, eta: 16:02:53, time: 1.178, data_time: 0.066, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8604, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.2576 2022-02-10 18:18:07,879 - mmaction - INFO - Epoch [210][580/940] lr: 4.000e-04, eta: 16:02:25, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8480, loss_cls: 1.3528, loss: 1.3528, grad_norm: 4.2243 2022-02-10 18:18:31,297 - mmaction - INFO - Epoch [210][600/940] lr: 4.000e-04, eta: 16:01:58, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8531, loss_cls: 1.3557, loss: 1.3557, grad_norm: 4.3163 2022-02-10 18:18:54,740 - mmaction - INFO - Epoch [210][620/940] lr: 4.000e-04, eta: 16:01:31, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8471, loss_cls: 1.3603, loss: 1.3603, grad_norm: 4.2802 2022-02-10 18:19:18,271 - mmaction - INFO - Epoch [210][640/940] lr: 4.000e-04, eta: 16:01:04, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8539, loss_cls: 1.3588, loss: 1.3588, grad_norm: 4.2558 2022-02-10 18:19:41,736 - mmaction - INFO - Epoch [210][660/940] lr: 4.000e-04, eta: 16:00:37, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8488, loss_cls: 1.3536, loss: 1.3536, grad_norm: 4.1983 2022-02-10 18:20:05,282 - mmaction - INFO - Epoch [210][680/940] lr: 4.000e-04, eta: 16:00:10, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8627, loss_cls: 1.3339, loss: 1.3339, grad_norm: 4.2597 2022-02-10 18:20:28,909 - mmaction - INFO - Epoch [210][700/940] lr: 4.000e-04, eta: 15:59:42, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8510, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.2452 2022-02-10 18:20:52,503 - mmaction - INFO - Epoch [210][720/940] lr: 4.000e-04, eta: 15:59:15, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8545, loss_cls: 1.3458, loss: 1.3458, grad_norm: 4.2486 2022-02-10 18:21:16,087 - mmaction - INFO - Epoch [210][740/940] lr: 4.000e-04, eta: 15:58:48, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8545, loss_cls: 1.3493, loss: 1.3493, grad_norm: 4.2774 2022-02-10 18:21:39,628 - mmaction - INFO - Epoch [210][760/940] lr: 4.000e-04, eta: 15:58:21, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8479, loss_cls: 1.3387, loss: 1.3387, grad_norm: 4.2653 2022-02-10 18:22:03,099 - mmaction - INFO - Epoch [210][780/940] lr: 4.000e-04, eta: 15:57:54, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3640, loss: 1.3640, grad_norm: 4.2744 2022-02-10 18:22:26,631 - mmaction - INFO - Epoch [210][800/940] lr: 4.000e-04, eta: 15:57:27, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8578, loss_cls: 1.3376, loss: 1.3376, grad_norm: 4.2340 2022-02-10 18:22:50,134 - mmaction - INFO - Epoch [210][820/940] lr: 4.000e-04, eta: 15:57:00, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8549, loss_cls: 1.3581, loss: 1.3581, grad_norm: 4.2817 2022-02-10 18:23:13,678 - mmaction - INFO - Epoch [210][840/940] lr: 4.000e-04, eta: 15:56:33, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8604, loss_cls: 1.2954, loss: 1.2954, grad_norm: 4.2160 2022-02-10 18:23:37,158 - mmaction - INFO - Epoch [210][860/940] lr: 4.000e-04, eta: 15:56:05, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8586, loss_cls: 1.3256, loss: 1.3256, grad_norm: 4.2069 2022-02-10 18:24:00,841 - mmaction - INFO - Epoch [210][880/940] lr: 4.000e-04, eta: 15:55:38, time: 1.184, data_time: 0.052, memory: 9497, top1_acc: 0.6676, top5_acc: 0.8455, loss_cls: 1.3934, loss: 1.3934, grad_norm: 4.3436 2022-02-10 18:24:24,414 - mmaction - INFO - Epoch [210][900/940] lr: 4.000e-04, eta: 15:55:11, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8537, loss_cls: 1.3553, loss: 1.3553, grad_norm: 4.3448 2022-02-10 18:24:47,988 - mmaction - INFO - Epoch [210][920/940] lr: 4.000e-04, eta: 15:54:44, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8637, loss_cls: 1.3024, loss: 1.3024, grad_norm: 4.2221 2022-02-10 18:25:10,350 - mmaction - INFO - Epoch [210][940/940] lr: 4.000e-04, eta: 15:54:17, time: 1.118, data_time: 0.050, memory: 9497, top1_acc: 0.6755, top5_acc: 0.8539, loss_cls: 1.3543, loss: 1.3543, grad_norm: 4.2914 2022-02-10 18:25:14,667 - mmaction - INFO - Saving checkpoint at 210 epochs 2022-02-10 18:28:10,992 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 18:28:11,729 - mmaction - INFO - top1_acc 0.6913 top5_acc 0.8841 2022-02-10 18:28:11,729 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 18:28:11,762 - mmaction - INFO - mean_acc 0.6911 2022-02-10 18:28:11,763 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_200.pth was removed 2022-02-10 18:28:13,800 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_210.pth. 2022-02-10 18:28:13,800 - mmaction - INFO - Best top1_acc is 0.6913 at 210 epoch. 2022-02-10 18:28:13,808 - mmaction - INFO - Epoch(val) [210][78] top1_acc: 0.6913, top5_acc: 0.8841, mean_class_accuracy: 0.6911 2022-02-10 18:30:59,858 - mmaction - INFO - Epoch [211][20/940] lr: 4.000e-04, eta: 15:54:21, time: 8.300, data_time: 7.051, memory: 9497, top1_acc: 0.6652, top5_acc: 0.8451, loss_cls: 1.4026, loss: 1.4026, grad_norm: 4.3707 2022-02-10 18:31:23,074 - mmaction - INFO - Epoch [211][40/940] lr: 4.000e-04, eta: 15:53:53, time: 1.161, data_time: 0.051, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8639, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.2414 2022-02-10 18:31:46,273 - mmaction - INFO - Epoch [211][60/940] lr: 4.000e-04, eta: 15:53:26, time: 1.160, data_time: 0.040, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8586, loss_cls: 1.3386, loss: 1.3386, grad_norm: 4.2822 2022-02-10 18:32:09,800 - mmaction - INFO - Epoch [211][80/940] lr: 4.000e-04, eta: 15:52:59, time: 1.176, data_time: 0.065, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8551, loss_cls: 1.3542, loss: 1.3542, grad_norm: 4.2547 2022-02-10 18:32:33,221 - mmaction - INFO - Epoch [211][100/940] lr: 4.000e-04, eta: 15:52:32, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8633, loss_cls: 1.3121, loss: 1.3121, grad_norm: 4.2358 2022-02-10 18:32:56,766 - mmaction - INFO - Epoch [211][120/940] lr: 4.000e-04, eta: 15:52:05, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8525, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.2549 2022-02-10 18:33:20,186 - mmaction - INFO - Epoch [211][140/940] lr: 4.000e-04, eta: 15:51:38, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8580, loss_cls: 1.3130, loss: 1.3130, grad_norm: 4.1636 2022-02-10 18:33:43,556 - mmaction - INFO - Epoch [211][160/940] lr: 4.000e-04, eta: 15:51:10, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8592, loss_cls: 1.3432, loss: 1.3432, grad_norm: 4.2196 2022-02-10 18:34:07,130 - mmaction - INFO - Epoch [211][180/940] lr: 4.000e-04, eta: 15:50:43, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8594, loss_cls: 1.3256, loss: 1.3256, grad_norm: 4.2435 2022-02-10 18:34:30,489 - mmaction - INFO - Epoch [211][200/940] lr: 4.000e-04, eta: 15:50:16, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8523, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.2557 2022-02-10 18:34:53,954 - mmaction - INFO - Epoch [211][220/940] lr: 4.000e-04, eta: 15:49:49, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8568, loss_cls: 1.3386, loss: 1.3386, grad_norm: 4.2339 2022-02-10 18:35:17,395 - mmaction - INFO - Epoch [211][240/940] lr: 4.000e-04, eta: 15:49:22, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8566, loss_cls: 1.3457, loss: 1.3457, grad_norm: 4.2176 2022-02-10 18:35:40,769 - mmaction - INFO - Epoch [211][260/940] lr: 4.000e-04, eta: 15:48:55, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.6928, top5_acc: 0.8582, loss_cls: 1.3117, loss: 1.3117, grad_norm: 4.2199 2022-02-10 18:36:04,174 - mmaction - INFO - Epoch [211][280/940] lr: 4.000e-04, eta: 15:48:28, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.6715, top5_acc: 0.8551, loss_cls: 1.3379, loss: 1.3379, grad_norm: 4.2172 2022-02-10 18:36:27,551 - mmaction - INFO - Epoch [211][300/940] lr: 4.000e-04, eta: 15:48:00, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8604, loss_cls: 1.3103, loss: 1.3103, grad_norm: 4.1451 2022-02-10 18:36:50,996 - mmaction - INFO - Epoch [211][320/940] lr: 4.000e-04, eta: 15:47:33, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.3162, loss: 1.3162, grad_norm: 4.2742 2022-02-10 18:37:14,492 - mmaction - INFO - Epoch [211][340/940] lr: 4.000e-04, eta: 15:47:06, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8564, loss_cls: 1.3466, loss: 1.3466, grad_norm: 4.2635 2022-02-10 18:37:37,956 - mmaction - INFO - Epoch [211][360/940] lr: 4.000e-04, eta: 15:46:39, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8576, loss_cls: 1.3501, loss: 1.3501, grad_norm: 4.2051 2022-02-10 18:38:01,366 - mmaction - INFO - Epoch [211][380/940] lr: 4.000e-04, eta: 15:46:12, time: 1.170, data_time: 0.058, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8559, loss_cls: 1.3481, loss: 1.3481, grad_norm: 4.3388 2022-02-10 18:38:24,930 - mmaction - INFO - Epoch [211][400/940] lr: 4.000e-04, eta: 15:45:45, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8537, loss_cls: 1.3558, loss: 1.3558, grad_norm: 4.2428 2022-02-10 18:38:48,662 - mmaction - INFO - Epoch [211][420/940] lr: 4.000e-04, eta: 15:45:18, time: 1.186, data_time: 0.064, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8512, loss_cls: 1.3430, loss: 1.3430, grad_norm: 4.2363 2022-02-10 18:39:12,268 - mmaction - INFO - Epoch [211][440/940] lr: 4.000e-04, eta: 15:44:50, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8500, loss_cls: 1.3828, loss: 1.3828, grad_norm: 4.2950 2022-02-10 18:39:35,887 - mmaction - INFO - Epoch [211][460/940] lr: 4.000e-04, eta: 15:44:23, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3627, loss: 1.3627, grad_norm: 4.3251 2022-02-10 18:39:59,242 - mmaction - INFO - Epoch [211][480/940] lr: 4.000e-04, eta: 15:43:56, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8496, loss_cls: 1.3695, loss: 1.3695, grad_norm: 4.3464 2022-02-10 18:40:22,875 - mmaction - INFO - Epoch [211][500/940] lr: 4.000e-04, eta: 15:43:29, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8531, loss_cls: 1.3495, loss: 1.3495, grad_norm: 4.2496 2022-02-10 18:40:46,454 - mmaction - INFO - Epoch [211][520/940] lr: 4.000e-04, eta: 15:43:02, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8490, loss_cls: 1.3741, loss: 1.3741, grad_norm: 4.3855 2022-02-10 18:41:09,959 - mmaction - INFO - Epoch [211][540/940] lr: 4.000e-04, eta: 15:42:35, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8596, loss_cls: 1.3299, loss: 1.3299, grad_norm: 4.2926 2022-02-10 18:41:33,402 - mmaction - INFO - Epoch [211][560/940] lr: 4.000e-04, eta: 15:42:08, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8617, loss_cls: 1.3334, loss: 1.3334, grad_norm: 4.3228 2022-02-10 18:41:56,860 - mmaction - INFO - Epoch [211][580/940] lr: 4.000e-04, eta: 15:41:40, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8572, loss_cls: 1.3417, loss: 1.3417, grad_norm: 4.2673 2022-02-10 18:42:20,383 - mmaction - INFO - Epoch [211][600/940] lr: 4.000e-04, eta: 15:41:13, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.3262, loss: 1.3262, grad_norm: 4.2228 2022-02-10 18:42:43,776 - mmaction - INFO - Epoch [211][620/940] lr: 4.000e-04, eta: 15:40:46, time: 1.170, data_time: 0.060, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3192, loss: 1.3192, grad_norm: 4.2712 2022-02-10 18:43:07,289 - mmaction - INFO - Epoch [211][640/940] lr: 4.000e-04, eta: 15:40:19, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6744, top5_acc: 0.8529, loss_cls: 1.3737, loss: 1.3737, grad_norm: 4.2635 2022-02-10 18:43:30,783 - mmaction - INFO - Epoch [211][660/940] lr: 4.000e-04, eta: 15:39:52, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8594, loss_cls: 1.3303, loss: 1.3303, grad_norm: 4.2170 2022-02-10 18:43:54,251 - mmaction - INFO - Epoch [211][680/940] lr: 4.000e-04, eta: 15:39:25, time: 1.173, data_time: 0.061, memory: 9497, top1_acc: 0.6730, top5_acc: 0.8441, loss_cls: 1.3678, loss: 1.3678, grad_norm: 4.2667 2022-02-10 18:44:17,747 - mmaction - INFO - Epoch [211][700/940] lr: 4.000e-04, eta: 15:38:58, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.6654, top5_acc: 0.8473, loss_cls: 1.3966, loss: 1.3966, grad_norm: 4.3066 2022-02-10 18:44:41,260 - mmaction - INFO - Epoch [211][720/940] lr: 4.000e-04, eta: 15:38:31, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8568, loss_cls: 1.3201, loss: 1.3201, grad_norm: 4.2014 2022-02-10 18:45:04,814 - mmaction - INFO - Epoch [211][740/940] lr: 4.000e-04, eta: 15:38:03, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8545, loss_cls: 1.3651, loss: 1.3651, grad_norm: 4.3399 2022-02-10 18:45:28,383 - mmaction - INFO - Epoch [211][760/940] lr: 4.000e-04, eta: 15:37:36, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8516, loss_cls: 1.3543, loss: 1.3543, grad_norm: 4.2436 2022-02-10 18:45:51,877 - mmaction - INFO - Epoch [211][780/940] lr: 4.000e-04, eta: 15:37:09, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8559, loss_cls: 1.3542, loss: 1.3542, grad_norm: 4.3506 2022-02-10 18:46:15,241 - mmaction - INFO - Epoch [211][800/940] lr: 4.000e-04, eta: 15:36:42, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8635, loss_cls: 1.3126, loss: 1.3126, grad_norm: 4.1831 2022-02-10 18:46:38,723 - mmaction - INFO - Epoch [211][820/940] lr: 4.000e-04, eta: 15:36:15, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8590, loss_cls: 1.3506, loss: 1.3506, grad_norm: 4.3765 2022-02-10 18:47:02,261 - mmaction - INFO - Epoch [211][840/940] lr: 4.000e-04, eta: 15:35:48, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8537, loss_cls: 1.3563, loss: 1.3563, grad_norm: 4.3375 2022-02-10 18:47:25,816 - mmaction - INFO - Epoch [211][860/940] lr: 4.000e-04, eta: 15:35:21, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8627, loss_cls: 1.2988, loss: 1.2988, grad_norm: 4.2226 2022-02-10 18:47:49,568 - mmaction - INFO - Epoch [211][880/940] lr: 4.000e-04, eta: 15:34:54, time: 1.187, data_time: 0.068, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8516, loss_cls: 1.3678, loss: 1.3678, grad_norm: 4.3211 2022-02-10 18:48:13,156 - mmaction - INFO - Epoch [211][900/940] lr: 4.000e-04, eta: 15:34:27, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8562, loss_cls: 1.3373, loss: 1.3373, grad_norm: 4.2379 2022-02-10 18:48:36,609 - mmaction - INFO - Epoch [211][920/940] lr: 4.000e-04, eta: 15:33:59, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.6730, top5_acc: 0.8479, loss_cls: 1.3804, loss: 1.3804, grad_norm: 4.3242 2022-02-10 18:48:58,944 - mmaction - INFO - Epoch [211][940/940] lr: 4.000e-04, eta: 15:33:32, time: 1.117, data_time: 0.060, memory: 9497, top1_acc: 0.6812, top5_acc: 0.8616, loss_cls: 1.3320, loss: 1.3320, grad_norm: 4.3436 2022-02-10 18:52:41,815 - mmaction - INFO - Epoch [212][20/940] lr: 4.000e-04, eta: 15:33:46, time: 10.711, data_time: 8.976, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8471, loss_cls: 1.3484, loss: 1.3484, grad_norm: 4.1382 2022-02-10 18:53:04,969 - mmaction - INFO - Epoch [212][40/940] lr: 4.000e-04, eta: 15:33:18, time: 1.158, data_time: 0.050, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8562, loss_cls: 1.3199, loss: 1.3199, grad_norm: 4.2241 2022-02-10 18:53:28,237 - mmaction - INFO - Epoch [212][60/940] lr: 4.000e-04, eta: 15:32:51, time: 1.164, data_time: 0.041, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8539, loss_cls: 1.3674, loss: 1.3674, grad_norm: 4.3304 2022-02-10 18:53:51,646 - mmaction - INFO - Epoch [212][80/940] lr: 4.000e-04, eta: 15:32:24, time: 1.170, data_time: 0.043, memory: 9497, top1_acc: 0.6666, top5_acc: 0.8535, loss_cls: 1.3600, loss: 1.3600, grad_norm: 4.3701 2022-02-10 18:54:15,033 - mmaction - INFO - Epoch [212][100/940] lr: 4.000e-04, eta: 15:31:57, time: 1.170, data_time: 0.043, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8547, loss_cls: 1.3588, loss: 1.3588, grad_norm: 4.3281 2022-02-10 18:54:38,464 - mmaction - INFO - Epoch [212][120/940] lr: 4.000e-04, eta: 15:31:30, time: 1.171, data_time: 0.043, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8576, loss_cls: 1.3499, loss: 1.3499, grad_norm: 4.3347 2022-02-10 18:55:01,886 - mmaction - INFO - Epoch [212][140/940] lr: 4.000e-04, eta: 15:31:02, time: 1.172, data_time: 0.046, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8557, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.3268 2022-02-10 18:55:25,180 - mmaction - INFO - Epoch [212][160/940] lr: 4.000e-04, eta: 15:30:35, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8641, loss_cls: 1.3080, loss: 1.3080, grad_norm: 4.2300 2022-02-10 18:55:48,573 - mmaction - INFO - Epoch [212][180/940] lr: 4.000e-04, eta: 15:30:08, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8584, loss_cls: 1.3311, loss: 1.3311, grad_norm: 4.2616 2022-02-10 18:56:11,960 - mmaction - INFO - Epoch [212][200/940] lr: 4.000e-04, eta: 15:29:41, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8584, loss_cls: 1.3435, loss: 1.3435, grad_norm: 4.3062 2022-02-10 18:56:35,455 - mmaction - INFO - Epoch [212][220/940] lr: 4.000e-04, eta: 15:29:14, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8600, loss_cls: 1.3271, loss: 1.3271, grad_norm: 4.2418 2022-02-10 18:56:58,884 - mmaction - INFO - Epoch [212][240/940] lr: 4.000e-04, eta: 15:28:47, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.6729, top5_acc: 0.8520, loss_cls: 1.3592, loss: 1.3592, grad_norm: 4.3485 2022-02-10 18:57:22,425 - mmaction - INFO - Epoch [212][260/940] lr: 4.000e-04, eta: 15:28:20, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3687, loss: 1.3687, grad_norm: 4.4102 2022-02-10 18:57:46,066 - mmaction - INFO - Epoch [212][280/940] lr: 4.000e-04, eta: 15:27:52, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8539, loss_cls: 1.3520, loss: 1.3520, grad_norm: 4.2843 2022-02-10 18:58:09,569 - mmaction - INFO - Epoch [212][300/940] lr: 4.000e-04, eta: 15:27:25, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8504, loss_cls: 1.3562, loss: 1.3562, grad_norm: 4.2809 2022-02-10 18:58:33,100 - mmaction - INFO - Epoch [212][320/940] lr: 4.000e-04, eta: 15:26:58, time: 1.177, data_time: 0.044, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8562, loss_cls: 1.3616, loss: 1.3616, grad_norm: 4.3091 2022-02-10 18:58:56,613 - mmaction - INFO - Epoch [212][340/940] lr: 4.000e-04, eta: 15:26:31, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8596, loss_cls: 1.3423, loss: 1.3423, grad_norm: 4.3234 2022-02-10 18:59:20,137 - mmaction - INFO - Epoch [212][360/940] lr: 4.000e-04, eta: 15:26:04, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8584, loss_cls: 1.3229, loss: 1.3229, grad_norm: 4.2752 2022-02-10 18:59:43,710 - mmaction - INFO - Epoch [212][380/940] lr: 4.000e-04, eta: 15:25:37, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8617, loss_cls: 1.3204, loss: 1.3204, grad_norm: 4.2687 2022-02-10 19:00:09,037 - mmaction - INFO - Epoch [212][400/940] lr: 4.000e-04, eta: 15:25:10, time: 1.266, data_time: 0.058, memory: 9497, top1_acc: 0.6650, top5_acc: 0.8469, loss_cls: 1.3909, loss: 1.3909, grad_norm: 4.4231 2022-02-10 19:00:32,725 - mmaction - INFO - Epoch [212][420/940] lr: 4.000e-04, eta: 15:24:43, time: 1.185, data_time: 0.057, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8582, loss_cls: 1.3173, loss: 1.3173, grad_norm: 4.2597 2022-02-10 19:00:56,371 - mmaction - INFO - Epoch [212][440/940] lr: 4.000e-04, eta: 15:24:16, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8541, loss_cls: 1.3266, loss: 1.3266, grad_norm: 4.2325 2022-02-10 19:01:19,930 - mmaction - INFO - Epoch [212][460/940] lr: 4.000e-04, eta: 15:23:49, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8623, loss_cls: 1.2753, loss: 1.2753, grad_norm: 4.2000 2022-02-10 19:01:43,505 - mmaction - INFO - Epoch [212][480/940] lr: 4.000e-04, eta: 15:23:22, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8549, loss_cls: 1.3271, loss: 1.3271, grad_norm: 4.2746 2022-02-10 19:02:07,019 - mmaction - INFO - Epoch [212][500/940] lr: 4.000e-04, eta: 15:22:55, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6672, top5_acc: 0.8549, loss_cls: 1.3605, loss: 1.3605, grad_norm: 4.3417 2022-02-10 19:02:30,530 - mmaction - INFO - Epoch [212][520/940] lr: 4.000e-04, eta: 15:22:27, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.2762 2022-02-10 19:02:54,151 - mmaction - INFO - Epoch [212][540/940] lr: 4.000e-04, eta: 15:22:00, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8596, loss_cls: 1.3418, loss: 1.3418, grad_norm: 4.3144 2022-02-10 19:03:17,713 - mmaction - INFO - Epoch [212][560/940] lr: 4.000e-04, eta: 15:21:33, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8621, loss_cls: 1.3150, loss: 1.3150, grad_norm: 4.2460 2022-02-10 19:03:41,232 - mmaction - INFO - Epoch [212][580/940] lr: 4.000e-04, eta: 15:21:06, time: 1.176, data_time: 0.048, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8523, loss_cls: 1.3658, loss: 1.3658, grad_norm: 4.3293 2022-02-10 19:04:04,818 - mmaction - INFO - Epoch [212][600/940] lr: 4.000e-04, eta: 15:20:39, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8598, loss_cls: 1.3521, loss: 1.3521, grad_norm: 4.2186 2022-02-10 19:04:28,335 - mmaction - INFO - Epoch [212][620/940] lr: 4.000e-04, eta: 15:20:12, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6725, top5_acc: 0.8547, loss_cls: 1.3647, loss: 1.3647, grad_norm: 4.3148 2022-02-10 19:04:51,816 - mmaction - INFO - Epoch [212][640/940] lr: 4.000e-04, eta: 15:19:45, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8574, loss_cls: 1.3239, loss: 1.3239, grad_norm: 4.3078 2022-02-10 19:05:15,456 - mmaction - INFO - Epoch [212][660/940] lr: 4.000e-04, eta: 15:19:18, time: 1.182, data_time: 0.060, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8451, loss_cls: 1.3865, loss: 1.3865, grad_norm: 4.2987 2022-02-10 19:05:39,019 - mmaction - INFO - Epoch [212][680/940] lr: 4.000e-04, eta: 15:18:51, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8559, loss_cls: 1.3401, loss: 1.3401, grad_norm: 4.3204 2022-02-10 19:06:02,564 - mmaction - INFO - Epoch [212][700/940] lr: 4.000e-04, eta: 15:18:23, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6674, top5_acc: 0.8490, loss_cls: 1.3955, loss: 1.3955, grad_norm: 4.3477 2022-02-10 19:06:26,195 - mmaction - INFO - Epoch [212][720/940] lr: 4.000e-04, eta: 15:17:56, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8523, loss_cls: 1.3716, loss: 1.3716, grad_norm: 4.3036 2022-02-10 19:06:49,743 - mmaction - INFO - Epoch [212][740/940] lr: 4.000e-04, eta: 15:17:29, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8604, loss_cls: 1.3060, loss: 1.3060, grad_norm: 4.2277 2022-02-10 19:07:13,325 - mmaction - INFO - Epoch [212][760/940] lr: 4.000e-04, eta: 15:17:02, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3711, loss: 1.3711, grad_norm: 4.2917 2022-02-10 19:07:36,890 - mmaction - INFO - Epoch [212][780/940] lr: 4.000e-04, eta: 15:16:35, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3134, loss: 1.3134, grad_norm: 4.2372 2022-02-10 19:08:00,549 - mmaction - INFO - Epoch [212][800/940] lr: 4.000e-04, eta: 15:16:08, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8531, loss_cls: 1.3312, loss: 1.3312, grad_norm: 4.2153 2022-02-10 19:08:24,058 - mmaction - INFO - Epoch [212][820/940] lr: 4.000e-04, eta: 15:15:41, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8576, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.3640 2022-02-10 19:08:47,561 - mmaction - INFO - Epoch [212][840/940] lr: 4.000e-04, eta: 15:15:14, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8539, loss_cls: 1.3376, loss: 1.3376, grad_norm: 4.3011 2022-02-10 19:09:11,142 - mmaction - INFO - Epoch [212][860/940] lr: 4.000e-04, eta: 15:14:47, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8613, loss_cls: 1.3244, loss: 1.3244, grad_norm: 4.2087 2022-02-10 19:09:34,822 - mmaction - INFO - Epoch [212][880/940] lr: 4.000e-04, eta: 15:14:20, time: 1.184, data_time: 0.051, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3671, loss: 1.3671, grad_norm: 4.3325 2022-02-10 19:09:58,367 - mmaction - INFO - Epoch [212][900/940] lr: 4.000e-04, eta: 15:13:53, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8617, loss_cls: 1.3338, loss: 1.3338, grad_norm: 4.3247 2022-02-10 19:10:22,097 - mmaction - INFO - Epoch [212][920/940] lr: 4.000e-04, eta: 15:13:25, time: 1.186, data_time: 0.055, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8623, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.3087 2022-02-10 19:10:44,552 - mmaction - INFO - Epoch [212][940/940] lr: 4.000e-04, eta: 15:12:58, time: 1.123, data_time: 0.065, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8649, loss_cls: 1.3213, loss: 1.3213, grad_norm: 4.3087 2022-02-10 19:13:43,914 - mmaction - INFO - Epoch [213][20/940] lr: 4.000e-04, eta: 15:13:02, time: 8.730, data_time: 7.186, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8566, loss_cls: 1.3393, loss: 1.3393, grad_norm: 4.2378 2022-02-10 19:14:07,212 - mmaction - INFO - Epoch [213][40/940] lr: 4.000e-04, eta: 15:12:35, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8574, loss_cls: 1.3296, loss: 1.3296, grad_norm: 4.2294 2022-02-10 19:14:30,379 - mmaction - INFO - Epoch [213][60/940] lr: 4.000e-04, eta: 15:12:08, time: 1.158, data_time: 0.043, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8574, loss_cls: 1.3292, loss: 1.3292, grad_norm: 4.2858 2022-02-10 19:14:53,694 - mmaction - INFO - Epoch [213][80/940] lr: 4.000e-04, eta: 15:11:41, time: 1.166, data_time: 0.048, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8574, loss_cls: 1.3543, loss: 1.3543, grad_norm: 4.3597 2022-02-10 19:15:17,028 - mmaction - INFO - Epoch [213][100/940] lr: 4.000e-04, eta: 15:11:14, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.6682, top5_acc: 0.8469, loss_cls: 1.3983, loss: 1.3983, grad_norm: 4.3756 2022-02-10 19:15:40,369 - mmaction - INFO - Epoch [213][120/940] lr: 4.000e-04, eta: 15:10:47, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8590, loss_cls: 1.2967, loss: 1.2967, grad_norm: 4.2355 2022-02-10 19:16:03,635 - mmaction - INFO - Epoch [213][140/940] lr: 4.000e-04, eta: 15:10:19, time: 1.163, data_time: 0.045, memory: 9497, top1_acc: 0.6742, top5_acc: 0.8525, loss_cls: 1.3658, loss: 1.3658, grad_norm: 4.3559 2022-02-10 19:16:26,975 - mmaction - INFO - Epoch [213][160/940] lr: 4.000e-04, eta: 15:09:52, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8623, loss_cls: 1.3113, loss: 1.3113, grad_norm: 4.2911 2022-02-10 19:16:50,390 - mmaction - INFO - Epoch [213][180/940] lr: 4.000e-04, eta: 15:09:25, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8615, loss_cls: 1.3120, loss: 1.3120, grad_norm: 4.2638 2022-02-10 19:17:13,881 - mmaction - INFO - Epoch [213][200/940] lr: 4.000e-04, eta: 15:08:58, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8572, loss_cls: 1.3314, loss: 1.3314, grad_norm: 4.2094 2022-02-10 19:17:37,225 - mmaction - INFO - Epoch [213][220/940] lr: 4.000e-04, eta: 15:08:31, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8607, loss_cls: 1.3101, loss: 1.3101, grad_norm: 4.2477 2022-02-10 19:18:00,702 - mmaction - INFO - Epoch [213][240/940] lr: 4.000e-04, eta: 15:08:04, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8580, loss_cls: 1.3187, loss: 1.3187, grad_norm: 4.2602 2022-02-10 19:18:24,217 - mmaction - INFO - Epoch [213][260/940] lr: 4.000e-04, eta: 15:07:37, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8588, loss_cls: 1.3431, loss: 1.3431, grad_norm: 4.3571 2022-02-10 19:18:47,700 - mmaction - INFO - Epoch [213][280/940] lr: 4.000e-04, eta: 15:07:09, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3395, loss: 1.3395, grad_norm: 4.2725 2022-02-10 19:19:11,101 - mmaction - INFO - Epoch [213][300/940] lr: 4.000e-04, eta: 15:06:42, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.6687, top5_acc: 0.8465, loss_cls: 1.3969, loss: 1.3969, grad_norm: 4.3645 2022-02-10 19:19:34,591 - mmaction - INFO - Epoch [213][320/940] lr: 4.000e-04, eta: 15:06:15, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8525, loss_cls: 1.3607, loss: 1.3607, grad_norm: 4.3670 2022-02-10 19:19:58,022 - mmaction - INFO - Epoch [213][340/940] lr: 4.000e-04, eta: 15:05:48, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8545, loss_cls: 1.3698, loss: 1.3698, grad_norm: 4.3208 2022-02-10 19:20:21,822 - mmaction - INFO - Epoch [213][360/940] lr: 4.000e-04, eta: 15:05:21, time: 1.190, data_time: 0.058, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8580, loss_cls: 1.3255, loss: 1.3255, grad_norm: 4.2345 2022-02-10 19:20:45,282 - mmaction - INFO - Epoch [213][380/940] lr: 4.000e-04, eta: 15:04:54, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8592, loss_cls: 1.3035, loss: 1.3035, grad_norm: 4.2583 2022-02-10 19:21:08,817 - mmaction - INFO - Epoch [213][400/940] lr: 4.000e-04, eta: 15:04:27, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8570, loss_cls: 1.3514, loss: 1.3514, grad_norm: 4.3166 2022-02-10 19:21:32,332 - mmaction - INFO - Epoch [213][420/940] lr: 4.000e-04, eta: 15:04:00, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8600, loss_cls: 1.3218, loss: 1.3218, grad_norm: 4.2954 2022-02-10 19:21:55,911 - mmaction - INFO - Epoch [213][440/940] lr: 4.000e-04, eta: 15:03:33, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6713, top5_acc: 0.8549, loss_cls: 1.3466, loss: 1.3466, grad_norm: 4.3588 2022-02-10 19:22:19,394 - mmaction - INFO - Epoch [213][460/940] lr: 4.000e-04, eta: 15:03:05, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6682, top5_acc: 0.8500, loss_cls: 1.3679, loss: 1.3679, grad_norm: 4.3262 2022-02-10 19:22:42,957 - mmaction - INFO - Epoch [213][480/940] lr: 4.000e-04, eta: 15:02:38, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6725, top5_acc: 0.8537, loss_cls: 1.3560, loss: 1.3560, grad_norm: 4.3456 2022-02-10 19:23:06,389 - mmaction - INFO - Epoch [213][500/940] lr: 4.000e-04, eta: 15:02:11, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8584, loss_cls: 1.3256, loss: 1.3256, grad_norm: 4.2337 2022-02-10 19:23:29,891 - mmaction - INFO - Epoch [213][520/940] lr: 4.000e-04, eta: 15:01:44, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6932, top5_acc: 0.8686, loss_cls: 1.2961, loss: 1.2961, grad_norm: 4.3143 2022-02-10 19:23:53,340 - mmaction - INFO - Epoch [213][540/940] lr: 4.000e-04, eta: 15:01:17, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8582, loss_cls: 1.3350, loss: 1.3350, grad_norm: 4.3481 2022-02-10 19:24:16,917 - mmaction - INFO - Epoch [213][560/940] lr: 4.000e-04, eta: 15:00:50, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8654, loss_cls: 1.3192, loss: 1.3192, grad_norm: 4.3146 2022-02-10 19:24:40,415 - mmaction - INFO - Epoch [213][580/940] lr: 4.000e-04, eta: 15:00:23, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8561, loss_cls: 1.3294, loss: 1.3294, grad_norm: 4.2837 2022-02-10 19:25:03,955 - mmaction - INFO - Epoch [213][600/940] lr: 4.000e-04, eta: 14:59:56, time: 1.177, data_time: 0.064, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8580, loss_cls: 1.3538, loss: 1.3538, grad_norm: 4.4072 2022-02-10 19:25:27,434 - mmaction - INFO - Epoch [213][620/940] lr: 4.000e-04, eta: 14:59:29, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8496, loss_cls: 1.3716, loss: 1.3716, grad_norm: 4.3693 2022-02-10 19:25:50,968 - mmaction - INFO - Epoch [213][640/940] lr: 4.000e-04, eta: 14:59:01, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8688, loss_cls: 1.2841, loss: 1.2841, grad_norm: 4.3232 2022-02-10 19:26:14,469 - mmaction - INFO - Epoch [213][660/940] lr: 4.000e-04, eta: 14:58:34, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8520, loss_cls: 1.3533, loss: 1.3533, grad_norm: 4.2926 2022-02-10 19:26:38,018 - mmaction - INFO - Epoch [213][680/940] lr: 4.000e-04, eta: 14:58:07, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6621, top5_acc: 0.8488, loss_cls: 1.3838, loss: 1.3838, grad_norm: 4.3871 2022-02-10 19:27:01,568 - mmaction - INFO - Epoch [213][700/940] lr: 4.000e-04, eta: 14:57:40, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8641, loss_cls: 1.3286, loss: 1.3286, grad_norm: 4.2968 2022-02-10 19:27:25,094 - mmaction - INFO - Epoch [213][720/940] lr: 4.000e-04, eta: 14:57:13, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8535, loss_cls: 1.3645, loss: 1.3645, grad_norm: 4.3813 2022-02-10 19:27:48,714 - mmaction - INFO - Epoch [213][740/940] lr: 4.000e-04, eta: 14:56:46, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3316, loss: 1.3316, grad_norm: 4.3626 2022-02-10 19:28:12,353 - mmaction - INFO - Epoch [213][760/940] lr: 4.000e-04, eta: 14:56:19, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.6729, top5_acc: 0.8494, loss_cls: 1.3720, loss: 1.3720, grad_norm: 4.3226 2022-02-10 19:28:35,971 - mmaction - INFO - Epoch [213][780/940] lr: 4.000e-04, eta: 14:55:52, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8600, loss_cls: 1.3354, loss: 1.3354, grad_norm: 4.3330 2022-02-10 19:28:59,495 - mmaction - INFO - Epoch [213][800/940] lr: 4.000e-04, eta: 14:55:25, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6701, top5_acc: 0.8559, loss_cls: 1.3649, loss: 1.3649, grad_norm: 4.4087 2022-02-10 19:29:23,027 - mmaction - INFO - Epoch [213][820/940] lr: 4.000e-04, eta: 14:54:58, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8541, loss_cls: 1.3510, loss: 1.3510, grad_norm: 4.3002 2022-02-10 19:29:46,664 - mmaction - INFO - Epoch [213][840/940] lr: 4.000e-04, eta: 14:54:31, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8482, loss_cls: 1.3480, loss: 1.3480, grad_norm: 4.2222 2022-02-10 19:30:10,198 - mmaction - INFO - Epoch [213][860/940] lr: 4.000e-04, eta: 14:54:04, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8545, loss_cls: 1.3578, loss: 1.3578, grad_norm: 4.3666 2022-02-10 19:30:33,650 - mmaction - INFO - Epoch [213][880/940] lr: 4.000e-04, eta: 14:53:36, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8557, loss_cls: 1.3458, loss: 1.3458, grad_norm: 4.3014 2022-02-10 19:30:57,299 - mmaction - INFO - Epoch [213][900/940] lr: 4.000e-04, eta: 14:53:09, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8607, loss_cls: 1.3060, loss: 1.3060, grad_norm: 4.2137 2022-02-10 19:31:20,903 - mmaction - INFO - Epoch [213][920/940] lr: 4.000e-04, eta: 14:52:42, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8619, loss_cls: 1.2938, loss: 1.2938, grad_norm: 4.2548 2022-02-10 19:31:43,293 - mmaction - INFO - Epoch [213][940/940] lr: 4.000e-04, eta: 14:52:15, time: 1.120, data_time: 0.056, memory: 9497, top1_acc: 0.6739, top5_acc: 0.8557, loss_cls: 1.3669, loss: 1.3669, grad_norm: 4.4220 2022-02-10 19:35:28,960 - mmaction - INFO - Epoch [214][20/940] lr: 4.000e-04, eta: 14:52:27, time: 10.953, data_time: 8.170, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8605, loss_cls: 1.3353, loss: 1.3353, grad_norm: 4.2660 2022-02-10 19:35:52,109 - mmaction - INFO - Epoch [214][40/940] lr: 4.000e-04, eta: 14:52:00, time: 1.158, data_time: 0.044, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8627, loss_cls: 1.3125, loss: 1.3125, grad_norm: 4.3155 2022-02-10 19:36:15,477 - mmaction - INFO - Epoch [214][60/940] lr: 4.000e-04, eta: 14:51:33, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.6705, top5_acc: 0.8586, loss_cls: 1.3510, loss: 1.3510, grad_norm: 4.3518 2022-02-10 19:36:38,705 - mmaction - INFO - Epoch [214][80/940] lr: 4.000e-04, eta: 14:51:06, time: 1.161, data_time: 0.041, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8545, loss_cls: 1.3354, loss: 1.3354, grad_norm: 4.2774 2022-02-10 19:37:02,053 - mmaction - INFO - Epoch [214][100/940] lr: 4.000e-04, eta: 14:50:39, time: 1.167, data_time: 0.045, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8590, loss_cls: 1.3074, loss: 1.3074, grad_norm: 4.2855 2022-02-10 19:37:25,488 - mmaction - INFO - Epoch [214][120/940] lr: 4.000e-04, eta: 14:50:12, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8498, loss_cls: 1.3609, loss: 1.3609, grad_norm: 4.3194 2022-02-10 19:37:48,910 - mmaction - INFO - Epoch [214][140/940] lr: 4.000e-04, eta: 14:49:44, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8523, loss_cls: 1.3515, loss: 1.3515, grad_norm: 4.3118 2022-02-10 19:38:12,467 - mmaction - INFO - Epoch [214][160/940] lr: 4.000e-04, eta: 14:49:17, time: 1.178, data_time: 0.047, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8576, loss_cls: 1.3440, loss: 1.3440, grad_norm: 4.2801 2022-02-10 19:38:36,105 - mmaction - INFO - Epoch [214][180/940] lr: 4.000e-04, eta: 14:48:50, time: 1.182, data_time: 0.049, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8615, loss_cls: 1.3110, loss: 1.3110, grad_norm: 4.2904 2022-02-10 19:38:59,629 - mmaction - INFO - Epoch [214][200/940] lr: 4.000e-04, eta: 14:48:23, time: 1.176, data_time: 0.045, memory: 9497, top1_acc: 0.6932, top5_acc: 0.8553, loss_cls: 1.3258, loss: 1.3258, grad_norm: 4.2601 2022-02-10 19:39:23,157 - mmaction - INFO - Epoch [214][220/940] lr: 4.000e-04, eta: 14:47:56, time: 1.176, data_time: 0.045, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8627, loss_cls: 1.3090, loss: 1.3090, grad_norm: 4.2814 2022-02-10 19:39:46,715 - mmaction - INFO - Epoch [214][240/940] lr: 4.000e-04, eta: 14:47:29, time: 1.178, data_time: 0.044, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8564, loss_cls: 1.3488, loss: 1.3488, grad_norm: 4.3261 2022-02-10 19:40:10,293 - mmaction - INFO - Epoch [214][260/940] lr: 4.000e-04, eta: 14:47:02, time: 1.178, data_time: 0.044, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8586, loss_cls: 1.3204, loss: 1.3204, grad_norm: 4.3116 2022-02-10 19:40:33,791 - mmaction - INFO - Epoch [214][280/940] lr: 4.000e-04, eta: 14:46:35, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3884, loss: 1.3884, grad_norm: 4.3844 2022-02-10 19:40:57,179 - mmaction - INFO - Epoch [214][300/940] lr: 4.000e-04, eta: 14:46:08, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6912, top5_acc: 0.8564, loss_cls: 1.3304, loss: 1.3304, grad_norm: 4.2323 2022-02-10 19:41:20,774 - mmaction - INFO - Epoch [214][320/940] lr: 4.000e-04, eta: 14:45:41, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3316, loss: 1.3316, grad_norm: 4.3003 2022-02-10 19:41:44,163 - mmaction - INFO - Epoch [214][340/940] lr: 4.000e-04, eta: 14:45:13, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8619, loss_cls: 1.3262, loss: 1.3262, grad_norm: 4.3258 2022-02-10 19:42:07,629 - mmaction - INFO - Epoch [214][360/940] lr: 4.000e-04, eta: 14:44:46, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8627, loss_cls: 1.3146, loss: 1.3146, grad_norm: 4.2898 2022-02-10 19:42:31,197 - mmaction - INFO - Epoch [214][380/940] lr: 4.000e-04, eta: 14:44:19, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8562, loss_cls: 1.3475, loss: 1.3475, grad_norm: 4.3304 2022-02-10 19:42:54,696 - mmaction - INFO - Epoch [214][400/940] lr: 4.000e-04, eta: 14:43:52, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.6674, top5_acc: 0.8482, loss_cls: 1.3896, loss: 1.3896, grad_norm: 4.3609 2022-02-10 19:43:18,281 - mmaction - INFO - Epoch [214][420/940] lr: 4.000e-04, eta: 14:43:25, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6723, top5_acc: 0.8500, loss_cls: 1.3822, loss: 1.3822, grad_norm: 4.3985 2022-02-10 19:43:41,886 - mmaction - INFO - Epoch [214][440/940] lr: 4.000e-04, eta: 14:42:58, time: 1.181, data_time: 0.047, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8566, loss_cls: 1.3611, loss: 1.3611, grad_norm: 4.2686 2022-02-10 19:44:05,533 - mmaction - INFO - Epoch [214][460/940] lr: 4.000e-04, eta: 14:42:31, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8590, loss_cls: 1.3542, loss: 1.3542, grad_norm: 4.2771 2022-02-10 19:44:29,009 - mmaction - INFO - Epoch [214][480/940] lr: 4.000e-04, eta: 14:42:04, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8619, loss_cls: 1.3165, loss: 1.3165, grad_norm: 4.3251 2022-02-10 19:44:52,576 - mmaction - INFO - Epoch [214][500/940] lr: 4.000e-04, eta: 14:41:37, time: 1.178, data_time: 0.047, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8502, loss_cls: 1.3490, loss: 1.3490, grad_norm: 4.3361 2022-02-10 19:45:16,119 - mmaction - INFO - Epoch [214][520/940] lr: 4.000e-04, eta: 14:41:10, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6949, top5_acc: 0.8645, loss_cls: 1.2862, loss: 1.2862, grad_norm: 4.2416 2022-02-10 19:45:39,661 - mmaction - INFO - Epoch [214][540/940] lr: 4.000e-04, eta: 14:40:43, time: 1.177, data_time: 0.047, memory: 9497, top1_acc: 0.6713, top5_acc: 0.8654, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.3372 2022-02-10 19:46:03,146 - mmaction - INFO - Epoch [214][560/940] lr: 4.000e-04, eta: 14:40:15, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8639, loss_cls: 1.3133, loss: 1.3133, grad_norm: 4.3347 2022-02-10 19:46:26,624 - mmaction - INFO - Epoch [214][580/940] lr: 4.000e-04, eta: 14:39:48, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6717, top5_acc: 0.8516, loss_cls: 1.3873, loss: 1.3873, grad_norm: 4.3235 2022-02-10 19:46:50,147 - mmaction - INFO - Epoch [214][600/940] lr: 4.000e-04, eta: 14:39:21, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8631, loss_cls: 1.3068, loss: 1.3068, grad_norm: 4.3188 2022-02-10 19:47:13,579 - mmaction - INFO - Epoch [214][620/940] lr: 4.000e-04, eta: 14:38:54, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.6676, top5_acc: 0.8551, loss_cls: 1.3767, loss: 1.3767, grad_norm: 4.3295 2022-02-10 19:47:37,083 - mmaction - INFO - Epoch [214][640/940] lr: 4.000e-04, eta: 14:38:27, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8535, loss_cls: 1.3707, loss: 1.3707, grad_norm: 4.3693 2022-02-10 19:48:00,510 - mmaction - INFO - Epoch [214][660/940] lr: 4.000e-04, eta: 14:38:00, time: 1.171, data_time: 0.059, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8537, loss_cls: 1.3450, loss: 1.3450, grad_norm: 4.2834 2022-02-10 19:48:23,920 - mmaction - INFO - Epoch [214][680/940] lr: 4.000e-04, eta: 14:37:33, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8549, loss_cls: 1.3261, loss: 1.3261, grad_norm: 4.3217 2022-02-10 19:48:47,529 - mmaction - INFO - Epoch [214][700/940] lr: 4.000e-04, eta: 14:37:06, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8480, loss_cls: 1.3688, loss: 1.3688, grad_norm: 4.2883 2022-02-10 19:49:11,004 - mmaction - INFO - Epoch [214][720/940] lr: 4.000e-04, eta: 14:36:39, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8607, loss_cls: 1.3293, loss: 1.3293, grad_norm: 4.3880 2022-02-10 19:49:34,455 - mmaction - INFO - Epoch [214][740/940] lr: 4.000e-04, eta: 14:36:12, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8598, loss_cls: 1.3430, loss: 1.3430, grad_norm: 4.3262 2022-02-10 19:49:57,959 - mmaction - INFO - Epoch [214][760/940] lr: 4.000e-04, eta: 14:35:44, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6900, top5_acc: 0.8611, loss_cls: 1.2809, loss: 1.2809, grad_norm: 4.2586 2022-02-10 19:50:21,968 - mmaction - INFO - Epoch [214][780/940] lr: 4.000e-04, eta: 14:35:17, time: 1.201, data_time: 0.057, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8553, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.3862 2022-02-10 19:50:45,568 - mmaction - INFO - Epoch [214][800/940] lr: 4.000e-04, eta: 14:34:50, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8615, loss_cls: 1.3079, loss: 1.3079, grad_norm: 4.3316 2022-02-10 19:51:09,144 - mmaction - INFO - Epoch [214][820/940] lr: 4.000e-04, eta: 14:34:23, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8521, loss_cls: 1.3520, loss: 1.3520, grad_norm: 4.2975 2022-02-10 19:51:32,644 - mmaction - INFO - Epoch [214][840/940] lr: 4.000e-04, eta: 14:33:56, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8549, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.3034 2022-02-10 19:51:56,204 - mmaction - INFO - Epoch [214][860/940] lr: 4.000e-04, eta: 14:33:29, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8559, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.3205 2022-02-10 19:52:19,814 - mmaction - INFO - Epoch [214][880/940] lr: 4.000e-04, eta: 14:33:02, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8604, loss_cls: 1.3235, loss: 1.3235, grad_norm: 4.4227 2022-02-10 19:52:43,450 - mmaction - INFO - Epoch [214][900/940] lr: 4.000e-04, eta: 14:32:35, time: 1.182, data_time: 0.063, memory: 9497, top1_acc: 0.6717, top5_acc: 0.8516, loss_cls: 1.3669, loss: 1.3669, grad_norm: 4.3789 2022-02-10 19:53:07,046 - mmaction - INFO - Epoch [214][920/940] lr: 4.000e-04, eta: 14:32:08, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8562, loss_cls: 1.3499, loss: 1.3499, grad_norm: 4.3481 2022-02-10 19:53:29,461 - mmaction - INFO - Epoch [214][940/940] lr: 4.000e-04, eta: 14:31:41, time: 1.121, data_time: 0.052, memory: 9497, top1_acc: 0.6672, top5_acc: 0.8488, loss_cls: 1.3775, loss: 1.3775, grad_norm: 4.3506 2022-02-10 19:56:51,183 - mmaction - INFO - Epoch [215][20/940] lr: 4.000e-04, eta: 14:31:47, time: 9.723, data_time: 8.071, memory: 9497, top1_acc: 0.6715, top5_acc: 0.8480, loss_cls: 1.3834, loss: 1.3834, grad_norm: 4.3573 2022-02-10 19:57:14,389 - mmaction - INFO - Epoch [215][40/940] lr: 4.000e-04, eta: 14:31:20, time: 1.164, data_time: 0.051, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3569, loss: 1.3569, grad_norm: 4.3656 2022-02-10 19:57:37,634 - mmaction - INFO - Epoch [215][60/940] lr: 4.000e-04, eta: 14:30:53, time: 1.162, data_time: 0.047, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3190, loss: 1.3190, grad_norm: 4.3145 2022-02-10 19:58:00,901 - mmaction - INFO - Epoch [215][80/940] lr: 4.000e-04, eta: 14:30:26, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8557, loss_cls: 1.3401, loss: 1.3401, grad_norm: 4.2607 2022-02-10 19:58:24,177 - mmaction - INFO - Epoch [215][100/940] lr: 4.000e-04, eta: 14:29:59, time: 1.164, data_time: 0.046, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8498, loss_cls: 1.3564, loss: 1.3564, grad_norm: 4.3254 2022-02-10 19:58:47,486 - mmaction - INFO - Epoch [215][120/940] lr: 4.000e-04, eta: 14:29:31, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8596, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.2616 2022-02-10 19:59:10,753 - mmaction - INFO - Epoch [215][140/940] lr: 4.000e-04, eta: 14:29:04, time: 1.163, data_time: 0.051, memory: 9497, top1_acc: 0.6742, top5_acc: 0.8592, loss_cls: 1.3282, loss: 1.3282, grad_norm: 4.3134 2022-02-10 19:59:34,187 - mmaction - INFO - Epoch [215][160/940] lr: 4.000e-04, eta: 14:28:37, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8547, loss_cls: 1.3319, loss: 1.3319, grad_norm: 4.3506 2022-02-10 19:59:57,703 - mmaction - INFO - Epoch [215][180/940] lr: 4.000e-04, eta: 14:28:10, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6652, top5_acc: 0.8508, loss_cls: 1.3859, loss: 1.3859, grad_norm: 4.4245 2022-02-10 20:00:27,177 - mmaction - INFO - Epoch [215][200/940] lr: 4.000e-04, eta: 14:27:44, time: 1.471, data_time: 0.053, memory: 9497, top1_acc: 0.6908, top5_acc: 0.8619, loss_cls: 1.3232, loss: 1.3232, grad_norm: 4.2696 2022-02-10 20:00:50,794 - mmaction - INFO - Epoch [215][220/940] lr: 4.000e-04, eta: 14:27:17, time: 1.184, data_time: 0.065, memory: 9497, top1_acc: 0.6687, top5_acc: 0.8529, loss_cls: 1.3754, loss: 1.3754, grad_norm: 4.3018 2022-02-10 20:01:14,319 - mmaction - INFO - Epoch [215][240/940] lr: 4.000e-04, eta: 14:26:50, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8572, loss_cls: 1.3301, loss: 1.3301, grad_norm: 4.2625 2022-02-10 20:01:37,827 - mmaction - INFO - Epoch [215][260/940] lr: 4.000e-04, eta: 14:26:23, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6713, top5_acc: 0.8537, loss_cls: 1.3693, loss: 1.3693, grad_norm: 4.3475 2022-02-10 20:02:01,299 - mmaction - INFO - Epoch [215][280/940] lr: 4.000e-04, eta: 14:25:56, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8537, loss_cls: 1.3585, loss: 1.3585, grad_norm: 4.3058 2022-02-10 20:02:24,831 - mmaction - INFO - Epoch [215][300/940] lr: 4.000e-04, eta: 14:25:29, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8568, loss_cls: 1.3532, loss: 1.3532, grad_norm: 4.3275 2022-02-10 20:02:48,402 - mmaction - INFO - Epoch [215][320/940] lr: 4.000e-04, eta: 14:25:02, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8586, loss_cls: 1.3376, loss: 1.3376, grad_norm: 4.3187 2022-02-10 20:03:11,908 - mmaction - INFO - Epoch [215][340/940] lr: 4.000e-04, eta: 14:24:35, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6713, top5_acc: 0.8471, loss_cls: 1.3787, loss: 1.3787, grad_norm: 4.3963 2022-02-10 20:03:35,467 - mmaction - INFO - Epoch [215][360/940] lr: 4.000e-04, eta: 14:24:07, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6666, top5_acc: 0.8490, loss_cls: 1.3765, loss: 1.3765, grad_norm: 4.3267 2022-02-10 20:03:58,959 - mmaction - INFO - Epoch [215][380/940] lr: 4.000e-04, eta: 14:23:40, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3726, loss: 1.3726, grad_norm: 4.3962 2022-02-10 20:04:22,454 - mmaction - INFO - Epoch [215][400/940] lr: 4.000e-04, eta: 14:23:13, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.6730, top5_acc: 0.8527, loss_cls: 1.3889, loss: 1.3889, grad_norm: 4.4361 2022-02-10 20:04:46,065 - mmaction - INFO - Epoch [215][420/940] lr: 4.000e-04, eta: 14:22:46, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8490, loss_cls: 1.3343, loss: 1.3343, grad_norm: 4.3183 2022-02-10 20:05:09,642 - mmaction - INFO - Epoch [215][440/940] lr: 4.000e-04, eta: 14:22:19, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8576, loss_cls: 1.3478, loss: 1.3478, grad_norm: 4.3285 2022-02-10 20:05:33,125 - mmaction - INFO - Epoch [215][460/940] lr: 4.000e-04, eta: 14:21:52, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8562, loss_cls: 1.3480, loss: 1.3480, grad_norm: 4.3070 2022-02-10 20:05:56,705 - mmaction - INFO - Epoch [215][480/940] lr: 4.000e-04, eta: 14:21:25, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8557, loss_cls: 1.3510, loss: 1.3510, grad_norm: 4.3646 2022-02-10 20:06:20,232 - mmaction - INFO - Epoch [215][500/940] lr: 4.000e-04, eta: 14:20:58, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8566, loss_cls: 1.3245, loss: 1.3245, grad_norm: 4.2746 2022-02-10 20:06:43,860 - mmaction - INFO - Epoch [215][520/940] lr: 4.000e-04, eta: 14:20:31, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8574, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.3462 2022-02-10 20:07:07,314 - mmaction - INFO - Epoch [215][540/940] lr: 4.000e-04, eta: 14:20:04, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8564, loss_cls: 1.3464, loss: 1.3464, grad_norm: 4.3701 2022-02-10 20:07:30,862 - mmaction - INFO - Epoch [215][560/940] lr: 4.000e-04, eta: 14:19:37, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8633, loss_cls: 1.3023, loss: 1.3023, grad_norm: 4.3411 2022-02-10 20:07:54,382 - mmaction - INFO - Epoch [215][580/940] lr: 4.000e-04, eta: 14:19:10, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8643, loss_cls: 1.2991, loss: 1.2991, grad_norm: 4.3394 2022-02-10 20:08:17,947 - mmaction - INFO - Epoch [215][600/940] lr: 4.000e-04, eta: 14:18:42, time: 1.178, data_time: 0.069, memory: 9497, top1_acc: 0.6645, top5_acc: 0.8555, loss_cls: 1.3865, loss: 1.3865, grad_norm: 4.4335 2022-02-10 20:08:41,433 - mmaction - INFO - Epoch [215][620/940] lr: 4.000e-04, eta: 14:18:15, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8479, loss_cls: 1.3754, loss: 1.3754, grad_norm: 4.3611 2022-02-10 20:09:04,962 - mmaction - INFO - Epoch [215][640/940] lr: 4.000e-04, eta: 14:17:48, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8584, loss_cls: 1.3475, loss: 1.3475, grad_norm: 4.3132 2022-02-10 20:09:28,484 - mmaction - INFO - Epoch [215][660/940] lr: 4.000e-04, eta: 14:17:21, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8562, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.3619 2022-02-10 20:09:52,044 - mmaction - INFO - Epoch [215][680/940] lr: 4.000e-04, eta: 14:16:54, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8539, loss_cls: 1.3495, loss: 1.3495, grad_norm: 4.3562 2022-02-10 20:10:15,647 - mmaction - INFO - Epoch [215][700/940] lr: 4.000e-04, eta: 14:16:27, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8623, loss_cls: 1.3234, loss: 1.3234, grad_norm: 4.3504 2022-02-10 20:10:41,949 - mmaction - INFO - Epoch [215][720/940] lr: 4.000e-04, eta: 14:16:01, time: 1.315, data_time: 0.200, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8582, loss_cls: 1.3319, loss: 1.3319, grad_norm: 4.3720 2022-02-10 20:11:05,639 - mmaction - INFO - Epoch [215][740/940] lr: 4.000e-04, eta: 14:15:34, time: 1.185, data_time: 0.056, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8631, loss_cls: 1.2999, loss: 1.2999, grad_norm: 4.2621 2022-02-10 20:11:29,113 - mmaction - INFO - Epoch [215][760/940] lr: 4.000e-04, eta: 14:15:06, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8551, loss_cls: 1.3435, loss: 1.3435, grad_norm: 4.3626 2022-02-10 20:11:52,708 - mmaction - INFO - Epoch [215][780/940] lr: 4.000e-04, eta: 14:14:39, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8523, loss_cls: 1.3466, loss: 1.3466, grad_norm: 4.3076 2022-02-10 20:12:16,264 - mmaction - INFO - Epoch [215][800/940] lr: 4.000e-04, eta: 14:14:12, time: 1.177, data_time: 0.066, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8580, loss_cls: 1.3191, loss: 1.3191, grad_norm: 4.3404 2022-02-10 20:12:39,904 - mmaction - INFO - Epoch [215][820/940] lr: 4.000e-04, eta: 14:13:45, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8604, loss_cls: 1.3193, loss: 1.3193, grad_norm: 4.3129 2022-02-10 20:13:03,536 - mmaction - INFO - Epoch [215][840/940] lr: 4.000e-04, eta: 14:13:18, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8561, loss_cls: 1.3337, loss: 1.3337, grad_norm: 4.2523 2022-02-10 20:13:27,096 - mmaction - INFO - Epoch [215][860/940] lr: 4.000e-04, eta: 14:12:51, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8602, loss_cls: 1.3195, loss: 1.3195, grad_norm: 4.3834 2022-02-10 20:13:50,718 - mmaction - INFO - Epoch [215][880/940] lr: 4.000e-04, eta: 14:12:24, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8613, loss_cls: 1.3033, loss: 1.3033, grad_norm: 4.3289 2022-02-10 20:14:14,274 - mmaction - INFO - Epoch [215][900/940] lr: 4.000e-04, eta: 14:11:57, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.3346, loss: 1.3346, grad_norm: 4.3273 2022-02-10 20:14:37,914 - mmaction - INFO - Epoch [215][920/940] lr: 4.000e-04, eta: 14:11:30, time: 1.182, data_time: 0.062, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8541, loss_cls: 1.3442, loss: 1.3442, grad_norm: 4.3030 2022-02-10 20:15:00,251 - mmaction - INFO - Epoch [215][940/940] lr: 4.000e-04, eta: 14:11:03, time: 1.118, data_time: 0.067, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8535, loss_cls: 1.3554, loss: 1.3554, grad_norm: 4.3676 2022-02-10 20:15:03,183 - mmaction - INFO - Saving checkpoint at 215 epochs 2022-02-10 20:17:57,254 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 20:17:57,992 - mmaction - INFO - top1_acc 0.6917 top5_acc 0.8854 2022-02-10 20:17:57,992 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 20:17:58,023 - mmaction - INFO - mean_acc 0.6916 2022-02-10 20:17:58,024 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_210.pth was removed 2022-02-10 20:17:58,901 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_215.pth. 2022-02-10 20:17:58,901 - mmaction - INFO - Best top1_acc is 0.6917 at 215 epoch. 2022-02-10 20:17:58,911 - mmaction - INFO - Epoch(val) [215][78] top1_acc: 0.6917, top5_acc: 0.8854, mean_class_accuracy: 0.6916 2022-02-10 20:20:16,870 - mmaction - INFO - Epoch [216][20/940] lr: 4.000e-04, eta: 14:10:57, time: 6.895, data_time: 5.640, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8566, loss_cls: 1.3310, loss: 1.3310, grad_norm: 4.3469 2022-02-10 20:20:39,934 - mmaction - INFO - Epoch [216][40/940] lr: 4.000e-04, eta: 14:10:30, time: 1.153, data_time: 0.048, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8588, loss_cls: 1.3149, loss: 1.3149, grad_norm: 4.3068 2022-02-10 20:21:03,297 - mmaction - INFO - Epoch [216][60/940] lr: 4.000e-04, eta: 14:10:03, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8602, loss_cls: 1.3314, loss: 1.3314, grad_norm: 4.4099 2022-02-10 20:21:26,448 - mmaction - INFO - Epoch [216][80/940] lr: 4.000e-04, eta: 14:09:36, time: 1.158, data_time: 0.047, memory: 9497, top1_acc: 0.6691, top5_acc: 0.8529, loss_cls: 1.3697, loss: 1.3697, grad_norm: 4.3996 2022-02-10 20:21:49,838 - mmaction - INFO - Epoch [216][100/940] lr: 4.000e-04, eta: 14:09:09, time: 1.169, data_time: 0.047, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8564, loss_cls: 1.3413, loss: 1.3413, grad_norm: 4.3363 2022-02-10 20:22:13,130 - mmaction - INFO - Epoch [216][120/940] lr: 4.000e-04, eta: 14:08:42, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8545, loss_cls: 1.3607, loss: 1.3607, grad_norm: 4.4095 2022-02-10 20:22:36,362 - mmaction - INFO - Epoch [216][140/940] lr: 4.000e-04, eta: 14:08:15, time: 1.162, data_time: 0.054, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8525, loss_cls: 1.3636, loss: 1.3636, grad_norm: 4.4190 2022-02-10 20:22:59,701 - mmaction - INFO - Epoch [216][160/940] lr: 4.000e-04, eta: 14:07:48, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8668, loss_cls: 1.2805, loss: 1.2805, grad_norm: 4.2532 2022-02-10 20:23:23,028 - mmaction - INFO - Epoch [216][180/940] lr: 4.000e-04, eta: 14:07:20, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8586, loss_cls: 1.3348, loss: 1.3348, grad_norm: 4.3696 2022-02-10 20:23:46,319 - mmaction - INFO - Epoch [216][200/940] lr: 4.000e-04, eta: 14:06:53, time: 1.165, data_time: 0.051, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.3212, loss: 1.3212, grad_norm: 4.2467 2022-02-10 20:24:09,715 - mmaction - INFO - Epoch [216][220/940] lr: 4.000e-04, eta: 14:06:26, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8537, loss_cls: 1.3445, loss: 1.3445, grad_norm: 4.3202 2022-02-10 20:24:33,101 - mmaction - INFO - Epoch [216][240/940] lr: 4.000e-04, eta: 14:05:59, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8510, loss_cls: 1.3513, loss: 1.3513, grad_norm: 4.3491 2022-02-10 20:24:56,552 - mmaction - INFO - Epoch [216][260/940] lr: 4.000e-04, eta: 14:05:32, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8596, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.3038 2022-02-10 20:25:19,970 - mmaction - INFO - Epoch [216][280/940] lr: 4.000e-04, eta: 14:05:05, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8588, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.2853 2022-02-10 20:25:43,371 - mmaction - INFO - Epoch [216][300/940] lr: 4.000e-04, eta: 14:04:38, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8617, loss_cls: 1.3132, loss: 1.3132, grad_norm: 4.2426 2022-02-10 20:26:06,773 - mmaction - INFO - Epoch [216][320/940] lr: 4.000e-04, eta: 14:04:11, time: 1.170, data_time: 0.060, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8580, loss_cls: 1.3480, loss: 1.3480, grad_norm: 4.3161 2022-02-10 20:26:30,463 - mmaction - INFO - Epoch [216][340/940] lr: 4.000e-04, eta: 14:03:44, time: 1.184, data_time: 0.051, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8604, loss_cls: 1.3110, loss: 1.3110, grad_norm: 4.2950 2022-02-10 20:26:54,046 - mmaction - INFO - Epoch [216][360/940] lr: 4.000e-04, eta: 14:03:17, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8480, loss_cls: 1.3542, loss: 1.3542, grad_norm: 4.2764 2022-02-10 20:27:17,477 - mmaction - INFO - Epoch [216][380/940] lr: 4.000e-04, eta: 14:02:50, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8598, loss_cls: 1.3313, loss: 1.3313, grad_norm: 4.2982 2022-02-10 20:27:40,940 - mmaction - INFO - Epoch [216][400/940] lr: 4.000e-04, eta: 14:02:23, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8473, loss_cls: 1.3742, loss: 1.3742, grad_norm: 4.3575 2022-02-10 20:28:04,432 - mmaction - INFO - Epoch [216][420/940] lr: 4.000e-04, eta: 14:01:55, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6711, top5_acc: 0.8502, loss_cls: 1.3817, loss: 1.3817, grad_norm: 4.3486 2022-02-10 20:28:27,917 - mmaction - INFO - Epoch [216][440/940] lr: 4.000e-04, eta: 14:01:28, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8555, loss_cls: 1.3406, loss: 1.3406, grad_norm: 4.3479 2022-02-10 20:28:51,477 - mmaction - INFO - Epoch [216][460/940] lr: 4.000e-04, eta: 14:01:01, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8529, loss_cls: 1.3584, loss: 1.3584, grad_norm: 4.4203 2022-02-10 20:29:14,987 - mmaction - INFO - Epoch [216][480/940] lr: 4.000e-04, eta: 14:00:34, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8582, loss_cls: 1.3201, loss: 1.3201, grad_norm: 4.3580 2022-02-10 20:29:38,530 - mmaction - INFO - Epoch [216][500/940] lr: 4.000e-04, eta: 14:00:07, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8580, loss_cls: 1.3295, loss: 1.3295, grad_norm: 4.3298 2022-02-10 20:30:02,105 - mmaction - INFO - Epoch [216][520/940] lr: 4.000e-04, eta: 13:59:40, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8637, loss_cls: 1.3136, loss: 1.3136, grad_norm: 4.2351 2022-02-10 20:30:25,769 - mmaction - INFO - Epoch [216][540/940] lr: 4.000e-04, eta: 13:59:13, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6723, top5_acc: 0.8502, loss_cls: 1.3741, loss: 1.3741, grad_norm: 4.3682 2022-02-10 20:30:49,291 - mmaction - INFO - Epoch [216][560/940] lr: 4.000e-04, eta: 13:58:46, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6674, top5_acc: 0.8533, loss_cls: 1.3618, loss: 1.3618, grad_norm: 4.3620 2022-02-10 20:31:12,786 - mmaction - INFO - Epoch [216][580/940] lr: 4.000e-04, eta: 13:58:19, time: 1.175, data_time: 0.063, memory: 9497, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2818, loss: 1.2818, grad_norm: 4.2053 2022-02-10 20:31:36,387 - mmaction - INFO - Epoch [216][600/940] lr: 4.000e-04, eta: 13:57:52, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.6705, top5_acc: 0.8510, loss_cls: 1.3786, loss: 1.3786, grad_norm: 4.4083 2022-02-10 20:32:00,024 - mmaction - INFO - Epoch [216][620/940] lr: 4.000e-04, eta: 13:57:25, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8578, loss_cls: 1.3188, loss: 1.3188, grad_norm: 4.3662 2022-02-10 20:32:23,522 - mmaction - INFO - Epoch [216][640/940] lr: 4.000e-04, eta: 13:56:58, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.6930, top5_acc: 0.8652, loss_cls: 1.2884, loss: 1.2884, grad_norm: 4.2854 2022-02-10 20:32:47,055 - mmaction - INFO - Epoch [216][660/940] lr: 4.000e-04, eta: 13:56:31, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8576, loss_cls: 1.3479, loss: 1.3479, grad_norm: 4.3977 2022-02-10 20:33:10,588 - mmaction - INFO - Epoch [216][680/940] lr: 4.000e-04, eta: 13:56:04, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8510, loss_cls: 1.3503, loss: 1.3503, grad_norm: 4.3951 2022-02-10 20:33:34,084 - mmaction - INFO - Epoch [216][700/940] lr: 4.000e-04, eta: 13:55:37, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8600, loss_cls: 1.3387, loss: 1.3387, grad_norm: 4.3334 2022-02-10 20:33:57,669 - mmaction - INFO - Epoch [216][720/940] lr: 4.000e-04, eta: 13:55:10, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8580, loss_cls: 1.3248, loss: 1.3248, grad_norm: 4.2585 2022-02-10 20:34:21,181 - mmaction - INFO - Epoch [216][740/940] lr: 4.000e-04, eta: 13:54:43, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8516, loss_cls: 1.3793, loss: 1.3793, grad_norm: 4.3781 2022-02-10 20:34:44,783 - mmaction - INFO - Epoch [216][760/940] lr: 4.000e-04, eta: 13:54:16, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8629, loss_cls: 1.3263, loss: 1.3263, grad_norm: 4.3477 2022-02-10 20:35:08,420 - mmaction - INFO - Epoch [216][780/940] lr: 4.000e-04, eta: 13:53:49, time: 1.182, data_time: 0.060, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8529, loss_cls: 1.3607, loss: 1.3607, grad_norm: 4.3230 2022-02-10 20:35:32,063 - mmaction - INFO - Epoch [216][800/940] lr: 4.000e-04, eta: 13:53:21, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8574, loss_cls: 1.3266, loss: 1.3266, grad_norm: 4.2806 2022-02-10 20:35:55,564 - mmaction - INFO - Epoch [216][820/940] lr: 4.000e-04, eta: 13:52:54, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8619, loss_cls: 1.3220, loss: 1.3220, grad_norm: 4.3480 2022-02-10 20:36:19,241 - mmaction - INFO - Epoch [216][840/940] lr: 4.000e-04, eta: 13:52:27, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8553, loss_cls: 1.3516, loss: 1.3516, grad_norm: 4.3816 2022-02-10 20:36:42,991 - mmaction - INFO - Epoch [216][860/940] lr: 4.000e-04, eta: 13:52:00, time: 1.188, data_time: 0.055, memory: 9497, top1_acc: 0.6744, top5_acc: 0.8555, loss_cls: 1.3524, loss: 1.3524, grad_norm: 4.3280 2022-02-10 20:37:06,717 - mmaction - INFO - Epoch [216][880/940] lr: 4.000e-04, eta: 13:51:33, time: 1.186, data_time: 0.058, memory: 9497, top1_acc: 0.6682, top5_acc: 0.8533, loss_cls: 1.3755, loss: 1.3755, grad_norm: 4.4214 2022-02-10 20:37:30,302 - mmaction - INFO - Epoch [216][900/940] lr: 4.000e-04, eta: 13:51:06, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8574, loss_cls: 1.3252, loss: 1.3252, grad_norm: 4.3457 2022-02-10 20:37:53,902 - mmaction - INFO - Epoch [216][920/940] lr: 4.000e-04, eta: 13:50:39, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8609, loss_cls: 1.2976, loss: 1.2976, grad_norm: 4.2764 2022-02-10 20:38:16,236 - mmaction - INFO - Epoch [216][940/940] lr: 4.000e-04, eta: 13:50:12, time: 1.117, data_time: 0.065, memory: 9497, top1_acc: 0.6676, top5_acc: 0.8464, loss_cls: 1.3992, loss: 1.3992, grad_norm: 4.4794 2022-02-10 20:40:54,206 - mmaction - INFO - Epoch [217][20/940] lr: 4.000e-04, eta: 13:50:09, time: 7.790, data_time: 6.345, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8551, loss_cls: 1.3467, loss: 1.3467, grad_norm: 4.3498 2022-02-10 20:41:17,262 - mmaction - INFO - Epoch [217][40/940] lr: 4.000e-04, eta: 13:49:42, time: 1.154, data_time: 0.044, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8578, loss_cls: 1.3248, loss: 1.3248, grad_norm: 4.2766 2022-02-10 20:41:40,389 - mmaction - INFO - Epoch [217][60/940] lr: 4.000e-04, eta: 13:49:15, time: 1.156, data_time: 0.040, memory: 9497, top1_acc: 0.6641, top5_acc: 0.8514, loss_cls: 1.3849, loss: 1.3849, grad_norm: 4.3900 2022-02-10 20:42:03,589 - mmaction - INFO - Epoch [217][80/940] lr: 4.000e-04, eta: 13:48:48, time: 1.160, data_time: 0.042, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8457, loss_cls: 1.3651, loss: 1.3651, grad_norm: 4.3285 2022-02-10 20:42:26,947 - mmaction - INFO - Epoch [217][100/940] lr: 4.000e-04, eta: 13:48:21, time: 1.168, data_time: 0.044, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8576, loss_cls: 1.3343, loss: 1.3343, grad_norm: 4.4014 2022-02-10 20:42:50,226 - mmaction - INFO - Epoch [217][120/940] lr: 4.000e-04, eta: 13:47:54, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.3367 2022-02-10 20:43:13,448 - mmaction - INFO - Epoch [217][140/940] lr: 4.000e-04, eta: 13:47:27, time: 1.162, data_time: 0.049, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8602, loss_cls: 1.3350, loss: 1.3350, grad_norm: 4.3454 2022-02-10 20:43:36,768 - mmaction - INFO - Epoch [217][160/940] lr: 4.000e-04, eta: 13:47:00, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8562, loss_cls: 1.3239, loss: 1.3239, grad_norm: 4.2886 2022-02-10 20:44:00,035 - mmaction - INFO - Epoch [217][180/940] lr: 4.000e-04, eta: 13:46:33, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8625, loss_cls: 1.3149, loss: 1.3149, grad_norm: 4.3985 2022-02-10 20:44:23,419 - mmaction - INFO - Epoch [217][200/940] lr: 4.000e-04, eta: 13:46:06, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.6703, top5_acc: 0.8414, loss_cls: 1.3967, loss: 1.3967, grad_norm: 4.3505 2022-02-10 20:44:46,857 - mmaction - INFO - Epoch [217][220/940] lr: 4.000e-04, eta: 13:45:38, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8635, loss_cls: 1.3028, loss: 1.3028, grad_norm: 4.3687 2022-02-10 20:45:10,360 - mmaction - INFO - Epoch [217][240/940] lr: 4.000e-04, eta: 13:45:11, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8500, loss_cls: 1.3516, loss: 1.3516, grad_norm: 4.3663 2022-02-10 20:45:33,901 - mmaction - INFO - Epoch [217][260/940] lr: 4.000e-04, eta: 13:44:44, time: 1.177, data_time: 0.046, memory: 9497, top1_acc: 0.6703, top5_acc: 0.8580, loss_cls: 1.3714, loss: 1.3714, grad_norm: 4.4022 2022-02-10 20:45:57,337 - mmaction - INFO - Epoch [217][280/940] lr: 4.000e-04, eta: 13:44:17, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.6715, top5_acc: 0.8557, loss_cls: 1.3532, loss: 1.3532, grad_norm: 4.3731 2022-02-10 20:46:20,884 - mmaction - INFO - Epoch [217][300/940] lr: 4.000e-04, eta: 13:43:50, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8527, loss_cls: 1.3432, loss: 1.3432, grad_norm: 4.2930 2022-02-10 20:46:44,432 - mmaction - INFO - Epoch [217][320/940] lr: 4.000e-04, eta: 13:43:23, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3505, loss: 1.3505, grad_norm: 4.3565 2022-02-10 20:47:07,973 - mmaction - INFO - Epoch [217][340/940] lr: 4.000e-04, eta: 13:42:56, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.6729, top5_acc: 0.8518, loss_cls: 1.3681, loss: 1.3681, grad_norm: 4.3760 2022-02-10 20:47:31,590 - mmaction - INFO - Epoch [217][360/940] lr: 4.000e-04, eta: 13:42:29, time: 1.181, data_time: 0.049, memory: 9497, top1_acc: 0.6902, top5_acc: 0.8623, loss_cls: 1.3130, loss: 1.3130, grad_norm: 4.2404 2022-02-10 20:47:55,081 - mmaction - INFO - Epoch [217][380/940] lr: 4.000e-04, eta: 13:42:02, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8535, loss_cls: 1.3354, loss: 1.3354, grad_norm: 4.3512 2022-02-10 20:48:18,591 - mmaction - INFO - Epoch [217][400/940] lr: 4.000e-04, eta: 13:41:35, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8607, loss_cls: 1.3344, loss: 1.3344, grad_norm: 4.3839 2022-02-10 20:48:42,062 - mmaction - INFO - Epoch [217][420/940] lr: 4.000e-04, eta: 13:41:08, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6920, top5_acc: 0.8623, loss_cls: 1.2970, loss: 1.2970, grad_norm: 4.2600 2022-02-10 20:49:05,650 - mmaction - INFO - Epoch [217][440/940] lr: 4.000e-04, eta: 13:40:41, time: 1.179, data_time: 0.045, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3466, loss: 1.3466, grad_norm: 4.3832 2022-02-10 20:49:29,301 - mmaction - INFO - Epoch [217][460/940] lr: 4.000e-04, eta: 13:40:14, time: 1.183, data_time: 0.049, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8559, loss_cls: 1.3527, loss: 1.3527, grad_norm: 4.4122 2022-02-10 20:49:52,787 - mmaction - INFO - Epoch [217][480/940] lr: 4.000e-04, eta: 13:39:47, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8588, loss_cls: 1.3230, loss: 1.3230, grad_norm: 4.3176 2022-02-10 20:50:16,313 - mmaction - INFO - Epoch [217][500/940] lr: 4.000e-04, eta: 13:39:20, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8580, loss_cls: 1.3435, loss: 1.3435, grad_norm: 4.3116 2022-02-10 20:50:39,765 - mmaction - INFO - Epoch [217][520/940] lr: 4.000e-04, eta: 13:38:53, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8529, loss_cls: 1.3617, loss: 1.3617, grad_norm: 4.4009 2022-02-10 20:51:03,326 - mmaction - INFO - Epoch [217][540/940] lr: 4.000e-04, eta: 13:38:26, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8543, loss_cls: 1.3491, loss: 1.3491, grad_norm: 4.4078 2022-02-10 20:51:26,775 - mmaction - INFO - Epoch [217][560/940] lr: 4.000e-04, eta: 13:37:59, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8459, loss_cls: 1.3846, loss: 1.3846, grad_norm: 4.4124 2022-02-10 20:51:50,258 - mmaction - INFO - Epoch [217][580/940] lr: 4.000e-04, eta: 13:37:32, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.2819 2022-02-10 20:52:13,833 - mmaction - INFO - Epoch [217][600/940] lr: 4.000e-04, eta: 13:37:05, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8537, loss_cls: 1.3380, loss: 1.3380, grad_norm: 4.3623 2022-02-10 20:52:37,388 - mmaction - INFO - Epoch [217][620/940] lr: 4.000e-04, eta: 13:36:38, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8596, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.3425 2022-02-10 20:53:00,835 - mmaction - INFO - Epoch [217][640/940] lr: 4.000e-04, eta: 13:36:10, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8555, loss_cls: 1.3175, loss: 1.3175, grad_norm: 4.2506 2022-02-10 20:53:24,308 - mmaction - INFO - Epoch [217][660/940] lr: 4.000e-04, eta: 13:35:43, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8646, loss_cls: 1.3142, loss: 1.3142, grad_norm: 4.3374 2022-02-10 20:53:47,883 - mmaction - INFO - Epoch [217][680/940] lr: 4.000e-04, eta: 13:35:16, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.6682, top5_acc: 0.8506, loss_cls: 1.3688, loss: 1.3688, grad_norm: 4.3427 2022-02-10 20:54:11,422 - mmaction - INFO - Epoch [217][700/940] lr: 4.000e-04, eta: 13:34:49, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8590, loss_cls: 1.3111, loss: 1.3111, grad_norm: 4.3148 2022-02-10 20:54:35,036 - mmaction - INFO - Epoch [217][720/940] lr: 4.000e-04, eta: 13:34:22, time: 1.181, data_time: 0.045, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8625, loss_cls: 1.2930, loss: 1.2930, grad_norm: 4.2679 2022-02-10 20:54:58,640 - mmaction - INFO - Epoch [217][740/940] lr: 4.000e-04, eta: 13:33:55, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8598, loss_cls: 1.3165, loss: 1.3165, grad_norm: 4.3388 2022-02-10 20:55:22,263 - mmaction - INFO - Epoch [217][760/940] lr: 4.000e-04, eta: 13:33:28, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8586, loss_cls: 1.3070, loss: 1.3070, grad_norm: 4.2339 2022-02-10 20:55:46,002 - mmaction - INFO - Epoch [217][780/940] lr: 4.000e-04, eta: 13:33:01, time: 1.187, data_time: 0.053, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8510, loss_cls: 1.3509, loss: 1.3509, grad_norm: 4.3992 2022-02-10 20:56:09,635 - mmaction - INFO - Epoch [217][800/940] lr: 4.000e-04, eta: 13:32:34, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8578, loss_cls: 1.3113, loss: 1.3113, grad_norm: 4.2915 2022-02-10 20:56:33,165 - mmaction - INFO - Epoch [217][820/940] lr: 4.000e-04, eta: 13:32:07, time: 1.176, data_time: 0.046, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8551, loss_cls: 1.3555, loss: 1.3555, grad_norm: 4.3720 2022-02-10 20:56:56,879 - mmaction - INFO - Epoch [217][840/940] lr: 4.000e-04, eta: 13:31:40, time: 1.186, data_time: 0.051, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8590, loss_cls: 1.3117, loss: 1.3117, grad_norm: 4.3719 2022-02-10 20:57:20,560 - mmaction - INFO - Epoch [217][860/940] lr: 4.000e-04, eta: 13:31:13, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8650, loss_cls: 1.3144, loss: 1.3144, grad_norm: 4.2919 2022-02-10 20:57:44,233 - mmaction - INFO - Epoch [217][880/940] lr: 4.000e-04, eta: 13:30:46, time: 1.184, data_time: 0.054, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8588, loss_cls: 1.3430, loss: 1.3430, grad_norm: 4.2869 2022-02-10 20:58:07,922 - mmaction - INFO - Epoch [217][900/940] lr: 4.000e-04, eta: 13:30:19, time: 1.184, data_time: 0.056, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8607, loss_cls: 1.3277, loss: 1.3277, grad_norm: 4.3478 2022-02-10 20:58:31,614 - mmaction - INFO - Epoch [217][920/940] lr: 4.000e-04, eta: 13:29:52, time: 1.185, data_time: 0.051, memory: 9497, top1_acc: 0.6701, top5_acc: 0.8562, loss_cls: 1.3497, loss: 1.3497, grad_norm: 4.3470 2022-02-10 20:58:53,990 - mmaction - INFO - Epoch [217][940/940] lr: 4.000e-04, eta: 13:29:25, time: 1.119, data_time: 0.053, memory: 9497, top1_acc: 0.6759, top5_acc: 0.8539, loss_cls: 1.3627, loss: 1.3627, grad_norm: 4.3959 2022-02-10 21:01:35,624 - mmaction - INFO - Epoch [218][20/940] lr: 4.000e-04, eta: 13:29:22, time: 7.932, data_time: 6.248, memory: 9497, top1_acc: 0.6699, top5_acc: 0.8486, loss_cls: 1.3836, loss: 1.3836, grad_norm: 4.4158 2022-02-10 21:01:58,751 - mmaction - INFO - Epoch [218][40/940] lr: 4.000e-04, eta: 13:28:55, time: 1.158, data_time: 0.058, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8488, loss_cls: 1.3617, loss: 1.3617, grad_norm: 4.3894 2022-02-10 21:02:21,910 - mmaction - INFO - Epoch [218][60/940] lr: 4.000e-04, eta: 13:28:28, time: 1.158, data_time: 0.044, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8564, loss_cls: 1.3738, loss: 1.3738, grad_norm: 4.4631 2022-02-10 21:02:45,119 - mmaction - INFO - Epoch [218][80/940] lr: 4.000e-04, eta: 13:28:01, time: 1.160, data_time: 0.045, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8668, loss_cls: 1.2882, loss: 1.2882, grad_norm: 4.3300 2022-02-10 21:03:08,343 - mmaction - INFO - Epoch [218][100/940] lr: 4.000e-04, eta: 13:27:34, time: 1.161, data_time: 0.050, memory: 9497, top1_acc: 0.6730, top5_acc: 0.8539, loss_cls: 1.3551, loss: 1.3551, grad_norm: 4.4131 2022-02-10 21:03:31,520 - mmaction - INFO - Epoch [218][120/940] lr: 4.000e-04, eta: 13:27:07, time: 1.159, data_time: 0.054, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8639, loss_cls: 1.3302, loss: 1.3302, grad_norm: 4.3811 2022-02-10 21:03:54,826 - mmaction - INFO - Epoch [218][140/940] lr: 4.000e-04, eta: 13:26:40, time: 1.165, data_time: 0.054, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8568, loss_cls: 1.3336, loss: 1.3336, grad_norm: 4.3844 2022-02-10 21:04:18,123 - mmaction - INFO - Epoch [218][160/940] lr: 4.000e-04, eta: 13:26:13, time: 1.165, data_time: 0.054, memory: 9497, top1_acc: 0.6686, top5_acc: 0.8568, loss_cls: 1.3678, loss: 1.3678, grad_norm: 4.3623 2022-02-10 21:04:41,533 - mmaction - INFO - Epoch [218][180/940] lr: 4.000e-04, eta: 13:25:45, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.6729, top5_acc: 0.8543, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.3260 2022-02-10 21:05:04,865 - mmaction - INFO - Epoch [218][200/940] lr: 4.000e-04, eta: 13:25:18, time: 1.166, data_time: 0.054, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8633, loss_cls: 1.2917, loss: 1.2917, grad_norm: 4.3474 2022-02-10 21:05:28,233 - mmaction - INFO - Epoch [218][220/940] lr: 4.000e-04, eta: 13:24:51, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8586, loss_cls: 1.3320, loss: 1.3320, grad_norm: 4.2417 2022-02-10 21:05:51,685 - mmaction - INFO - Epoch [218][240/940] lr: 4.000e-04, eta: 13:24:24, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8584, loss_cls: 1.3335, loss: 1.3335, grad_norm: 4.3359 2022-02-10 21:06:15,159 - mmaction - INFO - Epoch [218][260/940] lr: 4.000e-04, eta: 13:23:57, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8588, loss_cls: 1.3363, loss: 1.3363, grad_norm: 4.4094 2022-02-10 21:06:38,726 - mmaction - INFO - Epoch [218][280/940] lr: 4.000e-04, eta: 13:23:30, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8553, loss_cls: 1.3509, loss: 1.3509, grad_norm: 4.3887 2022-02-10 21:07:02,362 - mmaction - INFO - Epoch [218][300/940] lr: 4.000e-04, eta: 13:23:03, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8627, loss_cls: 1.3139, loss: 1.3139, grad_norm: 4.3401 2022-02-10 21:07:25,934 - mmaction - INFO - Epoch [218][320/940] lr: 4.000e-04, eta: 13:22:36, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8559, loss_cls: 1.2989, loss: 1.2989, grad_norm: 4.2246 2022-02-10 21:07:49,487 - mmaction - INFO - Epoch [218][340/940] lr: 4.000e-04, eta: 13:22:09, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8588, loss_cls: 1.3261, loss: 1.3261, grad_norm: 4.3444 2022-02-10 21:08:12,958 - mmaction - INFO - Epoch [218][360/940] lr: 4.000e-04, eta: 13:21:42, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.3756, loss: 1.3756, grad_norm: 4.3827 2022-02-10 21:08:36,482 - mmaction - INFO - Epoch [218][380/940] lr: 4.000e-04, eta: 13:21:15, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8654, loss_cls: 1.2903, loss: 1.2903, grad_norm: 4.3319 2022-02-10 21:09:00,068 - mmaction - INFO - Epoch [218][400/940] lr: 4.000e-04, eta: 13:20:48, time: 1.179, data_time: 0.063, memory: 9497, top1_acc: 0.6918, top5_acc: 0.8586, loss_cls: 1.3217, loss: 1.3217, grad_norm: 4.3295 2022-02-10 21:09:23,683 - mmaction - INFO - Epoch [218][420/940] lr: 4.000e-04, eta: 13:20:21, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8574, loss_cls: 1.3164, loss: 1.3164, grad_norm: 4.2693 2022-02-10 21:09:47,242 - mmaction - INFO - Epoch [218][440/940] lr: 4.000e-04, eta: 13:19:54, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8594, loss_cls: 1.3407, loss: 1.3407, grad_norm: 4.3487 2022-02-10 21:10:10,810 - mmaction - INFO - Epoch [218][460/940] lr: 4.000e-04, eta: 13:19:27, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8588, loss_cls: 1.3254, loss: 1.3254, grad_norm: 4.3627 2022-02-10 21:10:34,452 - mmaction - INFO - Epoch [218][480/940] lr: 4.000e-04, eta: 13:19:00, time: 1.183, data_time: 0.064, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8520, loss_cls: 1.3495, loss: 1.3495, grad_norm: 4.3000 2022-02-10 21:10:57,943 - mmaction - INFO - Epoch [218][500/940] lr: 4.000e-04, eta: 13:18:33, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8561, loss_cls: 1.3559, loss: 1.3559, grad_norm: 4.3726 2022-02-10 21:11:21,448 - mmaction - INFO - Epoch [218][520/940] lr: 4.000e-04, eta: 13:18:06, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8646, loss_cls: 1.3155, loss: 1.3155, grad_norm: 4.3708 2022-02-10 21:11:45,035 - mmaction - INFO - Epoch [218][540/940] lr: 4.000e-04, eta: 13:17:39, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6643, top5_acc: 0.8539, loss_cls: 1.3679, loss: 1.3679, grad_norm: 4.3977 2022-02-10 21:12:08,557 - mmaction - INFO - Epoch [218][560/940] lr: 4.000e-04, eta: 13:17:12, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3655, loss: 1.3655, grad_norm: 4.3949 2022-02-10 21:12:32,092 - mmaction - INFO - Epoch [218][580/940] lr: 4.000e-04, eta: 13:16:45, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8521, loss_cls: 1.3545, loss: 1.3545, grad_norm: 4.4051 2022-02-10 21:12:55,606 - mmaction - INFO - Epoch [218][600/940] lr: 4.000e-04, eta: 13:16:18, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8596, loss_cls: 1.3208, loss: 1.3208, grad_norm: 4.3895 2022-02-10 21:13:19,066 - mmaction - INFO - Epoch [218][620/940] lr: 4.000e-04, eta: 13:15:51, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8551, loss_cls: 1.3268, loss: 1.3268, grad_norm: 4.3027 2022-02-10 21:13:42,572 - mmaction - INFO - Epoch [218][640/940] lr: 4.000e-04, eta: 13:15:24, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6697, top5_acc: 0.8521, loss_cls: 1.3895, loss: 1.3895, grad_norm: 4.4288 2022-02-10 21:14:05,972 - mmaction - INFO - Epoch [218][660/940] lr: 4.000e-04, eta: 13:14:57, time: 1.170, data_time: 0.060, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8592, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.3475 2022-02-10 21:14:29,489 - mmaction - INFO - Epoch [218][680/940] lr: 4.000e-04, eta: 13:14:30, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8559, loss_cls: 1.3501, loss: 1.3501, grad_norm: 4.4213 2022-02-10 21:14:52,983 - mmaction - INFO - Epoch [218][700/940] lr: 4.000e-04, eta: 13:14:03, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8553, loss_cls: 1.3421, loss: 1.3421, grad_norm: 4.4242 2022-02-10 21:15:16,623 - mmaction - INFO - Epoch [218][720/940] lr: 4.000e-04, eta: 13:13:36, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8572, loss_cls: 1.3441, loss: 1.3441, grad_norm: 4.4118 2022-02-10 21:15:40,090 - mmaction - INFO - Epoch [218][740/940] lr: 4.000e-04, eta: 13:13:09, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8469, loss_cls: 1.3683, loss: 1.3683, grad_norm: 4.3348 2022-02-10 21:16:03,667 - mmaction - INFO - Epoch [218][760/940] lr: 4.000e-04, eta: 13:12:42, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8590, loss_cls: 1.3217, loss: 1.3217, grad_norm: 4.3144 2022-02-10 21:16:27,096 - mmaction - INFO - Epoch [218][780/940] lr: 4.000e-04, eta: 13:12:15, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8590, loss_cls: 1.3137, loss: 1.3137, grad_norm: 4.3489 2022-02-10 21:16:50,685 - mmaction - INFO - Epoch [218][800/940] lr: 4.000e-04, eta: 13:11:48, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6744, top5_acc: 0.8496, loss_cls: 1.3670, loss: 1.3670, grad_norm: 4.4127 2022-02-10 21:17:14,177 - mmaction - INFO - Epoch [218][820/940] lr: 4.000e-04, eta: 13:11:21, time: 1.175, data_time: 0.065, memory: 9497, top1_acc: 0.6730, top5_acc: 0.8523, loss_cls: 1.3696, loss: 1.3696, grad_norm: 4.4095 2022-02-10 21:17:37,724 - mmaction - INFO - Epoch [218][840/940] lr: 4.000e-04, eta: 13:10:54, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8555, loss_cls: 1.3248, loss: 1.3248, grad_norm: 4.3727 2022-02-10 21:18:01,283 - mmaction - INFO - Epoch [218][860/940] lr: 4.000e-04, eta: 13:10:27, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3518, loss: 1.3518, grad_norm: 4.4036 2022-02-10 21:18:24,856 - mmaction - INFO - Epoch [218][880/940] lr: 4.000e-04, eta: 13:10:00, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8588, loss_cls: 1.3347, loss: 1.3347, grad_norm: 4.3913 2022-02-10 21:18:48,427 - mmaction - INFO - Epoch [218][900/940] lr: 4.000e-04, eta: 13:09:33, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8541, loss_cls: 1.3404, loss: 1.3404, grad_norm: 4.3648 2022-02-10 21:19:12,220 - mmaction - INFO - Epoch [218][920/940] lr: 4.000e-04, eta: 13:09:06, time: 1.189, data_time: 0.062, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8650, loss_cls: 1.3135, loss: 1.3135, grad_norm: 4.3903 2022-02-10 21:19:34,646 - mmaction - INFO - Epoch [218][940/940] lr: 4.000e-04, eta: 13:08:38, time: 1.121, data_time: 0.064, memory: 9497, top1_acc: 0.6810, top5_acc: 0.8521, loss_cls: 1.3409, loss: 1.3409, grad_norm: 4.3252 2022-02-10 21:22:46,775 - mmaction - INFO - Epoch [219][20/940] lr: 4.000e-04, eta: 13:08:40, time: 9.304, data_time: 8.076, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8588, loss_cls: 1.3396, loss: 1.3396, grad_norm: 4.3619 2022-02-10 21:23:09,775 - mmaction - INFO - Epoch [219][40/940] lr: 4.000e-04, eta: 13:08:13, time: 1.150, data_time: 0.054, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8543, loss_cls: 1.3429, loss: 1.3429, grad_norm: 4.3534 2022-02-10 21:23:32,920 - mmaction - INFO - Epoch [219][60/940] lr: 4.000e-04, eta: 13:07:45, time: 1.157, data_time: 0.047, memory: 9497, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3475, loss: 1.3475, grad_norm: 4.3522 2022-02-10 21:23:56,145 - mmaction - INFO - Epoch [219][80/940] lr: 4.000e-04, eta: 13:07:18, time: 1.162, data_time: 0.048, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8535, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.3331 2022-02-10 21:24:19,428 - mmaction - INFO - Epoch [219][100/940] lr: 4.000e-04, eta: 13:06:51, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8502, loss_cls: 1.3628, loss: 1.3628, grad_norm: 4.3518 2022-02-10 21:24:42,704 - mmaction - INFO - Epoch [219][120/940] lr: 4.000e-04, eta: 13:06:24, time: 1.164, data_time: 0.050, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8562, loss_cls: 1.3273, loss: 1.3273, grad_norm: 4.2978 2022-02-10 21:25:05,983 - mmaction - INFO - Epoch [219][140/940] lr: 4.000e-04, eta: 13:05:57, time: 1.164, data_time: 0.049, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8572, loss_cls: 1.3432, loss: 1.3432, grad_norm: 4.3755 2022-02-10 21:25:29,393 - mmaction - INFO - Epoch [219][160/940] lr: 4.000e-04, eta: 13:05:30, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8584, loss_cls: 1.3561, loss: 1.3561, grad_norm: 4.4615 2022-02-10 21:25:52,744 - mmaction - INFO - Epoch [219][180/940] lr: 4.000e-04, eta: 13:05:03, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.6701, top5_acc: 0.8535, loss_cls: 1.3552, loss: 1.3552, grad_norm: 4.4348 2022-02-10 21:26:16,104 - mmaction - INFO - Epoch [219][200/940] lr: 4.000e-04, eta: 13:04:36, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8646, loss_cls: 1.3128, loss: 1.3128, grad_norm: 4.3459 2022-02-10 21:26:39,437 - mmaction - INFO - Epoch [219][220/940] lr: 4.000e-04, eta: 13:04:09, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8650, loss_cls: 1.2891, loss: 1.2891, grad_norm: 4.3268 2022-02-10 21:27:02,844 - mmaction - INFO - Epoch [219][240/940] lr: 4.000e-04, eta: 13:03:42, time: 1.170, data_time: 0.053, memory: 9497, top1_acc: 0.6689, top5_acc: 0.8541, loss_cls: 1.3614, loss: 1.3614, grad_norm: 4.4311 2022-02-10 21:27:26,428 - mmaction - INFO - Epoch [219][260/940] lr: 4.000e-04, eta: 13:03:15, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8531, loss_cls: 1.3498, loss: 1.3498, grad_norm: 4.4227 2022-02-10 21:27:50,057 - mmaction - INFO - Epoch [219][280/940] lr: 4.000e-04, eta: 13:02:48, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8598, loss_cls: 1.3350, loss: 1.3350, grad_norm: 4.3595 2022-02-10 21:28:13,577 - mmaction - INFO - Epoch [219][300/940] lr: 4.000e-04, eta: 13:02:21, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8615, loss_cls: 1.2918, loss: 1.2918, grad_norm: 4.3015 2022-02-10 21:28:37,240 - mmaction - INFO - Epoch [219][320/940] lr: 4.000e-04, eta: 13:01:54, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.6961, top5_acc: 0.8654, loss_cls: 1.2696, loss: 1.2696, grad_norm: 4.3046 2022-02-10 21:29:00,840 - mmaction - INFO - Epoch [219][340/940] lr: 4.000e-04, eta: 13:01:27, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8643, loss_cls: 1.3096, loss: 1.3096, grad_norm: 4.3146 2022-02-10 21:29:24,488 - mmaction - INFO - Epoch [219][360/940] lr: 4.000e-04, eta: 13:01:00, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.6932, top5_acc: 0.8627, loss_cls: 1.2918, loss: 1.2918, grad_norm: 4.2582 2022-02-10 21:29:48,101 - mmaction - INFO - Epoch [219][380/940] lr: 4.000e-04, eta: 13:00:33, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8539, loss_cls: 1.3485, loss: 1.3485, grad_norm: 4.3513 2022-02-10 21:30:11,706 - mmaction - INFO - Epoch [219][400/940] lr: 4.000e-04, eta: 13:00:06, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8555, loss_cls: 1.3368, loss: 1.3368, grad_norm: 4.3376 2022-02-10 21:30:35,267 - mmaction - INFO - Epoch [219][420/940] lr: 4.000e-04, eta: 12:59:39, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8605, loss_cls: 1.3394, loss: 1.3394, grad_norm: 4.4174 2022-02-10 21:30:58,888 - mmaction - INFO - Epoch [219][440/940] lr: 4.000e-04, eta: 12:59:12, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6723, top5_acc: 0.8496, loss_cls: 1.3763, loss: 1.3763, grad_norm: 4.4271 2022-02-10 21:31:22,547 - mmaction - INFO - Epoch [219][460/940] lr: 4.000e-04, eta: 12:58:45, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8557, loss_cls: 1.3471, loss: 1.3471, grad_norm: 4.4447 2022-02-10 21:31:46,105 - mmaction - INFO - Epoch [219][480/940] lr: 4.000e-04, eta: 12:58:18, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8598, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.4302 2022-02-10 21:32:09,629 - mmaction - INFO - Epoch [219][500/940] lr: 4.000e-04, eta: 12:57:51, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8553, loss_cls: 1.3318, loss: 1.3318, grad_norm: 4.3523 2022-02-10 21:32:33,205 - mmaction - INFO - Epoch [219][520/940] lr: 4.000e-04, eta: 12:57:24, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8535, loss_cls: 1.3562, loss: 1.3562, grad_norm: 4.4322 2022-02-10 21:32:56,895 - mmaction - INFO - Epoch [219][540/940] lr: 4.000e-04, eta: 12:56:57, time: 1.185, data_time: 0.060, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8615, loss_cls: 1.3228, loss: 1.3228, grad_norm: 4.4055 2022-02-10 21:33:20,550 - mmaction - INFO - Epoch [219][560/940] lr: 4.000e-04, eta: 12:56:30, time: 1.183, data_time: 0.053, memory: 9497, top1_acc: 0.6637, top5_acc: 0.8453, loss_cls: 1.4082, loss: 1.4082, grad_norm: 4.4783 2022-02-10 21:33:44,145 - mmaction - INFO - Epoch [219][580/940] lr: 4.000e-04, eta: 12:56:03, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8551, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.3466 2022-02-10 21:34:07,624 - mmaction - INFO - Epoch [219][600/940] lr: 4.000e-04, eta: 12:55:36, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8525, loss_cls: 1.3573, loss: 1.3573, grad_norm: 4.3756 2022-02-10 21:34:31,316 - mmaction - INFO - Epoch [219][620/940] lr: 4.000e-04, eta: 12:55:09, time: 1.184, data_time: 0.059, memory: 9497, top1_acc: 0.6670, top5_acc: 0.8506, loss_cls: 1.3812, loss: 1.3812, grad_norm: 4.4980 2022-02-10 21:34:55,081 - mmaction - INFO - Epoch [219][640/940] lr: 4.000e-04, eta: 12:54:42, time: 1.188, data_time: 0.069, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8596, loss_cls: 1.3292, loss: 1.3292, grad_norm: 4.3413 2022-02-10 21:35:18,661 - mmaction - INFO - Epoch [219][660/940] lr: 4.000e-04, eta: 12:54:15, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8566, loss_cls: 1.3287, loss: 1.3287, grad_norm: 4.3846 2022-02-10 21:35:42,198 - mmaction - INFO - Epoch [219][680/940] lr: 4.000e-04, eta: 12:53:48, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8570, loss_cls: 1.3054, loss: 1.3054, grad_norm: 4.3528 2022-02-10 21:36:05,748 - mmaction - INFO - Epoch [219][700/940] lr: 4.000e-04, eta: 12:53:21, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8551, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.3666 2022-02-10 21:36:29,354 - mmaction - INFO - Epoch [219][720/940] lr: 4.000e-04, eta: 12:52:54, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8617, loss_cls: 1.3382, loss: 1.3382, grad_norm: 4.4430 2022-02-10 21:36:52,953 - mmaction - INFO - Epoch [219][740/940] lr: 4.000e-04, eta: 12:52:27, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8623, loss_cls: 1.3248, loss: 1.3248, grad_norm: 4.4234 2022-02-10 21:37:16,536 - mmaction - INFO - Epoch [219][760/940] lr: 4.000e-04, eta: 12:52:00, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6691, top5_acc: 0.8541, loss_cls: 1.3531, loss: 1.3531, grad_norm: 4.4426 2022-02-10 21:37:40,229 - mmaction - INFO - Epoch [219][780/940] lr: 4.000e-04, eta: 12:51:33, time: 1.185, data_time: 0.065, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8523, loss_cls: 1.3554, loss: 1.3554, grad_norm: 4.4276 2022-02-10 21:38:03,813 - mmaction - INFO - Epoch [219][800/940] lr: 4.000e-04, eta: 12:51:06, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8594, loss_cls: 1.3176, loss: 1.3176, grad_norm: 4.3629 2022-02-10 21:38:27,498 - mmaction - INFO - Epoch [219][820/940] lr: 4.000e-04, eta: 12:50:39, time: 1.184, data_time: 0.060, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8541, loss_cls: 1.3440, loss: 1.3440, grad_norm: 4.4070 2022-02-10 21:38:51,010 - mmaction - INFO - Epoch [219][840/940] lr: 4.000e-04, eta: 12:50:12, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8502, loss_cls: 1.3844, loss: 1.3844, grad_norm: 4.4068 2022-02-10 21:39:14,561 - mmaction - INFO - Epoch [219][860/940] lr: 4.000e-04, eta: 12:49:45, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8539, loss_cls: 1.3393, loss: 1.3393, grad_norm: 4.4130 2022-02-10 21:39:38,093 - mmaction - INFO - Epoch [219][880/940] lr: 4.000e-04, eta: 12:49:18, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.3953 2022-02-10 21:40:01,723 - mmaction - INFO - Epoch [219][900/940] lr: 4.000e-04, eta: 12:48:51, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8639, loss_cls: 1.2945, loss: 1.2945, grad_norm: 4.2803 2022-02-10 21:40:26,884 - mmaction - INFO - Epoch [219][920/940] lr: 4.000e-04, eta: 12:48:24, time: 1.258, data_time: 0.060, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8619, loss_cls: 1.3090, loss: 1.3090, grad_norm: 4.3060 2022-02-10 21:40:49,145 - mmaction - INFO - Epoch [219][940/940] lr: 4.000e-04, eta: 12:47:57, time: 1.113, data_time: 0.063, memory: 9497, top1_acc: 0.6974, top5_acc: 0.8663, loss_cls: 1.2818, loss: 1.2818, grad_norm: 4.2958 2022-02-10 21:43:42,929 - mmaction - INFO - Epoch [220][20/940] lr: 4.000e-04, eta: 12:47:55, time: 8.577, data_time: 6.653, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8584, loss_cls: 1.3481, loss: 1.3481, grad_norm: 4.4094 2022-02-10 21:44:05,909 - mmaction - INFO - Epoch [220][40/940] lr: 4.000e-04, eta: 12:47:28, time: 1.149, data_time: 0.045, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8516, loss_cls: 1.3552, loss: 1.3552, grad_norm: 4.3318 2022-02-10 21:44:28,861 - mmaction - INFO - Epoch [220][60/940] lr: 4.000e-04, eta: 12:47:01, time: 1.147, data_time: 0.045, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8611, loss_cls: 1.3260, loss: 1.3260, grad_norm: 4.3602 2022-02-10 21:44:51,931 - mmaction - INFO - Epoch [220][80/940] lr: 4.000e-04, eta: 12:46:34, time: 1.153, data_time: 0.048, memory: 9497, top1_acc: 0.6916, top5_acc: 0.8598, loss_cls: 1.3016, loss: 1.3016, grad_norm: 4.3146 2022-02-10 21:45:15,184 - mmaction - INFO - Epoch [220][100/940] lr: 4.000e-04, eta: 12:46:07, time: 1.162, data_time: 0.048, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8582, loss_cls: 1.3221, loss: 1.3221, grad_norm: 4.3368 2022-02-10 21:45:38,455 - mmaction - INFO - Epoch [220][120/940] lr: 4.000e-04, eta: 12:45:40, time: 1.164, data_time: 0.045, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8504, loss_cls: 1.3617, loss: 1.3617, grad_norm: 4.3722 2022-02-10 21:46:01,729 - mmaction - INFO - Epoch [220][140/940] lr: 4.000e-04, eta: 12:45:13, time: 1.163, data_time: 0.045, memory: 9497, top1_acc: 0.6934, top5_acc: 0.8682, loss_cls: 1.2852, loss: 1.2852, grad_norm: 4.3701 2022-02-10 21:46:25,072 - mmaction - INFO - Epoch [220][160/940] lr: 4.000e-04, eta: 12:44:46, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.6711, top5_acc: 0.8512, loss_cls: 1.3885, loss: 1.3885, grad_norm: 4.3973 2022-02-10 21:46:48,418 - mmaction - INFO - Epoch [220][180/940] lr: 4.000e-04, eta: 12:44:19, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3005, loss: 1.3005, grad_norm: 4.3127 2022-02-10 21:47:11,771 - mmaction - INFO - Epoch [220][200/940] lr: 4.000e-04, eta: 12:43:51, time: 1.168, data_time: 0.057, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3523, loss: 1.3523, grad_norm: 4.4198 2022-02-10 21:47:35,339 - mmaction - INFO - Epoch [220][220/940] lr: 4.000e-04, eta: 12:43:24, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8533, loss_cls: 1.3537, loss: 1.3537, grad_norm: 4.3023 2022-02-10 21:47:58,857 - mmaction - INFO - Epoch [220][240/940] lr: 4.000e-04, eta: 12:42:57, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8531, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.2672 2022-02-10 21:48:22,310 - mmaction - INFO - Epoch [220][260/940] lr: 4.000e-04, eta: 12:42:30, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8537, loss_cls: 1.3693, loss: 1.3693, grad_norm: 4.3574 2022-02-10 21:48:45,854 - mmaction - INFO - Epoch [220][280/940] lr: 4.000e-04, eta: 12:42:03, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8537, loss_cls: 1.3211, loss: 1.3211, grad_norm: 4.3605 2022-02-10 21:49:09,261 - mmaction - INFO - Epoch [220][300/940] lr: 4.000e-04, eta: 12:41:36, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.6965, top5_acc: 0.8664, loss_cls: 1.2754, loss: 1.2754, grad_norm: 4.3067 2022-02-10 21:49:32,820 - mmaction - INFO - Epoch [220][320/940] lr: 4.000e-04, eta: 12:41:09, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6650, top5_acc: 0.8500, loss_cls: 1.3979, loss: 1.3979, grad_norm: 4.5703 2022-02-10 21:49:56,296 - mmaction - INFO - Epoch [220][340/940] lr: 4.000e-04, eta: 12:40:42, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8633, loss_cls: 1.3045, loss: 1.3045, grad_norm: 4.3349 2022-02-10 21:50:20,064 - mmaction - INFO - Epoch [220][360/940] lr: 4.000e-04, eta: 12:40:15, time: 1.188, data_time: 0.056, memory: 9497, top1_acc: 0.6947, top5_acc: 0.8723, loss_cls: 1.2499, loss: 1.2499, grad_norm: 4.3040 2022-02-10 21:50:43,541 - mmaction - INFO - Epoch [220][380/940] lr: 4.000e-04, eta: 12:39:48, time: 1.174, data_time: 0.063, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8598, loss_cls: 1.3107, loss: 1.3107, grad_norm: 4.3536 2022-02-10 21:51:06,966 - mmaction - INFO - Epoch [220][400/940] lr: 4.000e-04, eta: 12:39:21, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8525, loss_cls: 1.3565, loss: 1.3565, grad_norm: 4.4272 2022-02-10 21:51:30,557 - mmaction - INFO - Epoch [220][420/940] lr: 4.000e-04, eta: 12:38:54, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6678, top5_acc: 0.8482, loss_cls: 1.3805, loss: 1.3805, grad_norm: 4.3918 2022-02-10 21:51:54,051 - mmaction - INFO - Epoch [220][440/940] lr: 4.000e-04, eta: 12:38:27, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8633, loss_cls: 1.3017, loss: 1.3017, grad_norm: 4.3424 2022-02-10 21:52:17,552 - mmaction - INFO - Epoch [220][460/940] lr: 4.000e-04, eta: 12:38:00, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8596, loss_cls: 1.3294, loss: 1.3294, grad_norm: 4.3665 2022-02-10 21:52:41,054 - mmaction - INFO - Epoch [220][480/940] lr: 4.000e-04, eta: 12:37:33, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8529, loss_cls: 1.3735, loss: 1.3735, grad_norm: 4.3740 2022-02-10 21:53:04,596 - mmaction - INFO - Epoch [220][500/940] lr: 4.000e-04, eta: 12:37:06, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6660, top5_acc: 0.8521, loss_cls: 1.3951, loss: 1.3951, grad_norm: 4.4864 2022-02-10 21:53:28,103 - mmaction - INFO - Epoch [220][520/940] lr: 4.000e-04, eta: 12:36:39, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8621, loss_cls: 1.3285, loss: 1.3285, grad_norm: 4.3989 2022-02-10 21:53:51,633 - mmaction - INFO - Epoch [220][540/940] lr: 4.000e-04, eta: 12:36:12, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8529, loss_cls: 1.3513, loss: 1.3513, grad_norm: 4.4041 2022-02-10 21:54:15,212 - mmaction - INFO - Epoch [220][560/940] lr: 4.000e-04, eta: 12:35:45, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8598, loss_cls: 1.3298, loss: 1.3298, grad_norm: 4.3175 2022-02-10 21:54:38,849 - mmaction - INFO - Epoch [220][580/940] lr: 4.000e-04, eta: 12:35:18, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8568, loss_cls: 1.3373, loss: 1.3373, grad_norm: 4.3617 2022-02-10 21:55:02,437 - mmaction - INFO - Epoch [220][600/940] lr: 4.000e-04, eta: 12:34:51, time: 1.179, data_time: 0.049, memory: 9497, top1_acc: 0.6893, top5_acc: 0.8623, loss_cls: 1.3118, loss: 1.3118, grad_norm: 4.3835 2022-02-10 21:55:26,013 - mmaction - INFO - Epoch [220][620/940] lr: 4.000e-04, eta: 12:34:24, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8531, loss_cls: 1.3464, loss: 1.3464, grad_norm: 4.3230 2022-02-10 21:55:49,707 - mmaction - INFO - Epoch [220][640/940] lr: 4.000e-04, eta: 12:33:58, time: 1.185, data_time: 0.054, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.3790 2022-02-10 21:56:13,374 - mmaction - INFO - Epoch [220][660/940] lr: 4.000e-04, eta: 12:33:31, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8533, loss_cls: 1.3828, loss: 1.3828, grad_norm: 4.4211 2022-02-10 21:56:37,066 - mmaction - INFO - Epoch [220][680/940] lr: 4.000e-04, eta: 12:33:04, time: 1.185, data_time: 0.067, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8574, loss_cls: 1.3275, loss: 1.3275, grad_norm: 4.4220 2022-02-10 21:57:00,707 - mmaction - INFO - Epoch [220][700/940] lr: 4.000e-04, eta: 12:32:37, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8543, loss_cls: 1.3524, loss: 1.3524, grad_norm: 4.3875 2022-02-10 21:57:24,283 - mmaction - INFO - Epoch [220][720/940] lr: 4.000e-04, eta: 12:32:10, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8547, loss_cls: 1.3285, loss: 1.3285, grad_norm: 4.3839 2022-02-10 21:57:47,749 - mmaction - INFO - Epoch [220][740/940] lr: 4.000e-04, eta: 12:31:43, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8531, loss_cls: 1.3460, loss: 1.3460, grad_norm: 4.3807 2022-02-10 21:58:11,260 - mmaction - INFO - Epoch [220][760/940] lr: 4.000e-04, eta: 12:31:16, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8521, loss_cls: 1.3563, loss: 1.3563, grad_norm: 4.3990 2022-02-10 21:58:34,729 - mmaction - INFO - Epoch [220][780/940] lr: 4.000e-04, eta: 12:30:49, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8619, loss_cls: 1.2951, loss: 1.2951, grad_norm: 4.3838 2022-02-10 21:58:58,296 - mmaction - INFO - Epoch [220][800/940] lr: 4.000e-04, eta: 12:30:22, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8580, loss_cls: 1.3084, loss: 1.3084, grad_norm: 4.3692 2022-02-10 21:59:21,872 - mmaction - INFO - Epoch [220][820/940] lr: 4.000e-04, eta: 12:29:55, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8613, loss_cls: 1.3053, loss: 1.3053, grad_norm: 4.3732 2022-02-10 21:59:45,383 - mmaction - INFO - Epoch [220][840/940] lr: 4.000e-04, eta: 12:29:28, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8588, loss_cls: 1.3358, loss: 1.3358, grad_norm: 4.4567 2022-02-10 22:00:09,034 - mmaction - INFO - Epoch [220][860/940] lr: 4.000e-04, eta: 12:29:01, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8574, loss_cls: 1.3336, loss: 1.3336, grad_norm: 4.3524 2022-02-10 22:00:32,572 - mmaction - INFO - Epoch [220][880/940] lr: 4.000e-04, eta: 12:28:34, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6928, top5_acc: 0.8666, loss_cls: 1.2759, loss: 1.2759, grad_norm: 4.3340 2022-02-10 22:00:56,223 - mmaction - INFO - Epoch [220][900/940] lr: 4.000e-04, eta: 12:28:07, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8498, loss_cls: 1.3477, loss: 1.3477, grad_norm: 4.4456 2022-02-10 22:01:19,810 - mmaction - INFO - Epoch [220][920/940] lr: 4.000e-04, eta: 12:27:40, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8543, loss_cls: 1.3470, loss: 1.3470, grad_norm: 4.4390 2022-02-10 22:01:42,182 - mmaction - INFO - Epoch [220][940/940] lr: 4.000e-04, eta: 12:27:13, time: 1.119, data_time: 0.069, memory: 9497, top1_acc: 0.6656, top5_acc: 0.8535, loss_cls: 1.3860, loss: 1.3860, grad_norm: 4.4449 2022-02-10 22:01:45,723 - mmaction - INFO - Saving checkpoint at 220 epochs 2022-02-10 22:05:26,513 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 22:05:27,224 - mmaction - INFO - top1_acc 0.6911 top5_acc 0.8861 2022-02-10 22:05:27,224 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 22:05:27,252 - mmaction - INFO - mean_acc 0.6910 2022-02-10 22:05:27,260 - mmaction - INFO - Epoch(val) [220][78] top1_acc: 0.6911, top5_acc: 0.8861, mean_class_accuracy: 0.6910 2022-02-10 22:08:01,009 - mmaction - INFO - Epoch [221][20/940] lr: 4.000e-04, eta: 12:27:07, time: 7.685, data_time: 6.293, memory: 9497, top1_acc: 0.6693, top5_acc: 0.8432, loss_cls: 1.4017, loss: 1.4017, grad_norm: 4.4269 2022-02-10 22:08:24,191 - mmaction - INFO - Epoch [221][40/940] lr: 4.000e-04, eta: 12:26:40, time: 1.160, data_time: 0.051, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8555, loss_cls: 1.3243, loss: 1.3243, grad_norm: 4.3145 2022-02-10 22:08:47,469 - mmaction - INFO - Epoch [221][60/940] lr: 4.000e-04, eta: 12:26:13, time: 1.163, data_time: 0.039, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8527, loss_cls: 1.3443, loss: 1.3443, grad_norm: 4.4319 2022-02-10 22:09:11,804 - mmaction - INFO - Epoch [221][80/940] lr: 4.000e-04, eta: 12:25:46, time: 1.216, data_time: 0.049, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3717, loss: 1.3717, grad_norm: 4.4254 2022-02-10 22:09:35,183 - mmaction - INFO - Epoch [221][100/940] lr: 4.000e-04, eta: 12:25:19, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8553, loss_cls: 1.3667, loss: 1.3667, grad_norm: 4.4048 2022-02-10 22:09:58,592 - mmaction - INFO - Epoch [221][120/940] lr: 4.000e-04, eta: 12:24:52, time: 1.170, data_time: 0.042, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8598, loss_cls: 1.3464, loss: 1.3464, grad_norm: 4.3982 2022-02-10 22:10:22,224 - mmaction - INFO - Epoch [221][140/940] lr: 4.000e-04, eta: 12:24:25, time: 1.182, data_time: 0.046, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8631, loss_cls: 1.3177, loss: 1.3177, grad_norm: 4.3722 2022-02-10 22:10:45,730 - mmaction - INFO - Epoch [221][160/940] lr: 4.000e-04, eta: 12:23:58, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8619, loss_cls: 1.3219, loss: 1.3219, grad_norm: 4.3546 2022-02-10 22:11:09,277 - mmaction - INFO - Epoch [221][180/940] lr: 4.000e-04, eta: 12:23:31, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8512, loss_cls: 1.3537, loss: 1.3537, grad_norm: 4.4094 2022-02-10 22:11:32,807 - mmaction - INFO - Epoch [221][200/940] lr: 4.000e-04, eta: 12:23:04, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8637, loss_cls: 1.3107, loss: 1.3107, grad_norm: 4.3906 2022-02-10 22:11:56,301 - mmaction - INFO - Epoch [221][220/940] lr: 4.000e-04, eta: 12:22:37, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8555, loss_cls: 1.3200, loss: 1.3200, grad_norm: 4.3326 2022-02-10 22:12:19,688 - mmaction - INFO - Epoch [221][240/940] lr: 4.000e-04, eta: 12:22:10, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8578, loss_cls: 1.3160, loss: 1.3160, grad_norm: 4.3377 2022-02-10 22:12:43,192 - mmaction - INFO - Epoch [221][260/940] lr: 4.000e-04, eta: 12:21:43, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8535, loss_cls: 1.3306, loss: 1.3306, grad_norm: 4.4303 2022-02-10 22:13:06,586 - mmaction - INFO - Epoch [221][280/940] lr: 4.000e-04, eta: 12:21:16, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8613, loss_cls: 1.3190, loss: 1.3190, grad_norm: 4.3437 2022-02-10 22:13:30,104 - mmaction - INFO - Epoch [221][300/940] lr: 4.000e-04, eta: 12:20:49, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8623, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.4302 2022-02-10 22:13:53,729 - mmaction - INFO - Epoch [221][320/940] lr: 4.000e-04, eta: 12:20:22, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8479, loss_cls: 1.3334, loss: 1.3334, grad_norm: 4.4055 2022-02-10 22:14:17,315 - mmaction - INFO - Epoch [221][340/940] lr: 4.000e-04, eta: 12:19:55, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8529, loss_cls: 1.3396, loss: 1.3396, grad_norm: 4.3492 2022-02-10 22:14:40,762 - mmaction - INFO - Epoch [221][360/940] lr: 4.000e-04, eta: 12:19:28, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8617, loss_cls: 1.2972, loss: 1.2972, grad_norm: 4.3105 2022-02-10 22:15:04,125 - mmaction - INFO - Epoch [221][380/940] lr: 4.000e-04, eta: 12:19:01, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8596, loss_cls: 1.3126, loss: 1.3126, grad_norm: 4.3940 2022-02-10 22:15:27,581 - mmaction - INFO - Epoch [221][400/940] lr: 4.000e-04, eta: 12:18:34, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8561, loss_cls: 1.3495, loss: 1.3495, grad_norm: 4.3836 2022-02-10 22:15:51,025 - mmaction - INFO - Epoch [221][420/940] lr: 4.000e-04, eta: 12:18:07, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6699, top5_acc: 0.8479, loss_cls: 1.3839, loss: 1.3839, grad_norm: 4.3986 2022-02-10 22:16:14,560 - mmaction - INFO - Epoch [221][440/940] lr: 4.000e-04, eta: 12:17:40, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8633, loss_cls: 1.3014, loss: 1.3014, grad_norm: 4.3732 2022-02-10 22:16:38,047 - mmaction - INFO - Epoch [221][460/940] lr: 4.000e-04, eta: 12:17:13, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8631, loss_cls: 1.2992, loss: 1.2992, grad_norm: 4.4214 2022-02-10 22:17:01,594 - mmaction - INFO - Epoch [221][480/940] lr: 4.000e-04, eta: 12:16:46, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8553, loss_cls: 1.3623, loss: 1.3623, grad_norm: 4.3542 2022-02-10 22:17:25,036 - mmaction - INFO - Epoch [221][500/940] lr: 4.000e-04, eta: 12:16:19, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8506, loss_cls: 1.3535, loss: 1.3535, grad_norm: 4.4053 2022-02-10 22:17:48,535 - mmaction - INFO - Epoch [221][520/940] lr: 4.000e-04, eta: 12:15:52, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8559, loss_cls: 1.3349, loss: 1.3349, grad_norm: 4.3952 2022-02-10 22:18:12,106 - mmaction - INFO - Epoch [221][540/940] lr: 4.000e-04, eta: 12:15:25, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3212, loss: 1.3212, grad_norm: 4.3675 2022-02-10 22:18:35,681 - mmaction - INFO - Epoch [221][560/940] lr: 4.000e-04, eta: 12:14:58, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8543, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.3857 2022-02-10 22:18:59,233 - mmaction - INFO - Epoch [221][580/940] lr: 4.000e-04, eta: 12:14:31, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8578, loss_cls: 1.3423, loss: 1.3423, grad_norm: 4.4044 2022-02-10 22:19:22,798 - mmaction - INFO - Epoch [221][600/940] lr: 4.000e-04, eta: 12:14:04, time: 1.179, data_time: 0.066, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8596, loss_cls: 1.3288, loss: 1.3288, grad_norm: 4.4907 2022-02-10 22:19:46,174 - mmaction - INFO - Epoch [221][620/940] lr: 4.000e-04, eta: 12:13:37, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8625, loss_cls: 1.3229, loss: 1.3229, grad_norm: 4.4968 2022-02-10 22:20:09,655 - mmaction - INFO - Epoch [221][640/940] lr: 4.000e-04, eta: 12:13:10, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8570, loss_cls: 1.3190, loss: 1.3190, grad_norm: 4.3703 2022-02-10 22:20:33,255 - mmaction - INFO - Epoch [221][660/940] lr: 4.000e-04, eta: 12:12:43, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8605, loss_cls: 1.3074, loss: 1.3074, grad_norm: 4.4032 2022-02-10 22:20:56,776 - mmaction - INFO - Epoch [221][680/940] lr: 4.000e-04, eta: 12:12:16, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8637, loss_cls: 1.3086, loss: 1.3086, grad_norm: 4.4067 2022-02-10 22:21:20,400 - mmaction - INFO - Epoch [221][700/940] lr: 4.000e-04, eta: 12:11:49, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8514, loss_cls: 1.3702, loss: 1.3702, grad_norm: 4.4414 2022-02-10 22:21:44,059 - mmaction - INFO - Epoch [221][720/940] lr: 4.000e-04, eta: 12:11:22, time: 1.182, data_time: 0.060, memory: 9497, top1_acc: 0.6705, top5_acc: 0.8539, loss_cls: 1.3697, loss: 1.3697, grad_norm: 4.4944 2022-02-10 22:22:07,678 - mmaction - INFO - Epoch [221][740/940] lr: 4.000e-04, eta: 12:10:55, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8623, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.3583 2022-02-10 22:22:31,339 - mmaction - INFO - Epoch [221][760/940] lr: 4.000e-04, eta: 12:10:28, time: 1.182, data_time: 0.068, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8621, loss_cls: 1.3118, loss: 1.3118, grad_norm: 4.3474 2022-02-10 22:22:55,088 - mmaction - INFO - Epoch [221][780/940] lr: 4.000e-04, eta: 12:10:02, time: 1.187, data_time: 0.060, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8604, loss_cls: 1.3220, loss: 1.3220, grad_norm: 4.3892 2022-02-10 22:23:18,615 - mmaction - INFO - Epoch [221][800/940] lr: 4.000e-04, eta: 12:09:35, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8545, loss_cls: 1.3459, loss: 1.3459, grad_norm: 4.3710 2022-02-10 22:23:42,055 - mmaction - INFO - Epoch [221][820/940] lr: 4.000e-04, eta: 12:09:08, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8617, loss_cls: 1.3130, loss: 1.3130, grad_norm: 4.3903 2022-02-10 22:24:05,502 - mmaction - INFO - Epoch [221][840/940] lr: 4.000e-04, eta: 12:08:41, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8516, loss_cls: 1.3421, loss: 1.3421, grad_norm: 4.4053 2022-02-10 22:24:29,099 - mmaction - INFO - Epoch [221][860/940] lr: 4.000e-04, eta: 12:08:14, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8553, loss_cls: 1.3664, loss: 1.3664, grad_norm: 4.4261 2022-02-10 22:24:52,651 - mmaction - INFO - Epoch [221][880/940] lr: 4.000e-04, eta: 12:07:47, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8592, loss_cls: 1.3221, loss: 1.3221, grad_norm: 4.4379 2022-02-10 22:25:16,202 - mmaction - INFO - Epoch [221][900/940] lr: 4.000e-04, eta: 12:07:20, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8572, loss_cls: 1.3406, loss: 1.3406, grad_norm: 4.4112 2022-02-10 22:25:39,739 - mmaction - INFO - Epoch [221][920/940] lr: 4.000e-04, eta: 12:06:53, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8553, loss_cls: 1.3511, loss: 1.3511, grad_norm: 4.4461 2022-02-10 22:26:02,264 - mmaction - INFO - Epoch [221][940/940] lr: 4.000e-04, eta: 12:06:26, time: 1.127, data_time: 0.048, memory: 9497, top1_acc: 0.6733, top5_acc: 0.8533, loss_cls: 1.3619, loss: 1.3619, grad_norm: 4.3923 2022-02-10 22:29:02,019 - mmaction - INFO - Epoch [222][20/940] lr: 4.000e-04, eta: 12:06:23, time: 8.741, data_time: 7.332, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8564, loss_cls: 1.3295, loss: 1.3295, grad_norm: 4.3324 2022-02-10 22:29:25,198 - mmaction - INFO - Epoch [222][40/940] lr: 4.000e-04, eta: 12:05:56, time: 1.159, data_time: 0.050, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8605, loss_cls: 1.3097, loss: 1.3097, grad_norm: 4.3433 2022-02-10 22:29:48,399 - mmaction - INFO - Epoch [222][60/940] lr: 4.000e-04, eta: 12:05:29, time: 1.160, data_time: 0.043, memory: 9497, top1_acc: 0.6908, top5_acc: 0.8633, loss_cls: 1.2966, loss: 1.2966, grad_norm: 4.2883 2022-02-10 22:30:11,627 - mmaction - INFO - Epoch [222][80/940] lr: 4.000e-04, eta: 12:05:02, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8520, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.3290 2022-02-10 22:30:35,071 - mmaction - INFO - Epoch [222][100/940] lr: 4.000e-04, eta: 12:04:35, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8496, loss_cls: 1.3552, loss: 1.3552, grad_norm: 4.4104 2022-02-10 22:30:58,449 - mmaction - INFO - Epoch [222][120/940] lr: 4.000e-04, eta: 12:04:08, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8596, loss_cls: 1.3245, loss: 1.3245, grad_norm: 4.3947 2022-02-10 22:31:21,837 - mmaction - INFO - Epoch [222][140/940] lr: 4.000e-04, eta: 12:03:41, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.6672, top5_acc: 0.8471, loss_cls: 1.3826, loss: 1.3826, grad_norm: 4.5231 2022-02-10 22:31:45,263 - mmaction - INFO - Epoch [222][160/940] lr: 4.000e-04, eta: 12:03:14, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8602, loss_cls: 1.3223, loss: 1.3223, grad_norm: 4.3560 2022-02-10 22:32:08,587 - mmaction - INFO - Epoch [222][180/940] lr: 4.000e-04, eta: 12:02:47, time: 1.166, data_time: 0.049, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8490, loss_cls: 1.3698, loss: 1.3698, grad_norm: 4.5013 2022-02-10 22:32:31,980 - mmaction - INFO - Epoch [222][200/940] lr: 4.000e-04, eta: 12:02:20, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8605, loss_cls: 1.3075, loss: 1.3075, grad_norm: 4.3078 2022-02-10 22:32:55,520 - mmaction - INFO - Epoch [222][220/940] lr: 4.000e-04, eta: 12:01:53, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8543, loss_cls: 1.3399, loss: 1.3399, grad_norm: 4.3933 2022-02-10 22:33:18,984 - mmaction - INFO - Epoch [222][240/940] lr: 4.000e-04, eta: 12:01:26, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8602, loss_cls: 1.3333, loss: 1.3333, grad_norm: 4.3743 2022-02-10 22:33:42,465 - mmaction - INFO - Epoch [222][260/940] lr: 4.000e-04, eta: 12:00:59, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8607, loss_cls: 1.2904, loss: 1.2904, grad_norm: 4.3518 2022-02-10 22:34:05,916 - mmaction - INFO - Epoch [222][280/940] lr: 4.000e-04, eta: 12:00:32, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8582, loss_cls: 1.3114, loss: 1.3114, grad_norm: 4.3737 2022-02-10 22:34:29,382 - mmaction - INFO - Epoch [222][300/940] lr: 4.000e-04, eta: 12:00:05, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8520, loss_cls: 1.3612, loss: 1.3612, grad_norm: 4.4276 2022-02-10 22:34:52,885 - mmaction - INFO - Epoch [222][320/940] lr: 4.000e-04, eta: 11:59:38, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8598, loss_cls: 1.3280, loss: 1.3280, grad_norm: 4.3637 2022-02-10 22:35:16,359 - mmaction - INFO - Epoch [222][340/940] lr: 4.000e-04, eta: 11:59:11, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6729, top5_acc: 0.8551, loss_cls: 1.3680, loss: 1.3680, grad_norm: 4.4718 2022-02-10 22:35:39,807 - mmaction - INFO - Epoch [222][360/940] lr: 4.000e-04, eta: 11:58:44, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.6914, top5_acc: 0.8592, loss_cls: 1.3220, loss: 1.3220, grad_norm: 4.3456 2022-02-10 22:36:03,323 - mmaction - INFO - Epoch [222][380/940] lr: 4.000e-04, eta: 11:58:17, time: 1.176, data_time: 0.063, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8607, loss_cls: 1.3321, loss: 1.3321, grad_norm: 4.4128 2022-02-10 22:36:26,902 - mmaction - INFO - Epoch [222][400/940] lr: 4.000e-04, eta: 11:57:50, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8621, loss_cls: 1.3293, loss: 1.3293, grad_norm: 4.3984 2022-02-10 22:36:50,338 - mmaction - INFO - Epoch [222][420/940] lr: 4.000e-04, eta: 11:57:23, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8514, loss_cls: 1.3301, loss: 1.3301, grad_norm: 4.3334 2022-02-10 22:37:13,974 - mmaction - INFO - Epoch [222][440/940] lr: 4.000e-04, eta: 11:56:56, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8555, loss_cls: 1.3456, loss: 1.3456, grad_norm: 4.4318 2022-02-10 22:37:37,534 - mmaction - INFO - Epoch [222][460/940] lr: 4.000e-04, eta: 11:56:29, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.4078 2022-02-10 22:38:01,080 - mmaction - INFO - Epoch [222][480/940] lr: 4.000e-04, eta: 11:56:02, time: 1.177, data_time: 0.064, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8578, loss_cls: 1.3394, loss: 1.3394, grad_norm: 4.4503 2022-02-10 22:38:24,551 - mmaction - INFO - Epoch [222][500/940] lr: 4.000e-04, eta: 11:55:35, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8539, loss_cls: 1.3574, loss: 1.3574, grad_norm: 4.4367 2022-02-10 22:38:48,093 - mmaction - INFO - Epoch [222][520/940] lr: 4.000e-04, eta: 11:55:08, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8543, loss_cls: 1.3457, loss: 1.3457, grad_norm: 4.4222 2022-02-10 22:39:11,609 - mmaction - INFO - Epoch [222][540/940] lr: 4.000e-04, eta: 11:54:41, time: 1.175, data_time: 0.046, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8600, loss_cls: 1.3381, loss: 1.3381, grad_norm: 4.3775 2022-02-10 22:39:35,085 - mmaction - INFO - Epoch [222][560/940] lr: 4.000e-04, eta: 11:54:14, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8615, loss_cls: 1.3028, loss: 1.3028, grad_norm: 4.4104 2022-02-10 22:39:58,608 - mmaction - INFO - Epoch [222][580/940] lr: 4.000e-04, eta: 11:53:47, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8570, loss_cls: 1.3270, loss: 1.3270, grad_norm: 4.4340 2022-02-10 22:40:22,396 - mmaction - INFO - Epoch [222][600/940] lr: 4.000e-04, eta: 11:53:20, time: 1.189, data_time: 0.052, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8516, loss_cls: 1.3607, loss: 1.3607, grad_norm: 4.4296 2022-02-10 22:40:45,969 - mmaction - INFO - Epoch [222][620/940] lr: 4.000e-04, eta: 11:52:53, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8633, loss_cls: 1.3120, loss: 1.3120, grad_norm: 4.3771 2022-02-10 22:41:09,553 - mmaction - INFO - Epoch [222][640/940] lr: 4.000e-04, eta: 11:52:26, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8629, loss_cls: 1.2980, loss: 1.2980, grad_norm: 4.3986 2022-02-10 22:41:33,124 - mmaction - INFO - Epoch [222][660/940] lr: 4.000e-04, eta: 11:51:59, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8545, loss_cls: 1.3651, loss: 1.3651, grad_norm: 4.4707 2022-02-10 22:41:56,639 - mmaction - INFO - Epoch [222][680/940] lr: 4.000e-04, eta: 11:51:32, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8520, loss_cls: 1.3257, loss: 1.3257, grad_norm: 4.3630 2022-02-10 22:42:20,400 - mmaction - INFO - Epoch [222][700/940] lr: 4.000e-04, eta: 11:51:05, time: 1.188, data_time: 0.054, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8658, loss_cls: 1.2834, loss: 1.2834, grad_norm: 4.4085 2022-02-10 22:42:43,971 - mmaction - INFO - Epoch [222][720/940] lr: 4.000e-04, eta: 11:50:38, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6934, top5_acc: 0.8615, loss_cls: 1.3301, loss: 1.3301, grad_norm: 4.4492 2022-02-10 22:43:07,451 - mmaction - INFO - Epoch [222][740/940] lr: 4.000e-04, eta: 11:50:11, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8539, loss_cls: 1.3561, loss: 1.3561, grad_norm: 4.4139 2022-02-10 22:43:31,007 - mmaction - INFO - Epoch [222][760/940] lr: 4.000e-04, eta: 11:49:44, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8600, loss_cls: 1.3480, loss: 1.3480, grad_norm: 4.3907 2022-02-10 22:43:54,869 - mmaction - INFO - Epoch [222][780/940] lr: 4.000e-04, eta: 11:49:18, time: 1.193, data_time: 0.077, memory: 9497, top1_acc: 0.6637, top5_acc: 0.8518, loss_cls: 1.3777, loss: 1.3777, grad_norm: 4.4256 2022-02-10 22:44:18,455 - mmaction - INFO - Epoch [222][800/940] lr: 4.000e-04, eta: 11:48:51, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8568, loss_cls: 1.3402, loss: 1.3402, grad_norm: 4.3687 2022-02-10 22:44:42,172 - mmaction - INFO - Epoch [222][820/940] lr: 4.000e-04, eta: 11:48:24, time: 1.186, data_time: 0.058, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8561, loss_cls: 1.3494, loss: 1.3494, grad_norm: 4.4401 2022-02-10 22:45:05,794 - mmaction - INFO - Epoch [222][840/940] lr: 4.000e-04, eta: 11:47:57, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8645, loss_cls: 1.3125, loss: 1.3125, grad_norm: 4.3417 2022-02-10 22:45:29,382 - mmaction - INFO - Epoch [222][860/940] lr: 4.000e-04, eta: 11:47:30, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8512, loss_cls: 1.3478, loss: 1.3478, grad_norm: 4.4294 2022-02-10 22:45:52,935 - mmaction - INFO - Epoch [222][880/940] lr: 4.000e-04, eta: 11:47:03, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8607, loss_cls: 1.3200, loss: 1.3200, grad_norm: 4.4511 2022-02-10 22:46:16,479 - mmaction - INFO - Epoch [222][900/940] lr: 4.000e-04, eta: 11:46:36, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8582, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.4107 2022-02-10 22:46:40,008 - mmaction - INFO - Epoch [222][920/940] lr: 4.000e-04, eta: 11:46:09, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6648, top5_acc: 0.8566, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.5328 2022-02-10 22:47:02,434 - mmaction - INFO - Epoch [222][940/940] lr: 4.000e-04, eta: 11:45:42, time: 1.122, data_time: 0.056, memory: 9497, top1_acc: 0.6723, top5_acc: 0.8555, loss_cls: 1.3401, loss: 1.3401, grad_norm: 4.3973 2022-02-10 22:50:28,649 - mmaction - INFO - Epoch [223][20/940] lr: 4.000e-04, eta: 11:45:42, time: 10.105, data_time: 8.959, memory: 9497, top1_acc: 0.6969, top5_acc: 0.8701, loss_cls: 1.2524, loss: 1.2524, grad_norm: 4.2787 2022-02-10 22:50:51,786 - mmaction - INFO - Epoch [223][40/940] lr: 4.000e-04, eta: 11:45:15, time: 1.156, data_time: 0.048, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8572, loss_cls: 1.3471, loss: 1.3471, grad_norm: 4.4362 2022-02-10 22:51:15,055 - mmaction - INFO - Epoch [223][60/940] lr: 4.000e-04, eta: 11:44:48, time: 1.164, data_time: 0.041, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8561, loss_cls: 1.3306, loss: 1.3306, grad_norm: 4.3703 2022-02-10 22:51:38,365 - mmaction - INFO - Epoch [223][80/940] lr: 4.000e-04, eta: 11:44:21, time: 1.165, data_time: 0.040, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8615, loss_cls: 1.3091, loss: 1.3091, grad_norm: 4.3872 2022-02-10 22:52:01,687 - mmaction - INFO - Epoch [223][100/940] lr: 4.000e-04, eta: 11:43:54, time: 1.167, data_time: 0.042, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8639, loss_cls: 1.2987, loss: 1.2987, grad_norm: 4.3693 2022-02-10 22:52:24,972 - mmaction - INFO - Epoch [223][120/940] lr: 4.000e-04, eta: 11:43:27, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8504, loss_cls: 1.3549, loss: 1.3549, grad_norm: 4.4012 2022-02-10 22:52:48,293 - mmaction - INFO - Epoch [223][140/940] lr: 4.000e-04, eta: 11:43:00, time: 1.166, data_time: 0.047, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8586, loss_cls: 1.3367, loss: 1.3367, grad_norm: 4.3828 2022-02-10 22:53:11,509 - mmaction - INFO - Epoch [223][160/940] lr: 4.000e-04, eta: 11:42:33, time: 1.161, data_time: 0.047, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8621, loss_cls: 1.2848, loss: 1.2848, grad_norm: 4.3253 2022-02-10 22:53:34,871 - mmaction - INFO - Epoch [223][180/940] lr: 4.000e-04, eta: 11:42:06, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8615, loss_cls: 1.3167, loss: 1.3167, grad_norm: 4.3840 2022-02-10 22:53:58,235 - mmaction - INFO - Epoch [223][200/940] lr: 4.000e-04, eta: 11:41:39, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8498, loss_cls: 1.3501, loss: 1.3501, grad_norm: 4.4101 2022-02-10 22:54:21,698 - mmaction - INFO - Epoch [223][220/940] lr: 4.000e-04, eta: 11:41:12, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8607, loss_cls: 1.3269, loss: 1.3269, grad_norm: 4.4368 2022-02-10 22:54:45,071 - mmaction - INFO - Epoch [223][240/940] lr: 4.000e-04, eta: 11:40:45, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.6697, top5_acc: 0.8516, loss_cls: 1.3456, loss: 1.3456, grad_norm: 4.4463 2022-02-10 22:55:08,562 - mmaction - INFO - Epoch [223][260/940] lr: 4.000e-04, eta: 11:40:18, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.6742, top5_acc: 0.8521, loss_cls: 1.3653, loss: 1.3653, grad_norm: 4.4776 2022-02-10 22:55:32,031 - mmaction - INFO - Epoch [223][280/940] lr: 4.000e-04, eta: 11:39:51, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8604, loss_cls: 1.3383, loss: 1.3383, grad_norm: 4.4288 2022-02-10 22:55:55,461 - mmaction - INFO - Epoch [223][300/940] lr: 4.000e-04, eta: 11:39:24, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8549, loss_cls: 1.3334, loss: 1.3334, grad_norm: 4.4556 2022-02-10 22:56:18,938 - mmaction - INFO - Epoch [223][320/940] lr: 4.000e-04, eta: 11:38:57, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6963, top5_acc: 0.8674, loss_cls: 1.2714, loss: 1.2714, grad_norm: 4.3086 2022-02-10 22:56:42,507 - mmaction - INFO - Epoch [223][340/940] lr: 4.000e-04, eta: 11:38:30, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6723, top5_acc: 0.8596, loss_cls: 1.3510, loss: 1.3510, grad_norm: 4.4934 2022-02-10 22:57:05,967 - mmaction - INFO - Epoch [223][360/940] lr: 4.000e-04, eta: 11:38:03, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8613, loss_cls: 1.3251, loss: 1.3251, grad_norm: 4.4829 2022-02-10 22:57:29,570 - mmaction - INFO - Epoch [223][380/940] lr: 4.000e-04, eta: 11:37:36, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8568, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.3960 2022-02-10 22:57:53,238 - mmaction - INFO - Epoch [223][400/940] lr: 4.000e-04, eta: 11:37:10, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8508, loss_cls: 1.3504, loss: 1.3504, grad_norm: 4.4344 2022-02-10 22:58:16,798 - mmaction - INFO - Epoch [223][420/940] lr: 4.000e-04, eta: 11:36:43, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8566, loss_cls: 1.3603, loss: 1.3603, grad_norm: 4.4201 2022-02-10 22:58:40,416 - mmaction - INFO - Epoch [223][440/940] lr: 4.000e-04, eta: 11:36:16, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8490, loss_cls: 1.3686, loss: 1.3686, grad_norm: 4.5068 2022-02-10 22:59:03,869 - mmaction - INFO - Epoch [223][460/940] lr: 4.000e-04, eta: 11:35:49, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8566, loss_cls: 1.3630, loss: 1.3630, grad_norm: 4.4490 2022-02-10 22:59:27,454 - mmaction - INFO - Epoch [223][480/940] lr: 4.000e-04, eta: 11:35:22, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6678, top5_acc: 0.8451, loss_cls: 1.3853, loss: 1.3853, grad_norm: 4.4550 2022-02-10 22:59:50,939 - mmaction - INFO - Epoch [223][500/940] lr: 4.000e-04, eta: 11:34:55, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8582, loss_cls: 1.3269, loss: 1.3269, grad_norm: 4.3915 2022-02-10 23:00:14,987 - mmaction - INFO - Epoch [223][520/940] lr: 4.000e-04, eta: 11:34:28, time: 1.202, data_time: 0.053, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8604, loss_cls: 1.2879, loss: 1.2879, grad_norm: 4.2620 2022-02-10 23:00:38,458 - mmaction - INFO - Epoch [223][540/940] lr: 4.000e-04, eta: 11:34:01, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8582, loss_cls: 1.3094, loss: 1.3094, grad_norm: 4.3429 2022-02-10 23:01:01,999 - mmaction - INFO - Epoch [223][560/940] lr: 4.000e-04, eta: 11:33:34, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8525, loss_cls: 1.3661, loss: 1.3661, grad_norm: 4.5068 2022-02-10 23:01:25,462 - mmaction - INFO - Epoch [223][580/940] lr: 4.000e-04, eta: 11:33:07, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8617, loss_cls: 1.3000, loss: 1.3000, grad_norm: 4.3206 2022-02-10 23:01:48,897 - mmaction - INFO - Epoch [223][600/940] lr: 4.000e-04, eta: 11:32:40, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3388, loss: 1.3388, grad_norm: 4.4110 2022-02-10 23:02:12,473 - mmaction - INFO - Epoch [223][620/940] lr: 4.000e-04, eta: 11:32:13, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8473, loss_cls: 1.3570, loss: 1.3570, grad_norm: 4.4585 2022-02-10 23:02:35,999 - mmaction - INFO - Epoch [223][640/940] lr: 4.000e-04, eta: 11:31:46, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8600, loss_cls: 1.3206, loss: 1.3206, grad_norm: 4.4252 2022-02-10 23:02:59,721 - mmaction - INFO - Epoch [223][660/940] lr: 4.000e-04, eta: 11:31:19, time: 1.186, data_time: 0.062, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3343, loss: 1.3343, grad_norm: 4.4332 2022-02-10 23:03:23,189 - mmaction - INFO - Epoch [223][680/940] lr: 4.000e-04, eta: 11:30:52, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8557, loss_cls: 1.3481, loss: 1.3481, grad_norm: 4.3542 2022-02-10 23:03:46,750 - mmaction - INFO - Epoch [223][700/940] lr: 4.000e-04, eta: 11:30:25, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8639, loss_cls: 1.2957, loss: 1.2957, grad_norm: 4.4348 2022-02-10 23:04:10,529 - mmaction - INFO - Epoch [223][720/940] lr: 4.000e-04, eta: 11:29:58, time: 1.190, data_time: 0.057, memory: 9497, top1_acc: 0.6691, top5_acc: 0.8531, loss_cls: 1.3710, loss: 1.3710, grad_norm: 4.5496 2022-02-10 23:04:34,140 - mmaction - INFO - Epoch [223][740/940] lr: 4.000e-04, eta: 11:29:31, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8590, loss_cls: 1.3264, loss: 1.3264, grad_norm: 4.4012 2022-02-10 23:04:57,734 - mmaction - INFO - Epoch [223][760/940] lr: 4.000e-04, eta: 11:29:05, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8635, loss_cls: 1.3038, loss: 1.3038, grad_norm: 4.3976 2022-02-10 23:05:21,354 - mmaction - INFO - Epoch [223][780/940] lr: 4.000e-04, eta: 11:28:38, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8615, loss_cls: 1.3022, loss: 1.3022, grad_norm: 4.3543 2022-02-10 23:05:44,884 - mmaction - INFO - Epoch [223][800/940] lr: 4.000e-04, eta: 11:28:11, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3375, loss: 1.3375, grad_norm: 4.3659 2022-02-10 23:06:08,491 - mmaction - INFO - Epoch [223][820/940] lr: 4.000e-04, eta: 11:27:44, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.6643, top5_acc: 0.8520, loss_cls: 1.3937, loss: 1.3937, grad_norm: 4.5241 2022-02-10 23:06:32,032 - mmaction - INFO - Epoch [223][840/940] lr: 4.000e-04, eta: 11:27:17, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6969, top5_acc: 0.8617, loss_cls: 1.2840, loss: 1.2840, grad_norm: 4.2909 2022-02-10 23:06:55,627 - mmaction - INFO - Epoch [223][860/940] lr: 4.000e-04, eta: 11:26:50, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8590, loss_cls: 1.3339, loss: 1.3339, grad_norm: 4.4427 2022-02-10 23:07:19,138 - mmaction - INFO - Epoch [223][880/940] lr: 4.000e-04, eta: 11:26:23, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8600, loss_cls: 1.3225, loss: 1.3225, grad_norm: 4.4547 2022-02-10 23:07:42,705 - mmaction - INFO - Epoch [223][900/940] lr: 4.000e-04, eta: 11:25:56, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8580, loss_cls: 1.3351, loss: 1.3351, grad_norm: 4.4601 2022-02-10 23:08:06,326 - mmaction - INFO - Epoch [223][920/940] lr: 4.000e-04, eta: 11:25:29, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8600, loss_cls: 1.3134, loss: 1.3134, grad_norm: 4.3740 2022-02-10 23:08:28,746 - mmaction - INFO - Epoch [223][940/940] lr: 4.000e-04, eta: 11:25:02, time: 1.122, data_time: 0.067, memory: 9497, top1_acc: 0.6806, top5_acc: 0.8535, loss_cls: 1.3687, loss: 1.3687, grad_norm: 4.5076 2022-02-10 23:11:37,641 - mmaction - INFO - Epoch [224][20/940] lr: 4.000e-04, eta: 11:24:58, time: 9.065, data_time: 7.685, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8627, loss_cls: 1.3382, loss: 1.3382, grad_norm: 4.4341 2022-02-10 23:12:00,611 - mmaction - INFO - Epoch [224][40/940] lr: 4.000e-04, eta: 11:24:31, time: 1.149, data_time: 0.047, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8613, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.3954 2022-02-10 23:12:23,680 - mmaction - INFO - Epoch [224][60/940] lr: 4.000e-04, eta: 11:24:04, time: 1.154, data_time: 0.040, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8584, loss_cls: 1.3021, loss: 1.3021, grad_norm: 4.3340 2022-02-10 23:12:46,917 - mmaction - INFO - Epoch [224][80/940] lr: 4.000e-04, eta: 11:23:37, time: 1.161, data_time: 0.045, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8615, loss_cls: 1.3202, loss: 1.3202, grad_norm: 4.3773 2022-02-10 23:13:10,045 - mmaction - INFO - Epoch [224][100/940] lr: 4.000e-04, eta: 11:23:10, time: 1.156, data_time: 0.038, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8490, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.3450 2022-02-10 23:13:33,340 - mmaction - INFO - Epoch [224][120/940] lr: 4.000e-04, eta: 11:22:43, time: 1.165, data_time: 0.050, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8557, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.3805 2022-02-10 23:13:56,855 - mmaction - INFO - Epoch [224][140/940] lr: 4.000e-04, eta: 11:22:16, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8572, loss_cls: 1.3270, loss: 1.3270, grad_norm: 4.3544 2022-02-10 23:14:20,295 - mmaction - INFO - Epoch [224][160/940] lr: 4.000e-04, eta: 11:21:49, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8631, loss_cls: 1.3303, loss: 1.3303, grad_norm: 4.4213 2022-02-10 23:14:43,711 - mmaction - INFO - Epoch [224][180/940] lr: 4.000e-04, eta: 11:21:22, time: 1.171, data_time: 0.042, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8670, loss_cls: 1.3065, loss: 1.3065, grad_norm: 4.4558 2022-02-10 23:15:07,098 - mmaction - INFO - Epoch [224][200/940] lr: 4.000e-04, eta: 11:20:55, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8557, loss_cls: 1.3232, loss: 1.3232, grad_norm: 4.4288 2022-02-10 23:15:30,526 - mmaction - INFO - Epoch [224][220/940] lr: 4.000e-04, eta: 11:20:28, time: 1.171, data_time: 0.044, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8422, loss_cls: 1.3762, loss: 1.3762, grad_norm: 4.4198 2022-02-10 23:15:53,891 - mmaction - INFO - Epoch [224][240/940] lr: 4.000e-04, eta: 11:20:01, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8564, loss_cls: 1.3124, loss: 1.3124, grad_norm: 4.4208 2022-02-10 23:16:17,188 - mmaction - INFO - Epoch [224][260/940] lr: 4.000e-04, eta: 11:19:34, time: 1.165, data_time: 0.041, memory: 9497, top1_acc: 0.6937, top5_acc: 0.8566, loss_cls: 1.3106, loss: 1.3106, grad_norm: 4.4094 2022-02-10 23:16:40,511 - mmaction - INFO - Epoch [224][280/940] lr: 4.000e-04, eta: 11:19:07, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.6893, top5_acc: 0.8629, loss_cls: 1.2991, loss: 1.2991, grad_norm: 4.4384 2022-02-10 23:17:03,970 - mmaction - INFO - Epoch [224][300/940] lr: 4.000e-04, eta: 11:18:41, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8631, loss_cls: 1.2795, loss: 1.2795, grad_norm: 4.3778 2022-02-10 23:17:27,464 - mmaction - INFO - Epoch [224][320/940] lr: 4.000e-04, eta: 11:18:14, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8545, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.4707 2022-02-10 23:17:50,931 - mmaction - INFO - Epoch [224][340/940] lr: 4.000e-04, eta: 11:17:47, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8525, loss_cls: 1.3698, loss: 1.3698, grad_norm: 4.5030 2022-02-10 23:18:14,429 - mmaction - INFO - Epoch [224][360/940] lr: 4.000e-04, eta: 11:17:20, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6725, top5_acc: 0.8508, loss_cls: 1.3480, loss: 1.3480, grad_norm: 4.4150 2022-02-10 23:18:37,903 - mmaction - INFO - Epoch [224][380/940] lr: 4.000e-04, eta: 11:16:53, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6723, top5_acc: 0.8582, loss_cls: 1.3619, loss: 1.3619, grad_norm: 4.4758 2022-02-10 23:19:01,429 - mmaction - INFO - Epoch [224][400/940] lr: 4.000e-04, eta: 11:16:26, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6707, top5_acc: 0.8459, loss_cls: 1.3930, loss: 1.3930, grad_norm: 4.4856 2022-02-10 23:19:24,950 - mmaction - INFO - Epoch [224][420/940] lr: 4.000e-04, eta: 11:15:59, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8541, loss_cls: 1.3415, loss: 1.3415, grad_norm: 4.4315 2022-02-10 23:19:48,625 - mmaction - INFO - Epoch [224][440/940] lr: 4.000e-04, eta: 11:15:32, time: 1.184, data_time: 0.054, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8531, loss_cls: 1.3251, loss: 1.3251, grad_norm: 4.4147 2022-02-10 23:20:12,166 - mmaction - INFO - Epoch [224][460/940] lr: 4.000e-04, eta: 11:15:05, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8627, loss_cls: 1.3222, loss: 1.3222, grad_norm: 4.4104 2022-02-10 23:20:35,711 - mmaction - INFO - Epoch [224][480/940] lr: 4.000e-04, eta: 11:14:38, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8518, loss_cls: 1.3670, loss: 1.3670, grad_norm: 4.4693 2022-02-10 23:20:59,130 - mmaction - INFO - Epoch [224][500/940] lr: 4.000e-04, eta: 11:14:11, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8574, loss_cls: 1.3446, loss: 1.3446, grad_norm: 4.4850 2022-02-10 23:21:22,561 - mmaction - INFO - Epoch [224][520/940] lr: 4.000e-04, eta: 11:13:44, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8635, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.4311 2022-02-10 23:21:46,072 - mmaction - INFO - Epoch [224][540/940] lr: 4.000e-04, eta: 11:13:17, time: 1.175, data_time: 0.041, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8629, loss_cls: 1.3106, loss: 1.3106, grad_norm: 4.3914 2022-02-10 23:22:09,620 - mmaction - INFO - Epoch [224][560/940] lr: 4.000e-04, eta: 11:12:50, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.6971, top5_acc: 0.8707, loss_cls: 1.2778, loss: 1.2778, grad_norm: 4.4049 2022-02-10 23:22:33,142 - mmaction - INFO - Epoch [224][580/940] lr: 4.000e-04, eta: 11:12:23, time: 1.175, data_time: 0.044, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8631, loss_cls: 1.2973, loss: 1.2973, grad_norm: 4.4718 2022-02-10 23:22:56,746 - mmaction - INFO - Epoch [224][600/940] lr: 4.000e-04, eta: 11:11:56, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8598, loss_cls: 1.3173, loss: 1.3173, grad_norm: 4.4722 2022-02-10 23:23:20,273 - mmaction - INFO - Epoch [224][620/940] lr: 4.000e-04, eta: 11:11:29, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8541, loss_cls: 1.3701, loss: 1.3701, grad_norm: 4.5070 2022-02-10 23:23:43,802 - mmaction - INFO - Epoch [224][640/940] lr: 4.000e-04, eta: 11:11:02, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6988, top5_acc: 0.8684, loss_cls: 1.2834, loss: 1.2834, grad_norm: 4.3859 2022-02-10 23:24:07,384 - mmaction - INFO - Epoch [224][660/940] lr: 4.000e-04, eta: 11:10:36, time: 1.178, data_time: 0.046, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8568, loss_cls: 1.3369, loss: 1.3369, grad_norm: 4.4488 2022-02-10 23:24:30,989 - mmaction - INFO - Epoch [224][680/940] lr: 4.000e-04, eta: 11:10:09, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8518, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.3755 2022-02-10 23:24:54,575 - mmaction - INFO - Epoch [224][700/940] lr: 4.000e-04, eta: 11:09:42, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8484, loss_cls: 1.3770, loss: 1.3770, grad_norm: 4.5520 2022-02-10 23:25:18,099 - mmaction - INFO - Epoch [224][720/940] lr: 4.000e-04, eta: 11:09:15, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8662, loss_cls: 1.2785, loss: 1.2785, grad_norm: 4.3794 2022-02-10 23:25:41,614 - mmaction - INFO - Epoch [224][740/940] lr: 4.000e-04, eta: 11:08:48, time: 1.177, data_time: 0.046, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8629, loss_cls: 1.3086, loss: 1.3086, grad_norm: 4.3364 2022-02-10 23:26:05,256 - mmaction - INFO - Epoch [224][760/940] lr: 4.000e-04, eta: 11:08:21, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8596, loss_cls: 1.3414, loss: 1.3414, grad_norm: 4.4512 2022-02-10 23:26:28,732 - mmaction - INFO - Epoch [224][780/940] lr: 4.000e-04, eta: 11:07:54, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8465, loss_cls: 1.3690, loss: 1.3690, grad_norm: 4.5238 2022-02-10 23:26:52,540 - mmaction - INFO - Epoch [224][800/940] lr: 4.000e-04, eta: 11:07:27, time: 1.190, data_time: 0.074, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8629, loss_cls: 1.3352, loss: 1.3352, grad_norm: 4.4887 2022-02-10 23:27:16,086 - mmaction - INFO - Epoch [224][820/940] lr: 4.000e-04, eta: 11:07:00, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.6934, top5_acc: 0.8625, loss_cls: 1.2899, loss: 1.2899, grad_norm: 4.3610 2022-02-10 23:27:39,564 - mmaction - INFO - Epoch [224][840/940] lr: 4.000e-04, eta: 11:06:33, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8490, loss_cls: 1.3444, loss: 1.3444, grad_norm: 4.4520 2022-02-10 23:28:03,179 - mmaction - INFO - Epoch [224][860/940] lr: 4.000e-04, eta: 11:06:06, time: 1.181, data_time: 0.052, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8574, loss_cls: 1.3127, loss: 1.3127, grad_norm: 4.3768 2022-02-10 23:28:26,794 - mmaction - INFO - Epoch [224][880/940] lr: 4.000e-04, eta: 11:05:39, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8604, loss_cls: 1.3126, loss: 1.3126, grad_norm: 4.4794 2022-02-10 23:28:50,311 - mmaction - INFO - Epoch [224][900/940] lr: 4.000e-04, eta: 11:05:12, time: 1.176, data_time: 0.046, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8619, loss_cls: 1.3268, loss: 1.3268, grad_norm: 4.4432 2022-02-10 23:29:13,785 - mmaction - INFO - Epoch [224][920/940] lr: 4.000e-04, eta: 11:04:46, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.6920, top5_acc: 0.8629, loss_cls: 1.2908, loss: 1.2908, grad_norm: 4.3188 2022-02-10 23:29:36,159 - mmaction - INFO - Epoch [224][940/940] lr: 4.000e-04, eta: 11:04:18, time: 1.119, data_time: 0.053, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8614, loss_cls: 1.3001, loss: 1.3001, grad_norm: 4.4207 2022-02-10 23:32:31,338 - mmaction - INFO - Epoch [225][20/940] lr: 4.000e-04, eta: 11:04:12, time: 8.525, data_time: 6.811, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8646, loss_cls: 1.2991, loss: 1.2991, grad_norm: 4.4115 2022-02-10 23:32:54,320 - mmaction - INFO - Epoch [225][40/940] lr: 4.000e-04, eta: 11:03:45, time: 1.149, data_time: 0.051, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8598, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.4591 2022-02-10 23:33:17,445 - mmaction - INFO - Epoch [225][60/940] lr: 4.000e-04, eta: 11:03:18, time: 1.156, data_time: 0.044, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8604, loss_cls: 1.3245, loss: 1.3245, grad_norm: 4.4613 2022-02-10 23:33:40,784 - mmaction - INFO - Epoch [225][80/940] lr: 4.000e-04, eta: 11:02:51, time: 1.167, data_time: 0.040, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8633, loss_cls: 1.2989, loss: 1.2989, grad_norm: 4.3580 2022-02-10 23:34:04,015 - mmaction - INFO - Epoch [225][100/940] lr: 4.000e-04, eta: 11:02:25, time: 1.162, data_time: 0.045, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8611, loss_cls: 1.3211, loss: 1.3211, grad_norm: 4.3861 2022-02-10 23:34:27,567 - mmaction - INFO - Epoch [225][120/940] lr: 4.000e-04, eta: 11:01:58, time: 1.177, data_time: 0.048, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8604, loss_cls: 1.3416, loss: 1.3416, grad_norm: 4.5008 2022-02-10 23:34:51,310 - mmaction - INFO - Epoch [225][140/940] lr: 4.000e-04, eta: 11:01:31, time: 1.187, data_time: 0.065, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8586, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.4303 2022-02-10 23:35:14,707 - mmaction - INFO - Epoch [225][160/940] lr: 4.000e-04, eta: 11:01:04, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8590, loss_cls: 1.3345, loss: 1.3345, grad_norm: 4.4656 2022-02-10 23:35:38,217 - mmaction - INFO - Epoch [225][180/940] lr: 4.000e-04, eta: 11:00:37, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8643, loss_cls: 1.3002, loss: 1.3002, grad_norm: 4.4179 2022-02-10 23:36:01,710 - mmaction - INFO - Epoch [225][200/940] lr: 4.000e-04, eta: 11:00:10, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8555, loss_cls: 1.3484, loss: 1.3484, grad_norm: 4.4294 2022-02-10 23:36:25,088 - mmaction - INFO - Epoch [225][220/940] lr: 4.000e-04, eta: 10:59:43, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8529, loss_cls: 1.3685, loss: 1.3685, grad_norm: 4.4472 2022-02-10 23:36:48,599 - mmaction - INFO - Epoch [225][240/940] lr: 4.000e-04, eta: 10:59:16, time: 1.176, data_time: 0.044, memory: 9497, top1_acc: 0.6689, top5_acc: 0.8488, loss_cls: 1.3910, loss: 1.3910, grad_norm: 4.4962 2022-02-10 23:37:12,108 - mmaction - INFO - Epoch [225][260/940] lr: 4.000e-04, eta: 10:58:49, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8592, loss_cls: 1.3223, loss: 1.3223, grad_norm: 4.4145 2022-02-10 23:37:35,638 - mmaction - INFO - Epoch [225][280/940] lr: 4.000e-04, eta: 10:58:22, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8617, loss_cls: 1.3180, loss: 1.3180, grad_norm: 4.4404 2022-02-10 23:37:59,273 - mmaction - INFO - Epoch [225][300/940] lr: 4.000e-04, eta: 10:57:55, time: 1.181, data_time: 0.051, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8639, loss_cls: 1.3037, loss: 1.3037, grad_norm: 4.3530 2022-02-10 23:38:22,803 - mmaction - INFO - Epoch [225][320/940] lr: 4.000e-04, eta: 10:57:28, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6937, top5_acc: 0.8623, loss_cls: 1.2860, loss: 1.2860, grad_norm: 4.3699 2022-02-10 23:38:46,427 - mmaction - INFO - Epoch [225][340/940] lr: 4.000e-04, eta: 10:57:01, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6678, top5_acc: 0.8520, loss_cls: 1.3763, loss: 1.3763, grad_norm: 4.4518 2022-02-10 23:39:09,991 - mmaction - INFO - Epoch [225][360/940] lr: 4.000e-04, eta: 10:56:34, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6730, top5_acc: 0.8564, loss_cls: 1.3667, loss: 1.3667, grad_norm: 4.5801 2022-02-10 23:39:33,531 - mmaction - INFO - Epoch [225][380/940] lr: 4.000e-04, eta: 10:56:07, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8527, loss_cls: 1.3329, loss: 1.3329, grad_norm: 4.3944 2022-02-10 23:39:57,010 - mmaction - INFO - Epoch [225][400/940] lr: 4.000e-04, eta: 10:55:41, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.6912, top5_acc: 0.8541, loss_cls: 1.3181, loss: 1.3181, grad_norm: 4.3568 2022-02-10 23:40:20,596 - mmaction - INFO - Epoch [225][420/940] lr: 4.000e-04, eta: 10:55:14, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8629, loss_cls: 1.2994, loss: 1.2994, grad_norm: 4.3673 2022-02-10 23:40:44,073 - mmaction - INFO - Epoch [225][440/940] lr: 4.000e-04, eta: 10:54:47, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8510, loss_cls: 1.3637, loss: 1.3637, grad_norm: 4.4730 2022-02-10 23:41:07,679 - mmaction - INFO - Epoch [225][460/940] lr: 4.000e-04, eta: 10:54:20, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8582, loss_cls: 1.3442, loss: 1.3442, grad_norm: 4.4392 2022-02-10 23:41:31,188 - mmaction - INFO - Epoch [225][480/940] lr: 4.000e-04, eta: 10:53:53, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8689, loss_cls: 1.2743, loss: 1.2743, grad_norm: 4.3961 2022-02-10 23:41:54,739 - mmaction - INFO - Epoch [225][500/940] lr: 4.000e-04, eta: 10:53:26, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8646, loss_cls: 1.2983, loss: 1.2983, grad_norm: 4.4345 2022-02-10 23:42:18,391 - mmaction - INFO - Epoch [225][520/940] lr: 4.000e-04, eta: 10:52:59, time: 1.183, data_time: 0.051, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8553, loss_cls: 1.3638, loss: 1.3638, grad_norm: 4.5061 2022-02-10 23:42:41,955 - mmaction - INFO - Epoch [225][540/940] lr: 4.000e-04, eta: 10:52:32, time: 1.178, data_time: 0.046, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8604, loss_cls: 1.3178, loss: 1.3178, grad_norm: 4.3882 2022-02-10 23:43:05,479 - mmaction - INFO - Epoch [225][560/940] lr: 4.000e-04, eta: 10:52:05, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8600, loss_cls: 1.3223, loss: 1.3223, grad_norm: 4.4325 2022-02-10 23:43:28,957 - mmaction - INFO - Epoch [225][580/940] lr: 4.000e-04, eta: 10:51:38, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8570, loss_cls: 1.3025, loss: 1.3025, grad_norm: 4.4236 2022-02-10 23:43:52,536 - mmaction - INFO - Epoch [225][600/940] lr: 4.000e-04, eta: 10:51:11, time: 1.179, data_time: 0.049, memory: 9497, top1_acc: 0.6687, top5_acc: 0.8467, loss_cls: 1.3813, loss: 1.3813, grad_norm: 4.5104 2022-02-10 23:44:16,022 - mmaction - INFO - Epoch [225][620/940] lr: 4.000e-04, eta: 10:50:44, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.6953, top5_acc: 0.8682, loss_cls: 1.2656, loss: 1.2656, grad_norm: 4.3764 2022-02-10 23:44:39,485 - mmaction - INFO - Epoch [225][640/940] lr: 4.000e-04, eta: 10:50:17, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8537, loss_cls: 1.3400, loss: 1.3400, grad_norm: 4.4773 2022-02-10 23:45:03,062 - mmaction - INFO - Epoch [225][660/940] lr: 4.000e-04, eta: 10:49:51, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6686, top5_acc: 0.8561, loss_cls: 1.3722, loss: 1.3722, grad_norm: 4.5607 2022-02-10 23:45:26,635 - mmaction - INFO - Epoch [225][680/940] lr: 4.000e-04, eta: 10:49:24, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3236, loss: 1.3236, grad_norm: 4.4143 2022-02-10 23:45:50,260 - mmaction - INFO - Epoch [225][700/940] lr: 4.000e-04, eta: 10:48:57, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.6908, top5_acc: 0.8680, loss_cls: 1.2770, loss: 1.2770, grad_norm: 4.3780 2022-02-10 23:46:13,893 - mmaction - INFO - Epoch [225][720/940] lr: 4.000e-04, eta: 10:48:30, time: 1.182, data_time: 0.047, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8627, loss_cls: 1.2896, loss: 1.2896, grad_norm: 4.3635 2022-02-10 23:46:37,550 - mmaction - INFO - Epoch [225][740/940] lr: 4.000e-04, eta: 10:48:03, time: 1.183, data_time: 0.048, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8498, loss_cls: 1.3762, loss: 1.3762, grad_norm: 4.5041 2022-02-10 23:47:01,130 - mmaction - INFO - Epoch [225][760/940] lr: 4.000e-04, eta: 10:47:36, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8611, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.4582 2022-02-10 23:47:24,697 - mmaction - INFO - Epoch [225][780/940] lr: 4.000e-04, eta: 10:47:09, time: 1.178, data_time: 0.047, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8551, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.4274 2022-02-10 23:47:48,211 - mmaction - INFO - Epoch [225][800/940] lr: 4.000e-04, eta: 10:46:42, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.3541, loss: 1.3541, grad_norm: 4.4616 2022-02-10 23:48:11,692 - mmaction - INFO - Epoch [225][820/940] lr: 4.000e-04, eta: 10:46:15, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8637, loss_cls: 1.2801, loss: 1.2801, grad_norm: 4.4242 2022-02-10 23:48:35,323 - mmaction - INFO - Epoch [225][840/940] lr: 4.000e-04, eta: 10:45:48, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8555, loss_cls: 1.3474, loss: 1.3474, grad_norm: 4.4376 2022-02-10 23:48:58,820 - mmaction - INFO - Epoch [225][860/940] lr: 4.000e-04, eta: 10:45:21, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8650, loss_cls: 1.2938, loss: 1.2938, grad_norm: 4.4028 2022-02-10 23:49:22,399 - mmaction - INFO - Epoch [225][880/940] lr: 4.000e-04, eta: 10:44:54, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8578, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.4094 2022-02-10 23:49:46,019 - mmaction - INFO - Epoch [225][900/940] lr: 4.000e-04, eta: 10:44:28, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8564, loss_cls: 1.3464, loss: 1.3464, grad_norm: 4.4571 2022-02-10 23:50:09,593 - mmaction - INFO - Epoch [225][920/940] lr: 4.000e-04, eta: 10:44:01, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8549, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.4133 2022-02-10 23:50:31,983 - mmaction - INFO - Epoch [225][940/940] lr: 4.000e-04, eta: 10:43:34, time: 1.120, data_time: 0.055, memory: 9497, top1_acc: 0.6914, top5_acc: 0.8628, loss_cls: 1.2992, loss: 1.2992, grad_norm: 4.3225 2022-02-10 23:50:37,406 - mmaction - INFO - Saving checkpoint at 225 epochs 2022-02-10 23:54:17,495 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-10 23:54:18,290 - mmaction - INFO - top1_acc 0.6925 top5_acc 0.8853 2022-02-10 23:54:18,290 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-10 23:54:18,378 - mmaction - INFO - mean_acc 0.6924 2022-02-10 23:54:18,522 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_215.pth was removed 2022-02-10 23:54:20,280 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_225.pth. 2022-02-10 23:54:20,280 - mmaction - INFO - Best top1_acc is 0.6925 at 225 epoch. 2022-02-10 23:54:20,288 - mmaction - INFO - Epoch(val) [225][78] top1_acc: 0.6925, top5_acc: 0.8853, mean_class_accuracy: 0.6924 2022-02-10 23:57:15,299 - mmaction - INFO - Epoch [226][20/940] lr: 4.000e-04, eta: 10:43:28, time: 8.734, data_time: 6.125, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8574, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.4764 2022-02-10 23:57:38,259 - mmaction - INFO - Epoch [226][40/940] lr: 4.000e-04, eta: 10:43:00, time: 1.148, data_time: 0.051, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8615, loss_cls: 1.3150, loss: 1.3150, grad_norm: 4.3841 2022-02-10 23:58:01,518 - mmaction - INFO - Epoch [226][60/940] lr: 4.000e-04, eta: 10:42:34, time: 1.163, data_time: 0.044, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8506, loss_cls: 1.3726, loss: 1.3726, grad_norm: 4.4920 2022-02-10 23:58:24,749 - mmaction - INFO - Epoch [226][80/940] lr: 4.000e-04, eta: 10:42:07, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8623, loss_cls: 1.3103, loss: 1.3103, grad_norm: 4.4147 2022-02-10 23:58:48,026 - mmaction - INFO - Epoch [226][100/940] lr: 4.000e-04, eta: 10:41:40, time: 1.165, data_time: 0.051, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8551, loss_cls: 1.3545, loss: 1.3545, grad_norm: 4.4298 2022-02-10 23:59:11,394 - mmaction - INFO - Epoch [226][120/940] lr: 4.000e-04, eta: 10:41:13, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8562, loss_cls: 1.3367, loss: 1.3367, grad_norm: 4.4058 2022-02-10 23:59:34,600 - mmaction - INFO - Epoch [226][140/940] lr: 4.000e-04, eta: 10:40:46, time: 1.160, data_time: 0.054, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8584, loss_cls: 1.3310, loss: 1.3310, grad_norm: 4.4767 2022-02-10 23:59:57,973 - mmaction - INFO - Epoch [226][160/940] lr: 4.000e-04, eta: 10:40:19, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8592, loss_cls: 1.3024, loss: 1.3024, grad_norm: 4.3779 2022-02-11 00:00:21,511 - mmaction - INFO - Epoch [226][180/940] lr: 4.000e-04, eta: 10:39:52, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8525, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.4048 2022-02-11 00:00:44,896 - mmaction - INFO - Epoch [226][200/940] lr: 4.000e-04, eta: 10:39:25, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8477, loss_cls: 1.3744, loss: 1.3744, grad_norm: 4.4862 2022-02-11 00:01:08,319 - mmaction - INFO - Epoch [226][220/940] lr: 4.000e-04, eta: 10:38:58, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.6711, top5_acc: 0.8535, loss_cls: 1.3458, loss: 1.3458, grad_norm: 4.4286 2022-02-11 00:01:31,584 - mmaction - INFO - Epoch [226][240/940] lr: 4.000e-04, eta: 10:38:31, time: 1.163, data_time: 0.052, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8570, loss_cls: 1.3485, loss: 1.3485, grad_norm: 4.4752 2022-02-11 00:01:54,998 - mmaction - INFO - Epoch [226][260/940] lr: 4.000e-04, eta: 10:38:04, time: 1.171, data_time: 0.062, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8611, loss_cls: 1.3035, loss: 1.3035, grad_norm: 4.4659 2022-02-11 00:02:18,519 - mmaction - INFO - Epoch [226][280/940] lr: 4.000e-04, eta: 10:37:37, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6908, top5_acc: 0.8713, loss_cls: 1.2802, loss: 1.2802, grad_norm: 4.4183 2022-02-11 00:02:41,928 - mmaction - INFO - Epoch [226][300/940] lr: 4.000e-04, eta: 10:37:10, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3319, loss: 1.3319, grad_norm: 4.4217 2022-02-11 00:03:05,346 - mmaction - INFO - Epoch [226][320/940] lr: 4.000e-04, eta: 10:36:43, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8564, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.4221 2022-02-11 00:03:28,872 - mmaction - INFO - Epoch [226][340/940] lr: 4.000e-04, eta: 10:36:16, time: 1.177, data_time: 0.064, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8592, loss_cls: 1.3172, loss: 1.3172, grad_norm: 4.4410 2022-02-11 00:03:52,447 - mmaction - INFO - Epoch [226][360/940] lr: 4.000e-04, eta: 10:35:49, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3354, loss: 1.3354, grad_norm: 4.4414 2022-02-11 00:04:15,954 - mmaction - INFO - Epoch [226][380/940] lr: 4.000e-04, eta: 10:35:23, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6902, top5_acc: 0.8611, loss_cls: 1.2680, loss: 1.2680, grad_norm: 4.3549 2022-02-11 00:04:39,428 - mmaction - INFO - Epoch [226][400/940] lr: 4.000e-04, eta: 10:34:56, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6988, top5_acc: 0.8621, loss_cls: 1.2882, loss: 1.2882, grad_norm: 4.4121 2022-02-11 00:05:02,942 - mmaction - INFO - Epoch [226][420/940] lr: 4.000e-04, eta: 10:34:29, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8566, loss_cls: 1.3316, loss: 1.3316, grad_norm: 4.3980 2022-02-11 00:05:26,419 - mmaction - INFO - Epoch [226][440/940] lr: 4.000e-04, eta: 10:34:02, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6908, top5_acc: 0.8594, loss_cls: 1.3140, loss: 1.3140, grad_norm: 4.3857 2022-02-11 00:05:49,896 - mmaction - INFO - Epoch [226][460/940] lr: 4.000e-04, eta: 10:33:35, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8586, loss_cls: 1.3272, loss: 1.3272, grad_norm: 4.4561 2022-02-11 00:06:13,453 - mmaction - INFO - Epoch [226][480/940] lr: 4.000e-04, eta: 10:33:08, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8543, loss_cls: 1.3172, loss: 1.3172, grad_norm: 4.4052 2022-02-11 00:06:36,864 - mmaction - INFO - Epoch [226][500/940] lr: 4.000e-04, eta: 10:32:41, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8596, loss_cls: 1.3203, loss: 1.3203, grad_norm: 4.3869 2022-02-11 00:07:00,386 - mmaction - INFO - Epoch [226][520/940] lr: 4.000e-04, eta: 10:32:14, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3186, loss: 1.3186, grad_norm: 4.5182 2022-02-11 00:07:24,012 - mmaction - INFO - Epoch [226][540/940] lr: 4.000e-04, eta: 10:31:47, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8639, loss_cls: 1.3066, loss: 1.3066, grad_norm: 4.4370 2022-02-11 00:07:47,462 - mmaction - INFO - Epoch [226][560/940] lr: 4.000e-04, eta: 10:31:20, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8596, loss_cls: 1.3330, loss: 1.3330, grad_norm: 4.4558 2022-02-11 00:08:10,967 - mmaction - INFO - Epoch [226][580/940] lr: 4.000e-04, eta: 10:30:53, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8656, loss_cls: 1.3179, loss: 1.3179, grad_norm: 4.4982 2022-02-11 00:08:34,489 - mmaction - INFO - Epoch [226][600/940] lr: 4.000e-04, eta: 10:30:26, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8549, loss_cls: 1.3106, loss: 1.3106, grad_norm: 4.4370 2022-02-11 00:08:57,987 - mmaction - INFO - Epoch [226][620/940] lr: 4.000e-04, eta: 10:30:00, time: 1.174, data_time: 0.065, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8592, loss_cls: 1.3390, loss: 1.3390, grad_norm: 4.5664 2022-02-11 00:09:21,434 - mmaction - INFO - Epoch [226][640/940] lr: 4.000e-04, eta: 10:29:33, time: 1.172, data_time: 0.059, memory: 9497, top1_acc: 0.6693, top5_acc: 0.8527, loss_cls: 1.3620, loss: 1.3620, grad_norm: 4.5614 2022-02-11 00:09:45,040 - mmaction - INFO - Epoch [226][660/940] lr: 4.000e-04, eta: 10:29:06, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8525, loss_cls: 1.3464, loss: 1.3464, grad_norm: 4.4076 2022-02-11 00:10:08,588 - mmaction - INFO - Epoch [226][680/940] lr: 4.000e-04, eta: 10:28:39, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8561, loss_cls: 1.3347, loss: 1.3347, grad_norm: 4.4239 2022-02-11 00:10:32,163 - mmaction - INFO - Epoch [226][700/940] lr: 4.000e-04, eta: 10:28:12, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8551, loss_cls: 1.3379, loss: 1.3379, grad_norm: 4.4568 2022-02-11 00:10:55,745 - mmaction - INFO - Epoch [226][720/940] lr: 4.000e-04, eta: 10:27:45, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8607, loss_cls: 1.3177, loss: 1.3177, grad_norm: 4.5013 2022-02-11 00:11:19,319 - mmaction - INFO - Epoch [226][740/940] lr: 4.000e-04, eta: 10:27:18, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8607, loss_cls: 1.3106, loss: 1.3106, grad_norm: 4.4332 2022-02-11 00:11:42,917 - mmaction - INFO - Epoch [226][760/940] lr: 4.000e-04, eta: 10:26:51, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8666, loss_cls: 1.3106, loss: 1.3106, grad_norm: 4.3871 2022-02-11 00:12:06,483 - mmaction - INFO - Epoch [226][780/940] lr: 4.000e-04, eta: 10:26:24, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8629, loss_cls: 1.3004, loss: 1.3004, grad_norm: 4.4495 2022-02-11 00:12:30,041 - mmaction - INFO - Epoch [226][800/940] lr: 4.000e-04, eta: 10:25:57, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8559, loss_cls: 1.3352, loss: 1.3352, grad_norm: 4.4827 2022-02-11 00:12:53,597 - mmaction - INFO - Epoch [226][820/940] lr: 4.000e-04, eta: 10:25:31, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8576, loss_cls: 1.3232, loss: 1.3232, grad_norm: 4.3811 2022-02-11 00:13:17,053 - mmaction - INFO - Epoch [226][840/940] lr: 4.000e-04, eta: 10:25:04, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8574, loss_cls: 1.3214, loss: 1.3214, grad_norm: 4.4379 2022-02-11 00:13:40,650 - mmaction - INFO - Epoch [226][860/940] lr: 4.000e-04, eta: 10:24:37, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8611, loss_cls: 1.3347, loss: 1.3347, grad_norm: 4.5145 2022-02-11 00:14:04,178 - mmaction - INFO - Epoch [226][880/940] lr: 4.000e-04, eta: 10:24:10, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6742, top5_acc: 0.8520, loss_cls: 1.3701, loss: 1.3701, grad_norm: 4.5146 2022-02-11 00:14:27,742 - mmaction - INFO - Epoch [226][900/940] lr: 4.000e-04, eta: 10:23:43, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8641, loss_cls: 1.3451, loss: 1.3451, grad_norm: 4.5125 2022-02-11 00:14:51,418 - mmaction - INFO - Epoch [226][920/940] lr: 4.000e-04, eta: 10:23:16, time: 1.184, data_time: 0.076, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8566, loss_cls: 1.3472, loss: 1.3472, grad_norm: 4.4508 2022-02-11 00:15:13,788 - mmaction - INFO - Epoch [226][940/940] lr: 4.000e-04, eta: 10:22:49, time: 1.119, data_time: 0.061, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8578, loss_cls: 1.3424, loss: 1.3424, grad_norm: 4.5420 2022-02-11 00:18:42,797 - mmaction - INFO - Epoch [227][20/940] lr: 4.000e-04, eta: 10:22:46, time: 10.088, data_time: 7.909, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8557, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.4339 2022-02-11 00:19:05,842 - mmaction - INFO - Epoch [227][40/940] lr: 4.000e-04, eta: 10:22:19, time: 1.153, data_time: 0.047, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8561, loss_cls: 1.3362, loss: 1.3362, grad_norm: 4.3886 2022-02-11 00:19:29,085 - mmaction - INFO - Epoch [227][60/940] lr: 4.000e-04, eta: 10:21:52, time: 1.162, data_time: 0.044, memory: 9497, top1_acc: 0.6678, top5_acc: 0.8539, loss_cls: 1.3789, loss: 1.3789, grad_norm: 4.5364 2022-02-11 00:19:52,406 - mmaction - INFO - Epoch [227][80/940] lr: 4.000e-04, eta: 10:21:25, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8486, loss_cls: 1.3619, loss: 1.3619, grad_norm: 4.4125 2022-02-11 00:20:15,720 - mmaction - INFO - Epoch [227][100/940] lr: 4.000e-04, eta: 10:20:58, time: 1.165, data_time: 0.043, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8566, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.3840 2022-02-11 00:20:39,097 - mmaction - INFO - Epoch [227][120/940] lr: 4.000e-04, eta: 10:20:31, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8572, loss_cls: 1.3240, loss: 1.3240, grad_norm: 4.4333 2022-02-11 00:21:02,481 - mmaction - INFO - Epoch [227][140/940] lr: 4.000e-04, eta: 10:20:04, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8578, loss_cls: 1.3278, loss: 1.3278, grad_norm: 4.4217 2022-02-11 00:21:25,777 - mmaction - INFO - Epoch [227][160/940] lr: 4.000e-04, eta: 10:19:37, time: 1.165, data_time: 0.051, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8613, loss_cls: 1.3261, loss: 1.3261, grad_norm: 4.3973 2022-02-11 00:21:49,248 - mmaction - INFO - Epoch [227][180/940] lr: 4.000e-04, eta: 10:19:10, time: 1.174, data_time: 0.043, memory: 9497, top1_acc: 0.6684, top5_acc: 0.8490, loss_cls: 1.3716, loss: 1.3716, grad_norm: 4.5748 2022-02-11 00:22:12,683 - mmaction - INFO - Epoch [227][200/940] lr: 4.000e-04, eta: 10:18:43, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.6676, top5_acc: 0.8527, loss_cls: 1.3692, loss: 1.3692, grad_norm: 4.5618 2022-02-11 00:22:36,239 - mmaction - INFO - Epoch [227][220/940] lr: 4.000e-04, eta: 10:18:16, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8574, loss_cls: 1.3062, loss: 1.3062, grad_norm: 4.3897 2022-02-11 00:22:59,687 - mmaction - INFO - Epoch [227][240/940] lr: 4.000e-04, eta: 10:17:49, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8494, loss_cls: 1.3474, loss: 1.3474, grad_norm: 4.4975 2022-02-11 00:23:23,103 - mmaction - INFO - Epoch [227][260/940] lr: 4.000e-04, eta: 10:17:23, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.2947, loss: 1.2947, grad_norm: 4.4113 2022-02-11 00:23:46,570 - mmaction - INFO - Epoch [227][280/940] lr: 4.000e-04, eta: 10:16:56, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8619, loss_cls: 1.3252, loss: 1.3252, grad_norm: 4.4426 2022-02-11 00:24:10,112 - mmaction - INFO - Epoch [227][300/940] lr: 4.000e-04, eta: 10:16:29, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8598, loss_cls: 1.3178, loss: 1.3178, grad_norm: 4.3933 2022-02-11 00:24:33,714 - mmaction - INFO - Epoch [227][320/940] lr: 4.000e-04, eta: 10:16:02, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8551, loss_cls: 1.3452, loss: 1.3452, grad_norm: 4.4808 2022-02-11 00:24:57,174 - mmaction - INFO - Epoch [227][340/940] lr: 4.000e-04, eta: 10:15:35, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8537, loss_cls: 1.3463, loss: 1.3463, grad_norm: 4.3985 2022-02-11 00:25:20,654 - mmaction - INFO - Epoch [227][360/940] lr: 4.000e-04, eta: 10:15:08, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8498, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.4148 2022-02-11 00:25:44,251 - mmaction - INFO - Epoch [227][380/940] lr: 4.000e-04, eta: 10:14:41, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8635, loss_cls: 1.2973, loss: 1.2973, grad_norm: 4.4021 2022-02-11 00:26:07,896 - mmaction - INFO - Epoch [227][400/940] lr: 4.000e-04, eta: 10:14:14, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8578, loss_cls: 1.3295, loss: 1.3295, grad_norm: 4.4710 2022-02-11 00:26:31,363 - mmaction - INFO - Epoch [227][420/940] lr: 4.000e-04, eta: 10:13:47, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8559, loss_cls: 1.3559, loss: 1.3559, grad_norm: 4.5199 2022-02-11 00:26:54,958 - mmaction - INFO - Epoch [227][440/940] lr: 4.000e-04, eta: 10:13:20, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8666, loss_cls: 1.3171, loss: 1.3171, grad_norm: 4.4429 2022-02-11 00:27:18,506 - mmaction - INFO - Epoch [227][460/940] lr: 4.000e-04, eta: 10:12:53, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8596, loss_cls: 1.3149, loss: 1.3149, grad_norm: 4.4438 2022-02-11 00:27:42,004 - mmaction - INFO - Epoch [227][480/940] lr: 4.000e-04, eta: 10:12:27, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8572, loss_cls: 1.3332, loss: 1.3332, grad_norm: 4.4303 2022-02-11 00:28:05,593 - mmaction - INFO - Epoch [227][500/940] lr: 4.000e-04, eta: 10:12:00, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8643, loss_cls: 1.3183, loss: 1.3183, grad_norm: 4.5130 2022-02-11 00:28:29,085 - mmaction - INFO - Epoch [227][520/940] lr: 4.000e-04, eta: 10:11:33, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6939, top5_acc: 0.8629, loss_cls: 1.2925, loss: 1.2925, grad_norm: 4.3896 2022-02-11 00:28:52,591 - mmaction - INFO - Epoch [227][540/940] lr: 4.000e-04, eta: 10:11:06, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8609, loss_cls: 1.3210, loss: 1.3210, grad_norm: 4.4470 2022-02-11 00:29:16,117 - mmaction - INFO - Epoch [227][560/940] lr: 4.000e-04, eta: 10:10:39, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8527, loss_cls: 1.3354, loss: 1.3354, grad_norm: 4.4691 2022-02-11 00:29:39,696 - mmaction - INFO - Epoch [227][580/940] lr: 4.000e-04, eta: 10:10:12, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8621, loss_cls: 1.2842, loss: 1.2842, grad_norm: 4.3908 2022-02-11 00:30:03,251 - mmaction - INFO - Epoch [227][600/940] lr: 4.000e-04, eta: 10:09:45, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8582, loss_cls: 1.3186, loss: 1.3186, grad_norm: 4.3646 2022-02-11 00:30:26,834 - mmaction - INFO - Epoch [227][620/940] lr: 4.000e-04, eta: 10:09:18, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8656, loss_cls: 1.2993, loss: 1.2993, grad_norm: 4.3905 2022-02-11 00:30:50,287 - mmaction - INFO - Epoch [227][640/940] lr: 4.000e-04, eta: 10:08:51, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8639, loss_cls: 1.3138, loss: 1.3138, grad_norm: 4.4442 2022-02-11 00:31:13,892 - mmaction - INFO - Epoch [227][660/940] lr: 4.000e-04, eta: 10:08:24, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8561, loss_cls: 1.3334, loss: 1.3334, grad_norm: 4.4099 2022-02-11 00:31:37,517 - mmaction - INFO - Epoch [227][680/940] lr: 4.000e-04, eta: 10:07:58, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8633, loss_cls: 1.2975, loss: 1.2975, grad_norm: 4.4362 2022-02-11 00:32:01,113 - mmaction - INFO - Epoch [227][700/940] lr: 4.000e-04, eta: 10:07:31, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8514, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.5269 2022-02-11 00:32:24,780 - mmaction - INFO - Epoch [227][720/940] lr: 4.000e-04, eta: 10:07:04, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8443, loss_cls: 1.3754, loss: 1.3754, grad_norm: 4.4808 2022-02-11 00:32:48,331 - mmaction - INFO - Epoch [227][740/940] lr: 4.000e-04, eta: 10:06:37, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8596, loss_cls: 1.3094, loss: 1.3094, grad_norm: 4.4328 2022-02-11 00:33:12,057 - mmaction - INFO - Epoch [227][760/940] lr: 4.000e-04, eta: 10:06:10, time: 1.186, data_time: 0.059, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8633, loss_cls: 1.2791, loss: 1.2791, grad_norm: 4.4138 2022-02-11 00:33:35,679 - mmaction - INFO - Epoch [227][780/940] lr: 4.000e-04, eta: 10:05:43, time: 1.181, data_time: 0.064, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8506, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.5281 2022-02-11 00:33:59,157 - mmaction - INFO - Epoch [227][800/940] lr: 4.000e-04, eta: 10:05:16, time: 1.174, data_time: 0.065, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8566, loss_cls: 1.3588, loss: 1.3588, grad_norm: 4.5213 2022-02-11 00:34:22,706 - mmaction - INFO - Epoch [227][820/940] lr: 4.000e-04, eta: 10:04:49, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8502, loss_cls: 1.3434, loss: 1.3434, grad_norm: 4.4366 2022-02-11 00:34:46,340 - mmaction - INFO - Epoch [227][840/940] lr: 4.000e-04, eta: 10:04:23, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8574, loss_cls: 1.3449, loss: 1.3449, grad_norm: 4.5380 2022-02-11 00:35:09,910 - mmaction - INFO - Epoch [227][860/940] lr: 4.000e-04, eta: 10:03:56, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6916, top5_acc: 0.8625, loss_cls: 1.2967, loss: 1.2967, grad_norm: 4.3730 2022-02-11 00:35:33,537 - mmaction - INFO - Epoch [227][880/940] lr: 4.000e-04, eta: 10:03:29, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6951, top5_acc: 0.8609, loss_cls: 1.2859, loss: 1.2859, grad_norm: 4.3848 2022-02-11 00:35:57,049 - mmaction - INFO - Epoch [227][900/940] lr: 4.000e-04, eta: 10:03:02, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6941, top5_acc: 0.8615, loss_cls: 1.3047, loss: 1.3047, grad_norm: 4.3817 2022-02-11 00:36:20,683 - mmaction - INFO - Epoch [227][920/940] lr: 4.000e-04, eta: 10:02:35, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6744, top5_acc: 0.8537, loss_cls: 1.3405, loss: 1.3405, grad_norm: 4.4462 2022-02-11 00:36:43,031 - mmaction - INFO - Epoch [227][940/940] lr: 4.000e-04, eta: 10:02:08, time: 1.118, data_time: 0.056, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8563, loss_cls: 1.3263, loss: 1.3263, grad_norm: 4.4883 2022-02-11 00:39:55,415 - mmaction - INFO - Epoch [228][20/940] lr: 4.000e-04, eta: 10:02:02, time: 9.381, data_time: 7.505, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8582, loss_cls: 1.3438, loss: 1.3438, grad_norm: 4.5269 2022-02-11 00:40:18,524 - mmaction - INFO - Epoch [228][40/940] lr: 4.000e-04, eta: 10:01:35, time: 1.156, data_time: 0.046, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8639, loss_cls: 1.3053, loss: 1.3053, grad_norm: 4.4557 2022-02-11 00:40:41,864 - mmaction - INFO - Epoch [228][60/940] lr: 4.000e-04, eta: 10:01:08, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8574, loss_cls: 1.3437, loss: 1.3437, grad_norm: 4.5140 2022-02-11 00:41:05,213 - mmaction - INFO - Epoch [228][80/940] lr: 4.000e-04, eta: 10:00:41, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.6908, top5_acc: 0.8629, loss_cls: 1.3043, loss: 1.3043, grad_norm: 4.4777 2022-02-11 00:41:28,504 - mmaction - INFO - Epoch [228][100/940] lr: 4.000e-04, eta: 10:00:14, time: 1.164, data_time: 0.052, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8639, loss_cls: 1.3039, loss: 1.3039, grad_norm: 4.4832 2022-02-11 00:41:51,840 - mmaction - INFO - Epoch [228][120/940] lr: 4.000e-04, eta: 9:59:47, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8686, loss_cls: 1.2594, loss: 1.2594, grad_norm: 4.4256 2022-02-11 00:42:15,242 - mmaction - INFO - Epoch [228][140/940] lr: 4.000e-04, eta: 9:59:20, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8625, loss_cls: 1.3146, loss: 1.3146, grad_norm: 4.4745 2022-02-11 00:42:38,623 - mmaction - INFO - Epoch [228][160/940] lr: 4.000e-04, eta: 9:58:54, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8559, loss_cls: 1.3263, loss: 1.3263, grad_norm: 4.3859 2022-02-11 00:43:02,303 - mmaction - INFO - Epoch [228][180/940] lr: 4.000e-04, eta: 9:58:27, time: 1.184, data_time: 0.059, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8572, loss_cls: 1.3416, loss: 1.3416, grad_norm: 4.5177 2022-02-11 00:43:25,804 - mmaction - INFO - Epoch [228][200/940] lr: 4.000e-04, eta: 9:58:00, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8623, loss_cls: 1.3182, loss: 1.3182, grad_norm: 4.4863 2022-02-11 00:43:49,343 - mmaction - INFO - Epoch [228][220/940] lr: 4.000e-04, eta: 9:57:33, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8592, loss_cls: 1.3232, loss: 1.3232, grad_norm: 4.4251 2022-02-11 00:44:12,911 - mmaction - INFO - Epoch [228][240/940] lr: 4.000e-04, eta: 9:57:06, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6937, top5_acc: 0.8609, loss_cls: 1.3185, loss: 1.3185, grad_norm: 4.4776 2022-02-11 00:44:36,467 - mmaction - INFO - Epoch [228][260/940] lr: 4.000e-04, eta: 9:56:39, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8562, loss_cls: 1.3341, loss: 1.3341, grad_norm: 4.5168 2022-02-11 00:45:00,053 - mmaction - INFO - Epoch [228][280/940] lr: 4.000e-04, eta: 9:56:12, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8600, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.4832 2022-02-11 00:45:23,659 - mmaction - INFO - Epoch [228][300/940] lr: 4.000e-04, eta: 9:55:45, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8533, loss_cls: 1.3520, loss: 1.3520, grad_norm: 4.5562 2022-02-11 00:45:47,356 - mmaction - INFO - Epoch [228][320/940] lr: 4.000e-04, eta: 9:55:18, time: 1.185, data_time: 0.056, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8547, loss_cls: 1.3189, loss: 1.3189, grad_norm: 4.5005 2022-02-11 00:46:10,852 - mmaction - INFO - Epoch [228][340/940] lr: 4.000e-04, eta: 9:54:52, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8547, loss_cls: 1.3355, loss: 1.3355, grad_norm: 4.5321 2022-02-11 00:46:34,553 - mmaction - INFO - Epoch [228][360/940] lr: 4.000e-04, eta: 9:54:25, time: 1.185, data_time: 0.058, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8588, loss_cls: 1.3188, loss: 1.3188, grad_norm: 4.4234 2022-02-11 00:46:58,090 - mmaction - INFO - Epoch [228][380/940] lr: 4.000e-04, eta: 9:53:58, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8566, loss_cls: 1.3313, loss: 1.3313, grad_norm: 4.4202 2022-02-11 00:47:21,649 - mmaction - INFO - Epoch [228][400/940] lr: 4.000e-04, eta: 9:53:31, time: 1.178, data_time: 0.063, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8590, loss_cls: 1.3210, loss: 1.3210, grad_norm: 4.4807 2022-02-11 00:47:45,211 - mmaction - INFO - Epoch [228][420/940] lr: 4.000e-04, eta: 9:53:04, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8555, loss_cls: 1.3436, loss: 1.3436, grad_norm: 4.5223 2022-02-11 00:48:08,830 - mmaction - INFO - Epoch [228][440/940] lr: 4.000e-04, eta: 9:52:37, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8666, loss_cls: 1.3082, loss: 1.3082, grad_norm: 4.4554 2022-02-11 00:48:32,312 - mmaction - INFO - Epoch [228][460/940] lr: 4.000e-04, eta: 9:52:10, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6916, top5_acc: 0.8621, loss_cls: 1.2984, loss: 1.2984, grad_norm: 4.4399 2022-02-11 00:48:55,830 - mmaction - INFO - Epoch [228][480/940] lr: 4.000e-04, eta: 9:51:43, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8545, loss_cls: 1.3518, loss: 1.3518, grad_norm: 4.4730 2022-02-11 00:49:19,318 - mmaction - INFO - Epoch [228][500/940] lr: 4.000e-04, eta: 9:51:16, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8666, loss_cls: 1.2878, loss: 1.2878, grad_norm: 4.3992 2022-02-11 00:49:42,894 - mmaction - INFO - Epoch [228][520/940] lr: 4.000e-04, eta: 9:50:50, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8643, loss_cls: 1.2902, loss: 1.2902, grad_norm: 4.3998 2022-02-11 00:50:07,985 - mmaction - INFO - Epoch [228][540/940] lr: 4.000e-04, eta: 9:50:23, time: 1.255, data_time: 0.063, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8574, loss_cls: 1.3249, loss: 1.3249, grad_norm: 4.4490 2022-02-11 00:50:31,529 - mmaction - INFO - Epoch [228][560/940] lr: 4.000e-04, eta: 9:49:56, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8645, loss_cls: 1.3018, loss: 1.3018, grad_norm: 4.4865 2022-02-11 00:50:55,124 - mmaction - INFO - Epoch [228][580/940] lr: 4.000e-04, eta: 9:49:29, time: 1.180, data_time: 0.063, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8605, loss_cls: 1.3093, loss: 1.3093, grad_norm: 4.4807 2022-02-11 00:51:18,643 - mmaction - INFO - Epoch [228][600/940] lr: 4.000e-04, eta: 9:49:02, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8629, loss_cls: 1.3161, loss: 1.3161, grad_norm: 4.5095 2022-02-11 00:51:42,324 - mmaction - INFO - Epoch [228][620/940] lr: 4.000e-04, eta: 9:48:35, time: 1.184, data_time: 0.055, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8572, loss_cls: 1.3149, loss: 1.3149, grad_norm: 4.4215 2022-02-11 00:52:05,867 - mmaction - INFO - Epoch [228][640/940] lr: 4.000e-04, eta: 9:48:08, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8627, loss_cls: 1.3176, loss: 1.3176, grad_norm: 4.4604 2022-02-11 00:52:29,403 - mmaction - INFO - Epoch [228][660/940] lr: 4.000e-04, eta: 9:47:42, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8609, loss_cls: 1.3187, loss: 1.3187, grad_norm: 4.5317 2022-02-11 00:52:53,000 - mmaction - INFO - Epoch [228][680/940] lr: 4.000e-04, eta: 9:47:15, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8518, loss_cls: 1.3488, loss: 1.3488, grad_norm: 4.4915 2022-02-11 00:53:16,664 - mmaction - INFO - Epoch [228][700/940] lr: 4.000e-04, eta: 9:46:48, time: 1.183, data_time: 0.062, memory: 9497, top1_acc: 0.6760, top5_acc: 0.8502, loss_cls: 1.3426, loss: 1.3426, grad_norm: 4.4902 2022-02-11 00:53:40,307 - mmaction - INFO - Epoch [228][720/940] lr: 4.000e-04, eta: 9:46:21, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8668, loss_cls: 1.2997, loss: 1.2997, grad_norm: 4.4729 2022-02-11 00:54:03,871 - mmaction - INFO - Epoch [228][740/940] lr: 4.000e-04, eta: 9:45:54, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8602, loss_cls: 1.3228, loss: 1.3228, grad_norm: 4.5143 2022-02-11 00:54:27,456 - mmaction - INFO - Epoch [228][760/940] lr: 4.000e-04, eta: 9:45:27, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8479, loss_cls: 1.3870, loss: 1.3870, grad_norm: 4.5272 2022-02-11 00:54:50,982 - mmaction - INFO - Epoch [228][780/940] lr: 4.000e-04, eta: 9:45:00, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6711, top5_acc: 0.8537, loss_cls: 1.3567, loss: 1.3567, grad_norm: 4.4723 2022-02-11 00:55:14,717 - mmaction - INFO - Epoch [228][800/940] lr: 4.000e-04, eta: 9:44:33, time: 1.188, data_time: 0.061, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8488, loss_cls: 1.3608, loss: 1.3608, grad_norm: 4.4538 2022-02-11 00:55:38,488 - mmaction - INFO - Epoch [228][820/940] lr: 4.000e-04, eta: 9:44:07, time: 1.188, data_time: 0.064, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8650, loss_cls: 1.2725, loss: 1.2725, grad_norm: 4.3431 2022-02-11 00:56:02,076 - mmaction - INFO - Epoch [228][840/940] lr: 4.000e-04, eta: 9:43:40, time: 1.180, data_time: 0.065, memory: 9497, top1_acc: 0.6900, top5_acc: 0.8551, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.4491 2022-02-11 00:56:25,638 - mmaction - INFO - Epoch [228][860/940] lr: 4.000e-04, eta: 9:43:13, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8619, loss_cls: 1.3208, loss: 1.3208, grad_norm: 4.4618 2022-02-11 00:56:49,208 - mmaction - INFO - Epoch [228][880/940] lr: 4.000e-04, eta: 9:42:46, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3381, loss: 1.3381, grad_norm: 4.5263 2022-02-11 00:57:12,921 - mmaction - INFO - Epoch [228][900/940] lr: 4.000e-04, eta: 9:42:19, time: 1.186, data_time: 0.068, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8609, loss_cls: 1.3198, loss: 1.3198, grad_norm: 4.4316 2022-02-11 00:57:36,481 - mmaction - INFO - Epoch [228][920/940] lr: 4.000e-04, eta: 9:41:52, time: 1.178, data_time: 0.064, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8584, loss_cls: 1.3241, loss: 1.3241, grad_norm: 4.4369 2022-02-11 00:57:58,831 - mmaction - INFO - Epoch [228][940/940] lr: 4.000e-04, eta: 9:41:25, time: 1.118, data_time: 0.061, memory: 9497, top1_acc: 0.6924, top5_acc: 0.8571, loss_cls: 1.3130, loss: 1.3130, grad_norm: 4.4677 2022-02-11 01:00:45,181 - mmaction - INFO - Epoch [229][20/940] lr: 4.000e-04, eta: 9:41:15, time: 8.111, data_time: 6.638, memory: 9497, top1_acc: 0.6744, top5_acc: 0.8568, loss_cls: 1.3393, loss: 1.3393, grad_norm: 4.5020 2022-02-11 01:01:08,196 - mmaction - INFO - Epoch [229][40/940] lr: 4.000e-04, eta: 9:40:48, time: 1.151, data_time: 0.051, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8617, loss_cls: 1.3152, loss: 1.3152, grad_norm: 4.4666 2022-02-11 01:01:31,400 - mmaction - INFO - Epoch [229][60/940] lr: 4.000e-04, eta: 9:40:22, time: 1.160, data_time: 0.046, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8553, loss_cls: 1.3455, loss: 1.3455, grad_norm: 4.5154 2022-02-11 01:01:54,530 - mmaction - INFO - Epoch [229][80/940] lr: 4.000e-04, eta: 9:39:55, time: 1.157, data_time: 0.042, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8574, loss_cls: 1.3444, loss: 1.3444, grad_norm: 4.4604 2022-02-11 01:02:17,706 - mmaction - INFO - Epoch [229][100/940] lr: 4.000e-04, eta: 9:39:28, time: 1.158, data_time: 0.046, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8586, loss_cls: 1.3217, loss: 1.3217, grad_norm: 4.5195 2022-02-11 01:02:41,293 - mmaction - INFO - Epoch [229][120/940] lr: 4.000e-04, eta: 9:39:01, time: 1.179, data_time: 0.048, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3382, loss: 1.3382, grad_norm: 4.5384 2022-02-11 01:03:04,999 - mmaction - INFO - Epoch [229][140/940] lr: 4.000e-04, eta: 9:38:34, time: 1.186, data_time: 0.058, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3279, loss: 1.3279, grad_norm: 4.4774 2022-02-11 01:03:28,526 - mmaction - INFO - Epoch [229][160/940] lr: 4.000e-04, eta: 9:38:07, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6936, top5_acc: 0.8648, loss_cls: 1.2790, loss: 1.2790, grad_norm: 4.4019 2022-02-11 01:03:52,101 - mmaction - INFO - Epoch [229][180/940] lr: 4.000e-04, eta: 9:37:40, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8512, loss_cls: 1.3601, loss: 1.3601, grad_norm: 4.5836 2022-02-11 01:04:15,636 - mmaction - INFO - Epoch [229][200/940] lr: 4.000e-04, eta: 9:37:13, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8506, loss_cls: 1.3467, loss: 1.3467, grad_norm: 4.4393 2022-02-11 01:04:39,150 - mmaction - INFO - Epoch [229][220/940] lr: 4.000e-04, eta: 9:36:46, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6949, top5_acc: 0.8637, loss_cls: 1.2962, loss: 1.2962, grad_norm: 4.5224 2022-02-11 01:05:02,730 - mmaction - INFO - Epoch [229][240/940] lr: 4.000e-04, eta: 9:36:20, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6742, top5_acc: 0.8514, loss_cls: 1.3605, loss: 1.3605, grad_norm: 4.5860 2022-02-11 01:05:26,183 - mmaction - INFO - Epoch [229][260/940] lr: 4.000e-04, eta: 9:35:53, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8518, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.5131 2022-02-11 01:05:49,690 - mmaction - INFO - Epoch [229][280/940] lr: 4.000e-04, eta: 9:35:26, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.6893, top5_acc: 0.8646, loss_cls: 1.3063, loss: 1.3063, grad_norm: 4.4557 2022-02-11 01:06:13,161 - mmaction - INFO - Epoch [229][300/940] lr: 4.000e-04, eta: 9:34:59, time: 1.174, data_time: 0.059, memory: 9497, top1_acc: 0.6729, top5_acc: 0.8525, loss_cls: 1.3788, loss: 1.3788, grad_norm: 4.5213 2022-02-11 01:06:36,691 - mmaction - INFO - Epoch [229][320/940] lr: 4.000e-04, eta: 9:34:32, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8645, loss_cls: 1.2815, loss: 1.2815, grad_norm: 4.4407 2022-02-11 01:07:00,278 - mmaction - INFO - Epoch [229][340/940] lr: 4.000e-04, eta: 9:34:05, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8578, loss_cls: 1.3169, loss: 1.3169, grad_norm: 4.4900 2022-02-11 01:07:23,807 - mmaction - INFO - Epoch [229][360/940] lr: 4.000e-04, eta: 9:33:38, time: 1.177, data_time: 0.063, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8643, loss_cls: 1.3088, loss: 1.3088, grad_norm: 4.4998 2022-02-11 01:07:47,474 - mmaction - INFO - Epoch [229][380/940] lr: 4.000e-04, eta: 9:33:11, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8521, loss_cls: 1.3477, loss: 1.3477, grad_norm: 4.4216 2022-02-11 01:08:10,961 - mmaction - INFO - Epoch [229][400/940] lr: 4.000e-04, eta: 9:32:44, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.6967, top5_acc: 0.8650, loss_cls: 1.2762, loss: 1.2762, grad_norm: 4.3955 2022-02-11 01:08:34,512 - mmaction - INFO - Epoch [229][420/940] lr: 4.000e-04, eta: 9:32:18, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6729, top5_acc: 0.8492, loss_cls: 1.3500, loss: 1.3500, grad_norm: 4.4916 2022-02-11 01:08:58,044 - mmaction - INFO - Epoch [229][440/940] lr: 4.000e-04, eta: 9:31:51, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.6674, top5_acc: 0.8521, loss_cls: 1.3752, loss: 1.3752, grad_norm: 4.6294 2022-02-11 01:09:21,591 - mmaction - INFO - Epoch [229][460/940] lr: 4.000e-04, eta: 9:31:24, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6941, top5_acc: 0.8619, loss_cls: 1.3025, loss: 1.3025, grad_norm: 4.4058 2022-02-11 01:09:44,983 - mmaction - INFO - Epoch [229][480/940] lr: 4.000e-04, eta: 9:30:57, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8539, loss_cls: 1.3264, loss: 1.3264, grad_norm: 4.4923 2022-02-11 01:10:10,943 - mmaction - INFO - Epoch [229][500/940] lr: 4.000e-04, eta: 9:30:30, time: 1.298, data_time: 0.059, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8668, loss_cls: 1.2875, loss: 1.2875, grad_norm: 4.4338 2022-02-11 01:10:34,518 - mmaction - INFO - Epoch [229][520/940] lr: 4.000e-04, eta: 9:30:04, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8559, loss_cls: 1.3622, loss: 1.3622, grad_norm: 4.5156 2022-02-11 01:10:58,002 - mmaction - INFO - Epoch [229][540/940] lr: 4.000e-04, eta: 9:29:37, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8652, loss_cls: 1.3132, loss: 1.3132, grad_norm: 4.4670 2022-02-11 01:11:21,585 - mmaction - INFO - Epoch [229][560/940] lr: 4.000e-04, eta: 9:29:10, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8682, loss_cls: 1.2970, loss: 1.2970, grad_norm: 4.4908 2022-02-11 01:11:45,025 - mmaction - INFO - Epoch [229][580/940] lr: 4.000e-04, eta: 9:28:43, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.6725, top5_acc: 0.8518, loss_cls: 1.3738, loss: 1.3738, grad_norm: 4.5404 2022-02-11 01:12:08,532 - mmaction - INFO - Epoch [229][600/940] lr: 4.000e-04, eta: 9:28:16, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8582, loss_cls: 1.3314, loss: 1.3314, grad_norm: 4.4744 2022-02-11 01:12:31,986 - mmaction - INFO - Epoch [229][620/940] lr: 4.000e-04, eta: 9:27:49, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8568, loss_cls: 1.3351, loss: 1.3351, grad_norm: 4.5232 2022-02-11 01:12:55,515 - mmaction - INFO - Epoch [229][640/940] lr: 4.000e-04, eta: 9:27:22, time: 1.176, data_time: 0.065, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3128, loss: 1.3128, grad_norm: 4.4156 2022-02-11 01:13:19,026 - mmaction - INFO - Epoch [229][660/940] lr: 4.000e-04, eta: 9:26:55, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8543, loss_cls: 1.3633, loss: 1.3633, grad_norm: 4.5169 2022-02-11 01:13:42,764 - mmaction - INFO - Epoch [229][680/940] lr: 4.000e-04, eta: 9:26:29, time: 1.187, data_time: 0.054, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8547, loss_cls: 1.3320, loss: 1.3320, grad_norm: 4.4761 2022-02-11 01:14:06,269 - mmaction - INFO - Epoch [229][700/940] lr: 4.000e-04, eta: 9:26:02, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8590, loss_cls: 1.3376, loss: 1.3376, grad_norm: 4.5568 2022-02-11 01:14:29,872 - mmaction - INFO - Epoch [229][720/940] lr: 4.000e-04, eta: 9:25:35, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8582, loss_cls: 1.3539, loss: 1.3539, grad_norm: 4.5352 2022-02-11 01:14:53,403 - mmaction - INFO - Epoch [229][740/940] lr: 4.000e-04, eta: 9:25:08, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6906, top5_acc: 0.8627, loss_cls: 1.2961, loss: 1.2961, grad_norm: 4.4291 2022-02-11 01:15:16,951 - mmaction - INFO - Epoch [229][760/940] lr: 4.000e-04, eta: 9:24:41, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8607, loss_cls: 1.3005, loss: 1.3005, grad_norm: 4.4139 2022-02-11 01:15:40,561 - mmaction - INFO - Epoch [229][780/940] lr: 4.000e-04, eta: 9:24:14, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.3001, loss: 1.3001, grad_norm: 4.4161 2022-02-11 01:16:04,128 - mmaction - INFO - Epoch [229][800/940] lr: 4.000e-04, eta: 9:23:47, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6928, top5_acc: 0.8678, loss_cls: 1.2750, loss: 1.2750, grad_norm: 4.4112 2022-02-11 01:16:27,593 - mmaction - INFO - Epoch [229][820/940] lr: 4.000e-04, eta: 9:23:21, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8543, loss_cls: 1.3449, loss: 1.3449, grad_norm: 4.5167 2022-02-11 01:16:51,137 - mmaction - INFO - Epoch [229][840/940] lr: 4.000e-04, eta: 9:22:54, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6723, top5_acc: 0.8494, loss_cls: 1.3720, loss: 1.3720, grad_norm: 4.5518 2022-02-11 01:17:14,615 - mmaction - INFO - Epoch [229][860/940] lr: 4.000e-04, eta: 9:22:27, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8574, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.4911 2022-02-11 01:17:38,041 - mmaction - INFO - Epoch [229][880/940] lr: 4.000e-04, eta: 9:22:00, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.6939, top5_acc: 0.8588, loss_cls: 1.3049, loss: 1.3049, grad_norm: 4.3790 2022-02-11 01:18:01,647 - mmaction - INFO - Epoch [229][900/940] lr: 4.000e-04, eta: 9:21:33, time: 1.181, data_time: 0.065, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8600, loss_cls: 1.3288, loss: 1.3288, grad_norm: 4.5112 2022-02-11 01:18:25,158 - mmaction - INFO - Epoch [229][920/940] lr: 4.000e-04, eta: 9:21:06, time: 1.175, data_time: 0.046, memory: 9497, top1_acc: 0.6977, top5_acc: 0.8697, loss_cls: 1.2715, loss: 1.2715, grad_norm: 4.4003 2022-02-11 01:18:47,555 - mmaction - INFO - Epoch [229][940/940] lr: 4.000e-04, eta: 9:20:39, time: 1.120, data_time: 0.059, memory: 9497, top1_acc: 0.6796, top5_acc: 0.8657, loss_cls: 1.3161, loss: 1.3161, grad_norm: 4.5113 2022-02-11 01:21:27,488 - mmaction - INFO - Epoch [230][20/940] lr: 4.000e-04, eta: 9:20:28, time: 7.879, data_time: 6.217, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8621, loss_cls: 1.2810, loss: 1.2810, grad_norm: 4.4352 2022-02-11 01:21:50,676 - mmaction - INFO - Epoch [230][40/940] lr: 4.000e-04, eta: 9:20:01, time: 1.160, data_time: 0.053, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8596, loss_cls: 1.3024, loss: 1.3024, grad_norm: 4.4640 2022-02-11 01:22:13,853 - mmaction - INFO - Epoch [230][60/940] lr: 4.000e-04, eta: 9:19:34, time: 1.159, data_time: 0.042, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8537, loss_cls: 1.3407, loss: 1.3407, grad_norm: 4.4512 2022-02-11 01:22:37,102 - mmaction - INFO - Epoch [230][80/940] lr: 4.000e-04, eta: 9:19:07, time: 1.163, data_time: 0.040, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8604, loss_cls: 1.2935, loss: 1.2935, grad_norm: 4.4835 2022-02-11 01:23:00,414 - mmaction - INFO - Epoch [230][100/940] lr: 4.000e-04, eta: 9:18:40, time: 1.166, data_time: 0.043, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8588, loss_cls: 1.3136, loss: 1.3136, grad_norm: 4.3970 2022-02-11 01:23:23,781 - mmaction - INFO - Epoch [230][120/940] lr: 4.000e-04, eta: 9:18:14, time: 1.169, data_time: 0.045, memory: 9497, top1_acc: 0.6973, top5_acc: 0.8666, loss_cls: 1.2734, loss: 1.2734, grad_norm: 4.3929 2022-02-11 01:23:47,184 - mmaction - INFO - Epoch [230][140/940] lr: 4.000e-04, eta: 9:17:47, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8619, loss_cls: 1.3108, loss: 1.3108, grad_norm: 4.4383 2022-02-11 01:24:10,689 - mmaction - INFO - Epoch [230][160/940] lr: 4.000e-04, eta: 9:17:20, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6932, top5_acc: 0.8652, loss_cls: 1.2976, loss: 1.2976, grad_norm: 4.3989 2022-02-11 01:24:34,115 - mmaction - INFO - Epoch [230][180/940] lr: 4.000e-04, eta: 9:16:53, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6920, top5_acc: 0.8604, loss_cls: 1.3035, loss: 1.3035, grad_norm: 4.4380 2022-02-11 01:24:57,445 - mmaction - INFO - Epoch [230][200/940] lr: 4.000e-04, eta: 9:16:26, time: 1.166, data_time: 0.045, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8619, loss_cls: 1.2922, loss: 1.2922, grad_norm: 4.4408 2022-02-11 01:25:20,954 - mmaction - INFO - Epoch [230][220/940] lr: 4.000e-04, eta: 9:15:59, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8582, loss_cls: 1.3230, loss: 1.3230, grad_norm: 4.5473 2022-02-11 01:25:44,522 - mmaction - INFO - Epoch [230][240/940] lr: 4.000e-04, eta: 9:15:32, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8600, loss_cls: 1.3331, loss: 1.3331, grad_norm: 4.5203 2022-02-11 01:26:08,020 - mmaction - INFO - Epoch [230][260/940] lr: 4.000e-04, eta: 9:15:05, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8584, loss_cls: 1.3349, loss: 1.3349, grad_norm: 4.5628 2022-02-11 01:26:31,448 - mmaction - INFO - Epoch [230][280/940] lr: 4.000e-04, eta: 9:14:39, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8615, loss_cls: 1.3171, loss: 1.3171, grad_norm: 4.4748 2022-02-11 01:26:54,962 - mmaction - INFO - Epoch [230][300/940] lr: 4.000e-04, eta: 9:14:12, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8594, loss_cls: 1.3108, loss: 1.3108, grad_norm: 4.4800 2022-02-11 01:27:18,455 - mmaction - INFO - Epoch [230][320/940] lr: 4.000e-04, eta: 9:13:45, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8549, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.5025 2022-02-11 01:27:41,841 - mmaction - INFO - Epoch [230][340/940] lr: 4.000e-04, eta: 9:13:18, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8615, loss_cls: 1.3090, loss: 1.3090, grad_norm: 4.4593 2022-02-11 01:28:05,393 - mmaction - INFO - Epoch [230][360/940] lr: 4.000e-04, eta: 9:12:51, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8561, loss_cls: 1.3159, loss: 1.3159, grad_norm: 4.4907 2022-02-11 01:28:28,752 - mmaction - INFO - Epoch [230][380/940] lr: 4.000e-04, eta: 9:12:24, time: 1.168, data_time: 0.053, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8613, loss_cls: 1.3202, loss: 1.3202, grad_norm: 4.4911 2022-02-11 01:28:52,205 - mmaction - INFO - Epoch [230][400/940] lr: 4.000e-04, eta: 9:11:57, time: 1.173, data_time: 0.048, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8559, loss_cls: 1.3509, loss: 1.3509, grad_norm: 4.6144 2022-02-11 01:29:15,754 - mmaction - INFO - Epoch [230][420/940] lr: 4.000e-04, eta: 9:11:31, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8539, loss_cls: 1.3495, loss: 1.3495, grad_norm: 4.5055 2022-02-11 01:29:39,274 - mmaction - INFO - Epoch [230][440/940] lr: 4.000e-04, eta: 9:11:04, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8553, loss_cls: 1.3471, loss: 1.3471, grad_norm: 4.5230 2022-02-11 01:30:02,815 - mmaction - INFO - Epoch [230][460/940] lr: 4.000e-04, eta: 9:10:37, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8525, loss_cls: 1.3242, loss: 1.3242, grad_norm: 4.4648 2022-02-11 01:30:26,375 - mmaction - INFO - Epoch [230][480/940] lr: 4.000e-04, eta: 9:10:10, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8537, loss_cls: 1.3427, loss: 1.3427, grad_norm: 4.5169 2022-02-11 01:30:49,975 - mmaction - INFO - Epoch [230][500/940] lr: 4.000e-04, eta: 9:09:43, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8566, loss_cls: 1.3317, loss: 1.3317, grad_norm: 4.4694 2022-02-11 01:31:13,716 - mmaction - INFO - Epoch [230][520/940] lr: 4.000e-04, eta: 9:09:16, time: 1.187, data_time: 0.051, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8566, loss_cls: 1.3201, loss: 1.3201, grad_norm: 4.4358 2022-02-11 01:31:37,188 - mmaction - INFO - Epoch [230][540/940] lr: 4.000e-04, eta: 9:08:49, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8539, loss_cls: 1.3612, loss: 1.3612, grad_norm: 4.5690 2022-02-11 01:32:00,866 - mmaction - INFO - Epoch [230][560/940] lr: 4.000e-04, eta: 9:08:23, time: 1.184, data_time: 0.055, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8529, loss_cls: 1.3564, loss: 1.3564, grad_norm: 4.5471 2022-02-11 01:32:24,447 - mmaction - INFO - Epoch [230][580/940] lr: 4.000e-04, eta: 9:07:56, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8574, loss_cls: 1.3453, loss: 1.3453, grad_norm: 4.4741 2022-02-11 01:32:47,941 - mmaction - INFO - Epoch [230][600/940] lr: 4.000e-04, eta: 9:07:29, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8516, loss_cls: 1.3451, loss: 1.3451, grad_norm: 4.5680 2022-02-11 01:33:11,440 - mmaction - INFO - Epoch [230][620/940] lr: 4.000e-04, eta: 9:07:02, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3348, loss: 1.3348, grad_norm: 4.6160 2022-02-11 01:33:35,064 - mmaction - INFO - Epoch [230][640/940] lr: 4.000e-04, eta: 9:06:35, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8559, loss_cls: 1.3343, loss: 1.3343, grad_norm: 4.5059 2022-02-11 01:33:58,589 - mmaction - INFO - Epoch [230][660/940] lr: 4.000e-04, eta: 9:06:08, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8592, loss_cls: 1.3354, loss: 1.3354, grad_norm: 4.4816 2022-02-11 01:34:22,166 - mmaction - INFO - Epoch [230][680/940] lr: 4.000e-04, eta: 9:05:41, time: 1.178, data_time: 0.045, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8607, loss_cls: 1.3329, loss: 1.3329, grad_norm: 4.5262 2022-02-11 01:34:45,816 - mmaction - INFO - Epoch [230][700/940] lr: 4.000e-04, eta: 9:05:15, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8553, loss_cls: 1.3276, loss: 1.3276, grad_norm: 4.4744 2022-02-11 01:35:09,370 - mmaction - INFO - Epoch [230][720/940] lr: 4.000e-04, eta: 9:04:48, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8520, loss_cls: 1.3783, loss: 1.3783, grad_norm: 4.6044 2022-02-11 01:35:32,923 - mmaction - INFO - Epoch [230][740/940] lr: 4.000e-04, eta: 9:04:21, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8598, loss_cls: 1.3291, loss: 1.3291, grad_norm: 4.4878 2022-02-11 01:35:56,454 - mmaction - INFO - Epoch [230][760/940] lr: 4.000e-04, eta: 9:03:54, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8740, loss_cls: 1.2662, loss: 1.2662, grad_norm: 4.4405 2022-02-11 01:36:20,097 - mmaction - INFO - Epoch [230][780/940] lr: 4.000e-04, eta: 9:03:27, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8613, loss_cls: 1.3104, loss: 1.3104, grad_norm: 4.4629 2022-02-11 01:36:43,697 - mmaction - INFO - Epoch [230][800/940] lr: 4.000e-04, eta: 9:03:00, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8590, loss_cls: 1.3115, loss: 1.3115, grad_norm: 4.4497 2022-02-11 01:37:07,348 - mmaction - INFO - Epoch [230][820/940] lr: 4.000e-04, eta: 9:02:34, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8568, loss_cls: 1.3462, loss: 1.3462, grad_norm: 4.4914 2022-02-11 01:37:30,999 - mmaction - INFO - Epoch [230][840/940] lr: 4.000e-04, eta: 9:02:07, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8639, loss_cls: 1.3079, loss: 1.3079, grad_norm: 4.5298 2022-02-11 01:37:54,535 - mmaction - INFO - Epoch [230][860/940] lr: 4.000e-04, eta: 9:01:40, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3551, loss: 1.3551, grad_norm: 4.5745 2022-02-11 01:38:17,972 - mmaction - INFO - Epoch [230][880/940] lr: 4.000e-04, eta: 9:01:13, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8635, loss_cls: 1.3118, loss: 1.3118, grad_norm: 4.4994 2022-02-11 01:38:41,665 - mmaction - INFO - Epoch [230][900/940] lr: 4.000e-04, eta: 9:00:46, time: 1.185, data_time: 0.058, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3112, loss: 1.3112, grad_norm: 4.4539 2022-02-11 01:39:05,327 - mmaction - INFO - Epoch [230][920/940] lr: 4.000e-04, eta: 9:00:19, time: 1.183, data_time: 0.049, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8582, loss_cls: 1.3125, loss: 1.3125, grad_norm: 4.4074 2022-02-11 01:39:27,749 - mmaction - INFO - Epoch [230][940/940] lr: 4.000e-04, eta: 8:59:52, time: 1.122, data_time: 0.058, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8582, loss_cls: 1.3357, loss: 1.3357, grad_norm: 4.4569 2022-02-11 01:39:34,666 - mmaction - INFO - Saving checkpoint at 230 epochs 2022-02-11 01:43:40,855 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 01:43:41,632 - mmaction - INFO - top1_acc 0.6945 top5_acc 0.8861 2022-02-11 01:43:41,633 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 01:43:41,703 - mmaction - INFO - mean_acc 0.6944 2022-02-11 01:43:41,704 - mmaction - INFO - The previous best checkpoint /mnt/lustre/liguankai/work_dir/0205/baseline_32_kernel7/best_top1_acc_epoch_225.pth was removed 2022-02-11 01:43:42,968 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_230.pth. 2022-02-11 01:43:42,969 - mmaction - INFO - Best top1_acc is 0.6945 at 230 epoch. 2022-02-11 01:43:42,981 - mmaction - INFO - Epoch(val) [230][78] top1_acc: 0.6945, top5_acc: 0.8861, mean_class_accuracy: 0.6944 2022-02-11 01:46:41,412 - mmaction - INFO - Epoch [231][20/940] lr: 4.000e-04, eta: 8:59:43, time: 8.919, data_time: 7.673, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8529, loss_cls: 1.3549, loss: 1.3549, grad_norm: 4.5308 2022-02-11 01:47:04,581 - mmaction - INFO - Epoch [231][40/940] lr: 4.000e-04, eta: 8:59:16, time: 1.158, data_time: 0.057, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8658, loss_cls: 1.2870, loss: 1.2870, grad_norm: 4.4357 2022-02-11 01:47:27,739 - mmaction - INFO - Epoch [231][60/940] lr: 4.000e-04, eta: 8:58:49, time: 1.158, data_time: 0.046, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8572, loss_cls: 1.3275, loss: 1.3275, grad_norm: 4.4584 2022-02-11 01:47:50,925 - mmaction - INFO - Epoch [231][80/940] lr: 4.000e-04, eta: 8:58:22, time: 1.159, data_time: 0.052, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3185, loss: 1.3185, grad_norm: 4.4991 2022-02-11 01:48:14,259 - mmaction - INFO - Epoch [231][100/940] lr: 4.000e-04, eta: 8:57:55, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3370, loss: 1.3370, grad_norm: 4.5039 2022-02-11 01:48:37,548 - mmaction - INFO - Epoch [231][120/940] lr: 4.000e-04, eta: 8:57:29, time: 1.164, data_time: 0.052, memory: 9497, top1_acc: 0.6707, top5_acc: 0.8510, loss_cls: 1.3571, loss: 1.3571, grad_norm: 4.5970 2022-02-11 01:49:00,878 - mmaction - INFO - Epoch [231][140/940] lr: 4.000e-04, eta: 8:57:02, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8527, loss_cls: 1.3719, loss: 1.3719, grad_norm: 4.5551 2022-02-11 01:49:24,292 - mmaction - INFO - Epoch [231][160/940] lr: 4.000e-04, eta: 8:56:35, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8555, loss_cls: 1.3533, loss: 1.3533, grad_norm: 4.5067 2022-02-11 01:49:47,741 - mmaction - INFO - Epoch [231][180/940] lr: 4.000e-04, eta: 8:56:08, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.6920, top5_acc: 0.8605, loss_cls: 1.2932, loss: 1.2932, grad_norm: 4.4102 2022-02-11 01:50:11,213 - mmaction - INFO - Epoch [231][200/940] lr: 4.000e-04, eta: 8:55:41, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8570, loss_cls: 1.3373, loss: 1.3373, grad_norm: 4.5762 2022-02-11 01:50:34,610 - mmaction - INFO - Epoch [231][220/940] lr: 4.000e-04, eta: 8:55:14, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8596, loss_cls: 1.3144, loss: 1.3144, grad_norm: 4.4520 2022-02-11 01:50:57,990 - mmaction - INFO - Epoch [231][240/940] lr: 4.000e-04, eta: 8:54:47, time: 1.169, data_time: 0.053, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8539, loss_cls: 1.3488, loss: 1.3488, grad_norm: 4.5037 2022-02-11 01:51:21,392 - mmaction - INFO - Epoch [231][260/940] lr: 4.000e-04, eta: 8:54:20, time: 1.170, data_time: 0.057, memory: 9497, top1_acc: 0.6744, top5_acc: 0.8578, loss_cls: 1.3221, loss: 1.3221, grad_norm: 4.3926 2022-02-11 01:51:44,871 - mmaction - INFO - Epoch [231][280/940] lr: 4.000e-04, eta: 8:53:54, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8637, loss_cls: 1.3098, loss: 1.3098, grad_norm: 4.4731 2022-02-11 01:52:08,344 - mmaction - INFO - Epoch [231][300/940] lr: 4.000e-04, eta: 8:53:27, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3348, loss: 1.3348, grad_norm: 4.5409 2022-02-11 01:52:31,796 - mmaction - INFO - Epoch [231][320/940] lr: 4.000e-04, eta: 8:53:00, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8605, loss_cls: 1.3159, loss: 1.3159, grad_norm: 4.4255 2022-02-11 01:52:55,276 - mmaction - INFO - Epoch [231][340/940] lr: 4.000e-04, eta: 8:52:33, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.5109 2022-02-11 01:53:18,670 - mmaction - INFO - Epoch [231][360/940] lr: 4.000e-04, eta: 8:52:06, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8625, loss_cls: 1.3041, loss: 1.3041, grad_norm: 4.3893 2022-02-11 01:53:42,128 - mmaction - INFO - Epoch [231][380/940] lr: 4.000e-04, eta: 8:51:39, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8549, loss_cls: 1.3210, loss: 1.3210, grad_norm: 4.4332 2022-02-11 01:54:05,636 - mmaction - INFO - Epoch [231][400/940] lr: 4.000e-04, eta: 8:51:12, time: 1.175, data_time: 0.064, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8541, loss_cls: 1.3498, loss: 1.3498, grad_norm: 4.5933 2022-02-11 01:54:29,150 - mmaction - INFO - Epoch [231][420/940] lr: 4.000e-04, eta: 8:50:46, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8613, loss_cls: 1.3540, loss: 1.3540, grad_norm: 4.5877 2022-02-11 01:54:52,698 - mmaction - INFO - Epoch [231][440/940] lr: 4.000e-04, eta: 8:50:19, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8490, loss_cls: 1.3563, loss: 1.3563, grad_norm: 4.5183 2022-02-11 01:55:16,289 - mmaction - INFO - Epoch [231][460/940] lr: 4.000e-04, eta: 8:49:52, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8555, loss_cls: 1.3367, loss: 1.3367, grad_norm: 4.5793 2022-02-11 01:55:39,863 - mmaction - INFO - Epoch [231][480/940] lr: 4.000e-04, eta: 8:49:25, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8596, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.4651 2022-02-11 01:56:03,378 - mmaction - INFO - Epoch [231][500/940] lr: 4.000e-04, eta: 8:48:58, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8564, loss_cls: 1.3164, loss: 1.3164, grad_norm: 4.4137 2022-02-11 01:56:27,037 - mmaction - INFO - Epoch [231][520/940] lr: 4.000e-04, eta: 8:48:31, time: 1.183, data_time: 0.062, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8564, loss_cls: 1.3225, loss: 1.3225, grad_norm: 4.4363 2022-02-11 01:56:50,630 - mmaction - INFO - Epoch [231][540/940] lr: 4.000e-04, eta: 8:48:05, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8570, loss_cls: 1.3028, loss: 1.3028, grad_norm: 4.4183 2022-02-11 01:57:14,155 - mmaction - INFO - Epoch [231][560/940] lr: 4.000e-04, eta: 8:47:38, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8660, loss_cls: 1.2917, loss: 1.2917, grad_norm: 4.5151 2022-02-11 01:57:37,771 - mmaction - INFO - Epoch [231][580/940] lr: 4.000e-04, eta: 8:47:11, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8572, loss_cls: 1.3218, loss: 1.3218, grad_norm: 4.5341 2022-02-11 01:58:01,442 - mmaction - INFO - Epoch [231][600/940] lr: 4.000e-04, eta: 8:46:44, time: 1.183, data_time: 0.048, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8527, loss_cls: 1.3434, loss: 1.3434, grad_norm: 4.5731 2022-02-11 01:58:25,017 - mmaction - INFO - Epoch [231][620/940] lr: 4.000e-04, eta: 8:46:17, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3225, loss: 1.3225, grad_norm: 4.5391 2022-02-11 01:58:48,497 - mmaction - INFO - Epoch [231][640/940] lr: 4.000e-04, eta: 8:45:50, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8635, loss_cls: 1.3079, loss: 1.3079, grad_norm: 4.5439 2022-02-11 01:59:12,105 - mmaction - INFO - Epoch [231][660/940] lr: 4.000e-04, eta: 8:45:24, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6902, top5_acc: 0.8598, loss_cls: 1.3055, loss: 1.3055, grad_norm: 4.4924 2022-02-11 01:59:35,674 - mmaction - INFO - Epoch [231][680/940] lr: 4.000e-04, eta: 8:44:57, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8549, loss_cls: 1.3366, loss: 1.3366, grad_norm: 4.4396 2022-02-11 01:59:59,237 - mmaction - INFO - Epoch [231][700/940] lr: 4.000e-04, eta: 8:44:30, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8580, loss_cls: 1.3064, loss: 1.3064, grad_norm: 4.4934 2022-02-11 02:00:23,190 - mmaction - INFO - Epoch [231][720/940] lr: 4.000e-04, eta: 8:44:03, time: 1.199, data_time: 0.051, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8551, loss_cls: 1.3341, loss: 1.3341, grad_norm: 4.4967 2022-02-11 02:00:46,819 - mmaction - INFO - Epoch [231][740/940] lr: 4.000e-04, eta: 8:43:36, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2841, loss: 1.2841, grad_norm: 4.4674 2022-02-11 02:01:10,350 - mmaction - INFO - Epoch [231][760/940] lr: 4.000e-04, eta: 8:43:09, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6957, top5_acc: 0.8674, loss_cls: 1.2686, loss: 1.2686, grad_norm: 4.4256 2022-02-11 02:01:33,988 - mmaction - INFO - Epoch [231][780/940] lr: 4.000e-04, eta: 8:42:43, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6680, top5_acc: 0.8527, loss_cls: 1.3576, loss: 1.3576, grad_norm: 4.5893 2022-02-11 02:01:57,531 - mmaction - INFO - Epoch [231][800/940] lr: 4.000e-04, eta: 8:42:16, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8523, loss_cls: 1.3573, loss: 1.3573, grad_norm: 4.5327 2022-02-11 02:02:21,062 - mmaction - INFO - Epoch [231][820/940] lr: 4.000e-04, eta: 8:41:49, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8594, loss_cls: 1.3071, loss: 1.3071, grad_norm: 4.4532 2022-02-11 02:02:44,735 - mmaction - INFO - Epoch [231][840/940] lr: 4.000e-04, eta: 8:41:22, time: 1.184, data_time: 0.058, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8529, loss_cls: 1.3488, loss: 1.3488, grad_norm: 4.5662 2022-02-11 02:03:08,376 - mmaction - INFO - Epoch [231][860/940] lr: 4.000e-04, eta: 8:40:55, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8520, loss_cls: 1.3633, loss: 1.3633, grad_norm: 4.5109 2022-02-11 02:03:32,018 - mmaction - INFO - Epoch [231][880/940] lr: 4.000e-04, eta: 8:40:28, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8625, loss_cls: 1.3300, loss: 1.3300, grad_norm: 4.5935 2022-02-11 02:03:55,613 - mmaction - INFO - Epoch [231][900/940] lr: 4.000e-04, eta: 8:40:02, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8600, loss_cls: 1.3204, loss: 1.3204, grad_norm: 4.5340 2022-02-11 02:04:19,027 - mmaction - INFO - Epoch [231][920/940] lr: 4.000e-04, eta: 8:39:35, time: 1.171, data_time: 0.061, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3035, loss: 1.3035, grad_norm: 4.5558 2022-02-11 02:04:41,379 - mmaction - INFO - Epoch [231][940/940] lr: 4.000e-04, eta: 8:39:08, time: 1.118, data_time: 0.059, memory: 9497, top1_acc: 0.6845, top5_acc: 0.8563, loss_cls: 1.3377, loss: 1.3377, grad_norm: 4.5348 2022-02-11 02:08:07,668 - mmaction - INFO - Epoch [232][20/940] lr: 4.000e-04, eta: 8:38:59, time: 9.490, data_time: 8.189, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8633, loss_cls: 1.2929, loss: 1.2929, grad_norm: 4.4991 2022-02-11 02:08:31,015 - mmaction - INFO - Epoch [232][40/940] lr: 4.000e-04, eta: 8:38:32, time: 1.167, data_time: 0.060, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8703, loss_cls: 1.2836, loss: 1.2836, grad_norm: 4.4762 2022-02-11 02:08:54,293 - mmaction - INFO - Epoch [232][60/940] lr: 4.000e-04, eta: 8:38:05, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8533, loss_cls: 1.3262, loss: 1.3262, grad_norm: 4.4693 2022-02-11 02:09:17,896 - mmaction - INFO - Epoch [232][80/940] lr: 4.000e-04, eta: 8:37:38, time: 1.180, data_time: 0.045, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8633, loss_cls: 1.3187, loss: 1.3187, grad_norm: 4.5320 2022-02-11 02:09:41,418 - mmaction - INFO - Epoch [232][100/940] lr: 4.000e-04, eta: 8:37:12, time: 1.176, data_time: 0.067, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8652, loss_cls: 1.2996, loss: 1.2996, grad_norm: 4.4513 2022-02-11 02:10:04,830 - mmaction - INFO - Epoch [232][120/940] lr: 4.000e-04, eta: 8:36:45, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3275, loss: 1.3275, grad_norm: 4.5023 2022-02-11 02:10:28,115 - mmaction - INFO - Epoch [232][140/940] lr: 4.000e-04, eta: 8:36:18, time: 1.165, data_time: 0.053, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8607, loss_cls: 1.3128, loss: 1.3128, grad_norm: 4.4251 2022-02-11 02:10:51,457 - mmaction - INFO - Epoch [232][160/940] lr: 4.000e-04, eta: 8:35:51, time: 1.167, data_time: 0.053, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8541, loss_cls: 1.3498, loss: 1.3498, grad_norm: 4.5682 2022-02-11 02:11:14,937 - mmaction - INFO - Epoch [232][180/940] lr: 4.000e-04, eta: 8:35:24, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8639, loss_cls: 1.2952, loss: 1.2952, grad_norm: 4.4440 2022-02-11 02:11:38,363 - mmaction - INFO - Epoch [232][200/940] lr: 4.000e-04, eta: 8:34:57, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8553, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.6423 2022-02-11 02:12:01,898 - mmaction - INFO - Epoch [232][220/940] lr: 4.000e-04, eta: 8:34:30, time: 1.177, data_time: 0.064, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8574, loss_cls: 1.3481, loss: 1.3481, grad_norm: 4.6001 2022-02-11 02:12:25,219 - mmaction - INFO - Epoch [232][240/940] lr: 4.000e-04, eta: 8:34:04, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8598, loss_cls: 1.3202, loss: 1.3202, grad_norm: 4.5851 2022-02-11 02:12:48,735 - mmaction - INFO - Epoch [232][260/940] lr: 4.000e-04, eta: 8:33:37, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6959, top5_acc: 0.8668, loss_cls: 1.2830, loss: 1.2830, grad_norm: 4.4472 2022-02-11 02:13:12,103 - mmaction - INFO - Epoch [232][280/940] lr: 4.000e-04, eta: 8:33:10, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8645, loss_cls: 1.3121, loss: 1.3121, grad_norm: 4.4755 2022-02-11 02:13:35,523 - mmaction - INFO - Epoch [232][300/940] lr: 4.000e-04, eta: 8:32:43, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8580, loss_cls: 1.3163, loss: 1.3163, grad_norm: 4.5270 2022-02-11 02:13:58,955 - mmaction - INFO - Epoch [232][320/940] lr: 4.000e-04, eta: 8:32:16, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8555, loss_cls: 1.3296, loss: 1.3296, grad_norm: 4.4932 2022-02-11 02:14:22,368 - mmaction - INFO - Epoch [232][340/940] lr: 4.000e-04, eta: 8:31:49, time: 1.171, data_time: 0.062, memory: 9497, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2687, loss: 1.2687, grad_norm: 4.4591 2022-02-11 02:14:45,911 - mmaction - INFO - Epoch [232][360/940] lr: 4.000e-04, eta: 8:31:22, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8539, loss_cls: 1.3201, loss: 1.3201, grad_norm: 4.5777 2022-02-11 02:15:09,476 - mmaction - INFO - Epoch [232][380/940] lr: 4.000e-04, eta: 8:30:56, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8611, loss_cls: 1.3312, loss: 1.3312, grad_norm: 4.5377 2022-02-11 02:15:32,886 - mmaction - INFO - Epoch [232][400/940] lr: 4.000e-04, eta: 8:30:29, time: 1.170, data_time: 0.060, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8604, loss_cls: 1.3167, loss: 1.3167, grad_norm: 4.4596 2022-02-11 02:15:56,350 - mmaction - INFO - Epoch [232][420/940] lr: 4.000e-04, eta: 8:30:02, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8521, loss_cls: 1.3621, loss: 1.3621, grad_norm: 4.5156 2022-02-11 02:16:19,964 - mmaction - INFO - Epoch [232][440/940] lr: 4.000e-04, eta: 8:29:35, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8586, loss_cls: 1.3062, loss: 1.3062, grad_norm: 4.5191 2022-02-11 02:16:43,599 - mmaction - INFO - Epoch [232][460/940] lr: 4.000e-04, eta: 8:29:08, time: 1.181, data_time: 0.063, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8564, loss_cls: 1.3213, loss: 1.3213, grad_norm: 4.4840 2022-02-11 02:17:08,581 - mmaction - INFO - Epoch [232][480/940] lr: 4.000e-04, eta: 8:28:42, time: 1.249, data_time: 0.135, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8535, loss_cls: 1.3196, loss: 1.3196, grad_norm: 4.4452 2022-02-11 02:17:32,050 - mmaction - INFO - Epoch [232][500/940] lr: 4.000e-04, eta: 8:28:15, time: 1.174, data_time: 0.063, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8627, loss_cls: 1.3330, loss: 1.3330, grad_norm: 4.4220 2022-02-11 02:17:55,540 - mmaction - INFO - Epoch [232][520/940] lr: 4.000e-04, eta: 8:27:48, time: 1.174, data_time: 0.063, memory: 9497, top1_acc: 0.6912, top5_acc: 0.8607, loss_cls: 1.2926, loss: 1.2926, grad_norm: 4.3879 2022-02-11 02:18:19,136 - mmaction - INFO - Epoch [232][540/940] lr: 4.000e-04, eta: 8:27:21, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8639, loss_cls: 1.3286, loss: 1.3286, grad_norm: 4.5275 2022-02-11 02:18:42,691 - mmaction - INFO - Epoch [232][560/940] lr: 4.000e-04, eta: 8:26:54, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8650, loss_cls: 1.2822, loss: 1.2822, grad_norm: 4.4606 2022-02-11 02:19:06,128 - mmaction - INFO - Epoch [232][580/940] lr: 4.000e-04, eta: 8:26:27, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8523, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.4931 2022-02-11 02:19:29,796 - mmaction - INFO - Epoch [232][600/940] lr: 4.000e-04, eta: 8:26:01, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8533, loss_cls: 1.3569, loss: 1.3569, grad_norm: 4.5097 2022-02-11 02:19:53,320 - mmaction - INFO - Epoch [232][620/940] lr: 4.000e-04, eta: 8:25:34, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8586, loss_cls: 1.3356, loss: 1.3356, grad_norm: 4.5986 2022-02-11 02:20:17,549 - mmaction - INFO - Epoch [232][640/940] lr: 4.000e-04, eta: 8:25:07, time: 1.212, data_time: 0.058, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8625, loss_cls: 1.3185, loss: 1.3185, grad_norm: 4.4798 2022-02-11 02:20:41,006 - mmaction - INFO - Epoch [232][660/940] lr: 4.000e-04, eta: 8:24:40, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8592, loss_cls: 1.3107, loss: 1.3107, grad_norm: 4.4923 2022-02-11 02:21:04,577 - mmaction - INFO - Epoch [232][680/940] lr: 4.000e-04, eta: 8:24:13, time: 1.179, data_time: 0.063, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8590, loss_cls: 1.2913, loss: 1.2913, grad_norm: 4.4446 2022-02-11 02:21:28,203 - mmaction - INFO - Epoch [232][700/940] lr: 4.000e-04, eta: 8:23:47, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8543, loss_cls: 1.3488, loss: 1.3488, grad_norm: 4.5459 2022-02-11 02:21:51,747 - mmaction - INFO - Epoch [232][720/940] lr: 4.000e-04, eta: 8:23:20, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8568, loss_cls: 1.3207, loss: 1.3207, grad_norm: 4.5026 2022-02-11 02:22:15,311 - mmaction - INFO - Epoch [232][740/940] lr: 4.000e-04, eta: 8:22:53, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8562, loss_cls: 1.3490, loss: 1.3490, grad_norm: 4.5703 2022-02-11 02:22:38,837 - mmaction - INFO - Epoch [232][760/940] lr: 4.000e-04, eta: 8:22:26, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6719, top5_acc: 0.8529, loss_cls: 1.3603, loss: 1.3603, grad_norm: 4.5762 2022-02-11 02:23:02,476 - mmaction - INFO - Epoch [232][780/940] lr: 4.000e-04, eta: 8:21:59, time: 1.182, data_time: 0.060, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8596, loss_cls: 1.3184, loss: 1.3184, grad_norm: 4.5342 2022-02-11 02:23:25,984 - mmaction - INFO - Epoch [232][800/940] lr: 4.000e-04, eta: 8:21:32, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6973, top5_acc: 0.8611, loss_cls: 1.2836, loss: 1.2836, grad_norm: 4.4058 2022-02-11 02:23:49,554 - mmaction - INFO - Epoch [232][820/940] lr: 4.000e-04, eta: 8:21:06, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8576, loss_cls: 1.3492, loss: 1.3492, grad_norm: 4.6272 2022-02-11 02:24:13,132 - mmaction - INFO - Epoch [232][840/940] lr: 4.000e-04, eta: 8:20:39, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8625, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.5518 2022-02-11 02:24:36,632 - mmaction - INFO - Epoch [232][860/940] lr: 4.000e-04, eta: 8:20:12, time: 1.175, data_time: 0.049, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8529, loss_cls: 1.3602, loss: 1.3602, grad_norm: 4.6074 2022-02-11 02:25:00,142 - mmaction - INFO - Epoch [232][880/940] lr: 4.000e-04, eta: 8:19:45, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8549, loss_cls: 1.3642, loss: 1.3642, grad_norm: 4.4553 2022-02-11 02:25:23,798 - mmaction - INFO - Epoch [232][900/940] lr: 4.000e-04, eta: 8:19:18, time: 1.182, data_time: 0.062, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8555, loss_cls: 1.3127, loss: 1.3127, grad_norm: 4.4342 2022-02-11 02:25:47,490 - mmaction - INFO - Epoch [232][920/940] lr: 4.000e-04, eta: 8:18:52, time: 1.185, data_time: 0.058, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8490, loss_cls: 1.3576, loss: 1.3576, grad_norm: 4.5667 2022-02-11 02:26:09,979 - mmaction - INFO - Epoch [232][940/940] lr: 4.000e-04, eta: 8:18:25, time: 1.124, data_time: 0.063, memory: 9497, top1_acc: 0.6802, top5_acc: 0.8580, loss_cls: 1.3237, loss: 1.3237, grad_norm: 4.5467 2022-02-11 02:29:29,519 - mmaction - INFO - Epoch [233][20/940] lr: 4.000e-04, eta: 8:18:15, time: 9.683, data_time: 8.528, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8596, loss_cls: 1.3129, loss: 1.3129, grad_norm: 4.4761 2022-02-11 02:29:52,656 - mmaction - INFO - Epoch [233][40/940] lr: 4.000e-04, eta: 8:17:49, time: 1.160, data_time: 0.053, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8539, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.5351 2022-02-11 02:30:15,933 - mmaction - INFO - Epoch [233][60/940] lr: 4.000e-04, eta: 8:17:22, time: 1.164, data_time: 0.047, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8592, loss_cls: 1.2977, loss: 1.2977, grad_norm: 4.4543 2022-02-11 02:30:39,254 - mmaction - INFO - Epoch [233][80/940] lr: 4.000e-04, eta: 8:16:55, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8580, loss_cls: 1.3365, loss: 1.3365, grad_norm: 4.5406 2022-02-11 02:31:04,212 - mmaction - INFO - Epoch [233][100/940] lr: 4.000e-04, eta: 8:16:28, time: 1.248, data_time: 0.142, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8590, loss_cls: 1.3243, loss: 1.3243, grad_norm: 4.4870 2022-02-11 02:31:27,621 - mmaction - INFO - Epoch [233][120/940] lr: 4.000e-04, eta: 8:16:01, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8631, loss_cls: 1.2965, loss: 1.2965, grad_norm: 4.4401 2022-02-11 02:31:50,950 - mmaction - INFO - Epoch [233][140/940] lr: 4.000e-04, eta: 8:15:34, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8521, loss_cls: 1.3325, loss: 1.3325, grad_norm: 4.4811 2022-02-11 02:32:14,327 - mmaction - INFO - Epoch [233][160/940] lr: 4.000e-04, eta: 8:15:08, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.6918, top5_acc: 0.8654, loss_cls: 1.2816, loss: 1.2816, grad_norm: 4.3780 2022-02-11 02:32:37,648 - mmaction - INFO - Epoch [233][180/940] lr: 4.000e-04, eta: 8:14:41, time: 1.166, data_time: 0.054, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8639, loss_cls: 1.2994, loss: 1.2994, grad_norm: 4.4870 2022-02-11 02:33:01,079 - mmaction - INFO - Epoch [233][200/940] lr: 4.000e-04, eta: 8:14:14, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3431, loss: 1.3431, grad_norm: 4.5261 2022-02-11 02:33:24,488 - mmaction - INFO - Epoch [233][220/940] lr: 4.000e-04, eta: 8:13:47, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.6918, top5_acc: 0.8691, loss_cls: 1.2740, loss: 1.2740, grad_norm: 4.4183 2022-02-11 02:33:48,067 - mmaction - INFO - Epoch [233][240/940] lr: 4.000e-04, eta: 8:13:20, time: 1.179, data_time: 0.049, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8568, loss_cls: 1.3469, loss: 1.3469, grad_norm: 4.5501 2022-02-11 02:34:11,520 - mmaction - INFO - Epoch [233][260/940] lr: 4.000e-04, eta: 8:12:53, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8584, loss_cls: 1.3524, loss: 1.3524, grad_norm: 4.5462 2022-02-11 02:34:35,141 - mmaction - INFO - Epoch [233][280/940] lr: 4.000e-04, eta: 8:12:27, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8592, loss_cls: 1.3455, loss: 1.3455, grad_norm: 4.5932 2022-02-11 02:34:58,672 - mmaction - INFO - Epoch [233][300/940] lr: 4.000e-04, eta: 8:12:00, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8557, loss_cls: 1.3281, loss: 1.3281, grad_norm: 4.5234 2022-02-11 02:35:22,142 - mmaction - INFO - Epoch [233][320/940] lr: 4.000e-04, eta: 8:11:33, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8557, loss_cls: 1.3391, loss: 1.3391, grad_norm: 4.5268 2022-02-11 02:35:45,508 - mmaction - INFO - Epoch [233][340/940] lr: 4.000e-04, eta: 8:11:06, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8629, loss_cls: 1.3183, loss: 1.3183, grad_norm: 4.5146 2022-02-11 02:36:09,004 - mmaction - INFO - Epoch [233][360/940] lr: 4.000e-04, eta: 8:10:39, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8539, loss_cls: 1.3498, loss: 1.3498, grad_norm: 4.5591 2022-02-11 02:36:32,660 - mmaction - INFO - Epoch [233][380/940] lr: 4.000e-04, eta: 8:10:12, time: 1.183, data_time: 0.068, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8584, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.5082 2022-02-11 02:36:56,116 - mmaction - INFO - Epoch [233][400/940] lr: 4.000e-04, eta: 8:09:46, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8609, loss_cls: 1.3290, loss: 1.3290, grad_norm: 4.4995 2022-02-11 02:37:19,620 - mmaction - INFO - Epoch [233][420/940] lr: 4.000e-04, eta: 8:09:19, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8564, loss_cls: 1.3140, loss: 1.3140, grad_norm: 4.4835 2022-02-11 02:37:43,099 - mmaction - INFO - Epoch [233][440/940] lr: 4.000e-04, eta: 8:08:52, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8596, loss_cls: 1.3002, loss: 1.3002, grad_norm: 4.5326 2022-02-11 02:38:06,516 - mmaction - INFO - Epoch [233][460/940] lr: 4.000e-04, eta: 8:08:25, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.6949, top5_acc: 0.8613, loss_cls: 1.3125, loss: 1.3125, grad_norm: 4.5367 2022-02-11 02:38:29,952 - mmaction - INFO - Epoch [233][480/940] lr: 4.000e-04, eta: 8:07:58, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6689, top5_acc: 0.8535, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.6273 2022-02-11 02:38:53,423 - mmaction - INFO - Epoch [233][500/940] lr: 4.000e-04, eta: 8:07:31, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8607, loss_cls: 1.3185, loss: 1.3185, grad_norm: 4.5512 2022-02-11 02:39:16,790 - mmaction - INFO - Epoch [233][520/940] lr: 4.000e-04, eta: 8:07:05, time: 1.168, data_time: 0.056, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8605, loss_cls: 1.3057, loss: 1.3057, grad_norm: 4.4261 2022-02-11 02:39:40,302 - mmaction - INFO - Epoch [233][540/940] lr: 4.000e-04, eta: 8:06:38, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6986, top5_acc: 0.8646, loss_cls: 1.2720, loss: 1.2720, grad_norm: 4.4608 2022-02-11 02:40:05,529 - mmaction - INFO - Epoch [233][560/940] lr: 4.000e-04, eta: 8:06:11, time: 1.261, data_time: 0.050, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8652, loss_cls: 1.2942, loss: 1.2942, grad_norm: 4.4594 2022-02-11 02:40:29,250 - mmaction - INFO - Epoch [233][580/940] lr: 4.000e-04, eta: 8:05:44, time: 1.186, data_time: 0.059, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8600, loss_cls: 1.3157, loss: 1.3157, grad_norm: 4.4919 2022-02-11 02:40:52,777 - mmaction - INFO - Epoch [233][600/940] lr: 4.000e-04, eta: 8:05:17, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8588, loss_cls: 1.3256, loss: 1.3256, grad_norm: 4.4836 2022-02-11 02:41:16,444 - mmaction - INFO - Epoch [233][620/940] lr: 4.000e-04, eta: 8:04:51, time: 1.183, data_time: 0.053, memory: 9497, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3514, loss: 1.3514, grad_norm: 4.5942 2022-02-11 02:41:40,022 - mmaction - INFO - Epoch [233][640/940] lr: 4.000e-04, eta: 8:04:24, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8543, loss_cls: 1.3302, loss: 1.3302, grad_norm: 4.5149 2022-02-11 02:42:03,701 - mmaction - INFO - Epoch [233][660/940] lr: 4.000e-04, eta: 8:03:57, time: 1.184, data_time: 0.053, memory: 9497, top1_acc: 0.6908, top5_acc: 0.8623, loss_cls: 1.2861, loss: 1.2861, grad_norm: 4.4867 2022-02-11 02:42:27,287 - mmaction - INFO - Epoch [233][680/940] lr: 4.000e-04, eta: 8:03:30, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8637, loss_cls: 1.3054, loss: 1.3054, grad_norm: 4.5237 2022-02-11 02:42:50,864 - mmaction - INFO - Epoch [233][700/940] lr: 4.000e-04, eta: 8:03:03, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8535, loss_cls: 1.3447, loss: 1.3447, grad_norm: 4.5341 2022-02-11 02:43:14,454 - mmaction - INFO - Epoch [233][720/940] lr: 4.000e-04, eta: 8:02:37, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8547, loss_cls: 1.3359, loss: 1.3359, grad_norm: 4.5374 2022-02-11 02:43:37,890 - mmaction - INFO - Epoch [233][740/940] lr: 4.000e-04, eta: 8:02:10, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6742, top5_acc: 0.8506, loss_cls: 1.3564, loss: 1.3564, grad_norm: 4.5155 2022-02-11 02:44:01,420 - mmaction - INFO - Epoch [233][760/940] lr: 4.000e-04, eta: 8:01:43, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3124, loss: 1.3124, grad_norm: 4.5478 2022-02-11 02:44:25,040 - mmaction - INFO - Epoch [233][780/940] lr: 4.000e-04, eta: 8:01:16, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8604, loss_cls: 1.3095, loss: 1.3095, grad_norm: 4.5210 2022-02-11 02:44:48,667 - mmaction - INFO - Epoch [233][800/940] lr: 4.000e-04, eta: 8:00:49, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8582, loss_cls: 1.3226, loss: 1.3226, grad_norm: 4.5253 2022-02-11 02:45:12,282 - mmaction - INFO - Epoch [233][820/940] lr: 4.000e-04, eta: 8:00:23, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8611, loss_cls: 1.3026, loss: 1.3026, grad_norm: 4.5067 2022-02-11 02:45:35,884 - mmaction - INFO - Epoch [233][840/940] lr: 4.000e-04, eta: 7:59:56, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8539, loss_cls: 1.3620, loss: 1.3620, grad_norm: 4.5390 2022-02-11 02:45:59,457 - mmaction - INFO - Epoch [233][860/940] lr: 4.000e-04, eta: 7:59:29, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8578, loss_cls: 1.3155, loss: 1.3155, grad_norm: 4.4907 2022-02-11 02:46:23,126 - mmaction - INFO - Epoch [233][880/940] lr: 4.000e-04, eta: 7:59:02, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8596, loss_cls: 1.3173, loss: 1.3173, grad_norm: 4.5696 2022-02-11 02:46:46,684 - mmaction - INFO - Epoch [233][900/940] lr: 4.000e-04, eta: 7:58:35, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8611, loss_cls: 1.3200, loss: 1.3200, grad_norm: 4.5514 2022-02-11 02:47:10,239 - mmaction - INFO - Epoch [233][920/940] lr: 4.000e-04, eta: 7:58:09, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8568, loss_cls: 1.3279, loss: 1.3279, grad_norm: 4.5282 2022-02-11 02:47:32,675 - mmaction - INFO - Epoch [233][940/940] lr: 4.000e-04, eta: 7:57:42, time: 1.122, data_time: 0.057, memory: 9497, top1_acc: 0.6916, top5_acc: 0.8588, loss_cls: 1.3161, loss: 1.3161, grad_norm: 4.5501 2022-02-11 02:50:41,564 - mmaction - INFO - Epoch [234][20/940] lr: 4.000e-04, eta: 7:57:31, time: 9.136, data_time: 7.968, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8562, loss_cls: 1.3583, loss: 1.3583, grad_norm: 4.5130 2022-02-11 02:51:04,670 - mmaction - INFO - Epoch [234][40/940] lr: 4.000e-04, eta: 7:57:04, time: 1.156, data_time: 0.052, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.3040, loss: 1.3040, grad_norm: 4.4941 2022-02-11 02:51:27,894 - mmaction - INFO - Epoch [234][60/940] lr: 4.000e-04, eta: 7:56:37, time: 1.161, data_time: 0.046, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8596, loss_cls: 1.2933, loss: 1.2933, grad_norm: 4.3965 2022-02-11 02:51:51,411 - mmaction - INFO - Epoch [234][80/940] lr: 4.000e-04, eta: 7:56:10, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8615, loss_cls: 1.2975, loss: 1.2975, grad_norm: 4.5026 2022-02-11 02:52:14,741 - mmaction - INFO - Epoch [234][100/940] lr: 4.000e-04, eta: 7:55:43, time: 1.166, data_time: 0.047, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8521, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.5433 2022-02-11 02:52:38,109 - mmaction - INFO - Epoch [234][120/940] lr: 4.000e-04, eta: 7:55:16, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8641, loss_cls: 1.3010, loss: 1.3010, grad_norm: 4.6058 2022-02-11 02:53:01,591 - mmaction - INFO - Epoch [234][140/940] lr: 4.000e-04, eta: 7:54:49, time: 1.174, data_time: 0.050, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8596, loss_cls: 1.3288, loss: 1.3288, grad_norm: 4.5378 2022-02-11 02:53:24,973 - mmaction - INFO - Epoch [234][160/940] lr: 4.000e-04, eta: 7:54:23, time: 1.169, data_time: 0.050, memory: 9497, top1_acc: 0.6945, top5_acc: 0.8631, loss_cls: 1.3072, loss: 1.3072, grad_norm: 4.4552 2022-02-11 02:53:48,412 - mmaction - INFO - Epoch [234][180/940] lr: 4.000e-04, eta: 7:53:56, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8639, loss_cls: 1.2885, loss: 1.2885, grad_norm: 4.4988 2022-02-11 02:54:11,822 - mmaction - INFO - Epoch [234][200/940] lr: 4.000e-04, eta: 7:53:29, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8619, loss_cls: 1.3266, loss: 1.3266, grad_norm: 4.5738 2022-02-11 02:54:35,217 - mmaction - INFO - Epoch [234][220/940] lr: 4.000e-04, eta: 7:53:02, time: 1.170, data_time: 0.054, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8623, loss_cls: 1.3036, loss: 1.3036, grad_norm: 4.5347 2022-02-11 02:54:58,728 - mmaction - INFO - Epoch [234][240/940] lr: 4.000e-04, eta: 7:52:35, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8654, loss_cls: 1.2938, loss: 1.2938, grad_norm: 4.4265 2022-02-11 02:55:22,188 - mmaction - INFO - Epoch [234][260/940] lr: 4.000e-04, eta: 7:52:08, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8498, loss_cls: 1.3608, loss: 1.3608, grad_norm: 4.5195 2022-02-11 02:55:45,740 - mmaction - INFO - Epoch [234][280/940] lr: 4.000e-04, eta: 7:51:42, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6932, top5_acc: 0.8652, loss_cls: 1.2855, loss: 1.2855, grad_norm: 4.4677 2022-02-11 02:56:09,179 - mmaction - INFO - Epoch [234][300/940] lr: 4.000e-04, eta: 7:51:15, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8668, loss_cls: 1.2881, loss: 1.2881, grad_norm: 4.4846 2022-02-11 02:56:32,708 - mmaction - INFO - Epoch [234][320/940] lr: 4.000e-04, eta: 7:50:48, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8600, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.4448 2022-02-11 02:56:56,133 - mmaction - INFO - Epoch [234][340/940] lr: 4.000e-04, eta: 7:50:21, time: 1.171, data_time: 0.062, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8518, loss_cls: 1.3425, loss: 1.3425, grad_norm: 4.6378 2022-02-11 02:57:19,752 - mmaction - INFO - Epoch [234][360/940] lr: 4.000e-04, eta: 7:49:54, time: 1.181, data_time: 0.065, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8588, loss_cls: 1.3254, loss: 1.3254, grad_norm: 4.5773 2022-02-11 02:57:43,231 - mmaction - INFO - Epoch [234][380/940] lr: 4.000e-04, eta: 7:49:28, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8600, loss_cls: 1.3306, loss: 1.3306, grad_norm: 4.5610 2022-02-11 02:58:06,789 - mmaction - INFO - Epoch [234][400/940] lr: 4.000e-04, eta: 7:49:01, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8596, loss_cls: 1.3280, loss: 1.3280, grad_norm: 4.5519 2022-02-11 02:58:30,335 - mmaction - INFO - Epoch [234][420/940] lr: 4.000e-04, eta: 7:48:34, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8529, loss_cls: 1.3465, loss: 1.3465, grad_norm: 4.5549 2022-02-11 02:58:53,976 - mmaction - INFO - Epoch [234][440/940] lr: 4.000e-04, eta: 7:48:07, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8600, loss_cls: 1.2919, loss: 1.2919, grad_norm: 4.3752 2022-02-11 02:59:17,660 - mmaction - INFO - Epoch [234][460/940] lr: 4.000e-04, eta: 7:47:40, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8545, loss_cls: 1.3391, loss: 1.3391, grad_norm: 4.5807 2022-02-11 02:59:41,141 - mmaction - INFO - Epoch [234][480/940] lr: 4.000e-04, eta: 7:47:14, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3401, loss: 1.3401, grad_norm: 4.5834 2022-02-11 03:00:04,999 - mmaction - INFO - Epoch [234][500/940] lr: 4.000e-04, eta: 7:46:47, time: 1.193, data_time: 0.072, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8580, loss_cls: 1.3125, loss: 1.3125, grad_norm: 4.5343 2022-02-11 03:00:28,606 - mmaction - INFO - Epoch [234][520/940] lr: 4.000e-04, eta: 7:46:20, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6914, top5_acc: 0.8615, loss_cls: 1.3026, loss: 1.3026, grad_norm: 4.6147 2022-02-11 03:00:52,275 - mmaction - INFO - Epoch [234][540/940] lr: 4.000e-04, eta: 7:45:53, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8637, loss_cls: 1.2940, loss: 1.2940, grad_norm: 4.4658 2022-02-11 03:01:15,838 - mmaction - INFO - Epoch [234][560/940] lr: 4.000e-04, eta: 7:45:26, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8543, loss_cls: 1.3447, loss: 1.3447, grad_norm: 4.6281 2022-02-11 03:01:39,429 - mmaction - INFO - Epoch [234][580/940] lr: 4.000e-04, eta: 7:45:00, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8576, loss_cls: 1.3370, loss: 1.3370, grad_norm: 4.5207 2022-02-11 03:02:02,961 - mmaction - INFO - Epoch [234][600/940] lr: 4.000e-04, eta: 7:44:33, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8508, loss_cls: 1.3566, loss: 1.3566, grad_norm: 4.5809 2022-02-11 03:02:26,687 - mmaction - INFO - Epoch [234][620/940] lr: 4.000e-04, eta: 7:44:06, time: 1.186, data_time: 0.057, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8521, loss_cls: 1.3521, loss: 1.3521, grad_norm: 4.5445 2022-02-11 03:02:50,333 - mmaction - INFO - Epoch [234][640/940] lr: 4.000e-04, eta: 7:43:39, time: 1.182, data_time: 0.063, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8582, loss_cls: 1.3013, loss: 1.3013, grad_norm: 4.4414 2022-02-11 03:03:14,045 - mmaction - INFO - Epoch [234][660/940] lr: 4.000e-04, eta: 7:43:12, time: 1.185, data_time: 0.066, memory: 9497, top1_acc: 0.6941, top5_acc: 0.8613, loss_cls: 1.2942, loss: 1.2942, grad_norm: 4.4382 2022-02-11 03:03:37,623 - mmaction - INFO - Epoch [234][680/940] lr: 4.000e-04, eta: 7:42:46, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8543, loss_cls: 1.3353, loss: 1.3353, grad_norm: 4.5049 2022-02-11 03:04:01,182 - mmaction - INFO - Epoch [234][700/940] lr: 4.000e-04, eta: 7:42:19, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8676, loss_cls: 1.2862, loss: 1.2862, grad_norm: 4.5644 2022-02-11 03:04:24,868 - mmaction - INFO - Epoch [234][720/940] lr: 4.000e-04, eta: 7:41:52, time: 1.184, data_time: 0.061, memory: 9497, top1_acc: 0.6711, top5_acc: 0.8512, loss_cls: 1.3738, loss: 1.3738, grad_norm: 4.6175 2022-02-11 03:04:48,392 - mmaction - INFO - Epoch [234][740/940] lr: 4.000e-04, eta: 7:41:25, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8596, loss_cls: 1.3259, loss: 1.3259, grad_norm: 4.4720 2022-02-11 03:05:11,904 - mmaction - INFO - Epoch [234][760/940] lr: 4.000e-04, eta: 7:40:58, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8580, loss_cls: 1.3262, loss: 1.3262, grad_norm: 4.5465 2022-02-11 03:05:35,417 - mmaction - INFO - Epoch [234][780/940] lr: 4.000e-04, eta: 7:40:32, time: 1.177, data_time: 0.065, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3286, loss: 1.3286, grad_norm: 4.5595 2022-02-11 03:05:58,925 - mmaction - INFO - Epoch [234][800/940] lr: 4.000e-04, eta: 7:40:05, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8580, loss_cls: 1.3246, loss: 1.3246, grad_norm: 4.5075 2022-02-11 03:06:22,449 - mmaction - INFO - Epoch [234][820/940] lr: 4.000e-04, eta: 7:39:38, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8686, loss_cls: 1.3044, loss: 1.3044, grad_norm: 4.4753 2022-02-11 03:06:46,060 - mmaction - INFO - Epoch [234][840/940] lr: 4.000e-04, eta: 7:39:11, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8574, loss_cls: 1.3239, loss: 1.3239, grad_norm: 4.5509 2022-02-11 03:07:09,560 - mmaction - INFO - Epoch [234][860/940] lr: 4.000e-04, eta: 7:38:44, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8525, loss_cls: 1.3391, loss: 1.3391, grad_norm: 4.5330 2022-02-11 03:07:33,014 - mmaction - INFO - Epoch [234][880/940] lr: 4.000e-04, eta: 7:38:18, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8629, loss_cls: 1.3218, loss: 1.3218, grad_norm: 4.5147 2022-02-11 03:07:56,542 - mmaction - INFO - Epoch [234][900/940] lr: 4.000e-04, eta: 7:37:51, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8623, loss_cls: 1.3228, loss: 1.3228, grad_norm: 4.4782 2022-02-11 03:08:19,974 - mmaction - INFO - Epoch [234][920/940] lr: 4.000e-04, eta: 7:37:24, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8602, loss_cls: 1.3109, loss: 1.3109, grad_norm: 4.5062 2022-02-11 03:08:42,369 - mmaction - INFO - Epoch [234][940/940] lr: 4.000e-04, eta: 7:36:57, time: 1.121, data_time: 0.059, memory: 9497, top1_acc: 0.6804, top5_acc: 0.8575, loss_cls: 1.3311, loss: 1.3311, grad_norm: 4.5833 2022-02-11 03:12:04,875 - mmaction - INFO - Epoch [235][20/940] lr: 4.000e-04, eta: 7:36:46, time: 9.813, data_time: 8.688, memory: 9497, top1_acc: 0.6717, top5_acc: 0.8490, loss_cls: 1.3612, loss: 1.3612, grad_norm: 4.5395 2022-02-11 03:12:27,973 - mmaction - INFO - Epoch [235][40/940] lr: 4.000e-04, eta: 7:36:20, time: 1.157, data_time: 0.048, memory: 9497, top1_acc: 0.6928, top5_acc: 0.8688, loss_cls: 1.2718, loss: 1.2718, grad_norm: 4.5077 2022-02-11 03:12:51,174 - mmaction - INFO - Epoch [235][60/940] lr: 4.000e-04, eta: 7:35:53, time: 1.160, data_time: 0.045, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8645, loss_cls: 1.3032, loss: 1.3032, grad_norm: 4.4840 2022-02-11 03:13:14,458 - mmaction - INFO - Epoch [235][80/940] lr: 4.000e-04, eta: 7:35:26, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8617, loss_cls: 1.3120, loss: 1.3120, grad_norm: 4.5408 2022-02-11 03:13:37,753 - mmaction - INFO - Epoch [235][100/940] lr: 4.000e-04, eta: 7:34:59, time: 1.164, data_time: 0.048, memory: 9497, top1_acc: 0.6967, top5_acc: 0.8666, loss_cls: 1.2644, loss: 1.2644, grad_norm: 4.4975 2022-02-11 03:14:01,098 - mmaction - INFO - Epoch [235][120/940] lr: 4.000e-04, eta: 7:34:32, time: 1.168, data_time: 0.046, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8557, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.5526 2022-02-11 03:14:24,445 - mmaction - INFO - Epoch [235][140/940] lr: 4.000e-04, eta: 7:34:05, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8594, loss_cls: 1.3047, loss: 1.3047, grad_norm: 4.5481 2022-02-11 03:14:47,792 - mmaction - INFO - Epoch [235][160/940] lr: 4.000e-04, eta: 7:33:39, time: 1.167, data_time: 0.049, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8594, loss_cls: 1.3146, loss: 1.3146, grad_norm: 4.5753 2022-02-11 03:15:11,105 - mmaction - INFO - Epoch [235][180/940] lr: 4.000e-04, eta: 7:33:12, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8570, loss_cls: 1.3206, loss: 1.3206, grad_norm: 4.5864 2022-02-11 03:15:34,618 - mmaction - INFO - Epoch [235][200/940] lr: 4.000e-04, eta: 7:32:45, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8582, loss_cls: 1.3180, loss: 1.3180, grad_norm: 4.5088 2022-02-11 03:15:58,069 - mmaction - INFO - Epoch [235][220/940] lr: 4.000e-04, eta: 7:32:18, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8564, loss_cls: 1.3273, loss: 1.3273, grad_norm: 4.5002 2022-02-11 03:16:21,594 - mmaction - INFO - Epoch [235][240/940] lr: 4.000e-04, eta: 7:31:51, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8598, loss_cls: 1.3006, loss: 1.3006, grad_norm: 4.4795 2022-02-11 03:16:45,085 - mmaction - INFO - Epoch [235][260/940] lr: 4.000e-04, eta: 7:31:25, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6928, top5_acc: 0.8672, loss_cls: 1.2854, loss: 1.2854, grad_norm: 4.4795 2022-02-11 03:17:08,635 - mmaction - INFO - Epoch [235][280/940] lr: 4.000e-04, eta: 7:30:58, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6732, top5_acc: 0.8504, loss_cls: 1.3718, loss: 1.3718, grad_norm: 4.5709 2022-02-11 03:17:32,276 - mmaction - INFO - Epoch [235][300/940] lr: 4.000e-04, eta: 7:30:31, time: 1.183, data_time: 0.053, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8535, loss_cls: 1.3573, loss: 1.3573, grad_norm: 4.6659 2022-02-11 03:17:55,794 - mmaction - INFO - Epoch [235][320/940] lr: 4.000e-04, eta: 7:30:04, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8600, loss_cls: 1.2960, loss: 1.2960, grad_norm: 4.5272 2022-02-11 03:18:19,409 - mmaction - INFO - Epoch [235][340/940] lr: 4.000e-04, eta: 7:29:37, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8561, loss_cls: 1.3232, loss: 1.3232, grad_norm: 4.5094 2022-02-11 03:18:42,984 - mmaction - INFO - Epoch [235][360/940] lr: 4.000e-04, eta: 7:29:11, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8623, loss_cls: 1.3251, loss: 1.3251, grad_norm: 4.5858 2022-02-11 03:19:06,581 - mmaction - INFO - Epoch [235][380/940] lr: 4.000e-04, eta: 7:28:44, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8559, loss_cls: 1.3168, loss: 1.3168, grad_norm: 4.5504 2022-02-11 03:19:30,006 - mmaction - INFO - Epoch [235][400/940] lr: 4.000e-04, eta: 7:28:17, time: 1.171, data_time: 0.061, memory: 9497, top1_acc: 0.6967, top5_acc: 0.8660, loss_cls: 1.2698, loss: 1.2698, grad_norm: 4.4486 2022-02-11 03:19:53,468 - mmaction - INFO - Epoch [235][420/940] lr: 4.000e-04, eta: 7:27:50, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3255, loss: 1.3255, grad_norm: 4.5792 2022-02-11 03:20:16,909 - mmaction - INFO - Epoch [235][440/940] lr: 4.000e-04, eta: 7:27:23, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8648, loss_cls: 1.2862, loss: 1.2862, grad_norm: 4.4449 2022-02-11 03:20:40,371 - mmaction - INFO - Epoch [235][460/940] lr: 4.000e-04, eta: 7:26:57, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8637, loss_cls: 1.3054, loss: 1.3054, grad_norm: 4.4728 2022-02-11 03:21:03,931 - mmaction - INFO - Epoch [235][480/940] lr: 4.000e-04, eta: 7:26:30, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8600, loss_cls: 1.3334, loss: 1.3334, grad_norm: 4.6049 2022-02-11 03:21:27,413 - mmaction - INFO - Epoch [235][500/940] lr: 4.000e-04, eta: 7:26:03, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6934, top5_acc: 0.8664, loss_cls: 1.2893, loss: 1.2893, grad_norm: 4.4435 2022-02-11 03:21:50,988 - mmaction - INFO - Epoch [235][520/940] lr: 4.000e-04, eta: 7:25:36, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8670, loss_cls: 1.2890, loss: 1.2890, grad_norm: 4.5781 2022-02-11 03:22:14,574 - mmaction - INFO - Epoch [235][540/940] lr: 4.000e-04, eta: 7:25:09, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8549, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.5305 2022-02-11 03:22:38,087 - mmaction - INFO - Epoch [235][560/940] lr: 4.000e-04, eta: 7:24:43, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8596, loss_cls: 1.3459, loss: 1.3459, grad_norm: 4.5643 2022-02-11 03:23:01,846 - mmaction - INFO - Epoch [235][580/940] lr: 4.000e-04, eta: 7:24:16, time: 1.188, data_time: 0.051, memory: 9497, top1_acc: 0.6725, top5_acc: 0.8559, loss_cls: 1.3683, loss: 1.3683, grad_norm: 4.5787 2022-02-11 03:23:25,525 - mmaction - INFO - Epoch [235][600/940] lr: 4.000e-04, eta: 7:23:49, time: 1.184, data_time: 0.068, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8545, loss_cls: 1.3266, loss: 1.3266, grad_norm: 4.4862 2022-02-11 03:23:49,162 - mmaction - INFO - Epoch [235][620/940] lr: 4.000e-04, eta: 7:23:22, time: 1.182, data_time: 0.062, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8551, loss_cls: 1.3594, loss: 1.3594, grad_norm: 4.6002 2022-02-11 03:24:12,780 - mmaction - INFO - Epoch [235][640/940] lr: 4.000e-04, eta: 7:22:55, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6902, top5_acc: 0.8613, loss_cls: 1.2887, loss: 1.2887, grad_norm: 4.4289 2022-02-11 03:24:36,409 - mmaction - INFO - Epoch [235][660/940] lr: 4.000e-04, eta: 7:22:29, time: 1.181, data_time: 0.052, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8568, loss_cls: 1.3578, loss: 1.3578, grad_norm: 4.6134 2022-02-11 03:24:59,857 - mmaction - INFO - Epoch [235][680/940] lr: 4.000e-04, eta: 7:22:02, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2830, loss: 1.2830, grad_norm: 4.4753 2022-02-11 03:25:23,372 - mmaction - INFO - Epoch [235][700/940] lr: 4.000e-04, eta: 7:21:35, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6994, top5_acc: 0.8719, loss_cls: 1.2481, loss: 1.2481, grad_norm: 4.4388 2022-02-11 03:25:46,839 - mmaction - INFO - Epoch [235][720/940] lr: 4.000e-04, eta: 7:21:08, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8613, loss_cls: 1.3129, loss: 1.3129, grad_norm: 4.5254 2022-02-11 03:26:10,483 - mmaction - INFO - Epoch [235][740/940] lr: 4.000e-04, eta: 7:20:41, time: 1.182, data_time: 0.063, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8576, loss_cls: 1.3093, loss: 1.3093, grad_norm: 4.5267 2022-02-11 03:26:33,977 - mmaction - INFO - Epoch [235][760/940] lr: 4.000e-04, eta: 7:20:15, time: 1.175, data_time: 0.055, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8604, loss_cls: 1.3061, loss: 1.3061, grad_norm: 4.5544 2022-02-11 03:26:57,485 - mmaction - INFO - Epoch [235][780/940] lr: 4.000e-04, eta: 7:19:48, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8662, loss_cls: 1.3101, loss: 1.3101, grad_norm: 4.5954 2022-02-11 03:27:21,005 - mmaction - INFO - Epoch [235][800/940] lr: 4.000e-04, eta: 7:19:21, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8531, loss_cls: 1.3377, loss: 1.3377, grad_norm: 4.5528 2022-02-11 03:27:44,679 - mmaction - INFO - Epoch [235][820/940] lr: 4.000e-04, eta: 7:18:54, time: 1.183, data_time: 0.064, memory: 9497, top1_acc: 0.6949, top5_acc: 0.8713, loss_cls: 1.2584, loss: 1.2584, grad_norm: 4.5190 2022-02-11 03:28:08,221 - mmaction - INFO - Epoch [235][840/940] lr: 4.000e-04, eta: 7:18:28, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8564, loss_cls: 1.3081, loss: 1.3081, grad_norm: 4.4866 2022-02-11 03:28:31,764 - mmaction - INFO - Epoch [235][860/940] lr: 4.000e-04, eta: 7:18:01, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8584, loss_cls: 1.3177, loss: 1.3177, grad_norm: 4.5259 2022-02-11 03:28:55,351 - mmaction - INFO - Epoch [235][880/940] lr: 4.000e-04, eta: 7:17:34, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6941, top5_acc: 0.8623, loss_cls: 1.2656, loss: 1.2656, grad_norm: 4.4311 2022-02-11 03:29:19,037 - mmaction - INFO - Epoch [235][900/940] lr: 4.000e-04, eta: 7:17:07, time: 1.184, data_time: 0.067, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8584, loss_cls: 1.3154, loss: 1.3154, grad_norm: 4.4965 2022-02-11 03:29:42,646 - mmaction - INFO - Epoch [235][920/940] lr: 4.000e-04, eta: 7:16:40, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8529, loss_cls: 1.3591, loss: 1.3591, grad_norm: 4.6460 2022-02-11 03:30:05,104 - mmaction - INFO - Epoch [235][940/940] lr: 4.000e-04, eta: 7:16:14, time: 1.124, data_time: 0.066, memory: 9497, top1_acc: 0.6780, top5_acc: 0.8586, loss_cls: 1.3601, loss: 1.3601, grad_norm: 4.6669 2022-02-11 03:30:11,198 - mmaction - INFO - Saving checkpoint at 235 epochs 2022-02-11 03:33:51,505 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 03:33:52,429 - mmaction - INFO - top1_acc 0.6910 top5_acc 0.8852 2022-02-11 03:33:52,430 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 03:33:52,574 - mmaction - INFO - mean_acc 0.6909 2022-02-11 03:33:52,600 - mmaction - INFO - Epoch(val) [235][78] top1_acc: 0.6910, top5_acc: 0.8852, mean_class_accuracy: 0.6909 2022-02-11 03:37:01,573 - mmaction - INFO - Epoch [236][20/940] lr: 4.000e-04, eta: 7:16:01, time: 9.444, data_time: 8.329, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8510, loss_cls: 1.3515, loss: 1.3515, grad_norm: 4.5100 2022-02-11 03:37:24,652 - mmaction - INFO - Epoch [236][40/940] lr: 4.000e-04, eta: 7:15:35, time: 1.154, data_time: 0.048, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8639, loss_cls: 1.3089, loss: 1.3089, grad_norm: 4.5277 2022-02-11 03:37:47,811 - mmaction - INFO - Epoch [236][60/940] lr: 4.000e-04, eta: 7:15:08, time: 1.158, data_time: 0.044, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8506, loss_cls: 1.3382, loss: 1.3382, grad_norm: 4.5046 2022-02-11 03:38:11,037 - mmaction - INFO - Epoch [236][80/940] lr: 4.000e-04, eta: 7:14:41, time: 1.161, data_time: 0.045, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.3324, loss: 1.3324, grad_norm: 4.5916 2022-02-11 03:38:34,287 - mmaction - INFO - Epoch [236][100/940] lr: 4.000e-04, eta: 7:14:14, time: 1.163, data_time: 0.051, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8578, loss_cls: 1.3233, loss: 1.3233, grad_norm: 4.5477 2022-02-11 03:38:57,790 - mmaction - INFO - Epoch [236][120/940] lr: 4.000e-04, eta: 7:13:47, time: 1.169, data_time: 0.055, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8521, loss_cls: 1.3211, loss: 1.3211, grad_norm: 4.4658 2022-02-11 03:39:22,194 - mmaction - INFO - Epoch [236][140/940] lr: 4.000e-04, eta: 7:13:21, time: 1.227, data_time: 0.064, memory: 9497, top1_acc: 0.6676, top5_acc: 0.8471, loss_cls: 1.3761, loss: 1.3761, grad_norm: 4.6534 2022-02-11 03:39:45,547 - mmaction - INFO - Epoch [236][160/940] lr: 4.000e-04, eta: 7:12:54, time: 1.168, data_time: 0.052, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8533, loss_cls: 1.3379, loss: 1.3379, grad_norm: 4.5928 2022-02-11 03:40:08,950 - mmaction - INFO - Epoch [236][180/940] lr: 4.000e-04, eta: 7:12:27, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8617, loss_cls: 1.2995, loss: 1.2995, grad_norm: 4.4688 2022-02-11 03:40:32,412 - mmaction - INFO - Epoch [236][200/940] lr: 4.000e-04, eta: 7:12:00, time: 1.173, data_time: 0.047, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8613, loss_cls: 1.3135, loss: 1.3135, grad_norm: 4.5685 2022-02-11 03:40:55,922 - mmaction - INFO - Epoch [236][220/940] lr: 4.000e-04, eta: 7:11:33, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8607, loss_cls: 1.3097, loss: 1.3097, grad_norm: 4.5978 2022-02-11 03:41:19,399 - mmaction - INFO - Epoch [236][240/940] lr: 4.000e-04, eta: 7:11:07, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8615, loss_cls: 1.3299, loss: 1.3299, grad_norm: 4.6717 2022-02-11 03:41:42,834 - mmaction - INFO - Epoch [236][260/940] lr: 4.000e-04, eta: 7:10:40, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8549, loss_cls: 1.3366, loss: 1.3366, grad_norm: 4.5576 2022-02-11 03:42:06,263 - mmaction - INFO - Epoch [236][280/940] lr: 4.000e-04, eta: 7:10:13, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2916, loss: 1.2916, grad_norm: 4.5944 2022-02-11 03:42:29,750 - mmaction - INFO - Epoch [236][300/940] lr: 4.000e-04, eta: 7:09:46, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8574, loss_cls: 1.3483, loss: 1.3483, grad_norm: 4.5977 2022-02-11 03:42:53,270 - mmaction - INFO - Epoch [236][320/940] lr: 4.000e-04, eta: 7:09:19, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8551, loss_cls: 1.3540, loss: 1.3540, grad_norm: 4.6261 2022-02-11 03:43:16,684 - mmaction - INFO - Epoch [236][340/940] lr: 4.000e-04, eta: 7:08:53, time: 1.171, data_time: 0.056, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8566, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.5149 2022-02-11 03:43:40,191 - mmaction - INFO - Epoch [236][360/940] lr: 4.000e-04, eta: 7:08:26, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6941, top5_acc: 0.8738, loss_cls: 1.2471, loss: 1.2471, grad_norm: 4.4150 2022-02-11 03:44:03,684 - mmaction - INFO - Epoch [236][380/940] lr: 4.000e-04, eta: 7:07:59, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8549, loss_cls: 1.3374, loss: 1.3374, grad_norm: 4.4987 2022-02-11 03:44:27,192 - mmaction - INFO - Epoch [236][400/940] lr: 4.000e-04, eta: 7:07:32, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8543, loss_cls: 1.3373, loss: 1.3373, grad_norm: 4.5807 2022-02-11 03:44:50,752 - mmaction - INFO - Epoch [236][420/940] lr: 4.000e-04, eta: 7:07:05, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8535, loss_cls: 1.3548, loss: 1.3548, grad_norm: 4.6237 2022-02-11 03:45:14,343 - mmaction - INFO - Epoch [236][440/940] lr: 4.000e-04, eta: 7:06:39, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8621, loss_cls: 1.2940, loss: 1.2940, grad_norm: 4.5427 2022-02-11 03:45:37,815 - mmaction - INFO - Epoch [236][460/940] lr: 4.000e-04, eta: 7:06:12, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8650, loss_cls: 1.2946, loss: 1.2946, grad_norm: 4.4754 2022-02-11 03:46:01,245 - mmaction - INFO - Epoch [236][480/940] lr: 4.000e-04, eta: 7:05:45, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6934, top5_acc: 0.8594, loss_cls: 1.2899, loss: 1.2899, grad_norm: 4.4876 2022-02-11 03:46:24,923 - mmaction - INFO - Epoch [236][500/940] lr: 4.000e-04, eta: 7:05:18, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8650, loss_cls: 1.2959, loss: 1.2959, grad_norm: 4.6097 2022-02-11 03:46:48,575 - mmaction - INFO - Epoch [236][520/940] lr: 4.000e-04, eta: 7:04:52, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.6932, top5_acc: 0.8604, loss_cls: 1.2989, loss: 1.2989, grad_norm: 4.5510 2022-02-11 03:47:12,081 - mmaction - INFO - Epoch [236][540/940] lr: 4.000e-04, eta: 7:04:25, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8533, loss_cls: 1.3455, loss: 1.3455, grad_norm: 4.5429 2022-02-11 03:47:35,598 - mmaction - INFO - Epoch [236][560/940] lr: 4.000e-04, eta: 7:03:58, time: 1.176, data_time: 0.050, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8561, loss_cls: 1.3614, loss: 1.3614, grad_norm: 4.5377 2022-02-11 03:47:59,171 - mmaction - INFO - Epoch [236][580/940] lr: 4.000e-04, eta: 7:03:31, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8674, loss_cls: 1.2804, loss: 1.2804, grad_norm: 4.5318 2022-02-11 03:48:22,651 - mmaction - INFO - Epoch [236][600/940] lr: 4.000e-04, eta: 7:03:04, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6906, top5_acc: 0.8576, loss_cls: 1.3134, loss: 1.3134, grad_norm: 4.5513 2022-02-11 03:48:46,285 - mmaction - INFO - Epoch [236][620/940] lr: 4.000e-04, eta: 7:02:38, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8670, loss_cls: 1.2683, loss: 1.2683, grad_norm: 4.5022 2022-02-11 03:49:09,846 - mmaction - INFO - Epoch [236][640/940] lr: 4.000e-04, eta: 7:02:11, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8607, loss_cls: 1.2928, loss: 1.2928, grad_norm: 4.5064 2022-02-11 03:49:33,434 - mmaction - INFO - Epoch [236][660/940] lr: 4.000e-04, eta: 7:01:44, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8600, loss_cls: 1.3263, loss: 1.3263, grad_norm: 4.5564 2022-02-11 03:49:57,003 - mmaction - INFO - Epoch [236][680/940] lr: 4.000e-04, eta: 7:01:17, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8604, loss_cls: 1.3208, loss: 1.3208, grad_norm: 4.5567 2022-02-11 03:50:21,365 - mmaction - INFO - Epoch [236][700/940] lr: 4.000e-04, eta: 7:00:51, time: 1.219, data_time: 0.062, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8611, loss_cls: 1.3015, loss: 1.3015, grad_norm: 4.5375 2022-02-11 03:50:45,071 - mmaction - INFO - Epoch [236][720/940] lr: 4.000e-04, eta: 7:00:24, time: 1.185, data_time: 0.054, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8545, loss_cls: 1.3629, loss: 1.3629, grad_norm: 4.6396 2022-02-11 03:51:08,630 - mmaction - INFO - Epoch [236][740/940] lr: 4.000e-04, eta: 6:59:57, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8600, loss_cls: 1.3320, loss: 1.3320, grad_norm: 4.5287 2022-02-11 03:51:32,276 - mmaction - INFO - Epoch [236][760/940] lr: 4.000e-04, eta: 6:59:30, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.3367, loss: 1.3367, grad_norm: 4.5402 2022-02-11 03:51:55,861 - mmaction - INFO - Epoch [236][780/940] lr: 4.000e-04, eta: 6:59:03, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8621, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.6113 2022-02-11 03:52:19,514 - mmaction - INFO - Epoch [236][800/940] lr: 4.000e-04, eta: 6:58:37, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8564, loss_cls: 1.3273, loss: 1.3273, grad_norm: 4.5421 2022-02-11 03:52:43,028 - mmaction - INFO - Epoch [236][820/940] lr: 4.000e-04, eta: 6:58:10, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6900, top5_acc: 0.8645, loss_cls: 1.2998, loss: 1.2998, grad_norm: 4.5903 2022-02-11 03:53:06,606 - mmaction - INFO - Epoch [236][840/940] lr: 4.000e-04, eta: 6:57:43, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8553, loss_cls: 1.3275, loss: 1.3275, grad_norm: 4.5355 2022-02-11 03:53:30,232 - mmaction - INFO - Epoch [236][860/940] lr: 4.000e-04, eta: 6:57:16, time: 1.181, data_time: 0.052, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8596, loss_cls: 1.3090, loss: 1.3090, grad_norm: 4.5218 2022-02-11 03:53:53,961 - mmaction - INFO - Epoch [236][880/940] lr: 4.000e-04, eta: 6:56:50, time: 1.186, data_time: 0.059, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8611, loss_cls: 1.3036, loss: 1.3036, grad_norm: 4.5331 2022-02-11 03:54:17,641 - mmaction - INFO - Epoch [236][900/940] lr: 4.000e-04, eta: 6:56:23, time: 1.184, data_time: 0.056, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8561, loss_cls: 1.3160, loss: 1.3160, grad_norm: 4.5592 2022-02-11 03:54:41,230 - mmaction - INFO - Epoch [236][920/940] lr: 4.000e-04, eta: 6:55:56, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8621, loss_cls: 1.2998, loss: 1.2998, grad_norm: 4.5394 2022-02-11 03:55:03,623 - mmaction - INFO - Epoch [236][940/940] lr: 4.000e-04, eta: 6:55:29, time: 1.120, data_time: 0.049, memory: 9497, top1_acc: 0.6940, top5_acc: 0.8590, loss_cls: 1.3032, loss: 1.3032, grad_norm: 4.5488 2022-02-11 03:58:44,700 - mmaction - INFO - Epoch [237][20/940] lr: 4.000e-04, eta: 6:55:18, time: 10.575, data_time: 9.192, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8580, loss_cls: 1.3278, loss: 1.3278, grad_norm: 4.5623 2022-02-11 03:59:07,804 - mmaction - INFO - Epoch [237][40/940] lr: 4.000e-04, eta: 6:54:52, time: 1.156, data_time: 0.047, memory: 9497, top1_acc: 0.6893, top5_acc: 0.8668, loss_cls: 1.2789, loss: 1.2789, grad_norm: 4.4628 2022-02-11 03:59:30,929 - mmaction - INFO - Epoch [237][60/940] lr: 4.000e-04, eta: 6:54:25, time: 1.155, data_time: 0.043, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8539, loss_cls: 1.3417, loss: 1.3417, grad_norm: 4.5463 2022-02-11 03:59:54,209 - mmaction - INFO - Epoch [237][80/940] lr: 4.000e-04, eta: 6:53:58, time: 1.164, data_time: 0.043, memory: 9497, top1_acc: 0.6947, top5_acc: 0.8627, loss_cls: 1.2926, loss: 1.2926, grad_norm: 4.5143 2022-02-11 04:00:19,978 - mmaction - INFO - Epoch [237][100/940] lr: 4.000e-04, eta: 6:53:31, time: 1.288, data_time: 0.044, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8541, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.5862 2022-02-11 04:00:43,347 - mmaction - INFO - Epoch [237][120/940] lr: 4.000e-04, eta: 6:53:04, time: 1.168, data_time: 0.050, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8605, loss_cls: 1.3291, loss: 1.3291, grad_norm: 4.5687 2022-02-11 04:01:06,622 - mmaction - INFO - Epoch [237][140/940] lr: 4.000e-04, eta: 6:52:38, time: 1.164, data_time: 0.044, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8604, loss_cls: 1.3159, loss: 1.3159, grad_norm: 4.5470 2022-02-11 04:01:30,003 - mmaction - INFO - Epoch [237][160/940] lr: 4.000e-04, eta: 6:52:11, time: 1.169, data_time: 0.043, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8674, loss_cls: 1.2897, loss: 1.2897, grad_norm: 4.5332 2022-02-11 04:01:53,393 - mmaction - INFO - Epoch [237][180/940] lr: 4.000e-04, eta: 6:51:44, time: 1.169, data_time: 0.045, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8607, loss_cls: 1.3486, loss: 1.3486, grad_norm: 4.6920 2022-02-11 04:02:16,829 - mmaction - INFO - Epoch [237][200/940] lr: 4.000e-04, eta: 6:51:17, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8635, loss_cls: 1.3075, loss: 1.3075, grad_norm: 4.5992 2022-02-11 04:02:40,369 - mmaction - INFO - Epoch [237][220/940] lr: 4.000e-04, eta: 6:50:50, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8609, loss_cls: 1.3195, loss: 1.3195, grad_norm: 4.5683 2022-02-11 04:03:03,945 - mmaction - INFO - Epoch [237][240/940] lr: 4.000e-04, eta: 6:50:24, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8613, loss_cls: 1.3126, loss: 1.3126, grad_norm: 4.5326 2022-02-11 04:03:27,393 - mmaction - INFO - Epoch [237][260/940] lr: 4.000e-04, eta: 6:49:57, time: 1.172, data_time: 0.041, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8514, loss_cls: 1.3222, loss: 1.3222, grad_norm: 4.5148 2022-02-11 04:03:50,918 - mmaction - INFO - Epoch [237][280/940] lr: 4.000e-04, eta: 6:49:30, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6930, top5_acc: 0.8586, loss_cls: 1.3039, loss: 1.3039, grad_norm: 4.5062 2022-02-11 04:04:14,337 - mmaction - INFO - Epoch [237][300/940] lr: 4.000e-04, eta: 6:49:03, time: 1.171, data_time: 0.047, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8564, loss_cls: 1.3175, loss: 1.3175, grad_norm: 4.5191 2022-02-11 04:04:37,839 - mmaction - INFO - Epoch [237][320/940] lr: 4.000e-04, eta: 6:48:37, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8605, loss_cls: 1.3248, loss: 1.3248, grad_norm: 4.5783 2022-02-11 04:05:01,327 - mmaction - INFO - Epoch [237][340/940] lr: 4.000e-04, eta: 6:48:10, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.6941, top5_acc: 0.8621, loss_cls: 1.2940, loss: 1.2940, grad_norm: 4.5041 2022-02-11 04:05:24,790 - mmaction - INFO - Epoch [237][360/940] lr: 4.000e-04, eta: 6:47:43, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6939, top5_acc: 0.8574, loss_cls: 1.2917, loss: 1.2917, grad_norm: 4.5155 2022-02-11 04:05:48,312 - mmaction - INFO - Epoch [237][380/940] lr: 4.000e-04, eta: 6:47:16, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8594, loss_cls: 1.3042, loss: 1.3042, grad_norm: 4.5608 2022-02-11 04:06:11,709 - mmaction - INFO - Epoch [237][400/940] lr: 4.000e-04, eta: 6:46:49, time: 1.170, data_time: 0.048, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8672, loss_cls: 1.2855, loss: 1.2855, grad_norm: 4.5467 2022-02-11 04:06:35,266 - mmaction - INFO - Epoch [237][420/940] lr: 4.000e-04, eta: 6:46:23, time: 1.178, data_time: 0.049, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8604, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.5914 2022-02-11 04:06:58,791 - mmaction - INFO - Epoch [237][440/940] lr: 4.000e-04, eta: 6:45:56, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8621, loss_cls: 1.3248, loss: 1.3248, grad_norm: 4.6500 2022-02-11 04:07:22,353 - mmaction - INFO - Epoch [237][460/940] lr: 4.000e-04, eta: 6:45:29, time: 1.177, data_time: 0.047, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8684, loss_cls: 1.2897, loss: 1.2897, grad_norm: 4.5637 2022-02-11 04:07:46,018 - mmaction - INFO - Epoch [237][480/940] lr: 4.000e-04, eta: 6:45:02, time: 1.183, data_time: 0.052, memory: 9497, top1_acc: 0.6744, top5_acc: 0.8559, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.6612 2022-02-11 04:08:09,678 - mmaction - INFO - Epoch [237][500/940] lr: 4.000e-04, eta: 6:44:36, time: 1.183, data_time: 0.052, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8582, loss_cls: 1.3054, loss: 1.3054, grad_norm: 4.5162 2022-02-11 04:08:33,346 - mmaction - INFO - Epoch [237][520/940] lr: 4.000e-04, eta: 6:44:09, time: 1.184, data_time: 0.052, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8523, loss_cls: 1.3512, loss: 1.3512, grad_norm: 4.5162 2022-02-11 04:08:56,935 - mmaction - INFO - Epoch [237][540/940] lr: 4.000e-04, eta: 6:43:42, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8627, loss_cls: 1.3175, loss: 1.3175, grad_norm: 4.5803 2022-02-11 04:09:20,569 - mmaction - INFO - Epoch [237][560/940] lr: 4.000e-04, eta: 6:43:15, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8541, loss_cls: 1.3667, loss: 1.3667, grad_norm: 4.5806 2022-02-11 04:09:44,070 - mmaction - INFO - Epoch [237][580/940] lr: 4.000e-04, eta: 6:42:48, time: 1.175, data_time: 0.051, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8598, loss_cls: 1.3429, loss: 1.3429, grad_norm: 4.6240 2022-02-11 04:10:07,709 - mmaction - INFO - Epoch [237][600/940] lr: 4.000e-04, eta: 6:42:22, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.2976, loss: 1.2976, grad_norm: 4.5549 2022-02-11 04:10:31,314 - mmaction - INFO - Epoch [237][620/940] lr: 4.000e-04, eta: 6:41:55, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8551, loss_cls: 1.3665, loss: 1.3665, grad_norm: 4.4929 2022-02-11 04:10:55,005 - mmaction - INFO - Epoch [237][640/940] lr: 4.000e-04, eta: 6:41:28, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8580, loss_cls: 1.3111, loss: 1.3111, grad_norm: 4.5554 2022-02-11 04:11:18,605 - mmaction - INFO - Epoch [237][660/940] lr: 4.000e-04, eta: 6:41:01, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.6936, top5_acc: 0.8568, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.4892 2022-02-11 04:11:42,125 - mmaction - INFO - Epoch [237][680/940] lr: 4.000e-04, eta: 6:40:35, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8592, loss_cls: 1.3151, loss: 1.3151, grad_norm: 4.6238 2022-02-11 04:12:05,750 - mmaction - INFO - Epoch [237][700/940] lr: 4.000e-04, eta: 6:40:08, time: 1.181, data_time: 0.044, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8549, loss_cls: 1.3288, loss: 1.3288, grad_norm: 4.5908 2022-02-11 04:12:29,269 - mmaction - INFO - Epoch [237][720/940] lr: 4.000e-04, eta: 6:39:41, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8623, loss_cls: 1.3003, loss: 1.3003, grad_norm: 4.5145 2022-02-11 04:12:52,693 - mmaction - INFO - Epoch [237][740/940] lr: 4.000e-04, eta: 6:39:14, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8559, loss_cls: 1.3260, loss: 1.3260, grad_norm: 4.5562 2022-02-11 04:13:16,226 - mmaction - INFO - Epoch [237][760/940] lr: 4.000e-04, eta: 6:38:48, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6730, top5_acc: 0.8537, loss_cls: 1.3699, loss: 1.3699, grad_norm: 4.6707 2022-02-11 04:13:39,867 - mmaction - INFO - Epoch [237][780/940] lr: 4.000e-04, eta: 6:38:21, time: 1.182, data_time: 0.047, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8627, loss_cls: 1.3340, loss: 1.3340, grad_norm: 4.5310 2022-02-11 04:14:03,385 - mmaction - INFO - Epoch [237][800/940] lr: 4.000e-04, eta: 6:37:54, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8555, loss_cls: 1.3466, loss: 1.3466, grad_norm: 4.5967 2022-02-11 04:14:27,049 - mmaction - INFO - Epoch [237][820/940] lr: 4.000e-04, eta: 6:37:27, time: 1.182, data_time: 0.046, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8607, loss_cls: 1.3049, loss: 1.3049, grad_norm: 4.4971 2022-02-11 04:14:50,633 - mmaction - INFO - Epoch [237][840/940] lr: 4.000e-04, eta: 6:37:00, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8498, loss_cls: 1.3501, loss: 1.3501, grad_norm: 4.5119 2022-02-11 04:15:14,254 - mmaction - INFO - Epoch [237][860/940] lr: 4.000e-04, eta: 6:36:34, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6736, top5_acc: 0.8516, loss_cls: 1.3741, loss: 1.3741, grad_norm: 4.5794 2022-02-11 04:15:37,845 - mmaction - INFO - Epoch [237][880/940] lr: 4.000e-04, eta: 6:36:07, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8580, loss_cls: 1.3192, loss: 1.3192, grad_norm: 4.5334 2022-02-11 04:16:01,469 - mmaction - INFO - Epoch [237][900/940] lr: 4.000e-04, eta: 6:35:40, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.6920, top5_acc: 0.8619, loss_cls: 1.2880, loss: 1.2880, grad_norm: 4.4777 2022-02-11 04:16:25,030 - mmaction - INFO - Epoch [237][920/940] lr: 4.000e-04, eta: 6:35:13, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8613, loss_cls: 1.3170, loss: 1.3170, grad_norm: 4.5714 2022-02-11 04:16:47,492 - mmaction - INFO - Epoch [237][940/940] lr: 4.000e-04, eta: 6:34:47, time: 1.123, data_time: 0.056, memory: 9497, top1_acc: 0.6970, top5_acc: 0.8687, loss_cls: 1.2626, loss: 1.2626, grad_norm: 4.4992 2022-02-11 04:19:15,357 - mmaction - INFO - Epoch [238][20/940] lr: 4.000e-04, eta: 6:34:30, time: 7.237, data_time: 5.944, memory: 9497, top1_acc: 0.7012, top5_acc: 0.8721, loss_cls: 1.2630, loss: 1.2630, grad_norm: 4.5285 2022-02-11 04:19:38,443 - mmaction - INFO - Epoch [238][40/940] lr: 4.000e-04, eta: 6:34:03, time: 1.154, data_time: 0.047, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8582, loss_cls: 1.3293, loss: 1.3293, grad_norm: 4.6503 2022-02-11 04:20:01,699 - mmaction - INFO - Epoch [238][60/940] lr: 4.000e-04, eta: 6:33:36, time: 1.163, data_time: 0.047, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8584, loss_cls: 1.3209, loss: 1.3209, grad_norm: 4.4849 2022-02-11 04:20:25,022 - mmaction - INFO - Epoch [238][80/940] lr: 4.000e-04, eta: 6:33:09, time: 1.166, data_time: 0.038, memory: 9497, top1_acc: 0.6941, top5_acc: 0.8604, loss_cls: 1.2890, loss: 1.2890, grad_norm: 4.4460 2022-02-11 04:20:48,388 - mmaction - INFO - Epoch [238][100/940] lr: 4.000e-04, eta: 6:32:42, time: 1.168, data_time: 0.045, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8604, loss_cls: 1.3051, loss: 1.3051, grad_norm: 4.5163 2022-02-11 04:21:11,838 - mmaction - INFO - Epoch [238][120/940] lr: 4.000e-04, eta: 6:32:16, time: 1.172, data_time: 0.043, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8609, loss_cls: 1.3012, loss: 1.3012, grad_norm: 4.5124 2022-02-11 04:21:35,254 - mmaction - INFO - Epoch [238][140/940] lr: 4.000e-04, eta: 6:31:49, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8633, loss_cls: 1.3076, loss: 1.3076, grad_norm: 4.4906 2022-02-11 04:21:58,795 - mmaction - INFO - Epoch [238][160/940] lr: 4.000e-04, eta: 6:31:22, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8541, loss_cls: 1.3424, loss: 1.3424, grad_norm: 4.6116 2022-02-11 04:22:22,303 - mmaction - INFO - Epoch [238][180/940] lr: 4.000e-04, eta: 6:30:55, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8590, loss_cls: 1.3250, loss: 1.3250, grad_norm: 4.5752 2022-02-11 04:22:45,754 - mmaction - INFO - Epoch [238][200/940] lr: 4.000e-04, eta: 6:30:28, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8615, loss_cls: 1.3087, loss: 1.3087, grad_norm: 4.5723 2022-02-11 04:23:09,189 - mmaction - INFO - Epoch [238][220/940] lr: 4.000e-04, eta: 6:30:02, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8611, loss_cls: 1.3212, loss: 1.3212, grad_norm: 4.5977 2022-02-11 04:23:32,654 - mmaction - INFO - Epoch [238][240/940] lr: 4.000e-04, eta: 6:29:35, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8521, loss_cls: 1.3410, loss: 1.3410, grad_norm: 4.5360 2022-02-11 04:23:56,067 - mmaction - INFO - Epoch [238][260/940] lr: 4.000e-04, eta: 6:29:08, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8611, loss_cls: 1.3032, loss: 1.3032, grad_norm: 4.4871 2022-02-11 04:24:19,441 - mmaction - INFO - Epoch [238][280/940] lr: 4.000e-04, eta: 6:28:41, time: 1.169, data_time: 0.058, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8629, loss_cls: 1.3119, loss: 1.3119, grad_norm: 4.5688 2022-02-11 04:24:42,957 - mmaction - INFO - Epoch [238][300/940] lr: 4.000e-04, eta: 6:28:15, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8482, loss_cls: 1.3591, loss: 1.3591, grad_norm: 4.5479 2022-02-11 04:25:06,419 - mmaction - INFO - Epoch [238][320/940] lr: 4.000e-04, eta: 6:27:48, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8609, loss_cls: 1.3192, loss: 1.3192, grad_norm: 4.5728 2022-02-11 04:25:29,915 - mmaction - INFO - Epoch [238][340/940] lr: 4.000e-04, eta: 6:27:21, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8559, loss_cls: 1.3051, loss: 1.3051, grad_norm: 4.4943 2022-02-11 04:25:53,454 - mmaction - INFO - Epoch [238][360/940] lr: 4.000e-04, eta: 6:26:54, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8598, loss_cls: 1.3241, loss: 1.3241, grad_norm: 4.5273 2022-02-11 04:26:16,918 - mmaction - INFO - Epoch [238][380/940] lr: 4.000e-04, eta: 6:26:27, time: 1.173, data_time: 0.058, memory: 9497, top1_acc: 0.6689, top5_acc: 0.8555, loss_cls: 1.3596, loss: 1.3596, grad_norm: 4.6437 2022-02-11 04:26:40,457 - mmaction - INFO - Epoch [238][400/940] lr: 4.000e-04, eta: 6:26:01, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8512, loss_cls: 1.3424, loss: 1.3424, grad_norm: 4.5567 2022-02-11 04:27:04,025 - mmaction - INFO - Epoch [238][420/940] lr: 4.000e-04, eta: 6:25:34, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8701, loss_cls: 1.2729, loss: 1.2729, grad_norm: 4.5640 2022-02-11 04:27:27,571 - mmaction - INFO - Epoch [238][440/940] lr: 4.000e-04, eta: 6:25:07, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6729, top5_acc: 0.8584, loss_cls: 1.3536, loss: 1.3536, grad_norm: 4.6600 2022-02-11 04:27:51,126 - mmaction - INFO - Epoch [238][460/940] lr: 4.000e-04, eta: 6:24:40, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6914, top5_acc: 0.8613, loss_cls: 1.2972, loss: 1.2972, grad_norm: 4.4541 2022-02-11 04:28:14,753 - mmaction - INFO - Epoch [238][480/940] lr: 4.000e-04, eta: 6:24:14, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8510, loss_cls: 1.3290, loss: 1.3290, grad_norm: 4.5694 2022-02-11 04:28:38,274 - mmaction - INFO - Epoch [238][500/940] lr: 4.000e-04, eta: 6:23:47, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8561, loss_cls: 1.3435, loss: 1.3435, grad_norm: 4.6471 2022-02-11 04:29:01,858 - mmaction - INFO - Epoch [238][520/940] lr: 4.000e-04, eta: 6:23:20, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8641, loss_cls: 1.2874, loss: 1.2874, grad_norm: 4.5567 2022-02-11 04:29:25,374 - mmaction - INFO - Epoch [238][540/940] lr: 4.000e-04, eta: 6:22:53, time: 1.176, data_time: 0.048, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8623, loss_cls: 1.3322, loss: 1.3322, grad_norm: 4.5811 2022-02-11 04:29:48,963 - mmaction - INFO - Epoch [238][560/940] lr: 4.000e-04, eta: 6:22:27, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6752, top5_acc: 0.8510, loss_cls: 1.3656, loss: 1.3656, grad_norm: 4.6012 2022-02-11 04:30:12,533 - mmaction - INFO - Epoch [238][580/940] lr: 4.000e-04, eta: 6:22:00, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8506, loss_cls: 1.3513, loss: 1.3513, grad_norm: 4.5931 2022-02-11 04:30:36,046 - mmaction - INFO - Epoch [238][600/940] lr: 4.000e-04, eta: 6:21:33, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8537, loss_cls: 1.3493, loss: 1.3493, grad_norm: 4.6035 2022-02-11 04:30:59,644 - mmaction - INFO - Epoch [238][620/940] lr: 4.000e-04, eta: 6:21:06, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8648, loss_cls: 1.2861, loss: 1.2861, grad_norm: 4.4950 2022-02-11 04:31:23,339 - mmaction - INFO - Epoch [238][640/940] lr: 4.000e-04, eta: 6:20:40, time: 1.185, data_time: 0.061, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8568, loss_cls: 1.3312, loss: 1.3312, grad_norm: 4.5738 2022-02-11 04:31:46,863 - mmaction - INFO - Epoch [238][660/940] lr: 4.000e-04, eta: 6:20:13, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8594, loss_cls: 1.3415, loss: 1.3415, grad_norm: 4.5789 2022-02-11 04:32:10,403 - mmaction - INFO - Epoch [238][680/940] lr: 4.000e-04, eta: 6:19:46, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8570, loss_cls: 1.3224, loss: 1.3224, grad_norm: 4.5420 2022-02-11 04:32:33,955 - mmaction - INFO - Epoch [238][700/940] lr: 4.000e-04, eta: 6:19:19, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8604, loss_cls: 1.3270, loss: 1.3270, grad_norm: 4.6221 2022-02-11 04:32:57,438 - mmaction - INFO - Epoch [238][720/940] lr: 4.000e-04, eta: 6:18:53, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8678, loss_cls: 1.2988, loss: 1.2988, grad_norm: 4.6062 2022-02-11 04:33:21,053 - mmaction - INFO - Epoch [238][740/940] lr: 4.000e-04, eta: 6:18:26, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6908, top5_acc: 0.8547, loss_cls: 1.2997, loss: 1.2997, grad_norm: 4.4523 2022-02-11 04:33:44,644 - mmaction - INFO - Epoch [238][760/940] lr: 4.000e-04, eta: 6:17:59, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6941, top5_acc: 0.8596, loss_cls: 1.3008, loss: 1.3008, grad_norm: 4.5025 2022-02-11 04:34:08,380 - mmaction - INFO - Epoch [238][780/940] lr: 4.000e-04, eta: 6:17:32, time: 1.186, data_time: 0.055, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8639, loss_cls: 1.3071, loss: 1.3071, grad_norm: 4.5340 2022-02-11 04:34:32,011 - mmaction - INFO - Epoch [238][800/940] lr: 4.000e-04, eta: 6:17:06, time: 1.182, data_time: 0.053, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8541, loss_cls: 1.3335, loss: 1.3335, grad_norm: 4.6740 2022-02-11 04:34:55,724 - mmaction - INFO - Epoch [238][820/940] lr: 4.000e-04, eta: 6:16:39, time: 1.186, data_time: 0.055, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8613, loss_cls: 1.3271, loss: 1.3271, grad_norm: 4.5940 2022-02-11 04:35:19,317 - mmaction - INFO - Epoch [238][840/940] lr: 4.000e-04, eta: 6:16:12, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8561, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.6146 2022-02-11 04:35:42,852 - mmaction - INFO - Epoch [238][860/940] lr: 4.000e-04, eta: 6:15:45, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8531, loss_cls: 1.3349, loss: 1.3349, grad_norm: 4.5476 2022-02-11 04:36:06,409 - mmaction - INFO - Epoch [238][880/940] lr: 4.000e-04, eta: 6:15:19, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8590, loss_cls: 1.3304, loss: 1.3304, grad_norm: 4.6260 2022-02-11 04:36:29,942 - mmaction - INFO - Epoch [238][900/940] lr: 4.000e-04, eta: 6:14:52, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6924, top5_acc: 0.8611, loss_cls: 1.2961, loss: 1.2961, grad_norm: 4.5141 2022-02-11 04:36:53,437 - mmaction - INFO - Epoch [238][920/940] lr: 4.000e-04, eta: 6:14:25, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8602, loss_cls: 1.3172, loss: 1.3172, grad_norm: 4.6253 2022-02-11 04:37:15,788 - mmaction - INFO - Epoch [238][940/940] lr: 4.000e-04, eta: 6:13:58, time: 1.117, data_time: 0.052, memory: 9497, top1_acc: 0.6703, top5_acc: 0.8539, loss_cls: 1.3801, loss: 1.3801, grad_norm: 4.6565 2022-02-11 04:39:58,379 - mmaction - INFO - Epoch [239][20/940] lr: 4.000e-04, eta: 6:13:42, time: 7.867, data_time: 6.553, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8547, loss_cls: 1.3339, loss: 1.3339, grad_norm: 4.6606 2022-02-11 04:40:21,377 - mmaction - INFO - Epoch [239][40/940] lr: 4.000e-04, eta: 6:13:15, time: 1.150, data_time: 0.049, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8623, loss_cls: 1.2986, loss: 1.2986, grad_norm: 4.5697 2022-02-11 04:40:44,686 - mmaction - INFO - Epoch [239][60/940] lr: 4.000e-04, eta: 6:12:48, time: 1.165, data_time: 0.040, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8527, loss_cls: 1.3251, loss: 1.3251, grad_norm: 4.5938 2022-02-11 04:41:07,905 - mmaction - INFO - Epoch [239][80/940] lr: 4.000e-04, eta: 6:12:21, time: 1.161, data_time: 0.042, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8602, loss_cls: 1.3196, loss: 1.3196, grad_norm: 4.6055 2022-02-11 04:41:31,254 - mmaction - INFO - Epoch [239][100/940] lr: 4.000e-04, eta: 6:11:54, time: 1.167, data_time: 0.047, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8652, loss_cls: 1.2914, loss: 1.2914, grad_norm: 4.5462 2022-02-11 04:41:54,454 - mmaction - INFO - Epoch [239][120/940] lr: 4.000e-04, eta: 6:11:28, time: 1.160, data_time: 0.053, memory: 9497, top1_acc: 0.7061, top5_acc: 0.8635, loss_cls: 1.2564, loss: 1.2564, grad_norm: 4.4481 2022-02-11 04:42:17,771 - mmaction - INFO - Epoch [239][140/940] lr: 4.000e-04, eta: 6:11:01, time: 1.166, data_time: 0.053, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8592, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.5515 2022-02-11 04:42:41,097 - mmaction - INFO - Epoch [239][160/940] lr: 4.000e-04, eta: 6:10:34, time: 1.166, data_time: 0.054, memory: 9497, top1_acc: 0.6955, top5_acc: 0.8654, loss_cls: 1.2889, loss: 1.2889, grad_norm: 4.4852 2022-02-11 04:43:04,472 - mmaction - INFO - Epoch [239][180/940] lr: 4.000e-04, eta: 6:10:07, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6916, top5_acc: 0.8594, loss_cls: 1.3107, loss: 1.3107, grad_norm: 4.5764 2022-02-11 04:43:27,946 - mmaction - INFO - Epoch [239][200/940] lr: 4.000e-04, eta: 6:09:41, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6937, top5_acc: 0.8600, loss_cls: 1.3065, loss: 1.3065, grad_norm: 4.6075 2022-02-11 04:43:51,333 - mmaction - INFO - Epoch [239][220/940] lr: 4.000e-04, eta: 6:09:14, time: 1.169, data_time: 0.057, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8621, loss_cls: 1.2790, loss: 1.2790, grad_norm: 4.5384 2022-02-11 04:44:14,911 - mmaction - INFO - Epoch [239][240/940] lr: 4.000e-04, eta: 6:08:47, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8594, loss_cls: 1.3100, loss: 1.3100, grad_norm: 4.5749 2022-02-11 04:44:38,362 - mmaction - INFO - Epoch [239][260/940] lr: 4.000e-04, eta: 6:08:20, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6939, top5_acc: 0.8660, loss_cls: 1.2742, loss: 1.2742, grad_norm: 4.5208 2022-02-11 04:45:01,957 - mmaction - INFO - Epoch [239][280/940] lr: 4.000e-04, eta: 6:07:54, time: 1.179, data_time: 0.064, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8572, loss_cls: 1.3256, loss: 1.3256, grad_norm: 4.5741 2022-02-11 04:45:25,409 - mmaction - INFO - Epoch [239][300/940] lr: 4.000e-04, eta: 6:07:27, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8543, loss_cls: 1.3373, loss: 1.3373, grad_norm: 4.6102 2022-02-11 04:45:48,969 - mmaction - INFO - Epoch [239][320/940] lr: 4.000e-04, eta: 6:07:00, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6701, top5_acc: 0.8471, loss_cls: 1.3711, loss: 1.3711, grad_norm: 4.6071 2022-02-11 04:46:12,501 - mmaction - INFO - Epoch [239][340/940] lr: 4.000e-04, eta: 6:06:33, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8588, loss_cls: 1.2965, loss: 1.2965, grad_norm: 4.4502 2022-02-11 04:46:36,168 - mmaction - INFO - Epoch [239][360/940] lr: 4.000e-04, eta: 6:06:07, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.6912, top5_acc: 0.8562, loss_cls: 1.3009, loss: 1.3009, grad_norm: 4.5628 2022-02-11 04:46:59,831 - mmaction - INFO - Epoch [239][380/940] lr: 4.000e-04, eta: 6:05:40, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8539, loss_cls: 1.3359, loss: 1.3359, grad_norm: 4.6102 2022-02-11 04:47:23,332 - mmaction - INFO - Epoch [239][400/940] lr: 4.000e-04, eta: 6:05:13, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.7018, top5_acc: 0.8684, loss_cls: 1.2617, loss: 1.2617, grad_norm: 4.4643 2022-02-11 04:47:46,858 - mmaction - INFO - Epoch [239][420/940] lr: 4.000e-04, eta: 6:04:46, time: 1.176, data_time: 0.063, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3675, loss: 1.3675, grad_norm: 4.7127 2022-02-11 04:48:10,358 - mmaction - INFO - Epoch [239][440/940] lr: 4.000e-04, eta: 6:04:20, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8533, loss_cls: 1.3311, loss: 1.3311, grad_norm: 4.4933 2022-02-11 04:48:33,805 - mmaction - INFO - Epoch [239][460/940] lr: 4.000e-04, eta: 6:03:53, time: 1.172, data_time: 0.062, memory: 9497, top1_acc: 0.7014, top5_acc: 0.8701, loss_cls: 1.2521, loss: 1.2521, grad_norm: 4.4774 2022-02-11 04:48:57,252 - mmaction - INFO - Epoch [239][480/940] lr: 4.000e-04, eta: 6:03:26, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8621, loss_cls: 1.3043, loss: 1.3043, grad_norm: 4.6251 2022-02-11 04:49:20,845 - mmaction - INFO - Epoch [239][500/940] lr: 4.000e-04, eta: 6:02:59, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8643, loss_cls: 1.2889, loss: 1.2889, grad_norm: 4.5300 2022-02-11 04:49:44,529 - mmaction - INFO - Epoch [239][520/940] lr: 4.000e-04, eta: 6:02:33, time: 1.184, data_time: 0.058, memory: 9497, top1_acc: 0.6977, top5_acc: 0.8666, loss_cls: 1.2877, loss: 1.2877, grad_norm: 4.5100 2022-02-11 04:50:07,964 - mmaction - INFO - Epoch [239][540/940] lr: 4.000e-04, eta: 6:02:06, time: 1.172, data_time: 0.057, memory: 9497, top1_acc: 0.6744, top5_acc: 0.8568, loss_cls: 1.3540, loss: 1.3540, grad_norm: 4.6467 2022-02-11 04:50:31,574 - mmaction - INFO - Epoch [239][560/940] lr: 4.000e-04, eta: 6:01:39, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8594, loss_cls: 1.3300, loss: 1.3300, grad_norm: 4.6671 2022-02-11 04:50:55,247 - mmaction - INFO - Epoch [239][580/940] lr: 4.000e-04, eta: 6:01:12, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.6900, top5_acc: 0.8586, loss_cls: 1.2865, loss: 1.2865, grad_norm: 4.5644 2022-02-11 04:51:18,844 - mmaction - INFO - Epoch [239][600/940] lr: 4.000e-04, eta: 6:00:46, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8598, loss_cls: 1.3132, loss: 1.3132, grad_norm: 4.5772 2022-02-11 04:51:42,418 - mmaction - INFO - Epoch [239][620/940] lr: 4.000e-04, eta: 6:00:19, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8572, loss_cls: 1.3084, loss: 1.3084, grad_norm: 4.5762 2022-02-11 04:52:06,052 - mmaction - INFO - Epoch [239][640/940] lr: 4.000e-04, eta: 5:59:52, time: 1.182, data_time: 0.063, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8516, loss_cls: 1.3343, loss: 1.3343, grad_norm: 4.5618 2022-02-11 04:52:29,698 - mmaction - INFO - Epoch [239][660/940] lr: 4.000e-04, eta: 5:59:25, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8561, loss_cls: 1.3223, loss: 1.3223, grad_norm: 4.5855 2022-02-11 04:52:53,190 - mmaction - INFO - Epoch [239][680/940] lr: 4.000e-04, eta: 5:58:59, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8537, loss_cls: 1.3590, loss: 1.3590, grad_norm: 4.5926 2022-02-11 04:53:16,666 - mmaction - INFO - Epoch [239][700/940] lr: 4.000e-04, eta: 5:58:32, time: 1.174, data_time: 0.063, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8611, loss_cls: 1.3069, loss: 1.3069, grad_norm: 4.5215 2022-02-11 04:53:40,336 - mmaction - INFO - Epoch [239][720/940] lr: 4.000e-04, eta: 5:58:05, time: 1.184, data_time: 0.061, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8533, loss_cls: 1.3595, loss: 1.3595, grad_norm: 4.6450 2022-02-11 04:54:03,901 - mmaction - INFO - Epoch [239][740/940] lr: 4.000e-04, eta: 5:57:38, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8584, loss_cls: 1.3211, loss: 1.3211, grad_norm: 4.5966 2022-02-11 04:54:27,512 - mmaction - INFO - Epoch [239][760/940] lr: 4.000e-04, eta: 5:57:12, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8545, loss_cls: 1.3225, loss: 1.3225, grad_norm: 4.5657 2022-02-11 04:54:51,111 - mmaction - INFO - Epoch [239][780/940] lr: 4.000e-04, eta: 5:56:45, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8654, loss_cls: 1.2934, loss: 1.2934, grad_norm: 4.5311 2022-02-11 04:55:14,697 - mmaction - INFO - Epoch [239][800/940] lr: 4.000e-04, eta: 5:56:18, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3006, loss: 1.3006, grad_norm: 4.5387 2022-02-11 04:55:38,269 - mmaction - INFO - Epoch [239][820/940] lr: 4.000e-04, eta: 5:55:51, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6980, top5_acc: 0.8664, loss_cls: 1.2828, loss: 1.2828, grad_norm: 4.5119 2022-02-11 04:56:01,784 - mmaction - INFO - Epoch [239][840/940] lr: 4.000e-04, eta: 5:55:25, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8609, loss_cls: 1.3084, loss: 1.3084, grad_norm: 4.5373 2022-02-11 04:56:25,495 - mmaction - INFO - Epoch [239][860/940] lr: 4.000e-04, eta: 5:54:58, time: 1.186, data_time: 0.068, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8586, loss_cls: 1.3243, loss: 1.3243, grad_norm: 4.6026 2022-02-11 04:56:49,203 - mmaction - INFO - Epoch [239][880/940] lr: 4.000e-04, eta: 5:54:31, time: 1.185, data_time: 0.057, memory: 9497, top1_acc: 0.6754, top5_acc: 0.8568, loss_cls: 1.3261, loss: 1.3261, grad_norm: 4.6181 2022-02-11 04:57:12,788 - mmaction - INFO - Epoch [239][900/940] lr: 4.000e-04, eta: 5:54:05, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8635, loss_cls: 1.2891, loss: 1.2891, grad_norm: 4.6048 2022-02-11 04:57:36,351 - mmaction - INFO - Epoch [239][920/940] lr: 4.000e-04, eta: 5:53:38, time: 1.178, data_time: 0.063, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8609, loss_cls: 1.3125, loss: 1.3125, grad_norm: 4.5167 2022-02-11 04:57:58,669 - mmaction - INFO - Epoch [239][940/940] lr: 4.000e-04, eta: 5:53:11, time: 1.116, data_time: 0.059, memory: 9497, top1_acc: 0.6755, top5_acc: 0.8517, loss_cls: 1.3852, loss: 1.3852, grad_norm: 4.6761 2022-02-11 05:00:28,719 - mmaction - INFO - Epoch [240][20/940] lr: 4.000e-04, eta: 5:52:53, time: 7.368, data_time: 5.949, memory: 9497, top1_acc: 0.6967, top5_acc: 0.8582, loss_cls: 1.2936, loss: 1.2936, grad_norm: 4.4852 2022-02-11 05:00:51,798 - mmaction - INFO - Epoch [240][40/940] lr: 4.000e-04, eta: 5:52:26, time: 1.153, data_time: 0.044, memory: 9497, top1_acc: 0.6729, top5_acc: 0.8586, loss_cls: 1.3601, loss: 1.3601, grad_norm: 4.7418 2022-02-11 05:01:14,871 - mmaction - INFO - Epoch [240][60/940] lr: 4.000e-04, eta: 5:52:00, time: 1.155, data_time: 0.050, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8543, loss_cls: 1.3295, loss: 1.3295, grad_norm: 4.6421 2022-02-11 05:01:38,041 - mmaction - INFO - Epoch [240][80/940] lr: 4.000e-04, eta: 5:51:33, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3224, loss: 1.3224, grad_norm: 4.6172 2022-02-11 05:02:01,283 - mmaction - INFO - Epoch [240][100/940] lr: 4.000e-04, eta: 5:51:06, time: 1.162, data_time: 0.046, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8582, loss_cls: 1.3034, loss: 1.3034, grad_norm: 4.5147 2022-02-11 05:02:24,468 - mmaction - INFO - Epoch [240][120/940] lr: 4.000e-04, eta: 5:50:39, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8613, loss_cls: 1.3098, loss: 1.3098, grad_norm: 4.5996 2022-02-11 05:02:47,730 - mmaction - INFO - Epoch [240][140/940] lr: 4.000e-04, eta: 5:50:12, time: 1.163, data_time: 0.055, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8584, loss_cls: 1.3416, loss: 1.3416, grad_norm: 4.6613 2022-02-11 05:03:10,954 - mmaction - INFO - Epoch [240][160/940] lr: 4.000e-04, eta: 5:49:46, time: 1.161, data_time: 0.048, memory: 9497, top1_acc: 0.7018, top5_acc: 0.8654, loss_cls: 1.2665, loss: 1.2665, grad_norm: 4.4466 2022-02-11 05:03:34,284 - mmaction - INFO - Epoch [240][180/940] lr: 4.000e-04, eta: 5:49:19, time: 1.166, data_time: 0.056, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8605, loss_cls: 1.3091, loss: 1.3091, grad_norm: 4.6039 2022-02-11 05:03:57,614 - mmaction - INFO - Epoch [240][200/940] lr: 4.000e-04, eta: 5:48:52, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8529, loss_cls: 1.3596, loss: 1.3596, grad_norm: 4.6678 2022-02-11 05:04:20,969 - mmaction - INFO - Epoch [240][220/940] lr: 4.000e-04, eta: 5:48:25, time: 1.167, data_time: 0.051, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8607, loss_cls: 1.3086, loss: 1.3086, grad_norm: 4.5983 2022-02-11 05:04:44,506 - mmaction - INFO - Epoch [240][240/940] lr: 4.000e-04, eta: 5:47:59, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8580, loss_cls: 1.3154, loss: 1.3154, grad_norm: 4.5107 2022-02-11 05:05:07,890 - mmaction - INFO - Epoch [240][260/940] lr: 4.000e-04, eta: 5:47:32, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8643, loss_cls: 1.2981, loss: 1.2981, grad_norm: 4.5686 2022-02-11 05:05:31,365 - mmaction - INFO - Epoch [240][280/940] lr: 4.000e-04, eta: 5:47:05, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6699, top5_acc: 0.8555, loss_cls: 1.3607, loss: 1.3607, grad_norm: 4.6994 2022-02-11 05:05:54,767 - mmaction - INFO - Epoch [240][300/940] lr: 4.000e-04, eta: 5:46:38, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8611, loss_cls: 1.3127, loss: 1.3127, grad_norm: 4.5478 2022-02-11 05:06:18,265 - mmaction - INFO - Epoch [240][320/940] lr: 4.000e-04, eta: 5:46:12, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.2974, loss: 1.2974, grad_norm: 4.4952 2022-02-11 05:06:41,695 - mmaction - INFO - Epoch [240][340/940] lr: 4.000e-04, eta: 5:45:45, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.6768, top5_acc: 0.8547, loss_cls: 1.3379, loss: 1.3379, grad_norm: 4.6275 2022-02-11 05:07:05,286 - mmaction - INFO - Epoch [240][360/940] lr: 4.000e-04, eta: 5:45:18, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8531, loss_cls: 1.3396, loss: 1.3396, grad_norm: 4.5723 2022-02-11 05:07:28,814 - mmaction - INFO - Epoch [240][380/940] lr: 4.000e-04, eta: 5:44:51, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8695, loss_cls: 1.2745, loss: 1.2745, grad_norm: 4.5324 2022-02-11 05:07:52,294 - mmaction - INFO - Epoch [240][400/940] lr: 4.000e-04, eta: 5:44:25, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8555, loss_cls: 1.3116, loss: 1.3116, grad_norm: 4.5502 2022-02-11 05:08:15,728 - mmaction - INFO - Epoch [240][420/940] lr: 4.000e-04, eta: 5:43:58, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8555, loss_cls: 1.3431, loss: 1.3431, grad_norm: 4.5436 2022-02-11 05:08:39,176 - mmaction - INFO - Epoch [240][440/940] lr: 4.000e-04, eta: 5:43:31, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.7043, top5_acc: 0.8742, loss_cls: 1.2525, loss: 1.2525, grad_norm: 4.4127 2022-02-11 05:09:02,695 - mmaction - INFO - Epoch [240][460/940] lr: 4.000e-04, eta: 5:43:05, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8574, loss_cls: 1.3350, loss: 1.3350, grad_norm: 4.5982 2022-02-11 05:09:26,151 - mmaction - INFO - Epoch [240][480/940] lr: 4.000e-04, eta: 5:42:38, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8566, loss_cls: 1.3187, loss: 1.3187, grad_norm: 4.5279 2022-02-11 05:09:49,663 - mmaction - INFO - Epoch [240][500/940] lr: 4.000e-04, eta: 5:42:11, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8572, loss_cls: 1.3015, loss: 1.3015, grad_norm: 4.5507 2022-02-11 05:10:13,230 - mmaction - INFO - Epoch [240][520/940] lr: 4.000e-04, eta: 5:41:44, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8652, loss_cls: 1.2846, loss: 1.2846, grad_norm: 4.5347 2022-02-11 05:10:36,689 - mmaction - INFO - Epoch [240][540/940] lr: 4.000e-04, eta: 5:41:18, time: 1.173, data_time: 0.062, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8627, loss_cls: 1.3104, loss: 1.3104, grad_norm: 4.6055 2022-02-11 05:11:00,267 - mmaction - INFO - Epoch [240][560/940] lr: 4.000e-04, eta: 5:40:51, time: 1.179, data_time: 0.060, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8594, loss_cls: 1.3126, loss: 1.3126, grad_norm: 4.4934 2022-02-11 05:11:23,839 - mmaction - INFO - Epoch [240][580/940] lr: 4.000e-04, eta: 5:40:24, time: 1.179, data_time: 0.064, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8656, loss_cls: 1.2930, loss: 1.2930, grad_norm: 4.5150 2022-02-11 05:11:47,444 - mmaction - INFO - Epoch [240][600/940] lr: 4.000e-04, eta: 5:39:57, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6932, top5_acc: 0.8678, loss_cls: 1.2767, loss: 1.2767, grad_norm: 4.5563 2022-02-11 05:12:11,033 - mmaction - INFO - Epoch [240][620/940] lr: 4.000e-04, eta: 5:39:31, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6918, top5_acc: 0.8666, loss_cls: 1.2966, loss: 1.2966, grad_norm: 4.5441 2022-02-11 05:12:34,660 - mmaction - INFO - Epoch [240][640/940] lr: 4.000e-04, eta: 5:39:04, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8574, loss_cls: 1.3310, loss: 1.3310, grad_norm: 4.6260 2022-02-11 05:12:58,284 - mmaction - INFO - Epoch [240][660/940] lr: 4.000e-04, eta: 5:38:37, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8580, loss_cls: 1.3377, loss: 1.3377, grad_norm: 4.6248 2022-02-11 05:13:21,707 - mmaction - INFO - Epoch [240][680/940] lr: 4.000e-04, eta: 5:38:11, time: 1.171, data_time: 0.057, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8549, loss_cls: 1.3576, loss: 1.3576, grad_norm: 4.6049 2022-02-11 05:13:45,405 - mmaction - INFO - Epoch [240][700/940] lr: 4.000e-04, eta: 5:37:44, time: 1.184, data_time: 0.057, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8568, loss_cls: 1.3360, loss: 1.3360, grad_norm: 4.5750 2022-02-11 05:14:09,065 - mmaction - INFO - Epoch [240][720/940] lr: 4.000e-04, eta: 5:37:17, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8570, loss_cls: 1.3070, loss: 1.3070, grad_norm: 4.5662 2022-02-11 05:14:32,796 - mmaction - INFO - Epoch [240][740/940] lr: 4.000e-04, eta: 5:36:50, time: 1.187, data_time: 0.057, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8525, loss_cls: 1.3418, loss: 1.3418, grad_norm: 4.6285 2022-02-11 05:14:56,397 - mmaction - INFO - Epoch [240][760/940] lr: 4.000e-04, eta: 5:36:24, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8680, loss_cls: 1.2958, loss: 1.2958, grad_norm: 4.6150 2022-02-11 05:15:19,932 - mmaction - INFO - Epoch [240][780/940] lr: 4.000e-04, eta: 5:35:57, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8594, loss_cls: 1.3136, loss: 1.3136, grad_norm: 4.5594 2022-02-11 05:15:43,524 - mmaction - INFO - Epoch [240][800/940] lr: 4.000e-04, eta: 5:35:30, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8541, loss_cls: 1.3528, loss: 1.3528, grad_norm: 4.5589 2022-02-11 05:16:07,113 - mmaction - INFO - Epoch [240][820/940] lr: 4.000e-04, eta: 5:35:03, time: 1.179, data_time: 0.067, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8541, loss_cls: 1.3362, loss: 1.3362, grad_norm: 4.6295 2022-02-11 05:16:30,723 - mmaction - INFO - Epoch [240][840/940] lr: 4.000e-04, eta: 5:34:37, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.6945, top5_acc: 0.8621, loss_cls: 1.2971, loss: 1.2971, grad_norm: 4.5558 2022-02-11 05:16:54,470 - mmaction - INFO - Epoch [240][860/940] lr: 4.000e-04, eta: 5:34:10, time: 1.187, data_time: 0.060, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8484, loss_cls: 1.3586, loss: 1.3586, grad_norm: 4.5858 2022-02-11 05:17:17,890 - mmaction - INFO - Epoch [240][880/940] lr: 4.000e-04, eta: 5:33:43, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.6902, top5_acc: 0.8566, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.6320 2022-02-11 05:17:41,486 - mmaction - INFO - Epoch [240][900/940] lr: 4.000e-04, eta: 5:33:17, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8592, loss_cls: 1.2973, loss: 1.2973, grad_norm: 4.5704 2022-02-11 05:18:05,014 - mmaction - INFO - Epoch [240][920/940] lr: 4.000e-04, eta: 5:32:50, time: 1.177, data_time: 0.051, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8615, loss_cls: 1.3044, loss: 1.3044, grad_norm: 4.5863 2022-02-11 05:18:27,393 - mmaction - INFO - Epoch [240][940/940] lr: 4.000e-04, eta: 5:32:23, time: 1.118, data_time: 0.056, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8594, loss_cls: 1.3173, loss: 1.3173, grad_norm: 4.5949 2022-02-11 05:18:29,630 - mmaction - INFO - Saving checkpoint at 240 epochs 2022-02-11 05:21:11,789 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 05:21:12,562 - mmaction - INFO - top1_acc 0.6941 top5_acc 0.8863 2022-02-11 05:21:12,562 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 05:21:12,595 - mmaction - INFO - mean_acc 0.6940 2022-02-11 05:21:12,605 - mmaction - INFO - Epoch(val) [240][78] top1_acc: 0.6941, top5_acc: 0.8863, mean_class_accuracy: 0.6940 2022-02-11 05:23:41,469 - mmaction - INFO - Epoch [241][20/940] lr: 4.000e-04, eta: 5:32:05, time: 7.441, data_time: 5.826, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8584, loss_cls: 1.3304, loss: 1.3304, grad_norm: 4.5952 2022-02-11 05:24:04,702 - mmaction - INFO - Epoch [241][40/940] lr: 4.000e-04, eta: 5:31:38, time: 1.161, data_time: 0.050, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8537, loss_cls: 1.3515, loss: 1.3515, grad_norm: 4.6638 2022-02-11 05:24:27,951 - mmaction - INFO - Epoch [241][60/940] lr: 4.000e-04, eta: 5:31:11, time: 1.162, data_time: 0.044, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8473, loss_cls: 1.3725, loss: 1.3725, grad_norm: 4.6824 2022-02-11 05:24:51,279 - mmaction - INFO - Epoch [241][80/940] lr: 4.000e-04, eta: 5:30:44, time: 1.166, data_time: 0.044, memory: 9497, top1_acc: 0.6715, top5_acc: 0.8523, loss_cls: 1.3576, loss: 1.3576, grad_norm: 4.6551 2022-02-11 05:25:14,505 - mmaction - INFO - Epoch [241][100/940] lr: 4.000e-04, eta: 5:30:18, time: 1.161, data_time: 0.048, memory: 9497, top1_acc: 0.6924, top5_acc: 0.8701, loss_cls: 1.2715, loss: 1.2715, grad_norm: 4.5629 2022-02-11 05:25:37,915 - mmaction - INFO - Epoch [241][120/940] lr: 4.000e-04, eta: 5:29:51, time: 1.171, data_time: 0.048, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8605, loss_cls: 1.3171, loss: 1.3171, grad_norm: 4.6071 2022-02-11 05:26:01,281 - mmaction - INFO - Epoch [241][140/940] lr: 4.000e-04, eta: 5:29:24, time: 1.168, data_time: 0.047, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8576, loss_cls: 1.3155, loss: 1.3155, grad_norm: 4.5811 2022-02-11 05:26:24,699 - mmaction - INFO - Epoch [241][160/940] lr: 4.000e-04, eta: 5:28:58, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6924, top5_acc: 0.8590, loss_cls: 1.3058, loss: 1.3058, grad_norm: 4.5804 2022-02-11 05:26:48,085 - mmaction - INFO - Epoch [241][180/940] lr: 4.000e-04, eta: 5:28:31, time: 1.169, data_time: 0.051, memory: 9497, top1_acc: 0.6906, top5_acc: 0.8568, loss_cls: 1.3059, loss: 1.3059, grad_norm: 4.5065 2022-02-11 05:27:11,558 - mmaction - INFO - Epoch [241][200/940] lr: 4.000e-04, eta: 5:28:04, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2717, loss: 1.2717, grad_norm: 4.6607 2022-02-11 05:27:35,029 - mmaction - INFO - Epoch [241][220/940] lr: 4.000e-04, eta: 5:27:37, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8637, loss_cls: 1.2872, loss: 1.2872, grad_norm: 4.5299 2022-02-11 05:27:58,412 - mmaction - INFO - Epoch [241][240/940] lr: 4.000e-04, eta: 5:27:11, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8531, loss_cls: 1.3515, loss: 1.3515, grad_norm: 4.6032 2022-02-11 05:28:21,850 - mmaction - INFO - Epoch [241][260/940] lr: 4.000e-04, eta: 5:26:44, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8562, loss_cls: 1.3448, loss: 1.3448, grad_norm: 4.6289 2022-02-11 05:28:45,473 - mmaction - INFO - Epoch [241][280/940] lr: 4.000e-04, eta: 5:26:17, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.6729, top5_acc: 0.8547, loss_cls: 1.3492, loss: 1.3492, grad_norm: 4.6991 2022-02-11 05:29:08,910 - mmaction - INFO - Epoch [241][300/940] lr: 4.000e-04, eta: 5:25:50, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8602, loss_cls: 1.3050, loss: 1.3050, grad_norm: 4.5760 2022-02-11 05:29:32,358 - mmaction - INFO - Epoch [241][320/940] lr: 4.000e-04, eta: 5:25:24, time: 1.172, data_time: 0.046, memory: 9497, top1_acc: 0.6959, top5_acc: 0.8703, loss_cls: 1.2490, loss: 1.2490, grad_norm: 4.4196 2022-02-11 05:29:55,833 - mmaction - INFO - Epoch [241][340/940] lr: 4.000e-04, eta: 5:24:57, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8596, loss_cls: 1.3281, loss: 1.3281, grad_norm: 4.6056 2022-02-11 05:30:19,332 - mmaction - INFO - Epoch [241][360/940] lr: 4.000e-04, eta: 5:24:30, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3173, loss: 1.3173, grad_norm: 4.6010 2022-02-11 05:30:42,920 - mmaction - INFO - Epoch [241][380/940] lr: 4.000e-04, eta: 5:24:03, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6893, top5_acc: 0.8564, loss_cls: 1.3157, loss: 1.3157, grad_norm: 4.6370 2022-02-11 05:31:06,484 - mmaction - INFO - Epoch [241][400/940] lr: 4.000e-04, eta: 5:23:37, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8645, loss_cls: 1.2975, loss: 1.2975, grad_norm: 4.5867 2022-02-11 05:31:30,067 - mmaction - INFO - Epoch [241][420/940] lr: 4.000e-04, eta: 5:23:10, time: 1.179, data_time: 0.049, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3012, loss: 1.3012, grad_norm: 4.5868 2022-02-11 05:31:53,584 - mmaction - INFO - Epoch [241][440/940] lr: 4.000e-04, eta: 5:22:43, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8549, loss_cls: 1.3343, loss: 1.3343, grad_norm: 4.6910 2022-02-11 05:32:17,053 - mmaction - INFO - Epoch [241][460/940] lr: 4.000e-04, eta: 5:22:17, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8574, loss_cls: 1.3393, loss: 1.3393, grad_norm: 4.6006 2022-02-11 05:32:40,511 - mmaction - INFO - Epoch [241][480/940] lr: 4.000e-04, eta: 5:21:50, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8586, loss_cls: 1.3374, loss: 1.3374, grad_norm: 4.6153 2022-02-11 05:33:03,981 - mmaction - INFO - Epoch [241][500/940] lr: 4.000e-04, eta: 5:21:23, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6906, top5_acc: 0.8635, loss_cls: 1.2742, loss: 1.2742, grad_norm: 4.4726 2022-02-11 05:33:27,455 - mmaction - INFO - Epoch [241][520/940] lr: 4.000e-04, eta: 5:20:56, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6932, top5_acc: 0.8617, loss_cls: 1.2830, loss: 1.2830, grad_norm: 4.5384 2022-02-11 05:33:50,960 - mmaction - INFO - Epoch [241][540/940] lr: 4.000e-04, eta: 5:20:30, time: 1.175, data_time: 0.044, memory: 9497, top1_acc: 0.6924, top5_acc: 0.8619, loss_cls: 1.2835, loss: 1.2835, grad_norm: 4.5425 2022-02-11 05:34:14,569 - mmaction - INFO - Epoch [241][560/940] lr: 4.000e-04, eta: 5:20:03, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8682, loss_cls: 1.2966, loss: 1.2966, grad_norm: 4.6593 2022-02-11 05:34:38,092 - mmaction - INFO - Epoch [241][580/940] lr: 4.000e-04, eta: 5:19:36, time: 1.176, data_time: 0.045, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8523, loss_cls: 1.3374, loss: 1.3374, grad_norm: 4.6476 2022-02-11 05:35:01,668 - mmaction - INFO - Epoch [241][600/940] lr: 4.000e-04, eta: 5:19:10, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8607, loss_cls: 1.2982, loss: 1.2982, grad_norm: 4.6595 2022-02-11 05:35:25,181 - mmaction - INFO - Epoch [241][620/940] lr: 4.000e-04, eta: 5:18:43, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8635, loss_cls: 1.3174, loss: 1.3174, grad_norm: 4.5669 2022-02-11 05:35:48,661 - mmaction - INFO - Epoch [241][640/940] lr: 4.000e-04, eta: 5:18:16, time: 1.174, data_time: 0.053, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8639, loss_cls: 1.2822, loss: 1.2822, grad_norm: 4.6044 2022-02-11 05:36:12,173 - mmaction - INFO - Epoch [241][660/940] lr: 4.000e-04, eta: 5:17:49, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8533, loss_cls: 1.3433, loss: 1.3433, grad_norm: 4.6433 2022-02-11 05:36:35,738 - mmaction - INFO - Epoch [241][680/940] lr: 4.000e-04, eta: 5:17:23, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6953, top5_acc: 0.8621, loss_cls: 1.2875, loss: 1.2875, grad_norm: 4.4819 2022-02-11 05:36:59,255 - mmaction - INFO - Epoch [241][700/940] lr: 4.000e-04, eta: 5:16:56, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8572, loss_cls: 1.3276, loss: 1.3276, grad_norm: 4.6093 2022-02-11 05:37:22,784 - mmaction - INFO - Epoch [241][720/940] lr: 4.000e-04, eta: 5:16:29, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8572, loss_cls: 1.3136, loss: 1.3136, grad_norm: 4.5136 2022-02-11 05:37:46,506 - mmaction - INFO - Epoch [241][740/940] lr: 4.000e-04, eta: 5:16:03, time: 1.186, data_time: 0.055, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8588, loss_cls: 1.3467, loss: 1.3467, grad_norm: 4.6627 2022-02-11 05:38:10,142 - mmaction - INFO - Epoch [241][760/940] lr: 4.000e-04, eta: 5:15:36, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8609, loss_cls: 1.3350, loss: 1.3350, grad_norm: 4.6365 2022-02-11 05:38:33,731 - mmaction - INFO - Epoch [241][780/940] lr: 4.000e-04, eta: 5:15:09, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8549, loss_cls: 1.3132, loss: 1.3132, grad_norm: 4.5074 2022-02-11 05:38:57,203 - mmaction - INFO - Epoch [241][800/940] lr: 4.000e-04, eta: 5:14:42, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8621, loss_cls: 1.2988, loss: 1.2988, grad_norm: 4.5520 2022-02-11 05:39:20,718 - mmaction - INFO - Epoch [241][820/940] lr: 4.000e-04, eta: 5:14:16, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8541, loss_cls: 1.3148, loss: 1.3148, grad_norm: 4.5554 2022-02-11 05:39:44,323 - mmaction - INFO - Epoch [241][840/940] lr: 4.000e-04, eta: 5:13:49, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8598, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.5466 2022-02-11 05:40:07,805 - mmaction - INFO - Epoch [241][860/940] lr: 4.000e-04, eta: 5:13:22, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8514, loss_cls: 1.3573, loss: 1.3573, grad_norm: 4.5970 2022-02-11 05:40:31,334 - mmaction - INFO - Epoch [241][880/940] lr: 4.000e-04, eta: 5:12:56, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8662, loss_cls: 1.2926, loss: 1.2926, grad_norm: 4.6625 2022-02-11 05:40:54,889 - mmaction - INFO - Epoch [241][900/940] lr: 4.000e-04, eta: 5:12:29, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8662, loss_cls: 1.2829, loss: 1.2829, grad_norm: 4.5273 2022-02-11 05:41:18,483 - mmaction - INFO - Epoch [241][920/940] lr: 4.000e-04, eta: 5:12:02, time: 1.180, data_time: 0.064, memory: 9497, top1_acc: 0.6994, top5_acc: 0.8613, loss_cls: 1.2843, loss: 1.2843, grad_norm: 4.6254 2022-02-11 05:41:40,796 - mmaction - INFO - Epoch [241][940/940] lr: 4.000e-04, eta: 5:11:35, time: 1.116, data_time: 0.054, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8647, loss_cls: 1.3304, loss: 1.3304, grad_norm: 4.6977 2022-02-11 05:44:07,533 - mmaction - INFO - Epoch [242][20/940] lr: 4.000e-04, eta: 5:11:16, time: 7.226, data_time: 5.602, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8598, loss_cls: 1.3199, loss: 1.3199, grad_norm: 4.5305 2022-02-11 05:44:30,607 - mmaction - INFO - Epoch [242][40/940] lr: 4.000e-04, eta: 5:10:50, time: 1.154, data_time: 0.051, memory: 9497, top1_acc: 0.6730, top5_acc: 0.8525, loss_cls: 1.3695, loss: 1.3695, grad_norm: 4.6472 2022-02-11 05:44:53,771 - mmaction - INFO - Epoch [242][60/940] lr: 4.000e-04, eta: 5:10:23, time: 1.158, data_time: 0.042, memory: 9497, top1_acc: 0.6951, top5_acc: 0.8646, loss_cls: 1.2631, loss: 1.2631, grad_norm: 4.5118 2022-02-11 05:45:17,071 - mmaction - INFO - Epoch [242][80/940] lr: 4.000e-04, eta: 5:09:56, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.6936, top5_acc: 0.8549, loss_cls: 1.3145, loss: 1.3145, grad_norm: 4.5329 2022-02-11 05:45:40,378 - mmaction - INFO - Epoch [242][100/940] lr: 4.000e-04, eta: 5:09:29, time: 1.165, data_time: 0.048, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8582, loss_cls: 1.3268, loss: 1.3268, grad_norm: 4.5559 2022-02-11 05:46:03,724 - mmaction - INFO - Epoch [242][120/940] lr: 4.000e-04, eta: 5:09:03, time: 1.167, data_time: 0.046, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8545, loss_cls: 1.3414, loss: 1.3414, grad_norm: 4.6742 2022-02-11 05:46:27,006 - mmaction - INFO - Epoch [242][140/940] lr: 4.000e-04, eta: 5:08:36, time: 1.164, data_time: 0.051, memory: 9497, top1_acc: 0.6893, top5_acc: 0.8613, loss_cls: 1.2783, loss: 1.2783, grad_norm: 4.5579 2022-02-11 05:46:50,463 - mmaction - INFO - Epoch [242][160/940] lr: 4.000e-04, eta: 5:08:09, time: 1.173, data_time: 0.052, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8609, loss_cls: 1.3099, loss: 1.3099, grad_norm: 4.5947 2022-02-11 05:47:13,900 - mmaction - INFO - Epoch [242][180/940] lr: 4.000e-04, eta: 5:07:42, time: 1.172, data_time: 0.047, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8627, loss_cls: 1.3246, loss: 1.3246, grad_norm: 4.6154 2022-02-11 05:47:37,340 - mmaction - INFO - Epoch [242][200/940] lr: 4.000e-04, eta: 5:07:16, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8594, loss_cls: 1.3143, loss: 1.3143, grad_norm: 4.6020 2022-02-11 05:48:00,809 - mmaction - INFO - Epoch [242][220/940] lr: 4.000e-04, eta: 5:06:49, time: 1.174, data_time: 0.048, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8584, loss_cls: 1.3425, loss: 1.3425, grad_norm: 4.6911 2022-02-11 05:48:24,373 - mmaction - INFO - Epoch [242][240/940] lr: 4.000e-04, eta: 5:06:22, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8604, loss_cls: 1.3218, loss: 1.3218, grad_norm: 4.5594 2022-02-11 05:48:47,932 - mmaction - INFO - Epoch [242][260/940] lr: 4.000e-04, eta: 5:05:56, time: 1.178, data_time: 0.050, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8541, loss_cls: 1.3457, loss: 1.3457, grad_norm: 4.6238 2022-02-11 05:49:11,463 - mmaction - INFO - Epoch [242][280/940] lr: 4.000e-04, eta: 5:05:29, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6955, top5_acc: 0.8605, loss_cls: 1.3048, loss: 1.3048, grad_norm: 4.5805 2022-02-11 05:49:35,204 - mmaction - INFO - Epoch [242][300/940] lr: 4.000e-04, eta: 5:05:02, time: 1.187, data_time: 0.054, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8570, loss_cls: 1.3236, loss: 1.3236, grad_norm: 4.5878 2022-02-11 05:49:58,775 - mmaction - INFO - Epoch [242][320/940] lr: 4.000e-04, eta: 5:04:36, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8658, loss_cls: 1.3056, loss: 1.3056, grad_norm: 4.5652 2022-02-11 05:50:23,230 - mmaction - INFO - Epoch [242][340/940] lr: 4.000e-04, eta: 5:04:09, time: 1.223, data_time: 0.060, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8682, loss_cls: 1.2950, loss: 1.2950, grad_norm: 4.6809 2022-02-11 05:50:46,686 - mmaction - INFO - Epoch [242][360/940] lr: 4.000e-04, eta: 5:03:42, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8633, loss_cls: 1.2997, loss: 1.2997, grad_norm: 4.5755 2022-02-11 05:51:10,209 - mmaction - INFO - Epoch [242][380/940] lr: 4.000e-04, eta: 5:03:15, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8643, loss_cls: 1.3056, loss: 1.3056, grad_norm: 4.5672 2022-02-11 05:51:33,916 - mmaction - INFO - Epoch [242][400/940] lr: 4.000e-04, eta: 5:02:49, time: 1.186, data_time: 0.055, memory: 9497, top1_acc: 0.6982, top5_acc: 0.8637, loss_cls: 1.2842, loss: 1.2842, grad_norm: 4.5533 2022-02-11 05:51:57,415 - mmaction - INFO - Epoch [242][420/940] lr: 4.000e-04, eta: 5:02:22, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8625, loss_cls: 1.2967, loss: 1.2967, grad_norm: 4.5594 2022-02-11 05:52:21,047 - mmaction - INFO - Epoch [242][440/940] lr: 4.000e-04, eta: 5:01:55, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6961, top5_acc: 0.8660, loss_cls: 1.2691, loss: 1.2691, grad_norm: 4.5459 2022-02-11 05:52:44,558 - mmaction - INFO - Epoch [242][460/940] lr: 4.000e-04, eta: 5:01:29, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6918, top5_acc: 0.8643, loss_cls: 1.2828, loss: 1.2828, grad_norm: 4.5993 2022-02-11 05:53:08,127 - mmaction - INFO - Epoch [242][480/940] lr: 4.000e-04, eta: 5:01:02, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8619, loss_cls: 1.3033, loss: 1.3033, grad_norm: 4.6528 2022-02-11 05:53:31,690 - mmaction - INFO - Epoch [242][500/940] lr: 4.000e-04, eta: 5:00:35, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8650, loss_cls: 1.3078, loss: 1.3078, grad_norm: 4.5711 2022-02-11 05:53:55,279 - mmaction - INFO - Epoch [242][520/940] lr: 4.000e-04, eta: 5:00:09, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8598, loss_cls: 1.3494, loss: 1.3494, grad_norm: 4.5927 2022-02-11 05:54:18,967 - mmaction - INFO - Epoch [242][540/940] lr: 4.000e-04, eta: 4:59:42, time: 1.184, data_time: 0.052, memory: 9497, top1_acc: 0.6930, top5_acc: 0.8615, loss_cls: 1.3231, loss: 1.3231, grad_norm: 4.6770 2022-02-11 05:54:42,589 - mmaction - INFO - Epoch [242][560/940] lr: 4.000e-04, eta: 4:59:15, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6918, top5_acc: 0.8604, loss_cls: 1.2786, loss: 1.2786, grad_norm: 4.5361 2022-02-11 05:55:06,248 - mmaction - INFO - Epoch [242][580/940] lr: 4.000e-04, eta: 4:58:48, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.6914, top5_acc: 0.8592, loss_cls: 1.3101, loss: 1.3101, grad_norm: 4.5474 2022-02-11 05:55:29,976 - mmaction - INFO - Epoch [242][600/940] lr: 4.000e-04, eta: 4:58:22, time: 1.187, data_time: 0.057, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8557, loss_cls: 1.3298, loss: 1.3298, grad_norm: 4.6379 2022-02-11 05:55:53,582 - mmaction - INFO - Epoch [242][620/940] lr: 4.000e-04, eta: 4:57:55, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.2988, loss: 1.2988, grad_norm: 4.5293 2022-02-11 05:56:17,225 - mmaction - INFO - Epoch [242][640/940] lr: 4.000e-04, eta: 4:57:28, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8543, loss_cls: 1.3347, loss: 1.3347, grad_norm: 4.5553 2022-02-11 05:56:40,794 - mmaction - INFO - Epoch [242][660/940] lr: 4.000e-04, eta: 4:57:02, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6762, top5_acc: 0.8512, loss_cls: 1.3536, loss: 1.3536, grad_norm: 4.6679 2022-02-11 05:57:04,361 - mmaction - INFO - Epoch [242][680/940] lr: 4.000e-04, eta: 4:56:35, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6959, top5_acc: 0.8729, loss_cls: 1.2533, loss: 1.2533, grad_norm: 4.4852 2022-02-11 05:57:27,930 - mmaction - INFO - Epoch [242][700/940] lr: 4.000e-04, eta: 4:56:08, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8570, loss_cls: 1.3372, loss: 1.3372, grad_norm: 4.6470 2022-02-11 05:57:51,492 - mmaction - INFO - Epoch [242][720/940] lr: 4.000e-04, eta: 4:55:42, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8580, loss_cls: 1.3213, loss: 1.3213, grad_norm: 4.5694 2022-02-11 05:58:15,029 - mmaction - INFO - Epoch [242][740/940] lr: 4.000e-04, eta: 4:55:15, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8605, loss_cls: 1.3240, loss: 1.3240, grad_norm: 4.6972 2022-02-11 05:58:38,599 - mmaction - INFO - Epoch [242][760/940] lr: 4.000e-04, eta: 4:54:48, time: 1.179, data_time: 0.064, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8627, loss_cls: 1.3058, loss: 1.3058, grad_norm: 4.6004 2022-02-11 05:59:02,173 - mmaction - INFO - Epoch [242][780/940] lr: 4.000e-04, eta: 4:54:22, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8566, loss_cls: 1.3387, loss: 1.3387, grad_norm: 4.6238 2022-02-11 05:59:25,993 - mmaction - INFO - Epoch [242][800/940] lr: 4.000e-04, eta: 4:53:55, time: 1.191, data_time: 0.059, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8629, loss_cls: 1.2965, loss: 1.2965, grad_norm: 4.6623 2022-02-11 05:59:49,506 - mmaction - INFO - Epoch [242][820/940] lr: 4.000e-04, eta: 4:53:28, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8508, loss_cls: 1.3364, loss: 1.3364, grad_norm: 4.7054 2022-02-11 06:00:13,062 - mmaction - INFO - Epoch [242][840/940] lr: 4.000e-04, eta: 4:53:01, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8635, loss_cls: 1.3086, loss: 1.3086, grad_norm: 4.6059 2022-02-11 06:00:36,639 - mmaction - INFO - Epoch [242][860/940] lr: 4.000e-04, eta: 4:52:35, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8543, loss_cls: 1.3367, loss: 1.3367, grad_norm: 4.6331 2022-02-11 06:01:00,276 - mmaction - INFO - Epoch [242][880/940] lr: 4.000e-04, eta: 4:52:08, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8598, loss_cls: 1.3202, loss: 1.3202, grad_norm: 4.5845 2022-02-11 06:01:23,942 - mmaction - INFO - Epoch [242][900/940] lr: 4.000e-04, eta: 4:51:41, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8635, loss_cls: 1.2965, loss: 1.2965, grad_norm: 4.5517 2022-02-11 06:01:47,568 - mmaction - INFO - Epoch [242][920/940] lr: 4.000e-04, eta: 4:51:15, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.7018, top5_acc: 0.8623, loss_cls: 1.2721, loss: 1.2721, grad_norm: 4.5597 2022-02-11 06:02:09,973 - mmaction - INFO - Epoch [242][940/940] lr: 4.000e-04, eta: 4:50:48, time: 1.121, data_time: 0.059, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8600, loss_cls: 1.3264, loss: 1.3264, grad_norm: 4.6115 2022-02-11 06:04:32,731 - mmaction - INFO - Epoch [243][20/940] lr: 4.000e-04, eta: 4:50:28, time: 7.022, data_time: 5.571, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8623, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.6422 2022-02-11 06:04:55,843 - mmaction - INFO - Epoch [243][40/940] lr: 4.000e-04, eta: 4:50:01, time: 1.155, data_time: 0.046, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8646, loss_cls: 1.3128, loss: 1.3128, grad_norm: 4.5877 2022-02-11 06:05:18,970 - mmaction - INFO - Epoch [243][60/940] lr: 4.000e-04, eta: 4:49:35, time: 1.156, data_time: 0.043, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8598, loss_cls: 1.3496, loss: 1.3496, grad_norm: 4.6410 2022-02-11 06:05:42,125 - mmaction - INFO - Epoch [243][80/940] lr: 4.000e-04, eta: 4:49:08, time: 1.158, data_time: 0.042, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8615, loss_cls: 1.3147, loss: 1.3147, grad_norm: 4.6027 2022-02-11 06:06:05,362 - mmaction - INFO - Epoch [243][100/940] lr: 4.000e-04, eta: 4:48:41, time: 1.162, data_time: 0.040, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8738, loss_cls: 1.2611, loss: 1.2611, grad_norm: 4.5992 2022-02-11 06:06:28,494 - mmaction - INFO - Epoch [243][120/940] lr: 4.000e-04, eta: 4:48:14, time: 1.157, data_time: 0.047, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8635, loss_cls: 1.3386, loss: 1.3386, grad_norm: 4.6261 2022-02-11 06:06:51,807 - mmaction - INFO - Epoch [243][140/940] lr: 4.000e-04, eta: 4:47:48, time: 1.166, data_time: 0.042, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8600, loss_cls: 1.3217, loss: 1.3217, grad_norm: 4.5347 2022-02-11 06:07:15,206 - mmaction - INFO - Epoch [243][160/940] lr: 4.000e-04, eta: 4:47:21, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.6936, top5_acc: 0.8639, loss_cls: 1.2755, loss: 1.2755, grad_norm: 4.5664 2022-02-11 06:07:38,604 - mmaction - INFO - Epoch [243][180/940] lr: 4.000e-04, eta: 4:46:54, time: 1.170, data_time: 0.049, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8617, loss_cls: 1.3249, loss: 1.3249, grad_norm: 4.6757 2022-02-11 06:08:02,023 - mmaction - INFO - Epoch [243][200/940] lr: 4.000e-04, eta: 4:46:28, time: 1.171, data_time: 0.049, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8564, loss_cls: 1.3051, loss: 1.3051, grad_norm: 4.5804 2022-02-11 06:08:25,473 - mmaction - INFO - Epoch [243][220/940] lr: 4.000e-04, eta: 4:46:01, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8613, loss_cls: 1.3197, loss: 1.3197, grad_norm: 4.6593 2022-02-11 06:08:49,011 - mmaction - INFO - Epoch [243][240/940] lr: 4.000e-04, eta: 4:45:34, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8572, loss_cls: 1.3239, loss: 1.3239, grad_norm: 4.6184 2022-02-11 06:09:12,497 - mmaction - INFO - Epoch [243][260/940] lr: 4.000e-04, eta: 4:45:07, time: 1.174, data_time: 0.044, memory: 9497, top1_acc: 0.6953, top5_acc: 0.8650, loss_cls: 1.2645, loss: 1.2645, grad_norm: 4.4716 2022-02-11 06:09:35,912 - mmaction - INFO - Epoch [243][280/940] lr: 4.000e-04, eta: 4:44:41, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8615, loss_cls: 1.3140, loss: 1.3140, grad_norm: 4.6450 2022-02-11 06:09:59,402 - mmaction - INFO - Epoch [243][300/940] lr: 4.000e-04, eta: 4:44:14, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.6912, top5_acc: 0.8650, loss_cls: 1.2995, loss: 1.2995, grad_norm: 4.6115 2022-02-11 06:10:22,972 - mmaction - INFO - Epoch [243][320/940] lr: 4.000e-04, eta: 4:43:47, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8535, loss_cls: 1.3454, loss: 1.3454, grad_norm: 4.6131 2022-02-11 06:10:46,415 - mmaction - INFO - Epoch [243][340/940] lr: 4.000e-04, eta: 4:43:21, time: 1.172, data_time: 0.043, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8625, loss_cls: 1.3031, loss: 1.3031, grad_norm: 4.6682 2022-02-11 06:11:09,887 - mmaction - INFO - Epoch [243][360/940] lr: 4.000e-04, eta: 4:42:54, time: 1.173, data_time: 0.046, memory: 9497, top1_acc: 0.6934, top5_acc: 0.8658, loss_cls: 1.2964, loss: 1.2964, grad_norm: 4.5783 2022-02-11 06:11:33,401 - mmaction - INFO - Epoch [243][380/940] lr: 4.000e-04, eta: 4:42:27, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8639, loss_cls: 1.3148, loss: 1.3148, grad_norm: 4.6288 2022-02-11 06:11:57,022 - mmaction - INFO - Epoch [243][400/940] lr: 4.000e-04, eta: 4:42:01, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6963, top5_acc: 0.8633, loss_cls: 1.2789, loss: 1.2789, grad_norm: 4.5610 2022-02-11 06:12:20,484 - mmaction - INFO - Epoch [243][420/940] lr: 4.000e-04, eta: 4:41:34, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.7082, top5_acc: 0.8676, loss_cls: 1.2397, loss: 1.2397, grad_norm: 4.5352 2022-02-11 06:12:44,004 - mmaction - INFO - Epoch [243][440/940] lr: 4.000e-04, eta: 4:41:07, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6924, top5_acc: 0.8660, loss_cls: 1.3132, loss: 1.3132, grad_norm: 4.5658 2022-02-11 06:13:07,630 - mmaction - INFO - Epoch [243][460/940] lr: 4.000e-04, eta: 4:40:41, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.6982, top5_acc: 0.8611, loss_cls: 1.2783, loss: 1.2783, grad_norm: 4.5750 2022-02-11 06:13:31,089 - mmaction - INFO - Epoch [243][480/940] lr: 4.000e-04, eta: 4:40:14, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6936, top5_acc: 0.8670, loss_cls: 1.2758, loss: 1.2758, grad_norm: 4.5463 2022-02-11 06:13:54,584 - mmaction - INFO - Epoch [243][500/940] lr: 4.000e-04, eta: 4:39:47, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8551, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.6516 2022-02-11 06:14:18,140 - mmaction - INFO - Epoch [243][520/940] lr: 4.000e-04, eta: 4:39:21, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8578, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.6835 2022-02-11 06:14:42,101 - mmaction - INFO - Epoch [243][540/940] lr: 4.000e-04, eta: 4:38:54, time: 1.198, data_time: 0.054, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8594, loss_cls: 1.2956, loss: 1.2956, grad_norm: 4.5965 2022-02-11 06:15:05,605 - mmaction - INFO - Epoch [243][560/940] lr: 4.000e-04, eta: 4:38:27, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6977, top5_acc: 0.8627, loss_cls: 1.2856, loss: 1.2856, grad_norm: 4.4911 2022-02-11 06:15:29,098 - mmaction - INFO - Epoch [243][580/940] lr: 4.000e-04, eta: 4:38:00, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8668, loss_cls: 1.2975, loss: 1.2975, grad_norm: 4.5523 2022-02-11 06:15:52,629 - mmaction - INFO - Epoch [243][600/940] lr: 4.000e-04, eta: 4:37:34, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8584, loss_cls: 1.3342, loss: 1.3342, grad_norm: 4.7194 2022-02-11 06:16:16,237 - mmaction - INFO - Epoch [243][620/940] lr: 4.000e-04, eta: 4:37:07, time: 1.180, data_time: 0.049, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.5488 2022-02-11 06:16:39,778 - mmaction - INFO - Epoch [243][640/940] lr: 4.000e-04, eta: 4:36:40, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8637, loss_cls: 1.3094, loss: 1.3094, grad_norm: 4.6737 2022-02-11 06:17:03,341 - mmaction - INFO - Epoch [243][660/940] lr: 4.000e-04, eta: 4:36:14, time: 1.178, data_time: 0.048, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8496, loss_cls: 1.3350, loss: 1.3350, grad_norm: 4.5703 2022-02-11 06:17:26,770 - mmaction - INFO - Epoch [243][680/940] lr: 4.000e-04, eta: 4:35:47, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8668, loss_cls: 1.2858, loss: 1.2858, grad_norm: 4.6567 2022-02-11 06:17:50,326 - mmaction - INFO - Epoch [243][700/940] lr: 4.000e-04, eta: 4:35:20, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8604, loss_cls: 1.3182, loss: 1.3182, grad_norm: 4.6905 2022-02-11 06:18:13,882 - mmaction - INFO - Epoch [243][720/940] lr: 4.000e-04, eta: 4:34:54, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8598, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.6251 2022-02-11 06:18:37,524 - mmaction - INFO - Epoch [243][740/940] lr: 4.000e-04, eta: 4:34:27, time: 1.182, data_time: 0.052, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8580, loss_cls: 1.3205, loss: 1.3205, grad_norm: 4.6138 2022-02-11 06:19:00,969 - mmaction - INFO - Epoch [243][760/940] lr: 4.000e-04, eta: 4:34:00, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8635, loss_cls: 1.3198, loss: 1.3198, grad_norm: 4.6946 2022-02-11 06:19:24,631 - mmaction - INFO - Epoch [243][780/940] lr: 4.000e-04, eta: 4:33:34, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.6902, top5_acc: 0.8586, loss_cls: 1.3038, loss: 1.3038, grad_norm: 4.6319 2022-02-11 06:19:48,169 - mmaction - INFO - Epoch [243][800/940] lr: 4.000e-04, eta: 4:33:07, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8533, loss_cls: 1.3428, loss: 1.3428, grad_norm: 4.6511 2022-02-11 06:20:11,775 - mmaction - INFO - Epoch [243][820/940] lr: 4.000e-04, eta: 4:32:40, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6654, top5_acc: 0.8566, loss_cls: 1.3595, loss: 1.3595, grad_norm: 4.6976 2022-02-11 06:20:35,332 - mmaction - INFO - Epoch [243][840/940] lr: 4.000e-04, eta: 4:32:14, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8594, loss_cls: 1.3293, loss: 1.3293, grad_norm: 4.6314 2022-02-11 06:20:59,034 - mmaction - INFO - Epoch [243][860/940] lr: 4.000e-04, eta: 4:31:47, time: 1.185, data_time: 0.056, memory: 9497, top1_acc: 0.6928, top5_acc: 0.8633, loss_cls: 1.3000, loss: 1.3000, grad_norm: 4.5665 2022-02-11 06:21:22,504 - mmaction - INFO - Epoch [243][880/940] lr: 4.000e-04, eta: 4:31:20, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8645, loss_cls: 1.2871, loss: 1.2871, grad_norm: 4.6522 2022-02-11 06:21:46,151 - mmaction - INFO - Epoch [243][900/940] lr: 4.000e-04, eta: 4:30:54, time: 1.183, data_time: 0.052, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8598, loss_cls: 1.2992, loss: 1.2992, grad_norm: 4.6403 2022-02-11 06:22:09,695 - mmaction - INFO - Epoch [243][920/940] lr: 4.000e-04, eta: 4:30:27, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8592, loss_cls: 1.3352, loss: 1.3352, grad_norm: 4.6035 2022-02-11 06:22:32,122 - mmaction - INFO - Epoch [243][940/940] lr: 4.000e-04, eta: 4:30:00, time: 1.122, data_time: 0.054, memory: 9497, top1_acc: 0.6812, top5_acc: 0.8634, loss_cls: 1.3139, loss: 1.3139, grad_norm: 4.6175 2022-02-11 06:25:15,155 - mmaction - INFO - Epoch [244][20/940] lr: 4.000e-04, eta: 4:29:41, time: 8.032, data_time: 6.118, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8619, loss_cls: 1.3006, loss: 1.3006, grad_norm: 4.6255 2022-02-11 06:25:38,259 - mmaction - INFO - Epoch [244][40/940] lr: 4.000e-04, eta: 4:29:14, time: 1.155, data_time: 0.047, memory: 9497, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2937, loss: 1.2937, grad_norm: 4.5080 2022-02-11 06:26:01,498 - mmaction - INFO - Epoch [244][60/940] lr: 4.000e-04, eta: 4:28:47, time: 1.162, data_time: 0.045, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8578, loss_cls: 1.3098, loss: 1.3098, grad_norm: 4.4975 2022-02-11 06:26:24,843 - mmaction - INFO - Epoch [244][80/940] lr: 4.000e-04, eta: 4:28:21, time: 1.168, data_time: 0.045, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8564, loss_cls: 1.3448, loss: 1.3448, grad_norm: 4.6604 2022-02-11 06:26:48,160 - mmaction - INFO - Epoch [244][100/940] lr: 4.000e-04, eta: 4:27:54, time: 1.165, data_time: 0.045, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8512, loss_cls: 1.3362, loss: 1.3362, grad_norm: 4.5760 2022-02-11 06:27:11,366 - mmaction - INFO - Epoch [244][120/940] lr: 4.000e-04, eta: 4:27:27, time: 1.161, data_time: 0.046, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8506, loss_cls: 1.3546, loss: 1.3546, grad_norm: 4.5843 2022-02-11 06:27:34,573 - mmaction - INFO - Epoch [244][140/940] lr: 4.000e-04, eta: 4:27:01, time: 1.159, data_time: 0.044, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8584, loss_cls: 1.3047, loss: 1.3047, grad_norm: 4.5169 2022-02-11 06:27:57,904 - mmaction - INFO - Epoch [244][160/940] lr: 4.000e-04, eta: 4:26:34, time: 1.167, data_time: 0.052, memory: 9497, top1_acc: 0.6971, top5_acc: 0.8611, loss_cls: 1.3040, loss: 1.3040, grad_norm: 4.5612 2022-02-11 06:28:21,296 - mmaction - INFO - Epoch [244][180/940] lr: 4.000e-04, eta: 4:26:07, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8668, loss_cls: 1.3033, loss: 1.3033, grad_norm: 4.5642 2022-02-11 06:28:44,740 - mmaction - INFO - Epoch [244][200/940] lr: 4.000e-04, eta: 4:25:41, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.6984, top5_acc: 0.8637, loss_cls: 1.2699, loss: 1.2699, grad_norm: 4.4868 2022-02-11 06:29:08,124 - mmaction - INFO - Epoch [244][220/940] lr: 4.000e-04, eta: 4:25:14, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2786, loss: 1.2786, grad_norm: 4.6343 2022-02-11 06:29:31,564 - mmaction - INFO - Epoch [244][240/940] lr: 4.000e-04, eta: 4:24:47, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.6893, top5_acc: 0.8586, loss_cls: 1.3128, loss: 1.3128, grad_norm: 4.6878 2022-02-11 06:29:55,060 - mmaction - INFO - Epoch [244][260/940] lr: 4.000e-04, eta: 4:24:21, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8533, loss_cls: 1.3325, loss: 1.3325, grad_norm: 4.6303 2022-02-11 06:30:19,801 - mmaction - INFO - Epoch [244][280/940] lr: 4.000e-04, eta: 4:23:54, time: 1.237, data_time: 0.052, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3335, loss: 1.3335, grad_norm: 4.6866 2022-02-11 06:30:43,340 - mmaction - INFO - Epoch [244][300/940] lr: 4.000e-04, eta: 4:23:27, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6928, top5_acc: 0.8623, loss_cls: 1.2859, loss: 1.2859, grad_norm: 4.5000 2022-02-11 06:31:07,007 - mmaction - INFO - Epoch [244][320/940] lr: 4.000e-04, eta: 4:23:01, time: 1.183, data_time: 0.063, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8580, loss_cls: 1.3193, loss: 1.3193, grad_norm: 4.6128 2022-02-11 06:31:30,873 - mmaction - INFO - Epoch [244][340/940] lr: 4.000e-04, eta: 4:22:34, time: 1.193, data_time: 0.053, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8676, loss_cls: 1.2916, loss: 1.2916, grad_norm: 4.6320 2022-02-11 06:31:54,510 - mmaction - INFO - Epoch [244][360/940] lr: 4.000e-04, eta: 4:22:07, time: 1.182, data_time: 0.047, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8609, loss_cls: 1.3127, loss: 1.3127, grad_norm: 4.5915 2022-02-11 06:32:18,048 - mmaction - INFO - Epoch [244][380/940] lr: 4.000e-04, eta: 4:21:41, time: 1.176, data_time: 0.048, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8584, loss_cls: 1.3289, loss: 1.3289, grad_norm: 4.5428 2022-02-11 06:32:41,811 - mmaction - INFO - Epoch [244][400/940] lr: 4.000e-04, eta: 4:21:14, time: 1.188, data_time: 0.054, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8580, loss_cls: 1.3227, loss: 1.3227, grad_norm: 4.5889 2022-02-11 06:33:05,506 - mmaction - INFO - Epoch [244][420/940] lr: 4.000e-04, eta: 4:20:47, time: 1.185, data_time: 0.055, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8605, loss_cls: 1.3047, loss: 1.3047, grad_norm: 4.5509 2022-02-11 06:33:28,972 - mmaction - INFO - Epoch [244][440/940] lr: 4.000e-04, eta: 4:20:21, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6967, top5_acc: 0.8600, loss_cls: 1.2693, loss: 1.2693, grad_norm: 4.5401 2022-02-11 06:33:52,658 - mmaction - INFO - Epoch [244][460/940] lr: 4.000e-04, eta: 4:19:54, time: 1.184, data_time: 0.064, memory: 9497, top1_acc: 0.6924, top5_acc: 0.8658, loss_cls: 1.2825, loss: 1.2825, grad_norm: 4.5481 2022-02-11 06:34:16,312 - mmaction - INFO - Epoch [244][480/940] lr: 4.000e-04, eta: 4:19:27, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8561, loss_cls: 1.3285, loss: 1.3285, grad_norm: 4.6066 2022-02-11 06:34:39,752 - mmaction - INFO - Epoch [244][500/940] lr: 4.000e-04, eta: 4:19:01, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8598, loss_cls: 1.3054, loss: 1.3054, grad_norm: 4.6815 2022-02-11 06:35:03,411 - mmaction - INFO - Epoch [244][520/940] lr: 4.000e-04, eta: 4:18:34, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8516, loss_cls: 1.3442, loss: 1.3442, grad_norm: 4.6826 2022-02-11 06:35:26,923 - mmaction - INFO - Epoch [244][540/940] lr: 4.000e-04, eta: 4:18:07, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.6990, top5_acc: 0.8693, loss_cls: 1.2566, loss: 1.2566, grad_norm: 4.5751 2022-02-11 06:35:50,433 - mmaction - INFO - Epoch [244][560/940] lr: 4.000e-04, eta: 4:17:41, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8562, loss_cls: 1.3118, loss: 1.3118, grad_norm: 4.6474 2022-02-11 06:36:13,977 - mmaction - INFO - Epoch [244][580/940] lr: 4.000e-04, eta: 4:17:14, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8592, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.7320 2022-02-11 06:36:37,422 - mmaction - INFO - Epoch [244][600/940] lr: 4.000e-04, eta: 4:16:47, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8650, loss_cls: 1.2988, loss: 1.2988, grad_norm: 4.5548 2022-02-11 06:37:01,035 - mmaction - INFO - Epoch [244][620/940] lr: 4.000e-04, eta: 4:16:21, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8658, loss_cls: 1.3157, loss: 1.3157, grad_norm: 4.6419 2022-02-11 06:37:24,553 - mmaction - INFO - Epoch [244][640/940] lr: 4.000e-04, eta: 4:15:54, time: 1.175, data_time: 0.047, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8678, loss_cls: 1.2858, loss: 1.2858, grad_norm: 4.6531 2022-02-11 06:37:48,183 - mmaction - INFO - Epoch [244][660/940] lr: 4.000e-04, eta: 4:15:27, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8592, loss_cls: 1.3280, loss: 1.3280, grad_norm: 4.6532 2022-02-11 06:38:11,628 - mmaction - INFO - Epoch [244][680/940] lr: 4.000e-04, eta: 4:15:00, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6906, top5_acc: 0.8693, loss_cls: 1.2795, loss: 1.2795, grad_norm: 4.5561 2022-02-11 06:38:35,146 - mmaction - INFO - Epoch [244][700/940] lr: 4.000e-04, eta: 4:14:34, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8600, loss_cls: 1.3270, loss: 1.3270, grad_norm: 4.7350 2022-02-11 06:38:58,784 - mmaction - INFO - Epoch [244][720/940] lr: 4.000e-04, eta: 4:14:07, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8564, loss_cls: 1.3285, loss: 1.3285, grad_norm: 4.5687 2022-02-11 06:39:22,411 - mmaction - INFO - Epoch [244][740/940] lr: 4.000e-04, eta: 4:13:40, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6918, top5_acc: 0.8625, loss_cls: 1.2932, loss: 1.2932, grad_norm: 4.5790 2022-02-11 06:39:46,129 - mmaction - INFO - Epoch [244][760/940] lr: 4.000e-04, eta: 4:13:14, time: 1.186, data_time: 0.052, memory: 9497, top1_acc: 0.6965, top5_acc: 0.8562, loss_cls: 1.2973, loss: 1.2973, grad_norm: 4.5655 2022-02-11 06:40:09,739 - mmaction - INFO - Epoch [244][780/940] lr: 4.000e-04, eta: 4:12:47, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6998, top5_acc: 0.8686, loss_cls: 1.2547, loss: 1.2547, grad_norm: 4.4636 2022-02-11 06:40:33,345 - mmaction - INFO - Epoch [244][800/940] lr: 4.000e-04, eta: 4:12:21, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8570, loss_cls: 1.3170, loss: 1.3170, grad_norm: 4.6504 2022-02-11 06:40:56,827 - mmaction - INFO - Epoch [244][820/940] lr: 4.000e-04, eta: 4:11:54, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8600, loss_cls: 1.3320, loss: 1.3320, grad_norm: 4.6121 2022-02-11 06:41:20,511 - mmaction - INFO - Epoch [244][840/940] lr: 4.000e-04, eta: 4:11:27, time: 1.184, data_time: 0.051, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8576, loss_cls: 1.3290, loss: 1.3290, grad_norm: 4.6426 2022-02-11 06:41:44,063 - mmaction - INFO - Epoch [244][860/940] lr: 4.000e-04, eta: 4:11:01, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6934, top5_acc: 0.8629, loss_cls: 1.2783, loss: 1.2783, grad_norm: 4.5530 2022-02-11 06:42:07,602 - mmaction - INFO - Epoch [244][880/940] lr: 4.000e-04, eta: 4:10:34, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8535, loss_cls: 1.3607, loss: 1.3607, grad_norm: 4.6583 2022-02-11 06:42:31,242 - mmaction - INFO - Epoch [244][900/940] lr: 4.000e-04, eta: 4:10:07, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8666, loss_cls: 1.2890, loss: 1.2890, grad_norm: 4.5613 2022-02-11 06:42:54,842 - mmaction - INFO - Epoch [244][920/940] lr: 4.000e-04, eta: 4:09:41, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8529, loss_cls: 1.3252, loss: 1.3252, grad_norm: 4.5639 2022-02-11 06:43:17,254 - mmaction - INFO - Epoch [244][940/940] lr: 4.000e-04, eta: 4:09:14, time: 1.121, data_time: 0.053, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8642, loss_cls: 1.3027, loss: 1.3027, grad_norm: 4.7038 2022-02-11 06:45:50,029 - mmaction - INFO - Epoch [245][20/940] lr: 4.000e-04, eta: 4:08:53, time: 7.481, data_time: 6.177, memory: 9497, top1_acc: 0.6924, top5_acc: 0.8625, loss_cls: 1.3060, loss: 1.3060, grad_norm: 4.5526 2022-02-11 06:46:12,893 - mmaction - INFO - Epoch [245][40/940] lr: 4.000e-04, eta: 4:08:27, time: 1.143, data_time: 0.044, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8564, loss_cls: 1.3105, loss: 1.3105, grad_norm: 4.5914 2022-02-11 06:46:36,039 - mmaction - INFO - Epoch [245][60/940] lr: 4.000e-04, eta: 4:08:00, time: 1.157, data_time: 0.043, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8533, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.6933 2022-02-11 06:46:59,313 - mmaction - INFO - Epoch [245][80/940] lr: 4.000e-04, eta: 4:07:33, time: 1.164, data_time: 0.042, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8596, loss_cls: 1.3252, loss: 1.3252, grad_norm: 4.6251 2022-02-11 06:47:22,472 - mmaction - INFO - Epoch [245][100/940] lr: 4.000e-04, eta: 4:07:07, time: 1.158, data_time: 0.044, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8582, loss_cls: 1.3300, loss: 1.3300, grad_norm: 4.6457 2022-02-11 06:47:45,867 - mmaction - INFO - Epoch [245][120/940] lr: 4.000e-04, eta: 4:06:40, time: 1.170, data_time: 0.044, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8609, loss_cls: 1.3295, loss: 1.3295, grad_norm: 4.6745 2022-02-11 06:48:09,065 - mmaction - INFO - Epoch [245][140/940] lr: 4.000e-04, eta: 4:06:13, time: 1.161, data_time: 0.053, memory: 9497, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2894, loss: 1.2894, grad_norm: 4.5282 2022-02-11 06:48:32,407 - mmaction - INFO - Epoch [245][160/940] lr: 4.000e-04, eta: 4:05:47, time: 1.166, data_time: 0.050, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8658, loss_cls: 1.2881, loss: 1.2881, grad_norm: 4.5483 2022-02-11 06:48:55,784 - mmaction - INFO - Epoch [245][180/940] lr: 4.000e-04, eta: 4:05:20, time: 1.169, data_time: 0.054, memory: 9497, top1_acc: 0.6980, top5_acc: 0.8682, loss_cls: 1.2679, loss: 1.2679, grad_norm: 4.5360 2022-02-11 06:49:19,279 - mmaction - INFO - Epoch [245][200/940] lr: 4.000e-04, eta: 4:04:53, time: 1.175, data_time: 0.050, memory: 9497, top1_acc: 0.6939, top5_acc: 0.8576, loss_cls: 1.3023, loss: 1.3023, grad_norm: 4.5636 2022-02-11 06:49:42,663 - mmaction - INFO - Epoch [245][220/940] lr: 4.000e-04, eta: 4:04:27, time: 1.169, data_time: 0.048, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8521, loss_cls: 1.3645, loss: 1.3645, grad_norm: 4.7565 2022-02-11 06:50:06,196 - mmaction - INFO - Epoch [245][240/940] lr: 4.000e-04, eta: 4:04:00, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8557, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.6782 2022-02-11 06:50:29,687 - mmaction - INFO - Epoch [245][260/940] lr: 4.000e-04, eta: 4:03:33, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8564, loss_cls: 1.3278, loss: 1.3278, grad_norm: 4.6421 2022-02-11 06:50:53,150 - mmaction - INFO - Epoch [245][280/940] lr: 4.000e-04, eta: 4:03:07, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6971, top5_acc: 0.8650, loss_cls: 1.2706, loss: 1.2706, grad_norm: 4.4995 2022-02-11 06:51:16,638 - mmaction - INFO - Epoch [245][300/940] lr: 4.000e-04, eta: 4:02:40, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8582, loss_cls: 1.3185, loss: 1.3185, grad_norm: 4.6542 2022-02-11 06:51:40,258 - mmaction - INFO - Epoch [245][320/940] lr: 4.000e-04, eta: 4:02:13, time: 1.181, data_time: 0.058, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8627, loss_cls: 1.3060, loss: 1.3060, grad_norm: 4.6882 2022-02-11 06:52:03,923 - mmaction - INFO - Epoch [245][340/940] lr: 4.000e-04, eta: 4:01:47, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6906, top5_acc: 0.8598, loss_cls: 1.2866, loss: 1.2866, grad_norm: 4.5391 2022-02-11 06:52:27,465 - mmaction - INFO - Epoch [245][360/940] lr: 4.000e-04, eta: 4:01:20, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8623, loss_cls: 1.3195, loss: 1.3195, grad_norm: 4.6584 2022-02-11 06:52:51,018 - mmaction - INFO - Epoch [245][380/940] lr: 4.000e-04, eta: 4:00:53, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6701, top5_acc: 0.8482, loss_cls: 1.3797, loss: 1.3797, grad_norm: 4.7526 2022-02-11 06:53:14,506 - mmaction - INFO - Epoch [245][400/940] lr: 4.000e-04, eta: 4:00:27, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8533, loss_cls: 1.3199, loss: 1.3199, grad_norm: 4.5478 2022-02-11 06:53:37,999 - mmaction - INFO - Epoch [245][420/940] lr: 4.000e-04, eta: 4:00:00, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8629, loss_cls: 1.2984, loss: 1.2984, grad_norm: 4.6162 2022-02-11 06:54:01,533 - mmaction - INFO - Epoch [245][440/940] lr: 4.000e-04, eta: 3:59:33, time: 1.176, data_time: 0.065, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8607, loss_cls: 1.3245, loss: 1.3245, grad_norm: 4.7124 2022-02-11 06:54:25,231 - mmaction - INFO - Epoch [245][460/940] lr: 4.000e-04, eta: 3:59:07, time: 1.185, data_time: 0.049, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8623, loss_cls: 1.3135, loss: 1.3135, grad_norm: 4.6243 2022-02-11 06:54:48,794 - mmaction - INFO - Epoch [245][480/940] lr: 4.000e-04, eta: 3:58:40, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3218, loss: 1.3218, grad_norm: 4.6900 2022-02-11 06:55:12,371 - mmaction - INFO - Epoch [245][500/940] lr: 4.000e-04, eta: 3:58:13, time: 1.179, data_time: 0.063, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8551, loss_cls: 1.3156, loss: 1.3156, grad_norm: 4.6019 2022-02-11 06:55:35,886 - mmaction - INFO - Epoch [245][520/940] lr: 4.000e-04, eta: 3:57:47, time: 1.176, data_time: 0.063, memory: 9497, top1_acc: 0.6971, top5_acc: 0.8650, loss_cls: 1.2718, loss: 1.2718, grad_norm: 4.5698 2022-02-11 06:55:59,467 - mmaction - INFO - Epoch [245][540/940] lr: 4.000e-04, eta: 3:57:20, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8686, loss_cls: 1.2814, loss: 1.2814, grad_norm: 4.5866 2022-02-11 06:56:23,077 - mmaction - INFO - Epoch [245][560/940] lr: 4.000e-04, eta: 3:56:53, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8682, loss_cls: 1.2810, loss: 1.2810, grad_norm: 4.6215 2022-02-11 06:56:46,718 - mmaction - INFO - Epoch [245][580/940] lr: 4.000e-04, eta: 3:56:27, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8598, loss_cls: 1.3183, loss: 1.3183, grad_norm: 4.7264 2022-02-11 06:57:10,254 - mmaction - INFO - Epoch [245][600/940] lr: 4.000e-04, eta: 3:56:00, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6730, top5_acc: 0.8570, loss_cls: 1.3531, loss: 1.3531, grad_norm: 4.7283 2022-02-11 06:57:33,843 - mmaction - INFO - Epoch [245][620/940] lr: 4.000e-04, eta: 3:55:33, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.3267, loss: 1.3267, grad_norm: 4.6251 2022-02-11 06:57:57,363 - mmaction - INFO - Epoch [245][640/940] lr: 4.000e-04, eta: 3:55:07, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6920, top5_acc: 0.8645, loss_cls: 1.2706, loss: 1.2706, grad_norm: 4.4996 2022-02-11 06:58:20,897 - mmaction - INFO - Epoch [245][660/940] lr: 4.000e-04, eta: 3:54:40, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8590, loss_cls: 1.3409, loss: 1.3409, grad_norm: 4.6094 2022-02-11 06:58:44,346 - mmaction - INFO - Epoch [245][680/940] lr: 4.000e-04, eta: 3:54:13, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8631, loss_cls: 1.3104, loss: 1.3104, grad_norm: 4.6410 2022-02-11 06:59:07,950 - mmaction - INFO - Epoch [245][700/940] lr: 4.000e-04, eta: 3:53:47, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8623, loss_cls: 1.3160, loss: 1.3160, grad_norm: 4.7060 2022-02-11 06:59:31,449 - mmaction - INFO - Epoch [245][720/940] lr: 4.000e-04, eta: 3:53:20, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6900, top5_acc: 0.8621, loss_cls: 1.2964, loss: 1.2964, grad_norm: 4.5850 2022-02-11 06:59:54,963 - mmaction - INFO - Epoch [245][740/940] lr: 4.000e-04, eta: 3:52:53, time: 1.176, data_time: 0.063, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8547, loss_cls: 1.3255, loss: 1.3255, grad_norm: 4.6391 2022-02-11 07:00:18,539 - mmaction - INFO - Epoch [245][760/940] lr: 4.000e-04, eta: 3:52:27, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.7047, top5_acc: 0.8660, loss_cls: 1.2376, loss: 1.2376, grad_norm: 4.4682 2022-02-11 07:00:42,142 - mmaction - INFO - Epoch [245][780/940] lr: 4.000e-04, eta: 3:52:00, time: 1.179, data_time: 0.067, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8604, loss_cls: 1.3128, loss: 1.3128, grad_norm: 4.6922 2022-02-11 07:01:05,707 - mmaction - INFO - Epoch [245][800/940] lr: 4.000e-04, eta: 3:51:33, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6912, top5_acc: 0.8609, loss_cls: 1.3036, loss: 1.3036, grad_norm: 4.6198 2022-02-11 07:01:29,279 - mmaction - INFO - Epoch [245][820/940] lr: 4.000e-04, eta: 3:51:07, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8592, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.7123 2022-02-11 07:01:52,812 - mmaction - INFO - Epoch [245][840/940] lr: 4.000e-04, eta: 3:50:40, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8561, loss_cls: 1.3383, loss: 1.3383, grad_norm: 4.6787 2022-02-11 07:02:16,319 - mmaction - INFO - Epoch [245][860/940] lr: 4.000e-04, eta: 3:50:14, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8578, loss_cls: 1.3299, loss: 1.3299, grad_norm: 4.7030 2022-02-11 07:02:39,919 - mmaction - INFO - Epoch [245][880/940] lr: 4.000e-04, eta: 3:49:47, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6934, top5_acc: 0.8574, loss_cls: 1.3119, loss: 1.3119, grad_norm: 4.6155 2022-02-11 07:03:03,588 - mmaction - INFO - Epoch [245][900/940] lr: 4.000e-04, eta: 3:49:20, time: 1.183, data_time: 0.053, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8590, loss_cls: 1.3109, loss: 1.3109, grad_norm: 4.5918 2022-02-11 07:03:27,278 - mmaction - INFO - Epoch [245][920/940] lr: 4.000e-04, eta: 3:48:54, time: 1.185, data_time: 0.052, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8582, loss_cls: 1.3165, loss: 1.3165, grad_norm: 4.6673 2022-02-11 07:03:49,790 - mmaction - INFO - Epoch [245][940/940] lr: 4.000e-04, eta: 3:48:27, time: 1.126, data_time: 0.053, memory: 9497, top1_acc: 0.6851, top5_acc: 0.8630, loss_cls: 1.3219, loss: 1.3219, grad_norm: 4.6701 2022-02-11 07:03:53,072 - mmaction - INFO - Saving checkpoint at 245 epochs 2022-02-11 07:06:45,649 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 07:06:46,405 - mmaction - INFO - top1_acc 0.6935 top5_acc 0.8859 2022-02-11 07:06:46,406 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 07:06:46,437 - mmaction - INFO - mean_acc 0.6934 2022-02-11 07:06:46,446 - mmaction - INFO - Epoch(val) [245][78] top1_acc: 0.6935, top5_acc: 0.8859, mean_class_accuracy: 0.6934 2022-02-11 07:09:15,666 - mmaction - INFO - Epoch [246][20/940] lr: 4.000e-04, eta: 3:48:06, time: 7.459, data_time: 5.913, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8596, loss_cls: 1.3211, loss: 1.3211, grad_norm: 4.6144 2022-02-11 07:09:38,749 - mmaction - INFO - Epoch [246][40/940] lr: 4.000e-04, eta: 3:47:39, time: 1.154, data_time: 0.046, memory: 9497, top1_acc: 0.6902, top5_acc: 0.8646, loss_cls: 1.2745, loss: 1.2745, grad_norm: 4.6439 2022-02-11 07:10:02,015 - mmaction - INFO - Epoch [246][60/940] lr: 4.000e-04, eta: 3:47:13, time: 1.163, data_time: 0.044, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8598, loss_cls: 1.2985, loss: 1.2985, grad_norm: 4.5972 2022-02-11 07:10:25,492 - mmaction - INFO - Epoch [246][80/940] lr: 4.000e-04, eta: 3:46:46, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8598, loss_cls: 1.3175, loss: 1.3175, grad_norm: 4.6455 2022-02-11 07:10:48,885 - mmaction - INFO - Epoch [246][100/940] lr: 4.000e-04, eta: 3:46:19, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.7006, top5_acc: 0.8691, loss_cls: 1.2659, loss: 1.2659, grad_norm: 4.5746 2022-02-11 07:11:12,216 - mmaction - INFO - Epoch [246][120/940] lr: 4.000e-04, eta: 3:45:53, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.6746, top5_acc: 0.8500, loss_cls: 1.3597, loss: 1.3597, grad_norm: 4.7167 2022-02-11 07:11:35,643 - mmaction - INFO - Epoch [246][140/940] lr: 4.000e-04, eta: 3:45:26, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8535, loss_cls: 1.3188, loss: 1.3188, grad_norm: 4.6073 2022-02-11 07:11:59,173 - mmaction - INFO - Epoch [246][160/940] lr: 4.000e-04, eta: 3:44:59, time: 1.177, data_time: 0.050, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8650, loss_cls: 1.2875, loss: 1.2875, grad_norm: 4.6600 2022-02-11 07:12:22,595 - mmaction - INFO - Epoch [246][180/940] lr: 4.000e-04, eta: 3:44:33, time: 1.171, data_time: 0.054, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8502, loss_cls: 1.3485, loss: 1.3485, grad_norm: 4.6539 2022-02-11 07:12:46,103 - mmaction - INFO - Epoch [246][200/940] lr: 4.000e-04, eta: 3:44:06, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6965, top5_acc: 0.8629, loss_cls: 1.2757, loss: 1.2757, grad_norm: 4.5428 2022-02-11 07:13:09,591 - mmaction - INFO - Epoch [246][220/940] lr: 4.000e-04, eta: 3:43:39, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8586, loss_cls: 1.3183, loss: 1.3183, grad_norm: 4.6081 2022-02-11 07:13:33,060 - mmaction - INFO - Epoch [246][240/940] lr: 4.000e-04, eta: 3:43:13, time: 1.173, data_time: 0.049, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8645, loss_cls: 1.3103, loss: 1.3103, grad_norm: 4.6575 2022-02-11 07:13:56,576 - mmaction - INFO - Epoch [246][260/940] lr: 4.000e-04, eta: 3:42:46, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8660, loss_cls: 1.3007, loss: 1.3007, grad_norm: 4.7007 2022-02-11 07:14:20,182 - mmaction - INFO - Epoch [246][280/940] lr: 4.000e-04, eta: 3:42:19, time: 1.181, data_time: 0.053, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8600, loss_cls: 1.3336, loss: 1.3336, grad_norm: 4.7367 2022-02-11 07:14:43,766 - mmaction - INFO - Epoch [246][300/940] lr: 4.000e-04, eta: 3:41:53, time: 1.179, data_time: 0.061, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8553, loss_cls: 1.2913, loss: 1.2913, grad_norm: 4.6087 2022-02-11 07:15:07,233 - mmaction - INFO - Epoch [246][320/940] lr: 4.000e-04, eta: 3:41:26, time: 1.174, data_time: 0.054, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8627, loss_cls: 1.3052, loss: 1.3052, grad_norm: 4.6619 2022-02-11 07:15:30,661 - mmaction - INFO - Epoch [246][340/940] lr: 4.000e-04, eta: 3:40:59, time: 1.172, data_time: 0.058, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8504, loss_cls: 1.3497, loss: 1.3497, grad_norm: 4.6942 2022-02-11 07:15:54,243 - mmaction - INFO - Epoch [246][360/940] lr: 4.000e-04, eta: 3:40:33, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8678, loss_cls: 1.2779, loss: 1.2779, grad_norm: 4.5381 2022-02-11 07:16:17,822 - mmaction - INFO - Epoch [246][380/940] lr: 4.000e-04, eta: 3:40:06, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8631, loss_cls: 1.3058, loss: 1.3058, grad_norm: 4.6651 2022-02-11 07:16:41,398 - mmaction - INFO - Epoch [246][400/940] lr: 4.000e-04, eta: 3:39:39, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6916, top5_acc: 0.8666, loss_cls: 1.2865, loss: 1.2865, grad_norm: 4.6824 2022-02-11 07:17:05,025 - mmaction - INFO - Epoch [246][420/940] lr: 4.000e-04, eta: 3:39:13, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8609, loss_cls: 1.2942, loss: 1.2942, grad_norm: 4.6698 2022-02-11 07:17:28,512 - mmaction - INFO - Epoch [246][440/940] lr: 4.000e-04, eta: 3:38:46, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8521, loss_cls: 1.3463, loss: 1.3463, grad_norm: 4.6712 2022-02-11 07:17:51,995 - mmaction - INFO - Epoch [246][460/940] lr: 4.000e-04, eta: 3:38:19, time: 1.174, data_time: 0.063, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8551, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.6943 2022-02-11 07:18:15,572 - mmaction - INFO - Epoch [246][480/940] lr: 4.000e-04, eta: 3:37:53, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6955, top5_acc: 0.8623, loss_cls: 1.2700, loss: 1.2700, grad_norm: 4.5668 2022-02-11 07:18:39,116 - mmaction - INFO - Epoch [246][500/940] lr: 4.000e-04, eta: 3:37:26, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8584, loss_cls: 1.3150, loss: 1.3150, grad_norm: 4.6136 2022-02-11 07:19:02,637 - mmaction - INFO - Epoch [246][520/940] lr: 4.000e-04, eta: 3:37:00, time: 1.176, data_time: 0.052, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8498, loss_cls: 1.3566, loss: 1.3566, grad_norm: 4.6729 2022-02-11 07:19:26,246 - mmaction - INFO - Epoch [246][540/940] lr: 4.000e-04, eta: 3:36:33, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8580, loss_cls: 1.3216, loss: 1.3216, grad_norm: 4.6617 2022-02-11 07:19:49,967 - mmaction - INFO - Epoch [246][560/940] lr: 4.000e-04, eta: 3:36:06, time: 1.187, data_time: 0.065, memory: 9497, top1_acc: 0.6750, top5_acc: 0.8535, loss_cls: 1.3355, loss: 1.3355, grad_norm: 4.7238 2022-02-11 07:20:13,784 - mmaction - INFO - Epoch [246][580/940] lr: 4.000e-04, eta: 3:35:40, time: 1.190, data_time: 0.059, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8580, loss_cls: 1.3182, loss: 1.3182, grad_norm: 4.6429 2022-02-11 07:20:37,324 - mmaction - INFO - Epoch [246][600/940] lr: 4.000e-04, eta: 3:35:13, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8592, loss_cls: 1.3122, loss: 1.3122, grad_norm: 4.6987 2022-02-11 07:21:00,973 - mmaction - INFO - Epoch [246][620/940] lr: 4.000e-04, eta: 3:34:46, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.6803, top5_acc: 0.8545, loss_cls: 1.3458, loss: 1.3458, grad_norm: 4.7358 2022-02-11 07:21:24,553 - mmaction - INFO - Epoch [246][640/940] lr: 4.000e-04, eta: 3:34:20, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6830, top5_acc: 0.8586, loss_cls: 1.3099, loss: 1.3099, grad_norm: 4.6348 2022-02-11 07:21:48,086 - mmaction - INFO - Epoch [246][660/940] lr: 4.000e-04, eta: 3:33:53, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8496, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.6218 2022-02-11 07:22:11,558 - mmaction - INFO - Epoch [246][680/940] lr: 4.000e-04, eta: 3:33:26, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8625, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.6517 2022-02-11 07:22:35,004 - mmaction - INFO - Epoch [246][700/940] lr: 4.000e-04, eta: 3:33:00, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8594, loss_cls: 1.3128, loss: 1.3128, grad_norm: 4.6714 2022-02-11 07:22:58,547 - mmaction - INFO - Epoch [246][720/940] lr: 4.000e-04, eta: 3:32:33, time: 1.177, data_time: 0.060, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8600, loss_cls: 1.3058, loss: 1.3058, grad_norm: 4.5899 2022-02-11 07:23:22,289 - mmaction - INFO - Epoch [246][740/940] lr: 4.000e-04, eta: 3:32:07, time: 1.187, data_time: 0.058, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3545, loss: 1.3545, grad_norm: 4.7504 2022-02-11 07:23:45,868 - mmaction - INFO - Epoch [246][760/940] lr: 4.000e-04, eta: 3:31:40, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8596, loss_cls: 1.3419, loss: 1.3419, grad_norm: 4.6841 2022-02-11 07:24:09,459 - mmaction - INFO - Epoch [246][780/940] lr: 4.000e-04, eta: 3:31:13, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8625, loss_cls: 1.3100, loss: 1.3100, grad_norm: 4.6291 2022-02-11 07:24:33,118 - mmaction - INFO - Epoch [246][800/940] lr: 4.000e-04, eta: 3:30:47, time: 1.183, data_time: 0.059, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8600, loss_cls: 1.3087, loss: 1.3087, grad_norm: 4.6230 2022-02-11 07:24:56,761 - mmaction - INFO - Epoch [246][820/940] lr: 4.000e-04, eta: 3:30:20, time: 1.183, data_time: 0.056, memory: 9497, top1_acc: 0.6951, top5_acc: 0.8619, loss_cls: 1.2770, loss: 1.2770, grad_norm: 4.6265 2022-02-11 07:25:20,263 - mmaction - INFO - Epoch [246][840/940] lr: 4.000e-04, eta: 3:29:53, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.6912, top5_acc: 0.8629, loss_cls: 1.2859, loss: 1.2859, grad_norm: 4.5357 2022-02-11 07:25:43,848 - mmaction - INFO - Epoch [246][860/940] lr: 4.000e-04, eta: 3:29:27, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8689, loss_cls: 1.2766, loss: 1.2766, grad_norm: 4.6479 2022-02-11 07:26:07,364 - mmaction - INFO - Epoch [246][880/940] lr: 4.000e-04, eta: 3:29:00, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8547, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.6666 2022-02-11 07:26:30,803 - mmaction - INFO - Epoch [246][900/940] lr: 4.000e-04, eta: 3:28:33, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.6918, top5_acc: 0.8648, loss_cls: 1.2879, loss: 1.2879, grad_norm: 4.5374 2022-02-11 07:26:54,431 - mmaction - INFO - Epoch [246][920/940] lr: 4.000e-04, eta: 3:28:07, time: 1.182, data_time: 0.064, memory: 9497, top1_acc: 0.6918, top5_acc: 0.8596, loss_cls: 1.3179, loss: 1.3179, grad_norm: 4.6009 2022-02-11 07:27:16,802 - mmaction - INFO - Epoch [246][940/940] lr: 4.000e-04, eta: 3:27:40, time: 1.119, data_time: 0.055, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8636, loss_cls: 1.3064, loss: 1.3064, grad_norm: 4.5725 2022-02-11 07:30:06,881 - mmaction - INFO - Epoch [247][20/940] lr: 4.000e-04, eta: 3:27:19, time: 8.237, data_time: 6.658, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.2921, loss: 1.2921, grad_norm: 4.5004 2022-02-11 07:30:29,938 - mmaction - INFO - Epoch [247][40/940] lr: 4.000e-04, eta: 3:26:53, time: 1.153, data_time: 0.046, memory: 9497, top1_acc: 0.6949, top5_acc: 0.8648, loss_cls: 1.2798, loss: 1.2798, grad_norm: 4.6142 2022-02-11 07:30:53,077 - mmaction - INFO - Epoch [247][60/940] lr: 4.000e-04, eta: 3:26:26, time: 1.156, data_time: 0.042, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8529, loss_cls: 1.3538, loss: 1.3538, grad_norm: 4.7337 2022-02-11 07:31:16,427 - mmaction - INFO - Epoch [247][80/940] lr: 4.000e-04, eta: 3:25:59, time: 1.167, data_time: 0.044, memory: 9497, top1_acc: 0.6920, top5_acc: 0.8609, loss_cls: 1.2819, loss: 1.2819, grad_norm: 4.5900 2022-02-11 07:31:39,804 - mmaction - INFO - Epoch [247][100/940] lr: 4.000e-04, eta: 3:25:33, time: 1.169, data_time: 0.046, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8592, loss_cls: 1.3017, loss: 1.3017, grad_norm: 4.6036 2022-02-11 07:32:03,245 - mmaction - INFO - Epoch [247][120/940] lr: 4.000e-04, eta: 3:25:06, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8637, loss_cls: 1.2876, loss: 1.2876, grad_norm: 4.5546 2022-02-11 07:32:26,645 - mmaction - INFO - Epoch [247][140/940] lr: 4.000e-04, eta: 3:24:39, time: 1.170, data_time: 0.056, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8551, loss_cls: 1.3345, loss: 1.3345, grad_norm: 4.6611 2022-02-11 07:32:50,102 - mmaction - INFO - Epoch [247][160/940] lr: 4.000e-04, eta: 3:24:13, time: 1.173, data_time: 0.054, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8631, loss_cls: 1.2835, loss: 1.2835, grad_norm: 4.6643 2022-02-11 07:33:13,549 - mmaction - INFO - Epoch [247][180/940] lr: 4.000e-04, eta: 3:23:46, time: 1.172, data_time: 0.061, memory: 9497, top1_acc: 0.6781, top5_acc: 0.8561, loss_cls: 1.3465, loss: 1.3465, grad_norm: 4.6798 2022-02-11 07:33:37,066 - mmaction - INFO - Epoch [247][200/940] lr: 4.000e-04, eta: 3:23:19, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8674, loss_cls: 1.2818, loss: 1.2818, grad_norm: 4.7022 2022-02-11 07:34:00,435 - mmaction - INFO - Epoch [247][220/940] lr: 4.000e-04, eta: 3:22:53, time: 1.168, data_time: 0.055, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8557, loss_cls: 1.3090, loss: 1.3090, grad_norm: 4.6364 2022-02-11 07:34:23,911 - mmaction - INFO - Epoch [247][240/940] lr: 4.000e-04, eta: 3:22:26, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8607, loss_cls: 1.2970, loss: 1.2970, grad_norm: 4.6370 2022-02-11 07:34:47,440 - mmaction - INFO - Epoch [247][260/940] lr: 4.000e-04, eta: 3:21:59, time: 1.176, data_time: 0.056, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.3149, loss: 1.3149, grad_norm: 4.6482 2022-02-11 07:35:10,888 - mmaction - INFO - Epoch [247][280/940] lr: 4.000e-04, eta: 3:21:33, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8635, loss_cls: 1.3079, loss: 1.3079, grad_norm: 4.5932 2022-02-11 07:35:34,296 - mmaction - INFO - Epoch [247][300/940] lr: 4.000e-04, eta: 3:21:06, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8697, loss_cls: 1.2795, loss: 1.2795, grad_norm: 4.6811 2022-02-11 07:35:57,843 - mmaction - INFO - Epoch [247][320/940] lr: 4.000e-04, eta: 3:20:40, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8561, loss_cls: 1.3148, loss: 1.3148, grad_norm: 4.6200 2022-02-11 07:36:21,380 - mmaction - INFO - Epoch [247][340/940] lr: 4.000e-04, eta: 3:20:13, time: 1.177, data_time: 0.063, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8576, loss_cls: 1.3394, loss: 1.3394, grad_norm: 4.7060 2022-02-11 07:36:45,017 - mmaction - INFO - Epoch [247][360/940] lr: 4.000e-04, eta: 3:19:46, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8590, loss_cls: 1.3057, loss: 1.3057, grad_norm: 4.6131 2022-02-11 07:37:08,597 - mmaction - INFO - Epoch [247][380/940] lr: 4.000e-04, eta: 3:19:20, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8592, loss_cls: 1.3080, loss: 1.3080, grad_norm: 4.6127 2022-02-11 07:37:32,185 - mmaction - INFO - Epoch [247][400/940] lr: 4.000e-04, eta: 3:18:53, time: 1.179, data_time: 0.051, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8564, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.5917 2022-02-11 07:37:55,766 - mmaction - INFO - Epoch [247][420/940] lr: 4.000e-04, eta: 3:18:26, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8609, loss_cls: 1.3051, loss: 1.3051, grad_norm: 4.6620 2022-02-11 07:38:19,321 - mmaction - INFO - Epoch [247][440/940] lr: 4.000e-04, eta: 3:18:00, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8549, loss_cls: 1.3303, loss: 1.3303, grad_norm: 4.6530 2022-02-11 07:38:42,699 - mmaction - INFO - Epoch [247][460/940] lr: 4.000e-04, eta: 3:17:33, time: 1.168, data_time: 0.054, memory: 9497, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2857, loss: 1.2857, grad_norm: 4.5986 2022-02-11 07:39:06,259 - mmaction - INFO - Epoch [247][480/940] lr: 4.000e-04, eta: 3:17:06, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6963, top5_acc: 0.8660, loss_cls: 1.2711, loss: 1.2711, grad_norm: 4.5349 2022-02-11 07:39:29,885 - mmaction - INFO - Epoch [247][500/940] lr: 4.000e-04, eta: 3:16:40, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6918, top5_acc: 0.8609, loss_cls: 1.3027, loss: 1.3027, grad_norm: 4.6218 2022-02-11 07:39:53,421 - mmaction - INFO - Epoch [247][520/940] lr: 4.000e-04, eta: 3:16:13, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8629, loss_cls: 1.2789, loss: 1.2789, grad_norm: 4.5051 2022-02-11 07:40:16,898 - mmaction - INFO - Epoch [247][540/940] lr: 4.000e-04, eta: 3:15:47, time: 1.173, data_time: 0.059, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8588, loss_cls: 1.3308, loss: 1.3308, grad_norm: 4.6676 2022-02-11 07:40:40,619 - mmaction - INFO - Epoch [247][560/940] lr: 4.000e-04, eta: 3:15:20, time: 1.186, data_time: 0.064, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8645, loss_cls: 1.2836, loss: 1.2836, grad_norm: 4.6170 2022-02-11 07:41:04,211 - mmaction - INFO - Epoch [247][580/940] lr: 4.000e-04, eta: 3:14:53, time: 1.180, data_time: 0.063, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8668, loss_cls: 1.2891, loss: 1.2891, grad_norm: 4.6450 2022-02-11 07:41:27,679 - mmaction - INFO - Epoch [247][600/940] lr: 4.000e-04, eta: 3:14:27, time: 1.173, data_time: 0.057, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8590, loss_cls: 1.3439, loss: 1.3439, grad_norm: 4.6862 2022-02-11 07:41:51,205 - mmaction - INFO - Epoch [247][620/940] lr: 4.000e-04, eta: 3:14:00, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8609, loss_cls: 1.2979, loss: 1.2979, grad_norm: 4.5591 2022-02-11 07:42:14,846 - mmaction - INFO - Epoch [247][640/940] lr: 4.000e-04, eta: 3:13:33, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6727, top5_acc: 0.8510, loss_cls: 1.3654, loss: 1.3654, grad_norm: 4.7522 2022-02-11 07:42:38,434 - mmaction - INFO - Epoch [247][660/940] lr: 4.000e-04, eta: 3:13:07, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8557, loss_cls: 1.3219, loss: 1.3219, grad_norm: 4.6143 2022-02-11 07:43:02,007 - mmaction - INFO - Epoch [247][680/940] lr: 4.000e-04, eta: 3:12:40, time: 1.179, data_time: 0.063, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8705, loss_cls: 1.2845, loss: 1.2845, grad_norm: 4.6882 2022-02-11 07:43:25,596 - mmaction - INFO - Epoch [247][700/940] lr: 4.000e-04, eta: 3:12:14, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8615, loss_cls: 1.3335, loss: 1.3335, grad_norm: 4.7319 2022-02-11 07:43:49,056 - mmaction - INFO - Epoch [247][720/940] lr: 4.000e-04, eta: 3:11:47, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8572, loss_cls: 1.3146, loss: 1.3146, grad_norm: 4.6568 2022-02-11 07:44:12,661 - mmaction - INFO - Epoch [247][740/940] lr: 4.000e-04, eta: 3:11:20, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6715, top5_acc: 0.8588, loss_cls: 1.3374, loss: 1.3374, grad_norm: 4.7505 2022-02-11 07:44:36,203 - mmaction - INFO - Epoch [247][760/940] lr: 4.000e-04, eta: 3:10:54, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.6912, top5_acc: 0.8674, loss_cls: 1.2796, loss: 1.2796, grad_norm: 4.6768 2022-02-11 07:44:59,676 - mmaction - INFO - Epoch [247][780/940] lr: 4.000e-04, eta: 3:10:27, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.6721, top5_acc: 0.8490, loss_cls: 1.3459, loss: 1.3459, grad_norm: 4.6887 2022-02-11 07:45:23,433 - mmaction - INFO - Epoch [247][800/940] lr: 4.000e-04, eta: 3:10:00, time: 1.188, data_time: 0.064, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8576, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.6643 2022-02-11 07:45:47,197 - mmaction - INFO - Epoch [247][820/940] lr: 4.000e-04, eta: 3:09:34, time: 1.188, data_time: 0.056, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8553, loss_cls: 1.3198, loss: 1.3198, grad_norm: 4.6139 2022-02-11 07:46:10,759 - mmaction - INFO - Epoch [247][840/940] lr: 4.000e-04, eta: 3:09:07, time: 1.178, data_time: 0.059, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8658, loss_cls: 1.3007, loss: 1.3007, grad_norm: 4.6352 2022-02-11 07:46:34,435 - mmaction - INFO - Epoch [247][860/940] lr: 4.000e-04, eta: 3:08:41, time: 1.184, data_time: 0.062, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8586, loss_cls: 1.3098, loss: 1.3098, grad_norm: 4.6256 2022-02-11 07:46:58,136 - mmaction - INFO - Epoch [247][880/940] lr: 4.000e-04, eta: 3:08:14, time: 1.185, data_time: 0.058, memory: 9497, top1_acc: 0.6920, top5_acc: 0.8596, loss_cls: 1.3033, loss: 1.3033, grad_norm: 4.6572 2022-02-11 07:47:21,765 - mmaction - INFO - Epoch [247][900/940] lr: 4.000e-04, eta: 3:07:47, time: 1.181, data_time: 0.065, memory: 9497, top1_acc: 0.6975, top5_acc: 0.8635, loss_cls: 1.2793, loss: 1.2793, grad_norm: 4.5713 2022-02-11 07:47:45,419 - mmaction - INFO - Epoch [247][920/940] lr: 4.000e-04, eta: 3:07:21, time: 1.183, data_time: 0.061, memory: 9497, top1_acc: 0.6973, top5_acc: 0.8754, loss_cls: 1.2514, loss: 1.2514, grad_norm: 4.5804 2022-02-11 07:48:07,789 - mmaction - INFO - Epoch [247][940/940] lr: 4.000e-04, eta: 3:06:54, time: 1.119, data_time: 0.069, memory: 9497, top1_acc: 0.6843, top5_acc: 0.8592, loss_cls: 1.3301, loss: 1.3301, grad_norm: 4.7372 2022-02-11 07:50:50,779 - mmaction - INFO - Epoch [248][20/940] lr: 4.000e-04, eta: 3:06:32, time: 8.020, data_time: 6.074, memory: 9497, top1_acc: 0.6908, top5_acc: 0.8574, loss_cls: 1.3078, loss: 1.3078, grad_norm: 4.6268 2022-02-11 07:51:13,880 - mmaction - INFO - Epoch [248][40/940] lr: 4.000e-04, eta: 3:06:06, time: 1.155, data_time: 0.048, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8678, loss_cls: 1.2748, loss: 1.2748, grad_norm: 4.6713 2022-02-11 07:51:37,251 - mmaction - INFO - Epoch [248][60/940] lr: 4.000e-04, eta: 3:05:39, time: 1.168, data_time: 0.041, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8553, loss_cls: 1.3250, loss: 1.3250, grad_norm: 4.6874 2022-02-11 07:52:00,538 - mmaction - INFO - Epoch [248][80/940] lr: 4.000e-04, eta: 3:05:12, time: 1.164, data_time: 0.045, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8615, loss_cls: 1.2972, loss: 1.2972, grad_norm: 4.6443 2022-02-11 07:52:23,805 - mmaction - INFO - Epoch [248][100/940] lr: 4.000e-04, eta: 3:04:46, time: 1.164, data_time: 0.043, memory: 9497, top1_acc: 0.6939, top5_acc: 0.8660, loss_cls: 1.2653, loss: 1.2653, grad_norm: 4.5629 2022-02-11 07:52:47,143 - mmaction - INFO - Epoch [248][120/940] lr: 4.000e-04, eta: 3:04:19, time: 1.167, data_time: 0.047, memory: 9497, top1_acc: 0.7006, top5_acc: 0.8650, loss_cls: 1.2723, loss: 1.2723, grad_norm: 4.5584 2022-02-11 07:53:10,487 - mmaction - INFO - Epoch [248][140/940] lr: 4.000e-04, eta: 3:03:53, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8582, loss_cls: 1.3066, loss: 1.3066, grad_norm: 4.6433 2022-02-11 07:53:33,967 - mmaction - INFO - Epoch [248][160/940] lr: 4.000e-04, eta: 3:03:26, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8572, loss_cls: 1.3170, loss: 1.3170, grad_norm: 4.6734 2022-02-11 07:53:57,431 - mmaction - INFO - Epoch [248][180/940] lr: 4.000e-04, eta: 3:02:59, time: 1.173, data_time: 0.056, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8520, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.7300 2022-02-11 07:54:20,948 - mmaction - INFO - Epoch [248][200/940] lr: 4.000e-04, eta: 3:02:33, time: 1.176, data_time: 0.047, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8529, loss_cls: 1.3432, loss: 1.3432, grad_norm: 4.6828 2022-02-11 07:54:44,427 - mmaction - INFO - Epoch [248][220/940] lr: 4.000e-04, eta: 3:02:06, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8611, loss_cls: 1.3199, loss: 1.3199, grad_norm: 4.6941 2022-02-11 07:55:07,883 - mmaction - INFO - Epoch [248][240/940] lr: 4.000e-04, eta: 3:01:39, time: 1.173, data_time: 0.050, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8590, loss_cls: 1.3332, loss: 1.3332, grad_norm: 4.7074 2022-02-11 07:55:31,492 - mmaction - INFO - Epoch [248][260/940] lr: 4.000e-04, eta: 3:01:13, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6908, top5_acc: 0.8633, loss_cls: 1.2918, loss: 1.2918, grad_norm: 4.6715 2022-02-11 07:55:55,071 - mmaction - INFO - Epoch [248][280/940] lr: 4.000e-04, eta: 3:00:46, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8639, loss_cls: 1.3152, loss: 1.3152, grad_norm: 4.6188 2022-02-11 07:56:18,666 - mmaction - INFO - Epoch [248][300/940] lr: 4.000e-04, eta: 3:00:20, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.6941, top5_acc: 0.8637, loss_cls: 1.2820, loss: 1.2820, grad_norm: 4.6535 2022-02-11 07:56:42,331 - mmaction - INFO - Epoch [248][320/940] lr: 4.000e-04, eta: 2:59:53, time: 1.183, data_time: 0.057, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8676, loss_cls: 1.2947, loss: 1.2947, grad_norm: 4.6781 2022-02-11 07:57:05,900 - mmaction - INFO - Epoch [248][340/940] lr: 4.000e-04, eta: 2:59:26, time: 1.179, data_time: 0.050, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8609, loss_cls: 1.3073, loss: 1.3073, grad_norm: 4.7286 2022-02-11 07:57:29,401 - mmaction - INFO - Epoch [248][360/940] lr: 4.000e-04, eta: 2:59:00, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8699, loss_cls: 1.2899, loss: 1.2899, grad_norm: 4.6469 2022-02-11 07:57:53,145 - mmaction - INFO - Epoch [248][380/940] lr: 4.000e-04, eta: 2:58:33, time: 1.187, data_time: 0.053, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8596, loss_cls: 1.3261, loss: 1.3261, grad_norm: 4.6235 2022-02-11 07:58:16,683 - mmaction - INFO - Epoch [248][400/940] lr: 4.000e-04, eta: 2:58:06, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8562, loss_cls: 1.3474, loss: 1.3474, grad_norm: 4.6190 2022-02-11 07:58:40,221 - mmaction - INFO - Epoch [248][420/940] lr: 4.000e-04, eta: 2:57:40, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6959, top5_acc: 0.8645, loss_cls: 1.2849, loss: 1.2849, grad_norm: 4.5795 2022-02-11 07:59:03,825 - mmaction - INFO - Epoch [248][440/940] lr: 4.000e-04, eta: 2:57:13, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8639, loss_cls: 1.2894, loss: 1.2894, grad_norm: 4.6237 2022-02-11 07:59:27,371 - mmaction - INFO - Epoch [248][460/940] lr: 4.000e-04, eta: 2:56:47, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6961, top5_acc: 0.8660, loss_cls: 1.2923, loss: 1.2923, grad_norm: 4.6438 2022-02-11 07:59:50,870 - mmaction - INFO - Epoch [248][480/940] lr: 4.000e-04, eta: 2:56:20, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8504, loss_cls: 1.3476, loss: 1.3476, grad_norm: 4.7702 2022-02-11 08:00:14,463 - mmaction - INFO - Epoch [248][500/940] lr: 4.000e-04, eta: 2:55:53, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8598, loss_cls: 1.3069, loss: 1.3069, grad_norm: 4.5997 2022-02-11 08:00:38,029 - mmaction - INFO - Epoch [248][520/940] lr: 4.000e-04, eta: 2:55:27, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8572, loss_cls: 1.3086, loss: 1.3086, grad_norm: 4.7316 2022-02-11 08:01:01,668 - mmaction - INFO - Epoch [248][540/940] lr: 4.000e-04, eta: 2:55:00, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8592, loss_cls: 1.3416, loss: 1.3416, grad_norm: 4.7338 2022-02-11 08:01:25,265 - mmaction - INFO - Epoch [248][560/940] lr: 4.000e-04, eta: 2:54:33, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8646, loss_cls: 1.3029, loss: 1.3029, grad_norm: 4.7057 2022-02-11 08:01:48,925 - mmaction - INFO - Epoch [248][580/940] lr: 4.000e-04, eta: 2:54:07, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8588, loss_cls: 1.3133, loss: 1.3133, grad_norm: 4.6400 2022-02-11 08:02:12,479 - mmaction - INFO - Epoch [248][600/940] lr: 4.000e-04, eta: 2:53:40, time: 1.179, data_time: 0.063, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8555, loss_cls: 1.3294, loss: 1.3294, grad_norm: 4.7001 2022-02-11 08:02:35,951 - mmaction - INFO - Epoch [248][620/940] lr: 4.000e-04, eta: 2:53:14, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8551, loss_cls: 1.3164, loss: 1.3164, grad_norm: 4.6607 2022-02-11 08:02:59,515 - mmaction - INFO - Epoch [248][640/940] lr: 4.000e-04, eta: 2:52:47, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8582, loss_cls: 1.3038, loss: 1.3038, grad_norm: 4.6112 2022-02-11 08:03:22,952 - mmaction - INFO - Epoch [248][660/940] lr: 4.000e-04, eta: 2:52:20, time: 1.172, data_time: 0.055, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8473, loss_cls: 1.3904, loss: 1.3904, grad_norm: 4.7636 2022-02-11 08:03:46,477 - mmaction - INFO - Epoch [248][680/940] lr: 4.000e-04, eta: 2:51:54, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6914, top5_acc: 0.8598, loss_cls: 1.2959, loss: 1.2959, grad_norm: 4.6364 2022-02-11 08:04:09,980 - mmaction - INFO - Epoch [248][700/940] lr: 4.000e-04, eta: 2:51:27, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6984, top5_acc: 0.8682, loss_cls: 1.2454, loss: 1.2454, grad_norm: 4.5709 2022-02-11 08:04:33,620 - mmaction - INFO - Epoch [248][720/940] lr: 4.000e-04, eta: 2:51:01, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8580, loss_cls: 1.3257, loss: 1.3257, grad_norm: 4.6740 2022-02-11 08:04:57,254 - mmaction - INFO - Epoch [248][740/940] lr: 4.000e-04, eta: 2:50:34, time: 1.182, data_time: 0.055, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8561, loss_cls: 1.3038, loss: 1.3038, grad_norm: 4.6799 2022-02-11 08:05:20,947 - mmaction - INFO - Epoch [248][760/940] lr: 4.000e-04, eta: 2:50:07, time: 1.185, data_time: 0.059, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8572, loss_cls: 1.3120, loss: 1.3120, grad_norm: 4.6788 2022-02-11 08:05:44,438 - mmaction - INFO - Epoch [248][780/940] lr: 4.000e-04, eta: 2:49:41, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8584, loss_cls: 1.3445, loss: 1.3445, grad_norm: 4.6573 2022-02-11 08:06:08,036 - mmaction - INFO - Epoch [248][800/940] lr: 4.000e-04, eta: 2:49:14, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8564, loss_cls: 1.3209, loss: 1.3209, grad_norm: 4.7864 2022-02-11 08:06:31,561 - mmaction - INFO - Epoch [248][820/940] lr: 4.000e-04, eta: 2:48:48, time: 1.177, data_time: 0.065, memory: 9497, top1_acc: 0.6961, top5_acc: 0.8689, loss_cls: 1.2567, loss: 1.2567, grad_norm: 4.6149 2022-02-11 08:06:55,151 - mmaction - INFO - Epoch [248][840/940] lr: 4.000e-04, eta: 2:48:21, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.7023 2022-02-11 08:07:18,672 - mmaction - INFO - Epoch [248][860/940] lr: 4.000e-04, eta: 2:47:54, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6920, top5_acc: 0.8602, loss_cls: 1.2997, loss: 1.2997, grad_norm: 4.7112 2022-02-11 08:07:42,132 - mmaction - INFO - Epoch [248][880/940] lr: 4.000e-04, eta: 2:47:28, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8605, loss_cls: 1.3272, loss: 1.3272, grad_norm: 4.7225 2022-02-11 08:08:05,666 - mmaction - INFO - Epoch [248][900/940] lr: 4.000e-04, eta: 2:47:01, time: 1.177, data_time: 0.049, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8639, loss_cls: 1.3136, loss: 1.3136, grad_norm: 4.7257 2022-02-11 08:08:29,196 - mmaction - INFO - Epoch [248][920/940] lr: 4.000e-04, eta: 2:46:34, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8500, loss_cls: 1.3675, loss: 1.3675, grad_norm: 4.7455 2022-02-11 08:08:51,629 - mmaction - INFO - Epoch [248][940/940] lr: 4.000e-04, eta: 2:46:08, time: 1.122, data_time: 0.061, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8616, loss_cls: 1.3049, loss: 1.3049, grad_norm: 4.6925 2022-02-11 08:11:13,803 - mmaction - INFO - Epoch [249][20/940] lr: 4.000e-04, eta: 2:45:45, time: 6.993, data_time: 5.617, memory: 9497, top1_acc: 0.6918, top5_acc: 0.8676, loss_cls: 1.2632, loss: 1.2632, grad_norm: 4.6359 2022-02-11 08:11:36,855 - mmaction - INFO - Epoch [249][40/940] lr: 4.000e-04, eta: 2:45:18, time: 1.153, data_time: 0.050, memory: 9497, top1_acc: 0.6900, top5_acc: 0.8582, loss_cls: 1.3209, loss: 1.3209, grad_norm: 4.6654 2022-02-11 08:12:00,052 - mmaction - INFO - Epoch [249][60/940] lr: 4.000e-04, eta: 2:44:52, time: 1.160, data_time: 0.046, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8609, loss_cls: 1.2924, loss: 1.2924, grad_norm: 4.5695 2022-02-11 08:12:23,277 - mmaction - INFO - Epoch [249][80/940] lr: 4.000e-04, eta: 2:44:25, time: 1.161, data_time: 0.045, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8551, loss_cls: 1.3153, loss: 1.3153, grad_norm: 4.7117 2022-02-11 08:12:46,607 - mmaction - INFO - Epoch [249][100/940] lr: 4.000e-04, eta: 2:43:58, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.2833, loss: 1.2833, grad_norm: 4.7575 2022-02-11 08:13:09,908 - mmaction - INFO - Epoch [249][120/940] lr: 4.000e-04, eta: 2:43:32, time: 1.165, data_time: 0.054, memory: 9497, top1_acc: 0.6900, top5_acc: 0.8611, loss_cls: 1.3027, loss: 1.3027, grad_norm: 4.6291 2022-02-11 08:13:33,259 - mmaction - INFO - Epoch [249][140/940] lr: 4.000e-04, eta: 2:43:05, time: 1.167, data_time: 0.054, memory: 9497, top1_acc: 0.6801, top5_acc: 0.8574, loss_cls: 1.3430, loss: 1.3430, grad_norm: 4.7310 2022-02-11 08:13:56,703 - mmaction - INFO - Epoch [249][160/940] lr: 4.000e-04, eta: 2:42:39, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8537, loss_cls: 1.3465, loss: 1.3465, grad_norm: 4.6762 2022-02-11 08:14:20,204 - mmaction - INFO - Epoch [249][180/940] lr: 4.000e-04, eta: 2:42:12, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3261, loss: 1.3261, grad_norm: 4.7822 2022-02-11 08:14:43,663 - mmaction - INFO - Epoch [249][200/940] lr: 4.000e-04, eta: 2:41:45, time: 1.173, data_time: 0.055, memory: 9497, top1_acc: 0.6967, top5_acc: 0.8627, loss_cls: 1.3077, loss: 1.3077, grad_norm: 4.6820 2022-02-11 08:15:07,161 - mmaction - INFO - Epoch [249][220/940] lr: 4.000e-04, eta: 2:41:19, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8627, loss_cls: 1.2982, loss: 1.2982, grad_norm: 4.6291 2022-02-11 08:15:30,712 - mmaction - INFO - Epoch [249][240/940] lr: 4.000e-04, eta: 2:40:52, time: 1.178, data_time: 0.053, memory: 9497, top1_acc: 0.6764, top5_acc: 0.8566, loss_cls: 1.3456, loss: 1.3456, grad_norm: 4.7840 2022-02-11 08:15:54,313 - mmaction - INFO - Epoch [249][260/940] lr: 4.000e-04, eta: 2:40:26, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3406, loss: 1.3406, grad_norm: 4.7129 2022-02-11 08:16:17,806 - mmaction - INFO - Epoch [249][280/940] lr: 4.000e-04, eta: 2:39:59, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8609, loss_cls: 1.3060, loss: 1.3060, grad_norm: 4.6636 2022-02-11 08:16:41,416 - mmaction - INFO - Epoch [249][300/940] lr: 4.000e-04, eta: 2:39:32, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8594, loss_cls: 1.3020, loss: 1.3020, grad_norm: 4.6473 2022-02-11 08:17:04,956 - mmaction - INFO - Epoch [249][320/940] lr: 4.000e-04, eta: 2:39:06, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8598, loss_cls: 1.2996, loss: 1.2996, grad_norm: 4.6685 2022-02-11 08:17:28,570 - mmaction - INFO - Epoch [249][340/940] lr: 4.000e-04, eta: 2:38:39, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6937, top5_acc: 0.8709, loss_cls: 1.2727, loss: 1.2727, grad_norm: 4.5819 2022-02-11 08:17:52,045 - mmaction - INFO - Epoch [249][360/940] lr: 4.000e-04, eta: 2:38:12, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8691, loss_cls: 1.2833, loss: 1.2833, grad_norm: 4.6515 2022-02-11 08:18:15,688 - mmaction - INFO - Epoch [249][380/940] lr: 4.000e-04, eta: 2:37:46, time: 1.183, data_time: 0.062, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8584, loss_cls: 1.3170, loss: 1.3170, grad_norm: 4.6015 2022-02-11 08:18:39,256 - mmaction - INFO - Epoch [249][400/940] lr: 4.000e-04, eta: 2:37:19, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6961, top5_acc: 0.8633, loss_cls: 1.2799, loss: 1.2799, grad_norm: 4.6376 2022-02-11 08:19:02,934 - mmaction - INFO - Epoch [249][420/940] lr: 4.000e-04, eta: 2:36:53, time: 1.184, data_time: 0.056, memory: 9497, top1_acc: 0.6979, top5_acc: 0.8592, loss_cls: 1.3046, loss: 1.3046, grad_norm: 4.6656 2022-02-11 08:19:26,504 - mmaction - INFO - Epoch [249][440/940] lr: 4.000e-04, eta: 2:36:26, time: 1.178, data_time: 0.062, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8596, loss_cls: 1.3150, loss: 1.3150, grad_norm: 4.7388 2022-02-11 08:19:50,148 - mmaction - INFO - Epoch [249][460/940] lr: 4.000e-04, eta: 2:35:59, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.2779, loss: 1.2779, grad_norm: 4.5943 2022-02-11 08:20:13,687 - mmaction - INFO - Epoch [249][480/940] lr: 4.000e-04, eta: 2:35:33, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8646, loss_cls: 1.3078, loss: 1.3078, grad_norm: 4.7512 2022-02-11 08:20:37,177 - mmaction - INFO - Epoch [249][500/940] lr: 4.000e-04, eta: 2:35:06, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8637, loss_cls: 1.2911, loss: 1.2911, grad_norm: 4.6297 2022-02-11 08:21:00,655 - mmaction - INFO - Epoch [249][520/940] lr: 4.000e-04, eta: 2:34:40, time: 1.174, data_time: 0.060, memory: 9497, top1_acc: 0.6937, top5_acc: 0.8605, loss_cls: 1.2767, loss: 1.2767, grad_norm: 4.5972 2022-02-11 08:21:24,149 - mmaction - INFO - Epoch [249][540/940] lr: 4.000e-04, eta: 2:34:13, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8525, loss_cls: 1.3483, loss: 1.3483, grad_norm: 4.7710 2022-02-11 08:21:47,718 - mmaction - INFO - Epoch [249][560/940] lr: 4.000e-04, eta: 2:33:46, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8637, loss_cls: 1.2770, loss: 1.2770, grad_norm: 4.6912 2022-02-11 08:22:11,201 - mmaction - INFO - Epoch [249][580/940] lr: 4.000e-04, eta: 2:33:20, time: 1.174, data_time: 0.061, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8551, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.6796 2022-02-11 08:22:34,640 - mmaction - INFO - Epoch [249][600/940] lr: 4.000e-04, eta: 2:32:53, time: 1.172, data_time: 0.060, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8584, loss_cls: 1.2999, loss: 1.2999, grad_norm: 4.5739 2022-02-11 08:22:58,175 - mmaction - INFO - Epoch [249][620/940] lr: 4.000e-04, eta: 2:32:27, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8588, loss_cls: 1.3158, loss: 1.3158, grad_norm: 4.7705 2022-02-11 08:23:21,710 - mmaction - INFO - Epoch [249][640/940] lr: 4.000e-04, eta: 2:32:00, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8627, loss_cls: 1.2921, loss: 1.2921, grad_norm: 4.6662 2022-02-11 08:23:45,325 - mmaction - INFO - Epoch [249][660/940] lr: 4.000e-04, eta: 2:31:33, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8561, loss_cls: 1.3218, loss: 1.3218, grad_norm: 4.6689 2022-02-11 08:24:08,821 - mmaction - INFO - Epoch [249][680/940] lr: 4.000e-04, eta: 2:31:07, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6963, top5_acc: 0.8637, loss_cls: 1.2957, loss: 1.2957, grad_norm: 4.6055 2022-02-11 08:24:32,369 - mmaction - INFO - Epoch [249][700/940] lr: 4.000e-04, eta: 2:30:40, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8549, loss_cls: 1.3258, loss: 1.3258, grad_norm: 4.6698 2022-02-11 08:24:56,076 - mmaction - INFO - Epoch [249][720/940] lr: 4.000e-04, eta: 2:30:14, time: 1.185, data_time: 0.064, memory: 9497, top1_acc: 0.6930, top5_acc: 0.8619, loss_cls: 1.2869, loss: 1.2869, grad_norm: 4.5766 2022-02-11 08:25:19,679 - mmaction - INFO - Epoch [249][740/940] lr: 4.000e-04, eta: 2:29:47, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6742, top5_acc: 0.8568, loss_cls: 1.3439, loss: 1.3439, grad_norm: 4.7253 2022-02-11 08:25:43,327 - mmaction - INFO - Epoch [249][760/940] lr: 4.000e-04, eta: 2:29:20, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.2907, loss: 1.2907, grad_norm: 4.6493 2022-02-11 08:26:06,932 - mmaction - INFO - Epoch [249][780/940] lr: 4.000e-04, eta: 2:28:54, time: 1.181, data_time: 0.057, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8594, loss_cls: 1.3073, loss: 1.3073, grad_norm: 4.6570 2022-02-11 08:26:30,523 - mmaction - INFO - Epoch [249][800/940] lr: 4.000e-04, eta: 2:28:27, time: 1.179, data_time: 0.064, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8598, loss_cls: 1.3279, loss: 1.3279, grad_norm: 4.7018 2022-02-11 08:26:54,017 - mmaction - INFO - Epoch [249][820/940] lr: 4.000e-04, eta: 2:28:01, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8531, loss_cls: 1.3473, loss: 1.3473, grad_norm: 4.7746 2022-02-11 08:27:17,571 - mmaction - INFO - Epoch [249][840/940] lr: 4.000e-04, eta: 2:27:34, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.7039, top5_acc: 0.8691, loss_cls: 1.2585, loss: 1.2585, grad_norm: 4.6045 2022-02-11 08:27:41,127 - mmaction - INFO - Epoch [249][860/940] lr: 4.000e-04, eta: 2:27:07, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8609, loss_cls: 1.3158, loss: 1.3158, grad_norm: 4.6347 2022-02-11 08:28:04,769 - mmaction - INFO - Epoch [249][880/940] lr: 4.000e-04, eta: 2:26:41, time: 1.182, data_time: 0.057, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8492, loss_cls: 1.3848, loss: 1.3848, grad_norm: 4.7564 2022-02-11 08:28:28,293 - mmaction - INFO - Epoch [249][900/940] lr: 4.000e-04, eta: 2:26:14, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8604, loss_cls: 1.2920, loss: 1.2920, grad_norm: 4.7726 2022-02-11 08:28:51,851 - mmaction - INFO - Epoch [249][920/940] lr: 4.000e-04, eta: 2:25:48, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8588, loss_cls: 1.3070, loss: 1.3070, grad_norm: 4.6319 2022-02-11 08:29:14,296 - mmaction - INFO - Epoch [249][940/940] lr: 4.000e-04, eta: 2:25:21, time: 1.123, data_time: 0.052, memory: 9497, top1_acc: 0.6741, top5_acc: 0.8549, loss_cls: 1.3571, loss: 1.3571, grad_norm: 4.7752 2022-02-11 08:31:52,716 - mmaction - INFO - Epoch [250][20/940] lr: 4.000e-04, eta: 2:24:58, time: 7.777, data_time: 6.238, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8646, loss_cls: 1.2912, loss: 1.2912, grad_norm: 4.6173 2022-02-11 08:32:15,813 - mmaction - INFO - Epoch [250][40/940] lr: 4.000e-04, eta: 2:24:32, time: 1.154, data_time: 0.048, memory: 9497, top1_acc: 0.6912, top5_acc: 0.8645, loss_cls: 1.2902, loss: 1.2902, grad_norm: 4.6076 2022-02-11 08:32:39,093 - mmaction - INFO - Epoch [250][60/940] lr: 4.000e-04, eta: 2:24:05, time: 1.164, data_time: 0.042, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3161, loss: 1.3161, grad_norm: 4.7310 2022-02-11 08:33:02,251 - mmaction - INFO - Epoch [250][80/940] lr: 4.000e-04, eta: 2:23:38, time: 1.159, data_time: 0.045, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8619, loss_cls: 1.3087, loss: 1.3087, grad_norm: 4.6892 2022-02-11 08:33:25,433 - mmaction - INFO - Epoch [250][100/940] lr: 4.000e-04, eta: 2:23:12, time: 1.159, data_time: 0.047, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8611, loss_cls: 1.3194, loss: 1.3194, grad_norm: 4.6912 2022-02-11 08:33:48,835 - mmaction - INFO - Epoch [250][120/940] lr: 4.000e-04, eta: 2:22:45, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8621, loss_cls: 1.3169, loss: 1.3169, grad_norm: 4.6727 2022-02-11 08:34:12,244 - mmaction - INFO - Epoch [250][140/940] lr: 4.000e-04, eta: 2:22:19, time: 1.170, data_time: 0.047, memory: 9497, top1_acc: 0.6932, top5_acc: 0.8631, loss_cls: 1.2962, loss: 1.2962, grad_norm: 4.6655 2022-02-11 08:34:35,645 - mmaction - INFO - Epoch [250][160/940] lr: 4.000e-04, eta: 2:21:52, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8600, loss_cls: 1.3195, loss: 1.3195, grad_norm: 4.7096 2022-02-11 08:34:58,959 - mmaction - INFO - Epoch [250][180/940] lr: 4.000e-04, eta: 2:21:25, time: 1.166, data_time: 0.055, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8527, loss_cls: 1.3485, loss: 1.3485, grad_norm: 4.6713 2022-02-11 08:35:22,356 - mmaction - INFO - Epoch [250][200/940] lr: 4.000e-04, eta: 2:20:59, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8594, loss_cls: 1.3073, loss: 1.3073, grad_norm: 4.7302 2022-02-11 08:35:45,726 - mmaction - INFO - Epoch [250][220/940] lr: 4.000e-04, eta: 2:20:32, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8574, loss_cls: 1.3190, loss: 1.3190, grad_norm: 4.6915 2022-02-11 08:36:09,137 - mmaction - INFO - Epoch [250][240/940] lr: 4.000e-04, eta: 2:20:05, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.6920, top5_acc: 0.8676, loss_cls: 1.2721, loss: 1.2721, grad_norm: 4.6358 2022-02-11 08:36:32,658 - mmaction - INFO - Epoch [250][260/940] lr: 4.000e-04, eta: 2:19:39, time: 1.175, data_time: 0.048, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8643, loss_cls: 1.2696, loss: 1.2696, grad_norm: 4.6072 2022-02-11 08:36:56,070 - mmaction - INFO - Epoch [250][280/940] lr: 4.000e-04, eta: 2:19:12, time: 1.171, data_time: 0.051, memory: 9497, top1_acc: 0.6707, top5_acc: 0.8424, loss_cls: 1.4192, loss: 1.4192, grad_norm: 4.7403 2022-02-11 08:37:19,442 - mmaction - INFO - Epoch [250][300/940] lr: 4.000e-04, eta: 2:18:46, time: 1.169, data_time: 0.052, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8506, loss_cls: 1.3495, loss: 1.3495, grad_norm: 4.6712 2022-02-11 08:37:43,002 - mmaction - INFO - Epoch [250][320/940] lr: 4.000e-04, eta: 2:18:19, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3258, loss: 1.3258, grad_norm: 4.6745 2022-02-11 08:38:06,502 - mmaction - INFO - Epoch [250][340/940] lr: 4.000e-04, eta: 2:17:52, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8604, loss_cls: 1.3218, loss: 1.3218, grad_norm: 4.6692 2022-02-11 08:38:30,038 - mmaction - INFO - Epoch [250][360/940] lr: 4.000e-04, eta: 2:17:26, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8531, loss_cls: 1.3542, loss: 1.3542, grad_norm: 4.7719 2022-02-11 08:38:53,608 - mmaction - INFO - Epoch [250][380/940] lr: 4.000e-04, eta: 2:16:59, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6893, top5_acc: 0.8631, loss_cls: 1.2910, loss: 1.2910, grad_norm: 4.5838 2022-02-11 08:39:17,197 - mmaction - INFO - Epoch [250][400/940] lr: 4.000e-04, eta: 2:16:33, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6924, top5_acc: 0.8689, loss_cls: 1.2592, loss: 1.2592, grad_norm: 4.6087 2022-02-11 08:39:40,628 - mmaction - INFO - Epoch [250][420/940] lr: 4.000e-04, eta: 2:16:06, time: 1.171, data_time: 0.045, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8650, loss_cls: 1.2924, loss: 1.2924, grad_norm: 4.6644 2022-02-11 08:40:04,368 - mmaction - INFO - Epoch [250][440/940] lr: 4.000e-04, eta: 2:15:40, time: 1.187, data_time: 0.055, memory: 9497, top1_acc: 0.7012, top5_acc: 0.8680, loss_cls: 1.2567, loss: 1.2567, grad_norm: 4.5538 2022-02-11 08:40:27,948 - mmaction - INFO - Epoch [250][460/940] lr: 4.000e-04, eta: 2:15:13, time: 1.180, data_time: 0.051, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8549, loss_cls: 1.3193, loss: 1.3193, grad_norm: 4.6808 2022-02-11 08:40:51,380 - mmaction - INFO - Epoch [250][480/940] lr: 4.000e-04, eta: 2:14:46, time: 1.171, data_time: 0.055, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8602, loss_cls: 1.3007, loss: 1.3007, grad_norm: 4.6642 2022-02-11 08:41:14,881 - mmaction - INFO - Epoch [250][500/940] lr: 4.000e-04, eta: 2:14:20, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8559, loss_cls: 1.3271, loss: 1.3271, grad_norm: 4.7180 2022-02-11 08:41:38,441 - mmaction - INFO - Epoch [250][520/940] lr: 4.000e-04, eta: 2:13:53, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6971, top5_acc: 0.8705, loss_cls: 1.2744, loss: 1.2744, grad_norm: 4.6498 2022-02-11 08:42:02,000 - mmaction - INFO - Epoch [250][540/940] lr: 4.000e-04, eta: 2:13:27, time: 1.178, data_time: 0.051, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.3081, loss: 1.3081, grad_norm: 4.6544 2022-02-11 08:42:25,604 - mmaction - INFO - Epoch [250][560/940] lr: 4.000e-04, eta: 2:13:00, time: 1.180, data_time: 0.060, memory: 9497, top1_acc: 0.6967, top5_acc: 0.8645, loss_cls: 1.2729, loss: 1.2729, grad_norm: 4.6399 2022-02-11 08:42:49,139 - mmaction - INFO - Epoch [250][580/940] lr: 4.000e-04, eta: 2:12:33, time: 1.176, data_time: 0.054, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8609, loss_cls: 1.3011, loss: 1.3011, grad_norm: 4.7270 2022-02-11 08:43:12,688 - mmaction - INFO - Epoch [250][600/940] lr: 4.000e-04, eta: 2:12:07, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8590, loss_cls: 1.3052, loss: 1.3052, grad_norm: 4.6061 2022-02-11 08:43:36,336 - mmaction - INFO - Epoch [250][620/940] lr: 4.000e-04, eta: 2:11:40, time: 1.182, data_time: 0.056, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8584, loss_cls: 1.3265, loss: 1.3265, grad_norm: 4.7346 2022-02-11 08:43:59,878 - mmaction - INFO - Epoch [250][640/940] lr: 4.000e-04, eta: 2:11:14, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6945, top5_acc: 0.8578, loss_cls: 1.2715, loss: 1.2715, grad_norm: 4.5678 2022-02-11 08:44:23,498 - mmaction - INFO - Epoch [250][660/940] lr: 4.000e-04, eta: 2:10:47, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8525, loss_cls: 1.3403, loss: 1.3403, grad_norm: 4.6676 2022-02-11 08:44:46,998 - mmaction - INFO - Epoch [250][680/940] lr: 4.000e-04, eta: 2:10:20, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6914, top5_acc: 0.8617, loss_cls: 1.3094, loss: 1.3094, grad_norm: 4.6578 2022-02-11 08:45:10,510 - mmaction - INFO - Epoch [250][700/940] lr: 4.000e-04, eta: 2:09:54, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6914, top5_acc: 0.8662, loss_cls: 1.2850, loss: 1.2850, grad_norm: 4.7048 2022-02-11 08:45:34,074 - mmaction - INFO - Epoch [250][720/940] lr: 4.000e-04, eta: 2:09:27, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8584, loss_cls: 1.3461, loss: 1.3461, grad_norm: 4.6833 2022-02-11 08:45:57,670 - mmaction - INFO - Epoch [250][740/940] lr: 4.000e-04, eta: 2:09:01, time: 1.180, data_time: 0.050, memory: 9497, top1_acc: 0.6779, top5_acc: 0.8539, loss_cls: 1.3546, loss: 1.3546, grad_norm: 4.8247 2022-02-11 08:46:21,257 - mmaction - INFO - Epoch [250][760/940] lr: 4.000e-04, eta: 2:08:34, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8553, loss_cls: 1.3287, loss: 1.3287, grad_norm: 4.6710 2022-02-11 08:46:44,840 - mmaction - INFO - Epoch [250][780/940] lr: 4.000e-04, eta: 2:08:08, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8629, loss_cls: 1.3244, loss: 1.3244, grad_norm: 4.7172 2022-02-11 08:47:08,335 - mmaction - INFO - Epoch [250][800/940] lr: 4.000e-04, eta: 2:07:41, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6934, top5_acc: 0.8607, loss_cls: 1.2900, loss: 1.2900, grad_norm: 4.6383 2022-02-11 08:47:31,843 - mmaction - INFO - Epoch [250][820/940] lr: 4.000e-04, eta: 2:07:14, time: 1.175, data_time: 0.062, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8602, loss_cls: 1.3122, loss: 1.3122, grad_norm: 4.6829 2022-02-11 08:47:55,432 - mmaction - INFO - Epoch [250][840/940] lr: 4.000e-04, eta: 2:06:48, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8602, loss_cls: 1.3047, loss: 1.3047, grad_norm: 4.7181 2022-02-11 08:48:19,067 - mmaction - INFO - Epoch [250][860/940] lr: 4.000e-04, eta: 2:06:21, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.6992, top5_acc: 0.8648, loss_cls: 1.2759, loss: 1.2759, grad_norm: 4.6432 2022-02-11 08:48:42,523 - mmaction - INFO - Epoch [250][880/940] lr: 4.000e-04, eta: 2:05:55, time: 1.172, data_time: 0.049, memory: 9497, top1_acc: 0.6813, top5_acc: 0.8600, loss_cls: 1.3235, loss: 1.3235, grad_norm: 4.7098 2022-02-11 08:49:06,090 - mmaction - INFO - Epoch [250][900/940] lr: 4.000e-04, eta: 2:05:28, time: 1.178, data_time: 0.054, memory: 9497, top1_acc: 0.6924, top5_acc: 0.8637, loss_cls: 1.3035, loss: 1.3035, grad_norm: 4.6569 2022-02-11 08:49:29,678 - mmaction - INFO - Epoch [250][920/940] lr: 4.000e-04, eta: 2:05:01, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6951, top5_acc: 0.8631, loss_cls: 1.2966, loss: 1.2966, grad_norm: 4.6581 2022-02-11 08:49:52,139 - mmaction - INFO - Epoch [250][940/940] lr: 4.000e-04, eta: 2:04:35, time: 1.124, data_time: 0.054, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8626, loss_cls: 1.3072, loss: 1.3072, grad_norm: 4.7208 2022-02-11 08:49:54,461 - mmaction - INFO - Saving checkpoint at 250 epochs 2022-02-11 08:52:39,369 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 08:52:40,118 - mmaction - INFO - top1_acc 0.6932 top5_acc 0.8853 2022-02-11 08:52:40,118 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 08:52:40,164 - mmaction - INFO - mean_acc 0.6930 2022-02-11 08:52:40,171 - mmaction - INFO - Epoch(val) [250][78] top1_acc: 0.6932, top5_acc: 0.8853, mean_class_accuracy: 0.6930 2022-02-11 08:55:03,169 - mmaction - INFO - Epoch [251][20/940] lr: 4.000e-04, eta: 2:04:11, time: 7.148, data_time: 5.689, memory: 9497, top1_acc: 0.6861, top5_acc: 0.8541, loss_cls: 1.3215, loss: 1.3215, grad_norm: 4.6215 2022-02-11 08:55:26,158 - mmaction - INFO - Epoch [251][40/940] lr: 4.000e-04, eta: 2:03:45, time: 1.150, data_time: 0.047, memory: 9497, top1_acc: 0.6920, top5_acc: 0.8670, loss_cls: 1.2902, loss: 1.2902, grad_norm: 4.6531 2022-02-11 08:55:49,310 - mmaction - INFO - Epoch [251][60/940] lr: 4.000e-04, eta: 2:03:18, time: 1.158, data_time: 0.046, memory: 9497, top1_acc: 0.6824, top5_acc: 0.8564, loss_cls: 1.3229, loss: 1.3229, grad_norm: 4.7151 2022-02-11 08:56:12,413 - mmaction - INFO - Epoch [251][80/940] lr: 4.000e-04, eta: 2:02:51, time: 1.154, data_time: 0.046, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8600, loss_cls: 1.3109, loss: 1.3109, grad_norm: 4.6936 2022-02-11 08:56:35,710 - mmaction - INFO - Epoch [251][100/940] lr: 4.000e-04, eta: 2:02:25, time: 1.165, data_time: 0.047, memory: 9497, top1_acc: 0.6893, top5_acc: 0.8604, loss_cls: 1.3014, loss: 1.3014, grad_norm: 4.7470 2022-02-11 08:56:58,912 - mmaction - INFO - Epoch [251][120/940] lr: 4.000e-04, eta: 2:01:58, time: 1.160, data_time: 0.048, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8623, loss_cls: 1.2921, loss: 1.2921, grad_norm: 4.6956 2022-02-11 08:57:22,437 - mmaction - INFO - Epoch [251][140/940] lr: 4.000e-04, eta: 2:01:32, time: 1.176, data_time: 0.045, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8521, loss_cls: 1.3392, loss: 1.3392, grad_norm: 4.6600 2022-02-11 08:57:45,841 - mmaction - INFO - Epoch [251][160/940] lr: 4.000e-04, eta: 2:01:05, time: 1.170, data_time: 0.050, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8637, loss_cls: 1.3140, loss: 1.3140, grad_norm: 4.7443 2022-02-11 08:58:09,353 - mmaction - INFO - Epoch [251][180/940] lr: 4.000e-04, eta: 2:00:38, time: 1.176, data_time: 0.049, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8598, loss_cls: 1.3038, loss: 1.3038, grad_norm: 4.6580 2022-02-11 08:58:32,871 - mmaction - INFO - Epoch [251][200/940] lr: 4.000e-04, eta: 2:00:12, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6996, top5_acc: 0.8633, loss_cls: 1.2804, loss: 1.2804, grad_norm: 4.7003 2022-02-11 08:58:58,098 - mmaction - INFO - Epoch [251][220/940] lr: 4.000e-04, eta: 1:59:45, time: 1.261, data_time: 0.058, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8553, loss_cls: 1.3035, loss: 1.3035, grad_norm: 4.6852 2022-02-11 08:59:21,596 - mmaction - INFO - Epoch [251][240/940] lr: 4.000e-04, eta: 1:59:19, time: 1.176, data_time: 0.062, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8584, loss_cls: 1.3206, loss: 1.3206, grad_norm: 4.7237 2022-02-11 08:59:45,031 - mmaction - INFO - Epoch [251][260/940] lr: 4.000e-04, eta: 1:58:52, time: 1.171, data_time: 0.058, memory: 9497, top1_acc: 0.6939, top5_acc: 0.8621, loss_cls: 1.2892, loss: 1.2892, grad_norm: 4.6274 2022-02-11 09:00:08,701 - mmaction - INFO - Epoch [251][280/940] lr: 4.000e-04, eta: 1:58:26, time: 1.183, data_time: 0.065, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8656, loss_cls: 1.2861, loss: 1.2861, grad_norm: 4.6486 2022-02-11 09:00:32,407 - mmaction - INFO - Epoch [251][300/940] lr: 4.000e-04, eta: 1:57:59, time: 1.185, data_time: 0.058, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8611, loss_cls: 1.2925, loss: 1.2925, grad_norm: 4.6802 2022-02-11 09:00:55,959 - mmaction - INFO - Epoch [251][320/940] lr: 4.000e-04, eta: 1:57:32, time: 1.178, data_time: 0.052, memory: 9497, top1_acc: 0.6787, top5_acc: 0.8574, loss_cls: 1.3261, loss: 1.3261, grad_norm: 4.7440 2022-02-11 09:01:19,614 - mmaction - INFO - Epoch [251][340/940] lr: 4.000e-04, eta: 1:57:06, time: 1.183, data_time: 0.061, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8564, loss_cls: 1.3336, loss: 1.3336, grad_norm: 4.7614 2022-02-11 09:01:43,148 - mmaction - INFO - Epoch [251][360/940] lr: 4.000e-04, eta: 1:56:39, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8576, loss_cls: 1.3206, loss: 1.3206, grad_norm: 4.6484 2022-02-11 09:02:06,716 - mmaction - INFO - Epoch [251][380/940] lr: 4.000e-04, eta: 1:56:13, time: 1.178, data_time: 0.064, memory: 9497, top1_acc: 0.6930, top5_acc: 0.8662, loss_cls: 1.2866, loss: 1.2866, grad_norm: 4.6558 2022-02-11 09:02:30,154 - mmaction - INFO - Epoch [251][400/940] lr: 4.000e-04, eta: 1:55:46, time: 1.172, data_time: 0.063, memory: 9497, top1_acc: 0.6912, top5_acc: 0.8576, loss_cls: 1.3013, loss: 1.3013, grad_norm: 4.6402 2022-02-11 09:02:53,885 - mmaction - INFO - Epoch [251][420/940] lr: 4.000e-04, eta: 1:55:19, time: 1.187, data_time: 0.056, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8602, loss_cls: 1.3134, loss: 1.3134, grad_norm: 4.6834 2022-02-11 09:03:17,505 - mmaction - INFO - Epoch [251][440/940] lr: 4.000e-04, eta: 1:54:53, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6893, top5_acc: 0.8613, loss_cls: 1.2860, loss: 1.2860, grad_norm: 4.6526 2022-02-11 09:03:41,005 - mmaction - INFO - Epoch [251][460/940] lr: 4.000e-04, eta: 1:54:26, time: 1.175, data_time: 0.052, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8717, loss_cls: 1.2697, loss: 1.2697, grad_norm: 4.6586 2022-02-11 09:04:04,489 - mmaction - INFO - Epoch [251][480/940] lr: 4.000e-04, eta: 1:54:00, time: 1.174, data_time: 0.058, memory: 9497, top1_acc: 0.6766, top5_acc: 0.8613, loss_cls: 1.3206, loss: 1.3206, grad_norm: 4.7157 2022-02-11 09:04:28,093 - mmaction - INFO - Epoch [251][500/940] lr: 4.000e-04, eta: 1:53:33, time: 1.180, data_time: 0.063, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8617, loss_cls: 1.3134, loss: 1.3134, grad_norm: 4.7445 2022-02-11 09:04:51,769 - mmaction - INFO - Epoch [251][520/940] lr: 4.000e-04, eta: 1:53:07, time: 1.184, data_time: 0.061, memory: 9497, top1_acc: 0.6949, top5_acc: 0.8641, loss_cls: 1.2557, loss: 1.2557, grad_norm: 4.5668 2022-02-11 09:05:15,384 - mmaction - INFO - Epoch [251][540/940] lr: 4.000e-04, eta: 1:52:40, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.6850, top5_acc: 0.8574, loss_cls: 1.2992, loss: 1.2992, grad_norm: 4.6816 2022-02-11 09:05:38,889 - mmaction - INFO - Epoch [251][560/940] lr: 4.000e-04, eta: 1:52:13, time: 1.175, data_time: 0.066, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8594, loss_cls: 1.2831, loss: 1.2831, grad_norm: 4.6389 2022-02-11 09:06:02,476 - mmaction - INFO - Epoch [251][580/940] lr: 4.000e-04, eta: 1:51:47, time: 1.179, data_time: 0.065, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8607, loss_cls: 1.3101, loss: 1.3101, grad_norm: 4.6811 2022-02-11 09:06:26,118 - mmaction - INFO - Epoch [251][600/940] lr: 4.000e-04, eta: 1:51:20, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8629, loss_cls: 1.3047, loss: 1.3047, grad_norm: 4.6771 2022-02-11 09:06:49,726 - mmaction - INFO - Epoch [251][620/940] lr: 4.000e-04, eta: 1:50:54, time: 1.182, data_time: 0.062, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8562, loss_cls: 1.3414, loss: 1.3414, grad_norm: 4.6955 2022-02-11 09:07:13,373 - mmaction - INFO - Epoch [251][640/940] lr: 4.000e-04, eta: 1:50:27, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8654, loss_cls: 1.3133, loss: 1.3133, grad_norm: 4.6812 2022-02-11 09:07:36,970 - mmaction - INFO - Epoch [251][660/940] lr: 4.000e-04, eta: 1:50:01, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3104, loss: 1.3104, grad_norm: 4.7653 2022-02-11 09:08:00,628 - mmaction - INFO - Epoch [251][680/940] lr: 4.000e-04, eta: 1:49:34, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8584, loss_cls: 1.3305, loss: 1.3305, grad_norm: 4.7292 2022-02-11 09:08:24,331 - mmaction - INFO - Epoch [251][700/940] lr: 4.000e-04, eta: 1:49:07, time: 1.185, data_time: 0.061, memory: 9497, top1_acc: 0.6816, top5_acc: 0.8510, loss_cls: 1.3535, loss: 1.3535, grad_norm: 4.7348 2022-02-11 09:08:47,884 - mmaction - INFO - Epoch [251][720/940] lr: 4.000e-04, eta: 1:48:41, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8590, loss_cls: 1.3210, loss: 1.3210, grad_norm: 4.7639 2022-02-11 09:09:11,338 - mmaction - INFO - Epoch [251][740/940] lr: 4.000e-04, eta: 1:48:14, time: 1.173, data_time: 0.063, memory: 9497, top1_acc: 0.6807, top5_acc: 0.8506, loss_cls: 1.3420, loss: 1.3420, grad_norm: 4.6876 2022-02-11 09:09:34,935 - mmaction - INFO - Epoch [251][760/940] lr: 4.000e-04, eta: 1:47:48, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8584, loss_cls: 1.3075, loss: 1.3075, grad_norm: 4.6680 2022-02-11 09:09:58,559 - mmaction - INFO - Epoch [251][780/940] lr: 4.000e-04, eta: 1:47:21, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8635, loss_cls: 1.3081, loss: 1.3081, grad_norm: 4.6680 2022-02-11 09:10:22,472 - mmaction - INFO - Epoch [251][800/940] lr: 4.000e-04, eta: 1:46:55, time: 1.196, data_time: 0.067, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8637, loss_cls: 1.3085, loss: 1.3085, grad_norm: 4.7085 2022-02-11 09:10:46,146 - mmaction - INFO - Epoch [251][820/940] lr: 4.000e-04, eta: 1:46:28, time: 1.184, data_time: 0.053, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8574, loss_cls: 1.2974, loss: 1.2974, grad_norm: 4.6454 2022-02-11 09:11:09,758 - mmaction - INFO - Epoch [251][840/940] lr: 4.000e-04, eta: 1:46:01, time: 1.180, data_time: 0.053, memory: 9497, top1_acc: 0.6680, top5_acc: 0.8492, loss_cls: 1.3885, loss: 1.3885, grad_norm: 4.8152 2022-02-11 09:11:33,387 - mmaction - INFO - Epoch [251][860/940] lr: 4.000e-04, eta: 1:45:35, time: 1.181, data_time: 0.054, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8576, loss_cls: 1.3203, loss: 1.3203, grad_norm: 4.7135 2022-02-11 09:11:57,103 - mmaction - INFO - Epoch [251][880/940] lr: 4.000e-04, eta: 1:45:08, time: 1.186, data_time: 0.056, memory: 9497, top1_acc: 0.7023, top5_acc: 0.8725, loss_cls: 1.2335, loss: 1.2335, grad_norm: 4.6340 2022-02-11 09:12:20,762 - mmaction - INFO - Epoch [251][900/940] lr: 4.000e-04, eta: 1:44:42, time: 1.183, data_time: 0.058, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8658, loss_cls: 1.2972, loss: 1.2972, grad_norm: 4.6601 2022-02-11 09:12:44,334 - mmaction - INFO - Epoch [251][920/940] lr: 4.000e-04, eta: 1:44:15, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8568, loss_cls: 1.3390, loss: 1.3390, grad_norm: 4.7701 2022-02-11 09:13:06,761 - mmaction - INFO - Epoch [251][940/940] lr: 4.000e-04, eta: 1:43:49, time: 1.121, data_time: 0.051, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8598, loss_cls: 1.3173, loss: 1.3173, grad_norm: 4.6723 2022-02-11 09:15:31,034 - mmaction - INFO - Epoch [252][20/940] lr: 4.000e-04, eta: 1:43:24, time: 7.102, data_time: 5.597, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8582, loss_cls: 1.3067, loss: 1.3067, grad_norm: 4.6850 2022-02-11 09:15:54,129 - mmaction - INFO - Epoch [252][40/940] lr: 4.000e-04, eta: 1:42:58, time: 1.155, data_time: 0.050, memory: 9497, top1_acc: 0.6977, top5_acc: 0.8729, loss_cls: 1.2432, loss: 1.2432, grad_norm: 4.6603 2022-02-11 09:16:17,166 - mmaction - INFO - Epoch [252][60/940] lr: 4.000e-04, eta: 1:42:31, time: 1.152, data_time: 0.052, memory: 9497, top1_acc: 0.6871, top5_acc: 0.8645, loss_cls: 1.2824, loss: 1.2824, grad_norm: 4.7138 2022-02-11 09:16:40,412 - mmaction - INFO - Epoch [252][80/940] lr: 4.000e-04, eta: 1:42:05, time: 1.163, data_time: 0.045, memory: 9497, top1_acc: 0.6988, top5_acc: 0.8641, loss_cls: 1.2744, loss: 1.2744, grad_norm: 4.6912 2022-02-11 09:17:03,759 - mmaction - INFO - Epoch [252][100/940] lr: 4.000e-04, eta: 1:41:38, time: 1.167, data_time: 0.048, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8576, loss_cls: 1.3181, loss: 1.3181, grad_norm: 4.7330 2022-02-11 09:17:27,255 - mmaction - INFO - Epoch [252][120/940] lr: 4.000e-04, eta: 1:41:11, time: 1.174, data_time: 0.047, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8578, loss_cls: 1.3096, loss: 1.3096, grad_norm: 4.6681 2022-02-11 09:17:50,747 - mmaction - INFO - Epoch [252][140/940] lr: 4.000e-04, eta: 1:40:45, time: 1.175, data_time: 0.056, memory: 9497, top1_acc: 0.6936, top5_acc: 0.8650, loss_cls: 1.2914, loss: 1.2914, grad_norm: 4.7397 2022-02-11 09:18:14,200 - mmaction - INFO - Epoch [252][160/940] lr: 4.000e-04, eta: 1:40:18, time: 1.172, data_time: 0.048, memory: 9497, top1_acc: 0.6893, top5_acc: 0.8502, loss_cls: 1.3208, loss: 1.3208, grad_norm: 4.6650 2022-02-11 09:18:37,676 - mmaction - INFO - Epoch [252][180/940] lr: 4.000e-04, eta: 1:39:52, time: 1.174, data_time: 0.049, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8529, loss_cls: 1.3170, loss: 1.3170, grad_norm: 4.6451 2022-02-11 09:19:01,149 - mmaction - INFO - Epoch [252][200/940] lr: 4.000e-04, eta: 1:39:25, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6963, top5_acc: 0.8662, loss_cls: 1.2494, loss: 1.2494, grad_norm: 4.6226 2022-02-11 09:19:24,637 - mmaction - INFO - Epoch [252][220/940] lr: 4.000e-04, eta: 1:38:59, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6971, top5_acc: 0.8584, loss_cls: 1.2841, loss: 1.2841, grad_norm: 4.5841 2022-02-11 09:19:48,097 - mmaction - INFO - Epoch [252][240/940] lr: 4.000e-04, eta: 1:38:32, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8602, loss_cls: 1.2885, loss: 1.2885, grad_norm: 4.6738 2022-02-11 09:20:11,539 - mmaction - INFO - Epoch [252][260/940] lr: 4.000e-04, eta: 1:38:05, time: 1.172, data_time: 0.051, memory: 9497, top1_acc: 0.6937, top5_acc: 0.8611, loss_cls: 1.2803, loss: 1.2803, grad_norm: 4.5988 2022-02-11 09:20:35,115 - mmaction - INFO - Epoch [252][280/940] lr: 4.000e-04, eta: 1:37:39, time: 1.179, data_time: 0.053, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8502, loss_cls: 1.3359, loss: 1.3359, grad_norm: 4.6947 2022-02-11 09:20:58,600 - mmaction - INFO - Epoch [252][300/940] lr: 4.000e-04, eta: 1:37:12, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6936, top5_acc: 0.8680, loss_cls: 1.2511, loss: 1.2511, grad_norm: 4.6867 2022-02-11 09:21:22,032 - mmaction - INFO - Epoch [252][320/940] lr: 4.000e-04, eta: 1:36:46, time: 1.172, data_time: 0.052, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8609, loss_cls: 1.2977, loss: 1.2977, grad_norm: 4.7338 2022-02-11 09:21:45,539 - mmaction - INFO - Epoch [252][340/940] lr: 4.000e-04, eta: 1:36:19, time: 1.175, data_time: 0.059, memory: 9497, top1_acc: 0.6916, top5_acc: 0.8650, loss_cls: 1.2876, loss: 1.2876, grad_norm: 4.6929 2022-02-11 09:22:09,034 - mmaction - INFO - Epoch [252][360/940] lr: 4.000e-04, eta: 1:35:53, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8650, loss_cls: 1.3161, loss: 1.3161, grad_norm: 4.7164 2022-02-11 09:22:32,606 - mmaction - INFO - Epoch [252][380/940] lr: 4.000e-04, eta: 1:35:26, time: 1.179, data_time: 0.056, memory: 9497, top1_acc: 0.6729, top5_acc: 0.8504, loss_cls: 1.3754, loss: 1.3754, grad_norm: 4.8084 2022-02-11 09:22:56,122 - mmaction - INFO - Epoch [252][400/940] lr: 4.000e-04, eta: 1:34:59, time: 1.176, data_time: 0.051, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8646, loss_cls: 1.3050, loss: 1.3050, grad_norm: 4.7140 2022-02-11 09:23:19,615 - mmaction - INFO - Epoch [252][420/940] lr: 4.000e-04, eta: 1:34:33, time: 1.175, data_time: 0.060, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.2983, loss: 1.2983, grad_norm: 4.7587 2022-02-11 09:23:43,146 - mmaction - INFO - Epoch [252][440/940] lr: 4.000e-04, eta: 1:34:06, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8572, loss_cls: 1.3070, loss: 1.3070, grad_norm: 4.7108 2022-02-11 09:24:06,735 - mmaction - INFO - Epoch [252][460/940] lr: 4.000e-04, eta: 1:33:40, time: 1.180, data_time: 0.054, memory: 9497, top1_acc: 0.6924, top5_acc: 0.8660, loss_cls: 1.2754, loss: 1.2754, grad_norm: 4.6445 2022-02-11 09:24:30,382 - mmaction - INFO - Epoch [252][480/940] lr: 4.000e-04, eta: 1:33:13, time: 1.182, data_time: 0.054, memory: 9497, top1_acc: 0.6916, top5_acc: 0.8676, loss_cls: 1.2783, loss: 1.2783, grad_norm: 4.6918 2022-02-11 09:24:53,944 - mmaction - INFO - Epoch [252][500/940] lr: 4.000e-04, eta: 1:32:47, time: 1.178, data_time: 0.046, memory: 9497, top1_acc: 0.6828, top5_acc: 0.8514, loss_cls: 1.3281, loss: 1.3281, grad_norm: 4.7379 2022-02-11 09:25:17,573 - mmaction - INFO - Epoch [252][520/940] lr: 4.000e-04, eta: 1:32:20, time: 1.182, data_time: 0.062, memory: 9497, top1_acc: 0.6738, top5_acc: 0.8586, loss_cls: 1.3351, loss: 1.3351, grad_norm: 4.8380 2022-02-11 09:25:41,023 - mmaction - INFO - Epoch [252][540/940] lr: 4.000e-04, eta: 1:31:54, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8574, loss_cls: 1.3076, loss: 1.3076, grad_norm: 4.6897 2022-02-11 09:26:04,558 - mmaction - INFO - Epoch [252][560/940] lr: 4.000e-04, eta: 1:31:27, time: 1.177, data_time: 0.058, memory: 9497, top1_acc: 0.6844, top5_acc: 0.8670, loss_cls: 1.3054, loss: 1.3054, grad_norm: 4.6452 2022-02-11 09:26:28,069 - mmaction - INFO - Epoch [252][580/940] lr: 4.000e-04, eta: 1:31:00, time: 1.175, data_time: 0.054, memory: 9497, top1_acc: 0.6881, top5_acc: 0.8598, loss_cls: 1.3052, loss: 1.3052, grad_norm: 4.6680 2022-02-11 09:26:51,669 - mmaction - INFO - Epoch [252][600/940] lr: 4.000e-04, eta: 1:30:34, time: 1.181, data_time: 0.061, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8629, loss_cls: 1.2952, loss: 1.2952, grad_norm: 4.6960 2022-02-11 09:27:15,280 - mmaction - INFO - Epoch [252][620/940] lr: 4.000e-04, eta: 1:30:07, time: 1.180, data_time: 0.062, memory: 9497, top1_acc: 0.6916, top5_acc: 0.8678, loss_cls: 1.2757, loss: 1.2757, grad_norm: 4.7193 2022-02-11 09:27:38,875 - mmaction - INFO - Epoch [252][640/940] lr: 4.000e-04, eta: 1:29:41, time: 1.180, data_time: 0.057, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8658, loss_cls: 1.3022, loss: 1.3022, grad_norm: 4.6678 2022-02-11 09:28:02,435 - mmaction - INFO - Epoch [252][660/940] lr: 4.000e-04, eta: 1:29:14, time: 1.178, data_time: 0.064, memory: 9497, top1_acc: 0.6818, top5_acc: 0.8596, loss_cls: 1.3233, loss: 1.3233, grad_norm: 4.6652 2022-02-11 09:28:25,973 - mmaction - INFO - Epoch [252][680/940] lr: 4.000e-04, eta: 1:28:48, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6783, top5_acc: 0.8605, loss_cls: 1.3325, loss: 1.3325, grad_norm: 4.7767 2022-02-11 09:28:49,578 - mmaction - INFO - Epoch [252][700/940] lr: 4.000e-04, eta: 1:28:21, time: 1.180, data_time: 0.056, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8588, loss_cls: 1.3186, loss: 1.3186, grad_norm: 4.6961 2022-02-11 09:29:13,154 - mmaction - INFO - Epoch [252][720/940] lr: 4.000e-04, eta: 1:27:55, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6791, top5_acc: 0.8656, loss_cls: 1.3037, loss: 1.3037, grad_norm: 4.7663 2022-02-11 09:29:36,689 - mmaction - INFO - Epoch [252][740/940] lr: 4.000e-04, eta: 1:27:28, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6811, top5_acc: 0.8600, loss_cls: 1.3165, loss: 1.3165, grad_norm: 4.6517 2022-02-11 09:30:00,275 - mmaction - INFO - Epoch [252][760/940] lr: 4.000e-04, eta: 1:27:01, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8580, loss_cls: 1.3116, loss: 1.3116, grad_norm: 4.6593 2022-02-11 09:30:23,901 - mmaction - INFO - Epoch [252][780/940] lr: 4.000e-04, eta: 1:26:35, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.6902, top5_acc: 0.8600, loss_cls: 1.3044, loss: 1.3044, grad_norm: 4.7123 2022-02-11 09:30:47,540 - mmaction - INFO - Epoch [252][800/940] lr: 4.000e-04, eta: 1:26:08, time: 1.181, data_time: 0.064, memory: 9497, top1_acc: 0.7025, top5_acc: 0.8637, loss_cls: 1.2505, loss: 1.2505, grad_norm: 4.6285 2022-02-11 09:31:11,168 - mmaction - INFO - Epoch [252][820/940] lr: 4.000e-04, eta: 1:25:42, time: 1.181, data_time: 0.055, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8611, loss_cls: 1.3037, loss: 1.3037, grad_norm: 4.6842 2022-02-11 09:31:34,723 - mmaction - INFO - Epoch [252][840/940] lr: 4.000e-04, eta: 1:25:15, time: 1.178, data_time: 0.063, memory: 9497, top1_acc: 0.6854, top5_acc: 0.8627, loss_cls: 1.3055, loss: 1.3055, grad_norm: 4.7306 2022-02-11 09:31:58,245 - mmaction - INFO - Epoch [252][860/940] lr: 4.000e-04, eta: 1:24:49, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6916, top5_acc: 0.8666, loss_cls: 1.2752, loss: 1.2752, grad_norm: 4.6260 2022-02-11 09:32:21,947 - mmaction - INFO - Epoch [252][880/940] lr: 4.000e-04, eta: 1:24:22, time: 1.185, data_time: 0.054, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8586, loss_cls: 1.3257, loss: 1.3257, grad_norm: 4.7315 2022-02-11 09:32:45,610 - mmaction - INFO - Epoch [252][900/940] lr: 4.000e-04, eta: 1:23:56, time: 1.183, data_time: 0.054, memory: 9497, top1_acc: 0.6855, top5_acc: 0.8602, loss_cls: 1.3263, loss: 1.3263, grad_norm: 4.6591 2022-02-11 09:33:09,232 - mmaction - INFO - Epoch [252][920/940] lr: 4.000e-04, eta: 1:23:29, time: 1.181, data_time: 0.050, memory: 9497, top1_acc: 0.6785, top5_acc: 0.8541, loss_cls: 1.3576, loss: 1.3576, grad_norm: 4.7491 2022-02-11 09:33:31,728 - mmaction - INFO - Epoch [252][940/940] lr: 4.000e-04, eta: 1:23:02, time: 1.125, data_time: 0.055, memory: 9497, top1_acc: 0.6822, top5_acc: 0.8537, loss_cls: 1.3436, loss: 1.3436, grad_norm: 4.6867 2022-02-11 09:35:58,818 - mmaction - INFO - Epoch [253][20/940] lr: 4.000e-04, eta: 1:22:38, time: 7.225, data_time: 6.019, memory: 9497, top1_acc: 0.6924, top5_acc: 0.8660, loss_cls: 1.2851, loss: 1.2851, grad_norm: 4.7047 2022-02-11 09:36:21,947 - mmaction - INFO - Epoch [253][40/940] lr: 4.000e-04, eta: 1:22:11, time: 1.157, data_time: 0.050, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8566, loss_cls: 1.3030, loss: 1.3030, grad_norm: 4.7506 2022-02-11 09:36:45,179 - mmaction - INFO - Epoch [253][60/940] lr: 4.000e-04, eta: 1:21:45, time: 1.162, data_time: 0.041, memory: 9497, top1_acc: 0.6756, top5_acc: 0.8564, loss_cls: 1.3208, loss: 1.3208, grad_norm: 4.7242 2022-02-11 09:37:08,598 - mmaction - INFO - Epoch [253][80/940] lr: 4.000e-04, eta: 1:21:18, time: 1.171, data_time: 0.043, memory: 9497, top1_acc: 0.6932, top5_acc: 0.8570, loss_cls: 1.2996, loss: 1.2996, grad_norm: 4.7146 2022-02-11 09:37:31,788 - mmaction - INFO - Epoch [253][100/940] lr: 4.000e-04, eta: 1:20:51, time: 1.160, data_time: 0.045, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8619, loss_cls: 1.3220, loss: 1.3220, grad_norm: 4.6445 2022-02-11 09:37:55,043 - mmaction - INFO - Epoch [253][120/940] lr: 4.000e-04, eta: 1:20:25, time: 1.163, data_time: 0.046, memory: 9497, top1_acc: 0.6980, top5_acc: 0.8635, loss_cls: 1.2721, loss: 1.2721, grad_norm: 4.6453 2022-02-11 09:38:18,371 - mmaction - INFO - Epoch [253][140/940] lr: 4.000e-04, eta: 1:19:58, time: 1.166, data_time: 0.052, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8662, loss_cls: 1.3005, loss: 1.3005, grad_norm: 4.6829 2022-02-11 09:38:41,812 - mmaction - INFO - Epoch [253][160/940] lr: 4.000e-04, eta: 1:19:32, time: 1.172, data_time: 0.050, memory: 9497, top1_acc: 0.6941, top5_acc: 0.8645, loss_cls: 1.2879, loss: 1.2879, grad_norm: 4.6682 2022-02-11 09:39:05,174 - mmaction - INFO - Epoch [253][180/940] lr: 4.000e-04, eta: 1:19:05, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8584, loss_cls: 1.3206, loss: 1.3206, grad_norm: 4.7207 2022-02-11 09:39:28,585 - mmaction - INFO - Epoch [253][200/940] lr: 4.000e-04, eta: 1:18:39, time: 1.170, data_time: 0.051, memory: 9497, top1_acc: 0.6912, top5_acc: 0.8602, loss_cls: 1.3204, loss: 1.3204, grad_norm: 4.7187 2022-02-11 09:39:52,005 - mmaction - INFO - Epoch [253][220/940] lr: 4.000e-04, eta: 1:18:12, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6906, top5_acc: 0.8650, loss_cls: 1.2751, loss: 1.2751, grad_norm: 4.6359 2022-02-11 09:40:15,745 - mmaction - INFO - Epoch [253][240/940] lr: 4.000e-04, eta: 1:17:46, time: 1.187, data_time: 0.058, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8639, loss_cls: 1.3005, loss: 1.3005, grad_norm: 4.7200 2022-02-11 09:40:39,186 - mmaction - INFO - Epoch [253][260/940] lr: 4.000e-04, eta: 1:17:19, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.7023, top5_acc: 0.8645, loss_cls: 1.2585, loss: 1.2585, grad_norm: 4.5311 2022-02-11 09:41:02,625 - mmaction - INFO - Epoch [253][280/940] lr: 4.000e-04, eta: 1:16:52, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.7004, top5_acc: 0.8617, loss_cls: 1.2725, loss: 1.2725, grad_norm: 4.6476 2022-02-11 09:41:26,015 - mmaction - INFO - Epoch [253][300/940] lr: 4.000e-04, eta: 1:16:26, time: 1.169, data_time: 0.049, memory: 9497, top1_acc: 0.6949, top5_acc: 0.8646, loss_cls: 1.2761, loss: 1.2761, grad_norm: 4.7027 2022-02-11 09:41:49,367 - mmaction - INFO - Epoch [253][320/940] lr: 4.000e-04, eta: 1:15:59, time: 1.168, data_time: 0.049, memory: 9497, top1_acc: 0.6809, top5_acc: 0.8580, loss_cls: 1.3557, loss: 1.3557, grad_norm: 4.8476 2022-02-11 09:42:12,762 - mmaction - INFO - Epoch [253][340/940] lr: 4.000e-04, eta: 1:15:33, time: 1.170, data_time: 0.055, memory: 9497, top1_acc: 0.6926, top5_acc: 0.8674, loss_cls: 1.2792, loss: 1.2792, grad_norm: 4.7337 2022-02-11 09:42:36,164 - mmaction - INFO - Epoch [253][360/940] lr: 4.000e-04, eta: 1:15:06, time: 1.170, data_time: 0.052, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8623, loss_cls: 1.3006, loss: 1.3006, grad_norm: 4.7328 2022-02-11 09:42:59,607 - mmaction - INFO - Epoch [253][380/940] lr: 4.000e-04, eta: 1:14:40, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6740, top5_acc: 0.8520, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.7839 2022-02-11 09:43:23,186 - mmaction - INFO - Epoch [253][400/940] lr: 4.000e-04, eta: 1:14:13, time: 1.179, data_time: 0.054, memory: 9497, top1_acc: 0.6945, top5_acc: 0.8691, loss_cls: 1.2657, loss: 1.2657, grad_norm: 4.6892 2022-02-11 09:43:46,790 - mmaction - INFO - Epoch [253][420/940] lr: 4.000e-04, eta: 1:13:47, time: 1.180, data_time: 0.052, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8533, loss_cls: 1.3650, loss: 1.3650, grad_norm: 4.7967 2022-02-11 09:44:10,332 - mmaction - INFO - Epoch [253][440/940] lr: 4.000e-04, eta: 1:13:20, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8600, loss_cls: 1.2896, loss: 1.2896, grad_norm: 4.6112 2022-02-11 09:44:34,065 - mmaction - INFO - Epoch [253][460/940] lr: 4.000e-04, eta: 1:12:53, time: 1.186, data_time: 0.048, memory: 9497, top1_acc: 0.6906, top5_acc: 0.8637, loss_cls: 1.2988, loss: 1.2988, grad_norm: 4.7260 2022-02-11 09:44:57,803 - mmaction - INFO - Epoch [253][480/940] lr: 4.000e-04, eta: 1:12:27, time: 1.187, data_time: 0.051, memory: 9497, top1_acc: 0.6918, top5_acc: 0.8615, loss_cls: 1.2909, loss: 1.2909, grad_norm: 4.6182 2022-02-11 09:45:21,360 - mmaction - INFO - Epoch [253][500/940] lr: 4.000e-04, eta: 1:12:00, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8625, loss_cls: 1.2909, loss: 1.2909, grad_norm: 4.6946 2022-02-11 09:45:45,021 - mmaction - INFO - Epoch [253][520/940] lr: 4.000e-04, eta: 1:11:34, time: 1.183, data_time: 0.052, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8598, loss_cls: 1.3344, loss: 1.3344, grad_norm: 4.8283 2022-02-11 09:46:08,566 - mmaction - INFO - Epoch [253][540/940] lr: 4.000e-04, eta: 1:11:07, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8652, loss_cls: 1.2904, loss: 1.2904, grad_norm: 4.7086 2022-02-11 09:46:32,274 - mmaction - INFO - Epoch [253][560/940] lr: 4.000e-04, eta: 1:10:41, time: 1.185, data_time: 0.054, memory: 9497, top1_acc: 0.7037, top5_acc: 0.8725, loss_cls: 1.2350, loss: 1.2350, grad_norm: 4.6655 2022-02-11 09:46:55,907 - mmaction - INFO - Epoch [253][580/940] lr: 4.000e-04, eta: 1:10:14, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8576, loss_cls: 1.3412, loss: 1.3412, grad_norm: 4.7637 2022-02-11 09:47:19,377 - mmaction - INFO - Epoch [253][600/940] lr: 4.000e-04, eta: 1:09:48, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8633, loss_cls: 1.2893, loss: 1.2893, grad_norm: 4.6131 2022-02-11 09:47:42,912 - mmaction - INFO - Epoch [253][620/940] lr: 4.000e-04, eta: 1:09:21, time: 1.177, data_time: 0.062, memory: 9497, top1_acc: 0.6900, top5_acc: 0.8633, loss_cls: 1.2852, loss: 1.2852, grad_norm: 4.6691 2022-02-11 09:48:06,489 - mmaction - INFO - Epoch [253][640/940] lr: 4.000e-04, eta: 1:08:55, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8625, loss_cls: 1.3091, loss: 1.3091, grad_norm: 4.7362 2022-02-11 09:48:30,051 - mmaction - INFO - Epoch [253][660/940] lr: 4.000e-04, eta: 1:08:28, time: 1.178, data_time: 0.057, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8561, loss_cls: 1.3232, loss: 1.3232, grad_norm: 4.7044 2022-02-11 09:48:53,722 - mmaction - INFO - Epoch [253][680/940] lr: 4.000e-04, eta: 1:08:01, time: 1.184, data_time: 0.055, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8639, loss_cls: 1.2772, loss: 1.2772, grad_norm: 4.5903 2022-02-11 09:49:17,310 - mmaction - INFO - Epoch [253][700/940] lr: 4.000e-04, eta: 1:07:35, time: 1.179, data_time: 0.058, memory: 9497, top1_acc: 0.6902, top5_acc: 0.8631, loss_cls: 1.2931, loss: 1.2931, grad_norm: 4.6742 2022-02-11 09:49:40,872 - mmaction - INFO - Epoch [253][720/940] lr: 4.000e-04, eta: 1:07:08, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6916, top5_acc: 0.8672, loss_cls: 1.2796, loss: 1.2796, grad_norm: 4.6003 2022-02-11 09:50:04,525 - mmaction - INFO - Epoch [253][740/940] lr: 4.000e-04, eta: 1:06:42, time: 1.183, data_time: 0.055, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8666, loss_cls: 1.2911, loss: 1.2911, grad_norm: 4.7662 2022-02-11 09:50:28,072 - mmaction - INFO - Epoch [253][760/940] lr: 4.000e-04, eta: 1:06:15, time: 1.177, data_time: 0.055, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8662, loss_cls: 1.2994, loss: 1.2994, grad_norm: 4.7685 2022-02-11 09:50:51,684 - mmaction - INFO - Epoch [253][780/940] lr: 4.000e-04, eta: 1:05:49, time: 1.181, data_time: 0.060, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8555, loss_cls: 1.3246, loss: 1.3246, grad_norm: 4.7444 2022-02-11 09:51:15,273 - mmaction - INFO - Epoch [253][800/940] lr: 4.000e-04, eta: 1:05:22, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6863, top5_acc: 0.8598, loss_cls: 1.2968, loss: 1.2968, grad_norm: 4.6798 2022-02-11 09:51:38,781 - mmaction - INFO - Epoch [253][820/940] lr: 4.000e-04, eta: 1:04:56, time: 1.175, data_time: 0.058, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8574, loss_cls: 1.3091, loss: 1.3091, grad_norm: 4.6792 2022-02-11 09:52:02,221 - mmaction - INFO - Epoch [253][840/940] lr: 4.000e-04, eta: 1:04:29, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8625, loss_cls: 1.2936, loss: 1.2936, grad_norm: 4.7103 2022-02-11 09:52:25,875 - mmaction - INFO - Epoch [253][860/940] lr: 4.000e-04, eta: 1:04:03, time: 1.182, data_time: 0.051, memory: 9497, top1_acc: 0.6799, top5_acc: 0.8531, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.7541 2022-02-11 09:52:49,418 - mmaction - INFO - Epoch [253][880/940] lr: 4.000e-04, eta: 1:03:36, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8664, loss_cls: 1.3234, loss: 1.3234, grad_norm: 4.8240 2022-02-11 09:53:13,000 - mmaction - INFO - Epoch [253][900/940] lr: 4.000e-04, eta: 1:03:10, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8619, loss_cls: 1.2966, loss: 1.2966, grad_norm: 4.7332 2022-02-11 09:53:36,587 - mmaction - INFO - Epoch [253][920/940] lr: 4.000e-04, eta: 1:02:43, time: 1.179, data_time: 0.052, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8549, loss_cls: 1.3172, loss: 1.3172, grad_norm: 4.7101 2022-02-11 09:53:58,994 - mmaction - INFO - Epoch [253][940/940] lr: 4.000e-04, eta: 1:02:16, time: 1.120, data_time: 0.054, memory: 9497, top1_acc: 0.6836, top5_acc: 0.8565, loss_cls: 1.3434, loss: 1.3434, grad_norm: 4.7137 2022-02-11 09:56:34,205 - mmaction - INFO - Epoch [254][20/940] lr: 4.000e-04, eta: 1:01:51, time: 7.600, data_time: 6.046, memory: 9497, top1_acc: 0.6986, top5_acc: 0.8639, loss_cls: 1.2756, loss: 1.2756, grad_norm: 4.6516 2022-02-11 09:56:57,330 - mmaction - INFO - Epoch [254][40/940] lr: 4.000e-04, eta: 1:01:25, time: 1.156, data_time: 0.046, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8648, loss_cls: 1.2799, loss: 1.2799, grad_norm: 4.6231 2022-02-11 09:57:20,534 - mmaction - INFO - Epoch [254][60/940] lr: 4.000e-04, eta: 1:00:58, time: 1.160, data_time: 0.043, memory: 9497, top1_acc: 0.6758, top5_acc: 0.8527, loss_cls: 1.3419, loss: 1.3419, grad_norm: 4.8050 2022-02-11 09:57:43,817 - mmaction - INFO - Epoch [254][80/940] lr: 4.000e-04, eta: 1:00:32, time: 1.164, data_time: 0.046, memory: 9497, top1_acc: 0.6865, top5_acc: 0.8613, loss_cls: 1.3097, loss: 1.3097, grad_norm: 4.7529 2022-02-11 09:58:07,166 - mmaction - INFO - Epoch [254][100/940] lr: 4.000e-04, eta: 1:00:05, time: 1.168, data_time: 0.048, memory: 9497, top1_acc: 0.7014, top5_acc: 0.8621, loss_cls: 1.2521, loss: 1.2521, grad_norm: 4.5302 2022-02-11 09:58:30,588 - mmaction - INFO - Epoch [254][120/940] lr: 4.000e-04, eta: 0:59:39, time: 1.170, data_time: 0.046, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8631, loss_cls: 1.3054, loss: 1.3054, grad_norm: 4.6622 2022-02-11 09:58:53,898 - mmaction - INFO - Epoch [254][140/940] lr: 4.000e-04, eta: 0:59:12, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8594, loss_cls: 1.3411, loss: 1.3411, grad_norm: 4.8275 2022-02-11 09:59:17,302 - mmaction - INFO - Epoch [254][160/940] lr: 4.000e-04, eta: 0:58:46, time: 1.171, data_time: 0.052, memory: 9497, top1_acc: 0.6877, top5_acc: 0.8635, loss_cls: 1.3168, loss: 1.3168, grad_norm: 4.7121 2022-02-11 09:59:40,656 - mmaction - INFO - Epoch [254][180/940] lr: 4.000e-04, eta: 0:58:19, time: 1.168, data_time: 0.051, memory: 9497, top1_acc: 0.6936, top5_acc: 0.8637, loss_cls: 1.3045, loss: 1.3045, grad_norm: 4.7785 2022-02-11 10:00:04,196 - mmaction - INFO - Epoch [254][200/940] lr: 4.000e-04, eta: 0:57:52, time: 1.177, data_time: 0.056, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8598, loss_cls: 1.2999, loss: 1.2999, grad_norm: 4.7318 2022-02-11 10:00:27,774 - mmaction - INFO - Epoch [254][220/940] lr: 4.000e-04, eta: 0:57:26, time: 1.179, data_time: 0.069, memory: 9497, top1_acc: 0.6889, top5_acc: 0.8551, loss_cls: 1.3237, loss: 1.3237, grad_norm: 4.6571 2022-02-11 10:00:51,369 - mmaction - INFO - Epoch [254][240/940] lr: 4.000e-04, eta: 0:56:59, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6965, top5_acc: 0.8668, loss_cls: 1.2891, loss: 1.2891, grad_norm: 4.7473 2022-02-11 10:01:14,756 - mmaction - INFO - Epoch [254][260/940] lr: 4.000e-04, eta: 0:56:33, time: 1.170, data_time: 0.059, memory: 9497, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2774, loss: 1.2774, grad_norm: 4.6728 2022-02-11 10:01:38,287 - mmaction - INFO - Epoch [254][280/940] lr: 4.000e-04, eta: 0:56:06, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8656, loss_cls: 1.2832, loss: 1.2832, grad_norm: 4.7350 2022-02-11 10:02:01,814 - mmaction - INFO - Epoch [254][300/940] lr: 4.000e-04, eta: 0:55:40, time: 1.176, data_time: 0.058, memory: 9497, top1_acc: 0.6795, top5_acc: 0.8531, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.7228 2022-02-11 10:02:25,432 - mmaction - INFO - Epoch [254][320/940] lr: 4.000e-04, eta: 0:55:13, time: 1.181, data_time: 0.059, memory: 9497, top1_acc: 0.6939, top5_acc: 0.8711, loss_cls: 1.2829, loss: 1.2829, grad_norm: 4.6218 2022-02-11 10:02:48,952 - mmaction - INFO - Epoch [254][340/940] lr: 4.000e-04, eta: 0:54:47, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8623, loss_cls: 1.3079, loss: 1.3079, grad_norm: 4.7082 2022-02-11 10:03:12,520 - mmaction - INFO - Epoch [254][360/940] lr: 4.000e-04, eta: 0:54:20, time: 1.179, data_time: 0.059, memory: 9497, top1_acc: 0.6912, top5_acc: 0.8625, loss_cls: 1.2815, loss: 1.2815, grad_norm: 4.6631 2022-02-11 10:03:35,951 - mmaction - INFO - Epoch [254][380/940] lr: 4.000e-04, eta: 0:53:54, time: 1.171, data_time: 0.053, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8570, loss_cls: 1.3258, loss: 1.3258, grad_norm: 4.7495 2022-02-11 10:03:59,706 - mmaction - INFO - Epoch [254][400/940] lr: 4.000e-04, eta: 0:53:27, time: 1.188, data_time: 0.062, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3175, loss: 1.3175, grad_norm: 4.8202 2022-02-11 10:04:23,362 - mmaction - INFO - Epoch [254][420/940] lr: 4.000e-04, eta: 0:53:01, time: 1.182, data_time: 0.066, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8605, loss_cls: 1.3023, loss: 1.3023, grad_norm: 4.7322 2022-02-11 10:04:47,013 - mmaction - INFO - Epoch [254][440/940] lr: 4.000e-04, eta: 0:52:34, time: 1.183, data_time: 0.060, memory: 9497, top1_acc: 0.6920, top5_acc: 0.8641, loss_cls: 1.2817, loss: 1.2817, grad_norm: 4.7259 2022-02-11 10:05:10,538 - mmaction - INFO - Epoch [254][460/940] lr: 4.000e-04, eta: 0:52:07, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6951, top5_acc: 0.8625, loss_cls: 1.2669, loss: 1.2669, grad_norm: 4.6436 2022-02-11 10:05:34,024 - mmaction - INFO - Epoch [254][480/940] lr: 4.000e-04, eta: 0:51:41, time: 1.174, data_time: 0.055, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8594, loss_cls: 1.3141, loss: 1.3141, grad_norm: 4.6288 2022-02-11 10:05:57,686 - mmaction - INFO - Epoch [254][500/940] lr: 4.000e-04, eta: 0:51:14, time: 1.183, data_time: 0.053, memory: 9497, top1_acc: 0.6832, top5_acc: 0.8602, loss_cls: 1.3103, loss: 1.3103, grad_norm: 4.7252 2022-02-11 10:06:21,293 - mmaction - INFO - Epoch [254][520/940] lr: 4.000e-04, eta: 0:50:48, time: 1.180, data_time: 0.055, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8658, loss_cls: 1.2800, loss: 1.2800, grad_norm: 4.6667 2022-02-11 10:06:44,995 - mmaction - INFO - Epoch [254][540/940] lr: 4.000e-04, eta: 0:50:21, time: 1.185, data_time: 0.060, memory: 9497, top1_acc: 0.6957, top5_acc: 0.8594, loss_cls: 1.2747, loss: 1.2747, grad_norm: 4.6016 2022-02-11 10:07:08,639 - mmaction - INFO - Epoch [254][560/940] lr: 4.000e-04, eta: 0:49:55, time: 1.182, data_time: 0.058, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8613, loss_cls: 1.3065, loss: 1.3065, grad_norm: 4.6832 2022-02-11 10:07:32,071 - mmaction - INFO - Epoch [254][580/940] lr: 4.000e-04, eta: 0:49:28, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6883, top5_acc: 0.8578, loss_cls: 1.2967, loss: 1.2967, grad_norm: 4.7146 2022-02-11 10:07:55,556 - mmaction - INFO - Epoch [254][600/940] lr: 4.000e-04, eta: 0:49:02, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6869, top5_acc: 0.8721, loss_cls: 1.2906, loss: 1.2906, grad_norm: 4.7094 2022-02-11 10:08:19,054 - mmaction - INFO - Epoch [254][620/940] lr: 4.000e-04, eta: 0:48:35, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6941, top5_acc: 0.8686, loss_cls: 1.2452, loss: 1.2452, grad_norm: 4.6759 2022-02-11 10:08:42,684 - mmaction - INFO - Epoch [254][640/940] lr: 4.000e-04, eta: 0:48:09, time: 1.182, data_time: 0.061, memory: 9497, top1_acc: 0.6805, top5_acc: 0.8588, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.7796 2022-02-11 10:09:06,245 - mmaction - INFO - Epoch [254][660/940] lr: 4.000e-04, eta: 0:47:42, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6826, top5_acc: 0.8561, loss_cls: 1.3209, loss: 1.3209, grad_norm: 4.7872 2022-02-11 10:09:29,781 - mmaction - INFO - Epoch [254][680/940] lr: 4.000e-04, eta: 0:47:16, time: 1.177, data_time: 0.053, memory: 9497, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2982, loss: 1.2982, grad_norm: 4.8025 2022-02-11 10:09:53,291 - mmaction - INFO - Epoch [254][700/940] lr: 4.000e-04, eta: 0:46:49, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8625, loss_cls: 1.2944, loss: 1.2944, grad_norm: 4.6825 2022-02-11 10:10:16,732 - mmaction - INFO - Epoch [254][720/940] lr: 4.000e-04, eta: 0:46:22, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6986, top5_acc: 0.8680, loss_cls: 1.2568, loss: 1.2568, grad_norm: 4.6385 2022-02-11 10:10:40,243 - mmaction - INFO - Epoch [254][740/940] lr: 4.000e-04, eta: 0:45:56, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6797, top5_acc: 0.8514, loss_cls: 1.3535, loss: 1.3535, grad_norm: 4.8258 2022-02-11 10:11:03,739 - mmaction - INFO - Epoch [254][760/940] lr: 4.000e-04, eta: 0:45:29, time: 1.175, data_time: 0.061, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8564, loss_cls: 1.3145, loss: 1.3145, grad_norm: 4.6959 2022-02-11 10:11:27,342 - mmaction - INFO - Epoch [254][780/940] lr: 4.000e-04, eta: 0:45:03, time: 1.179, data_time: 0.055, memory: 9497, top1_acc: 0.6748, top5_acc: 0.8562, loss_cls: 1.3453, loss: 1.3453, grad_norm: 4.7665 2022-02-11 10:11:50,898 - mmaction - INFO - Epoch [254][800/940] lr: 4.000e-04, eta: 0:44:36, time: 1.178, data_time: 0.058, memory: 9497, top1_acc: 0.6848, top5_acc: 0.8680, loss_cls: 1.2929, loss: 1.2929, grad_norm: 4.7852 2022-02-11 10:12:14,428 - mmaction - INFO - Epoch [254][820/940] lr: 4.000e-04, eta: 0:44:10, time: 1.176, data_time: 0.060, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8557, loss_cls: 1.3524, loss: 1.3524, grad_norm: 4.7661 2022-02-11 10:12:37,864 - mmaction - INFO - Epoch [254][840/940] lr: 4.000e-04, eta: 0:43:43, time: 1.172, data_time: 0.053, memory: 9497, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.3001, loss: 1.3001, grad_norm: 4.6903 2022-02-11 10:13:01,359 - mmaction - INFO - Epoch [254][860/940] lr: 4.000e-04, eta: 0:43:17, time: 1.175, data_time: 0.064, memory: 9497, top1_acc: 0.6770, top5_acc: 0.8594, loss_cls: 1.3162, loss: 1.3162, grad_norm: 4.7001 2022-02-11 10:13:24,823 - mmaction - INFO - Epoch [254][880/940] lr: 4.000e-04, eta: 0:42:50, time: 1.173, data_time: 0.053, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8598, loss_cls: 1.3137, loss: 1.3137, grad_norm: 4.7661 2022-02-11 10:13:48,271 - mmaction - INFO - Epoch [254][900/940] lr: 4.000e-04, eta: 0:42:24, time: 1.173, data_time: 0.051, memory: 9497, top1_acc: 0.6771, top5_acc: 0.8576, loss_cls: 1.3304, loss: 1.3304, grad_norm: 4.6970 2022-02-11 10:14:11,846 - mmaction - INFO - Epoch [254][920/940] lr: 4.000e-04, eta: 0:41:57, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6916, top5_acc: 0.8682, loss_cls: 1.2676, loss: 1.2676, grad_norm: 4.6472 2022-02-11 10:14:34,296 - mmaction - INFO - Epoch [254][940/940] lr: 4.000e-04, eta: 0:41:31, time: 1.123, data_time: 0.057, memory: 9497, top1_acc: 0.6804, top5_acc: 0.8523, loss_cls: 1.3433, loss: 1.3433, grad_norm: 4.6733 2022-02-11 10:17:23,710 - mmaction - INFO - Epoch [255][20/940] lr: 4.000e-04, eta: 0:41:05, time: 8.303, data_time: 6.132, memory: 9497, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.3092, loss: 1.3092, grad_norm: 4.7395 2022-02-11 10:17:47,003 - mmaction - INFO - Epoch [255][40/940] lr: 4.000e-04, eta: 0:40:39, time: 1.165, data_time: 0.049, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8627, loss_cls: 1.3013, loss: 1.3013, grad_norm: 4.6771 2022-02-11 10:18:10,318 - mmaction - INFO - Epoch [255][60/940] lr: 4.000e-04, eta: 0:40:12, time: 1.166, data_time: 0.046, memory: 9497, top1_acc: 0.6775, top5_acc: 0.8553, loss_cls: 1.3344, loss: 1.3344, grad_norm: 4.8217 2022-02-11 10:18:33,655 - mmaction - INFO - Epoch [255][80/940] lr: 4.000e-04, eta: 0:39:46, time: 1.167, data_time: 0.045, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8650, loss_cls: 1.3104, loss: 1.3104, grad_norm: 4.7818 2022-02-11 10:18:56,889 - mmaction - INFO - Epoch [255][100/940] lr: 4.000e-04, eta: 0:39:19, time: 1.162, data_time: 0.048, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.2950, loss: 1.2950, grad_norm: 4.7143 2022-02-11 10:19:20,240 - mmaction - INFO - Epoch [255][120/940] lr: 4.000e-04, eta: 0:38:53, time: 1.167, data_time: 0.050, memory: 9497, top1_acc: 0.6939, top5_acc: 0.8635, loss_cls: 1.2955, loss: 1.2955, grad_norm: 4.6545 2022-02-11 10:19:43,670 - mmaction - INFO - Epoch [255][140/940] lr: 4.000e-04, eta: 0:38:26, time: 1.171, data_time: 0.050, memory: 9497, top1_acc: 0.6834, top5_acc: 0.8551, loss_cls: 1.3328, loss: 1.3328, grad_norm: 4.7631 2022-02-11 10:20:07,177 - mmaction - INFO - Epoch [255][160/940] lr: 4.000e-04, eta: 0:38:00, time: 1.176, data_time: 0.053, memory: 9497, top1_acc: 0.6941, top5_acc: 0.8646, loss_cls: 1.2783, loss: 1.2783, grad_norm: 4.6496 2022-02-11 10:20:30,637 - mmaction - INFO - Epoch [255][180/940] lr: 4.000e-04, eta: 0:37:33, time: 1.172, data_time: 0.056, memory: 9497, top1_acc: 0.6906, top5_acc: 0.8592, loss_cls: 1.2992, loss: 1.2992, grad_norm: 4.6708 2022-02-11 10:20:54,133 - mmaction - INFO - Epoch [255][200/940] lr: 4.000e-04, eta: 0:37:06, time: 1.175, data_time: 0.053, memory: 9497, top1_acc: 0.6887, top5_acc: 0.8611, loss_cls: 1.2917, loss: 1.2917, grad_norm: 4.6388 2022-02-11 10:21:17,643 - mmaction - INFO - Epoch [255][220/940] lr: 4.000e-04, eta: 0:36:40, time: 1.175, data_time: 0.057, memory: 9497, top1_acc: 0.6867, top5_acc: 0.8598, loss_cls: 1.3272, loss: 1.3272, grad_norm: 4.7736 2022-02-11 10:21:41,144 - mmaction - INFO - Epoch [255][240/940] lr: 4.000e-04, eta: 0:36:13, time: 1.176, data_time: 0.055, memory: 9497, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3457, loss: 1.3457, grad_norm: 4.7303 2022-02-11 10:22:04,692 - mmaction - INFO - Epoch [255][260/940] lr: 4.000e-04, eta: 0:35:47, time: 1.177, data_time: 0.057, memory: 9497, top1_acc: 0.6891, top5_acc: 0.8611, loss_cls: 1.3164, loss: 1.3164, grad_norm: 4.7441 2022-02-11 10:22:28,233 - mmaction - INFO - Epoch [255][280/940] lr: 4.000e-04, eta: 0:35:20, time: 1.177, data_time: 0.052, memory: 9497, top1_acc: 0.6988, top5_acc: 0.8686, loss_cls: 1.2566, loss: 1.2566, grad_norm: 4.6883 2022-02-11 10:22:51,900 - mmaction - INFO - Epoch [255][300/940] lr: 4.000e-04, eta: 0:34:54, time: 1.184, data_time: 0.059, memory: 9497, top1_acc: 0.6994, top5_acc: 0.8668, loss_cls: 1.2716, loss: 1.2716, grad_norm: 4.6054 2022-02-11 10:23:15,515 - mmaction - INFO - Epoch [255][320/940] lr: 4.000e-04, eta: 0:34:27, time: 1.181, data_time: 0.056, memory: 9497, top1_acc: 0.6973, top5_acc: 0.8621, loss_cls: 1.2845, loss: 1.2845, grad_norm: 4.6566 2022-02-11 10:23:39,137 - mmaction - INFO - Epoch [255][340/940] lr: 4.000e-04, eta: 0:34:01, time: 1.181, data_time: 0.052, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8576, loss_cls: 1.3340, loss: 1.3340, grad_norm: 4.6972 2022-02-11 10:24:02,726 - mmaction - INFO - Epoch [255][360/940] lr: 4.000e-04, eta: 0:33:34, time: 1.180, data_time: 0.059, memory: 9497, top1_acc: 0.6896, top5_acc: 0.8658, loss_cls: 1.2843, loss: 1.2843, grad_norm: 4.6839 2022-02-11 10:24:26,304 - mmaction - INFO - Epoch [255][380/940] lr: 4.000e-04, eta: 0:33:08, time: 1.178, data_time: 0.060, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8594, loss_cls: 1.3059, loss: 1.3059, grad_norm: 4.7432 2022-02-11 10:24:49,782 - mmaction - INFO - Epoch [255][400/940] lr: 4.000e-04, eta: 0:32:41, time: 1.174, data_time: 0.051, memory: 9497, top1_acc: 0.6873, top5_acc: 0.8592, loss_cls: 1.3091, loss: 1.3091, grad_norm: 4.7273 2022-02-11 10:25:13,322 - mmaction - INFO - Epoch [255][420/940] lr: 4.000e-04, eta: 0:32:15, time: 1.177, data_time: 0.054, memory: 9497, top1_acc: 0.6838, top5_acc: 0.8652, loss_cls: 1.2878, loss: 1.2878, grad_norm: 4.7290 2022-02-11 10:25:36,770 - mmaction - INFO - Epoch [255][440/940] lr: 4.000e-04, eta: 0:31:48, time: 1.172, data_time: 0.054, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8580, loss_cls: 1.2879, loss: 1.2879, grad_norm: 4.6911 2022-02-11 10:26:00,321 - mmaction - INFO - Epoch [255][460/940] lr: 4.000e-04, eta: 0:31:22, time: 1.178, data_time: 0.061, memory: 9497, top1_acc: 0.6963, top5_acc: 0.8639, loss_cls: 1.2698, loss: 1.2698, grad_norm: 4.6193 2022-02-11 10:26:23,924 - mmaction - INFO - Epoch [255][480/940] lr: 4.000e-04, eta: 0:30:55, time: 1.180, data_time: 0.061, memory: 9497, top1_acc: 0.6840, top5_acc: 0.8582, loss_cls: 1.3108, loss: 1.3108, grad_norm: 4.6927 2022-02-11 10:26:47,393 - mmaction - INFO - Epoch [255][500/940] lr: 4.000e-04, eta: 0:30:29, time: 1.173, data_time: 0.060, memory: 9497, top1_acc: 0.6951, top5_acc: 0.8688, loss_cls: 1.2773, loss: 1.2773, grad_norm: 4.7314 2022-02-11 10:27:10,866 - mmaction - INFO - Epoch [255][520/940] lr: 4.000e-04, eta: 0:30:02, time: 1.174, data_time: 0.057, memory: 9497, top1_acc: 0.6734, top5_acc: 0.8512, loss_cls: 1.3678, loss: 1.3678, grad_norm: 4.8216 2022-02-11 10:27:34,400 - mmaction - INFO - Epoch [255][540/940] lr: 4.000e-04, eta: 0:29:35, time: 1.177, data_time: 0.061, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8625, loss_cls: 1.2782, loss: 1.2782, grad_norm: 4.7609 2022-02-11 10:27:57,977 - mmaction - INFO - Epoch [255][560/940] lr: 4.000e-04, eta: 0:29:09, time: 1.179, data_time: 0.062, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8605, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.7324 2022-02-11 10:28:21,459 - mmaction - INFO - Epoch [255][580/940] lr: 4.000e-04, eta: 0:28:42, time: 1.174, data_time: 0.056, memory: 9497, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3121, loss: 1.3121, grad_norm: 4.6697 2022-02-11 10:28:44,984 - mmaction - INFO - Epoch [255][600/940] lr: 4.000e-04, eta: 0:28:16, time: 1.176, data_time: 0.061, memory: 9497, top1_acc: 0.6990, top5_acc: 0.8678, loss_cls: 1.2644, loss: 1.2644, grad_norm: 4.6113 2022-02-11 10:29:08,499 - mmaction - INFO - Epoch [255][620/940] lr: 4.000e-04, eta: 0:27:49, time: 1.176, data_time: 0.059, memory: 9497, top1_acc: 0.6777, top5_acc: 0.8555, loss_cls: 1.3391, loss: 1.3391, grad_norm: 4.7710 2022-02-11 10:29:32,133 - mmaction - INFO - Epoch [255][640/940] lr: 4.000e-04, eta: 0:27:23, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.6842, top5_acc: 0.8578, loss_cls: 1.3200, loss: 1.3200, grad_norm: 4.8061 2022-02-11 10:29:55,876 - mmaction - INFO - Epoch [255][660/940] lr: 4.000e-04, eta: 0:26:56, time: 1.187, data_time: 0.058, memory: 9497, top1_acc: 0.6846, top5_acc: 0.8570, loss_cls: 1.3119, loss: 1.3119, grad_norm: 4.7035 2022-02-11 10:30:19,491 - mmaction - INFO - Epoch [255][680/940] lr: 4.000e-04, eta: 0:26:30, time: 1.181, data_time: 0.062, memory: 9497, top1_acc: 0.6910, top5_acc: 0.8582, loss_cls: 1.2940, loss: 1.2940, grad_norm: 4.6867 2022-02-11 10:30:43,024 - mmaction - INFO - Epoch [255][700/940] lr: 4.000e-04, eta: 0:26:03, time: 1.177, data_time: 0.059, memory: 9497, top1_acc: 0.6904, top5_acc: 0.8615, loss_cls: 1.3035, loss: 1.3035, grad_norm: 4.7547 2022-02-11 10:31:06,493 - mmaction - INFO - Epoch [255][720/940] lr: 4.000e-04, eta: 0:25:37, time: 1.174, data_time: 0.062, memory: 9497, top1_acc: 0.6895, top5_acc: 0.8619, loss_cls: 1.3148, loss: 1.3148, grad_norm: 4.6477 2022-02-11 10:31:30,065 - mmaction - INFO - Epoch [255][740/940] lr: 4.000e-04, eta: 0:25:10, time: 1.178, data_time: 0.056, memory: 9497, top1_acc: 0.6859, top5_acc: 0.8615, loss_cls: 1.3071, loss: 1.3071, grad_norm: 4.7276 2022-02-11 10:31:53,631 - mmaction - INFO - Epoch [255][760/940] lr: 4.000e-04, eta: 0:24:44, time: 1.178, data_time: 0.055, memory: 9497, top1_acc: 0.6943, top5_acc: 0.8611, loss_cls: 1.2967, loss: 1.2967, grad_norm: 4.7312 2022-02-11 10:32:17,253 - mmaction - INFO - Epoch [255][780/940] lr: 4.000e-04, eta: 0:24:17, time: 1.182, data_time: 0.059, memory: 9497, top1_acc: 0.6857, top5_acc: 0.8568, loss_cls: 1.3001, loss: 1.3001, grad_norm: 4.7594 2022-02-11 10:32:40,897 - mmaction - INFO - Epoch [255][800/940] lr: 4.000e-04, eta: 0:23:51, time: 1.182, data_time: 0.060, memory: 9497, top1_acc: 0.7053, top5_acc: 0.8652, loss_cls: 1.2414, loss: 1.2414, grad_norm: 4.6092 2022-02-11 10:33:04,569 - mmaction - INFO - Epoch [255][820/940] lr: 4.000e-04, eta: 0:23:24, time: 1.184, data_time: 0.065, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8625, loss_cls: 1.3127, loss: 1.3127, grad_norm: 4.7376 2022-02-11 10:33:28,179 - mmaction - INFO - Epoch [255][840/940] lr: 4.000e-04, eta: 0:22:58, time: 1.180, data_time: 0.058, memory: 9497, top1_acc: 0.6793, top5_acc: 0.8605, loss_cls: 1.3259, loss: 1.3259, grad_norm: 4.7965 2022-02-11 10:33:51,699 - mmaction - INFO - Epoch [255][860/940] lr: 4.000e-04, eta: 0:22:31, time: 1.176, data_time: 0.057, memory: 9497, top1_acc: 0.6885, top5_acc: 0.8648, loss_cls: 1.2980, loss: 1.2980, grad_norm: 4.6706 2022-02-11 10:34:15,376 - mmaction - INFO - Epoch [255][880/940] lr: 4.000e-04, eta: 0:22:05, time: 1.184, data_time: 0.060, memory: 9497, top1_acc: 0.6969, top5_acc: 0.8629, loss_cls: 1.2913, loss: 1.2913, grad_norm: 4.6715 2022-02-11 10:34:38,938 - mmaction - INFO - Epoch [255][900/940] lr: 4.000e-04, eta: 0:21:38, time: 1.179, data_time: 0.057, memory: 9497, top1_acc: 0.6879, top5_acc: 0.8637, loss_cls: 1.2986, loss: 1.2986, grad_norm: 4.6798 2022-02-11 10:35:02,430 - mmaction - INFO - Epoch [255][920/940] lr: 4.000e-04, eta: 0:21:12, time: 1.174, data_time: 0.052, memory: 9497, top1_acc: 0.6949, top5_acc: 0.8631, loss_cls: 1.2909, loss: 1.2909, grad_norm: 4.6249 2022-02-11 10:35:24,879 - mmaction - INFO - Epoch [255][940/940] lr: 4.000e-04, eta: 0:20:45, time: 1.123, data_time: 0.062, memory: 9497, top1_acc: 0.6847, top5_acc: 0.8626, loss_cls: 1.2933, loss: 1.2933, grad_norm: 4.7906 2022-02-11 10:35:27,654 - mmaction - INFO - Saving checkpoint at 255 epochs 2022-02-11 10:38:16,907 - mmaction - INFO - Evaluating top_k_accuracy ... 2022-02-11 10:38:17,615 - mmaction - INFO - top1_acc 0.6930 top5_acc 0.8869 2022-02-11 10:38:17,615 - mmaction - INFO - Evaluating mean_class_accuracy ... 2022-02-11 10:38:17,643 - mmaction - INFO - mean_acc 0.6929 2022-02-11 10:38:17,650 - mmaction - INFO - Epoch(val) [255][78] top1_acc: 0.6930, top5_acc: 0.8869, mean_class_accuracy: 0.6929 2022-02-11 10:40:41,080 - mmaction - INFO - Epoch [256][20/940] lr: 4.000e-04, eta: 0:20:19, time: 7.169, data_time: 5.859, memory: 9497, top1_acc: 0.6814, top5_acc: 0.8604, loss_cls: 1.3002, loss: 1.3002, grad_norm: 4.7106